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<!DOCTYPE HTML>
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<caption><span>Package Summary</span><span class="tabEnd">&nbsp;</span></caption>
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<th class="colFirst" scope="col">Package</th>
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<th class="colLast" scope="col">Description</th>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/package-summary.html">org.apache.datasketches</a></th>
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<div class="block">This package is the parent package for all sketch families and common code areas.</div>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/common/package-summary.html">org.apache.datasketches.common</a></th>
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<div class="block">This package is for common classes that may be used across all the sketch families.</div>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/cpc/package-summary.html">org.apache.datasketches.cpc</a></th>
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<div class="block">Compressed Probabilistic Counting sketch family</div>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/fdt/package-summary.html">org.apache.datasketches.fdt</a></th>
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<div class="block">Frequent Distinct Tuples Sketch</div>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/filters/package-summary.html">org.apache.datasketches.filters</a></th>
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<div class="block">The filters package contains data structures used to determine
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approximate set-membership.</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/filters/bloomfilter/package-summary.html">org.apache.datasketches.filters.bloomfilter</a></th>
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<td class="colLast">&nbsp;</td>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/frequencies/package-summary.html">org.apache.datasketches.frequencies</a></th>
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<td class="colLast">
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<div class="block">This package is dedicated to streaming algorithms that enable estimation of the
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frequency of occurrence of items in a weighted multiset stream of items.</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/hash/package-summary.html">org.apache.datasketches.hash</a></th>
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<td class="colLast">
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<div class="block">The hash package contains a high-performing and extended Java implementations
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of Austin Appleby's 128-bit MurmurHash3 hash function originally coded in C.</div>
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</td>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/hll/package-summary.html">org.apache.datasketches.hll</a></th>
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<div class="block">The DataSketches&trade; HLL sketch family package</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/hllmap/package-summary.html">org.apache.datasketches.hllmap</a></th>
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<td class="colLast">
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<div class="block">The hllmap package contains a space efficient HLL mapping sketch of keys to approximate unique
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count of identifiers.</div>
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</td>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/kll/package-summary.html">org.apache.datasketches.kll</a></th>
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<td class="colLast">
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<div class="block">This package is for the implementations of the sketch algorithm developed by Zohar Karnin, Kevin Lang,
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and Edo Liberty that is commonly referred to as the "KLL" sketch after the authors' last names.</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/partitions/package-summary.html">org.apache.datasketches.partitions</a></th>
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<td class="colLast">&nbsp;</td>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/quantiles/package-summary.html">org.apache.datasketches.quantiles</a></th>
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<td class="colLast">
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<div class="block">The quantiles package contains stochastic streaming algorithms that enable single-pass
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analysis of the distribution of a stream of quantiles.</div>
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</td>
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</tr>
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<tr class="rowColor">
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/quantilescommon/package-summary.html">org.apache.datasketches.quantilescommon</a></th>
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<td class="colLast">
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<div class="block">This package contains common tools and methods for the <i>quantiles</i>, <i>kll</i> and
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<i>req</i> packages.</div>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/req/package-summary.html">org.apache.datasketches.req</a></th>
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<td class="colLast">
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<div class="block">This package is for the implementation of the Relative Error Quantiles sketch algorithm.</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/sampling/package-summary.html">org.apache.datasketches.sampling</a></th>
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<td class="colLast">
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<div class="block">This package is dedicated to streaming algorithms that enable fixed size, uniform sampling of
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weighted and unweighted items from a stream.</div>
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</td>
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</tr>
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<tr class="altColor">
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/tdigest/package-summary.html">org.apache.datasketches.tdigest</a></th>
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<td class="colLast">
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<div class="block">t-Digest for estimating quantiles and ranks.</div>
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</td>
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</tr>
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<tr class="rowColor">
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/theta/package-summary.html">org.apache.datasketches.theta</a></th>
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<td class="colLast">
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<div class="block">The theta package contains the basic sketch classes that are members of the
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<a href="./resources/dictionary.html#thetaSketch">Theta Sketch Framework</a>.</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/thetacommon/package-summary.html">org.apache.datasketches.thetacommon</a></th>
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<td class="colLast">
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<div class="block">This package contains common tools and methods for the <i>theta</i>,
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<i>tuple</i>, <i>tuple/*</i> and <i>fdt</i> packages.</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/tuple/package-summary.html">org.apache.datasketches.tuple</a></th>
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<td class="colLast">
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<div class="block">The tuple package contains a number of sketches based on the same
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fundamental algorithms of the Theta Sketch Framework and extend these
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concepts for whole new families of sketches.</div>
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</td>
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</tr>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/tuple/adouble/package-summary.html">org.apache.datasketches.tuple.adouble</a></th>
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<td class="colLast">
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<div class="block">This package is for a generic implementation of the Tuple sketch for single Double value.</div>
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</td>
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<th class="colFirst" scope="row"><a href="org/apache/datasketches/tuple/aninteger/package-summary.html">org.apache.datasketches.tuple.aninteger</a></th>
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<td class="colLast">
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<div class="block">This package is for a generic implementation of the Tuple sketch for single Integer value.</div>
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</td>
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<td class="colLast">
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<div class="block">This package is for a concrete implementation of the Tuple sketch for an array of double values.</div>
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</td>
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<td class="colLast">
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<div class="block">This package is for a generic implementation of the Tuple sketch for single String value.</div>
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