From dde76cef0ddd0472e3049f56f38d56a43560d750 Mon Sep 17 00:00:00 2001 From: leerho Date: Thu, 30 Nov 2023 19:55:04 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20apache/d?= =?UTF-8?q?atasketches-java@e06ae7de4d4f6faa3a79840c34b5615a77ba056d=20?= =?UTF-8?q?=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/master/allclasses-index.html | 351 +++++------ docs/master/allclasses.html | 22 +- docs/master/allpackages-index.html | 24 +- docs/master/constant-values.html | 19 + docs/master/element-list | 1 + docs/master/index-all.html | 484 +++++++++------ docs/master/index.html | 24 +- docs/master/jquery/jquery-ui.min.css | 2 +- docs/master/jquery/jquery-ui.min.js | 4 +- docs/master/legal/jqueryUI.md | 2 +- docs/master/member-search-index.js | 2 +- docs/master/member-search-index.zip | Bin 15870 -> 16384 bytes .../common/ArrayOfBooleansSerDe.html | 2 +- .../common/ArrayOfDoublesSerDe.html | 2 +- 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.../apache/datasketches/kll/package-use.html | 29 +- .../datasketches/partitions/BoundsRule.html | 401 +++++++++++++ .../Partitioner.PartitionBoundsRow.html | 386 ++++++++++++ .../Partitioner.StackElement.html} | 99 ++-- .../datasketches/partitions/Partitioner.html | 410 +++++++++++++ .../SketchFillRequest.html} | 117 ++-- .../partitions/class-use/BoundsRule.html | 238 ++++++++ .../Partitioner.PartitionBoundsRow.html} | 33 +- .../class-use/Partitioner.StackElement.html} | 30 +- .../partitions/class-use/Partitioner.html | 149 +++++ .../class-use/SketchFillRequest.html} | 46 +- .../partitions/package-summary.html | 215 +++++++ .../datasketches/partitions/package-tree.html | 186 ++++++ .../datasketches/partitions/package-use.html | 203 +++++++ .../datasketches/quantiles/ClassicUtil.html | 2 +- .../quantiles/CompactDoublesSketch.html | 6 +- .../datasketches/quantiles/DoublesSketch.html | 113 ++-- .../quantiles/DoublesSketchBuilder.html | 4 +- .../quantiles/DoublesSketchIterator.html | 2 +- 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.../class-use/DoublesSortedViewIterator.html | 46 +- .../class-use/FloatsSortedViewIterator.html | 46 +- ...s.html => GenericPartitionBoundaries.html} | 105 +++- .../class-use/GenericSortedView.html | 15 - .../class-use/GenericSortedViewIterator.html | 24 +- .../class-use/InequalitySearch.html | 12 + .../class-use/PartitionBoundaries.html} | 34 +- .../class-use/PartitioningFeature.html | 282 +++++++++ .../class-use/QuantileSearchCriteria.html | 262 +++++---- ...DoublesAPI.DoublesPartitionBoundaries.html | 121 +--- ...esFloatsAPI.FloatsPartitionBoundaries.html | 91 +-- .../class-use/QuantilesGenericAPI.html | 37 ++ .../class-use/QuantilesSketchIterator.html | 8 + .../quantilescommon/class-use/SortedView.html | 2 +- .../class-use/SortedViewIterator.html | 155 +---- .../quantilescommon/package-summary.html | 60 +- .../quantilescommon/package-tree.html | 18 +- .../quantilescommon/package-use.html | 211 +++---- .../apache/datasketches/req/ReqSketch.html | 113 ++-- .../datasketches/req/ReqSketchBuilder.html | 4 +- .../datasketches/req/ReqSketchIterator.html | 2 +- .../datasketches/req/ReqSketchSortedView.html | 109 +++- .../datasketches/req/class-use/ReqSketch.html | 2 +- .../datasketches/req/package-summary.html | 6 - .../apache/datasketches/req/package-tree.html | 1 - .../apache/datasketches/req/package-use.html | 6 - .../sampling/ReservoirItemsSketch.html | 4 +- .../sampling/ReservoirItemsUnion.html | 4 +- .../sampling/ReservoirLongsSketch.html | 4 +- .../sampling/ReservoirLongsUnion.html | 4 +- .../sampling/SampleSubsetSummary.html | 2 +- ...arOptItemsSamples.VarOptItemsIterator.html | 8 +- .../VarOptItemsSamples.WeightedSample.html | 2 +- .../sampling/VarOptItemsSamples.html | 6 +- .../sampling/VarOptItemsSketch.html | 4 +- .../sampling/VarOptItemsUnion.html | 4 +- .../org/apache/datasketches/theta/AnotB.html | 2 +- .../apache/datasketches/theta/BitPacking.html | 2 +- .../datasketches/theta/CompactSketch.html | 2 +- .../datasketches/theta/Intersection.html | 2 +- .../datasketches/theta/JaccardSimilarity.html | 2 +- .../datasketches/theta/SetOperation.html | 2 +- .../theta/SetOperationBuilder.html | 4 +- .../org/apache/datasketches/theta/Sketch.html | 4 +- .../apache/datasketches/theta/Sketches.html | 2 +- .../org/apache/datasketches/theta/Union.html | 2 +- .../datasketches/theta/UpdateReturnState.html | 4 +- .../datasketches/theta/UpdateSketch.html | 2 +- .../theta/UpdateSketchBuilder.html | 4 +- .../thetacommon/BinomialBoundsN.html | 2 +- .../BoundsOnRatiosInThetaSketchedSets.html | 2 +- .../BoundsOnRatiosInTupleSketchedSets.html | 2 +- .../thetacommon/HashOperations.html | 2 +- .../datasketches/thetacommon/QuickSelect.html | 2 +- .../SetOperationCornerCases.AnotbAction.html | 4 +- .../SetOperationCornerCases.CornerCase.html | 4 +- ...tOperationCornerCases.IntersectAction.html | 4 +- .../SetOperationCornerCases.UnionAction.html | 4 +- .../thetacommon/SetOperationCornerCases.html | 2 +- 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.../tuple/adouble/DoubleSummaryFactory.html | 2 +- .../adouble/DoubleSummarySetOperations.html | 2 +- .../tuple/aninteger/IntegerSketch.html | 2 +- .../tuple/aninteger/IntegerSummary.Mode.html | 4 +- .../tuple/aninteger/IntegerSummary.html | 2 +- .../aninteger/IntegerSummaryDeserializer.html | 2 +- .../aninteger/IntegerSummaryFactory.html | 2 +- .../IntegerSummarySetOperations.html | 2 +- .../arrayofdoubles/ArrayOfDoublesAnotB.html | 2 +- .../ArrayOfDoublesAnotBImpl.html | 2 +- .../ArrayOfDoublesCompactSketch.html | 2 +- .../ArrayOfDoublesIntersection.html | 2 +- .../ArrayOfDoublesSetOperationBuilder.html | 2 +- .../arrayofdoubles/ArrayOfDoublesSketch.html | 4 +- .../ArrayOfDoublesSketches.html | 2 +- .../arrayofdoubles/ArrayOfDoublesUnion.html | 2 +- .../ArrayOfDoublesUpdatableSketch.html | 2 +- .../ArrayOfDoublesUpdatableSketchBuilder.html | 2 +- .../tuple/strings/ArrayOfStringsSketch.html | 2 +- .../tuple/strings/ArrayOfStringsSummary.html | 6 +- .../ArrayOfStringsSummaryDeserializer.html | 2 +- .../strings/ArrayOfStringsSummaryFactory.html | 2 +- .../ArrayOfStringsSummarySetOperations.html | 2 +- docs/master/overview-tree.html | 51 +- docs/master/package-search-index.js | 2 +- docs/master/package-search-index.zip | Bin 344 -> 351 bytes docs/master/type-search-index.js | 2 +- docs/master/type-search-index.zip | Bin 1592 -> 1627 bytes 237 files changed, 7363 insertions(+), 5092 deletions(-) delete mode 100644 docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedViewIterator.html delete mode 100644 docs/master/org/apache/datasketches/kll/KllFloatsSketchSortedViewIterator.html delete mode 100644 docs/master/org/apache/datasketches/kll/KllItemsSketchSortedView.KllItemsSketchSortedViewIterator.html rename docs/master/org/apache/datasketches/{req/ReqSketchSortedViewIterator.html => kll/KllSketchIterator.html} (55%) rename docs/master/org/apache/datasketches/kll/class-use/{KllFloatsSketchSortedViewIterator.html => KllSketchIterator.html} (71%) create mode 100644 docs/master/org/apache/datasketches/partitions/BoundsRule.html create mode 100644 docs/master/org/apache/datasketches/partitions/Partitioner.PartitionBoundsRow.html rename docs/master/org/apache/datasketches/{quantilescommon/QuantilesGenericAPI.GenericPartitionBoundaries.html => partitions/Partitioner.StackElement.html} (67%) create mode 100644 docs/master/org/apache/datasketches/partitions/Partitioner.html rename docs/master/org/apache/datasketches/{quantiles/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html => partitions/SketchFillRequest.html} (52%) create mode 100644 docs/master/org/apache/datasketches/partitions/class-use/BoundsRule.html rename docs/master/org/apache/datasketches/{quantiles/class-use/DoublesSketchSortedViewIterator.html => partitions/class-use/Partitioner.PartitionBoundsRow.html} (71%) rename docs/master/org/apache/datasketches/{req/class-use/ReqSketchSortedViewIterator.html => partitions/class-use/Partitioner.StackElement.html} (72%) create mode 100644 docs/master/org/apache/datasketches/partitions/class-use/Partitioner.html rename docs/master/org/apache/datasketches/{kll/class-use/KllItemsSketchSortedView.KllItemsSketchSortedViewIterator.html => partitions/class-use/SketchFillRequest.html} (62%) create mode 100644 docs/master/org/apache/datasketches/partitions/package-summary.html create mode 100644 docs/master/org/apache/datasketches/partitions/package-tree.html create mode 100644 docs/master/org/apache/datasketches/partitions/package-use.html delete mode 100644 docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedViewIterator.html delete mode 100644 docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html create mode 100644 docs/master/org/apache/datasketches/quantilescommon/GenericPartitionBoundaries.html create mode 100644 docs/master/org/apache/datasketches/quantilescommon/PartitionBoundaries.html create mode 100644 docs/master/org/apache/datasketches/quantilescommon/PartitioningFeature.html rename docs/master/org/apache/datasketches/quantilescommon/class-use/{QuantilesGenericAPI.GenericPartitionBoundaries.html => GenericPartitionBoundaries.html} (50%) rename docs/master/org/apache/datasketches/{kll/class-use/KllDoublesSketchSortedViewIterator.html => quantilescommon/class-use/PartitionBoundaries.html} (70%) create mode 100644 docs/master/org/apache/datasketches/quantilescommon/class-use/PartitioningFeature.html diff --git a/docs/master/allclasses-index.html b/docs/master/allclasses-index.html index f9c14d8b9..ce18f1ca4 100644 --- a/docs/master/allclasses-index.html +++ b/docs/master/allclasses-index.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":2,"i1":2,"i2":2,"i3":2,"i4":2,"i5":1,"i6":2,"i7":2,"i8":2,"i9":2,"i10":2,"i11":2,"i12":1,"i13":2,"i14":2,"i15":2,"i16":2,"i17":2,"i18":2,"i19":2,"i20":2,"i21":2,"i22":2,"i23":2,"i24":2,"i25":2,"i26":2,"i27":2,"i28":2,"i29":2,"i30":2,"i31":2,"i32":2,"i33":2,"i34":2,"i35":2,"i36":2,"i37":2,"i38":2,"i39":2,"i40":2,"i41":2,"i42":2,"i43":2,"i44":2,"i45":2,"i46":2,"i47":2,"i48":2,"i49":1,"i50":1,"i51":2,"i52":4,"i53":2,"i54":2,"i55":2,"i56":2,"i57":2,"i58":4,"i59":4,"i60":2,"i61":2,"i62":1,"i63":1,"i64":2,"i65":4,"i66":1,"i67":2,"i68":2,"i69":1,"i70":2,"i71":2,"i72":4,"i73":2,"i74":2,"i75":4,"i76":2,"i77":2,"i78":2,"i79":2,"i80":2,"i81":2,"i82":2,"i83":2,"i84":2,"i85":2,"i86":2,"i87":2,"i88":2,"i89":2,"i90":2,"i91":2,"i92":2,"i93":2,"i94":2,"i95":2,"i96":2,"i97":2,"i98":2,"i99":2,"i100":2,"i101":2,"i102":2,"i103":4,"i104":4,"i105":2,"i106":2,"i107":2,"i108":2,"i109":2,"i110":2,"i111":1,"i112":1,"i113":2,"i114":1,"i115":4,"i116":1,"i117":2,"i118":1,"i119":1,"i120":2,"i121":1,"i122":1,"i123":2,"i124":2,"i125":2,"i126":1,"i127":2,"i128":2,"i129":2,"i130":2,"i131":2,"i132":2,"i133":2,"i134":2,"i135":2,"i136":4,"i137":2,"i138":2,"i139":4,"i140":2,"i141":2,"i142":2,"i143":4,"i144":4,"i145":4,"i146":4,"i147":2,"i148":2,"i149":2,"i150":2,"i151":8,"i152":8,"i153":8,"i154":8,"i155":1,"i156":1,"i157":2,"i158":1,"i159":1,"i160":1,"i161":1,"i162":32,"i163":2,"i164":4,"i165":2,"i166":2,"i167":2,"i168":2,"i169":2,"i170":2,"i171":2,"i172":2,"i173":1,"i174":2,"i175":4,"i176":2,"i177":2,"i178":2,"i179":2,"i180":2,"i181":2,"i182":2,"i183":2}; +var data = 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var tabs = {65535:["t0","All Classes"],1:["t1","Interface Summary"],2:["t2","Class Summary"],4:["t3","Enum Summary"],8:["t4","Exception Summary"],32:["t6","Annotation Types Summary"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -335,43 +335,47 @@

All Classes

+BoundsRule +  + + ByteArrayUtil
Useful methods for byte arrays.
- + ClassicUtil
Utilities for the classic quantiles sketches and independent of the type.
- + CompactDoublesSketch
Compact sketches are inherently read ony.
- + CompactSketch
The parent class of all the CompactSketches.
- + CompactSketch<S extends Summary>
CompactSketches are never created directly.
- + CompressionCharacterization
This code is used both by unit tests, for short running tests, and by the characterization repository for longer running, more exhaustive testing.
- + CpcSketch
This is a unique-counting sketch that implements the @@ -381,30 +385,30 @@

All Classes

Optimal Cardinality Estimation Algorithm.
- + CpcUnion
The union (merge) operation for the CPC sketches.
- + CpcWrapper
This provides a read-only view of a serialized image of a CpcSketch, which can be on-heap or off-heap represented as a Memory object, or on-heap represented as a byte array.
- + DeserializeResult<T>
Returns an object and its size in bytes as a result of a deserialize operation
- + DoubleSketch   - + DoublesSketch
This is an implementation of the Low Discrepancy Mergeable Quantiles Sketch, using doubles, @@ -412,40 +416,34 @@

All Classes

by Agarwal, Cormode, Huang, Phillips, Wei, and Yi:
- + DoublesSketchBuilder
For building a new quantiles DoublesSketch.
- + DoublesSketchIterator
Iterator over DoublesSketch.
- + DoublesSketchSortedView
The SortedView of the Classic Quantiles DoublesSketch.
- -DoublesSketchSortedViewIterator - -
Iterator over DoublesSketchSortedView.
- - DoublesSortedView -
The Sorted View for quantiles of primitive type double.
+
The Sorted View for quantile sketches of primitive type double.
-DoublesSortedViewIterator +DoublesSortedViewIterator -
The quantiles SortedView iterator for type double.
+
Iterator over quantile sketches of primitive type double.
@@ -521,9 +519,9 @@

All Classes

-FloatsSortedViewIterator +FloatsSortedViewIterator -
The quantiles SortedView Iterator for type float.
+
Iterator over quantile sketches of primitive type float.
@@ -540,96 +538,102 @@

All Classes

+GenericPartitionBoundaries<T> + +
Implements PartitionBoundaries
+ + + GenericSortedView<T>
The Sorted View for quantiles of generic type.
- + GenericSortedViewIterator<T> -
The quantiles SortedView Iterator for generic types.
+
Iterator over quantile sketches of generic type.
- + Group
Defines a Group from a Frequent Distinct Tuple query.
- + HashIterator
This is used to iterate over the retained hash values of the Theta sketch.
- + HashOperations
Helper class for the common hash table methods.
- + HllSketch
The HllSketch is actually a collection of compact implementations of Phillipe Flajolet’s HyperLogLog (HLL) sketch but with significantly improved error behavior and excellent speed performance.
- + InequalitySearch
This provides efficient, unique and unambiguous binary searching for inequality comparison criteria for ordered arrays of values that may include duplicate values.
- + IntegerSketch   - + IntegerSummary
Summary for generic tuple sketches of type Integer.
- + IntegerSummary.Mode
The aggregation modes for this Summary
- + IntegerSummaryDeserializer   - + IntegerSummaryFactory
Factory for IntegerSummary.
- + IntegerSummarySetOperations
Methods for defining how unions and intersections of two objects of type IntegerSummary are performed.
- + Intersection
The API for intersection operations
- + Intersection<S extends Summary>
Computes an intersection of two or more generic tuple sketches or generic tuple sketches combined with theta sketches.
- + ItemsSketch<T>
This sketch is useful for tracking approximate frequencies of items of type <T> @@ -637,7 +641,7 @@

All Classes

multiset of such items.
- + ItemsSketch<T>
This is an implementation of the Low Discrepancy Mergeable Quantiles Sketch, using generic items, @@ -645,30 +649,24 @@

All Classes

by Agarwal, Cormode, Huang, Phillips, Wei, and Yi:
- + ItemsSketch.Row<T>
Row class that defines the return values from a getFrequentItems query.
- + ItemsSketchIterator<T>
Iterator over ItemsSketch.
- + ItemsSketchSortedView<T>
The SortedView of the Classic Quantiles ItemsSketch.
- -ItemsSketchSortedView.ItemsSketchSortedViewIterator<T> - -
Iterator over ItemsSketchSortedView.
- - ItemsUnion<T> @@ -706,78 +704,67 @@

All Classes

-KllDoublesSketchSortedViewIterator - -
Iterator over KllDoublesSketchSortedView
- - - KllFloatsSketch
This variation of the KllSketch implements primitive floats.
- + KllFloatsSketchIterator
Iterator over KllFloatsSketch.
- + KllFloatsSketchSortedView
The SortedView of the KllFloatsSketch.
- -KllFloatsSketchSortedViewIterator - -
Iterator over KllFloatsSketchSortedView
- - - + KllItemsSketch<T>
This variation of the KllSketch implements generic data types.
- + KllItemsSketchIterator<T>
Iterator over KllItemsSketch.
- + KllItemsSketchSortedView<T>
The SortedView of the KllItemsSketch.
- -KllItemsSketchSortedView.KllItemsSketchSortedViewIterator<T> - -
Iterator over KllItemsSketchSortedView.
- - - + KllSketch
This class is the root of the KLL sketch class hierarchy.
- + KllSketch.SketchStructure
Used primarily to define the structure of the serialized sketch.
- + KllSketch.SketchType
Used to define the variable type of the current instance of this class.
- + +KllSketchIterator + +
The base implementation for the KLL sketch iterator hierarchy used for viewing the + non-ordered quantiles retained by a sketch.
+ + + LongsSketch
This sketch is useful for tracking approximate frequencies of long items with optional @@ -785,20 +772,20 @@

All Classes

such items.
- + LongsSketch.Row
Row class that defines the return values from a getFrequentItems query.
- + MergingValidation
This code is used both by unit tests, for short running tests, and by the characterization repository for longer running, more exhaustive testing.
- + MurmurHash3
@@ -806,20 +793,52 @@

All Classes

excellent avalanche and 2-way bit independence properties.
- + MurmurHash3Adaptor
A general purpose wrapper for the MurmurHash3.
+ +PartitionBoundaries + +
This defines a set of results computed from the getParitionBoundaries() function and + encapsulates the basic methods needed to construct actual partitions based on generic items.
+ + + +Partitioner<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>> + +
A partitioning process that can partition very large data sets into thousands + of partitions of approximately the same size.
+ + +Partitioner.PartitionBoundsRow<T> + +
Defines a row for List of PartitionBounds.
+ + + +Partitioner.StackElement<T> + +
Holds data for a Stack element
+ + + +PartitioningFeature<T> + +
This enables the special functions for performing efficient partitioning of massive data.
+ + + PostProcessor
This processes the contents of a FDT sketch to extract the primary keys with the most frequent unique combinations of the non-primary dimensions.
- + QuantilesAPI
This is a stochastic streaming sketch that enables near-real time analysis of the @@ -827,103 +846,96 @@

All Classes

that the items are comparable.
- + QuantilesDoublesAPI
The Quantiles API for item type double.
- + QuantilesDoublesAPI.DoublesPartitionBoundaries
This encapsulates the essential information needed to construct actual partitions and is returned from the getPartitionBoundaries(int, QuantileSearchCritera) method.
- + QuantilesDoublesSketchIterator
The quantiles sketch iterator for primitive type double.
- + QuantileSearchCriteria
These search criteria are used by the KLL, REQ and Classic Quantiles sketches in the DataSketches library.
- + QuantilesFloatsAPI
The Quantiles API for item type float.
- + QuantilesFloatsAPI.FloatsPartitionBoundaries
This encapsulates the essential information needed to construct actual partitions and is returned from the getPartitionBoundaries(int, QuantileSearchCritera) method.
- + QuantilesFloatsSketchIterator
The quantiles sketch iterator for primitive type float.
- + QuantilesGenericAPI<T>
The Quantiles API for item type generic.
- -QuantilesGenericAPI.GenericPartitionBoundaries<T> - -
This encapsulates the essential information needed to construct actual partitions and is returned from the - getPartitionBoundaries(int, QuantileSearchCritera) method.
- - - + QuantilesGenericSketchIterator<T>
The quantiles sketch iterator for generic types.
- + QuantilesSketchIterator
This is the base interface for the SketchIterator hierarchy used for viewing the non-ordered quantiles retained by a sketch.
- + QuantilesUtil
Utilities for the quantiles sketches.
- + QuickMergingValidation
This code is used both by unit tests, for short running tests, and by the characterization repository for longer running, more exhaustive testing.
- + QuickSelect
QuickSelect algorithm improved from Sedgewick.
- + ReqDebug
The signaling interface that allows comprehensive analysis of the ReqSketch and ReqCompactor while eliminating code clutter in the main classes.
- + ReqSketch
This Relative Error Quantiles Sketch is the Java implementation based on the paper @@ -931,120 +943,114 @@

All Classes

Justin Thaler, Pavel Veselý, and loosely derived from a Python prototype written by Pavel Veselý.
- + ReqSketchBuilder
For building a new ReqSketch
- + ReqSketchIterator
Iterator over all retained items of the ReqSketch.
- + ReqSketchSortedView
The SortedView of the ReqSketch.
- -ReqSketchSortedViewIterator - -
Iterator over ReqSketchSortedView.
- - - + ReservoirItemsSketch<T>
This sketch provides a reservoir sample over an input stream of items.
- + ReservoirItemsUnion<T>
Class to union reservoir samples of generic items.
- + ReservoirLongsSketch
This sketch provides a reservoir sample over an input stream of longs.
- + ReservoirLongsUnion
Class to union reservoir samples of longs.
- + ResizeFactor
For the Families that accept this configuration parameter, it controls the size multiple that affects how fast the internal cache grows, when more space is required.
- + SampleSubsetSummary
A simple object o capture the results of a subset sum query on a sampling sketch.
- + SerializerDeserializer
Multipurpose serializer-deserializer for a collection of sketches defined by the enum.
- + SerializerDeserializer.SketchType
Defines the sketch classes that this SerializerDeserializer can handle.
- + SetOperation
The parent API for all Set Operations
- + SetOperationBuilder
For building a new SetOperation.
- + SetOperationCornerCases
Simplifies and speeds up set operations by resolving specific corner cases.
- + SetOperationCornerCases.AnotbAction   - + SetOperationCornerCases.CornerCase   - + SetOperationCornerCases.IntersectAction   - + SetOperationCornerCases.UnionAction   - + Sketch
The top-level class for all theta sketches.
- + Sketch<S extends Summary>
This is an equivalent to org.apache.datasketches.theta.Sketch with @@ -1052,212 +1058,219 @@

All Classes

in the sketch.
- + Sketches
This class brings together the common sketch and set operation creation methods and the public static methods into one place.
- + Sketches
Convenient static methods to instantiate generic tuple sketches.
- + SketchesArgumentException
Illegal Arguments Exception class for the library
- + SketchesException
Exception class for the library
- + SketchesReadOnlyException
Write operation attempted on a read-only class.
- + SketchesStateException
Illegal State Exception class for the library
- + +SketchFillRequest<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>> + +
This is a callback request to the data source to fill a quantiles sketch, + which is returned to the caller.
+ + + SortedView -
This is the base interface for the Sorted View interface hierarchy.
+
This is the base interface for the Sorted View interface hierarchy and defines the methods that are type independent.
- -SortedViewIterator + +SortedViewIterator
This is the base interface for the SortedViewIterator hierarchy used with a SortedView obtained from a quantile-type sketch.
- + StreamingValidation
This code is used both by unit tests, for short running tests, and by the characterization repository for longer running, more exhaustive testing.
- + Summary
Interface for user-defined Summary, which is associated with every hash in a tuple sketch
- + SummaryDeserializer<S extends Summary>
Interface for deserializing user-defined Summary
- + SummaryFactory<S extends Summary>
Interface for user-defined SummaryFactory
- + SummarySetOperations<S extends Summary>
This is to provide methods of producing unions and intersections of two Summary objects.
- + SuppressFBWarnings
Used to suppress SpotBug warnings.
- + TestUtil   - + TgtHllType
Specifies the target type of HLL sketch to be created.
- + ThetaUtil
Utility methods for the Theta Family of sketches
- + TupleSketchIterator<S extends Summary>
Iterator over a generic tuple sketch
- + Union
This performs union operations for all HllSketches.
- + Union
Compute the union of two or more theta sketches.
- + Union<S extends Summary>
Compute the union of two or more generic tuple sketches or generic tuple sketches combined with theta sketches.
- + UniqueCountMap
This is a real-time, key-value HLL mapping sketch that tracks approximate unique counts of identifiers (the values) associated with each key.
- + UpdatableSketch<U,​S extends UpdatableSummary<U>>
An extension of QuickSelectSketch<S>, which can be updated with many types of keys.
- + UpdatableSketchBuilder<U,​S extends UpdatableSummary<U>>
For building a new generic tuple UpdatableSketch
- + UpdatableSummary<U>
Interface for updating user-defined Summary
- + UpdateDoublesSketch   - + UpdateReturnState
See Update Return State
- + UpdateSketch
The parent class for the Update Sketch families, such as QuickSelect and Alpha.
- + UpdateSketchBuilder
For building a new UpdateSketch.
- + Util
Common utility functions.
- + Util
Common utility functions for Tuples
- + VarOptItemsSamples<T>
This class provides access to the samples contained in a VarOptItemsSketch.
- + VarOptItemsSketch<T>
This sketch provides a variance optimal sample over an input stream of weighted items.
- + VarOptItemsUnion<T>
Provides a unioning operation over varopt sketches.
- + XxHash
The XxHash is a fast, non-cryptographic, 64-bit hash function that has diff --git a/docs/master/allclasses.html b/docs/master/allclasses.html index 20f443dd1..0ef631560 100644 --- a/docs/master/allclasses.html +++ b/docs/master/allclasses.html @@ -55,6 +55,7 @@

All Classes

  • BoundsOnRatiosInSampledSets
  • BoundsOnRatiosInThetaSketchedSets
  • BoundsOnRatiosInTupleSketchedSets
    • +
  • BoundsRule
  • ByteArrayUtil
  • ClassicUtil
  • CompactDoublesSketch
    • @@ -70,9 +71,8 @@

    All Classes

  • DoublesSketchBuilder
  • DoublesSketchIterator
  • DoublesSketchSortedView
    • -
  • DoublesSketchSortedViewIterator
  • DoublesSortedView
    • -
  • DoublesSortedViewIterator
    • +
  • DoublesSortedViewIterator
  • DoubleSummary
  • DoubleSummary.Mode
  • DoubleSummaryDeserializer
    • @@ -85,9 +85,10 @@

    All Classes

  • FdtSketch
  • Filter
  • FloatsSortedView
    • -
  • FloatsSortedViewIterator
    • +
  • FloatsSortedViewIterator
  • GenericInequalitySearch
  • GenericInequalitySearch.Inequality
    • +
  • GenericPartitionBoundaries
  • GenericSortedView
  • GenericSortedViewIterator
  • Group
    • @@ -108,30 +109,32 @@

    All Classes

  • ItemsSketch.Row
  • ItemsSketchIterator
  • ItemsSketchSortedView
    • -
  • ItemsSketchSortedView.ItemsSketchSortedViewIterator
  • ItemsUnion
  • JaccardSimilarity
  • JaccardSimilarity
  • KllDoublesSketch
  • KllDoublesSketchIterator
  • KllDoublesSketchSortedView
    • -
  • KllDoublesSketchSortedViewIterator
  • KllFloatsSketch
  • KllFloatsSketchIterator
  • KllFloatsSketchSortedView
    • -
  • KllFloatsSketchSortedViewIterator
  • KllItemsSketch
  • KllItemsSketchIterator
  • KllItemsSketchSortedView
    • -
  • KllItemsSketchSortedView.KllItemsSketchSortedViewIterator
  • KllSketch
  • KllSketch.SketchStructure
  • KllSketch.SketchType
    • +
  • KllSketchIterator
  • LongsSketch
  • LongsSketch.Row
  • MergingValidation
  • MurmurHash3
  • MurmurHash3Adaptor
    • +
  • PartitionBoundaries
    • +
  • Partitioner
    • +
  • Partitioner.PartitionBoundsRow
    • +
  • Partitioner.StackElement
    • +
  • PartitioningFeature
  • PostProcessor
  • QuantilesAPI
  • QuantilesDoublesAPI
    • @@ -142,7 +145,6 @@

    All Classes

  • QuantilesFloatsAPI.FloatsPartitionBoundaries
  • QuantilesFloatsSketchIterator
  • QuantilesGenericAPI
    • -
  • QuantilesGenericAPI.GenericPartitionBoundaries
  • QuantilesGenericSketchIterator
  • QuantilesSketchIterator
  • QuantilesUtil
    • @@ -153,7 +155,6 @@

    All Classes

  • ReqSketchBuilder
  • ReqSketchIterator
  • ReqSketchSortedView
    • -
  • ReqSketchSortedViewIterator
  • ReservoirItemsSketch
  • ReservoirItemsUnion
  • ReservoirLongsSketch
    • @@ -177,8 +178,9 @@

    All Classes

  • SketchesException
  • SketchesReadOnlyException
  • SketchesStateException
    • +
  • SketchFillRequest
  • SortedView
    • -
  • SortedViewIterator
    • +
  • SortedViewIterator
  • StreamingValidation
  • Summary
  • SummaryDeserializer
    • diff --git a/docs/master/allpackages-index.html b/docs/master/allpackages-index.html index 20cfe9f4e..e2e567bcd 100644 --- a/docs/master/allpackages-index.html +++ b/docs/master/allpackages-index.html @@ -165,47 +165,51 @@

    All Packages

    +org.apache.datasketches.partitions +  + + org.apache.datasketches.quantiles
    The quantiles package contains stochastic streaming algorithms that enable single-pass analysis of the distribution of a stream of quantiles.
    - + org.apache.datasketches.quantilescommon
    This package contains common tools and methods for the quantiles, kll and req packages.
    - + org.apache.datasketches.req
    This package is for the implementation of the Relative Error Quantiles sketch algorithm.
    - + org.apache.datasketches.sampling
    This package is dedicated to streaming algorithms that enable fixed size, uniform sampling of weighted and unweighted items from a stream.
    - + org.apache.datasketches.theta
    The theta package contains the basic sketch classes that are members of the Theta Sketch Framework.
    - + org.apache.datasketches.thetacommon
    This package contains common tools and methods for the theta, tuple, tuple/* and fdt packages.
    - + org.apache.datasketches.tuple
    The tuple package contains a number of sketches based on the same @@ -213,25 +217,25 @@

