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[47/52] [partial] incubator-edgent-website git commit: fix adding
release 1.2.0 javadoc
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+<!-- Generated by javadoc (1.8.0_112) on Mon Dec 18 11:25:23 EST 2017 -->
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+<title>Aggregations (Apache Edgent (incubating) v1.2.0 API)</title>
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+ if (location.href.indexOf('is-external=true') == -1) {
+ parent.document.title="Aggregations (Apache Edgent (incubating) v1.2.0 API)";
+ }
+ }
+ catch(err) {
+ }
+//-->
+var methods = {"i0":9,"i1":9,"i2":9,"i3":9,"i4":9,"i5":9};
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+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
+<div class="topNav"><a name="navbar.top">
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+<a name="navbar.top.firstrow">
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+</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="class-use/Aggregations.html">Use</a></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>Prev Class</li>
+<li><a href="../../../../../org/apache/edgent/analytics/math3/MvResultMap.html" title="class in org.apache.edgent.analytics.math3"><span class="typeNameLink">Next Class</span></a></li>
+</ul>
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+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
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+</ul>
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.edgent.analytics.math3</div>
+<h2 title="Class Aggregations" class="title">Class Aggregations</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.edgent.analytics.math3.Aggregations</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">Aggregations</span>
+extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></pre>
+<div class="block">Apache Common Math analytics for Collections.
+
+ <p>These operations are typically used when processing a collection of tuples
+ in a non-partitioned or partitioned <a href="../../../../../org/apache/edgent/topology/TWindow.html" title="interface in org.apache.edgent.topology"><code>TWindow</code></a>.
+
+ <p>Simple sum aggregation functions are also provided (helpful given the avoidance
+ of depending on Java8 Streams).
+
+ <p>Example: compute a batched MEAN aggregation for a simple unpartitioned window of
+ numeric <code>TStream<Double></code> where the desired result is a <code>TStream<Double></code> of
+ the MEAN values:
+ <pre><code>
+ TStream<Double> pressureReadings = ...
+TWindow<Double,Integer> window = pressureReadings.last(5, Functions.unpartitioned());
+TStream<Double> meanPressureReadings = window.batch(
+ (list, partition) -> Aggregations.aggregate(list, Statistic2.MEAN));
+ </code></pre>
+
+ <p>Example: compute the MEAN and SLOPE, capturing the results in a <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3"><code>ResultMap</code></a>:
+ <pre><code>
+ TStream<Double> pressureReadings = ...
+TWindow<Double,Integer> window = pressureReadings.last(5, Functions.unpartitioned());
+TStream<ResultMap> meanPressureReadings = window.batch(
+ (list, partition) -> Aggregations.aggregateN(list, Statistic2.MEAN, Regression2.SLOPE));
+ </code></pre>
+
+ <p>Example: compute multiple aggregations on multiple variables in a tuple T,
+ capturing the results in a <a href="../../../../../org/apache/edgent/analytics/math3/MvResultMap.html" title="class in org.apache.edgent.analytics.math3"><code>MvResultMap</code></a>:
+ <pre><code>
+class SensorReading {
+ double getTemp() {...};
+ double getPressure() {...};
+ ... };
+TStream<SensorReading> readings = ...
+TWindow<SensorReading,Integer> window = sensorReadings.last(5, Functions.unpartitioned());
+TStream<MvResultMap> aggregations = window.batch(
+ (list, partition) -> {
+ ResultMap pressureResults = Aggregations.aggregateN(list, t -> t.getPressure(), Statistic2.MEAN, Regression2.SLOPE));
+ ResultMap tempResults = Aggregations.aggregateN(list, t -> t.getTemp(), Statistic2.MAX));
+ MvResultMap results = Aggregations.newMvResults();
+ results.put("pressure", pressureResults);
+ results.put("temp", tempResults);
+ return results;
+ });
+ </code></pre>
+
+ <p>Example: convert a <code>TStream<ResultMap></code> or <code>TStream<MvResultMap></code> to a JsonObject:
+
+ <pre><code>
+ TStream<ResultMap> resultMap = ...
+ TStream<JsonObject> joResultMap = resultMap.map(ResultMap.toJsonObject());
+ </code></pre>
+
+
+ <p>Background:
+ <a href="../../../../../org/apache/edgent/analytics/math3/json/JsonAnalytics.html" title="class in org.apache.edgent.analytics.math3.json"><code>JsonAnalytics</code></a> predates this class. Use of JsonAnalytics for computing
+ Apache Commons Math aggregations requires:
+ <ul>
+ <li>the input stream tuple type must be a JsonObject and the user must identify
+ the property that contains the value to be aggregated.</li>
+ <li>batched window aggregations are not supported (they could be added).</li>
+ <li>the aggregation result tuple is a JsonObject that holds a user-specified
+ property for a window partition key and a user-specified property
+ for a JsonObject holding the UnivariateAggregation results by name (e.g., "MEAN").
