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DataSketches Core Java Component
This is the core Java component of the DataSketches library. It contains all of the sketching algorithms and can be accessed directly from user applications. This component is also is a dependency of other components of the library that create adaptors for target systems, such as Hadoop Pig and Hadoop Hive. Please refer to our website for more comprehensive information about the various sketching algorithms and how to use them.
Note that we have a parallel core component for C++ and Python implementations of the same sketch algorithms, incubator-datasketches-cpp.
Documentation
DataSketches Library Website
Java Core Overview
Java Core Javadocs
Downloading Latest Release
NOTE: This component accesses resource files for testing. As a result, the directory elements of the full absolute path of the target installation directory must qualify as Java identifiers. In other words, the directory elements must not have any space characters (or non-Java identifier characters) in any of the path elements.
This is required by the Oracle Java Specification in order to ensure location-independent access to resources: See Oracle Location-Independent Access to Resources
Zip File from www.apache.org/dist
Jar Files from Maven Central
GitHub Releases
Downloading Earlier Releases
Zip File from archive.apache.org/dist
Build Instructions
JDK8 is required to compile
This DataSketches component is pure Java and you must compile using JDK 8.
Recommended Build Tool
This DataSketches component is structured as a Maven project and Maven is the recommended Build Tool.
There are two types of tests: normal unit tests and tests run by the strict profile.
To run normal unit tests:
To run the strict profile tests:
$ mvn clean test -P strict
To install jars built from the downloaded source:
$ mvn clean install -DskipTests=true
This will create the following jars:
- datasketches-java-X.Y.Z-incubating.jar The compiled main class files.
- datasketches-java-X.Y.Z-incubating-tests.jar The compiled test class files.
- datasketches-java-X.Y.Z-incubating-sources.jar The main source files.
- datasketches-java-X.Y.Z-incubating-test-sources.jar The test source files
- datasketches-java-X.Y.Z-incubating-javadoc.jar The compressed Javadocs.
Dependencies
Run-time
There is one run-time dependency:
- org.apache.datasketches : datasketches-memory
Testing
See the pom.xml file for test dependencies.
How to Contact Us
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We have two ASF the-ASF.slack.com slack channels:
- datasketches -- general user questions
- datasketches-dev -- similar to our Apache Developers Mail list, except more interactive, but not as easily searchable.
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For bugs and performance issues: Issues for datasketches-java
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For general questions about using the library please subscribe: Users Mail List
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If you are interested in contributing please subscribe: Developers Mail list