    All Packages

    concepts for whole new families of sketches.
    - + org.apache.datasketches.tuple.adouble
    This package is for a generic implementation of the Tuple sketch for single Double value.
    - + org.apache.datasketches.tuple.aninteger
    This package is for a generic implementation of the Tuple sketch for single Integer value.
    - + org.apache.datasketches.tuple.arrayofdoubles
    This package is for a concrete implementation of the Tuple sketch for an array of double values.
    - + org.apache.datasketches.tuple.strings
    This package is for a generic implementation of the Tuple sketch for single String value.
    diff --git a/docs/master/constant-values.html b/docs/master/constant-values.html index 95b956b2c..f2b60df8f 100644 --- a/docs/master/constant-values.html +++ b/docs/master/constant-values.html @@ -267,6 +267,25 @@

    org.apache.*

    +
  • + + + + + + + + + + + + + + +
    org.apache.datasketches.quantilescommon.QuantilesUtil 
    Modifier and TypeConstant FieldValue
    + +public static final doubletailRoundingFactor1.0E7
    +
    • +
    BoundsRule - Enum in org.apache.datasketches.partitions
    +
     
    build() - Method in class org.apache.datasketches.quantiles.DoublesSketchBuilder
    Returns an UpdateDoublesSketch with the current configuration of this Builder.
    @@ -599,11 +599,11 @@

    C

    ceilingLongPowerOf2(long) - Static method in class org.apache.datasketches.common.Util
    -
    Computes the long ceiling power of 2 within the range [1, 2^30].
    +
    Computes the long ceiling power of 2 within the range [1, 2^62].
    ceilingPowerBaseOfDouble(double, double) - Static method in class org.apache.datasketches.common.Util
    -
    Computes the ceiling power of given base and n as doubles.
    +
    Returns the ceiling of a given n given a base, where the ceiling is an integral power of the base.
    characterPad(String, int, char, boolean) - Static method in class org.apache.datasketches.common.Util
    @@ -885,6 +885,8 @@

    C

     
    createSketch(int, int, long) - Method in class org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesIntersection
     
    +
    cumWeights - Variable in class org.apache.datasketches.quantilescommon.SortedViewIterator
    +
     
    @@ -953,6 +955,10 @@

    D

    Optional call that describes the details of the results of the search.
    +
    desc(long[], int, int, double, int) - Method in enum org.apache.datasketches.quantilescommon.InequalitySearch
    +
    +
    Optional call that describes the details of the results of the search.
    +
    desc(long[], int, int, long, int) - Method in enum org.apache.datasketches.quantilescommon.InequalitySearch
    Optional call that describes the details of the results of the search.
    @@ -1072,18 +1078,16 @@

    D

    Constructs this Sorted View given the sketch
    -
    DoublesSketchSortedViewIterator - Class in org.apache.datasketches.quantiles
    -
    -
    Iterator over DoublesSketchSortedView.
    -
    DoublesSortedView - Interface in org.apache.datasketches.quantilescommon
    -
    The Sorted View for quantiles of primitive type double.
    +
    The Sorted View for quantile sketches of primitive type double.
    -
    DoublesSortedViewIterator - Interface in org.apache.datasketches.quantilescommon
    +
    DoublesSortedViewIterator - Class in org.apache.datasketches.quantilescommon
    -
    The quantiles SortedView iterator for type double.
    +
    Iterator over quantile sketches of primitive type double.
    +
    DoublesSortedViewIterator(double[], long[]) - Constructor for class org.apache.datasketches.quantilescommon.DoublesSortedViewIterator
    +
     
    DoubleSummary - Class in org.apache.datasketches.tuple.adouble
    Summary for generic tuple sketches of type Double.
    @@ -1226,9 +1230,15 @@

    E

    this criterion instructs the binary search algorithm to find the adjacent pair of values {A,B} such that A ≤ V ≤ B.
    -
    equallyWeightedRanks(int) - Static method in class org.apache.datasketches.quantilescommon.QuantilesUtil
    +
    equallySpacedDoubles(int) - Static method in class org.apache.datasketches.quantilescommon.QuantilesUtil
    -
    Returns a double array of ranks that defines equally weighted regions between 0.0, inclusive and 1.0, inclusive.
    +
    Returns an array of (num + 1) values that define equally sized intervals between 0.0, inclusive, and 1.0, + inclusive.
    +
    +
    equallySpacedLongs(long, long, int) - Static method in class org.apache.datasketches.quantilescommon.QuantilesUtil
    +
    +
    Returns an array of (num + 1) longs that define, approximately, equally spaced intervals between the given + max, inclusive, and min, inclusive.
    equals(Object) - Method in class org.apache.datasketches.fdt.Group
     
    @@ -1396,6 +1406,11 @@

    F

    Binary Search for the index of the float value in the given search range that satisfies the given InequalitySearch criterion.
    +
    find(long[], int, int, double, InequalitySearch) - Static method in enum org.apache.datasketches.quantilescommon.InequalitySearch
    +
    +
    Binary Search for the index of the double value in the given search range that satisfies + the given InequalitySearch criterion.
    +
    find(long[], int, int, long) - Static method in class org.apache.datasketches.quantilescommon.BinarySearch
    Binary Search for the index of the exact long value in the given search range.
    @@ -1418,13 +1433,15 @@

    F

    The Sorted View for quantiles of primitive type float.
    -
    FloatsSortedViewIterator - Interface in org.apache.datasketches.quantilescommon
    +
    FloatsSortedViewIterator - Class in org.apache.datasketches.quantilescommon
    -
    The quantiles SortedView Iterator for type float.
    +
    Iterator over quantile sketches of primitive type float.
    +
    FloatsSortedViewIterator(float[], long[]) - Constructor for class org.apache.datasketches.quantilescommon.FloatsSortedViewIterator
    +
     
    floorPowerBaseOfDouble(double, double) - Static method in class org.apache.datasketches.common.Util
    -
    Computes the floor power of given base and n as doubles.
    +
    Computes the floor of a given n given base, where the floor is an integral power of the base.
    floorPowerOf2(int) - Static method in class org.apache.datasketches.common.Util
    @@ -1487,7 +1504,11 @@

    G

    The enumerator of inequalities
    -
    GenericPartitionBoundaries() - Constructor for class org.apache.datasketches.quantilescommon.QuantilesGenericAPI.GenericPartitionBoundaries
    +
    GenericPartitionBoundaries<T> - Class in org.apache.datasketches.quantilescommon
    +
    +
    Implements PartitionBoundaries
    +
    +
    GenericPartitionBoundaries(long, T[], long[], double[], T, T, QuantileSearchCriteria) - Constructor for class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
     
    GenericSortedView<T> - Interface in org.apache.datasketches.quantilescommon
    @@ -1495,7 +1516,7 @@

    G

    GenericSortedViewIterator<T> - Class in org.apache.datasketches.quantilescommon
    -
    The quantiles SortedView Iterator for generic types.
    +
    Iterator over quantile sketches of generic type.
    GenericSortedViewIterator(T[], long[]) - Constructor for class org.apache.datasketches.quantilescommon.GenericSortedViewIterator
     
    @@ -1535,6 +1556,10 @@

    G

    Returns the average memory storage per key that is dedicated to sketching the unique counts.
    +
    getBoundaries() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
    +
    Gets an ordered array of boundaries that sequentially define the upper and lower boundaries of partitions.
    +
    getBytes() - Method in enum org.apache.datasketches.kll.KllSketch.SketchType
     
    getCaseDescription() - Method in enum org.apache.datasketches.thetacommon.SetOperationCornerCases.CornerCase
    @@ -1579,8 +1604,6 @@

    G

    getCDF(float[], QuantileSearchCriteria) - Method in class org.apache.datasketches.req.ReqSketch
     
    -
    getCDF(T[]) - Method in class org.apache.datasketches.quantiles.ItemsSketch
    -
     
    getCDF(T[]) - Method in interface org.apache.datasketches.quantilescommon.QuantilesGenericAPI
    This is equivalent to getCDF(splitPoints, INCLUSIVE)
    @@ -1655,20 +1678,6 @@

    G

    Gets the number of hash values less than the given theta expressed as a long.
    -
    getCumulativeWeight(QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedViewIterator
    -
     
    -
    getCumulativeWeight(QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedViewIterator
    -
     
    -
    getCumulativeWeight(QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator
    -
     
    -
    getCumulativeWeight(QuantileSearchCriteria) - Method in class org.apache.datasketches.quantilescommon.GenericSortedViewIterator
    -
     
    -
    getCumulativeWeight(QuantileSearchCriteria) - Method in interface org.apache.datasketches.quantilescommon.SortedViewIterator
    -
    -
    Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion.
    -
    -
    getCumulativeWeight(QuantileSearchCriteria) - Method in class org.apache.datasketches.req.ReqSketchSortedViewIterator
    -
     
    getCumulativeWeights() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedView
     
    getCumulativeWeights() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedView
    @@ -1681,7 +1690,7 @@

    G

     
    getCumulativeWeights() - Method in interface org.apache.datasketches.quantilescommon.SortedView
    -
    Returns the array of cumulative weights
    +
    Returns the array of cumulative weights from the sketch.
    getCumulativeWeights() - Method in class org.apache.datasketches.req.ReqSketchSortedView
     
    @@ -2207,10 +2216,36 @@

    G

    Ref: SetOperation.getMaxIntersectionBytes(int)
    +
    getMaxItem() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedView
    +
     
    +
    getMaxItem() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedView
    +
     
    +
    getMaxItem() - Method in class org.apache.datasketches.kll.KllItemsSketchSortedView
    +
     
    getMaxItem() - Method in class org.apache.datasketches.quantiles.DoublesSketch
     
    +
    getMaxItem() - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedView
    +
     
    getMaxItem() - Method in class org.apache.datasketches.quantiles.ItemsSketch
     
    +
    getMaxItem() - Method in class org.apache.datasketches.quantiles.ItemsSketchSortedView
    +
     
    +
    getMaxItem() - Method in interface org.apache.datasketches.quantilescommon.DoublesSortedView
    +
    +
    Returns the maximum item of the stream.
    +
    +
    getMaxItem() - Method in interface org.apache.datasketches.quantilescommon.FloatsSortedView
    +
    +
    Returns the maximum item of the stream.
    +
    +
    getMaxItem() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
    +
    Returns the maximum item of the stream.
    +
    +
    getMaxItem() - Method in interface org.apache.datasketches.quantilescommon.GenericSortedView
    +
    +
    Returns the maximum item of the stream.
    +
    getMaxItem() - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    Returns the maximum item of the stream.
    @@ -2225,6 +2260,8 @@

    G

    getMaxItem() - Method in class org.apache.datasketches.req.ReqSketch
     
    +
    getMaxItem() - Method in class org.apache.datasketches.req.ReqSketchSortedView
    +
     
    getMaxK() - Method in class org.apache.datasketches.quantiles.DoublesUnion
    Returns the configured maxK of this Union.
    @@ -2307,10 +2344,36 @@

    G

    Returns total bytes used by all internal maps
    +
    getMinItem() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedView
    +
     
    +
    getMinItem() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedView
    +
     
    +
    getMinItem() - Method in class org.apache.datasketches.kll.KllItemsSketchSortedView
    +
     
    getMinItem() - Method in class org.apache.datasketches.quantiles.DoublesSketch
     
    +
    getMinItem() - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedView
    +
     
    getMinItem() - Method in class org.apache.datasketches.quantiles.ItemsSketch
     
    +
    getMinItem() - Method in class org.apache.datasketches.quantiles.ItemsSketchSortedView
    +
     
    +
    getMinItem() - Method in interface org.apache.datasketches.quantilescommon.DoublesSortedView
    +
    +
    Returns the minimum item of the stream.
    +
    +
    getMinItem() - Method in interface org.apache.datasketches.quantilescommon.FloatsSortedView
    +
    +
    Returns the minimum item of the stream.
    +
    +
    getMinItem() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
    +
    Returns the minimum item of the stream.
    +
    +
    getMinItem() - Method in interface org.apache.datasketches.quantilescommon.GenericSortedView
    +
    +
    Returns the minimum item of the stream.
    +
    getMinItem() - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    Returns the minimum item of the stream.
    @@ -2325,33 +2388,47 @@

    G

    getMinItem() - Method in class org.apache.datasketches.req.ReqSketch
     
    +
    getMinItem() - Method in class org.apache.datasketches.req.ReqSketchSortedView
    +
     
    getMinPreLongs() - Method in enum org.apache.datasketches.common.Family
    Returns the minimum preamble size for this family in longs
    -
    getN() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedViewIterator
    +
    getN() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedView
     
    -
    getN() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedViewIterator
    +
    getN() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedView
    +
     
    +
    getN() - Method in class org.apache.datasketches.kll.KllItemsSketchSortedView
     
    getN() - Method in class org.apache.datasketches.quantiles.DoublesSketch
     
    -
    getN() - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator
    +
    getN() - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedView
     
    getN() - Method in class org.apache.datasketches.quantiles.ItemsSketch
     
    -
    getN() - Method in class org.apache.datasketches.quantilescommon.GenericSortedViewIterator
    +
    getN() - Method in class org.apache.datasketches.quantiles.ItemsSketchSortedView
    +
     
    +
    getN() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
     
    +
    getN() - Method in interface org.apache.datasketches.quantilescommon.PartitionBoundaries
    +
    +
    Gets the length of the input stream offered to the underlying sketch.
    +
    getN() - Method in interface org.apache.datasketches.quantilescommon.QuantilesAPI
    -
    Gets the length of the input stream.
    +
    Gets the length of the input stream offered to the sketch..
    -
    getN() - Method in interface org.apache.datasketches.quantilescommon.SortedViewIterator
    +
    getN() - Method in interface org.apache.datasketches.quantilescommon.SortedView
    +
    +
    Returns the total number of items presented to the sourcing sketch.
    +
    +
    getN() - Method in class org.apache.datasketches.quantilescommon.SortedViewIterator
    Gets the total count of all items presented to the sketch.
    getN() - Method in class org.apache.datasketches.req.ReqSketch
     
    -
    getN() - Method in class org.apache.datasketches.req.ReqSketchSortedViewIterator
    +
    getN() - Method in class org.apache.datasketches.req.ReqSketchSortedView
     
    getN() - Method in class org.apache.datasketches.sampling.ReservoirItemsSketch
    @@ -2367,25 +2444,28 @@

    G

    getName() - Method in enum org.apache.datasketches.kll.KllSketch.SketchType
     
    +
    getNaturalRank(double, long, QuantileSearchCriteria) - Static method in class org.apache.datasketches.quantilescommon.QuantilesUtil
    +
     
    +
    getNaturalRank(QuantileSearchCriteria) - Method in class org.apache.datasketches.quantilescommon.SortedViewIterator
    +
    +
    Gets the natural rank at the current index (or previous index) based on the chosen search criterion.
    +
    +
    getNaturalRanks() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
     
    +
    getNaturalRanks() - Method in interface org.apache.datasketches.quantilescommon.PartitionBoundaries
    +
    +
    Gets an ordered array of natural ranks of the associated array of partition boundaries utilizing + a specified search criterion.
    +
    getNominalEntries() - Method in class org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesUpdatableSketch
    Gets the configured nominal number of entries
    -
    getNormalizedRank(QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedViewIterator
    -
     
    -
    getNormalizedRank(QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedViewIterator
    -
     
    -
    getNormalizedRank(QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator
    -
     
    -
    getNormalizedRank(QuantileSearchCriteria) - Method in class org.apache.datasketches.quantilescommon.GenericSortedViewIterator
    -
     
    -
    getNormalizedRank(QuantileSearchCriteria) - Method in interface org.apache.datasketches.quantilescommon.SortedViewIterator
    +
    getNormalizedRank(QuantileSearchCriteria) - Method in class org.apache.datasketches.quantilescommon.SortedViewIterator
    Gets the normalized rank at the current index (or previous index) based on the chosen search criterion.
    -
    getNormalizedRank(QuantileSearchCriteria) - Method in class org.apache.datasketches.req.ReqSketchSortedViewIterator
    -
     
    getNormalizedRankError(boolean) - Method in class org.apache.datasketches.kll.KllSketch
    Gets the approximate rank error of this sketch normalized as a fraction between zero and one.
    @@ -2414,10 +2494,29 @@

    G

    Gets the normalized rank error given k and pmf.
    +
    getNormalizedRanks() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
     
    +
    getNormalizedRanks() - Method in interface org.apache.datasketches.quantilescommon.PartitionBoundaries
    +
    +
    Gets an ordered array of normalized ranks of the associated array of partition boundaries utilizing + a specified search criterion.
    +
    getNumActiveItems() - Method in class org.apache.datasketches.frequencies.ItemsSketch
     
    getNumActiveItems() - Method in class org.apache.datasketches.frequencies.LongsSketch
     
    +
    getNumDeltaItems() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
     
    +
    getNumDeltaItems() - Method in interface org.apache.datasketches.quantilescommon.PartitionBoundaries
    +
    +
    Gets the number of items to be included for each partition as an array.
    +
    +
    getNumPartitions() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
     
    +
    getNumPartitions() - Method in interface org.apache.datasketches.quantilescommon.PartitionBoundaries
    +
    +
    Gets the number of partitions
    +
    getNumPoolThreads() - Method in class org.apache.datasketches.theta.UpdateSketchBuilder
    Gets the number of background pool threads used for propagation in the concurrent sketches.
    @@ -2468,47 +2567,27 @@

    G

    Returns the pre-sampling probability p
    -
    getPartitionBoundaries(int) - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    -
    -
    This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    -
    -
    getPartitionBoundaries(int) - Method in interface org.apache.datasketches.quantilescommon.QuantilesFloatsAPI
    -
    -
    This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    -
    -
    getPartitionBoundaries(int) - Method in interface org.apache.datasketches.quantilescommon.QuantilesGenericAPI
    +
    getPartitionBoundaries(int) - Method in interface org.apache.datasketches.quantilescommon.PartitioningFeature
    This method returns an instance of - GenericPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.
    -
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllDoublesSketch
    -
     
    -
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllFloatsSketch
    -
     
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllItemsSketch
     
    -
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.DoublesSketch
    +
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllItemsSketchSortedView
     
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.ItemsSketch
     
    -
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    -
    -
    This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    -
    -
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in interface org.apache.datasketches.quantilescommon.QuantilesFloatsAPI
    -
    -
    This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    -
    -
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in interface org.apache.datasketches.quantilescommon.QuantilesGenericAPI
    +
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.ItemsSketchSortedView
    +
     
    +
    getPartitionBoundaries(int, QuantileSearchCriteria) - Method in interface org.apache.datasketches.quantilescommon.PartitioningFeature
    This method returns an instance of - GenericPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.
    getPMF(double[]) - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    @@ -2550,8 +2629,6 @@

    G

    getPMF(float[], QuantileSearchCriteria) - Method in class org.apache.datasketches.req.ReqSketch
     
    -
    getPMF(T[]) - Method in class org.apache.datasketches.quantiles.ItemsSketch
    -
     
    getPMF(T[]) - Method in interface org.apache.datasketches.quantilescommon.QuantilesGenericAPI
    This is equivalent to getPMF(splitPoints, INCLUSIVE)
    @@ -2594,30 +2671,26 @@

    G

    getQuantile() - Method in class org.apache.datasketches.kll.KllDoublesSketchIterator
     
    -
    getQuantile() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedViewIterator
    -
     
    getQuantile() - Method in class org.apache.datasketches.kll.KllFloatsSketchIterator
     
    -
    getQuantile() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedViewIterator
    -
     
    getQuantile() - Method in class org.apache.datasketches.kll.KllItemsSketchIterator
     
    getQuantile() - Method in class org.apache.datasketches.quantiles.DoublesSketchIterator
     
    -
    getQuantile() - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator
    -
     
    getQuantile() - Method in class org.apache.datasketches.quantiles.ItemsSketchIterator
     
    -
    getQuantile() - Method in interface org.apache.datasketches.quantilescommon.DoublesSortedViewIterator
    +
    getQuantile() - Method in class org.apache.datasketches.quantilescommon.DoublesSortedViewIterator
    Gets the quantile at the current index.
    -
    getQuantile() - Method in interface org.apache.datasketches.quantilescommon.FloatsSortedViewIterator
    +
    getQuantile() - Method in class org.apache.datasketches.quantilescommon.FloatsSortedViewIterator
    Gets the quantile at the current index.
    getQuantile() - Method in class org.apache.datasketches.quantilescommon.GenericSortedViewIterator
    -
     
    +
    +
    Gets the quantile at the current index.
    +
    getQuantile() - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesSketchIterator
    Gets the double quantile at the current index.
    @@ -2632,10 +2705,6 @@

    G

    getQuantile() - Method in class org.apache.datasketches.req.ReqSketchIterator
     
    -
    getQuantile() - Method in class org.apache.datasketches.req.ReqSketchSortedViewIterator
    -
     
    -
    getQuantile(double) - Method in class org.apache.datasketches.quantiles.ItemsSketch
    -
     
    getQuantile(double) - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    This is equivalent to getQuantile(rank, INCLUSIVE)
    @@ -2749,20 +2818,18 @@

    G

     
    getQuantiles() - Method in interface org.apache.datasketches.quantilescommon.DoublesSortedView
    -
    Returns the array of quantiles.
    +
    Returns an array of all retained quantiles by the sketch.
    getQuantiles() - Method in interface org.apache.datasketches.quantilescommon.FloatsSortedView
    -
    Returns the array of quantiles
    +
    Returns an array of all retained quantiles by the sketch.
    getQuantiles() - Method in interface org.apache.datasketches.quantilescommon.GenericSortedView
    -
    Returns the array of quantiles.
    +
    Returns the full array of quantiles.
    getQuantiles() - Method in class org.apache.datasketches.req.ReqSketchSortedView
     
    -
    getQuantiles(double[]) - Method in class org.apache.datasketches.quantiles.ItemsSketch
    -
     
    getQuantiles(double[]) - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    This is equivalent to getQuantiles(ranks, INCLUSIVE)
    @@ -2781,10 +2848,14 @@

    G

     
    getQuantiles(double[], QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllItemsSketch
     
    +
    getQuantiles(double[], QuantileSearchCriteria) - Method in class org.apache.datasketches.kll.KllItemsSketchSortedView
    +
     
    getQuantiles(double[], QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.DoublesSketch
     
    getQuantiles(double[], QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.ItemsSketch
     
    +
    getQuantiles(double[], QuantileSearchCriteria) - Method in class org.apache.datasketches.quantiles.ItemsSketchSortedView
    +
     
    getQuantiles(double[], QuantileSearchCriteria) - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    Gets an array of quantiles from the given array of normalized ranks.
    @@ -2840,6 +2911,11 @@

    G

    getQuantileUpperBound(double, int) - Method in class org.apache.datasketches.req.ReqSketch
     
    +
    getRange(T, T, BoundsRule) - Method in interface org.apache.datasketches.partitions.SketchFillRequest
    +
    +
    This is a callback request to the data source to fill a quantiles sketch + with a range of data between upper and lower bounds.
    +
    getRank(double) - Method in interface org.apache.datasketches.quantilescommon.QuantilesDoublesAPI
    This is equivalent to getRank(quantile, INCLUSIVE)
    @@ -2880,8 +2956,6 @@

    G

     
    getRank(float, QuantileSearchCriteria) - Method in class org.apache.datasketches.req.ReqSketchSortedView
     
    -
    getRank(T) - Method in class org.apache.datasketches.quantiles.ItemsSketch
    -
     
    getRank(T) - Method in interface org.apache.datasketches.quantilescommon.QuantilesGenericAPI
    This is equivalent to getRank(T quantile, INCLUSIVE)
    @@ -2962,8 +3036,6 @@

    G

    getRanks(float[], QuantileSearchCriteria) - Method in class org.apache.datasketches.req.ReqSketch
     
    -
    getRanks(T[]) - Method in class org.apache.datasketches.quantiles.ItemsSketch
    -
     
    getRanks(T[]) - Method in interface org.apache.datasketches.quantilescommon.QuantilesGenericAPI
    This is equivalent to getRanks(quantiles, INCLUSIVE)
    @@ -3199,6 +3271,12 @@

    G

    Gets the configured sampling probability
    +
    getSearchCriteria() - Method in class org.apache.datasketches.quantilescommon.GenericPartitionBoundaries
    +
     
    +
    getSearchCriteria() - Method in interface org.apache.datasketches.quantilescommon.PartitionBoundaries
    +
    +
    Gets the search criteria specified for the source sketch
    +
    getSeed() - Method in class org.apache.datasketches.theta.SetOperationBuilder
    Returns the seed
    @@ -3434,40 +3512,28 @@

    G

    Gets an array of values from the current entry in the sketch.
    -
    getWeight() - Method in class org.apache.datasketches.kll.KllDoublesSketchIterator
    -
     
    -
    getWeight() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedViewIterator
    -
     
    -
    getWeight() - Method in class org.apache.datasketches.kll.KllFloatsSketchIterator
    -
     
    -
    getWeight() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedViewIterator
    -
     
    -
    getWeight() - Method in class org.apache.datasketches.kll.KllItemsSketchIterator
    +
    getWeight() - Method in class org.apache.datasketches.kll.KllSketchIterator
     
    getWeight() - Method in class org.apache.datasketches.quantiles.DoublesSketchIterator
     
    -
    getWeight() - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator
    -
     
    getWeight() - Method in class org.apache.datasketches.quantiles.ItemsSketchIterator
     
    -
    getWeight() - Method in class org.apache.datasketches.quantilescommon.GenericSortedViewIterator
    -
     
    getWeight() - Method in interface org.apache.datasketches.quantilescommon.QuantilesSketchIterator
    Gets the natural weight at the current index.
    -
    getWeight() - Method in interface org.apache.datasketches.quantilescommon.SortedViewIterator
    +
    getWeight() - Method in class org.apache.datasketches.quantilescommon.SortedViewIterator
    -
    Gets the natural weight at the current index.
    +
    Gets the weight contribution of the item at the current index.
    getWeight() - Method in class org.apache.datasketches.req.ReqSketchIterator
     
    -
    getWeight() - Method in class org.apache.datasketches.req.ReqSketchSortedViewIterator
    -
     
    getWeight() - Method in class org.apache.datasketches.sampling.VarOptItemsSamples.WeightedSample
    Accesses the iterator's current weight value
    +
    gpb - Variable in class org.apache.datasketches.partitions.Partitioner.StackElement
    +
     
    Group - Class in org.apache.datasketches.fdt
    Defines a Group from a Frequent Distinct Tuple query.
    @@ -3955,12 +4021,28 @@

    I

    Returns the Family given the ID
    +
    INCLUDE_BOTH - org.apache.datasketches.partitions.BoundsRule
    +
    +
    Include both the upper and lower bounds
    +
    +
    INCLUDE_LOWER - org.apache.datasketches.partitions.BoundsRule
    +
    +
    Include only the lower bound but not the upper bound
    +
    +
    INCLUDE_UPPER - org.apache.datasketches.partitions.BoundsRule
    +
    +
    Include only the upper bound but not the lower bound
    +
    INCLUSIVE - org.apache.datasketches.quantilescommon.QuantileSearchCriteria
    Definition of INCLUSIVE getQuantile(r) search:
    Given rank r, return the quantile of the smallest rank that is strictly greater than or equal to r.
    +
    index - Variable in class org.apache.datasketches.kll.KllSketchIterator
    +
     
    +
    index - Variable in class org.apache.datasketches.quantilescommon.SortedViewIterator
    +
     
    InequalitySearch - Enum in org.apache.datasketches.quantilescommon
    This provides efficient, unique and unambiguous binary searching for inequality comparison criteria @@ -4255,6 +4337,8 @@

    I

    Returns true if given n is even.
    +
    isInitialized_ - Variable in class org.apache.datasketches.kll.KllSketchIterator
    +
     
    isIntPowerOf2(int) - Static method in class org.apache.datasketches.common.Util
    Returns true if given int argument is exactly a positive power of 2 and greater than zero.
    @@ -4372,10 +4456,6 @@

    I

    The SortedView of the Classic Quantiles ItemsSketch.
    -
    ItemsSketchSortedView.ItemsSketchSortedViewIterator<T> - Class in org.apache.datasketches.quantiles
    -
    -
    Iterator over ItemsSketchSortedView.
    -
    ItemsUnion<T> - Class in org.apache.datasketches.quantiles
    The API for Union operations for generic ItemsSketches
    @@ -4501,10 +4581,6 @@

    K

    Constructs this Sorted View given the sketch
    -
    KllDoublesSketchSortedViewIterator - Class in org.apache.datasketches.kll
    -
    -
    Iterator over KllDoublesSketchSortedView
    -
    KllFloatsSketch - Class in org.apache.datasketches.kll
    This variation of the KllSketch implements primitive floats.
    @@ -4521,10 +4597,6 @@

    K

    Constructs this Sorted View given the sketch
    -
    KllFloatsSketchSortedViewIterator - Class in org.apache.datasketches.kll
    -
    -
    Iterator over KllFloatsSketchSortedView
    -
    KllItemsSketch<T> - Class in org.apache.datasketches.kll
    This variation of the KllSketch implements generic data types.
    @@ -4537,10 +4609,6 @@

    K

    The SortedView of the KllItemsSketch.
    -
    KllItemsSketchSortedView.KllItemsSketchSortedViewIterator<T> - Class in org.apache.datasketches.kll
    -
    -
    Iterator over KllItemsSketchSortedView.
    -
    KllSketch - Class in org.apache.datasketches.kll
    This class is the root of the KLL sketch class hierarchy.
    @@ -4553,6 +4621,11 @@

    K

    Used to define the variable type of the current instance of this class.
    +
    KllSketchIterator - Class in org.apache.datasketches.kll
    +
    +
    The base implementation for the KLL sketch iterator hierarchy used for viewing the + non-ordered quantiles retained by a sketch.
    +
    @@ -4579,13 +4652,21 @@

    L

    Let low = index of the lowest value in the range.
    Let high = index of the highest value in the range. +
    level - Variable in class org.apache.datasketches.kll.KllSketchIterator
    +
     
    +
    levelPartId - Variable in class org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow
    +
     
    +
    levelPartId - Variable in class org.apache.datasketches.partitions.Partitioner.StackElement
    +
     
    +
    levelsArr - Variable in class org.apache.datasketches.kll.KllSketchIterator
    +
     
    lg() - Method in enum org.apache.datasketches.common.ResizeFactor
    Returns the Log-base 2 of the Resize Factor
    log2(double) - Static method in class org.apache.datasketches.common.Util
    -
    The log base 2 of the value
    +
    The log2(value)
    LOG2 - Static variable in class org.apache.datasketches.common.Util
    @@ -4593,7 +4674,7 @@

    L

    logBaseOfX(double, double) - Static method in class org.apache.datasketches.common.Util
    -
    Returns the logarithm_logBase of x.
    +
    Returns the logbase(x).
    LONG_MAX_VALUE_AS_DOUBLE - Static variable in class org.apache.datasketches.common.Util
    @@ -4621,6 +4702,8 @@

    L

    Returns a string of spaced hex bytes in Big-Endian order.
    +
    lowerBound - Variable in class org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow
    +
     
    LS - Static variable in class org.apache.datasketches.common.Util
    The java line separator character as a String.
    @@ -4764,10 +4847,6 @@

    N

    The total number of items presented to the sketch.
    -
    N - Variable in class org.apache.datasketches.quantilescommon.QuantilesGenericAPI.GenericPartitionBoundaries
    -
    -
    The total number of items presented to the sketch.
    -
    nanoSecToString(long) - Static method in class org.apache.datasketches.common.Util
    Returns the given time in nanoseconds formatted as Sec.mSec_uSec_nSec
    @@ -4861,36 +4940,22 @@

    N

     
    newSummaryArray(S[], int) - Static method in class org.apache.datasketches.tuple.Util
     
