isarn-sketches-java

License	Apache-2.0
Categories	Java Languages
GroupId	org.isarnproject
ArtifactId	isarn-sketches-java
Last Version	0.3.0
Release Date	Jun 29, 2020
Type	jar
Description	isarn-sketches-java isarn-sketches-java
Project URL	https://github.com/isarn/isarn-sketches
Project Organization	org.isarnproject
Source Code Management	https://github.com/isarn/isarn-sketches

Download isarn-sketches-java

Filename	Size
isarn-sketches-java-0.3.0.pom
isarn-sketches-java-0.3.0.jar	6 KB
isarn-sketches-java-0.3.0-sources.jar	7 KB
isarn-sketches-java-0.3.0-javadoc.jar	27 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/org.isarnproject/isarn-sketches-java/ -->
<dependency>
    <groupId>org.isarnproject</groupId>
    <artifactId>isarn-sketches-java</artifactId>
    <version>0.3.0</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/org.isarnproject/isarn-sketches-java/
implementation 'org.isarnproject:isarn-sketches-java:0.3.0'

Gradle Kotlin

// https://jarcasting.com/artifacts/org.isarnproject/isarn-sketches-java/
implementation ("org.isarnproject:isarn-sketches-java:0.3.0")

Apache Buildr

'org.isarnproject:isarn-sketches-java:jar:0.3.0'

Apache Ivy

<dependency org="org.isarnproject" name="isarn-sketches-java" rev="0.3.0">
  <artifact name="isarn-sketches-java" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='org.isarnproject', module='isarn-sketches-java', version='0.3.0')
)

Scala SBT

libraryDependencies += "org.isarnproject" % "isarn-sketches-java" % "0.3.0"

Leiningen

[org.isarnproject/isarn-sketches-java "0.3.0"]

Dependencies

There are no dependencies for this project. It is a standalone project that does not depend on any other jars.

Project Modules

There are no modules declared in this project.

isarn-sketches

Sketching data structures

API documentation

• https://isarn.github.io/isarn-sketches/scala/api/
• https://isarn.github.io/isarn-sketches/java/api/

Compatibility

isarn-sketches can operate with Algebird via the isarn-sketches-algebird-api

isarn-sketches can also operate with Apache Spark via the isarn-sketches-spark library

How to use in your project

// isarn-sketches
libraryDependencies += "org.isarnproject" %% "isarn-sketches" % "0.3.0"

// isarn-sketches-java
libraryDependencies += "org.isarnproject" % "isarn-sketches-java" % "0.3.0"

t-digest

scala> import org.isarnproject.sketches.TDigest
import org.isarnproject.sketches.TDigest

scala> val data = Vector.fill(10000) { scala.util.Random.nextGaussian() }
data: scala.collection.immutable.Vector[Double] = Vector(1.6046163970051968, 0.44151418924289004, ...

scala> val sketch = TDigest.sketch(data)
sketch: org.isarnproject.sketches.TDigest = TDigest(0.5,0,74,TDigestMap(-3.819069044174932 -> (1.0, 1.0), ...

scala> sketch.cdf(0)
res0: Double = 0.4984362744530557

scala> sketch.cdfInverse(0.5)
res1: Double = 0.0038481195948969205

t-digest resources

• Original paper: Computing Extremely Accurate Quantiles Using t-Digests
• Video Talk: Sketching Data with T-Digest In Apache Spark

The Isarn Project

Enhancements to the Scala library ecosystem

Versions

Version
0.3.0 Jun 29, 2020
0.2.2 Mar 16, 2019
0.2.1 Mar 15, 2019
0.2.0 Mar 14, 2019