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<h1 title="Uses of Package org.apache.datasketches.quantilescommon" class="title">Uses of Package<br>org.apache.datasketches.quantilescommon</h1>
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<table class="useSummary">
<caption><span>Packages that use <a href="package-summary.html">org.apache.datasketches.quantilescommon</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Package</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="#org.apache.datasketches.kll">org.apache.datasketches.kll</a></th>
<td class="colLast">
<div class="block">This package is for the implementations of the sketch algorithm developed by Zohar Karnin, Kevin Lang,
and Edo Liberty that is commonly referred to as the "KLL" sketch after the authors' last names.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="#org.apache.datasketches.quantiles">org.apache.datasketches.quantiles</a></th>
<td class="colLast">
<div class="block">The quantiles package contains stochastic streaming algorithms that enable single-pass
analysis of the distribution of a stream of quantiles.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="#org.apache.datasketches.quantilescommon">org.apache.datasketches.quantilescommon</a></th>
<td class="colLast">
<div class="block">This package contains common tools and methods for the <i>quantiles</i>, <i>kll</i> and
<i>req</i> packages.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="#org.apache.datasketches.req">org.apache.datasketches.req</a></th>
<td class="colLast">
<div class="block">This package is for the implementation of the Relative Error Quantiles sketch algorithm.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a id="org.apache.datasketches.kll">
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</a>
<table class="useSummary">
<caption><span>Classes in <a href="package-summary.html">org.apache.datasketches.quantilescommon</a> used by <a href="../kll/package-summary.html">org.apache.datasketches.kll</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Class</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/DoublesSortedView.html#org.apache.datasketches.kll">DoublesSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of primitive type double.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/DoublesSortedViewIterator.html#org.apache.datasketches.kll">DoublesSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView iterator for type double.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/FloatsSortedView.html#org.apache.datasketches.kll">FloatsSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of primitive type float.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/FloatsSortedViewIterator.html#org.apache.datasketches.kll">FloatsSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView Iterator for type float.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesAPI.html#org.apache.datasketches.kll">QuantilesAPI</a></th>
<td class="colLast">
<div class="block">This is a stochastic streaming sketch that enables near-real time analysis of the
approximate distribution of items from a very large stream in a single pass, requiring only
that the items are comparable.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesAPI.html#org.apache.datasketches.kll">QuantilesDoublesAPI</a></th>
<td class="colLast">
<div class="block">The Quantiles API for item type <i>double</i>.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesAPI.DoublesPartitionBoundaries.html#org.apache.datasketches.kll">QuantilesDoublesAPI.DoublesPartitionBoundaries</a></th>
<td class="colLast">
<div class="block">This encapsulates the essential information needed to construct actual partitions and is returned from the
<i>getPartitionBoundaries(int, QuantileSearchCritera)</i> method.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesSketchIterator.html#org.apache.datasketches.kll">QuantilesDoublesSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for primitive type double.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantileSearchCriteria.html#org.apache.datasketches.kll">QuantileSearchCriteria</a></th>
<td class="colLast">
<div class="block">These search criteria are used by the KLL, REQ and Classic Quantiles sketches in the DataSketches library.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesFloatsAPI.html#org.apache.datasketches.kll">QuantilesFloatsAPI</a></th>
<td class="colLast">
<div class="block">The Quantiles API for item type <i>float</i>.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesFloatsAPI.FloatsPartitionBoundaries.html#org.apache.datasketches.kll">QuantilesFloatsAPI.FloatsPartitionBoundaries</a></th>
<td class="colLast">
<div class="block">This encapsulates the essential information needed to construct actual partitions and is returned from the
<i>getPartitionBoundaries(int, QuantileSearchCritera)</i> method.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesFloatsSketchIterator.html#org.apache.datasketches.kll">QuantilesFloatsSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for primitive type float.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesSketchIterator.html#org.apache.datasketches.kll">QuantilesSketchIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SketchIterator hierarchy used for viewing the
non-ordered quantiles retained by a sketch.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/SortedView.html#org.apache.datasketches.kll">SortedView</a></th>
<td class="colLast">
<div class="block">This is the base interface for the Sorted View interface hierarchy.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/SortedViewIterator.html#org.apache.datasketches.kll">SortedViewIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SortedViewIterator hierarchy used with a SortedView obtained
from a quantile-type sketch.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a id="org.apache.datasketches.quantiles">
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</a>
<table class="useSummary">