    -
    next() - Method in class org.apache.datasketches.kll.KllDoublesSketchIterator
    -
     
    -
    next() - Method in class org.apache.datasketches.kll.KllDoublesSketchSortedViewIterator
    -
     
    -
    next() - Method in class org.apache.datasketches.kll.KllFloatsSketchIterator
    -
     
    -
    next() - Method in class org.apache.datasketches.kll.KllFloatsSketchSortedViewIterator
    -
     
    -
    next() - Method in class org.apache.datasketches.kll.KllItemsSketchIterator
    +
    next() - Method in class org.apache.datasketches.kll.KllSketchIterator
     
    next() - Method in class org.apache.datasketches.quantiles.DoublesSketchIterator
     
    -
    next() - Method in class org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator
    -
     
    next() - Method in class org.apache.datasketches.quantiles.ItemsSketchIterator
     
    -
    next() - Method in class org.apache.datasketches.quantilescommon.GenericSortedViewIterator
    -
     
    next() - Method in interface org.apache.datasketches.quantilescommon.QuantilesSketchIterator
    Advances the index and checks if it is valid.
    -
    next() - Method in interface org.apache.datasketches.quantilescommon.SortedViewIterator
    +
    next() - Method in class org.apache.datasketches.quantilescommon.SortedViewIterator
    Advances the index and checks if it is valid.
    next() - Method in class org.apache.datasketches.req.ReqSketchIterator
     
    -
    next() - Method in class org.apache.datasketches.req.ReqSketchSortedViewIterator
    -
     
    next() - Method in class org.apache.datasketches.sampling.VarOptItemsSamples.VarOptItemsIterator
     
    next() - Method in interface org.apache.datasketches.theta.HashIterator
    @@ -4954,6 +5019,8 @@

    N

    Computes the number of decimal digits of the number n
    +
    numLevels - Variable in class org.apache.datasketches.kll.KllSketchIterator
    +
     
    @@ -5000,6 +5067,8 @@

    O

    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.
    +
    org.apache.datasketches.partitions - package org.apache.datasketches.partitions
    +
     
    org.apache.datasketches.quantiles - package org.apache.datasketches.quantiles
    The quantiles package contains stochastic streaming algorithms that enable single-pass @@ -5059,6 +5128,46 @@

    P

    packBits(long, int, byte[], int, int) - Static method in class org.apache.datasketches.theta.BitPacking
     
    +
    part - Variable in class org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow
    +
     
    +
    part - Variable in class org.apache.datasketches.partitions.Partitioner.StackElement
    +
     
    +
    partition(S) - Method in class org.apache.datasketches.partitions.Partitioner
    +
    +
    This initiates the partitioning process
    +
    +
    PartitionBoundaries - Interface in org.apache.datasketches.quantilescommon
    +
    +
    This defines a set of results computed from the getParitionBoundaries() function and + encapsulates the basic methods needed to construct actual partitions based on generic items.
    +
    +
    PartitionBoundsRow(Partitioner.StackElement<T>) - Constructor for class org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow
    +
     
    +
    Partitioner<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>> - Class in org.apache.datasketches.partitions
    +
    +
    A partitioning process that can partition very large data sets into thousands + of partitions of approximately the same size.
    +
    +
    Partitioner(long, int, SketchFillRequest<T, S>) - Constructor for class org.apache.datasketches.partitions.Partitioner
    +
    +
    This constructor assumes a QuantileSearchCriteria of INCLUSIVE.
    +
    +
    Partitioner(long, int, SketchFillRequest<T, S>, QuantileSearchCriteria) - Constructor for class org.apache.datasketches.partitions.Partitioner
    +
    +
    This constructor includes the QuantileSearchCriteria criteria as a parameter.
    +
    +
    Partitioner.PartitionBoundsRow<T> - Class in org.apache.datasketches.partitions
    +
    +
    Defines a row for List of PartitionBounds.
    +
    +
    Partitioner.StackElement<T> - Class in org.apache.datasketches.partitions
    +
    +
    Holds data for a Stack element
    +
    +
    PartitioningFeature<T> - Interface in org.apache.datasketches.quantilescommon
    +
    +
    This enables the special functions for performing efficient partitioning of massive data.
    +
    PostProcessor - Class in org.apache.datasketches.fdt
    This processes the contents of a FDT sketch to extract the @@ -5199,11 +5308,6 @@

    Q

    The Quantiles API for item type generic.
    -
    QuantilesGenericAPI.GenericPartitionBoundaries<T> - Class in org.apache.datasketches.quantilescommon
    -
    -
    This encapsulates the essential information needed to construct actual partitions and is returned from the - getPartitionBoundaries(int, QuantileSearchCritera) method.
    -
    QuantilesGenericSketchIterator<T> - Interface in org.apache.datasketches.quantilescommon
    The quantiles sketch iterator for generic types.
    @@ -5255,10 +5359,6 @@

    R

    The normalized ranks that correspond to the returned boundaries.
    -
    ranks - Variable in class org.apache.datasketches.quantilescommon.QuantilesGenericAPI.GenericPartitionBoundaries
    -
    -
    The normalized ranks that correspond to the returned boundaries.
    -
    rebuild() - Method in class org.apache.datasketches.theta.UpdateSketch
    Rebuilds the hash table to remove dirty values or to reduce the size @@ -5316,10 +5416,6 @@

    R

    Constructs this Sorted View given the sketch
    -
    ReqSketchSortedViewIterator - Class in org.apache.datasketches.req
    -
    -
    Iterator over ReqSketchSortedView.
    -
    RESERVOIR - org.apache.datasketches.common.Family
    The Reservoir family of sketches.
    @@ -5460,6 +5556,8 @@

    R

    For the Families that accept this configuration parameter, it controls the size multiple that affects how fast the internal cache grows, when more space is required.
    +
    rule - Variable in class org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow
    +
     
    @@ -5854,17 +5952,24 @@

    S

    Constructs a new runtime exception with the specified detail message.
    +
    SketchFillRequest<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>> - Interface in org.apache.datasketches.partitions
    +
    +
    This is a callback request to the data source to fill a quantiles sketch, + which is returned to the caller.
    +
    sketchStateId(boolean, int, long) - Static method in class org.apache.datasketches.thetacommon.SetOperationCornerCases
     
    SortedView - Interface in org.apache.datasketches.quantilescommon
    -
    This is the base interface for the Sorted View interface hierarchy.
    +
    This is the base interface for the Sorted View interface hierarchy and defines the methods that are type independent.
    -
    SortedViewIterator - Interface in org.apache.datasketches.quantilescommon
    +
    SortedViewIterator - Class in org.apache.datasketches.quantilescommon
    This is the base interface for the SortedViewIterator hierarchy used with a SortedView obtained from a quantile-type sketch.
    +
    StackElement(GenericPartitionBoundaries<T>, int, String) - Constructor for class org.apache.datasketches.partitions.Partitioner.StackElement
    +
     
    start() - Method in class org.apache.datasketches.cpc.CompressionCharacterization
     
    start() - Method in class org.apache.datasketches.cpc.MergingValidation
    @@ -5945,6 +6050,8 @@

    T

    The tab character
    +
    tailRoundingFactor - Static variable in class org.apache.datasketches.quantilescommon.QuantilesUtil
    +
     
    TestUtil - Class in org.apache.datasketches.cpc
     
    TestUtil() - Constructor for class org.apache.datasketches.cpc.TestUtil
    @@ -6126,8 +6233,6 @@

    T

    Returns summary information about the backing sketch.
    -
    toString() - Method in class org.apache.datasketches.quantiles.ItemsSketch
    -
     
    toString() - Method in class org.apache.datasketches.quantiles.ItemsUnion
    Returns summary information about the backing sketch.
    @@ -6304,6 +6409,8 @@

    T

    Returns a human readable string of an item.
    +
    totalN - Variable in class org.apache.datasketches.quantilescommon.SortedViewIterator
    +
     
    toUpdatableByteArray() - Method in class org.apache.datasketches.hll.HllSketch
     
    toUpdatableByteArray() - Method in class org.apache.datasketches.hll.Union
    @@ -6792,6 +6899,8 @@

    U

    Constructor for building a new UpdateSketch.
    +
    upperBound - Variable in class org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow
    +
     
    Util - Class in org.apache.datasketches.common
    Common utility functions.
    @@ -6853,6 +6962,10 @@

    V

    Returns the enum constant of this type with the specified name.
    +
    valueOf(String) - Static method in enum org.apache.datasketches.partitions.BoundsRule
    +
    +
    Returns the enum constant of this type with the specified name.
    +
    valueOf(String) - Static method in enum org.apache.datasketches.quantilescommon.GenericInequalitySearch.Inequality
    Returns the enum constant of this type with the specified name.
    @@ -6927,6 +7040,11 @@

    V

    Returns an array containing the constants of this enum type, in the order they are declared.
    +
    values() - Static method in enum org.apache.datasketches.partitions.BoundsRule
    +
    +
    Returns an array containing the constants of this enum type, in +the order they are declared.
    +
    values() - Static method in enum org.apache.datasketches.quantilescommon.GenericInequalitySearch.Inequality
    Returns an array containing the constants of this enum type, in @@ -7018,6 +7136,8 @@

    V

    W

    +
    weight - Variable in class org.apache.datasketches.kll.KllSketchIterator
    +
     
    weights() - Method in class org.apache.datasketches.sampling.VarOptItemsSamples
    Returns a copy of the array of weights contained in the sketch.
    diff --git a/docs/master/index.html b/docs/master/index.html index d420277cd..d7b05ae41 100644 --- a/docs/master/index.html +++ b/docs/master/index.html @@ -179,47 +179,51 @@

    Overview

    +org.apache.datasketches.partitions +  + + org.apache.datasketches.quantiles
    The quantiles package contains stochastic streaming algorithms that enable single-pass analysis of the distribution of a stream of quantiles.
    - + org.apache.datasketches.quantilescommon
    This package contains common tools and methods for the quantiles, kll and req packages.
    - + org.apache.datasketches.req
    This package is for the implementation of the Relative Error Quantiles sketch algorithm.
    - + org.apache.datasketches.sampling
    This package is dedicated to streaming algorithms that enable fixed size, uniform sampling of weighted and unweighted items from a stream.
    - + org.apache.datasketches.theta
    The theta package contains the basic sketch classes that are members of the Theta Sketch Framework.
    - + org.apache.datasketches.thetacommon
    This package contains common tools and methods for the theta, tuple, tuple/* and fdt packages.
    - + org.apache.datasketches.tuple
    The tuple package contains a number of sketches based on the same @@ -227,25 +231,25 @@

    Overview

    concepts for whole new families of sketches.
    - + org.apache.datasketches.tuple.adouble
    This package is for a generic implementation of the Tuple sketch for single Double value.
    - + org.apache.datasketches.tuple.aninteger
    This package is for a generic implementation of the Tuple sketch for single Integer value.
    - + org.apache.datasketches.tuple.arrayofdoubles
    This package is for a concrete implementation of the Tuple sketch for an array of double values.
    - + org.apache.datasketches.tuple.strings
    This package is for a generic implementation of the Tuple sketch for single String value.
    diff --git a/docs/master/jquery/jquery-ui.min.css b/docs/master/jquery/jquery-ui.min.css index d64539cb3..693327f01 100644 --- a/docs/master/jquery/jquery-ui.min.css +++ b/docs/master/jquery/jquery-ui.min.css @@ -1,4 +1,4 @@ -/*! jQuery UI - v1.13.1 - 2022-05-12 +/*! jQuery UI - v1.13.2 - 2023-02-27 * http://jqueryui.com * Includes: core.css, autocomplete.css, menu.css * Copyright jQuery Foundation and other contributors; Licensed MIT */ diff --git a/docs/master/jquery/jquery-ui.min.js b/docs/master/jquery/jquery-ui.min.js index 55c283294..8166a15ee 100644 --- a/docs/master/jquery/jquery-ui.min.js +++ b/docs/master/jquery/jquery-ui.min.js @@ -1,6 +1,6 @@ -/*! jQuery UI - v1.13.1 - 2022-05-12 +/*! jQuery UI - v1.13.2 - 2023-02-27 * http://jqueryui.com * Includes: widget.js, position.js, keycode.js, unique-id.js, widgets/autocomplete.js, widgets/menu.js * Copyright jQuery Foundation and other contributors; Licensed MIT */ -!function(t){"use strict";"function"==typeof define&&define.amd?define(["jquery"],t):t(jQuery)}(function(x){"use strict";x.ui=x.ui||{};x.ui.version="1.13.1";var n,i=0,l=Array.prototype.hasOwnProperty,a=Array.prototype.slice;x.cleanData=(n=x.cleanData,function(t){for(var e,i,s=0;null!=(i=t[s]);s++)(e=x._data(i,"events"))&&e.remove&&x(i).triggerHandler("remove");n(t)}),x.widget=function(t,i,e){var s,n,o,l={},a=t.split(".")[0],r=a+"-"+(t=t.split(".")[1]);return e||(e=i,i=x.Widget),Array.isArray(e)&&(e=x.extend.apply(null,[{}].concat(e))),x.expr.pseudos[r.toLowerCase()]=function(t){return!!x.data(t,r)},x[a]=x[a]||{},s=x[a][t],n=x[a][t]=function(t,e){if(!this||!this._createWidget)return new n(t,e);arguments.length&&this._createWidget(t,e)},x.extend(n,s,{version:e.version,_proto:x.extend({},e),_childConstructors:[]}),(o=new i).options=x.widget.extend({},o.options),x.each(e,function(e,s){function n(){return i.prototype[e].apply(this,arguments)}function o(t){return i.prototype[e].apply(this,t)}l[e]="function"==typeof s?function(){var t,e=this._super,i=this._superApply;return this._super=n,this._superApply=o,t=s.apply(this,arguments),this._super=e,this._superApply=i,t}:s}),n.prototype=x.widget.extend(o,{widgetEventPrefix:s&&o.widgetEventPrefix||t},l,{constructor:n,namespace:a,widgetName:t,widgetFullName:r}),s?(x.each(s._childConstructors,function(t,e){var i=e.prototype;x.widget(i.namespace+"."+i.widgetName,n,e._proto)}),delete s._childConstructors):i._childConstructors.push(n),x.widget.bridge(t,n),n},x.widget.extend=function(t){for(var e,i,s=a.call(arguments,1),n=0,o=s.length;n",options:{classes:{},disabled:!1,create:null},_createWidget:function(t,e){e=x(e||this.defaultElement||this)[0],this.element=x(e),this.uuid=i++,this.eventNamespace="."+this.widgetName+this.uuid,this.bindings=x(),this.hoverable=x(),this.focusable=x(),this.classesElementLookup={},e!==this&&(x.data(e,this.widgetFullName,this),this._on(!0,this.element,{remove:function(t){t.target===e&&this.destroy()}}),this.document=x(e.style?e.ownerDocument:e.document||e),this.window=x(this.document[0].defaultView||this.document[0].parentWindow)),this.options=x.widget.extend({},this.options,this._getCreateOptions(),t),this._create(),this.options.disabled&&this._setOptionDisabled(this.options.disabled),this._trigger("create",null,this._getCreateEventData()),this._init()},_getCreateOptions:function(){return{}},_getCreateEventData:x.noop,_create:x.noop,_init:x.noop,destroy:function(){var i=this;this._destroy(),x.each(this.classesElementLookup,function(t,e){i._removeClass(e,t)}),this.element.off(this.eventNamespace).removeData(this.widgetFullName),this.widget().off(this.eventNamespace).removeAttr("aria-disabled"),this.bindings.off(this.eventNamespace)},_destroy:x.noop,widget:function(){return this.element},option:function(t,e){var i,s,n,o=t;if(0===arguments.length)return x.widget.extend({},this.options);if("string"==typeof t)if(o={},t=(i=t.split(".")).shift(),i.length){for(s=o[t]=x.widget.extend({},this.options[t]),n=0;n
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        Method Summary

        Methods inherited from class java.lang.Object

        -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    diff --git a/docs/master/org/apache/datasketches/common/ArrayOfDoublesSerDe.html b/docs/master/org/apache/datasketches/common/ArrayOfDoublesSerDe.html index 3f1c6d628..81dcaad65 100644 --- a/docs/master/org/apache/datasketches/common/ArrayOfDoublesSerDe.html +++ b/docs/master/org/apache/datasketches/common/ArrayOfDoublesSerDe.html @@ -259,7 +259,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/ArrayOfItemsSerDe.html b/docs/master/org/apache/datasketches/common/ArrayOfItemsSerDe.html index 18036e94e..ec85a69fa 100644 --- a/docs/master/org/apache/datasketches/common/ArrayOfItemsSerDe.html +++ b/docs/master/org/apache/datasketches/common/ArrayOfItemsSerDe.html @@ -265,7 +265,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/ArrayOfLongsSerDe.html b/docs/master/org/apache/datasketches/common/ArrayOfLongsSerDe.html index bf74ffea9..ec1762a24 100644 --- a/docs/master/org/apache/datasketches/common/ArrayOfLongsSerDe.html +++ b/docs/master/org/apache/datasketches/common/ArrayOfLongsSerDe.html @@ -259,7 +259,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/ArrayOfNumbersSerDe.html b/docs/master/org/apache/datasketches/common/ArrayOfNumbersSerDe.html index b98e225b3..efb2933e3 100644 --- a/docs/master/org/apache/datasketches/common/ArrayOfNumbersSerDe.html +++ b/docs/master/org/apache/datasketches/common/ArrayOfNumbersSerDe.html @@ -267,7 +267,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/ArrayOfStringsSerDe.html b/docs/master/org/apache/datasketches/common/ArrayOfStringsSerDe.html index aa9bf4a62..38ce54c22 100644 --- a/docs/master/org/apache/datasketches/common/ArrayOfStringsSerDe.html +++ b/docs/master/org/apache/datasketches/common/ArrayOfStringsSerDe.html @@ -265,7 +265,7 @@

    Methods inherited from class org.apache.datasketches.common.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/ArrayOfUtf16StringsSerDe.html b/docs/master/org/apache/datasketches/common/ArrayOfUtf16StringsSerDe.html index 5440b2fd3..32ff2cdca 100644 --- a/docs/master/org/apache/datasketches/common/ArrayOfUtf16StringsSerDe.html +++ b/docs/master/org/apache/datasketches/common/ArrayOfUtf16StringsSerDe.html @@ -263,7 +263,7 @@

    Methods inherited from class org.apache.datasketches.common.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/BoundsOnBinomialProportions.html b/docs/master/org/apache/datasketches/common/BoundsOnBinomialProportions.html index 384bf6f1b..e56100253 100644 --- a/docs/master/org/apache/datasketches/common/BoundsOnBinomialProportions.html +++ b/docs/master/org/apache/datasketches/common/BoundsOnBinomialProportions.html @@ -253,7 +253,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/BoundsOnRatiosInSampledSets.html b/docs/master/org/apache/datasketches/common/BoundsOnRatiosInSampledSets.html index 8d7233346..c0882822e 100644 --- a/docs/master/org/apache/datasketches/common/BoundsOnRatiosInSampledSets.html +++ b/docs/master/org/apache/datasketches/common/BoundsOnRatiosInSampledSets.html @@ -215,7 +215,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/ByteArrayUtil.html b/docs/master/org/apache/datasketches/common/ByteArrayUtil.html index 56f33f86f..4f5d5c26e 100644 --- a/docs/master/org/apache/datasketches/common/ByteArrayUtil.html +++ b/docs/master/org/apache/datasketches/common/ByteArrayUtil.html @@ -387,7 +387,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/common/Family.html b/docs/master/org/apache/datasketches/common/Family.html index 001e3084c..ff45f7353 100644 --- a/docs/master/org/apache/datasketches/common/Family.html +++ b/docs/master/org/apache/datasketches/common/Family.html @@ -375,14 +375,14 @@

    Method Summary

    Methods inherited from class java.lang.Enum

    -clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, valueOf +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, valueOf @@ -735,7 +735,7 @@

    toString

    public String toString()
    Overrides:
    -
    toString in class Enum<Family>
    +
    toString in class Enum<Family>
    diff --git a/docs/master/org/apache/datasketches/common/ResizeFactor.html b/docs/master/org/apache/datasketches/common/ResizeFactor.html index 3d4b1875f..8e30f8330 100644 --- a/docs/master/org/apache/datasketches/common/ResizeFactor.html +++ b/docs/master/org/apache/datasketches/common/ResizeFactor.html @@ -253,14 +253,14 @@

    Method Summary

    Methods inherited from class java.lang.Enum

    -clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf diff --git a/docs/master/org/apache/datasketches/common/SketchesArgumentException.html b/docs/master/org/apache/datasketches/common/SketchesArgumentException.html index 3125439af..0dfdc7af2 100644 --- a/docs/master/org/apache/datasketches/common/SketchesArgumentException.html +++ b/docs/master/org/apache/datasketches/common/SketchesArgumentException.html @@ -200,14 +200,14 @@

    Method Summary

    Methods inherited from class java.lang.Throwable

    -addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString +addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString diff --git a/docs/master/org/apache/datasketches/common/SketchesException.html b/docs/master/org/apache/datasketches/common/SketchesException.html index d40fa466c..be78b0e32 100644 --- a/docs/master/org/apache/datasketches/common/SketchesException.html +++ b/docs/master/org/apache/datasketches/common/SketchesException.html @@ -206,14 +206,14 @@

    Method Summary

    Methods inherited from class java.lang.Throwable

    -addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString +addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString diff --git a/docs/master/org/apache/datasketches/common/SketchesReadOnlyException.html b/docs/master/org/apache/datasketches/common/SketchesReadOnlyException.html index 5b5a57b2d..33c869ea4 100644 --- a/docs/master/org/apache/datasketches/common/SketchesReadOnlyException.html +++ b/docs/master/org/apache/datasketches/common/SketchesReadOnlyException.html @@ -207,14 +207,14 @@

    Method Summary

    Methods inherited from class java.lang.Throwable

    -addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString +addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString diff --git a/docs/master/org/apache/datasketches/common/SketchesStateException.html b/docs/master/org/apache/datasketches/common/SketchesStateException.html index c7da41ba6..2f5227f38 100644 --- a/docs/master/org/apache/datasketches/common/SketchesStateException.html +++ b/docs/master/org/apache/datasketches/common/SketchesStateException.html @@ -200,14 +200,14 @@

    Method Summary

    Methods inherited from class java.lang.Throwable

    -addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString +addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString diff --git a/docs/master/org/apache/datasketches/common/Util.html b/docs/master/org/apache/datasketches/common/Util.html index 733d74e88..23f3fc737 100644 --- a/docs/master/org/apache/datasketches/common/Util.html +++ b/docs/master/org/apache/datasketches/common/Util.html @@ -254,7 +254,7 @@

    Method Summary

    static long ceilingLongPowerOf2​(long n) -
    Computes the long ceiling power of 2 within the range [1, 2^30].
    +
    Computes the long ceiling power of 2 within the range [1, 2^62].
    @@ -262,7 +262,7 @@

    Method Summary

    ceilingPowerBaseOfDouble​(double base, double n) -
    Computes the ceiling power of given base and n as doubles.
    +
    Returns the ceiling of a given n given a base, where the ceiling is an integral power of the base.
    @@ -352,7 +352,7 @@

    Method Summary

    floorPowerBaseOfDouble​(double base, double n) -
    Computes the floor power of given base and n as doubles.
    +
    Computes the floor of a given n given base, where the floor is an integral power of the base.
    @@ -449,15 +449,15 @@

    Method Summary

    static double log2​(double value) -
    The log base 2 of the value
    +
    The log2(value)
    static double -logBaseOfX​(double logBase, +logBaseOfX​(double base, double x) -
    Returns the logarithm_logBase of x.
    +
    Returns the logbase(x).
    @@ -584,7 +584,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait @@ -821,7 +821,7 @@

    milliSecToString

    Returns the given time in milliseconds formatted as Hours:Min:Sec.mSec
    Parameters:
    -
    mS - the given nanoseconds
    +
    mS - the given milliseconds
    Returns:
    the given time in milliseconds formatted as Hours:Min:Sec.mSec
    @@ -857,8 +857,7 @@

    characterPad

    char padChar, boolean postpend)
    Prepend or postpend the given string with the given character to fill the given field length. - If the given string is equal or greater than the given field length, it will be returned - without modification.
    + If the given string is equal to or greater than the given field length, it will be returned without modification.
    Parameters:
    s - the given string
    @@ -866,8 +865,7 @@

    characterPad

    padChar - the desired pad character
    postpend - if true append the pacCharacters to the end of the string.
    Returns:
    -
    prepended or postpended given string with the given character to fill the given field - length.
    +
    prepended or postpended given string with the given character to fill the given field length.
    @@ -1005,8 +1003,8 @@

    ceilingIntPowerOf2

  • ceilingLongPowerOf2

    public static long ceilingLongPowerOf2​(long n)
    -
    Computes the long ceiling power of 2 within the range [1, 2^30]. This is the smallest positive power - of 2 that is equal to or greater than the given n and a mathematical integer. +
    Computes the long ceiling power of 2 within the range [1, 2^62]. This is the smallest positive power + of 2 that is equal to or greater than the given n and a mathematical long.

    For:

      @@ -1203,14 +1201,16 @@

      powerSeriesNextDouble

      ceilingPowerBaseOfDouble

      public static double ceilingPowerBaseOfDouble​(double base,
                                               double n)
      -
      Computes the ceiling power of given base and n as doubles. - This is the smallest positive power - of base that equal to or greater than the given n and equal to a mathematical integer. +
      Returns the ceiling of a given n given a base, where the ceiling is an integral power of the base. + This is the smallest positive power of base that is equal to or greater than the given n + and equal to a mathematical integer. The result of this function is consistent with ceilingIntPowerOf2(int) for values - less than one. I.e., if n < 1, the result is 1.
      + less than one. I.e., if n < 1, the result is 1. + +

      The formula is: baseceiling(logbase(x))

      Parameters:
      -
      base - The base in the expression ⌈basen⌉.
      +
      base - The number in the expression ⌈basen⌉.
      n - The input argument.
      Returns:
      the ceiling power of base as a double and equal to a mathematical integer.
      @@ -1225,14 +1225,16 @@

      ceilingPowerBaseOfDouble

      floorPowerBaseOfDouble

      public static double floorPowerBaseOfDouble​(double base,
                                             double n)
      -
      Computes the floor power of given base and n as doubles. - This is the largest positive power - of base that equal to or less than the given n and equal to a mathematical integer. +
      Computes the floor of a given n given base, where the floor is an integral power of the base. + This is the largest positive power of base that is equal to or less than the given n + and equal to a mathematical integer. The result of this function is consistent with floorPowerOf2(int) for values - less than one. I.e., if n < 1, the result is 1.
      + less than one. I.e., if n < 1, the result is 1. + +

      The formula is: basefloor(logbase(x))

      Parameters:
      -
      base - The base in the expression ⌊basen⌋.
      +
      base - The number in the expression ⌊basen⌋.
      n - The input argument.
      Returns:
      the floor power of 2 and equal to a mathematical integer.
      @@ -1246,12 +1248,12 @@

      floorPowerBaseOfDouble

    • log2

      public static double log2​(double value)
      -
      The log base 2 of the value
      +
      The log2(value)
      Parameters:
      value - the given value
      Returns:
      -
      The log base 2 of the value
      +
      log2(value)
    @@ -1261,15 +1263,15 @@

    log2

    • logBaseOfX

      -
      public static double logBaseOfX​(double logBase,
+
      public static double logBaseOfX​(double base,
                                 double x)
      
-
      Returns the logarithm_logBase of x. Example: logB(2.0, x) = log(x) / log(2.0).
      
+
      Returns the logbase(x). Example, if base = 2.0: logB(2.0, x) = log(x) / log(2.0).
      
 
      
 
      Parameters:
      
-
      logBase - the base of the logarithm used
      
+
      base - The number in the expression log(x) / log(base).
      
 
      x - the given value
      
 
      Returns:
      
-
      the logarithm_logBase of x: Example: logB(2.0, x) = log(x) / log(2.0).
      
