Giter Club home page Giter Club logo

cloom's Introduction

cloom

Cloom is a header only c++ counting bloom filter implementation. You need to know that bloom filters are probabilistic datastructures, a check if a value is stored will result in the following answers

  • yes: the value is probably stored
  • no: the value is definitly not stored

Counting bloom filters use more main memory in contrast to pure bloom filters, however with counting bloom filteres it is also possible to remove values from the filter.

requirements

  • c++ compiler, e.g. gcc
  • scons

example

run scons to build the example, now you can run

./cloom
# output
# example cloom usage
# insert 123
# 123 in filter
# remove 123
# 123 NOT in filter
# ...

usage

You can simply include in your c++ application the header file:

#include "cloom.hpp"
...
// and create an instance
Cloom<int> cl(123);

// insert values
cl.insert(123);

// check if they are probably stored
if (cl.has(123)) {
    // probably 123 is stored in the bloom filter
}

// and remove them
cl.remove(123);

// or store to a file
cl.store("test.cl");

// or load from a file
cl.load("test.cl");

See main.cpp for more examples.

debug

For a debug build run

scons debug=1

cloom's People

Contributors

stg7 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Forkers

kaizhang15

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.