+ Accessing a particular aggregation results in the JsonObject
+ is somewhat cumbersome.</li>
+ </ul>
+
+ <p>As a result, using JsonAnalytics for simple cases can be a bit unintuitive and cumbersome.
+
+ <p>For example, to JsonAnalytics for a simple case of a continuous aggregation
+ of <code>TStream<Double></code> => <code>TStream<Double></code> of MEAN values:
+
+ <pre><code>
+ TStream<Double> pressureReadings = ...
+
+ // transform TStream<Double> to TStream<JsonObject>
+ TStream<JsonObject> joPressureReadings = pressureReadings.map(JsonFunctions.valueOfDouble("pressure"));
+
+ // aggregate
+ TWindow<JsonObject,JsonElement> window = joPressureReadings.last(5, JsonFunctions.unpartitioned());
+ TStream<JsonObject> results = JsonAnalytics.aggregate(window, "partition", "pressure", Statistic.MEAN);
+
+ // transform to TStream<Double> mean results
+ TStream<Double> meanPressureReadings = results.map(jo -> jo.get("pressure").getAsObject().get("MEAN").getAsDouble());
+ </code></pre>
+
+ <p>Using Aggregations it's simply:
+
+ <pre><code>
+TWindow<Double,Integer> window = pressureReadings.last(5, Functions.unpartitioned());
+TStream<Double> meanPressureReadings = window.aggregate(
+ (list, partition) -> Aggregations.aggregate(list, Statistic2.MEAN));
+ </code></pre></div>
+<dl>
+<dt><span class="seeLabel">See Also:</span></dt>
+<dd><a href="../../../../../org/apache/edgent/analytics/math3/stat/Statistic2.html" title="enum in org.apache.edgent.analytics.math3.stat"><code>Statistic2</code></a>,
+<a href="../../../../../org/apache/edgent/analytics/math3/stat/Regression2.html" title="enum in org.apache.edgent.analytics.math3.stat"><code>Regression2</code></a>,
+<a href="../../../../../org/apache/edgent/analytics/math3/json/JsonAnalytics.html" title="class in org.apache.edgent.analytics.math3.json"><code>JsonAnalytics</code></a></dd>
+</dl>
+</li>
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+<li class="blockList">
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
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+<caption><span>Constructors</span><span class="tabEnd"> </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/edgent/analytics/math3/Aggregations.html#Aggregations--">Aggregations</a></span>()</code> </td>
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+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </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>static <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/math3/Aggregations.html#aggregate-java.util.Collection-org.apache.edgent.analytics.math3.UnivariateAggregate-">aggregate</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> c,
+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a> aggregate)</code>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> on a Collection of <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang"><code>Number</code></a>.</div>
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+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a> aggregate)</code>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> a Collection of <code>T</code>
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+ variable to aggregate.</div>
+</td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code>static <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3">ResultMap</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/math3/Aggregations.html#aggregateN-java.util.Collection-org.apache.edgent.analytics.math3.UnivariateAggregate...-">aggregateN</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> c,
+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a>... aggregates)</code>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> on a Collection of <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang"><code>Number</code></a>.</div>
+</td>
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+<td class="colFirst"><code>static <T> <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3">ResultMap</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/math3/Aggregations.html#aggregateN-java.util.Collection-org.apache.edgent.function.ToDoubleFunction-org.apache.edgent.analytics.math3.UnivariateAggregate...-">aggregateN</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><T> c,
+ <a href="../../../../../org/apache/edgent/function/ToDoubleFunction.html" title="interface in org.apache.edgent.function">ToDoubleFunction</a><T> getter,
+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a>... aggregates)</code>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> a Collection of <code>T</code>
+ using the specified <a href="../../../../../org/apache/edgent/function/ToDoubleFunction.html" title="interface in org.apache.edgent.function"><code>getter</code></a> to extract the
+ variable to aggregate.</div>
+</td>
+</tr>
+<tr id="i4" class="altColor">
+<td class="colFirst"><code>static <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/math3/Aggregations.html#sum-java.util.Collection-">sum</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> list)</code>
+<div class="block">Perform a sum of numbers treated as double values, accumulating in a double.</div>
+</td>
+</tr>
+<tr id="i5" class="rowColor">
+<td class="colFirst"><code>static long</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/math3/Aggregations.html#sumInts-java.util.Collection-">sumInts</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> list)</code>
+<div class="block">Perform a sum of numbers treated as long values, accumulating in a long.</div>
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+</ul>
+</li>
+</ul>
+</li>
+</ul>
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+<div class="details">
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+<li class="blockList"><a name="constructor.detail">
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+<h3>Constructor Detail</h3>
+<a name="Aggregations--">
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+<ul class="blockListLast">
+<li class="blockList">
+<h4>Aggregations</h4>
+<pre>public Aggregations()</pre>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
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+<li class="blockList"><a name="method.detail">
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+<a name="sum-java.util.Collection-">
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+<h4>sum</h4>
+<pre>public static <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a> sum(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> list)</pre>
+<div class="block">Perform a sum of numbers treated as double values, accumulating in a double.
