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| <div class="subTitle">com.yahoo.sketches.sampling</div> |
| <h2 title="Class ReservoirLongsSketch" class="title">Class ReservoirLongsSketch</h2> |
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| <ul class="inheritance"> |
| <li><a href="https://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> |
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| <li>com.yahoo.sketches.sampling.ReservoirLongsSketch</li> |
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| <pre>public final class <span class="typeNameLabel">ReservoirLongsSketch</span> |
| extends <a href="https://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">This sketch provides a reservoir sample over an input stream of <tt>long</tt>s. The sketch |
| contains a uniform random sample of items from the stream.</div> |
| <dl> |
| <dt><span class="simpleTagLabel">Author:</span></dt> |
| <dd>Jon Malkin, Kevin Lang</dd> |
| </dl> |
| </li> |
| </ul> |
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| <h3>Method Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> |
| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance 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><a href="../../../../com/yahoo/sketches/sampling/SampleSubsetSummary.html" title="class in com.yahoo.sketches.sampling">SampleSubsetSummary</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#estimateSubsetSum-java.util.function.Predicate-">estimateSubsetSum</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/Predicate.html?is-external=true" title="class or interface in java.util.function">Predicate</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a>> predicate)</code> |
| <div class="block">Computes an estimated subset sum from the entire stream for objects matching a given |
| predicate.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#getK--">getK</a></span>()</code> |
| <div class="block">Returns the sketch's value of <i>k</i>, the maximum number of samples stored in the reservoir.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>long</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#getN--">getN</a></span>()</code> |
| <div class="block">Returns the number of items processed from the input stream</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#getNumSamples--">getNumSamples</a></span>()</code> |
| <div class="block">Returns the current number of items in the reservoir, which may be smaller than the reservoir |
| capacity.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>long[]</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#getSamples--">getSamples</a></span>()</code> |
| <div class="block">Returns a copy of the items in the reservoir.</div> |
| </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html" title="class in com.yahoo.sketches.sampling">ReservoirLongsSketch</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#heapify-com.yahoo.memory.Memory-">heapify</a></span>(com.yahoo.memory.Memory srcMem)</code> |
| <div class="block">Returns a sketch instance of this class from the given srcMem, which must be a Memory |
| representation of this sketch class.</div> |
| </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html" title="class in com.yahoo.sketches.sampling">ReservoirLongsSketch</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#newInstance-int-">newInstance</a></span>(int k)</code> |
| <div class="block">Construct a mergeable reservoir sampling sketch with up to k samples using the default resize |
| factor (8).</div> |
| </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html" title="class in com.yahoo.sketches.sampling">ReservoirLongsSketch</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#newInstance-int-com.yahoo.sketches.ResizeFactor-">newInstance</a></span>(int k, |
| <a href="../../../../com/yahoo/sketches/ResizeFactor.html" title="enum in com.yahoo.sketches">ResizeFactor</a> rf)</code> |
| <div class="block">Construct a mergeable reservoir sampling sketch with up to k samples using the default resize |
| factor (8).</div> |
| </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#reset--">reset</a></span>()</code> |
| <div class="block">Resets this sketch to the empty state, but retains the original value of k.</div> |
| </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code>byte[]</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#toByteArray--">toByteArray</a></span>()</code> |
| <div class="block">Returns a byte array representation of this sketch</div> |
| </td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#toString--">toString</a></span>()</code> |
| <div class="block">Returns a human-readable summary of the sketch, without items.</div> |
| </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html#update-long-">update</a></span>(long item)</code> |
| <div class="block">Randomly decide whether or not to include an item in the sample set.</div> |
| </td> |
| </tr> |
| </table> |
| <ul class="blockList"> |
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| <h3>Methods inherited from class java.lang.<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></h3> |
| <code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#clone--" title="class or interface in java.lang">clone</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-" title="class or interface in java.lang">equals</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#finalize--" title="class or interface in java.lang">finalize</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#getClass--" title="class or interface in java.lang">getClass</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#hashCode--" title="class or interface in java.lang">hashCode</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notify--" title="class or interface in java.lang">notify</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
| </ul> |
| </li> |
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| <h4>newInstance</h4> |
| <pre>public static <a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html" title="class in com.yahoo.sketches.sampling">ReservoirLongsSketch</a> newInstance(int k)</pre> |
| <div class="block">Construct a mergeable reservoir sampling sketch with up to k samples using the default resize |
| factor (8).</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>k</code> - Maximum size of sampling. Allocated size may be smaller until sampling fills. Unlike |
| many sketches in this package, this value does <em>not</em> need to be a power of 2.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>A ReservoirLongsSketch initialized with maximum size k and the default resize factor.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="newInstance-int-com.yahoo.sketches.ResizeFactor-"> |