+
      the logbase(x)
    diff --git a/docs/master/org/apache/datasketches/cpc/CompressionCharacterization.html b/docs/master/org/apache/datasketches/cpc/CompressionCharacterization.html index ab82218fa..13ce2e828 100644 --- a/docs/master/org/apache/datasketches/cpc/CompressionCharacterization.html +++ b/docs/master/org/apache/datasketches/cpc/CompressionCharacterization.html @@ -202,7 +202,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    • +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/cpc/CpcSketch.html b/docs/master/org/apache/datasketches/cpc/CpcSketch.html index 413b268f3..e8c420e9d 100644 --- a/docs/master/org/apache/datasketches/cpc/CpcSketch.html +++ b/docs/master/org/apache/datasketches/cpc/CpcSketch.html @@ -427,7 +427,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -867,7 +867,7 @@

    toString

    Return a human-readable string summary of this sketch
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    diff --git a/docs/master/org/apache/datasketches/cpc/CpcUnion.html b/docs/master/org/apache/datasketches/cpc/CpcUnion.html index caa2d6379..77a511806 100644 --- a/docs/master/org/apache/datasketches/cpc/CpcUnion.html +++ b/docs/master/org/apache/datasketches/cpc/CpcUnion.html @@ -229,7 +229,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/cpc/CpcWrapper.html b/docs/master/org/apache/datasketches/cpc/CpcWrapper.html index 6790a22db..98a9e1243 100644 --- a/docs/master/org/apache/datasketches/cpc/CpcWrapper.html +++ b/docs/master/org/apache/datasketches/cpc/CpcWrapper.html @@ -232,7 +232,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/cpc/MergingValidation.html b/docs/master/org/apache/datasketches/cpc/MergingValidation.html index 6f825287a..7d2c5edbf 100644 --- a/docs/master/org/apache/datasketches/cpc/MergingValidation.html +++ b/docs/master/org/apache/datasketches/cpc/MergingValidation.html @@ -200,7 +200,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/cpc/QuickMergingValidation.html b/docs/master/org/apache/datasketches/cpc/QuickMergingValidation.html index 1ad28af75..290adcd0b 100644 --- a/docs/master/org/apache/datasketches/cpc/QuickMergingValidation.html +++ b/docs/master/org/apache/datasketches/cpc/QuickMergingValidation.html @@ -201,7 +201,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/cpc/StreamingValidation.html b/docs/master/org/apache/datasketches/cpc/StreamingValidation.html index 78eb38c31..410da80d4 100644 --- a/docs/master/org/apache/datasketches/cpc/StreamingValidation.html +++ b/docs/master/org/apache/datasketches/cpc/StreamingValidation.html @@ -199,7 +199,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/cpc/TestUtil.html b/docs/master/org/apache/datasketches/cpc/TestUtil.html index ea0436837..5d3502714 100644 --- a/docs/master/org/apache/datasketches/cpc/TestUtil.html +++ b/docs/master/org/apache/datasketches/cpc/TestUtil.html @@ -171,7 +171,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/fdt/FdtSketch.html b/docs/master/org/apache/datasketches/fdt/FdtSketch.html index 775c50e19..4cfbf1593 100644 --- a/docs/master/org/apache/datasketches/fdt/FdtSketch.html +++ b/docs/master/org/apache/datasketches/fdt/FdtSketch.html @@ -399,7 +399,7 @@

    Methods inherited from class org.apache.datasketches.tuple.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/fdt/Group.html b/docs/master/org/apache/datasketches/fdt/Group.html index 7af6e2f17..d875e94cc 100644 --- a/docs/master/org/apache/datasketches/fdt/Group.html +++ b/docs/master/org/apache/datasketches/fdt/Group.html @@ -267,7 +267,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, finalize, getClass, notify, notifyAll, wait, wait, wait +clone, finalize, getClass, notify, notifyAll, wait, wait, wait @@ -446,7 +446,7 @@

    toString

    public String toString()
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    @@ -459,7 +459,7 @@

    compareTo

    public int compareTo​(Group that)
    Specified by:
    -
    compareTo in interface Comparable<Group>
    +
    compareTo in interface Comparable<Group>
    Parameters:
    that - The Group to compare to
    @@ -474,7 +474,7 @@

    equals

    public boolean equals​(Object that)
    Overrides:
    -
    equals in class Object
    +
    equals in class Object
    @@ -487,7 +487,7 @@

    hashCode

    public int hashCode()
    Overrides:
    -
    hashCode in class Object
    +
    hashCode in class Object
    diff --git a/docs/master/org/apache/datasketches/fdt/PostProcessor.html b/docs/master/org/apache/datasketches/fdt/PostProcessor.html index 88a31cc3a..8cbedcd28 100644 --- a/docs/master/org/apache/datasketches/fdt/PostProcessor.html +++ b/docs/master/org/apache/datasketches/fdt/PostProcessor.html @@ -208,7 +208,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/frequencies/ErrorType.html b/docs/master/org/apache/datasketches/frequencies/ErrorType.html index 123b018d2..79550400d 100644 --- a/docs/master/org/apache/datasketches/frequencies/ErrorType.html +++ b/docs/master/org/apache/datasketches/frequencies/ErrorType.html @@ -217,14 +217,14 @@

    Method Summary

    Methods inherited from class java.lang.Enum

    -clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf diff --git a/docs/master/org/apache/datasketches/frequencies/ItemsSketch.Row.html b/docs/master/org/apache/datasketches/frequencies/ItemsSketch.Row.html index a5033afb2..377d8c507 100644 --- a/docs/master/org/apache/datasketches/frequencies/ItemsSketch.Row.html +++ b/docs/master/org/apache/datasketches/frequencies/ItemsSketch.Row.html @@ -227,7 +227,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, finalize, getClass, notify, notifyAll, wait, wait, wait +clone, finalize, getClass, notify, notifyAll, wait, wait, wait @@ -319,7 +319,7 @@

    toString

    public String toString()
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    @@ -335,7 +335,7 @@

    compareTo

    Defined this way, this compareTo will be consistent with hashCode() and equals(Object).
    Specified by:
    -
    compareTo in interface Comparable<T>
    +
    compareTo in interface Comparable<T>
    Parameters:
    that - the other row to compare to.
    Returns:
    @@ -357,7 +357,7 @@

    hashCode

    If (!x.equals(y)) does NOT imply: x.hashCode() != y.hashCode().
    Overrides:
    -
    hashCode in class Object
    +
    hashCode in class Object
    Returns:
    the hashCode computed from getEstimate().
    @@ -375,7 +375,7 @@

    equals

    Defined this way, this equals will be consistent with compareTo(Row).
    Overrides:
    -
    equals in class Object
    +
    equals in class Object
    Parameters:
    obj - the other row to determine equality with.
    Returns:
    diff --git a/docs/master/org/apache/datasketches/frequencies/ItemsSketch.html b/docs/master/org/apache/datasketches/frequencies/ItemsSketch.html index 4964e4fe3..bfa59883a 100644 --- a/docs/master/org/apache/datasketches/frequencies/ItemsSketch.html +++ b/docs/master/org/apache/datasketches/frequencies/ItemsSketch.html @@ -461,7 +461,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -815,7 +815,7 @@

    toString

    Returns a human readable summary of this sketch.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    Returns:
    a human readable summary of this sketch.
    diff --git a/docs/master/org/apache/datasketches/frequencies/LongsSketch.Row.html b/docs/master/org/apache/datasketches/frequencies/LongsSketch.Row.html index 1d17c41de..078415003 100644 --- a/docs/master/org/apache/datasketches/frequencies/LongsSketch.Row.html +++ b/docs/master/org/apache/datasketches/frequencies/LongsSketch.Row.html @@ -223,7 +223,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, finalize, getClass, notify, notifyAll, wait, wait, wait +clone, finalize, getClass, notify, notifyAll, wait, wait, wait @@ -315,7 +315,7 @@

    toString

    public String toString()
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    @@ -331,7 +331,7 @@

    compareTo

    Defined this way, this compareTo will be consistent with hashCode() and equals(Object).
    Specified by:
    -
    compareTo in interface Comparable<LongsSketch.Row>
    +
    compareTo in interface Comparable<LongsSketch.Row>
    Parameters:
    that - the other row to compare to.
    Returns:
    @@ -353,7 +353,7 @@

    hashCode

    If (!x.equals(y)) does NOT imply: x.hashCode() != y.hashCode().
    Overrides:
    -
    hashCode in class Object
    +
    hashCode in class Object
    Returns:
    the hashCode computed from getEstimate().
    @@ -371,7 +371,7 @@

    equals

    Defined this way, this equals will be consistent with compareTo(Row).
    Overrides:
    -
    equals in class Object
    +
    equals in class Object
    Parameters:
    obj - the other row to determine equality with.
    Returns:
    diff --git a/docs/master/org/apache/datasketches/frequencies/LongsSketch.html b/docs/master/org/apache/datasketches/frequencies/LongsSketch.html index 969f8f879..4f4aef8b0 100644 --- a/docs/master/org/apache/datasketches/frequencies/LongsSketch.html +++ b/docs/master/org/apache/datasketches/frequencies/LongsSketch.html @@ -477,7 +477,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -864,7 +864,7 @@

    toString

    Returns a human readable summary of this sketch.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    Returns:
    a human readable summary of this sketch.
    diff --git a/docs/master/org/apache/datasketches/hash/MurmurHash3.html b/docs/master/org/apache/datasketches/hash/MurmurHash3.html index 98e98d561..e71759614 100644 --- a/docs/master/org/apache/datasketches/hash/MurmurHash3.html +++ b/docs/master/org/apache/datasketches/hash/MurmurHash3.html @@ -300,7 +300,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/hash/MurmurHash3Adaptor.html b/docs/master/org/apache/datasketches/hash/MurmurHash3Adaptor.html index bc95f03df..d40a18fc4 100644 --- a/docs/master/org/apache/datasketches/hash/MurmurHash3Adaptor.html +++ b/docs/master/org/apache/datasketches/hash/MurmurHash3Adaptor.html @@ -365,7 +365,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/hash/XxHash.html b/docs/master/org/apache/datasketches/hash/XxHash.html index 3618c2950..480b0b179 100644 --- a/docs/master/org/apache/datasketches/hash/XxHash.html +++ b/docs/master/org/apache/datasketches/hash/XxHash.html @@ -209,7 +209,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/hll/HllSketch.html b/docs/master/org/apache/datasketches/hll/HllSketch.html index fe4c5a945..449bc41bd 100644 --- a/docs/master/org/apache/datasketches/hll/HllSketch.html +++ b/docs/master/org/apache/datasketches/hll/HllSketch.html @@ -602,7 +602,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -1273,7 +1273,7 @@

    toString

    Human readable summary as a string.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    Returns:
    Human readable summary as a string.
    diff --git a/docs/master/org/apache/datasketches/hll/TgtHllType.html b/docs/master/org/apache/datasketches/hll/TgtHllType.html index fdd188534..5bff8ab7a 100644 --- a/docs/master/org/apache/datasketches/hll/TgtHllType.html +++ b/docs/master/org/apache/datasketches/hll/TgtHllType.html @@ -250,14 +250,14 @@

    Method Summary

    Methods inherited from class java.lang.Enum

    -clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf diff --git a/docs/master/org/apache/datasketches/hll/Union.html b/docs/master/org/apache/datasketches/hll/Union.html index d99c6b05a..f9708c52c 100644 --- a/docs/master/org/apache/datasketches/hll/Union.html +++ b/docs/master/org/apache/datasketches/hll/Union.html @@ -513,7 +513,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -1071,7 +1071,7 @@

    toString

    Human readable summary as a string.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    Returns:
    Human readable summary as a string.
    diff --git a/docs/master/org/apache/datasketches/hllmap/UniqueCountMap.html b/docs/master/org/apache/datasketches/hllmap/UniqueCountMap.html index c306892db..d21183d81 100644 --- a/docs/master/org/apache/datasketches/hllmap/UniqueCountMap.html +++ b/docs/master/org/apache/datasketches/hllmap/UniqueCountMap.html @@ -314,7 +314,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -510,7 +510,7 @@

    toString

    Returns a string with a human-readable summary of the UniqueCountMap and all the internal maps
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    Returns:
    human-readable summary
    diff --git a/docs/master/org/apache/datasketches/kll/KllDoublesSketch.html b/docs/master/org/apache/datasketches/kll/KllDoublesSketch.html index 02014ab8f..15d52be95 100644 --- a/docs/master/org/apache/datasketches/kll/KllDoublesSketch.html +++ b/docs/master/org/apache/datasketches/kll/KllDoublesSketch.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10,"i9":10,"i10":10,"i11":10,"i12":9,"i13":10,"i14":10,"i15":9,"i16":9,"i17":9,"i18":9,"i19":10,"i20":10,"i21":10,"i22":9,"i23":9}; +var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10,"i9":10,"i10":10,"i11":9,"i12":10,"i13":10,"i14":9,"i15":9,"i16":9,"i17":9,"i18":10,"i19":10,"i20":10,"i21":9,"i22":9}; var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -228,15 +228,6 @@

    Method Summary

    -QuantilesDoublesAPI.DoublesPartitionBoundaries -getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) - -
    This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    - - - double[] getPMF​(double[] splitPoints, QuantileSearchCriteria searchCrit) @@ -246,7 +237,7 @@

    Method Summary

    given a set of splitPoints. - + double getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -254,7 +245,7 @@

    Method Summary

    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + double getQuantileLowerBound​(double rank) @@ -262,7 +253,7 @@

    Method Summary

    given rank exists. - + double[] getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -270,7 +261,7 @@

    Method Summary

    Gets an array of quantiles from the given array of normalized ranks.
    - + double getQuantileUpperBound​(double rank) @@ -278,7 +269,7 @@

    Method Summary

    given rank exists. - + double getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -286,7 +277,7 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + double getRankLowerBound​(double rank) @@ -294,7 +285,7 @@

    Method Summary

    given rank exists. - + double[] getRanks​(double[] quantiles, QuantileSearchCriteria searchCrit) @@ -303,7 +294,7 @@

    Method Summary

    search criterion. - + double getRankUpperBound​(double rank) @@ -311,35 +302,35 @@

    Method Summary

    given rank exists. - + DoublesSortedView getSortedView()
    Gets the sorted view of this sketch
    - + static KllDoublesSketch heapify​(org.apache.datasketches.memory.Memory srcMem)
    Factory heapify takes a compact sketch image in Memory and instantiates an on-heap sketch.
    - + QuantilesDoublesSketchIterator iterator()
    Gets the iterator for this sketch, which is not sorted.
    - + void merge​(KllSketch other)
    Merges another sketch into this one.
    - + static KllDoublesSketch newDirectInstance​(int k, org.apache.datasketches.memory.WritableMemory dstMem, @@ -348,7 +339,7 @@

    Method Summary

    Create a new direct updatable instance of this sketch with a given k.
    - + static KllDoublesSketch newDirectInstance​(org.apache.datasketches.memory.WritableMemory dstMem, org.apache.datasketches.memory.MemoryRequestServer memReqSvr) @@ -356,42 +347,42 @@

    Method Summary

    Create a new direct updatable instance of this sketch with the default k.
    - + static KllDoublesSketch newHeapInstance()
    Create a new heap instance of this sketch with the default k = 200.
    - + static KllDoublesSketch newHeapInstance​(int k)
    Create a new heap instance of this sketch with a given parameter k.
    - + void reset()
    Resets this sketch to the empty state.
    - + byte[] toByteArray()
    Returns a byte array representation of this sketch.
    - + void update​(double item)
    Updates this sketch with the given item.
    - + static KllDoublesSketch wrap​(org.apache.datasketches.memory.Memory srcMem) @@ -399,7 +390,7 @@

    Method Summary

    that originated from this sketch. - + static KllDoublesSketch writableWrap​(org.apache.datasketches.memory.WritableMemory srcMem, org.apache.datasketches.memory.MemoryRequestServer memReqSvr) @@ -421,7 +412,7 @@

    Methods inherited from class org.apache.datasketches.kll.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -627,38 +618,6 @@

    getCDF

    - - - -
      -
    • -

      getPartitionBoundaries

      -
      public QuantilesDoublesAPI.DoublesPartitionBoundaries getPartitionBoundaries​(int numEquallyWeighted,
-                                                                             QuantileSearchCriteria searchCrit)
      -
      Description copied from interface: QuantilesDoublesAPI
      -
      This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      -
      -
      Specified by:
      -
      getPartitionBoundaries in interface QuantilesDoublesAPI
      -
      Parameters:
      -
      numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). - This must be a positive integer greater than zero. -
        -
      • A 1 will return: minItem, maxItem.
        • -
      • A 2 will return: minItem, median quantile, maxItem.
        • -
      • Etc.
        • -
      -
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions - with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions - with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      -
      Returns:
      -
      an instance of DoublesPartitionBoundaries.
      -
      -
      • -
    diff --git a/docs/master/org/apache/datasketches/kll/KllDoublesSketchIterator.html b/docs/master/org/apache/datasketches/kll/KllDoublesSketchIterator.html index 262539aae..c3745fa44 100644 --- a/docs/master/org/apache/datasketches/kll/KllDoublesSketchIterator.html +++ b/docs/master/org/apache/datasketches/kll/KllDoublesSketchIterator.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10}; +var data = {"i0":10}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -90,7 +90,7 @@
    • Summary: 
    • Nested | 
      • -
    • Field | 
      • +
    • Field | 
    • Constr | 
    • Method
    @@ -124,10 +124,15 @@

    Class KllDoublesSketchI
  • java.lang.Object
  • +
    • +
    • @@ -137,7 +142,7 @@

      Class KllDoublesSketchI 

    public final class KllDoublesSketchIterator
-extends Object
+extends KllSketchIterator
 implements QuantilesDoublesSketchIterator
    Iterator over KllDoublesSketch. The order is not defined.
    @@ -146,6 +151,23 @@

    Class KllDoublesSketchI

    - - - -
      -
    • -

      getWeight

      -
      public long getWeight()
      -
      Description copied from interface: QuantilesSketchIterator
      -
      Gets the natural weight at the current index. - -

      Don't call this before calling next() for the first time - or after getting false from next().

      -
      -
      Specified by:
      -
      getWeight in interface QuantilesSketchIterator
      -
      Returns:
      -
      the natural weight at the current index.
      -
      -
      • -
    - - - -
      -
    • -

      next

      -
      public boolean next()
      -
      Description copied from interface: QuantilesSketchIterator
      -
      Advances the index and checks if it is valid. - The state of this iterator is undefined before the first call of this method.
      -
      -
      Specified by:
      -
      next in interface QuantilesSketchIterator
      -
      Returns:
      -
      true if the next index is valid.
      -
      -
      • -
    @@ -316,7 +300,7 @@

    next

    • Summary: 
    • Nested | 
      • -
    • Field | 
      • +
    • Field | 
    • Constr | 
    • Method
    diff --git a/docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedView.html b/docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedView.html index 752e830c4..2dba3be9c 100644 --- a/docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedView.html +++ b/docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedView.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10}; +var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -164,7 +164,7 @@

    Constructor Summary

    Description -KllDoublesSketchSortedView​(KllDoublesSketch sk) +KllDoublesSketchSortedView​(KllDoublesSketch sketch)
    Constructs this Sorted View given the sketch
    @@ -191,25 +191,46 @@

    Method Summary

    long[] getCumulativeWeights() -
    Returns the array of cumulative weights
    +
    Returns the array of cumulative weights from the sketch.
    double +getMaxItem() + +
    Returns the maximum item of the stream.
    + + + +double +getMinItem() + +
    Returns the minimum item of the stream.
    + + + +long +getN() + +
    Returns the total number of items presented to the sourcing sketch.
    + + + +double getQuantile​(double rank, QuantileSearchCriteria searchCrit)
    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + double[] getQuantiles() -
    Returns the array of quantiles.
    +
    Returns an array of all retained quantiles by the sketch.
    - + double getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -217,15 +238,15 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + boolean isEmpty()
    Returns true if this sorted view is empty.
    - -KllDoublesSketchSortedViewIterator + +DoublesSortedViewIterator iterator()
    Returns an iterator for this Sorted View.
    @@ -237,7 +258,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait + + + +
      +
    • +

      getMaxItem

      +
      public double getMaxItem()
      +
      Description copied from interface: DoublesSortedView
      +
      Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
      +
      +
      Specified by:
      +
      getMaxItem in interface DoublesSortedView
      +
      Returns:
      +
      the maximum item of the stream
      +
      +
      • +
    + + + +
      +
    • +

      getMinItem

      +
      public double getMinItem()
      +
      Description copied from interface: DoublesSortedView
      +
      Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
      +
      +
      Specified by:
      +
      getMinItem in interface DoublesSortedView
      +
      Returns:
      +
      the minimum item of the stream
      +
      +
      • +
    + + + +
      +
    • +

      getN

      +
      public long getN()
      +
      Description copied from interface: SortedView
      +
      Returns the total number of items presented to the sourcing sketch.
      +
      +
      Specified by:
      +
      getN in interface SortedView
      +
      Returns:
      +
      the total number of items presented to the sourcing sketch.
    @@ -337,12 +412,12 @@

    getQuantile

    getQuantiles

    public double[] getQuantiles()
    Description copied from interface: DoublesSortedView
    -
    Returns the array of quantiles.
    +
    Returns an array of all retained quantiles by the sketch.
    Specified by:
    getQuantiles in interface DoublesSortedView
    Returns:
    -
    the array of quantiles.
    +
    an array of all retained quantiles by the sketch.
    @@ -392,7 +467,7 @@

    isEmpty

    • iterator

      -
      public KllDoublesSketchSortedViewIterator iterator()
      +
      public DoublesSortedViewIterator iterator()
      Description copied from interface: SortedView
      Returns an iterator for this Sorted View.
      diff --git a/docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedViewIterator.html deleted file mode 100644 index 1e3a650aa..000000000 --- a/docs/master/org/apache/datasketches/kll/KllDoublesSketchSortedViewIterator.html +++ /dev/null @@ -1,430 +0,0 @@ - - - - - -KllDoublesSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) - - - - - - - - - - - - - - -
      - -
      - -
      -
      -
      Package org.apache.datasketches.kll
      -

      Class KllDoublesSketchSortedViewIterator

      -
      -
      -
        -
      • java.lang.Object
        • -
      • -
          -
        • org.apache.datasketches.kll.KllDoublesSketchSortedViewIterator
          • -
        -
        • -
      -
      - -
      -
      - -
      -
      -
        -
      • - -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            getCumulativeWeight

            -
            public long getCumulativeWeight​(QuantileSearchCriteria searchCrit)
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion. - This is also referred to as the "Natural Rank". - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getCumulativeWeight in interface SortedViewIterator
            -
            Parameters:
            -
            searchCrit - if INCLUSIVE, includes the weight at the current index in the cumulative sum. - Otherwise, it will return the cumulative weight of the previous index.
            -
            Returns:
            -
            cumulative weight at the current index on the chosen search criterion.
            -
            -
            • -
          - - - -
            -
          • -

            getN

            -
            public long getN()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the total count of all items presented to the sketch.
            -
            -
            Specified by:
            -
            getN in interface SortedViewIterator
            -
            Returns:
            -
            the total count of all items presented to the sketch.
            -
            -
            • -
          - - - -
            -
          • -

            getNormalizedRank

            -
            public double getNormalizedRank​(QuantileSearchCriteria searchCrit)
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the normalized rank at the current index (or previous index) - based on the chosen search criterion. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getNormalizedRank in interface SortedViewIterator
            -
            Parameters:
            -
            searchCrit - if INCLUSIVE, includes the normalized rank at the current index. - Otherwise, returns the normalized rank of the previous index.
            -
            Returns:
            -
            the normalized rank at the current index (or previous index) - based on the chosen search criterion.
            -
            -
            • -
          - - - -
            -
          • -

            getQuantile

            -
            public double getQuantile()
            -
            Description copied from interface: DoublesSortedViewIterator
            -
            Gets the quantile at the current index. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getQuantile in interface DoublesSortedViewIterator
            -
            Returns:
            -
            the quantile at the current index.
            -
            -
            • -
          - - - -
            -
          • -

            getWeight

            -
            public long getWeight()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the natural weight at the current index. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getWeight in interface SortedViewIterator
            -
            Returns:
            -
            the natural weight at the current index.
            -
            -
            • -
          - - - -
            -
          • -

            next

            -
            public boolean next()
            -
            Description copied from interface: SortedViewIterator
            -
            Advances the index and checks if it is valid. - The state of this iterator is undefined before the first call of this method.
            -
            -
            Specified by:
            -
            next in interface SortedViewIterator
            -
            Returns:
            -
            true if the next index is valid.
            -
            -
            • -
          -
          • -
        -
        -
        • -
      -
      -
      -
      - - - - diff --git a/docs/master/org/apache/datasketches/kll/KllFloatsSketch.html b/docs/master/org/apache/datasketches/kll/KllFloatsSketch.html index 78ea0cb23..2eb183fcf 100644 --- a/docs/master/org/apache/datasketches/kll/KllFloatsSketch.html +++ b/docs/master/org/apache/datasketches/kll/KllFloatsSketch.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10,"i9":10,"i10":10,"i11":10,"i12":9,"i13":10,"i14":10,"i15":9,"i16":9,"i17":9,"i18":9,"i19":10,"i20":10,"i21":10,"i22":9,"i23":9}; +var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10,"i9":10,"i10":10,"i11":9,"i12":10,"i13":10,"i14":9,"i15":9,"i16":9,"i17":9,"i18":10,"i19":10,"i20":10,"i21":9,"i22":9}; var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -228,15 +228,6 @@

      Method Summary

      -QuantilesFloatsAPI.FloatsPartitionBoundaries -getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) - -
      This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      - - - double[] getPMF​(float[] splitPoints, QuantileSearchCriteria searchCrit) @@ -246,7 +237,7 @@

      Method Summary

      given a set of splitPoints. - + float getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -254,7 +245,7 @@

      Method Summary

      Gets the approximate quantile of the given normalized rank and the given search criterion.
      - + float getQuantileLowerBound​(double rank) @@ -262,7 +253,7 @@

      Method Summary

      given rank exists. - + float[] getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -270,7 +261,7 @@

      Method Summary

      Gets an array of quantiles from the given array of normalized ranks.
      - + float getQuantileUpperBound​(double rank) @@ -278,7 +269,7 @@

      Method Summary

      given rank exists. - + double getRank​(float quantile, QuantileSearchCriteria searchCrit) @@ -286,7 +277,7 @@

      Method Summary

      Gets the normalized rank corresponding to the given a quantile.
      - + double getRankLowerBound​(double rank) @@ -294,7 +285,7 @@

      Method Summary

      given rank exists. - + double[] getRanks​(float[] quantiles, QuantileSearchCriteria searchCrit) @@ -303,7 +294,7 @@

      Method Summary

      search criterion. - + double getRankUpperBound​(double rank) @@ -311,35 +302,35 @@

      Method Summary

      given rank exists. - + FloatsSortedView getSortedView()
      Gets the sorted view of this sketch
      - + static KllFloatsSketch heapify​(org.apache.datasketches.memory.Memory srcMem)
      Factory heapify takes a compact sketch image in Memory and instantiates an on-heap sketch.
      - + QuantilesFloatsSketchIterator iterator()
      Gets the iterator for this sketch, which is not sorted.
      - + void merge​(KllSketch other)
      Merges another sketch into this one.
      - + static KllFloatsSketch newDirectInstance​(int k, org.apache.datasketches.memory.WritableMemory dstMem, @@ -348,7 +339,7 @@

      Method Summary

      Create a new direct updatable instance of this sketch with a given k.
      - + static KllFloatsSketch newDirectInstance​(org.apache.datasketches.memory.WritableMemory dstMem, org.apache.datasketches.memory.MemoryRequestServer memReqSvr) @@ -356,42 +347,42 @@

      Method Summary

      Create a new direct updatable instance of this sketch with the default k.
      - + static KllFloatsSketch newHeapInstance()
      Create a new heap instance of this sketch with the default k = 200.
      - + static KllFloatsSketch newHeapInstance​(int k)
      Create a new heap instance of this sketch with a given parameter k.
      - + void reset()
      Resets this sketch to the empty state.
      - + byte[] toByteArray()
      Returns a byte array representation of this sketch.
      - + void update​(float item)
      Updates this sketch with the given item.
      - + static KllFloatsSketch wrap​(org.apache.datasketches.memory.Memory srcMem) @@ -399,7 +390,7 @@

      Method Summary

      that originated from this sketch. - + static KllFloatsSketch writableWrap​(org.apache.datasketches.memory.WritableMemory srcMem, org.apache.datasketches.memory.MemoryRequestServer memReqSvr) @@ -421,7 +412,7 @@

      Methods inherited from class org.apache.datasketches.kll.Object

      -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
      • +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    @@ -627,38 +618,6 @@

    getCDF

    - - - -
      -
    • -

      getPartitionBoundaries

      -
      public QuantilesFloatsAPI.FloatsPartitionBoundaries getPartitionBoundaries​(int numEquallyWeighted,
-                                                                           QuantileSearchCriteria searchCrit)
      -
      Description copied from interface: QuantilesFloatsAPI
      -
      This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      -
      -
      Specified by:
      -
      getPartitionBoundaries in interface QuantilesFloatsAPI
      -
      Parameters:
      -
      numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). - This must be a positive integer greater than zero. -
        -
      • A 1 will return: minItem, maxItem.
        • -
      • A 2 will return: minItem, median quantile, maxItem.
        • -
      • Etc.
        • -
      -
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions - with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions - with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      -
      Returns:
      -
      an instance of FloatsPartitionBoundaries.
      -
      -
      • -
    @@ -772,7 +731,7 @@

    getQuantileLowerBound

    Gets the lower bound of the quantile confidence interval in which the quantile of the given rank exists. -

    Although it is possible to estimate the probablity that the true quantile +

    Although it is possible to estimate the probability that the true quantile exists within the quantile confidence interval specified by the upper and lower quantile bounds, it is not possible to guarantee the width of the quantile confidence interval as an additive or multiplicative percent of the true quantile.

    @@ -799,7 +758,7 @@

    getQuantileUpperBound

    Gets the upper bound of the quantile confidence interval in which the true quantile of the given rank exists. -

    Although it is possible to estimate the probablity that the true quantile +

    Although it is possible to estimate the probability that the true quantile exists within the quantile confidence interval specified by the upper and lower quantile bounds, it is not possible to guarantee the width of the quantile interval as an additive or multiplicative percent of the true quantile.

    diff --git a/docs/master/org/apache/datasketches/kll/KllFloatsSketchIterator.html b/docs/master/org/apache/datasketches/kll/KllFloatsSketchIterator.html index 813db4c8f..18817bfed 100644 --- a/docs/master/org/apache/datasketches/kll/KllFloatsSketchIterator.html +++ b/docs/master/org/apache/datasketches/kll/KllFloatsSketchIterator.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10}; +var data = {"i0":10}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -90,7 +90,7 @@
    • Summary: 
    • Nested | 
      • -
    • Field | 
      • +
    • Field | 
    • Constr | 
    • Method
    @@ -124,10 +124,15 @@

    Class KllFloatsSketchIte
  • java.lang.Object
  • +
    • +
    • @@ -137,7 +142,7 @@

      Class KllFloatsSketchIte 
      public final class KllFloatsSketchIterator
-extends Object
+extends KllSketchIterator
 implements QuantilesFloatsSketchIterator
      Iterator over KllFloatsSketch. The order is not defined.

      • @@ -146,6 +151,23 @@

      Class KllFloatsSketchIte
      + + + +
        +
      • +

        getMaxItem

        +
        public float getMaxItem()
        +
        Description copied from interface: FloatsSortedView
        +
        Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
        +
        +
        Specified by:
        +
        getMaxItem in interface FloatsSortedView
        +
        Returns:
        +
        the maximum item of the stream
        +
        +
        • +
      + + + +
        +
      • +

        getMinItem

        +
        public float getMinItem()
        +
        Description copied from interface: FloatsSortedView
        +
        Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
        +
        +
        Specified by:
        +
        getMinItem in interface FloatsSortedView
        +
        Returns:
        +
        the minimum item of the stream
        +
        +
        • +
      + + + +
        +
      • +

        getN

        +
        public long getN()
        +
        Description copied from interface: SortedView
        +
        Returns the total number of items presented to the sourcing sketch.
        +
        +
        Specified by:
        +
        getN in interface SortedView
        +
        Returns:
        +
        the total number of items presented to the sourcing sketch.
      @@ -337,12 +412,12 @@

      getQuantile

      getQuantiles

      public float[] getQuantiles()
      Description copied from interface: FloatsSortedView
      -
      Returns the array of quantiles
      +
      Returns an array of all retained quantiles by the sketch.
      Specified by:
      getQuantiles in interface FloatsSortedView
      Returns:
      -
      the array of quantiles
      +
      an array of all retained quantiles by the sketch.

