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<div class="subTitle">org.apache.edgent.analytics.sensors</div>
<h2 title="Class Filters" class="title">Class Filters</h2>
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<pre>public class <span class="typeNameLabel">Filters</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">Filters aimed at sensors.</div>
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<td class="colFirst"><code>static &lt;T,V&gt;&nbsp;<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/sensors/Filters.html#deadband-org.apache.edgent.topology.TStream-org.apache.edgent.function.Function-org.apache.edgent.function.Predicate-">deadband</a></span>(<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;stream,
<a href="../../../../../org/apache/edgent/function/Function.html" title="interface in org.apache.edgent.function">Function</a>&lt;T,V&gt;&nbsp;value,
<a href="../../../../../org/apache/edgent/function/Predicate.html" title="interface in org.apache.edgent.function">Predicate</a>&lt;V&gt;&nbsp;inBand)</code>
<div class="block">Deadband filter.</div>
</td>
</tr>
<tr id="i1" class="rowColor">
<td class="colFirst"><code>static &lt;T,V&gt;&nbsp;<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/sensors/Filters.html#deadband-org.apache.edgent.topology.TStream-org.apache.edgent.function.Function-org.apache.edgent.function.Predicate-long-java.util.concurrent.TimeUnit-">deadband</a></span>(<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;stream,
<a href="../../../../../org/apache/edgent/function/Function.html" title="interface in org.apache.edgent.function">Function</a>&lt;T,V&gt;&nbsp;value,
<a href="../../../../../org/apache/edgent/function/Predicate.html" title="interface in org.apache.edgent.function">Predicate</a>&lt;V&gt;&nbsp;inBand,
long&nbsp;maximumSuppression,
<a href="http://docs.oracle.com/javase/8/docs/api/java/util/concurrent/TimeUnit.html?is-external=true" title="class or interface in java.util.concurrent">TimeUnit</a>&nbsp;unit)</code>
<div class="block">Deadband filter with maximum suppression time.</div>
</td>
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<td class="colFirst"><code>static &lt;T&gt;&nbsp;<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/edgent/analytics/sensors/Filters.html#deadtime-org.apache.edgent.topology.TStream-long-java.util.concurrent.TimeUnit-">deadtime</a></span>(<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;stream,
long&nbsp;deadtimePeriod,
<a href="http://docs.oracle.com/javase/8/docs/api/java/util/concurrent/TimeUnit.html?is-external=true" title="class or interface in java.util.concurrent">TimeUnit</a>&nbsp;unit)</code>
<div class="block">Deadtime filter.</div>
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<h4>deadband</h4>
<pre>public static&nbsp;&lt;T,V&gt;&nbsp;<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;deadband(<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;stream,
<a href="../../../../../org/apache/edgent/function/Function.html" title="interface in org.apache.edgent.function">Function</a>&lt;T,V&gt;&nbsp;value,
<a href="../../../../../org/apache/edgent/function/Predicate.html" title="interface in org.apache.edgent.function">Predicate</a>&lt;V&gt;&nbsp;inBand,
long&nbsp;maximumSuppression,
<a href="http://docs.oracle.com/javase/8/docs/api/java/util/concurrent/TimeUnit.html?is-external=true" title="class or interface in java.util.concurrent">TimeUnit</a>&nbsp;unit)</pre>
<div class="block">Deadband filter with maximum suppression time.
A filter that discards any tuples that are in the deadband, uninteresting to downstream consumers.
<P>
A tuple <code>t</code> is passed through the deadband filter if:
<UL>
<LI>
<code>inBand.test(value.apply(t))</code> is false, that is the tuple's value is outside of the deadband
</LI>
<LI>
OR <code>inBand.test(value.apply(t))</code> is true AND the last tuple's value was outside of the deadband.
This corresponds to the first tuple's value inside the deadband after a period being outside it.
</LI>
<LI>
OR it has been more than <code>maximumSuppression</code> seconds (in unit <code>unit</code>)
</LI>
<LI>
OR it is the first tuple (effectively the state of the filter starts as outside of the deadband).