+ An empty list yields a 0.0 result.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>list</code> - numbers to sum</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the sum</dd>
+</dl>
+</li>
+</ul>
+<a name="sumInts-java.util.Collection-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>sumInts</h4>
+<pre>public static long sumInts(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> list)</pre>
+<div class="block">Perform a sum of numbers treated as long values, accumulating in a long.
+ More efficient than sum() for non-floating point values.
+ An empty list yields a 0 result.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>list</code> - numbers to sum</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the sum</dd>
+</dl>
+</li>
+</ul>
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+<pre>public static <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a> aggregate(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> c,
+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a> aggregate)</pre>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> on a Collection of <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang"><code>Number</code></a>.
+
+ <p>A null result is returned if the collection is empty.
+ An aggregation result may be null under other conditions,
+ e.g., a Regression2.SLOPE where the minimum number of samples has not been met.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>c</code> - the Collection to aggregate</dd>
+<dd><code>aggregate</code> - the aggregation to perform</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the aggregation result, may be null.</dd>
+</dl>
+</li>
+</ul>
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+<pre>public static <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3">ResultMap</a> aggregateN(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><? extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang">Number</a>> c,
+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a>... aggregates)</pre>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> on a Collection of <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Number.html?is-external=true" title="class or interface in java.lang"><code>Number</code></a>.
+
+ <p>If the collection is empty an empty ResultMap is returned.
+ The ResultMap does not contain an entry for an aggregation with a null,
+ e.g., a Regression2.SLOPE where the minimum number of samples has not been met.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>c</code> - the Collection to aggregate</dd>
+<dd><code>aggregates</code> - the aggregations to perform</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3"><code>ResultMap</code></a> containing the variable's aggregation results</dd>
+</dl>
+</li>
+</ul>
+<a name="aggregate-java.util.Collection-org.apache.edgent.function.ToDoubleFunction-org.apache.edgent.analytics.math3.UnivariateAggregate-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>aggregate</h4>
+<pre>public static <T> <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a> aggregate(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><T> c,
+ <a href="../../../../../org/apache/edgent/function/ToDoubleFunction.html" title="interface in org.apache.edgent.function">ToDoubleFunction</a><T> getter,
+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a> aggregate)</pre>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> a Collection of <code>T</code>
+ using the specified <a href="../../../../../org/apache/edgent/function/ToDoubleFunction.html" title="interface in org.apache.edgent.function"><code>getter</code></a> to extract the
+ variable to aggregate.
+
+ <p>A null result is returned if the collection is empty.
+ An aggregation result may be null under other conditions,
+ e.g., a Regression2.SLOPE where the minimum number of samples has not been met.</div>
+<dl>
+<dt><span class="paramLabel">Type Parameters:</span></dt>
+<dd><code>T</code> - Tuple type</dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>c</code> - the Collection to aggregate</dd>
+<dd><code>getter</code> - function that returns the variable to aggregate from a <code>T</code></dd>
+<dd><code>aggregate</code> - the aggregation to perform</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the aggregation result, may be null.</dd>
+</dl>
+</li>
+</ul>
+<a name="aggregateN-java.util.Collection-org.apache.edgent.function.ToDoubleFunction-org.apache.edgent.analytics.math3.UnivariateAggregate...-">
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+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>aggregateN</h4>
+<pre>public static <T> <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3">ResultMap</a> aggregateN(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><T> c,
+ <a href="../../../../../org/apache/edgent/function/ToDoubleFunction.html" title="interface in org.apache.edgent.function">ToDoubleFunction</a><T> getter,
+ <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3">UnivariateAggregate</a>... aggregates)</pre>
+<div class="block">Perform the specified <a href="../../../../../org/apache/edgent/analytics/math3/UnivariateAggregate.html" title="interface in org.apache.edgent.analytics.math3"><code>UnivariateAggregate</code></a> a Collection of <code>T</code>
+ using the specified <a href="../../../../../org/apache/edgent/function/ToDoubleFunction.html" title="interface in org.apache.edgent.function"><code>getter</code></a> to extract the
+ variable to aggregate.
+
+ <p>If the collection is empty an empty ResultMap is returned.
