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<!doctype html>
<html class="no-js" lang="en" dir="ltr">
<head>
<meta name="generator" content="Hugo 0.110.0">
<meta charset="utf-8">
<meta http-equiv="x-ua-compatible" content="ie=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title> Roaring Bitmaps </title>
<link rel="icon" href="/roaring.jpg">
<link rel="stylesheet" href="https://roaringbitmap.org/css/foundation.css" type="text/css" media="screen">
<link rel="stylesheet" href="https://roaringbitmap.org/css/styles.css" type="text/css" media="screen">
</head>
<body>
<div class="off-canvas-wrapper"> <!-- Definition of global off canvas wrapper -->
<div class="off-canvas-wrapper-inner" data-off-canvas-wrapper> <!-- Definition of inner off canvas wrapper -->
<!-- Menu -->
<div class="off-canvas position-left" id="mobile-menu" data-off-canvas>
<ul>
<li><a class="nav-item" href="/about">About</a></li>
<li><a class="nav-item" href="/publications">Publications</a></li>
<li><a class="nav-item" href="/software">Software</a></li>
<li><a class="nav-item" href="/talks">Talks</a></li>
</ul>
</div>
<!-- Page Content -->
<div class="off-canvas-content" data-off-canvas-content>
<!-- Foundation Mobile Menu -->
<div class="titlebar show-for-small-only">
<div class="title-bar left">
<button class="menu-icon" type="button" data-open="mobile-menu"></button>
<span class="title-bar-title">MENU</span>
</div>
</div>
<!-- Partials that make up the site -->
<!-- BEGIN NAV BAR DESKTOP -->
<nav class="top-bar nav-desktop " style="background-repeat: no-repeat; background-position: 1% 1%; background-size: contain; background-image: url(/roaring.jpg);">
<div class="wrapper">
<div class="top-bar-left" >
<a href="https://roaringbitmap.org/"><h3 class="site-logo">Roaring Bitmaps</h3></a>
</div>
<div class="top-bar-right">
<ul class="menu horizontal menu-desktop">
<li><a class="nav-item" href="/about">About</a></li>
<li><a class="nav-item" href="/publications">Publications</a></li>
<li><a class="nav-item" href="/software">Software</a></li>
<li><a class="nav-item" href="/talks">Talks</a></li>
</ul>
</div>
</div>
</nav> <!-- END NAV BAR DESKTOP -->
<!-- BEGIN HERO PANEL -->
<section class="hero-panel">
<div class="wrapper">
<h1>A better compressed bitset</h1>
<p>Roaring bitmaps are compressed bitmaps. They can be hundreds of times faster.</p>
<a href="https://arxiv.org/pdf/1603.06549.pdf" class="button primary">Grab one of our research papers</a>
<a href="https://github.com/RoaringBitmap/" class="button success">Roaring Bitmaps on GitHub</a>
</div>
</section> <!-- END HERO PANEL -->
<!-- BEGIN MAIN CONTENT -->
<section class="main-content">
<div class="wrapper row">
<div class="small-12 medium-6 column content-one">
<h1>Widely used</h1>
<p><p>Roaring is found in</p>
<ul>
<li><a href="https://research.google/pubs/pub48388/">Google Procella</a>: YouTube’s SQL Engine,</li>
<li><a href="http://lucene.apache.org/core/">Apache Lucene</a> and derivative systems such as Solr and <a href="https://www.elastic.co">Elasticsearch</a>,</li>
<li><a href="http://druid.io/">Apache Druid</a>,</li>
<li><a href="http://spark.apache.org">Apache Spark</a>,</li>
<li><a href="http://hive.apache.org">Apache Hive</a>,</li>
<li><a href="http://tez.apache.org">Apache Tez</a>,</li>
<li><a href="https://zeppelin.apache.org">Apache Zeppelin</a>,</li>
<li><a href="http://doris.incubator.apache.org">Apache Doris</a>,</li>
<li><a href="https://carbondata.apache.org">Apache CarbonData</a>,</li>
<li><a href="https://clickhouse.com">ClickHouse</a>,</li>
<li><a href="https://github.com/Netflix/atlas">Netflix Atlas</a>,</li>
<li><a href="https://pinot.apache.org">Apache Pinot</a>,</li>
<li><a href="http://www.opensearchserver.com">OpenSearchServer</a>,</li>
<li><a href="https://github.com/jpillora/cloud-torrent">Cloud Torrent</a>,</li>