<caption><span>Classes in <a href="package-summary.html">org.apache.datasketches.quantilescommon</a> used by <a href="../quantiles/package-summary.html">org.apache.datasketches.quantiles</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Class</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/DoublesSortedView.html#org.apache.datasketches.quantiles">DoublesSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of primitive type double.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/DoublesSortedViewIterator.html#org.apache.datasketches.quantiles">DoublesSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView iterator for type double.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/GenericSortedView.html#org.apache.datasketches.quantiles">GenericSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of generic type.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/GenericSortedViewIterator.html#org.apache.datasketches.quantiles">GenericSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView Iterator for generic types.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesAPI.html#org.apache.datasketches.quantiles">QuantilesAPI</a></th>
<td class="colLast">
<div class="block">This is a stochastic streaming sketch that enables near-real time analysis of the
approximate distribution of items from a very large stream in a single pass, requiring only
that the items are comparable.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesAPI.html#org.apache.datasketches.quantiles">QuantilesDoublesAPI</a></th>
<td class="colLast">
<div class="block">The Quantiles API for item type <i>double</i>.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesAPI.DoublesPartitionBoundaries.html#org.apache.datasketches.quantiles">QuantilesDoublesAPI.DoublesPartitionBoundaries</a></th>
<td class="colLast">
<div class="block">This encapsulates the essential information needed to construct actual partitions and is returned from the
<i>getPartitionBoundaries(int, QuantileSearchCritera)</i> method.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesSketchIterator.html#org.apache.datasketches.quantiles">QuantilesDoublesSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for primitive type double.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantileSearchCriteria.html#org.apache.datasketches.quantiles">QuantileSearchCriteria</a></th>
<td class="colLast">
<div class="block">These search criteria are used by the KLL, REQ and Classic Quantiles sketches in the DataSketches library.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesGenericAPI.html#org.apache.datasketches.quantiles">QuantilesGenericAPI</a></th>
<td class="colLast">
<div class="block">The Quantiles API for item type <i>generic</i>.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesGenericAPI.GenericPartitionBoundaries.html#org.apache.datasketches.quantiles">QuantilesGenericAPI.GenericPartitionBoundaries</a></th>
<td class="colLast">
<div class="block">This encapsulates the essential information needed to construct actual partitions and is returned from the
<i>getPartitionBoundaries(int, QuantileSearchCritera)</i> method.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesGenericSketchIterator.html#org.apache.datasketches.quantiles">QuantilesGenericSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for generic types.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesSketchIterator.html#org.apache.datasketches.quantiles">QuantilesSketchIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SketchIterator hierarchy used for viewing the
non-ordered quantiles retained by a sketch.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/SortedView.html#org.apache.datasketches.quantiles">SortedView</a></th>
<td class="colLast">
<div class="block">This is the base interface for the Sorted View interface hierarchy.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/SortedViewIterator.html#org.apache.datasketches.quantiles">SortedViewIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SortedViewIterator hierarchy used with a SortedView obtained
from a quantile-type sketch.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a id="org.apache.datasketches.quantilescommon">
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</a>
<table class="useSummary">
<caption><span>Classes in <a href="package-summary.html">org.apache.datasketches.quantilescommon</a> used by <a href="package-summary.html">org.apache.datasketches.quantilescommon</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Class</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/DoublesSortedView.html#org.apache.datasketches.quantilescommon">DoublesSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of primitive type double.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/DoublesSortedViewIterator.html#org.apache.datasketches.quantilescommon">DoublesSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView iterator for type double.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/FloatsSortedView.html#org.apache.datasketches.quantilescommon">FloatsSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of primitive type float.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/FloatsSortedViewIterator.html#org.apache.datasketches.quantilescommon">FloatsSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView Iterator for type float.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/GenericInequalitySearch.Inequality.html#org.apache.datasketches.quantilescommon">GenericInequalitySearch.Inequality</a></th>
<td class="colLast">
<div class="block">The enumerator of inequalities</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/GenericSortedView.html#org.apache.datasketches.quantilescommon">GenericSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of generic type.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/GenericSortedViewIterator.html#org.apache.datasketches.quantilescommon">GenericSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView Iterator for generic types.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/InequalitySearch.html#org.apache.datasketches.quantilescommon">InequalitySearch</a></th>
<td class="colLast">
<div class="block">This provides efficient, unique and unambiguous binary searching for inequality comparison criteria