+ The ResultMap does not contain an entry for an aggregation with a null,
+ e.g., a Regression2.SLOPE where the minimum number of samples has not been met.</div>
+<dl>
+<dt><span class="paramLabel">Type Parameters:</span></dt>
+<dd><code>T</code> - Tuple type</dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>c</code> - the Collection to aggregate</dd>
+<dd><code>getter</code> - function that returns the variable to aggregate from a <code>T</code></dd>
+<dd><code>aggregates</code> - the aggregations to perform</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3"><code>ResultMap</code></a> containing the variable's aggregation results</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>
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+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
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+<title>MvResultMap (Apache Edgent (incubating) v1.2.0 API)</title>
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+<li><a href="../../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
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+<li><a href="package-tree.html">Tree</a></li>
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+</ul>
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+<div class="subNav">
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+<li><a href="../../../../../org/apache/edgent/analytics/math3/Aggregations.html" title="class in org.apache.edgent.analytics.math3"><span class="typeNameLink">Prev Class</span></a></li>
+<li><a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3"><span class="typeNameLink">Next Class</span></a></li>
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+<li><a href="MvResultMap.html" target="_top">No Frames</a></li>
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+ //-->
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+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li><a href="#nested.classes.inherited.from.class.java.util.AbstractMap">Nested</a> | </li>
+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </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.edgent.analytics.math3</div>
+<h2 title="Class MvResultMap" class="title">Class MvResultMap</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.html?is-external=true" title="class or interface in java.util">java.util.AbstractMap</a><K,V></li>
+<li>
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/util/HashMap.html?is-external=true" title="class or interface in java.util">java.util.HashMap</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3">ResultMap</a>></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.edgent.analytics.math3.MvResultMap</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Cloneable.html?is-external=true" title="class or interface in java.lang">Cloneable</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3">ResultMap</a>></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">MvResultMap</span>
+extends <a href="http://docs.oracle.com/javase/8/docs/api/java/util/HashMap.html?is-external=true" title="class or interface in java.util">HashMap</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3">ResultMap</a>></pre>
+<div class="block">Aggregation results for multiple aggregated variables.
+
+ <p>The name of the aggregated variable is typically the key for the variable's <a href="../../../../../org/apache/edgent/analytics/math3/ResultMap.html" title="class in org.apache.edgent.analytics.math3"><code>ResultMap</code></a>.</div>
+<dl>
+<dt><span class="seeLabel">See Also:</span></dt>
+<dd><a href="../../../../../serialized-form.html#org.apache.edgent.analytics.math3.MvResultMap">Serialized Form</a></dd>
+</dl>
+</li>
+</ul>
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+<li class="blockList">
+<!-- ======== NESTED CLASS SUMMARY ======== -->
+<ul class="blockList">
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+<ul class="blockList">
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+<!-- -->
+</a>
+<h3>Nested classes/interfaces inherited from class java.util.<a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.html?is-external=true" title="class or interface in java.util">AbstractMap</a></h3>
+<code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.SimpleEntry.html?is-external=true" title="class or interface in java.util">AbstractMap.SimpleEntry</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.SimpleEntry.html?is-external=true" title="class or interface in java.util">K</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.SimpleEntry.html?is-external=true" title="class or interface in java.util">V</a>>, <a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.SimpleImmutableEntry.html?is-external=true" title="class or interface in java.util">AbstractMap.SimpleImmutableEntry</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.SimpleImmutableEntry.html?is-external=true" title="class or interface in java.util">K</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.SimpleImmutableEntry.html?is-external=true" title="class or interface in
java.util">V</a>></code></li>
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+<h3>Constructor Summary</h3>
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+<caption><span>Constructors</span><span class="tabEnd"> </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/edgent/analytics/math3/MvResultMap.html#MvResultMap--">MvResultMap</a></span>()</code>
+<div class="block">Create a new MvResultMap.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.summary">
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+<h3>Method Summary</h3>
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+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
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+<th class="colFirst" scope="col">Modifier and Type</th>
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+ <p>The JsonObject property names are the MvResultMap's keys and the property
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+
+ <p>An example resulting JsonObject would be
+ <pre>{ "temperature":{"MEAN":123.75, "MAX":180.5}, "pressure":{"MAX":13.0} }</pre>.</div>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the JsonObject</dd>
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+<li><a href="#nested.classes.inherited.from.class.java.util.AbstractMap">Nested</a> | </li>
+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
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+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
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+<!-- -->
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.edgent.analytics.math3</div>
+<h2 title="Class ResultMap" class="title">Class ResultMap</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/util/AbstractMap.html?is-external=true" title="class or interface in java.util">java.util.AbstractMap</a><K,V></li>
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+<div class="block">Aggregation results for a single aggregated variable.</div>
+<dl>
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+<dd><a href="../../../../../serialized-form.html#org.apache.edgent.analytics.math3.ResultMap">Serialized Form</a></dd>
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