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authorAnkur Dave <ankurdave@apache.org>2014-05-31 03:21:26 +0000
committerAnkur Dave <ankurdave@apache.org>2014-05-31 03:21:26 +0000
commit43588164336771f787d0d2cdf79f0d50ac828af4 (patch)
tree0152873c704f691ccbb0040a498ab4481ce5ddd5 /site/graphx
parente7d788ef5ba171f29174701e6e71b1dbd8b0bd5a (diff)
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+ <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>
+ GraphX | Apache Spark
+
+ </title>
+
+
+
+ <!-- Bootstrap core CSS -->
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+ <![endif]-->
+</head>
+
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+
+<div class="container" style="max-width: 1200px;">
+
+<div class="masthead">
+
+ <p class="lead">
+ <a href="/">
+ <img src="/images/spark-logo.png"
+ style="height:100px; width:auto; vertical-align: bottom; margin-top: 20px;"></a>
+ <a href="#"><span class="subproject">
+ GraphX
+ </span></a>
+ </p>
+
+</div>
+
+<nav class="navbar navbar-default" role="navigation">
+ <!-- Brand and toggle get grouped for better mobile display -->
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+ <button type="button" class="navbar-toggle" data-toggle="collapse"
+ data-target="#navbar-collapse-1">
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+ <!-- Collect the nav links, forms, and other content for toggling -->
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+ <ul class="nav navbar-nav">
+ <li><a href="/downloads.html">Download</a></li>
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">
+ Related Projects <b class="caret"></b>
+ </a>
+ <ul class="dropdown-menu">
+
+ <li><a href="/">Apache Spark</a></li>
+
+ <li><a href="http://shark.cs.berkeley.edu">Shark (SQL)</a></li>
+ <li><a href="/streaming/">Spark Streaming</a></li>
+ <li><a href="/mllib/">MLlib (machine learning)</a></li>
+ <li><a href="/graphx/">GraphX (graph)</a></li>
+ </ul>
+ </li>
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">
+ Documentation <b class="caret"></b>
+ </a>
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+ <li><a href="/documentation.html">Overview</a></li>
+ <li><a href="/docs/latest/">Latest Release</a></li>
+ <li><a href="/examples.html">Examples</a></li>
+ </ul>
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+ Community <b class="caret"></b>
+ </a>
+ <ul class="dropdown-menu">
+ <li><a href="/community.html">Mailing Lists</a></li>
+ <li><a href="/community.html#events">Events and Meetups</a></li>
+ <li><a href="/community.html#history">Project History</a></li>
+ <li><a href="https://cwiki.apache.org/confluence/display/SPARK/Powered+By+Spark">Powered By</a></li>
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+</nav>
+
+
+<div class="row">
+ <div class="col-md-3 col-md-push-9">
+ <div class="news" style="margin-bottom: 20px;">
+ <h5>Latest News</h5>
+ <ul class="list-unstyled">
+
+ <li><a href="/news/spark-1-0-0-released.html">Spark 1.0.0 released</a>
+ <span class="small">(May 30, 2014)</span></li>
+
+ <li><a href="/news/spark-summit-agenda-posted.html">Spark Summit agenda posted</a>
+ <span class="small">(May 11, 2014)</span></li>
+
+ <li><a href="/news/spark-0-9-1-released.html">Spark 0.9.1 released</a>
+ <span class="small">(Apr 09, 2014)</span></li>
+
+ <li><a href="/news/submit-talks-to-spark-summit-2014.html">Submissions and registration open for Spark Summit 2014</a>
+ <span class="small">(Mar 20, 2014)</span></li>
+
+ </ul>
+ <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
+ </div>
+ <div class="hidden-xs hidden-sm">
+ <a href="/downloads.html" class="btn btn-success btn-lg btn-block" style="margin-bottom: 30px;">
+ Download Spark
+ </a>
+ <p style="font-size: 16px; font-weight: 500; color: #555;">
+ Related Projects:
+ </p>
+ <ul class="list-narrow">
+
+ <li><a href="/">Apache Spark</a></li>
+
+ <li><a href="http://shark.cs.berkeley.edu">Shark (SQL)</a></li>
+ <li><a href="/streaming/">Spark Streaming</a></li>
+ <li><a href="/mllib/">MLlib (machine learning)</a></li>
+ <li><a href="/graphx/">GraphX (graph)</a></li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="col-md-9 col-md-pull-3">
+ <div class="jumbotron">
+ <b>GraphX</b> is Apache Spark's API for graphs and graph-parallel computation.
+</div>
+
+<div class="row row-padded">
+ <div class="col-md-7 col-sm-7">
+ <h2>Flexibility</h2>
+ <p class="lead">
+ Seamlessly work with both graphs and collections.