    @@ -392,7 +467,7 @@

    isEmpty

    • iterator

      -
      public KllFloatsSketchSortedViewIterator iterator()
      +
      public FloatsSortedViewIterator iterator()
      Description copied from interface: SortedView
      Returns an iterator for this Sorted View.
      diff --git a/docs/master/org/apache/datasketches/kll/KllFloatsSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/kll/KllFloatsSketchSortedViewIterator.html deleted file mode 100644 index 0d91deed4..000000000 --- a/docs/master/org/apache/datasketches/kll/KllFloatsSketchSortedViewIterator.html +++ /dev/null @@ -1,430 +0,0 @@ - - - - - -KllFloatsSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) - - - - - - - - - - - - - - -
      - -
      - -
      -
      -
      Package org.apache.datasketches.kll
      -

      Class KllFloatsSketchSortedViewIterator

      -
      -
      -
        -
      • java.lang.Object
        • -
      • -
          -
        • org.apache.datasketches.kll.KllFloatsSketchSortedViewIterator
          • -
        -
        • -
      -
      - -
      -
      - -
      -
      -
        -
      • - -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            getCumulativeWeight

            -
            public long getCumulativeWeight​(QuantileSearchCriteria searchCrit)
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion. - This is also referred to as the "Natural Rank". - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getCumulativeWeight in interface SortedViewIterator
            -
            Parameters:
            -
            searchCrit - if INCLUSIVE, includes the weight at the current index in the cumulative sum. - Otherwise, it will return the cumulative weight of the previous index.
            -
            Returns:
            -
            cumulative weight at the current index on the chosen search criterion.
            -
            -
            • -
          - - - -
            -
          • -

            getN

            -
            public long getN()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the total count of all items presented to the sketch.
            -
            -
            Specified by:
            -
            getN in interface SortedViewIterator
            -
            Returns:
            -
            the total count of all items presented to the sketch.
            -
            -
            • -
          - - - -
            -
          • -

            getNormalizedRank

            -
            public double getNormalizedRank​(QuantileSearchCriteria searchCrit)
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the normalized rank at the current index (or previous index) - based on the chosen search criterion. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getNormalizedRank in interface SortedViewIterator
            -
            Parameters:
            -
            searchCrit - if INCLUSIVE, includes the normalized rank at the current index. - Otherwise, returns the normalized rank of the previous index.
            -
            Returns:
            -
            the normalized rank at the current index (or previous index) - based on the chosen search criterion.
            -
            -
            • -
          - - - -
            -
          • -

            getQuantile

            -
            public float getQuantile()
            -
            Description copied from interface: FloatsSortedViewIterator
            -
            Gets the quantile at the current index. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getQuantile in interface FloatsSortedViewIterator
            -
            Returns:
            -
            the quantile at the current index.
            -
            -
            • -
          - - - -
            -
          • -

            getWeight

            -
            public long getWeight()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the natural weight at the current index. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getWeight in interface SortedViewIterator
            -
            Returns:
            -
            the natural weight at the current index.
            -
            -
            • -
          - - - -
            -
          • -

            next

            -
            public boolean next()
            -
            Description copied from interface: SortedViewIterator
            -
            Advances the index and checks if it is valid. - The state of this iterator is undefined before the first call of this method.
            -
            -
            Specified by:
            -
            next in interface SortedViewIterator
            -
            Returns:
            -
            true if the next index is valid.
            -
            -
            • -
          -
          • -
        -
        -
        • -
      -
      -
      -
      - - - - diff --git a/docs/master/org/apache/datasketches/kll/KllItemsSketch.html b/docs/master/org/apache/datasketches/kll/KllItemsSketch.html index 04a2ec19d..0e70f164c 100644 --- a/docs/master/org/apache/datasketches/kll/KllItemsSketch.html +++ b/docs/master/org/apache/datasketches/kll/KllItemsSketch.html @@ -142,12 +142,12 @@

      Class KllItemsSketch<T>

      All Implemented Interfaces:
      -
      QuantilesAPI, QuantilesGenericAPI<T>
      +
      PartitioningFeature<T>, QuantilesAPI, QuantilesGenericAPI<T>
      public abstract class KllItemsSketch<T>
 extends KllSketch
-implements QuantilesGenericAPI<T>
      +implements QuantilesGenericAPI<T>, PartitioningFeature<T>
      This variation of the KllSketch implements generic data types. The user must provide a suitable implementation of the java.lang.Comparator as well as an implementation of the serializer / deserializer, org.apache.datasketches.common.ArrayOfItemsSerDe.
      @@ -175,13 +175,6 @@

      Nested Class Summary

      Nested classes/interfaces inherited from class org.apache.datasketches.kll.KllSketch

      KllSketch.SketchStructure, KllSketch.SketchType
    - @@ -234,13 +227,14 @@

    Method Summary

    -QuantilesGenericAPI.GenericPartitionBoundaries<T> -getPartitionBoundaries​(int numEquallyWeighted, +GenericPartitionBoundaries<T> +getPartitionBoundaries​(int numEquallySized, QuantileSearchCriteria searchCrit)
    This method returns an instance of - GenericPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.
    @@ -407,7 +401,14 @@

    Methods inherited from class org.apache.datasketches.kll.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait + + @@ -589,30 +590,32 @@

    getCDF

    Specified by:
    -
    getPartitionBoundaries in interface QuantilesGenericAPI<T>
    +
    getPartitionBoundaries in interface PartitioningFeature<T>
    Parameters:
    -
    numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). +
    numEquallySized - an integer that specifies the number of equally sized partitions between + getMinItem() and + getMaxItem(). This must be a positive integer greater than zero.
    • A 1 will return: minItem, maxItem.
    • A 2 will return: minItem, median quantile, maxItem.
    • Etc.
    -
    searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions +
    searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally sized partitions with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions + If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally sized partitions with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
    Returns:
    -
    an instance of GenericPartitionBoundaries.
    +
    an instance of GenericPartitionBoundaries.
    diff --git a/docs/master/org/apache/datasketches/kll/KllItemsSketchIterator.html b/docs/master/org/apache/datasketches/kll/KllItemsSketchIterator.html index 758f9343e..46399aa70 100644 --- a/docs/master/org/apache/datasketches/kll/KllItemsSketchIterator.html +++ b/docs/master/org/apache/datasketches/kll/KllItemsSketchIterator.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10}; +var data = {"i0":10}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -90,7 +90,7 @@
    • Summary: 
    • Nested | 
      • -
    • Field | 
      • +
    • Field | 
    • Constr | 
    • Method
    @@ -124,10 +124,15 @@

    Class KllItemsSketchItera
  • java.lang.Object
  • +
    • +
    + + + +
      +
    • +

      getMaxItem

      +
      public T getMaxItem()
      +
      Description copied from interface: GenericSortedView
      +
      Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
      +
      +
      Specified by:
      +
      getMaxItem in interface GenericSortedView<T>
      +
      Returns:
      +
      the maximum item of the stream
      +
      +
      • +
    + + + +
      +
    • +

      getMinItem

      +
      public T getMinItem()
      +
      Description copied from interface: GenericSortedView
      +
      Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
      +
      +
      Specified by:
      +
      getMinItem in interface GenericSortedView<T>
      +
      Returns:
      +
      the minimum item of the stream
      +
      +
      • +
    + + + +
      +
    • +

      getN

      +
      public long getN()
      +
      Description copied from interface: SortedView
      +
      Returns the total number of items presented to the sourcing sketch.
      +
      +
      Specified by:
      +
      getN in interface SortedView
      +
      Returns:
      +
      the total number of items presented to the sourcing sketch.
      +
      +
      • +
    + + + +
      +
    • +

      getPartitionBoundaries

      +
      public GenericPartitionBoundaries<T> getPartitionBoundaries​(int numEquallySized,
+                                                            QuantileSearchCriteria searchCrit)
      +
      Description copied from interface: PartitioningFeature
      +
      This method returns an instance of + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.
      +
      +
      Specified by:
      +
      getPartitionBoundaries in interface PartitioningFeature<T>
      +
      Parameters:
      +
      numEquallySized - an integer that specifies the number of equally sized partitions between + getMinItem() and + getMaxItem(). + This must be a positive integer greater than zero. +
        +
      • A 1 will return: minItem, maxItem.
        • +
      • A 2 will return: minItem, median quantile, maxItem.
        • +
      • Etc.
        • +
      +
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally sized partitions + with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. + If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally sized partitions + with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      +
      Returns:
      +
      an instance of GenericPartitionBoundaries.
    @@ -427,6 +536,16 @@

    getQuantile

    + + + + @@ -435,12 +554,12 @@

    getQuantile

    getQuantiles

    public T[] getQuantiles()
    Description copied from interface: GenericSortedView
    -
    Returns the array of quantiles.
    +
    Returns the full array of quantiles.
    Specified by:
    getQuantiles in interface GenericSortedView<T>
    Returns:
    -
    the array of quantiles.
    +
    the full array of quantiles.
    @@ -492,7 +611,7 @@

    isEmpty

    diff --git a/docs/master/org/apache/datasketches/kll/KllSketch.SketchType.html b/docs/master/org/apache/datasketches/kll/KllSketch.SketchType.html index fe659e66c..5ff2c0755 100644 --- a/docs/master/org/apache/datasketches/kll/KllSketch.SketchType.html +++ b/docs/master/org/apache/datasketches/kll/KllSketch.SketchType.html @@ -228,14 +228,14 @@

    Method Summary

    Methods inherited from class java.lang.Enum

    -clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf diff --git a/docs/master/org/apache/datasketches/kll/KllSketch.html b/docs/master/org/apache/datasketches/kll/KllSketch.html index 57f139df1..65d97aa9a 100644 --- a/docs/master/org/apache/datasketches/kll/KllSketch.html +++ b/docs/master/org/apache/datasketches/kll/KllSketch.html @@ -382,7 +382,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    • @@ -717,7 +717,7 @@

      toString

      Specified by:
      toString in interface QuantilesAPI
      Overrides:
      -
      toString in class Object
      +
      toString in class Object
      Returns:
      a summary of the key parameters of the sketch.
      diff --git a/docs/master/org/apache/datasketches/req/ReqSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/kll/KllSketchIterator.html similarity index 55% rename from docs/master/org/apache/datasketches/req/ReqSketchSortedViewIterator.html rename to docs/master/org/apache/datasketches/kll/KllSketchIterator.html index 741fcc8de..2b13314b2 100644 --- a/docs/master/org/apache/datasketches/req/ReqSketchSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/kll/KllSketchIterator.html @@ -3,7 +3,7 @@ -ReqSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) +KllSketchIterator (datasketches-java 4.3.0-SNAPSHOT API) @@ -21,13 +21,13 @@ + + + + + + + + + +
      + +
      + +
      +
      +
      Package org.apache.datasketches.partitions
      +

      Enum BoundsRule

      +
      +
      + +
      + +
      +
      + +
      +
      +
        +
      • + +
        +
          +
        • + + +

          Enum Constant Detail

          + + + +
            +
          • +

            INCLUDE_BOTH

            +
            public static final BoundsRule INCLUDE_BOTH
            +
            Include both the upper and lower bounds
            +
            • +
          + + + +
            +
          • +

            INCLUDE_UPPER

            +
            public static final BoundsRule INCLUDE_UPPER
            +
            Include only the upper bound but not the lower bound
            +
            • +
          + + + +
            +
          • +

            INCLUDE_LOWER

            +
            public static final BoundsRule INCLUDE_LOWER
            +
            Include only the lower bound but not the upper bound
            +
            • +
          +
          • +
        +
        + +
        +
          +
        • + + +

          Method Detail

          + + + +
            +
          • +

            values

            +
            public static BoundsRule[] values()
            +
            Returns an array containing the constants of this enum type, in +the order they are declared. This method may be used to iterate +over the constants as follows: +
            +for (BoundsRule c : BoundsRule.values())
+    System.out.println(c);
+
            +
            +
            Returns:
            +
            an array containing the constants of this enum type, in the order they are declared
            +
            +
            • +
          + + + +
            +
          • +

            valueOf

            +
            public static BoundsRule valueOf​(String name)
            +
            Returns the enum constant of this type with the specified name. +The string must match exactly an identifier used to declare an +enum constant in this type. (Extraneous whitespace characters are +not permitted.)
            +
            +
            Parameters:
            +
            name - the name of the enum constant to be returned.
            +
            Returns:
            +
            the enum constant with the specified name
            +
            Throws:
            +
            IllegalArgumentException - if this enum type has no constant with the specified name
            +
            NullPointerException - if the argument is null
            +
            +
            • +
          +
          • +
        +
        +
        • +
      +
      +
      +
      + + + + diff --git a/docs/master/org/apache/datasketches/partitions/Partitioner.PartitionBoundsRow.html b/docs/master/org/apache/datasketches/partitions/Partitioner.PartitionBoundsRow.html new file mode 100644 index 000000000..c586f8ea4 --- /dev/null +++ b/docs/master/org/apache/datasketches/partitions/Partitioner.PartitionBoundsRow.html @@ -0,0 +1,386 @@ + + + + + +Partitioner.PartitionBoundsRow (datasketches-java 4.3.0-SNAPSHOT API) + + + + + + + + + + + + + + +
      + +
      + +
      +
      +
      Package org.apache.datasketches.partitions
      +

      Class Partitioner.PartitionBoundsRow<T>

      +
      +
      +
        +
      • java.lang.Object
        • +
      • +
          +
        • org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow<T>
          • +
        +
        • +
      +
      + +
      +
      + +
      +
      +
        +
      • + +
        +
          +
        • + + +

          Field Detail

          + + + +
            +
          • +

            part

            +
            public int part
            +
            • +
          + + + +
            +
          • +

            levelPartId

            +
            public String levelPartId
            +
            • +
          + + + +
            +
          • +

            approxNumDeltaItems

            +
            public long approxNumDeltaItems
            +
            • +
          + + + + + + + +
            +
          • +

            lowerBound

            +
            public T lowerBound
            +
            • +
          + + + +
            +
          • +

            upperBound

            +
            public T upperBound
            +
            • +
          +
          • +
        +
        + +
        + +
        +
        • +
      +
      +
      +
      + + + + diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesGenericAPI.GenericPartitionBoundaries.html b/docs/master/org/apache/datasketches/partitions/Partitioner.StackElement.html similarity index 67% rename from docs/master/org/apache/datasketches/quantilescommon/QuantilesGenericAPI.GenericPartitionBoundaries.html rename to docs/master/org/apache/datasketches/partitions/Partitioner.StackElement.html index caf7fa559..44f569ab2 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesGenericAPI.GenericPartitionBoundaries.html +++ b/docs/master/org/apache/datasketches/partitions/Partitioner.StackElement.html @@ -3,7 +3,7 @@ -QuantilesGenericAPI.GenericPartitionBoundaries (datasketches-java 4.3.0-SNAPSHOT API) +Partitioner.StackElement (datasketches-java 4.3.0-SNAPSHOT API) @@ -21,7 +21,7 @@ + + + + + + + + + +
      + +
      + +
      +
      +
      Package org.apache.datasketches.partitions
      +

      Class Partitioner<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>>

      +
      +
      +
        +
      • java.lang.Object
        • +
      • +
          +
        • org.apache.datasketches.partitions.Partitioner<T,​S>
          • +
        +
        • +
      +
      +
        +
      • +
        +
        Type Parameters:
        +
        T - the data type
        +
        S - the quantiles sketch that implements both QuantilesGenericAPI and PartitioningFeature.
        +
        +
        +
        public class Partitioner<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>>
+extends Object
        +
        A partitioning process that can partition very large data sets into thousands + of partitions of approximately the same size. + +

        The code included here does work fine for moderate sized partitioning tasks. + As an example, using the test code in the test branch with the partitioning task of splitting + a data set of 1 billion items into 324 partitions of size 3M items completed in under 3 minutes, which was + performed on a single CPU. For much larger partitioning tasks, it is recommended that this code be leveraged into a + parallelized systems environment.

        +
        • +
      +
      +
      + +
      +
      +
        +
      • + +
        +
          +
        • + + +

          Constructor Detail

          + + + +
            +
          • +

            Partitioner

            +
            public Partitioner​(long tgtPartitionSize,
+                   int maxPartsPerPass,
+                   SketchFillRequest<T,​S> fillReq)
            +
            This constructor assumes a QuantileSearchCriteria of INCLUSIVE.
            +
            +
            Parameters:
            +
            tgtPartitionSize - the target size of the resulting partitions in number of items.
            +
            maxPartsPerPass - The maximum number of partitions to request from the sketch. The smaller this number is + the smaller the variance will be of the resulting partitions, but this will increase the number of passes of the + source data set.
            +
            fillReq - The is an implementation of the SketchFillRequest call-back supplied by the user and implements + the SketchFillRequest interface.
            +
            +
            • +
          + + + +
            +
          • +

            Partitioner

            +
            public Partitioner​(long tgtPartitionSize,
+                   int maxPartsPerSk,
+                   SketchFillRequest<T,​S> fillReq,
+                   QuantileSearchCriteria criteria)
            +
            This constructor includes the QuantileSearchCriteria criteria as a parameter.
            +
            +
            Parameters:
            +
            tgtPartitionSize - the target size of the resulting partitions in number of items.
            +
            maxPartsPerSk - The maximum number of partitions to request from the sketch. The smaller this number is + the smaller the variance will be of the resulting partitions, but this will increase the number of passes of the + source data set.
            +
            fillReq - The is an implementation of the SketchFillRequest call-back supplied by the user.
            +
            criteria - This is the desired QuantileSearchCriteria to be used.
            +
            +
            • +
          +
          • +
        +
        + +
        +
          +
        • + + +

          Method Detail

          + + + + + +
            +
          • +

            partition

            +
            public List<Partitioner.PartitionBoundsRow<T>> partition​(S sk)
            +
            This initiates the partitioning process
            +
            +
            Parameters:
            +
            sk - A sketch of the entire data set.
            +
            Returns:
            +
            the final partitioning list
            +
            +
            • +
          +
          • +
        +
        +
        • +
      +
      +
      +
      + + + + diff --git a/docs/master/org/apache/datasketches/quantiles/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/partitions/SketchFillRequest.html similarity index 52% rename from docs/master/org/apache/datasketches/quantiles/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html rename to docs/master/org/apache/datasketches/partitions/SketchFillRequest.html index abd7d9fa8..1d5d1fe45 100644 --- a/docs/master/org/apache/datasketches/quantiles/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/partitions/SketchFillRequest.html @@ -3,7 +3,7 @@ -ItemsSketchSortedView.ItemsSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) +SketchFillRequest (datasketches-java 4.3.0-SNAPSHOT API) @@ -21,12 +21,18 @@ @@ -48,7 +54,7 @@
    • Overview
    • Package
    • Class
      • -
    • Use
      • +
    • Use
    • Tree
    • Deprecated
    • Index
      • @@ -92,7 +98,7 @@
    • Detail: 
    • Field | 
    • Constr | 
      • -
    • Method
      • +
    • Method
    @@ -110,42 +116,21 @@
    -
    Package org.apache.datasketches.quantiles
    -

    Class ItemsSketchSortedView.ItemsSketchSortedViewIterator<T>

    +
    Package org.apache.datasketches.partitions
    +

    Interface SketchFillRequest<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>>

    -
    • +
      +
      public interface SketchFillRequest<T,​S extends QuantilesGenericAPI<T> & PartitioningFeature<T>>
      +
      This is a callback request to the data source to fill a quantiles sketch, + which is returned to the caller.
      -
      Type Parameters:
      -
      T - type of quantile (item)
      -
      -
      -
      All Implemented Interfaces:
      -
      SortedViewIterator
      -
      -
      -
      Enclosing class:
      -
      ItemsSketchSortedView<T>
      +
      Author:
      +
      Lee Rhodes
      -
      -
      public static final class ItemsSketchSortedView.ItemsSketchSortedViewIterator<T>
-extends GenericSortedViewIterator<T>
      -
      Iterator over ItemsSketchSortedView.
    @@ -159,19 +144,65 @@

    +All Methods Instance Methods Abstract Methods  + +Modifier and Type +Method +Description + + +S +getRange​(T lowerQuantile, + T upperQuantile, + BoundsRule boundsRule) + +
    This is a callback request to the data source to fill a quantiles sketch + with a range of data between upper and lower bounds.
    + + + + + + + + +

    +
    diff --git a/docs/master/org/apache/datasketches/partitions/class-use/BoundsRule.html b/docs/master/org/apache/datasketches/partitions/class-use/BoundsRule.html new file mode 100644 index 000000000..e739e75d5 --- /dev/null +++ b/docs/master/org/apache/datasketches/partitions/class-use/BoundsRule.html @@ -0,0 +1,238 @@ + + + + + +Uses of Class org.apache.datasketches.partitions.BoundsRule (datasketches-java 4.3.0-SNAPSHOT API) + + + + + + + + + + + + + + +
    + +
    +
    +
    +

    Uses of Class
    org.apache.datasketches.partitions.BoundsRule

    +
    +
    + +
    +
    + + + diff --git a/docs/master/org/apache/datasketches/quantiles/class-use/DoublesSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/partitions/class-use/Partitioner.PartitionBoundsRow.html similarity index 71% rename from docs/master/org/apache/datasketches/quantiles/class-use/DoublesSketchSortedViewIterator.html rename to docs/master/org/apache/datasketches/partitions/class-use/Partitioner.PartitionBoundsRow.html index 25de389cf..9feab73e3 100644 --- a/docs/master/org/apache/datasketches/quantiles/class-use/DoublesSketchSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/partitions/class-use/Partitioner.PartitionBoundsRow.html @@ -3,7 +3,7 @@ -Uses of Class org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) +Uses of Class org.apache.datasketches.partitions.Partitioner.PartitionBoundsRow (datasketches-java 4.3.0-SNAPSHOT API) @@ -21,7 +21,7 @@ + + + + + + + + + +
    + +
    +
    +
    +

    Uses of Class
    org.apache.datasketches.partitions.Partitioner

    +
    +
    No usage of org.apache.datasketches.partitions.Partitioner
    +
    + + + diff --git a/docs/master/org/apache/datasketches/kll/class-use/KllItemsSketchSortedView.KllItemsSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/partitions/class-use/SketchFillRequest.html similarity index 62% rename from docs/master/org/apache/datasketches/kll/class-use/KllItemsSketchSortedView.KllItemsSketchSortedViewIterator.html rename to docs/master/org/apache/datasketches/partitions/class-use/SketchFillRequest.html index eafe998c7..51a23d0ee 100644 --- a/docs/master/org/apache/datasketches/kll/class-use/KllItemsSketchSortedView.KllItemsSketchSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/partitions/class-use/SketchFillRequest.html @@ -3,7 +3,7 @@ -Uses of Class org.apache.datasketches.kll.KllItemsSketchSortedView.KllItemsSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) +Uses of Interface org.apache.datasketches.partitions.SketchFillRequest (datasketches-java 4.3.0-SNAPSHOT API) @@ -21,7 +21,7 @@ + + + + + + + + + +
    + +
    +
    +
    +

    Package org.apache.datasketches.partitions

    +
    +
    + +
    +
    + + + diff --git a/docs/master/org/apache/datasketches/partitions/package-tree.html b/docs/master/org/apache/datasketches/partitions/package-tree.html new file mode 100644 index 000000000..387e9b6b8 --- /dev/null +++ b/docs/master/org/apache/datasketches/partitions/package-tree.html @@ -0,0 +1,186 @@ + + + + + +org.apache.datasketches.partitions Class Hierarchy (datasketches-java 4.3.0-SNAPSHOT API) + + + + + + + + + + + + + + +
    + +
    +
    +
    +

    Hierarchy For Package org.apache.datasketches.partitions

    +Package Hierarchies: + +
    +
    +
    +

    Class Hierarchy

    + +
    +
    +

    Interface Hierarchy

    + +
    +
    +

    Enum Hierarchy

    + +
    +
    +
    + + + diff --git a/docs/master/org/apache/datasketches/partitions/package-use.html b/docs/master/org/apache/datasketches/partitions/package-use.html new file mode 100644 index 000000000..ef088d44d --- /dev/null +++ b/docs/master/org/apache/datasketches/partitions/package-use.html @@ -0,0 +1,203 @@ + + + + + +Uses of Package org.apache.datasketches.partitions (datasketches-java 4.3.0-SNAPSHOT API) + + + + + + + + + + + + + + +
    + +
    +
    +
    +

    Uses of Package
    org.apache.datasketches.partitions

    +
    +
    + +
    +
    + + + diff --git a/docs/master/org/apache/datasketches/quantiles/ClassicUtil.html b/docs/master/org/apache/datasketches/quantiles/ClassicUtil.html index 04de5def6..5c0366d80 100644 --- a/docs/master/org/apache/datasketches/quantiles/ClassicUtil.html +++ b/docs/master/org/apache/datasketches/quantiles/ClassicUtil.html @@ -181,7 +181,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/quantiles/CompactDoublesSketch.html b/docs/master/org/apache/datasketches/quantiles/CompactDoublesSketch.html index 772f9910c..83d3ea31e 100644 --- a/docs/master/org/apache/datasketches/quantiles/CompactDoublesSketch.html +++ b/docs/master/org/apache/datasketches/quantiles/CompactDoublesSketch.html @@ -234,21 +234,21 @@

    Method Summary

    Methods inherited from class org.apache.datasketches.quantiles.DoublesSketch

    -builder, downSample, getCDF, getCompactSerialiedSizeBytes, getCurrentCompactSerializedSizeBytes, getCurrentUpdatableSerializedSizeBytes, getK, getKFromEpsilon, getMaxItem, getMinItem, getN, getNormalizedRankError, getNormalizedRankError, getNumRetained, getPartitionBoundaries, getPMF, getQuantile, getQuantileLowerBound, getQuantiles, getQuantileUpperBound, getRank, getRankLowerBound, getRanks, getRankUpperBound, getSerializedSizeBytes, getSortedView, getUpdatableStorageBytes, hasMemory, isDirect, isEmpty, isEstimationMode, isSameResource, iterator, putMemory, putMemory, toByteArray, toByteArray, toString, toString, toString, toString, wrap +builder, downSample, getCDF, getCompactSerialiedSizeBytes, getCurrentCompactSerializedSizeBytes, getCurrentUpdatableSerializedSizeBytes, getK, getKFromEpsilon, getMaxItem, getMinItem, getN, getNormalizedRankError, getNormalizedRankError, getNumRetained, getPMF, getQuantile, getQuantileLowerBound, getQuantiles, getQuantileUpperBound, getRank, getRankLowerBound, getRanks, getRankUpperBound, getSerializedSizeBytes, getSortedView, getUpdatableStorageBytes, hasMemory, isDirect, isEmpty, isEstimationMode, isSameResource, iterator, putMemory, putMemory, toByteArray, toByteArray, toString, toString, toString, toString, wrap diff --git a/docs/master/org/apache/datasketches/quantiles/DoublesSketch.html b/docs/master/org/apache/datasketches/quantiles/DoublesSketch.html index 49f98e1d6..f8c30f066 100644 --- a/docs/master/org/apache/datasketches/quantiles/DoublesSketch.html +++ b/docs/master/org/apache/datasketches/quantiles/DoublesSketch.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":9,"i1":10,"i2":10,"i3":9,"i4":10,"i5":10,"i6":10,"i7":9,"i8":6,"i9":6,"i10":6,"i11":10,"i12":9,"i13":10,"i14":10,"i15":10,"i16":10,"i17":10,"i18":10,"i19":10,"i20":10,"i21":10,"i22":10,"i23":10,"i24":10,"i25":10,"i26":9,"i27":6,"i28":9,"i29":6,"i30":10,"i31":10,"i32":6,"i33":10,"i34":10,"i35":10,"i36":10,"i37":6,"i38":10,"i39":10,"i40":10,"i41":10,"i42":9,"i43":9,"i44":9}; +var data = {"i0":9,"i1":10,"i2":10,"i3":9,"i4":10,"i5":10,"i6":10,"i7":9,"i8":6,"i9":6,"i10":6,"i11":10,"i12":9,"i13":10,"i14":10,"i15":10,"i16":10,"i17":10,"i18":10,"i19":10,"i20":10,"i21":10,"i22":10,"i23":10,"i24":10,"i25":9,"i26":6,"i27":9,"i28":6,"i29":10,"i30":10,"i31":6,"i32":10,"i33":10,"i34":10,"i35":10,"i36":6,"i37":10,"i38":10,"i39":10,"i40":10,"i41":9,"i42":9,"i43":9}; var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -335,7 +335,7 @@

    Method Summary

    abstract long getN() -
    Gets the length of the input stream.
    +
    Gets the length of the input stream offered to the sketch..
    @@ -361,15 +361,6 @@

    Method Summary

    -QuantilesDoublesAPI.DoublesPartitionBoundaries -getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) - -
    This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    - - - double[] getPMF​(double[] splitPoints, QuantileSearchCriteria searchCrit) @@ -379,7 +370,7 @@

    Method Summary

    given a set of splitPoints.

    - + double getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -387,7 +378,7 @@

    Method Summary

    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + double getQuantileLowerBound​(double rank) @@ -395,7 +386,7 @@

    Method Summary

    given rank exists. - + double[] getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -403,7 +394,7 @@

    Method Summary

    Gets an array of quantiles from the given array of normalized ranks.
    - + double getQuantileUpperBound​(double rank) @@ -411,7 +402,7 @@

    Method Summary

    given rank exists. - + double getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -419,7 +410,7 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + double getRankLowerBound​(double rank) @@ -427,7 +418,7 @@

    Method Summary

    given rank exists. - + double[] getRanks​(double[] quantiles, QuantileSearchCriteria searchCrit) @@ -436,7 +427,7 @@

    Method Summary

    search criterion. - + double getRankUpperBound​(double rank) @@ -444,21 +435,21 @@

    Method Summary

    given rank exists. - + int getSerializedSizeBytes()
    Returns the current number of bytes this Sketch would require if serialized.
    - + DoublesSortedView getSortedView()
    Gets the sorted view of this sketch
    - + static int getUpdatableStorageBytes​(int k, long n) @@ -466,49 +457,49 @@

    Method Summary

    Returns the number of bytes a sketch would require to store in updatable form.
    - + abstract boolean hasMemory()
    Returns true if this sketch's data structure is backed by Memory or WritableMemory.
    - + static DoublesSketch heapify​(org.apache.datasketches.memory.Memory srcMem)
    Heapify takes the sketch image in Memory and instantiates an on-heap Sketch.
    - + abstract boolean isDirect()
    Returns true if this sketch's data structure is off-heap (a.k.a., Direct or Native memory).
    - + boolean isEmpty()
    Returns true if this sketch is empty.
    - + boolean isEstimationMode()
    Returns true if this sketch is in estimation mode.
    - + abstract boolean isReadOnly()
    Returns true if this sketch is read only.
    - + boolean isSameResource​(org.apache.datasketches.memory.Memory that) @@ -516,14 +507,14 @@

    Method Summary

    of that. - + QuantilesDoublesSketchIterator iterator()
    Gets the iterator for this sketch, which is not sorted.
    - + void putMemory​(org.apache.datasketches.memory.WritableMemory dstMem) @@ -531,7 +522,7 @@

    Method Summary

    otherwise, it throws an error. - + void putMemory​(org.apache.datasketches.memory.WritableMemory dstMem, boolean compact) @@ -540,35 +531,35 @@

    Method Summary

    throws an error. - + abstract void reset()
    Resets this sketch to the empty state.
    - + byte[] toByteArray()
    Returns a byte array representation of this sketch.
    - + byte[] toByteArray​(boolean compact)
    Serialize this sketch in a byte array form.
    - + String toString()
    Returns a summary of the key parameters of the sketch.
    - + String toString​(boolean sketchSummary, boolean dataDetail) @@ -576,21 +567,21 @@

    Method Summary

    Returns summary information about this sketch.
    - + static String toString​(byte[] byteArr)
    Returns a human readable string of the preamble of a byte array image of a DoublesSketch.
    - + static String toString​(org.apache.datasketches.memory.Memory mem)
    Returns a human readable string of the preamble of a Memory image of a DoublesSketch.
    - + static DoublesSketch wrap​(org.apache.datasketches.memory.Memory srcMem) @@ -603,14 +594,14 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -759,38 +750,6 @@

    getMinItem

    - - - -
      -
    • -

      getPartitionBoundaries

      -
      public QuantilesDoublesAPI.DoublesPartitionBoundaries getPartitionBoundaries​(int numEquallyWeighted,
-                                                                             QuantileSearchCriteria searchCrit)
      -
      Description copied from interface: QuantilesDoublesAPI
      -
      This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      -
      -
      Specified by:
      -
      getPartitionBoundaries in interface QuantilesDoublesAPI
      -
      Parameters:
      -
      numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). - This must be a positive integer greater than zero. -
        -
      • A 1 will return: minItem, maxItem.
        • -
      • A 2 will return: minItem, median quantile, maxItem.
        • -
      • Etc.
        • -
      -
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions - with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions - with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      -
      Returns:
      -
      an instance of DoublesPartitionBoundaries.
      -
      -
      • -
    @@ -1066,12 +1025,12 @@

    getK

    getN

    public abstract long getN()
    Description copied from interface: QuantilesAPI
    -
    Gets the length of the input stream.
    +
    Gets the length of the input stream offered to the sketch..
    Specified by:
    getN in interface QuantilesAPI
    Returns:
    -
    the length of the input stream.
    +
    the length of the input stream offered to the sketch.
    @@ -1291,7 +1250,7 @@

    toString

    Specified by:
    toString in interface QuantilesAPI
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    Returns:
    a summary of the key parameters of the sketch.
    diff --git a/docs/master/org/apache/datasketches/quantiles/DoublesSketchBuilder.html b/docs/master/org/apache/datasketches/quantiles/DoublesSketchBuilder.html index 8d8563c93..a42938ecb 100644 --- a/docs/master/org/apache/datasketches/quantiles/DoublesSketchBuilder.html +++ b/docs/master/org/apache/datasketches/quantiles/DoublesSketchBuilder.html @@ -224,7 +224,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait @@ -340,7 +340,7 @@

    toString

    Creates a human readable string that describes the current configuration of this builder.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    diff --git a/docs/master/org/apache/datasketches/quantiles/DoublesSketchIterator.html b/docs/master/org/apache/datasketches/quantiles/DoublesSketchIterator.html index 30711ebe3..cc949001e 100644 --- a/docs/master/org/apache/datasketches/quantiles/DoublesSketchIterator.html +++ b/docs/master/org/apache/datasketches/quantiles/DoublesSketchIterator.html @@ -187,7 +187,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedView.html b/docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedView.html index e1ef5e0fe..1ba23a22a 100644 --- a/docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedView.html +++ b/docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedView.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10}; +var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -191,25 +191,46 @@

    Method Summary

    long[] getCumulativeWeights() -
    Returns the array of cumulative weights
    +
    Returns the array of cumulative weights from the sketch.
    double +getMaxItem() + +
    Returns the maximum item of the stream.
    + + + +double +getMinItem() + +
    Returns the minimum item of the stream.
    + + + +long +getN() + +
    Returns the total number of items presented to the sourcing sketch.
    + + + +double getQuantile​(double rank, QuantileSearchCriteria searchCrit)
    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + double[] getQuantiles() -
    Returns the array of quantiles.
    +
    Returns an array of all retained quantiles by the sketch.
    - + double getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -217,15 +238,15 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + boolean isEmpty()
    Returns true if this sorted view is empty.
    - -DoublesSketchSortedViewIterator + +DoublesSortedViewIterator iterator()
    Returns an iterator for this Sorted View.
    @@ -237,7 +258,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    • @@ -286,6 +307,77 @@

