Giter Club home page Giter Club logo

zero-allocation-hashing's Introduction

Zero-allocation Hashing

Build Status Maven Central

This project provides the API (JavaDocs) for hashing any sequences of bytes in Java, including all kinds of primitive arrays, buffers, CharSequences and more. Java 6+. Apache 2.0 licence.

The key design goal, distinguishing this project from, for example, Guava hashing: this API ease implementing hashing algorithms which don't do a single allocation during hash computation for any input, and without using ThreadLocal.

Also, the API attemps to be agile enough in byte order treatment, favoring native access, but allowing the hash function implementation be platform-endianness-agnostic. On the other hand, it allows to "fool" the existing implementation, even sealed for one byte order, feeding data in different byte order and obtain consistent results, only moderately compromising performance.

Currently long-valued hash function interface is defined, with a plenty of shipped implementations:

  • xxHash.

  • Two algorithms from FarmHash: farmhashna (introduced in FarmHash 1.0) and farmhashuo (introduced in FarmHash 1.1).

  • CityHash, version 1.1 (latest; 1.1.1 is a C++ language-specific maintenance release).

  • MurmurHash3.

These implementations are thought to be independent from the native byte order. They are thoroughly tested with JDK 6, 7 and 8, but only on little-endian platform.

Performance

Tested on Intel Core i7-4870HQ CPU @ 2.50GHz

Algorithm Speed, GB/s Bootstrap, ns
xxHash 9.5 6
FarmHash na 9.0 6
FarmHash uo 7.2 7
CityHash 7.0 7
MurmurHash 5.3 12

To sum up,

When to use this project

  • You need to hash plain byte sequences, memory blocks or "flat" objects.
  • You like zero-allocation and pretty good performance (at Java scale).
  • You need hashing to be agile in questions related to byte ordering.

When not to use:

  • You need to hash POJOs whose actual data is scattered in memory between managed objects. There is no simple way to hash, for example, instances of such class:

     class Person {
         String givenName, surName;
         int salary;
     }

    using the API provided by this project.

  • You need to hash byte sequences of beforehand unknown length, for the simpliest example, Iterator<Byte>.

  • You need to transform the byte sequence (e. g. encode or decode it with a specific coding), and hash the resulting byte sequence on the way without dumping it to memory.

Quick start

Gradle:

dependencies {
    compile 'net.openhft:zero-allocation-hashing:0.8'
}

Or Maven:

<dependency>
  <groupId>net.openhft</groupId>
  <artifactId>zero-allocation-hashing</artifactId>
  <version>0.8</version>
</dependency>

In Java:

long hash = LongHashFunction.xx().hashChars("hello");

See JavaDocs for more information.

Contributions are most welcome!

See the list of open issues.

zero-allocation-hashing's People

Contributors

alexander-- avatar hft-team-city avatar leventov avatar qwwdfsad avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.