</LI>
</UL></div>
<dl>
<dt><span class="paramLabel">Type Parameters:</span></dt>
<dd><code>T</code> - Tuple type.</dd>
<dd><code>V</code> - Value type for the deadband function.</dd>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>stream</code> - Stream containing readings.</dd>
<dd><code>value</code> - Function to obtain the tuple's value passed to the deadband function.</dd>
<dd><code>inBand</code> - Function that defines the deadband.</dd>
<dd><code>maximumSuppression</code> - Maximum amount of time to suppress values that are in the deadband.</dd>
<dd><code>unit</code> - Unit for <code>maximumSuppression</code>.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Filtered stream.</dd>
</dl>
</li>
</ul>
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<h4>deadband</h4>
<pre>public static&nbsp;&lt;T,V&gt;&nbsp;<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;deadband(<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;stream,
<a href="../../../../../org/apache/edgent/function/Function.html" title="interface in org.apache.edgent.function">Function</a>&lt;T,V&gt;&nbsp;value,
<a href="../../../../../org/apache/edgent/function/Predicate.html" title="interface in org.apache.edgent.function">Predicate</a>&lt;V&gt;&nbsp;inBand)</pre>
<div class="block">Deadband filter.
A filter that discards any tuples that are in the deadband, uninteresting to downstream consumers.
<P>
A tuple <code>t</code> is passed through the deadband filter if:
<UL>
<LI>
<code>inBand.test(value.apply(t))</code> is false, that is the value is outside of the deadband
</LI>
<LI>
OR <code>inBand.test(value.apply(t))</code> is true and the last value was outside of the deadband.
This corresponds to the first value inside the deadband after a period being outside it.
</LI>
<LI>
OR it is the first tuple (effectively the state of the filter starts as outside of the deadband).
</LI>
</UL>
<P>
Here's an example of how <code>deadband()</code> would pass through tuples for a sequence of
values against the shaded dead band area. Circled values are ones that are passed through
the filter to the returned stream.
<BR>
<UL>
<LI>All tuples with a value outside the dead band.</LI>
<LI>Two tuples with values within the dead band that are the first time values return to being in band
after being outside of the dead band.</LI>
<LI>The first tuple.</LI>
</UL>
<BR>
<img src="doc-files/deadband.png" alt="Deadband example"></div>
<dl>
<dt><span class="paramLabel">Type Parameters:</span></dt>
<dd><code>T</code> - Tuple type.</dd>
<dd><code>V</code> - Value type for the deadband function.</dd>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>stream</code> - Stream containing readings.</dd>
<dd><code>value</code> - Function to obtain the value passed to the deadband function.</dd>
<dd><code>inBand</code> - Function that defines the deadband.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Filtered stream.</dd>
</dl>
</li>
</ul>
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<h4>deadtime</h4>
<pre>public static&nbsp;&lt;T&gt;&nbsp;<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;deadtime(<a href="../../../../../org/apache/edgent/topology/TStream.html" title="interface in org.apache.edgent.topology">TStream</a>&lt;T&gt;&nbsp;stream,
long&nbsp;deadtimePeriod,
<a href="http://docs.oracle.com/javase/8/docs/api/java/util/concurrent/TimeUnit.html?is-external=true" title="class or interface in java.util.concurrent">TimeUnit</a>&nbsp;unit)</pre>
<div class="block">Deadtime filter.
A filter that discards tuples for a period of time after passing
a tuple.
<p>
E.g., for a deadtime period of 30 minutes, after letting a tuple
pass through, any tuples received during the next 30 minutes are
filtered out. Then the next arriving tuple is passed through and
a new deadtime period is begun.
</p><p>
Use <a href="../../../../../org/apache/edgent/analytics/sensors/Deadtime.html" title="class in org.apache.edgent.analytics.sensors"><code>Deadtime</code></a> directly if you need to change the deadtime period
while the topology is running.
</p></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>stream</code> - TStream to add deadtime filter to</dd>
<dd><code>deadtimePeriod</code> - the deadtime period in <code>unit</code></dd>
<dd><code>unit</code> - the <a href="http://docs.oracle.com/javase/8/docs/api/java/util/concurrent/TimeUnit.html?is-external=true" title="class or interface in java.util.concurrent"><code>TimeUnit</code></a> to apply to <code>deadtimePeriod</code></dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>the deadtime filtered stream</dd>
<dt><span class="seeLabel">See Also:</span></dt>
<dd><a href="../../../../../org/apache/edgent/analytics/sensors/Deadtime.html" title="class in org.apache.edgent.analytics.sensors"><code>Deadtime</code></a></dd>
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