      DoublesSketchSortedView

      Method Detail

      + + + +
        +
      • +

        getCumulativeWeights

        +
        public long[] getCumulativeWeights()
        +
        Description copied from interface: SortedView
        +
        Returns the array of cumulative weights from the sketch. + Also known as the natural ranks, which are the Natural Numbers on the interval [1, N].
        +
        +
        Specified by:
        +
        getCumulativeWeights in interface SortedView
        +
        Returns:
        +
        the array of cumulative weights (or natural ranks).
        +
        +
        • +
      + + + +
        +
      • +

        getMaxItem

        +
        public double getMaxItem()
        +
        Description copied from interface: DoublesSortedView
        +
        Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
        +
        +
        Specified by:
        +
        getMaxItem in interface DoublesSortedView
        +
        Returns:
        +
        the maximum item of the stream
        +
        +
        • +
      + + + +
        +
      • +

        getMinItem

        +
        public double getMinItem()
        +
        Description copied from interface: DoublesSortedView
        +
        Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
        +
        +
        Specified by:
        +
        getMinItem in interface DoublesSortedView
        +
        Returns:
        +
        the minimum item of the stream
        +
        +
        • +
      + + + +
        +
      • +

        getN

        +
        public long getN()
        +
        Description copied from interface: SortedView
        +
        Returns the total number of items presented to the sourcing sketch.
        +
        +
        Specified by:
        +
        getN in interface SortedView
        +
        Returns:
        +
        the total number of items presented to the sourcing sketch.
        +
        +
        • +
      @@ -335,23 +427,6 @@

      getRank

    - - - -
      -
    • -

      getCumulativeWeights

      -
      public long[] getCumulativeWeights()
      -
      Description copied from interface: SortedView
      -
      Returns the array of cumulative weights
      -
      -
      Specified by:
      -
      getCumulativeWeights in interface SortedView
      -
      Returns:
      -
      the array of cumulative weights
      -
      -
      • -
    @@ -360,12 +435,12 @@

    getCumulativeWeights

    getQuantiles

    public double[] getQuantiles()
    Description copied from interface: DoublesSortedView
    -
    Returns the array of quantiles.
    +
    Returns an array of all retained quantiles by the sketch.
    Specified by:
    getQuantiles in interface DoublesSortedView
    Returns:
    -
    the array of quantiles.
    +
    an array of all retained quantiles by the sketch.
    @@ -392,7 +467,7 @@

    isEmpty

    • iterator

      -
      public DoublesSketchSortedViewIterator iterator()
      +
      public DoublesSortedViewIterator iterator()
      Description copied from interface: SortedView
      Returns an iterator for this Sorted View.
      diff --git a/docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedViewIterator.html deleted file mode 100644 index e2659cebd..000000000 --- a/docs/master/org/apache/datasketches/quantiles/DoublesSketchSortedViewIterator.html +++ /dev/null @@ -1,426 +0,0 @@ - - - - - -DoublesSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) - - - - - - - - - - - - - - -
      - -
      - -
      -
      -
      Package org.apache.datasketches.quantiles
      -

      Class DoublesSketchSortedViewIterator

      -
      -
      -
        -
      • java.lang.Object
        • -
      • -
          -
        • org.apache.datasketches.quantiles.DoublesSketchSortedViewIterator
          • -
        -
        • -
      -
      - -
      -
      - -
      -
      -
        -
      • - -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            getCumulativeWeight

            -
            public long getCumulativeWeight​(QuantileSearchCriteria searchCrit)
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion. - This is also referred to as the "Natural Rank". - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getCumulativeWeight in interface SortedViewIterator
            -
            Parameters:
            -
            searchCrit - if INCLUSIVE, includes the weight at the current index in the cumulative sum. - Otherwise, it will return the cumulative weight of the previous index.
            -
            Returns:
            -
            cumulative weight at the current index on the chosen search criterion.
            -
            -
            • -
          - - - -
            -
          • -

            getN

            -
            public long getN()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the total count of all items presented to the sketch.
            -
            -
            Specified by:
            -
            getN in interface SortedViewIterator
            -
            Returns:
            -
            the total count of all items presented to the sketch.
            -
            -
            • -
          - - - -
            -
          • -

            getNormalizedRank

            -
            public double getNormalizedRank​(QuantileSearchCriteria searchCrit)
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the normalized rank at the current index (or previous index) - based on the chosen search criterion. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getNormalizedRank in interface SortedViewIterator
            -
            Parameters:
            -
            searchCrit - if INCLUSIVE, includes the normalized rank at the current index. - Otherwise, returns the normalized rank of the previous index.
            -
            Returns:
            -
            the normalized rank at the current index (or previous index) - based on the chosen search criterion.
            -
            -
            • -
          - - - -
            -
          • -

            getQuantile

            -
            public double getQuantile()
            -
            Description copied from interface: DoublesSortedViewIterator
            -
            Gets the quantile at the current index. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getQuantile in interface DoublesSortedViewIterator
            -
            Returns:
            -
            the quantile at the current index.
            -
            -
            • -
          - - - -
            -
          • -

            getWeight

            -
            public long getWeight()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the natural weight at the current index. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getWeight in interface SortedViewIterator
            -
            Returns:
            -
            the natural weight at the current index.
            -
            -
            • -
          - - - -
            -
          • -

            next

            -
            public boolean next()
            -
            Description copied from interface: SortedViewIterator
            -
            Advances the index and checks if it is valid. - The state of this iterator is undefined before the first call of this method.
            -
            -
            Specified by:
            -
            next in interface SortedViewIterator
            -
            Returns:
            -
            true if the next index is valid.
            -
            -
            • -
          -
          • -
        -
        -
        • -
      -
      -
      -
      - - - - diff --git a/docs/master/org/apache/datasketches/quantiles/DoublesUnion.html b/docs/master/org/apache/datasketches/quantiles/DoublesUnion.html index ff2bb8c4b..a3395bb73 100644 --- a/docs/master/org/apache/datasketches/quantiles/DoublesUnion.html +++ b/docs/master/org/apache/datasketches/quantiles/DoublesUnion.html @@ -341,7 +341,7 @@

      Method Summary

      Methods inherited from class java.lang.Object

      -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
      • +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    @@ -675,7 +675,7 @@

    toString

    Returns summary information about the backing sketch.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    diff --git a/docs/master/org/apache/datasketches/quantiles/DoublesUnionBuilder.html b/docs/master/org/apache/datasketches/quantiles/DoublesUnionBuilder.html index ef03a6bf4..1cdf55263 100644 --- a/docs/master/org/apache/datasketches/quantiles/DoublesUnionBuilder.html +++ b/docs/master/org/apache/datasketches/quantiles/DoublesUnionBuilder.html @@ -218,7 +218,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/quantiles/ItemsSketch.html b/docs/master/org/apache/datasketches/quantiles/ItemsSketch.html index cb9586bc2..09fa2b017 100644 --- a/docs/master/org/apache/datasketches/quantiles/ItemsSketch.html +++ b/docs/master/org/apache/datasketches/quantiles/ItemsSketch.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10,"i3":9,"i4":9,"i5":9,"i6":10,"i7":9,"i8":10,"i9":10,"i10":10,"i11":10,"i12":9,"i13":10,"i14":10,"i15":10,"i16":10,"i17":10,"i18":10,"i19":10,"i20":10,"i21":10,"i22":10,"i23":10,"i24":10,"i25":10,"i26":10,"i27":10,"i28":10,"i29":10,"i30":10,"i31":10,"i32":10,"i33":10,"i34":10,"i35":10,"i36":10,"i37":10,"i38":10,"i39":10,"i40":10,"i41":10,"i42":10,"i43":9,"i44":9,"i45":10}; +var data = {"i0":10,"i1":10,"i2":9,"i3":9,"i4":9,"i5":10,"i6":9,"i7":10,"i8":10,"i9":10,"i10":10,"i11":9,"i12":10,"i13":10,"i14":10,"i15":10,"i16":10,"i17":10,"i18":10,"i19":10,"i20":10,"i21":10,"i22":10,"i23":10,"i24":10,"i25":10,"i26":10,"i27":10,"i28":10,"i29":10,"i30":10,"i31":10,"i32":10,"i33":10,"i34":10,"i35":10,"i36":9,"i37":9,"i38":10}; var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -89,7 +89,7 @@
    - -double[] -getPMF​(T[] splitPoints) - -
    This is equivalent to getPMF(splitPoints, INCLUSIVE)
    - - - + double[] getPMF​(T[] splitPoints, QuantileSearchCriteria searchCrit) @@ -367,14 +337,7 @@

    Method Summary

    given a set of splitPoints. - -T -getQuantile​(double rank) - -
    This is equivalent to getQuantile(rank, INCLUSIVE)
    - - - + T getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -382,7 +345,7 @@

    Method Summary

    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + T getQuantileLowerBound​(double rank) @@ -390,14 +353,7 @@

    Method Summary

    given rank exists. - -T[] -getQuantiles​(double[] ranks) - -
    This is equivalent to getQuantiles(ranks, INCLUSIVE)
    - - - + T[] getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -405,7 +361,7 @@

    Method Summary

    Gets an array of quantiles from the given array of normalized ranks.
    - + T getQuantileUpperBound​(double rank) @@ -413,14 +369,7 @@

    Method Summary

    given rank exists. - -double -getRank​(T quantile) - -
    This is equivalent to getRank(T quantile, INCLUSIVE)
    - - - + double getRank​(T quantile, QuantileSearchCriteria searchCrit) @@ -428,7 +377,7 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + double getRankLowerBound​(double rank) @@ -436,14 +385,7 @@

    Method Summary

    given rank exists. - -double[] -getRanks​(T[] quantiles) - -
    This is equivalent to getRanks(quantiles, INCLUSIVE)
    - - - + double[] getRanks​(T[] quantiles, QuantileSearchCriteria searchCrit) @@ -452,7 +394,7 @@

    Method Summary

    search criterion. - + double getRankUpperBound​(double rank) @@ -460,61 +402,61 @@

    Method Summary

    given rank exists. - + Class<T> getSketchType()   - -GenericSortedView<T> + +ItemsSketchSortedView<T> getSortedView()
    Gets the sorted view of this sketch
    - + boolean hasMemory()
    Returns true if this sketch's data structure is backed by Memory or WritableMemory.
    - + boolean isDirect()
    Returns true if this sketch's data structure is off-heap (a.k.a., Direct or Native memory).
    - + boolean isEmpty()
    Returns true if this sketch is empty.
    - + boolean isEstimationMode()
    Returns true if this sketch is in estimation mode.
    - + boolean isReadOnly()
    Returns true if this sketch is read only.
    - + QuantilesGenericSketchIterator<T> iterator()
    Gets the iterator for this sketch, which is not sorted.
    - + void putMemory​(org.apache.datasketches.memory.WritableMemory dstMem, ArrayOfItemsSerDe<T> serDe) @@ -522,14 +464,14 @@

    Method Summary

    Puts the current sketch into the given Memory if there is sufficient space.
    - + void reset()
    Resets this sketch to the empty state.
    - + byte[] toByteArray​(boolean ordered, ArrayOfItemsSerDe<T> serDe) @@ -537,21 +479,14 @@

    Method Summary

    Serialize this sketch to a byte array form.
    - + byte[] toByteArray​(ArrayOfItemsSerDe<T> serDe)
    Serialize this sketch to a byte array form.
    - -String -toString() - -
    Returns a summary of the key parameters of the sketch.
    - - - + String toString​(boolean sketchSummary, boolean dataDetail) @@ -559,21 +494,21 @@

    Method Summary

    Returns summary information about this sketch.
    - + static String toString​(byte[] byteArr)
    Returns a human readable string of the preamble of a byte array image of an ItemsSketch.
    - + static String toString​(org.apache.datasketches.memory.Memory mem)
    Returns a human readable string of the preamble of a Memory image of an ItemsSketch.
    - + void update​(T item) @@ -586,14 +521,28 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait + + + @@ -620,7 +569,7 @@

    rand

    public static final Random rand
    Setting the seed makes the results of the sketch deterministic if the input items are received in exactly the same order. This is only useful when performing test comparisons, - otherwise is not recommended.
    + otherwise, it is not recommended. @@ -701,27 +650,6 @@

    getInstance

    - - - - - -
      -
    • -

      getCDF

      -
      public double[] getCDF​(T[] splitPoints)
      -
      Description copied from interface: QuantilesGenericAPI
      -
      This is equivalent to getCDF(splitPoints, INCLUSIVE)
      -
      -
      Specified by:
      -
      getCDF in interface QuantilesGenericAPI<T>
      -
      Parameters:
      -
      splitPoints - an array of m unique, monotonically increasing items.
      -
      Returns:
      -
      a discrete CDF array of m+1 double ranks (or cumulative probabilities) on the interval [0.0, 1.0].
      -
      -
      • -
    @@ -824,51 +752,32 @@

    getMinItem

    • getPartitionBoundaries

      -
      public QuantilesGenericAPI.GenericPartitionBoundaries<T> getPartitionBoundaries​(int numEquallyWeighted,
-                                                                                QuantileSearchCriteria searchCrit)
      -
      Description copied from interface: QuantilesGenericAPI
      +
      public GenericPartitionBoundaries<T> getPartitionBoundaries​(int numEquallySized,
+                                                            QuantileSearchCriteria searchCrit)
      +
      Description copied from interface: PartitioningFeature
      This method returns an instance of - GenericPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.
      Specified by:
      -
      getPartitionBoundaries in interface QuantilesGenericAPI<T>
      +
      getPartitionBoundaries in interface PartitioningFeature<T>
      Parameters:
      -
      numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). +
      numEquallySized - an integer that specifies the number of equally sized partitions between + getMinItem() and + getMaxItem(). This must be a positive integer greater than zero.
      • A 1 will return: minItem, maxItem.
      • A 2 will return: minItem, median quantile, maxItem.
      • Etc.
      -
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions +
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally sized partitions with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions + If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally sized partitions with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      Returns:
      -
      an instance of GenericPartitionBoundaries.
      -
      -
      • -
    - - - - - - @@ -926,25 +835,6 @@

    getPMF

    - - - - @@ -1023,26 +913,6 @@

    getQuantileUpperBound

    - - - -
      -
    • -

      getQuantiles

      -
      public T[] getQuantiles​(double[] ranks)
      -
      Description copied from interface: QuantilesGenericAPI
      -
      This is equivalent to getQuantiles(ranks, INCLUSIVE)
      -
      -
      Specified by:
      -
      getQuantiles in interface QuantilesGenericAPI<T>
      -
      Parameters:
      -
      ranks - the given array of normalized ranks, each of which must be - in the interval [0.0,1.0].
      -
      Returns:
      -
      an array of quantiles corresponding to the given array of normalized ranks.
      -
      -
      • -
    @@ -1068,27 +938,6 @@

    getQuantiles

    - - - - - - @@ -1156,27 +1005,6 @@

    getRankUpperBound

    -     - - - - - @@ -1247,12 +1075,12 @@

    getK

    getN

    public long getN()
    Description copied from interface: QuantilesAPI
    -
    Gets the length of the input stream.
    +
    Gets the length of the input stream offered to the sketch..
    Specified by:
    getN in interface QuantilesAPI
    Returns:
    -
    the length of the input stream.
    +
    the length of the input stream offered to the sketch.
    @@ -1453,25 +1281,6 @@

    toByteArray

    - - - -
      -
    • -

      toString

      -
      public String toString()
      -
      Description copied from interface: QuantilesAPI
      -
      Returns a summary of the key parameters of the sketch.
      -
      -
      Specified by:
      -
      toString in interface QuantilesAPI
      -
      Overrides:
      -
      toString in class Object
      -
      Returns:
      -
      a summary of the key parameters of the sketch.
      -
      -
      • -
    @@ -1580,7 +1389,7 @@

    putMemory

    diff --git a/docs/master/org/apache/datasketches/quantiles/ItemsSketchSortedView.html b/docs/master/org/apache/datasketches/quantiles/ItemsSketchSortedView.html index ed154d988..ecbb79b59 100644 --- a/docs/master/org/apache/datasketches/quantiles/ItemsSketchSortedView.html +++ b/docs/master/org/apache/datasketches/quantiles/ItemsSketchSortedView.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10}; +var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10,"i9":10,"i10":10,"i11":10,"i12":10}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -89,7 +89,7 @@
    + @@ -338,12 +358,101 @@

    getCDF

    getCumulativeWeights

    public long[] getCumulativeWeights()
    Description copied from interface: SortedView
    -
    Returns the array of cumulative weights
    +
    Returns the array of cumulative weights from the sketch. + Also known as the natural ranks, which are the Natural Numbers on the interval [1, N].
    Specified by:
    getCumulativeWeights in interface SortedView
    Returns:
    -
    the array of cumulative weights
    +
    the array of cumulative weights (or natural ranks).
    +
    + + + + + +
      +
    • +

      getMaxItem

      +
      public T getMaxItem()
      +
      Description copied from interface: GenericSortedView
      +
      Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
      +
      +
      Specified by:
      +
      getMaxItem in interface GenericSortedView<T>
      +
      Returns:
      +
      the maximum item of the stream
      +
      +
      • +
    + + + +
      +
    • +

      getMinItem

      +
      public T getMinItem()
      +
      Description copied from interface: GenericSortedView
      +
      Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
      +
      +
      Specified by:
      +
      getMinItem in interface GenericSortedView<T>
      +
      Returns:
      +
      the minimum item of the stream
      +
      +
      • +
    + + + +
      +
    • +

      getN

      +
      public long getN()
      +
      Description copied from interface: SortedView
      +
      Returns the total number of items presented to the sourcing sketch.
      +
      +
      Specified by:
      +
      getN in interface SortedView
      +
      Returns:
      +
      the total number of items presented to the sourcing sketch.
      +
      +
      • +
    + + + +
      +
    • +

      getPartitionBoundaries

      +
      public GenericPartitionBoundaries<T> getPartitionBoundaries​(int numEquallySized,
+                                                            QuantileSearchCriteria searchCrit)
      +
      Description copied from interface: PartitioningFeature
      +
      This method returns an instance of + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.
      +
      +
      Specified by:
      +
      getPartitionBoundaries in interface PartitioningFeature<T>
      +
      Parameters:
      +
      numEquallySized - an integer that specifies the number of equally sized partitions between + getMinItem() and + getMaxItem(). + This must be a positive integer greater than zero. +
        +
      • A 1 will return: minItem, maxItem.
        • +
      • A 2 will return: minItem, median quantile, maxItem.
        • +
      • Etc.
        • +
      +
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally sized partitions + with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. + If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally sized partitions + with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      +
      Returns:
      +
      an instance of GenericPartitionBoundaries.
    @@ -427,6 +536,16 @@

    getQuantile

    + + + + @@ -435,12 +554,12 @@

    getQuantile

    getQuantiles

    public T[] getQuantiles()
    Description copied from interface: GenericSortedView
    -
    Returns the array of quantiles.
    +
    Returns the full array of quantiles.
    Specified by:
    getQuantiles in interface GenericSortedView<T>
    Returns:
    -
    the array of quantiles.
    +
    the full array of quantiles.
    @@ -492,7 +611,7 @@

    isEmpty

    @@ -572,7 +572,7 @@

    toString

    Returns summary information about the backing sketch.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    diff --git a/docs/master/org/apache/datasketches/quantiles/UpdateDoublesSketch.html b/docs/master/org/apache/datasketches/quantiles/UpdateDoublesSketch.html index 5e12c786c..798c216b3 100644 --- a/docs/master/org/apache/datasketches/quantiles/UpdateDoublesSketch.html +++ b/docs/master/org/apache/datasketches/quantiles/UpdateDoublesSketch.html @@ -238,21 +238,21 @@

    Method Summary

    Methods inherited from class org.apache.datasketches.quantiles.DoublesSketch

    -builder, downSample, getCDF, getCompactSerialiedSizeBytes, getCurrentCompactSerializedSizeBytes, getCurrentUpdatableSerializedSizeBytes, getK, getKFromEpsilon, getMaxItem, getMinItem, getN, getNormalizedRankError, getNormalizedRankError, getNumRetained, getPartitionBoundaries, getPMF, getQuantile, getQuantileLowerBound, getQuantiles, getQuantileUpperBound, getRank, getRankLowerBound, getRanks, getRankUpperBound, getSerializedSizeBytes, getSortedView, getUpdatableStorageBytes, hasMemory, isDirect, isEmpty, isEstimationMode, isReadOnly, isSameResource, iterator, putMemory, putMemory, reset, toByteArray, toByteArray, toString, toString, toString, toString, wrap +builder, downSample, getCDF, getCompactSerialiedSizeBytes, getCurrentCompactSerializedSizeBytes, getCurrentUpdatableSerializedSizeBytes, getK, getKFromEpsilon, getMaxItem, getMinItem, getN, getNormalizedRankError, getNormalizedRankError, getNumRetained, getPMF, getQuantile, getQuantileLowerBound, getQuantiles, getQuantileUpperBound, getRank, getRankLowerBound, getRanks, getRankUpperBound, getSerializedSizeBytes, getSortedView, getUpdatableStorageBytes, hasMemory, isDirect, isEmpty, isEstimationMode, isReadOnly, isSameResource, iterator, putMemory, putMemory, reset, toByteArray, toByteArray, toString, toString, toString, toString, wrap diff --git a/docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html b/docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html deleted file mode 100644 index 15486cdf8..000000000 --- a/docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.ItemsSketchSortedViewIterator.html +++ /dev/null @@ -1,196 +0,0 @@ - - - - - -Uses of Class org.apache.datasketches.quantiles.ItemsSketchSortedView.ItemsSketchSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) - - - - - - - - - - - - - - -
    - -
    -
    -
    -

    Uses of Class
    org.apache.datasketches.quantiles.ItemsSketchSortedView.ItemsSketchSortedViewIterator

    -
    -
    - -
    -
    - - - diff --git a/docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.html b/docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.html index 93949fb3e..3f20ff429 100644 --- a/docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.html +++ b/docs/master/org/apache/datasketches/quantiles/class-use/ItemsSketchSortedView.html @@ -96,7 +96,54 @@

    Uses of Class
    org.apache.datasketches.quantiles.ItemsSketchSortedView

    -
    No usage of org.apache.datasketches.quantiles.ItemsSketchSortedView
    +
    + +
    - + double getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -189,14 +203,14 @@

    Method Summary

    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + double[] getQuantiles() -
    Returns the array of quantiles.
    +
    Returns an array of all retained quantiles by the sketch.
    - + double getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -204,8 +218,8 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - -DoublesSortedViewIterator + +DoublesSortedViewIterator iterator()
    Returns an iterator for this Sorted View.
    @@ -217,7 +231,7 @@

    Method Summary

    Methods inherited from interface org.apache.datasketches.quantilescommon.SortedView

    -getCumulativeWeights, isEmpty +getCumulativeWeights, getN, isEmpty @@ -279,6 +293,40 @@

    getCDF

    + + + +
      +
    • +

      getMaxItem

      +
      double getMaxItem()
      +
      Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
      +
      +
      Returns:
      +
      the maximum item of the stream
      +
      Throws:
      +
      IllegalArgumentException - if sketch is empty.
      +
      +
      • +
    + + + +
      +
    • +

      getMinItem

      +
      double getMinItem()
      +
      Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
      +
      +
      Returns:
      +
      the minimum item of the stream
      +
      Throws:
      +
      IllegalArgumentException - if sketch is empty.
      +
      +
      • +
    @@ -362,10 +410,10 @@

    getQuantile

  • getQuantiles

    double[] getQuantiles()
    -
    Returns the array of quantiles.
    +
    Returns an array of all retained quantiles by the sketch.
    Returns:
    -
    the array of quantiles.
    +
    an array of all retained quantiles by the sketch.
    • @@ -397,7 +445,7 @@

    getRank

    • iterator

      -
      DoublesSortedViewIterator iterator()
      +
      DoublesSortedViewIterator iterator()
      Description copied from interface: SortedView
      Returns an iterator for this Sorted View.
      diff --git a/docs/master/org/apache/datasketches/quantilescommon/DoublesSortedViewIterator.html b/docs/master/org/apache/datasketches/quantilescommon/DoublesSortedViewIterator.html index b4c919075..13683705a 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/DoublesSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/DoublesSortedViewIterator.html @@ -27,8 +27,8 @@ catch(err) { } //--> -var data = {"i0":6}; -var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"]}; +var data = {"i0":10}; +var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; var tableTab = "tableTab"; @@ -90,14 +90,14 @@ @@ -117,36 +117,74 @@
      Package org.apache.datasketches.quantilescommon
      -

      Interface DoublesSortedViewIterator

      +

      Class DoublesSortedViewIterator

      +
      • + +
        + +
        + +
        +
          +
        • + + +

          Constructor Summary

          + + + + + + + + + + +
          Constructors 
          ConstructorDescription
          DoublesSortedViewIterator​(double[] quantiles, + long[] cumWeights) 
          +
          • +
        +
          @@ -155,7 +193,7 @@

          Interface DoublesS

          Method Summary

          - + @@ -173,8 +211,15 @@

          Method Summary

        • -

          Methods inherited from interface org.apache.datasketches.quantilescommon.SortedViewIterator

          -getCumulativeWeight, getN, getNormalizedRank, getWeight, next
          • +

          Methods inherited from class org.apache.datasketches.quantilescommon.SortedViewIterator

          +getN, getNaturalRank, getNormalizedRank, getWeight, next + + @@ -185,6 +230,26 @@

          Methods inherited from interface org.apache.datasketches.quantilescommo
          • + +
            +
              +
            • + + +

              Constructor Detail

              + + + +
                +
              • +

                DoublesSortedViewIterator

                +
                public DoublesSortedViewIterator​(double[] quantiles,
+                                 long[] cumWeights)
                +
                • +
              +
              • +
            +
              @@ -198,7 +263,7 @@

              Method Detail

              • getQuantile

                -
                double getQuantile()
                +
                public double getQuantile()
                Gets the quantile at the current index.

                Don't call this before calling next() for the first time @@ -262,14 +327,14 @@

                getQuantile

                diff --git a/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedView.html b/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedView.html index a1dbc0fbf..826403ae4 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedView.html +++ b/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedView.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":18,"i1":18,"i2":6,"i3":6,"i4":6,"i5":6}; +var data = {"i0":18,"i1":6,"i2":6,"i3":18,"i4":6,"i5":6,"i6":6,"i7":6}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],16:["t5","Default Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -172,6 +172,20 @@

                Method Summary

          + + + + + + + + + + @@ -181,7 +195,7 @@

          Method Summary

          given a set of splitPoints. - + @@ -189,14 +203,14 @@

          Method Summary

          Gets the approximate quantile of the given normalized rank and the given search criterion.
          - + - + @@ -204,8 +218,8 @@

          Method Summary

          Gets the normalized rank corresponding to the given a quantile.
          - - + + + + + + + + + + + + @@ -185,7 +199,7 @@

          Method Summary

          given a set of splitPoints. - + @@ -193,14 +207,14 @@

          Method Summary

          Gets the approximate quantile of the given normalized rank and the given search criterion.
          - + - + @@ -208,14 +222,14 @@

          Method Summary

          Gets the normalized rank corresponding to the given a quantile.
          - + - + @@ -229,7 +243,7 @@

          Method Summary

          Methods inherited from interface org.apache.datasketches.quantilescommon.SortedView

          -getCumulativeWeights, isEmpty +getCumulativeWeights, getN, isEmpty @@ -295,6 +309,40 @@

          getCDF

          + + + +
            +
          • +

            getMaxItem

            +
            T getMaxItem()
            +
            Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
            +
            +
            Returns:
            +
            the maximum item of the stream
            +
            Throws:
            +
            IllegalArgumentException - if sketch is empty.
            +
            +
            • +
          + + + +
            +
          • +

            getMinItem

            +
            T getMinItem()
            +
            Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
            +
            +
            Returns:
            +
            the minimum item of the stream
            +
            Throws:
            +
            IllegalArgumentException - if sketch is empty.
            +
            +
            • +
          @@ -380,10 +428,10 @@

          getQuantile

        • getQuantiles

          T[] getQuantiles()
          -
          Returns the array of quantiles.
          +
          Returns the full array of quantiles.
          Returns:
          -
          the array of quantiles.
          +
          the full array of quantiles.
          • diff --git a/docs/master/org/apache/datasketches/quantilescommon/GenericSortedViewIterator.html b/docs/master/org/apache/datasketches/quantilescommon/GenericSortedViewIterator.html index b743502ca..7dc42e47d 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/GenericSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/GenericSortedViewIterator.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10}; +var data = {"i0":10}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -90,7 +90,7 @@ @@ -124,10 +124,15 @@

          Class GenericSortedVie
        • java.lang.Object
        • +
          • +

          - - - - - - - - - - - - - - - - - - - - - - - - -
          All Methods Instance Methods Abstract Methods All Methods Instance Methods Concrete Methods 
          Modifier and Type Method
          floatgetMaxItem() +
          Returns the maximum item of the stream.
          +
          floatgetMinItem() +
          Returns the minimum item of the stream.
          +
          default double[] getPMF​(float[] splitPoints, QuantileSearchCriteria searchCrit)
          float getQuantile​(double rank, QuantileSearchCriteria searchCrit)
          float[] getQuantiles() -
          Returns the array of quantiles
          +
          Returns an array of all retained quantiles by the sketch.
          double getRank​(float quantile, QuantileSearchCriteria searchCrit)
          FloatsSortedViewIterator
          FloatsSortedViewIterator iterator()
          Returns an iterator for this Sorted View.
          @@ -217,7 +231,7 @@

          Method Summary

          Methods inherited from interface org.apache.datasketches.quantilescommon.SortedView

          -getCumulativeWeights, isEmpty +getCumulativeWeights, getN, isEmpty @@ -279,6 +293,40 @@

          getCDF

          + + + +
            +
          • +

            getMaxItem

            +
            float getMaxItem()
            +
            Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
            +
            +
            Returns:
            +
            the maximum item of the stream
            +
            Throws:
            +
            IllegalArgumentException - if sketch is empty.
            +
            +
            • +
          + + + +
            +
          • +

            getMinItem

            +
            float getMinItem()
            +
            Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
            +
            +
            Returns:
            +
            the minimum item of the stream
            +
            Throws:
            +
            IllegalArgumentException - if sketch is empty.
            +
            +
            • +
          @@ -362,10 +410,10 @@

          getQuantile

        • getQuantiles

          float[] getQuantiles()
          -
          Returns the array of quantiles
          +
          Returns an array of all retained quantiles by the sketch.
          Returns:
          -
          the array of quantiles
          +
          an array of all retained quantiles by the sketch.
          • @@ -397,7 +445,7 @@

          getRank

          • iterator

            -
            FloatsSortedViewIterator iterator()
            +
            FloatsSortedViewIterator iterator()
            Description copied from interface: SortedView
            Returns an iterator for this Sorted View.
            diff --git a/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedViewIterator.html b/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedViewIterator.html index 440bceb55..a1fce559e 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/FloatsSortedViewIterator.html @@ -27,8 +27,8 @@ catch(err) { } //--> -var data = {"i0":6}; -var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"]}; +var data = {"i0":10}; +var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; var tableTab = "tableTab"; @@ -90,14 +90,14 @@ @@ -117,36 +117,74 @@
            Package org.apache.datasketches.quantilescommon
            -

            Interface FloatsSortedViewIterator

            +

            Class FloatsSortedViewIterator

            +
            • + +
              + +
              + +
              +
                +
              • + + +

                Constructor Summary

                + + + + + + + + + + +
                Constructors 
                ConstructorDescription
                FloatsSortedViewIterator​(float[] quantiles, + long[] cumWeights) 
                +
                • +
              +
                @@ -155,7 +193,7 @@

                Interface FloatsSor

                Method Summary

                - + @@ -173,8 +211,15 @@

                Method Summary

              • -

                Methods inherited from interface org.apache.datasketches.quantilescommon.SortedViewIterator

                -getCumulativeWeight, getN, getNormalizedRank, getWeight, next
                • +