<li><a href="https://pypi.python.org/pypi/Whoosh/">Whoosh</a>,</li>
<li><a href="https://www.influxdata.com">InfluxDB</a>,</li>
<li><a href="https://www.pilosa.com/">Pilosa</a>,</li>
<li><a href="http://www.blevesearch.com">Bleve</a>,</li>
<li><a href="https://www.visualstudio.com/team-services/">Microsoft Visual Studio Team Services (VSTS)</a>,</li>
<li><a href="https://github.com/Intel-bigdata/OAP">Intel’s Optimized Analytics Package (OAP)</a>,</li>
<li><a href="https://github.com/jtablesaw/tablesaw">Tablesaw</a>,</li>
<li><a href="https://github.com/jivesoftware/miru">Jive Miru</a>,</li>
<li><a href="https://github.com/gchq/Gaffer">Gaffer</a>,</li>
<li><a href="http://hivemall.incubator.apache.org">Apache Hivemall</a>,</li>
<li><a href="https://github.com/lindb/lindb">lindb</a>,</li>
<li><a href="https://github.com/deepfabric/elasticell">Elasticell</a>,</li>
<li><a href="https://github.com/sourcegraph/sourcegraph">SourceGraph</a>,</li>
<li><a href="https://github.com/m3db/m3">M3</a>,</li>
<li><a href="https://github.com/polarsignals/frostdb">FrostDB</a>,</li>
<li><a href="https://github.com/StarRocks/starrocks">StarRocks</a>,</li>
<li><a href="https://github.com/redpanda-data/redpanda">Redpanda</a>,</li>
<li><a href="https://github.com/NetApp/trident">trident</a>,</li>
<li>Circonus’ <a href="https://www.circonus.com/2017/01/introducing-irondb/">IRONdb time-series database</a>,</li>
<li><a href="http://kylin.io">Apache Kylin</a>.</li>
</ul>
</p>
</div>
<div class="small-12 medium-6 column content-two">
<h1>Portable</h1>
<p><p>There are freely available software libraries providing Roaring bitmaps in almost all the popular programming languages:</p>
<ul>
<li><a href="https://github.com/lemire/RoaringBitmap/">Java</a>,</li>
<li><a href="https://github.com/RoaringBitmap/CRoaring">C, C++</a>,</li>
<li><a href="https://github.com/RoaringBitmap/roaring">Go</a>,</li>
<li><a href="https://github.com/RogueException/CRoaring.Net">C#</a>,</li>
<li><a href="https://github.com/RoaringBitmap/SwiftRoaring">Swift</a>,</li>
<li><a href="https://github.com/saulius/croaring-rs">Rust wrapper</a>,</li>
<li><a href="https://github.com/RoaringBitmap/roaring-rs">Rust port</a>,</li>
<li><a href="https://github.com/piotte13/SwiftRoaring">Swift</a>,</li>
<li><a href="https://github.com/Ezibenroc/PyRoaringBitMap">Python</a>,</li>
<li><a href="https://github.com/SalvatorePreviti/roaring-node">Node/JavaScript</a>,</li>
<li><a href="https://github.com/yuce/droaring">D</a>,</li>
<li>…</li>
</ul>
<p>There is a serialized <a href="https://github.com/RoaringBitmap/RoaringFormatSpec/">format specification</a> for interoperability between implementations.</p>
</p>
</div>
</div>
</section> <!-- END MAIN CONTENT -->
<!-- BEGIN FOOTER -->
<footer>
<div class="wrapper row small-up-1 medium-up-3">
<div class="column">
<a href="mailto:lemire@gmail.com">Get in touch</a>
</div>
<div class="column">
<h4>Links</h4>
<hr>
<a class="nav-item" href="/about">About</a>
<a class="nav-item" href="/publications">Publications</a>
<a class="nav-item" href="/software">Software</a>
<a class="nav-item" href="/talks">Talks</a>
</div>
<div class="column">
<h4>Social</h4>
<hr>
<a class="nav-item" href="http://github.com/RoaringBitmap">Github</a>
<a class="nav-item" href="https://groups.google.com/forum/#!forum/roaring-bitmaps">Google Groups</a>
</div>
</div>
</footer> <!-- END FOOTER -->
</div> <!-- End page content menu wrapper -->
</div> <!-- End of global off canvas inner wrapper -->
</div> <!-- End of global off canvas wrapper -->
<!-- JS includes -->
<script src="https://roaringbitmap.org/js/jquery.js"></script>
<script src="https://roaringbitmap.org/js/what-input.js"></script>
<script src="https://roaringbitmap.org/js/foundation.js"></script>
<script src="https://roaringbitmap.org/js/app.js"></script>
</body>
</html>