| <!-- --> |
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| <h4>newInstance</h4> |
| <pre>public static <a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html" title="class in com.yahoo.sketches.sampling">ReservoirLongsSketch</a> newInstance(int k, |
| <a href="../../../../com/yahoo/sketches/ResizeFactor.html" title="enum in com.yahoo.sketches">ResizeFactor</a> rf)</pre> |
| <div class="block">Construct a mergeable reservoir sampling sketch with up to k samples using the default resize |
| factor (8).</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>k</code> - Maximum size of sampling. Allocated size may be smaller until sampling fills. Unlike |
| many sketches in this package, this value does <em>not</em> need to be a power of 2.</dd> |
| <dd><code>rf</code> - <a href="../../../../resources/dictionary.html#resizeFactor">See Resize Factor</a></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>A ReservoirLongsSketch initialized with maximum size k and ResizeFactor rf.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="heapify-com.yahoo.memory.Memory-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>heapify</h4> |
| <pre>public static <a href="../../../../com/yahoo/sketches/sampling/ReservoirLongsSketch.html" title="class in com.yahoo.sketches.sampling">ReservoirLongsSketch</a> heapify(com.yahoo.memory.Memory srcMem)</pre> |
| <div class="block">Returns a sketch instance of this class from the given srcMem, which must be a Memory |
| representation of this sketch class.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>srcMem</code> - a Memory representation of a sketch of this class. <a href= |
| "../../../../resources/dictionary.html#mem">See Memory</a></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>a sketch instance of this class</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getK--"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getK</h4> |
| <pre>public int getK()</pre> |
| <div class="block">Returns the sketch's value of <i>k</i>, the maximum number of samples stored in the reservoir. |
| The current number of items in the sketch may be lower.</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>k, the maximum number of samples in the reservoir</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getN--"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getN</h4> |
| <pre>public long getN()</pre> |
| <div class="block">Returns the number of items processed from the input stream</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>n, the number of stream items the sketch has seen</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getNumSamples--"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getNumSamples</h4> |
| <pre>public int getNumSamples()</pre> |
| <div class="block">Returns the current number of items in the reservoir, which may be smaller than the reservoir |
| capacity.</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>the number of items currently in the reservoir</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getSamples--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getSamples</h4> |
| <pre>public long[] getSamples()</pre> |
| <div class="block">Returns a copy of the items in the reservoir. The returned array length may be smaller than the |
| reservoir capacity.</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>A copy of the reservoir array</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="update-long-"> |
| <!-- --> |
| </a> |
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| <li class="blockList"> |
| <h4>update</h4> |
| <pre>public void update(long item)</pre> |
| <div class="block">Randomly decide whether or not to include an item in the sample set.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>item</code> - a unit-weight (equivalently, unweighted) item of the set being sampled from</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="reset--"> |
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| </a> |
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| <li class="blockList"> |
| <h4>reset</h4> |
| <pre>public void reset()</pre> |
| <div class="block">Resets this sketch to the empty state, but retains the original value of k.</div> |
| </li> |
| </ul> |
| <a name="toString--"> |
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| </a> |
| <ul class="blockList"> |
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| <h4>toString</h4> |
| <pre>public <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> toString()</pre> |
| <div class="block">Returns a human-readable summary of the sketch, without items.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a></code> in class <code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></code></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>A string version of the sketch summary</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="toByteArray--"> |
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| </a> |
| <ul class="blockList"> |
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| <h4>toByteArray</h4> |
| <pre>public byte[] toByteArray()</pre> |
| <div class="block">Returns a byte array representation of this sketch</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>a byte array representation of this sketch</dd> |
| </dl> |
| </li> |
| </ul> |
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| </a> |
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| <h4>estimateSubsetSum</h4> |
| <pre>public <a href="../../../../com/yahoo/sketches/sampling/SampleSubsetSummary.html" title="class in com.yahoo.sketches.sampling">SampleSubsetSummary</a> estimateSubsetSum(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/Predicate.html?is-external=true" title="class or interface in java.util.function">Predicate</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a>> predicate)</pre> |
| <div class="block">Computes an estimated subset sum from the entire stream for objects matching a given |
| predicate. Provides a lower bound, estimate, and upper bound using a target of 2 standard |
| deviations. |
| |
| <p>This is technically a heuristic method, and tries to err on the conservative side.</p></div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>predicate</code> - A predicate to use when identifying items.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>A summary object containing the estimate, upper and lower bounds, and the total |
| sketch weight.</dd> |
| </dl> |
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