                Methods inherited from class org.apache.datasketches.quantilescommon.SortedViewIterator

                +getN, getNaturalRank, getNormalizedRank, getWeight, next + + @@ -185,6 +230,26 @@

                Methods inherited from interface org.apache.datasketches.quantilescommo
                diff --git a/docs/master/org/apache/datasketches/quantilescommon/GenericPartitionBoundaries.html b/docs/master/org/apache/datasketches/quantilescommon/GenericPartitionBoundaries.html new file mode 100644 index 000000000..c553ceaf6 --- /dev/null +++ b/docs/master/org/apache/datasketches/quantilescommon/GenericPartitionBoundaries.html @@ -0,0 +1,555 @@ + + + + + +GenericPartitionBoundaries (datasketches-java 4.3.0-SNAPSHOT API) + + + + + + + + + + + + + + +
                + +
                + +
                +
                +
                Package org.apache.datasketches.quantilescommon
                +

                Class GenericPartitionBoundaries<T>

                +
                +
                +
                  +
                • java.lang.Object
                  • +
                • +
                    +
                  • org.apache.datasketches.quantilescommon.GenericPartitionBoundaries<T>
                    • +
                  +
                  • +
                +
                + +
                +
                +
                  +
                • + +
                  +
                    +
                  • + + +

                    Constructor Summary

                    +

                All Methods Instance Methods Abstract Methods All Methods Instance Methods Concrete Methods 
                Modifier and Type Method
                + + + + + + + + + +
                Constructors 
                ConstructorDescription
                GenericPartitionBoundaries​(long totalN, + T[] boundaries, + long[] natRanks, + double[] normRanks, + T maxItem, + T minItem, + QuantileSearchCriteria searchCrit) 
                + +
              +
              + +
              + +
              +
              • +
            +
            +
            +
              +
            • + +
              +
                +
              • + + +

                Constructor Detail

                + + + + + +
                  +
                • +

                  GenericPartitionBoundaries

                  +
                  public GenericPartitionBoundaries​(long totalN,
+                                  T[] boundaries,
+                                  long[] natRanks,
+                                  double[] normRanks,
+                                  T maxItem,
+                                  T minItem,
+                                  QuantileSearchCriteria searchCrit)
                  +
                  • +
                +
                • +
              +
              + +
              +
                +
              • + + +

                Method Detail

                + + + +
                  +
                • +

                  getN

                  +
                  public long getN()
                  +
                  Description copied from interface: PartitionBoundaries
                  +
                  Gets the length of the input stream offered to the underlying sketch.
                  +
                  +
                  Specified by:
                  +
                  getN in interface PartitionBoundaries
                  +
                  Returns:
                  +
                  the length of the input stream offered to the underlying sketch.
                  +
                  +
                  • +
                + + + +
                  +
                • +

                  getBoundaries

                  +
                  public T[] getBoundaries()
                  +
                  Gets an ordered array of boundaries that sequentially define the upper and lower boundaries of partitions. + These partitions are to be constructed by an external process. Each boundary is essentially a reference and + should uniquely identify an item or a set of identical items from the original stream of data fed to the + originating sketch. + +

                  Assume boundaries array has size N + 1. Let the indicies be sequentially numbered from 0 to N. + The number of partitions is always one less than the size of the boundaries array. + Let the the partitions be sequentially numbered from 1 to N. + +

                  If these results were computed using QuantileSearchCriteria.INCLUSIVE then these sequential boundaries + are to be interpreted as follows: +

                    +
                  • Partition 1: include all items ≥ index 0 and ≤ index 1.
                    • +
                  • Partition 2: include all items > index 1 and ≤ index 2.
                    • +
                  • Partition N: include all items > index N-1 and ≤ index N.
                    • +
                  + +

                  If these results were computed using QuantileSearchCriteria.EXCLUSIVE then these sequential boundaries + are to be interpreted as follows: +

                    +
                  • Partition 1: include all items ≥ index 0 and < index 1.
                    • +
                  • Partition 2: include all items ≥ index 1 and < index 2.
                    • +
                  • Partition N: include all items ≥ index N-1 and ≤ index N.
                    • +
                  +
                  +
                  Returns:
                  +
                  an array of boundaries that sequentially define the upper and lower boundaries of partitions.
                  +
                  +
                  • +
                + + + +
                  +
                • +

                  getNaturalRanks

                  +
                  public long[] getNaturalRanks()
                  +
                  Description copied from interface: PartitionBoundaries
                  +
                  Gets an ordered array of natural ranks of the associated array of partition boundaries utilizing + a specified search criterion. Natural ranks are integral values on the interval [1, N]
                  +
                  +
                  Specified by:
                  +
                  getNaturalRanks in interface PartitionBoundaries
                  +
                  Returns:
                  +
                  an array of natural ranks.
                  +
                  +
                  • +
                + + + +
                  +
                • +

                  getNormalizedRanks

                  +
                  public double[] getNormalizedRanks()
                  +
                  Description copied from interface: PartitionBoundaries
                  +
                  Gets an ordered array of normalized ranks of the associated array of partition boundaries utilizing + a specified search criterion. Normalized ranks are double values on the interval [0.0, 1.0].
                  +
                  +
                  Specified by:
                  +
                  getNormalizedRanks in interface PartitionBoundaries
                  +
                  Returns:
                  +
                  an array of normalized ranks.
                  +
                  +
                  • +
                + + + +
                  +
                • +

                  getNumDeltaItems

                  +
                  public long[] getNumDeltaItems()
                  +
                  Description copied from interface: PartitionBoundaries
                  +
                  Gets the number of items to be included for each partition as an array. + The count at index 0 is 0. The number of items included in the first partition, defined by the boundaries at + index 0 and index 1, is at index 1 in this array, etc.
                  +
                  +
                  Specified by:
                  +
                  getNumDeltaItems in interface PartitionBoundaries
                  +
                  Returns:
                  +
                  the number of items to be included for each partition as an array.
                  +
                  +
                  • +
                + + + + + + + +
                  +
                • +

                  getMaxItem

                  +
                  public T getMaxItem()
                  +
                  Returns the maximum item of the stream. This may be distinct from the largest item retained by the + sketch algorithm.
                  +
                  +
                  Returns:
                  +
                  the maximum item of the stream
                  +
                  Throws:
                  +
                  IllegalArgumentException - if sketch is empty.
                  +
                  +
                  • +
                + + + +
                  +
                • +

                  getMinItem

                  +
                  public T getMinItem()
                  +
                  Returns the minimum item of the stream. This may be distinct from the smallest item retained by the + sketch algorithm.
                  +
                  +
                  Returns:
                  +
                  the minimum item of the stream
                  +
                  Throws:
                  +
                  IllegalArgumentException - if sketch is empty.
                  +
                  +
                  • +
                + + + + +
                • +
              +
              +
              • +
            +
            +
            +
            + + + + diff --git a/docs/master/org/apache/datasketches/quantilescommon/GenericSortedView.html b/docs/master/org/apache/datasketches/quantilescommon/GenericSortedView.html index d91c50834..7a8cf97da 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/GenericSortedView.html +++ b/docs/master/org/apache/datasketches/quantilescommon/GenericSortedView.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":6,"i1":6,"i2":6,"i3":6,"i4":6,"i5":6,"i6":1}; +var data = {"i0":6,"i1":6,"i2":6,"i3":6,"i4":6,"i5":6,"i6":6,"i7":6,"i8":1}; var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -176,6 +176,20 @@

            Method Summary
          TgetMaxItem() +
          Returns the maximum item of the stream.
          +
          TgetMinItem() +
          Returns the minimum item of the stream.
          +
          double[] getPMF​(T[] splitPoints, QuantileSearchCriteria searchCrit)
          T getQuantile​(double rank, QuantileSearchCriteria searchCrit)
          T[] getQuantiles() -
          Returns the array of quantiles.
          +
          Returns the full array of quantiles.
          double getRank​(T quantile, QuantileSearchCriteria searchCrit)
          GenericSortedViewIterator<T> iterator()
          Returns an iterator for this Sorted View.
          static <T> void validateItems​(T[] items, Comparator<? super T> comparator) Description
          longgetCumulativeWeight​(QuantileSearchCriteria searchCrit) -
          Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion.
          -
          longgetN() -
          Gets the total count of all items presented to the sketch.
          -
          doublegetNormalizedRank​(QuantileSearchCriteria searchCrit) -
          Gets the normalized rank at the current index (or previous index) - based on the chosen search criterion.
          -
          T getQuantile() 
          longgetWeight() -
          Gets the natural weight at the current index.
          -
          booleannext() -
          Advances the index and checks if it is valid.
          +
          Gets the quantile at the current index.
          +
        @@ -283,116 +263,20 @@

        GenericSortedViewIterator

        Method Detail

        - - - -
          -
        • -

          getCumulativeWeight

          -
          public long getCumulativeWeight​(QuantileSearchCriteria searchCrit)
          -
          Description copied from interface: SortedViewIterator
          -
          Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion. - This is also referred to as the "Natural Rank". - -

          Don't call this before calling next() for the first time - or after getting false from next().

          -
          -
          Specified by:
          -
          getCumulativeWeight in interface SortedViewIterator
          -
          Parameters:
          -
          searchCrit - if INCLUSIVE, includes the weight at the current index in the cumulative sum. - Otherwise, it will return the cumulative weight of the previous index.
          -
          Returns:
          -
          cumulative weight at the current index on the chosen search criterion.
          -
          -
          • -
        -
          +

          • getQuantile

            public T getQuantile()
            -
            • -
          - - - -
            -
          • -

            getN

            -
            public long getN()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the total count of all items presented to the sketch.
            -
            -
            Specified by:
            -
            getN in interface SortedViewIterator
            -
            Returns:
            -
            the total count of all items presented to the sketch.
            -
            -
            • -
          - - - -
            -
          • -

            getNormalizedRank

            -
            public double getNormalizedRank​(QuantileSearchCriteria searchCrit)
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the normalized rank at the current index (or previous index) - based on the chosen search criterion. +
            Gets the quantile at the current index.

            Don't call this before calling next() for the first time or after getting false from next().

            -
            Specified by:
            -
            getNormalizedRank in interface SortedViewIterator
            -
            Parameters:
            -
            searchCrit - if INCLUSIVE, includes the normalized rank at the current index. - Otherwise, returns the normalized rank of the previous index.
            Returns:
            -
            the normalized rank at the current index (or previous index) - based on the chosen search criterion.
            -
            -
            • -
          - - - -
            -
          • -

            getWeight

            -
            public long getWeight()
            -
            Description copied from interface: SortedViewIterator
            -
            Gets the natural weight at the current index. - -

            Don't call this before calling next() for the first time - or after getting false from next().

            -
            -
            Specified by:
            -
            getWeight in interface SortedViewIterator
            -
            Returns:
            -
            the natural weight at the current index.
            -
            -
            • -
          - - - -
            -
          • -

            next

            -
            public boolean next()
            -
            Description copied from interface: SortedViewIterator
            -
            Advances the index and checks if it is valid. - The state of this iterator is undefined before the first call of this method.
            -
            -
            Specified by:
            -
            next in interface SortedViewIterator
            -
            Returns:
            -
            true if the next index is valid.
            +
            the quantile at the current index.
          @@ -449,7 +333,7 @@

          next

          diff --git a/docs/master/org/apache/datasketches/quantilescommon/InequalitySearch.html b/docs/master/org/apache/datasketches/quantilescommon/InequalitySearch.html index 9fa71ccdc..8306b9c2f 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/InequalitySearch.html +++ b/docs/master/org/apache/datasketches/quantilescommon/InequalitySearch.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":6,"i1":6,"i2":6,"i3":9,"i4":9,"i5":9,"i6":9,"i7":9}; +var data = {"i0":6,"i1":6,"i2":6,"i3":6,"i4":9,"i5":9,"i6":9,"i7":9,"i8":9,"i9":9}; var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -274,6 +274,17 @@

          Method Summary

          abstract String +desc​(long[] arr, + int low, + int high, + double v, + int idx) + +
          Optional call that describes the details of the results of the search.
          + + + +abstract String desc​(long[] arr, int low, int high, @@ -283,7 +294,7 @@

          Method Summary

          Optional call that describes the details of the results of the search.
          - + static int find​(double[] arr, int low, @@ -295,7 +306,7 @@

          Method Summary

          the given InequalitySearch criterion.
      - + static int find​(float[] arr, int low, @@ -307,7 +318,19 @@

      Method Summary

      the given InequalitySearch criterion.
      - + +static int +find​(long[] arr, + int low, + int high, + double v, + InequalitySearch crit) + +
      Binary Search for the index of the double value in the given search range that satisfies + the given InequalitySearch criterion.
      + + + static int find​(long[] arr, int low, @@ -319,14 +342,14 @@

      Method Summary

      the given InequalitySearch criterion. - + static InequalitySearch valueOf​(String name)
      Returns the enum constant of this type with the specified name.
      - + static InequalitySearch[] values() @@ -340,14 +363,14 @@

      Method Summary

      Methods inherited from class java.lang.Enum

      -clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
      • +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
    @@ -518,10 +541,10 @@

    desc

    Used primarily for debugging.
    Parameters:
    -
    arr - The underlying sorted array of double values
    +
    arr - The underlying sorted array of values
    low - the low index of the range
    high - the high index of the range
    -
    v - the double value to search for
    +
    v - the value to search for
    idx - the resolved index from the search
    Returns:
    the descriptive string.
    @@ -543,10 +566,10 @@

    desc

    Used primarily for debugging.
    Parameters:
    -
    arr - The underlying sorted array of double values
    +
    arr - The underlying sorted array of values
    low - the low index of the range
    high - the high index of the range
    -
    v - the double value to search for
    +
    v - the value to search for
    idx - the resolved index from the search
    Returns:
    the descriptive string.
    @@ -568,10 +591,35 @@

    desc

    Used primarily for debugging.
    Parameters:
    -
    arr - The underlying sorted array of double values
    +
    arr - The underlying sorted array of values
    +
    low - the low index of the range
    +
    high - the high index of the range
    +
    v - the value to search for
    +
    idx - the resolved index from the search
    +
    Returns:
    +
    the descriptive string.
    +
    + + + + + +
      +
    • +

      desc

      +
      public abstract String desc​(long[] arr,
+                            int low,
+                            int high,
+                            double v,
+                            int idx)
      +
      Optional call that describes the details of the results of the search. + Used primarily for debugging.
      +
      +
      Parameters:
      +
      arr - The underlying sorted array of values
      low - the low index of the range
      high - the high index of the range
      -
      v - the double value to search for
      +
      v - the value to search for
      idx - the resolved index from the search
      Returns:
      the descriptive string.
      @@ -635,7 +683,7 @@

      find

      -
        +

        • find

          public static int find​(long[] arr,
@@ -658,6 +706,32 @@ 
          find
    + + + +
      +
    • +

      find

      +
      public static int find​(long[] arr,
+                       int low,
+                       int high,
+                       double v,
+                       InequalitySearch crit)
      +
      Binary Search for the index of the double value in the given search range that satisfies + the given InequalitySearch criterion. + If -1 is returned there are no values in the search range that satisfy the criterion.
      +
      +
      Parameters:
      +
      arr - the given array that must be sorted.
      +
      low - the lowest index of the lowest value in the search range, inclusive.
      +
      high - the highest index of the highest value in the search range, inclusive.
      +
      v - the value to search for.
      +
      crit - one of LT, LE, EQ, GT, GE
      +
      Returns:
      +
      the index of the value in the given search range that satisfies the criterion
      +
      +
      • +
    diff --git a/docs/master/org/apache/datasketches/quantilescommon/PartitionBoundaries.html b/docs/master/org/apache/datasketches/quantilescommon/PartitionBoundaries.html new file mode 100644 index 000000000..816dbf8ca --- /dev/null +++ b/docs/master/org/apache/datasketches/quantilescommon/PartitionBoundaries.html @@ -0,0 +1,375 @@ + + + + + +PartitionBoundaries (datasketches-java 4.3.0-SNAPSHOT API) + + + + + + + + + + + + + + +
    + +
    + +
    +
    +
    Package org.apache.datasketches.quantilescommon
    +

    Interface PartitionBoundaries

    +
    +
    +
    +
      +
    • +
      +
      All Known Implementing Classes:
      +
      GenericPartitionBoundaries
      +
      +
      +
      public interface PartitionBoundaries
      +
      This defines a set of results computed from the getParitionBoundaries() function and + encapsulates the basic methods needed to construct actual partitions based on generic items.
      +
      • +
    +
    +
    +
      +
    • + +
      +
        +
      • + + +

        Method Summary

        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        All Methods Instance Methods Abstract Methods 
        Modifier and TypeMethodDescription
        longgetN() +
        Gets the length of the input stream offered to the underlying sketch.
        +
        long[]getNaturalRanks() +
        Gets an ordered array of natural ranks of the associated array of partition boundaries utilizing + a specified search criterion.
        +
        double[]getNormalizedRanks() +
        Gets an ordered array of normalized ranks of the associated array of partition boundaries utilizing + a specified search criterion.
        +
        long[]getNumDeltaItems() +
        Gets the number of items to be included for each partition as an array.
        +
        intgetNumPartitions() +
        Gets the number of partitions
        +
        QuantileSearchCriteriagetSearchCriteria() +
        Gets the search criteria specified for the source sketch
        +
        +
        • +
      +
      +
      • +
    +
    +
    +
      +
    • + +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          getN

          +
          long getN()
          +
          Gets the length of the input stream offered to the underlying sketch.
          +
          +
          Returns:
          +
          the length of the input stream offered to the underlying sketch.
          +
          +
          • +
        + + + +
          +
        • +

          getNaturalRanks

          +
          long[] getNaturalRanks()
          +
          Gets an ordered array of natural ranks of the associated array of partition boundaries utilizing + a specified search criterion. Natural ranks are integral values on the interval [1, N]
          +
          +
          Returns:
          +
          an array of natural ranks.
          +
          +
          • +
        + + + +
          +
        • +

          getNormalizedRanks

          +
          double[] getNormalizedRanks()
          +
          Gets an ordered array of normalized ranks of the associated array of partition boundaries utilizing + a specified search criterion. Normalized ranks are double values on the interval [0.0, 1.0].
          +
          +
          Returns:
          +
          an array of normalized ranks.
          +
          +
          • +
        + + + +
          +
        • +

          getNumDeltaItems

          +
          long[] getNumDeltaItems()
          +
          Gets the number of items to be included for each partition as an array. + The count at index 0 is 0. The number of items included in the first partition, defined by the boundaries at + index 0 and index 1, is at index 1 in this array, etc.
          +
          +
          Returns:
          +
          the number of items to be included for each partition as an array.
          +
          +
          • +
        + + + +
          +
        • +

          getNumPartitions

          +
          int getNumPartitions()
          +
          Gets the number of partitions
          +
          +
          Returns:
          +
          the number of partitions
          +
          +
          • +
        + + + +
          +
        • +

          getSearchCriteria

          +
          QuantileSearchCriteria getSearchCriteria()
          +
          Gets the search criteria specified for the source sketch
          +
          +
          Returns:
          +
          The search criteria specified for the source sketch
          +
          +
          • +
        +
        • +
      +
      +
      • +
    +
    +
    +
    + + + + diff --git a/docs/master/org/apache/datasketches/quantilescommon/PartitioningFeature.html b/docs/master/org/apache/datasketches/quantilescommon/PartitioningFeature.html new file mode 100644 index 000000000..6277359af --- /dev/null +++ b/docs/master/org/apache/datasketches/quantilescommon/PartitioningFeature.html @@ -0,0 +1,332 @@ + + + + + +PartitioningFeature (datasketches-java 4.3.0-SNAPSHOT API) + + + + + + + + + + + + + + +
    + +
    + +
    +
    +
    Package org.apache.datasketches.quantilescommon
    +

    Interface PartitioningFeature<T>

    +
    +
    +
    + +
    +
    + +
    +
    +
      +
    • + +
      +
        +
      • + + +

        Method Detail

        + + + + + + + +
          +
        • +

          getPartitionBoundaries

          +
          GenericPartitionBoundaries<T> getPartitionBoundaries​(int numEquallySized,
+                                                     QuantileSearchCriteria searchCrit)
          +
          This method returns an instance of + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.
          +
          +
          Parameters:
          +
          numEquallySized - an integer that specifies the number of equally sized partitions between + getMinItem() and + getMaxItem(). + This must be a positive integer greater than zero. +
            +
          • A 1 will return: minItem, maxItem.
            • +
          • A 2 will return: minItem, median quantile, maxItem.
            • +
          • Etc.
            • +
          +
          searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally sized partitions + with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. + If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally sized partitions + with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
          +
          Returns:
          +
          an instance of GenericPartitionBoundaries.
          +
          Throws:
          +
          IllegalArgumentException - if sketch is empty.
          +
          IllegalArgumentException - if numEquallySized is less than 1.
          +
          +
          • +
        +
        • +
      +
      +
      • +
    +
    +
    +
    + + + + diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantileSearchCriteria.html b/docs/master/org/apache/datasketches/quantilescommon/QuantileSearchCriteria.html index 8037873fe..48c143db3 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantileSearchCriteria.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantileSearchCriteria.html @@ -225,14 +225,14 @@

    Method Summary

    Methods inherited from class java.lang.Enum

    -clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesAPI.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesAPI.html index 6e1c7e1ae..ea19d940f 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesAPI.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesAPI.html @@ -389,7 +389,7 @@

    Method Summary

    long getN() -
    Gets the length of the input stream.
    +
    Gets the length of the input stream offered to the sketch..
    @@ -579,10 +579,10 @@

    getK

  • getN

    long getN()
    -
    Gets the length of the input stream.
    +
    Gets the length of the input stream offered to the sketch..
    Returns:
    -
    the length of the input stream.
    +
    the length of the input stream offered to the sketch.
    • @@ -729,7 +729,7 @@

    toString

    Returns a summary of the key parameters of the sketch.
    Overrides:
    -
    toString in class Object
    +
    toString in class Object
    Returns:
    a summary of the key parameters of the sketch.
    diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.DoublesPartitionBoundaries.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.DoublesPartitionBoundaries.html index 6771cb777..48ed913ae 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.DoublesPartitionBoundaries.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.DoublesPartitionBoundaries.html @@ -212,7 +212,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.html index 6a0347a3b..ef61692d1 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesDoublesAPI.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":18,"i1":6,"i2":6,"i3":6,"i4":18,"i5":6,"i6":18,"i7":6,"i8":18,"i9":6,"i10":6,"i11":18,"i12":6,"i13":6,"i14":18,"i15":6,"i16":18,"i17":6,"i18":6,"i19":6,"i20":6,"i21":6,"i22":6}; +var data = {"i0":18,"i1":6,"i2":6,"i3":6,"i4":18,"i5":6,"i6":18,"i7":6,"i8":6,"i9":18,"i10":6,"i11":6,"i12":18,"i13":6,"i14":18,"i15":6,"i16":6,"i17":6,"i18":6,"i19":6,"i20":6}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],16:["t5","Default Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -236,30 +236,13 @@

    Method Summary

    -default QuantilesDoublesAPI.DoublesPartitionBoundaries -getPartitionBoundaries​(int numEquallyWeighted) - -
    This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    - - - -QuantilesDoublesAPI.DoublesPartitionBoundaries -getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) - -
    This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    - - - default double[] getPMF​(double[] splitPoints)
    This is equivalent to getPMF(splitPoints, INCLUSIVE)
    - + double[] getPMF​(double[] splitPoints, QuantileSearchCriteria searchCrit) @@ -269,14 +252,14 @@

    Method Summary

    given a set of splitPoints. - + default double getQuantile​(double rank)
    This is equivalent to getQuantile(rank, INCLUSIVE)
    - + double getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -284,7 +267,7 @@

    Method Summary

    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + double getQuantileLowerBound​(double rank) @@ -292,14 +275,14 @@

    Method Summary

    given rank exists. - + default double[] getQuantiles​(double[] ranks)
    This is equivalent to getQuantiles(ranks, INCLUSIVE)
    - + double[] getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -307,7 +290,7 @@

    Method Summary

    Gets an array of quantiles from the given array of normalized ranks.
    - + double getQuantileUpperBound​(double rank) @@ -315,14 +298,14 @@

    Method Summary

    given rank exists. - + default double getRank​(double quantile)
    This is equivalent to getRank(quantile, INCLUSIVE)
    - + double getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -330,14 +313,14 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + default double[] getRanks​(double[] quantiles)
    This is equivalent to getRanks(quantiles, INCLUSIVE)
    - + double[] getRanks​(double[] quantiles, QuantileSearchCriteria searchCrit) @@ -346,35 +329,35 @@

    Method Summary

    search criterion. - + int getSerializedSizeBytes()
    Returns the current number of bytes this Sketch would require if serialized.
    - + DoublesSortedView getSortedView()
    Gets the sorted view of this sketch
    - + QuantilesDoublesSketchIterator iterator()
    Gets the iterator for this sketch, which is not sorted.
    - + byte[] toByteArray()
    Returns a byte array representation of this sketch.
    - + void update​(double item) @@ -501,69 +484,6 @@

    getMinItem

    - - - - - - - -
      -
    • -

      getPartitionBoundaries

      -
      QuantilesDoublesAPI.DoublesPartitionBoundaries getPartitionBoundaries​(int numEquallyWeighted,
-                                                                      QuantileSearchCriteria searchCrit)
      -
      This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      -
      -
      Parameters:
      -
      numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). - This must be a positive integer greater than zero. -
        -
      • A 1 will return: minItem, maxItem.
        • -
      • A 2 will return: minItem, median quantile, maxItem.
        • -
      • Etc.
        • -
      -
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions - with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions - with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      -
      Returns:
      -
      an instance of DoublesPartitionBoundaries.
      -
      Throws:
      -
      IllegalArgumentException - if sketch is empty.
      -
      IllegalArgumentException - if numEquallyWeighted is less than 1.
      -
      -
      • -
    diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.FloatsPartitionBoundaries.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.FloatsPartitionBoundaries.html index 08d977ba7..5cd0d98aa 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.FloatsPartitionBoundaries.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.FloatsPartitionBoundaries.html @@ -212,7 +212,7 @@

    Method Summary

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.html index 869f7a7cc..8272a8c9c 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesFloatsAPI.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":18,"i1":6,"i2":6,"i3":6,"i4":18,"i5":6,"i6":18,"i7":6,"i8":18,"i9":6,"i10":6,"i11":18,"i12":6,"i13":6,"i14":18,"i15":6,"i16":18,"i17":6,"i18":6,"i19":6,"i20":6,"i21":6,"i22":6}; +var data = {"i0":18,"i1":6,"i2":6,"i3":6,"i4":18,"i5":6,"i6":18,"i7":6,"i8":6,"i9":18,"i10":6,"i11":6,"i12":18,"i13":6,"i14":18,"i15":6,"i16":6,"i17":6,"i18":6,"i19":6,"i20":6}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],16:["t5","Default Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -236,30 +236,13 @@

    Method Summary

    -default QuantilesFloatsAPI.FloatsPartitionBoundaries -getPartitionBoundaries​(int numEquallyWeighted) - -
    This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    - - - -QuantilesFloatsAPI.FloatsPartitionBoundaries -getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) - -
    This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
    - - - default double[] getPMF​(float[] splitPoints)
    This is equivalent to getPMF(splitPoints, INCLUSIVE)
    - + double[] getPMF​(float[] splitPoints, QuantileSearchCriteria searchCrit) @@ -269,14 +252,14 @@

    Method Summary

    given a set of splitPoints. - + default float getQuantile​(double rank)
    This is equivalent to getQuantile(rank, INCLUSIVE)
    - + float getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -284,7 +267,7 @@

    Method Summary

    Gets the approximate quantile of the given normalized rank and the given search criterion.
    - + float getQuantileLowerBound​(double rank) @@ -292,14 +275,14 @@

    Method Summary

    given rank exists. - + default float[] getQuantiles​(double[] ranks)
    This is equivalent to getQuantiles(ranks, INCLUSIVE)
    - + float[] getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -307,7 +290,7 @@

    Method Summary

    Gets an array of quantiles from the given array of normalized ranks.
    - + float getQuantileUpperBound​(double rank) @@ -315,14 +298,14 @@

    Method Summary

    given rank exists. - + default double getRank​(float quantile)
    This is equivalent to getRank(quantile, INCLUSIVE)
    - + double getRank​(float quantile, QuantileSearchCriteria searchCrit) @@ -330,14 +313,14 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + default double[] getRanks​(float[] quantiles)
    This is equivalent to getRanks(quantiles, INCLUSIVE)
    - + double[] getRanks​(float[] quantiles, QuantileSearchCriteria searchCrit) @@ -346,35 +329,35 @@

    Method Summary

    search criterion. - + int getSerializedSizeBytes()
    Returns the current number of bytes this Sketch would require if serialized.
    - + FloatsSortedView getSortedView()
    Gets the sorted view of this sketch
    - + QuantilesFloatsSketchIterator iterator()
    Gets the iterator for this sketch, which is not sorted.
    - + byte[] toByteArray()
    Returns a byte array representation of this sketch.
    - + void update​(float item) @@ -501,69 +484,6 @@

    getMinItem

    - - - - - - - -
      -
    • -

      getPartitionBoundaries

      -
      QuantilesFloatsAPI.FloatsPartitionBoundaries getPartitionBoundaries​(int numEquallyWeighted,
-                                                                    QuantileSearchCriteria searchCrit)
      -
      This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      -
      -
      Parameters:
      -
      numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). - This must be a positive integer greater than zero. -
        -
      • A 1 will return: minItem, maxItem.
        • -
      • A 2 will return: minItem, median quantile, maxItem.
        • -
      • Etc.
        • -
      -
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions - with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions - with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      -
      Returns:
      -
      an instance of FloatsPartitionBoundaries.
      -
      Throws:
      -
      IllegalArgumentException - if sketch is empty.
      -
      IllegalArgumentException - if numEquallyWeighted is less than 1.
      -
      -
      • -
    @@ -686,7 +606,7 @@

    getQuantileLowerBound

    Gets the lower bound of the quantile confidence interval in which the quantile of the given rank exists. -

    Although it is possible to estimate the probablity that the true quantile +

    Although it is possible to estimate the probability that the true quantile exists within the quantile confidence interval specified by the upper and lower quantile bounds, it is not possible to guarantee the width of the quantile confidence interval as an additive or multiplicative percent of the true quantile.