+ </p>
+ <p>
+ GraphX unifies ETL, exploratory analysis, and iterative graph computation within a single system. You can <a href="/docs/latest/graphx-programming-guide.html#the-property-graph">view</a> the same data as both graphs and collections, <a href="/docs/latest/graphx-programming-guide.html#property-operators">transform</a> and <a href="/docs/latest/graphx-programming-guide.html#join-operators">join</a> graphs with RDDs efficiently, and write custom iterative graph algorithms using the <a href="/docs/latest/graphx-programming-guide.html#pregel-api">Pregel API</a>.
+ </p>
+ </div>
+ <div class="col-md-5 col-sm-5 col-padded-top col-center">
+
+ <div style="margin-top: 15px; text-align: left; display: inline-block;">
+ <div class="code">
+ graph = <span class="sparkop">Graph</span>(vertices, edges)<br />
+ messages = spark.textFile(<span class="string">"hdfs://..."</span>)<br />
+ graph2 = graph.<span class="sparkop">joinVertices</span>(messages) {<br />
+ &nbsp;&nbsp;<span class="closure">(id, vertex, msg) =&gt; ...</span><br />
+ }
+ </div>
+ <div class="caption">Using GraphX in Scala</div>
+ </div>
+ </div>
+</div>
+
+<div class="row row-padded">
+ <div class="col-md-7 col-sm-7">
+ <h2>Speed</h2>
+ <p class="lead">
+ Comparable performance to the fastest specialized graph processing systems.
+ </p>
+ <p>
+ GraphX competes on performance with the fastest graph systems while retaining Spark's flexibility, fault tolerance, and ease of use.
+ </p>
+ </div>
+ <div class="col-md-5 col-sm-5 col-padded-top col-center">
+ <div style="width: 100%; max-width: 272px; display: inline-block; text-align: center; padding:0;">
+ <img src="/images/graphx-perf-comparison.png" style="width: 60%; max-width: 250px;" />
+ <div class="caption" style="min-width: 272px;">End-to-end PageRank performance (20 iterations, 3.7B edges)</div>
+ </div>
+ </div>
+</div>
+
+<div class="row row-padded">
+ <div class="col-md-7 col-sm-7">
+ <h2>Algorithms</h2>
+ <p class="lead">
+ Choose from a growing library of graph algorithms.
+ </p>
+ <p>In addition to a <a href="/docs/latest/graphx-programming-guide.html#graph-operators">highly flexible API</a>, GraphX comes with a variety of graph algorithms, many of which were contributed by our users.</p>
+ </div>
+ <div class="col-md-5 col-sm-5 col-padded-top">
+ <ul class="list-narrow">
+ <li>PageRank</li>
+ <li>Connected components</li>
+ <li>Label propagation</li>
+ <li>SVD++</li>
+ <li>Strongly connected components</li>
+ <li>Triangle count</li>
+ </ul>
+ </div>
+</div>
+
+<div class="row">
+ <div class="col-md-6 col-padded">
+ <h3>Community</h3>
+ <p>
+ GraphX is developed as part of the Apache Spark project. It thus gets
+ tested and updated with each Spark release.
+ </p>
+ <p>
+ If you have questions about the library, ask on the
+ <a href="/community.html#mailing-lists">Spark mailing lists</a>.
+ </p>
+ <p>
+ GraphX is in the alpha stage and welcomes contributions. If you'd like to submit a change to GraphX,
+ read <a href="https://cwiki.apache.org/confluence/display/SPARK/Contributing+to+Spark">how to
+ contribute to Spark</a> and send us a patch!
+ </p>
+ </div>
+
+ <div class="col-md-6 col-padded">
+ <h3>Getting Started</h3>
+ <p>
+ To get started with GraphX:
+ </p>
+ <ul class="list-narrow">
+ <li><a href="/downloads.html">Download Spark</a>. GraphX is included as a module.</li>
+ <li>Read the <a href="/docs/latest/graphx-programming-guide.html">GraphX guide</a>, which includes
+ usage examples.</li>
+ <li>Learn how to <a href="/docs/latest/#launching-on-a-cluster">deploy</a> Spark on a cluster
+ if you'd like to run in distributed mode. You can also run locally on a multicore machine
+ without any setup.
+ </li>
+ </ul>
+ </div>
+</div>
+
+<div class="row">
+ <div class="col-sm-12 col-center">
+ <a href="/downloads.html" class="btn btn-success btn-lg btn-multiline">
+ Download Spark<br /><span class="small">Includes GraphX</span>
+ </a>
+ </div>
+</div>
+
+ </div>
+</div>
+
+
+
+<footer class="small">
+ <hr>
+ Apache Spark, Spark, Apache, and the Spark logo are trademarks of
+ <a href="http://www.apache.org">The Apache Software Foundation</a>.
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