for ordered arrays of values that may include duplicate values.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesAPI.html#org.apache.datasketches.quantilescommon">QuantilesAPI</a></th>
<td class="colLast">
<div class="block">This is a stochastic streaming sketch that enables near-real time analysis of the
approximate distribution of items from a very large stream in a single pass, requiring only
that the items are comparable.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesAPI.DoublesPartitionBoundaries.html#org.apache.datasketches.quantilescommon">QuantilesDoublesAPI.DoublesPartitionBoundaries</a></th>
<td class="colLast">
<div class="block">This encapsulates the essential information needed to construct actual partitions and is returned from the
<i>getPartitionBoundaries(int, QuantileSearchCritera)</i> method.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesDoublesSketchIterator.html#org.apache.datasketches.quantilescommon">QuantilesDoublesSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for primitive type double.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantileSearchCriteria.html#org.apache.datasketches.quantilescommon">QuantileSearchCriteria</a></th>
<td class="colLast">
<div class="block">These search criteria are used by the KLL, REQ and Classic Quantiles sketches in the DataSketches library.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesFloatsAPI.FloatsPartitionBoundaries.html#org.apache.datasketches.quantilescommon">QuantilesFloatsAPI.FloatsPartitionBoundaries</a></th>
<td class="colLast">
<div class="block">This encapsulates the essential information needed to construct actual partitions and is returned from the
<i>getPartitionBoundaries(int, QuantileSearchCritera)</i> method.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesFloatsSketchIterator.html#org.apache.datasketches.quantilescommon">QuantilesFloatsSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for primitive type float.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesGenericAPI.GenericPartitionBoundaries.html#org.apache.datasketches.quantilescommon">QuantilesGenericAPI.GenericPartitionBoundaries</a></th>
<td class="colLast">
<div class="block">This encapsulates the essential information needed to construct actual partitions and is returned from the
<i>getPartitionBoundaries(int, QuantileSearchCritera)</i> method.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesGenericSketchIterator.html#org.apache.datasketches.quantilescommon">QuantilesGenericSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for generic types.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesSketchIterator.html#org.apache.datasketches.quantilescommon">QuantilesSketchIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SketchIterator hierarchy used for viewing the
non-ordered quantiles retained by a sketch.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/SortedView.html#org.apache.datasketches.quantilescommon">SortedView</a></th>
<td class="colLast">
<div class="block">This is the base interface for the Sorted View interface hierarchy.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/SortedViewIterator.html#org.apache.datasketches.quantilescommon">SortedViewIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SortedViewIterator hierarchy used with a SortedView obtained
from a quantile-type sketch.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a id="org.apache.datasketches.req">
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</a>
<table class="useSummary">
<caption><span>Classes in <a href="package-summary.html">org.apache.datasketches.quantilescommon</a> used by <a href="../req/package-summary.html">org.apache.datasketches.req</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Class</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/FloatsSortedView.html#org.apache.datasketches.req">FloatsSortedView</a></th>
<td class="colLast">
<div class="block">The Sorted View for quantiles of primitive type float.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/FloatsSortedViewIterator.html#org.apache.datasketches.req">FloatsSortedViewIterator</a></th>
<td class="colLast">
<div class="block">The quantiles SortedView Iterator for type float.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesAPI.html#org.apache.datasketches.req">QuantilesAPI</a></th>
<td class="colLast">
<div class="block">This is a stochastic streaming sketch that enables near-real time analysis of the
approximate distribution of items from a very large stream in a single pass, requiring only
that the items are comparable.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantileSearchCriteria.html#org.apache.datasketches.req">QuantileSearchCriteria</a></th>
<td class="colLast">
<div class="block">These search criteria are used by the KLL, REQ and Classic Quantiles sketches in the DataSketches library.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesFloatsAPI.html#org.apache.datasketches.req">QuantilesFloatsAPI</a></th>
<td class="colLast">
<div class="block">The Quantiles API for item type <i>float</i>.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesFloatsSketchIterator.html#org.apache.datasketches.req">QuantilesFloatsSketchIterator</a></th>
<td class="colLast">
<div class="block">The quantiles sketch iterator for primitive type float.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/QuantilesSketchIterator.html#org.apache.datasketches.req">QuantilesSketchIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SketchIterator hierarchy used for viewing the
non-ordered quantiles retained by a sketch.</div>
</td>
</tr>
<tr class="rowColor">
<th class="colFirst" scope="row"><a href="class-use/SortedView.html#org.apache.datasketches.req">SortedView</a></th>
<td class="colLast">
<div class="block">This is the base interface for the Sorted View interface hierarchy.</div>
</td>
</tr>
<tr class="altColor">
<th class="colFirst" scope="row"><a href="class-use/SortedViewIterator.html#org.apache.datasketches.req">SortedViewIterator</a></th>
<td class="colLast">
<div class="block">This is the base interface for the SortedViewIterator hierarchy used with a SortedView obtained
from a quantile-type sketch.</div>
</td>
</tr>
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