    @@ -711,7 +631,7 @@

    getQuantileUpperBound

    Gets the upper bound of the quantile confidence interval in which the true quantile of the given rank exists. -

    Although it is possible to estimate the probablity that the true quantile +

    Although it is possible to estimate the probability that the true quantile exists within the quantile confidence interval specified by the upper and lower quantile bounds, it is not possible to guarantee the width of the quantile interval as an additive or multiplicative percent of the true quantile.

    diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesGenericAPI.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesGenericAPI.html index 27b28dfe1..f8bea7308 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesGenericAPI.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesGenericAPI.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":18,"i1":6,"i2":6,"i3":6,"i4":18,"i5":6,"i6":18,"i7":6,"i8":18,"i9":6,"i10":6,"i11":18,"i12":6,"i13":6,"i14":18,"i15":6,"i16":18,"i17":6,"i18":6,"i19":6,"i20":6}; +var data = {"i0":18,"i1":6,"i2":6,"i3":6,"i4":18,"i5":6,"i6":18,"i7":6,"i8":6,"i9":18,"i10":6,"i11":6,"i12":18,"i13":6,"i14":18,"i15":6,"i16":6,"i17":6,"i18":6}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],16:["t5","Default Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -89,7 +89,7 @@
    - + default T[] getQuantiles​(double[] ranks)
    This is equivalent to getQuantiles(ranks, INCLUSIVE)
    - + T[] getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -313,7 +268,7 @@

    Method Summary

    Gets an array of quantiles from the given array of normalized ranks.
    - + T getQuantileUpperBound​(double rank) @@ -321,14 +276,14 @@

    Method Summary

    given rank exists. - + default double getRank​(T quantile)
    This is equivalent to getRank(T quantile, INCLUSIVE)
    - + double getRank​(T quantile, QuantileSearchCriteria searchCrit) @@ -336,14 +291,14 @@

    Method Summary

    Gets the normalized rank corresponding to the given a quantile.
    - + default double[] getRanks​(T[] quantiles)
    This is equivalent to getRanks(quantiles, INCLUSIVE)
    - + double[] getRanks​(T[] quantiles, QuantileSearchCriteria searchCrit) @@ -352,21 +307,21 @@

    Method Summary

    search criterion. - + GenericSortedView<T> getSortedView()
    Gets the sorted view of this sketch
    - + QuantilesGenericSketchIterator<T> iterator()
    Gets the iterator for this sketch, which is not sorted.
    - + void update​(T item) @@ -497,71 +452,6 @@

    getMinItem

    - - - - - - - -
      -
    • -

      getPartitionBoundaries

      -
      QuantilesGenericAPI.GenericPartitionBoundaries<T> getPartitionBoundaries​(int numEquallyWeighted,
-                                                                         QuantileSearchCriteria searchCrit)
      -
      This method returns an instance of - GenericPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
      -
      -
      Parameters:
      -
      numEquallyWeighted - an integer that specifies the number of equally weighted partitions between - getMinItem() and getMaxItem(). - This must be a positive integer greater than zero. -
        -
      • A 1 will return: minItem, maxItem.
        • -
      • A 2 will return: minItem, median quantile, maxItem.
        • -
      • Etc.
        • -
      -
      searchCrit - If INCLUSIVE, all the returned quantiles are the upper boundaries of the equally weighted partitions - with the exception of the lowest returned quantile, which is the lowest boundary of the lowest ranked partition. - If EXCLUSIVE, all the returned quantiles are the lower boundaries of the equally weighted partitions - with the exception of the highest returned quantile, which is the upper boundary of the highest ranked partition.
      -
      Returns:
      -
      an instance of GenericPartitionBoundaries.
      -
      Throws:
      -
      IllegalArgumentException - if sketch is empty.
      -
      IllegalArgumentException - if numEquallyWeighted is less than 1.
      -
      -
      • -
    @@ -956,7 +846,7 @@

    update

    • Summary: 
      • -
    • Nested | 
      • +
    • Nested | 
    • Field | 
    • Constr | 
    • Method
      • diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesSketchIterator.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesSketchIterator.html index 1d8b59b0d..0af6149f6 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesSketchIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesSketchIterator.html @@ -129,7 +129,7 @@

      Interface QuantilesS
      All Known Implementing Classes:
      -
      DoublesSketchIterator, ItemsSketchIterator, KllDoublesSketchIterator, KllFloatsSketchIterator, KllItemsSketchIterator, ReqSketchIterator
      +
      DoublesSketchIterator, ItemsSketchIterator, KllDoublesSketchIterator, KllFloatsSketchIterator, KllItemsSketchIterator, KllSketchIterator, ReqSketchIterator
      public interface QuantilesSketchIterator
      diff --git a/docs/master/org/apache/datasketches/quantilescommon/QuantilesUtil.html b/docs/master/org/apache/datasketches/quantilescommon/QuantilesUtil.html index 4f3126ee1..05632f79d 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/QuantilesUtil.html +++ b/docs/master/org/apache/datasketches/quantilescommon/QuantilesUtil.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":9,"i1":9,"i2":9,"i3":9,"i4":9,"i5":9,"i6":9}; +var data = {"i0":9,"i1":9,"i2":9,"i3":9,"i4":9,"i5":9,"i6":9,"i7":9,"i8":9}; var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -90,13 +90,13 @@
      • Summary: 
      • Nested | 
        • -
      • Field | 
        • +
      • Field | 
      • Constr | 
      • Method
      @@ -145,6 +145,29 @@

      Class QuantilesUtil

      • + +
        +
          +
        • + + +

          Field Summary

          + + + + + + + + + + + + +
          Fields 
          Modifier and TypeFieldDescription
          static doubletailRoundingFactor 
          +
          • +
        +
          @@ -182,12 +205,23 @@

          Method Summary

          static double[] -equallyWeightedRanks​(int num) +equallySpacedDoubles​(int num) -
          Returns a double array of ranks that defines equally weighted regions between 0.0, inclusive and 1.0, inclusive.
          +
          Returns an array of (num + 1) values that define equally sized intervals between 0.0, inclusive, and 1.0, + inclusive.
          +static long[] +equallySpacedLongs​(long min, + long max, + int num) + +
          Returns an array of (num + 1) longs that define, approximately, equally spaced intervals between the given + max, inclusive, and min, inclusive.
          + + + static double[] evenlyLogSpaced​(double value1, double value2, @@ -197,7 +231,7 @@

          Method Summary

          returned values are evenly spaced.
      - + static double[] evenlySpacedDoubles​(double value1, double value2, @@ -206,7 +240,7 @@

      Method Summary

      Returns a double array of evenly spaced values between value1, inclusive, and value2 inclusive.
      - + static float[] evenlySpacedFloats​(float value1, float value2, @@ -215,13 +249,20 @@

      Method Summary

      Returns a float array of evenly spaced values between value1, inclusive, and value2 inclusive.
      + +static double +getNaturalRank​(double normalizedRank, + long totalN, + QuantileSearchCriteria searchCrit) +  +
    @@ -232,6 +273,29 @@

    Methods inherited from class java.lang.
    • + +
      + +
        @@ -283,30 +347,54 @@

        checkFloatsSplitPointsOrder

      - +
      • -

        equallyWeightedRanks

        -
        public static double[] equallyWeightedRanks​(int num)
        -
        Returns a double array of ranks that defines equally weighted regions between 0.0, inclusive and 1.0, inclusive. - The 0.0 and 1.0 end points are part of the returned array and are the getMinItem() and getMaxItem() values of the - sketch. - For example, if num == 2, three values will be returned: 0.0, .5, and 1, where the two equally weighted regions are - 0.0 to 0.5, and 0.5 to 1.0.
        +

        equallySpacedDoubles

        +
        public static double[] equallySpacedDoubles​(int num)
        +
        Returns an array of (num + 1) values that define equally sized intervals between 0.0, inclusive, and 1.0, + inclusive. The end points 0.0 and 1.0 are part of the returned array. + +

        For example, if num == 2, three values will be returned: 0.0, .5, and 1, where the two equally sized regions + are {0.0,0.5}, and {0.5, 1.0}.

        Parameters:
        -
        num - the total number of equally weighted regions between 0.0 and 1.0 defined by the ranks in the returned - array. num must be 1 or greater.
        +
        num - the total number of equally sized intervals between 0.0, inclusive and 1.0, inclusive. + Must be 1 or greater.
        Returns:
        -
        a double array of num + 1 ranks that define the boundaries of num equally weighted - regions between 0.0, inclusive and 1.0, inclusive.
        +
        a double array of values that define (num + 1) equally sized intervals between 0.0, inclusive and 1.0, + inclusive.
        Throws:
        IllegalArgumentException - if num is less than 1.
      + + + +
        +
      • +

        equallySpacedLongs

        +
        public static long[] equallySpacedLongs​(long min,
+                                        long max,
+                                        int num)
        +
        Returns an array of (num + 1) longs that define, approximately, equally spaced intervals between the given + max, inclusive, and min, inclusive. The end points max and min are part of the + returned array. Because the range of the values may not exactly divide into num intervals, + the size of these intervals may vary by plus or minus one.
        +
        +
        Parameters:
        +
        min - the lowest positive valued (or zero) number of the range
        +
        max - the highest positive valued number of the range. max must be greater than min
        +
        num - Number of requested intervals. Must be greater or equal to one, and less than or equal to + max - min.
        +
        Returns:
        +
        an array of (num + 1) longs that are approximately equally spaced between the given min and max.
        +
        +
        • +
      @@ -354,7 +442,7 @@

      evenlySpacedDoubles

      -
        +

        • evenlyLogSpaced

          public static double[] evenlyLogSpaced​(double value1,
@@ -374,6 +462,17 @@ 
          evenlyLogSpaced
        + + + +
          +
        • +

          getNaturalRank

          +
          public static double getNaturalRank​(double normalizedRank,
+                                    long totalN,
+                                    QuantileSearchCriteria searchCrit)
          +
          • +
      @@ -427,13 +526,13 @@

      evenlyLogSpaced

      • Summary: 
      • Nested | 
        • -
      • Field | 
        • +
      • Field | 
      • Constr | 
      • Method
      diff --git a/docs/master/org/apache/datasketches/quantilescommon/SortedView.html b/docs/master/org/apache/datasketches/quantilescommon/SortedView.html index 65973c806..9edaf7313 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/SortedView.html +++ b/docs/master/org/apache/datasketches/quantilescommon/SortedView.html @@ -27,7 +27,7 @@ catch(err) { } //--> -var data = {"i0":6,"i1":6,"i2":6}; +var data = {"i0":6,"i1":6,"i2":6,"i3":6}; var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; @@ -133,19 +133,15 @@

      Interface SortedView

      public interface SortedView
      -
      This is the base interface for the Sorted View interface hierarchy. +
      This is the base interface for the Sorted View interface hierarchy and defines the methods that are type independent. -

      The Sorted View provides a view of the data retained by a quantiles-type sketch - that would be cumbersome to get any other way. - One can iterate over the contents of the sketch using the sketch's iterator, but the result is not sorted.

      +

      The SortedView interface hierarchy provides a sorted view of the data retained by a quantiles-type sketch that + would be cumbersome to get any other way. + One could use the sketch's iterator to iterate over the contents of the sketch, + but the result would not be sorted.

      -

      Once this sorted view has been created, it provides not only a sorted view of the data retained by the sketch - but also the basic queries, such as getRank(), getQuantile(), and getCDF() and getPMF(). - In addition, the iterator obtained from this sorted view provides useful detailed information about each entry.

      - -

      The data from a Sorted view is an unbiased sample of the input stream that can be used for other kinds of - analysis not directly provided by the sketch. For example, comparing two sketches using the Kolmogorov-Smirnov - test.

      +

      The data from a Sorted view is an unbiased random sample of the input stream that can be used for other kinds of + analysis not directly provided by the sketch.

      Author:
      Alexander Saydakov, Lee Rhodes
      @@ -174,18 +170,25 @@

      Method Summary

      long[] getCumulativeWeights() -
      Returns the array of cumulative weights
      +
      Returns the array of cumulative weights from the sketch.
      +long +getN() + +
      Returns the total number of items presented to the sourcing sketch.
      + + + boolean isEmpty()
      Returns true if this sorted view is empty.
      - -SortedViewIterator + +SortedViewIterator iterator()
      Returns an iterator for this Sorted View.
      @@ -215,10 +218,25 @@

      Method Detail

    • getCumulativeWeights

      long[] getCumulativeWeights()
      -
      Returns the array of cumulative weights
      +
      Returns the array of cumulative weights from the sketch. + Also known as the natural ranks, which are the Natural Numbers on the interval [1, N].
      +
      +
      Returns:
      +
      the array of cumulative weights (or natural ranks).
      +
      +
      • +
    + + + +
      +
    • +

      getN

      +
      long getN()
      +
      Returns the total number of items presented to the sourcing sketch.
      Returns:
      -
      the array of cumulative weights
      +
      the total number of items presented to the sourcing sketch.
    @@ -242,7 +260,7 @@

    isEmpty

    • iterator

      -
      SortedViewIterator iterator()
      +
      SortedViewIterator iterator()
      Returns an iterator for this Sorted View.
      Returns:
      diff --git a/docs/master/org/apache/datasketches/quantilescommon/SortedViewIterator.html b/docs/master/org/apache/datasketches/quantilescommon/SortedViewIterator.html index adf15f370..888be646e 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/SortedViewIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/SortedViewIterator.html @@ -27,8 +27,8 @@ catch(err) { } //--> -var data = {"i0":6,"i1":6,"i2":6,"i3":6,"i4":6}; -var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"]}; +var data = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10}; +var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; var altColor = "altColor"; var rowColor = "rowColor"; var tableTab = "tableTab"; @@ -90,13 +90,13 @@
      • Summary: 
      • Nested | 
        • -
      • Field | 
        • +
      • Field | 
      • Constr | 
      • Method
      @@ -117,22 +117,27 @@
      Package org.apache.datasketches.quantilescommon
      -

      Interface SortedViewIterator

      +

      Class SortedViewIterator

      +
        +
      • java.lang.Object
        • +
      • +
          +
        • org.apache.datasketches.quantilescommon.SortedViewIterator
          • +
        +
        • +
      • -
        All Known Subinterfaces:
        -
        DoublesSortedViewIterator, FloatsSortedViewIterator
        -
        -
        -
        All Known Implementing Classes:
        -
        DoublesSketchSortedViewIterator, GenericSortedViewIterator, ItemsSketchSortedView.ItemsSketchSortedViewIterator, KllDoublesSketchSortedViewIterator, KllFloatsSketchSortedViewIterator, KllItemsSketchSortedView.KllItemsSketchSortedViewIterator, ReqSketchSortedViewIterator
        +
        Direct Known Subclasses:
        +
        DoublesSortedViewIterator, FloatsSortedViewIterator, GenericSortedViewIterator
        -
        public interface SortedViewIterator
        +
        public class SortedViewIterator
+extends Object
        This is the base interface for the SortedViewIterator hierarchy used with a SortedView obtained from a quantile-type sketch. This provides an ordered iterator over the retained quantiles of the associated quantile-type sketch. @@ -155,6 +160,39 @@

        Interface SortedViewItera
        • + +
          +
            +
          • + + +

            Field Summary

            + + + + + + + + + + + + + + + + + + + + + + +
            Fields 
            Modifier and TypeFieldDescription
            protected long[]cumWeights 
            protected intindex 
            protected longtotalN 
            +
            • +
          +
          @@ -215,6 +260,43 @@

          Method Summary

          • + +
            +
              +
            • + + +

              Field Detail

              + + + +
                +
              • +

                cumWeights

                +
                protected final long[] cumWeights
                +
                • +
              + + + +
                +
              • +

                totalN

                +
                protected long totalN
                +
                • +
              + + + +
                +
              • +

                index

                +
                protected int index
                +
                • +
              +
              • +
            +
              @@ -222,24 +304,26 @@

              Method Summary

              Method Detail

              - +
              • -

                getCumulativeWeight

                -
                long getCumulativeWeight​(QuantileSearchCriteria searchCrit)
                -
                Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion. - This is also referred to as the "Natural Rank". +

                getNaturalRank

                +
                public long getNaturalRank​(QuantileSearchCriteria searchCrit)
                +
                Gets the natural rank at the current index (or previous index) based on the chosen search criterion. + This is also referred to as the "cumulative weight". The natural rank is a number in the range [1, N], + where N (getN()) is the total number of items fed to the sketch.

                Don't call this before calling next() for the first time or after getting false from next().

                Parameters:
                -
                searchCrit - if INCLUSIVE, includes the weight at the current index in the cumulative sum. - Otherwise, it will return the cumulative weight of the previous index.
                +
                searchCrit - if INCLUSIVE, includes the weight of the item at the current index in the computation of + the natural rank. + Otherwise, it will return the natural rank of the previous index.
                Returns:
                -
                cumulative weight at the current index on the chosen search criterion.
                +
                the natural rank at the current index (or previous index) based on the chosen search criterion.
              @@ -249,7 +333,7 @@

              getCumulativeWeight

              • getN

                -
                long getN()
                +
                public long getN()
                Gets the total count of all items presented to the sketch.
                Returns:
                @@ -263,9 +347,10 @@

                getN

                • getNormalizedRank

                  -
                  double getNormalizedRank​(QuantileSearchCriteria searchCrit)
                  +
                  public double getNormalizedRank​(QuantileSearchCriteria searchCrit)
                  Gets the normalized rank at the current index (or previous index) - based on the chosen search criterion. + based on the chosen search criterion. Where normalized rank = natural rank / N (getN()) + and is a fraction in the range (0,1.0].

                  Don't call this before calling next() for the first time or after getting false from next().

                  @@ -285,14 +370,14 @@

                  getNormalizedRank

                  • getWeight

                    -
                    long getWeight()
                    -
                    Gets the natural weight at the current index. +
                    public long getWeight()
                    +
                    Gets the weight contribution of the item at the current index.

                    Don't call this before calling next() for the first time or after getting false from next().

                    Returns:
                    -
                    the natural weight at the current index.
                    +
                    the weight contribution of the item at the current index.
                  @@ -302,7 +387,7 @@

                  getWeight

                  • next

                    -
                    boolean next()
                    +
                    public boolean next()
                    Advances the index and checks if it is valid. The state of this iterator is undefined before the first call of this method.
                    @@ -364,13 +449,13 @@

                    next

                    • Summary: 
                    • Nested | 
                      • -
                    • Field | 
                      • +
                    • Field | 
                    • Constr | 
                    • Method
                    diff --git a/docs/master/org/apache/datasketches/quantilescommon/class-use/DoublesSortedViewIterator.html b/docs/master/org/apache/datasketches/quantilescommon/class-use/DoublesSortedViewIterator.html index 9e11dc071..83e0e3543 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/class-use/DoublesSortedViewIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/class-use/DoublesSortedViewIterator.html @@ -3,7 +3,7 @@ -Uses of Interface org.apache.datasketches.quantilescommon.DoublesSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) +Uses of Class org.apache.datasketches.quantilescommon.DoublesSortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) @@ -21,7 +21,7 @@ + + + + + + + + + +
                    + +
                    +
                    +
                    +

                    Uses of Interface
                    org.apache.datasketches.quantilescommon.PartitioningFeature

                    +
                    +
                    + +
                    +
                    + + + diff --git a/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantileSearchCriteria.html b/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantileSearchCriteria.html index 24221f593..66e84f9d6 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantileSearchCriteria.html +++ b/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantileSearchCriteria.html @@ -114,20 +114,24 @@

                    +org.apache.datasketches.partitions +  + + org.apache.datasketches.quantiles
                    The quantiles package contains stochastic streaming algorithms that enable single-pass analysis of the distribution of a stream of quantiles.
                    - + org.apache.datasketches.quantilescommon
                    This package contains common tools and methods for the quantiles, kll and req packages.
                    - + org.apache.datasketches.req
                    This package is for the implementation of the Relative Error Quantiles sketch algorithm.
                    @@ -176,121 +180,101 @@

                    Uses of   -long -KllDoublesSketchSortedViewIterator.getCumulativeWeight​(QuantileSearchCriteria searchCrit) -  - - -long -KllFloatsSketchSortedViewIterator.getCumulativeWeight​(QuantileSearchCriteria searchCrit) -  - - -double -KllDoublesSketchSortedViewIterator.getNormalizedRank​(QuantileSearchCriteria searchCrit) -  - - -double -KllFloatsSketchSortedViewIterator.getNormalizedRank​(QuantileSearchCriteria searchCrit) -  - - -QuantilesDoublesAPI.DoublesPartitionBoundaries -KllDoublesSketch.getPartitionBoundaries​(int numEquallyWeighted, +GenericPartitionBoundaries<T> +KllItemsSketch.getPartitionBoundaries​(int numEquallySized, QuantileSearchCriteria searchCrit)   -QuantilesFloatsAPI.FloatsPartitionBoundaries -KllFloatsSketch.getPartitionBoundaries​(int numEquallyWeighted, +GenericPartitionBoundaries<T> +KllItemsSketchSortedView.getPartitionBoundaries​(int numEquallySized, QuantileSearchCriteria searchCrit)   -QuantilesGenericAPI.GenericPartitionBoundaries<T> -KllItemsSketch.getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) -  - - double[] KllDoublesSketch.getPMF​(double[] splitPoints, QuantileSearchCriteria searchCrit)   - + double[] KllFloatsSketch.getPMF​(float[] splitPoints, QuantileSearchCriteria searchCrit)   - + double[] KllItemsSketch.getPMF​(T[] splitPoints, QuantileSearchCriteria searchCrit)   - + double[] KllItemsSketchSortedView.getPMF​(T[] splitPoints, QuantileSearchCriteria searchCrit)   - + double KllDoublesSketch.getQuantile​(double rank, QuantileSearchCriteria searchCrit)   - + double KllDoublesSketchSortedView.getQuantile​(double rank, QuantileSearchCriteria searchCrit)   - + float KllFloatsSketch.getQuantile​(double rank, QuantileSearchCriteria searchCrit)   - + float KllFloatsSketchSortedView.getQuantile​(double rank, QuantileSearchCriteria searchCrit)   - + T KllItemsSketch.getQuantile​(double rank, QuantileSearchCriteria searchCrit)   - + T KllItemsSketchSortedView.getQuantile​(double rank, QuantileSearchCriteria searchCrit)   - + double[] KllDoublesSketch.getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit)   - + float[] KllFloatsSketch.getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit)   - + T[] KllItemsSketch.getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit)   + +T[] +KllItemsSketchSortedView.getQuantiles​(double[] ranks, + QuantileSearchCriteria searchCrit) +  + double KllDoublesSketch.getRank​(double quantile, @@ -350,6 +334,31 @@

                    Uses of +
                    + + +

                    Uses of QuantileSearchCriteria in org.apache.datasketches.partitions

                    + + + + + + + + + + + + +
                    Constructors in org.apache.datasketches.partitions with parameters of type QuantileSearchCriteria 
                    ConstructorDescription
                    Partitioner​(long tgtPartitionSize, + int maxPartsPerSk, + SketchFillRequest<T,​S> fillReq, + QuantileSearchCriteria criteria) +
                    This constructor includes the QuantileSearchCriteria criteria as a parameter.
                    +
                    +
                    +

                    • +
                  • @@ -381,24 +390,14 @@

                    Uses of   -long -DoublesSketchSortedViewIterator.getCumulativeWeight​(QuantileSearchCriteria searchCrit) -  - - -double -DoublesSketchSortedViewIterator.getNormalizedRank​(QuantileSearchCriteria searchCrit) -  - - -QuantilesDoublesAPI.DoublesPartitionBoundaries -DoublesSketch.getPartitionBoundaries​(int numEquallyWeighted, +GenericPartitionBoundaries<T> +ItemsSketch.getPartitionBoundaries​(int numEquallySized, QuantileSearchCriteria searchCrit)   -QuantilesGenericAPI.GenericPartitionBoundaries<T> -ItemsSketch.getPartitionBoundaries​(int numEquallyWeighted, +GenericPartitionBoundaries<T> +ItemsSketchSortedView.getPartitionBoundaries​(int numEquallySized, QuantileSearchCriteria searchCrit)   @@ -457,36 +456,42 @@

                    Uses of   +T[] +ItemsSketchSortedView.getQuantiles​(double[] ranks, + QuantileSearchCriteria searchCrit) +  + + double DoublesSketch.getRank​(double quantile, QuantileSearchCriteria searchCrit)   - + double DoublesSketchSortedView.getRank​(double quantile, QuantileSearchCriteria searchCrit)   - + double ItemsSketch.getRank​(T quantile, QuantileSearchCriteria searchCrit)   - + double ItemsSketchSortedView.getRank​(T quantile, QuantileSearchCriteria searchCrit)   - + double[] DoublesSketch.getRanks​(double[] quantiles, QuantileSearchCriteria searchCrit)   - + double[] ItemsSketch.getRanks​(T[] quantiles, QuantileSearchCriteria searchCrit) @@ -510,6 +515,18 @@

                    Uses of +QuantileSearchCriteria +GenericPartitionBoundaries.getSearchCriteria() +  + + +QuantileSearchCriteria +PartitionBoundaries.getSearchCriteria() + +
                    Gets the search criteria specified for the source sketch
                    + + + static QuantileSearchCriteria QuantileSearchCriteria.valueOf​(String name) @@ -595,59 +612,39 @@

                    Uses of -long -GenericSortedViewIterator.getCumulativeWeight​(QuantileSearchCriteria searchCrit) +static double +QuantilesUtil.getNaturalRank​(double normalizedRank, + long totalN, + QuantileSearchCriteria searchCrit)   long -SortedViewIterator.getCumulativeWeight​(QuantileSearchCriteria searchCrit) +SortedViewIterator.getNaturalRank​(QuantileSearchCriteria searchCrit) -
                    Gets the cumulative weight at the current index (or previous index) based on the chosen search criterion.
                    +
                    Gets the natural rank at the current index (or previous index) based on the chosen search criterion.
                    double -GenericSortedViewIterator.getNormalizedRank​(QuantileSearchCriteria searchCrit) -  - - -double SortedViewIterator.getNormalizedRank​(QuantileSearchCriteria searchCrit)
                    Gets the normalized rank at the current index (or previous index) based on the chosen search criterion.
                    - -QuantilesDoublesAPI.DoublesPartitionBoundaries -QuantilesDoublesAPI.getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) - -
                    This method returns an instance of DoublesPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
                    - - -QuantilesFloatsAPI.FloatsPartitionBoundaries -QuantilesFloatsAPI.getPartitionBoundaries​(int numEquallyWeighted, - QuantileSearchCriteria searchCrit) - -
                    This method returns an instance of FloatsPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
                    - - - -QuantilesGenericAPI.GenericPartitionBoundaries<T> -QuantilesGenericAPI.getPartitionBoundaries​(int numEquallyWeighted, +GenericPartitionBoundaries<T> +PartitioningFeature.getPartitionBoundaries​(int numEquallySized, QuantileSearchCriteria searchCrit)
                    This method returns an instance of - GenericPartitionBoundaries which provides - sufficient information for the user to create the given number of equally weighted partitions.
                    + GenericPartitionBoundaries which provides + sufficient information for the user to create the given number of equally sized partitions, where "equally sized" + refers to an approximately equal number of items per partition.

          - + default double[] DoublesSortedView.getPMF​(double[] splitPoints, QuantileSearchCriteria searchCrit) @@ -657,7 +654,7 @@

          Uses of + default double[] FloatsSortedView.getPMF​(float[] splitPoints, QuantileSearchCriteria searchCrit) @@ -667,7 +664,7 @@

          Uses of + double[] GenericSortedView.getPMF​(T[] splitPoints, QuantileSearchCriteria searchCrit) @@ -677,7 +674,7 @@

          Uses of + double[] QuantilesDoublesAPI.getPMF​(double[] splitPoints, QuantileSearchCriteria searchCrit) @@ -687,7 +684,7 @@

          Uses of + double[] QuantilesFloatsAPI.getPMF​(float[] splitPoints, QuantileSearchCriteria searchCrit) @@ -697,7 +694,7 @@

          Uses of + double[] QuantilesGenericAPI.getPMF​(T[] splitPoints, QuantileSearchCriteria searchCrit) @@ -707,7 +704,7 @@

          Uses of + double DoublesSortedView.getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -715,7 +712,7 @@

          Uses of Gets the approximate quantile of the given normalized rank and the given search criterion.

        - + float FloatsSortedView.getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -723,7 +720,7 @@

        Uses of Gets the approximate quantile of the given normalized rank and the given search criterion.

        - + T GenericSortedView.getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -731,7 +728,7 @@

        Uses of Gets the approximate quantile of the given normalized rank and the given search criterion.

      - + double QuantilesDoublesAPI.getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -739,7 +736,7 @@

      Uses of Gets the approximate quantile of the given normalized rank and the given search criterion.

      - + float QuantilesFloatsAPI.getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -747,7 +744,7 @@

      Uses of Gets the approximate quantile of the given normalized rank and the given search criterion.

    - + T QuantilesGenericAPI.getQuantile​(double rank, QuantileSearchCriteria searchCrit) @@ -755,7 +752,7 @@

    Uses of Gets the approximate quantile of the given normalized rank and the given search criterion. - + double[] QuantilesDoublesAPI.getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -763,7 +760,7 @@

    Uses of Gets an array of quantiles from the given array of normalized ranks. - + float[] QuantilesFloatsAPI.getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -771,7 +768,7 @@

    Uses of Gets an array of quantiles from the given array of normalized ranks. - + T[] QuantilesGenericAPI.getQuantiles​(double[] ranks, QuantileSearchCriteria searchCrit) @@ -779,7 +776,7 @@

    Uses of Gets an array of quantiles from the given array of normalized ranks. - + double DoublesSortedView.getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -787,7 +784,7 @@

    Uses of Gets the normalized rank corresponding to the given a quantile. - + double FloatsSortedView.getRank​(float quantile, QuantileSearchCriteria searchCrit) @@ -795,7 +792,7 @@

    Uses of Gets the normalized rank corresponding to the given a quantile. - + double GenericSortedView.getRank​(T quantile, QuantileSearchCriteria searchCrit) @@ -803,7 +800,7 @@

    Uses of Gets the normalized rank corresponding to the given a quantile. - + double QuantilesDoublesAPI.getRank​(double quantile, QuantileSearchCriteria searchCrit) @@ -811,7 +808,7 @@

    Uses of Gets the normalized rank corresponding to the given a quantile. - + double QuantilesFloatsAPI.getRank​(float quantile, QuantileSearchCriteria searchCrit) @@ -819,7 +816,7 @@

    Uses of Gets the normalized rank corresponding to the given a quantile. - + double QuantilesGenericAPI.getRank​(T quantile, QuantileSearchCriteria searchCrit) @@ -827,7 +824,7 @@

    Uses of Gets the normalized rank corresponding to the given a quantile. - + double[] QuantilesDoublesAPI.getRanks​(double[] quantiles, QuantileSearchCriteria searchCrit) @@ -836,7 +833,7 @@

    Uses of + double[] QuantilesFloatsAPI.getRanks​(float[] quantiles, QuantileSearchCriteria searchCrit) @@ -845,7 +842,7 @@

    Uses of + double[] QuantilesGenericAPI.getRanks​(T[] quantiles, QuantileSearchCriteria searchCrit) @@ -856,6 +853,25 @@

    Uses of +Constructors in org.apache.datasketches.quantilescommon with parameters of type QuantileSearchCriteria  + +Constructor +Description + + + +GenericPartitionBoundaries​(long totalN, + T[] boundaries, + long[] natRanks, + double[] normRanks, + T maxItem, + T minItem, + QuantileSearchCriteria searchCrit) +  + + +
  • @@ -878,16 +894,6 @@

    Uses of   -long -ReqSketchSortedViewIterator.getCumulativeWeight​(QuantileSearchCriteria searchCrit) -  - - -double -ReqSketchSortedViewIterator.getNormalizedRank​(QuantileSearchCriteria searchCrit) -  - - double[] ReqSketch.getPMF​(float[] splitPoints, QuantileSearchCriteria searchCrit) diff --git a/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesDoublesAPI.DoublesPartitionBoundaries.html b/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesDoublesAPI.DoublesPartitionBoundaries.html index 144f90aaa..72342fe26 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesDoublesAPI.DoublesPartitionBoundaries.html +++ b/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesDoublesAPI.DoublesPartitionBoundaries.html @@ -96,126 +96,7 @@

    Uses of Class
    org.apache.datasketches.quantilescommon.QuantilesDoublesAPI.DoublesPartitionBoundaries

    -
    - -
    +
    No usage of org.apache.datasketches.quantilescommon.QuantilesDoublesAPI.DoublesPartitionBoundaries

    • +
  • diff --git a/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesSketchIterator.html b/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesSketchIterator.html index 1144583f8..75922bcaf 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesSketchIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/class-use/QuantilesSketchIterator.html @@ -172,6 +172,14 @@

    Uses of Iterator over KllItemsSketch. + +class  +KllSketchIterator + +
    The base implementation for the KLL sketch iterator hierarchy used for viewing the + non-ordered quantiles retained by a sketch.
    + +

    diff --git a/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedView.html b/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedView.html index dd244bcd1..be2b0792d 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedView.html +++ b/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedView.html @@ -224,7 +224,7 @@

    Uses of interface  DoublesSortedView -
    The Sorted View for quantiles of primitive type double.
    +
    The Sorted View for quantile sketches of primitive type double.
    diff --git a/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedViewIterator.html b/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedViewIterator.html index e620ce260..65aaa23a5 100644 --- a/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedViewIterator.html +++ b/docs/master/org/apache/datasketches/quantilescommon/class-use/SortedViewIterator.html @@ -3,7 +3,7 @@ -Uses of Interface org.apache.datasketches.quantilescommon.SortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) +Uses of Class org.apache.datasketches.quantilescommon.SortedViewIterator (datasketches-java 4.3.0-SNAPSHOT API) @@ -21,7 +21,7 @@