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class="af-front-top container"> + <div class="row"> + <div class="col-md-12"> + <img class="af-front-top-logo img-responsive" src="img/main/logo_500.png" width="80%" alt="Apache Flink Logo" /> + <h1 class="af-front-top-headline1"> + Apache Flink + </h1> + <h3 class="af-front-top-headline2"> + Fast and reliable large-scale data processing engine + </h3> + </div> + </div> + </div> + + <div class="af-front-top-buttons"> + <div class="container"> + <div class="row"> + <div class="col-md-6 col-md-offset-3"> + <div class="row"> + <div class="col-md-6"> + <a href="downloads.html#stable" title="Download 0.8.1" class="af-btn af-btn-large af-btn-orange"> + Download 0.8.1 (Stable) + </a> + </div> + <div class="col-md-6"> + <a href="downloads.html#preview" title="Download 0.9.0-milestone-1" class="af-btn af-btn-large af-btn-blue"> + Download 0.9.0 (Preview) + </a> + </div> + </div> + </div> + </div> + </div> + </div> + </div> + + <!-- Front Page Icons --> + <section id="af-assets"> + <div class="container"> + <div class="row"> + <div class="col-md-4 af-asset"> + <div class="af-asset-img"> + <a href="#af-fast"><img class="img-responsive" src="img/main/assets/fast-icon.png" alt="Apache Flink is Fast" /></a> + </div> + <h4 class="af-asset-heading">Fast</h4> + <p class="af-asset-description"> + State-of-the art performance exploiting in-memory processing and data streaming. + </p> + </div> + <div class="col-md-4 af-asset"> + <div class="af-asset-img"> + <a href="#af-reliable"><img class="img-responsive" src="img/main/assets/reliable-icon.png" alt="Apache Flink is Reliable" /></a> + </div> + <h4 class="af-asset-heading">Reliable</h4> + <p class="af-asset-description"> + Flink is designed to perform very well even when the cluster's memory runs out. + </p> + </div> + <div class="col-md-4 af-asset"> + <div class="af-asset-img"> + <a href="#af-expressive"><img class="img-responsive" src="img/main/assets/expressive-icon.png" alt="Apache Flink is Expressive" /></a> + </div> + <h4 class="af-asset-heading">Expressive</h4> + <p class="af-asset-description"> + Write beautiful, type-safe code in Java and Scala. Execute it on a cluster. + </p> + </div> + </div> + <div class="row af-section-row"> + <div class="col-md-4 af-asset"> + <div class="af-asset-img"> + <a href="#af-easy"><img class="img-responsive" src="img/main/assets/easy-icon.png" alt="Apache Flink is Easy to use" /></a> + </div> + <h4 class="af-asset-heading">Easy to use</h4> + <p class="af-asset-description"> + Few configuration parameters required. Cost-based optimizer built in. + </p> + </div> + <div class="col-md-4 af-asset"> + <div class="af-asset-img"> + <a href="#af-reliable"><img class="img-responsive" src="img/main/assets/scalable-icon.png" alt="Apache Flink is Scalable" /></a> + </div> + <h4 class="af-asset-heading">Scalable</h4> + <p class="af-asset-description"> + Tested on clusters of 100s of machines, Google Compute Engine, and Amazon EC2. + </p> + </div> + <div class="col-md-4 af-asset"> + <div class="af-asset-img"> + <a href="#af-hadoop"><img class="img-responsive" src="img/main/assets/hadoop-icon.png" alt="Apache Flink is Hadoop integrated" /></a> + </div> + <h4 class="af-asset-heading">Hadoop-compatible</h4> + <p class="af-asset-description"> + Flink runs on YARN and HDFS and has a Hadoop compatibility package. + </p> + </div> + </div> + </div> + </section> <!-- /.Front Page Icons --> + + <a id="af-fast"><section id="af-fast" class="af-section af-colored"></a> + <div class="container"> + <div class="row"> + <div class="col-md-5"> + <h3 class="af-heading3">Fast</h3> + <p>Flink exploits in-memory data streaming and integrates iterative processing deeply into the system runtime.</p> + <p>This makes the system extremely fast for data-intensive and iterative jobs.</p> + </div> + <div class="col-md-6 col-md-offset-1"> + <img class="img-responsive af-section-img" src="img/main/section/pagerank.png" alt="Apache Flink is Fast" /> + </div> + </div> + </div> + </section> + + <a id="af-reliable"><section id="af-reliable" class="af-section"></a> + <div class="container"> + <div class="row"> + <div class="col-md-6"> + <img class="img-responsive af-section-img" src="img/main/section/grep.png" width="90%" alt="Apache Flink is Reliable" /> + </div> + <div class="col-md-5"> + <h3 class="af-heading3">Reliable and Scalable</h3> + <p>Flink is designed to perform well when memory runs out.</p> + <p>Flink contains its own memory management component, serialization framework, and type inference engine.</p> + <p>Tested in clusters of 100s of nodes, Amazon EC2, and Google Compute Engine.</p> + </div> + </div> + </div> + </section> + + <a id="af-expressive"><section id="af-expressive" class="af-section af-colored"></a> + <div class="container"> + <div class="row"> + <div class="col-md-5"> + <h3 class="af-heading3">Expressive</h3> + <p>Write beautiful, type-safe, and maintainable code in Java or Scala. + Execute it on a cluster.</p> + <p>You can use native Java and Scala data types without packing them into key-value pairs, logical field addressing, and a wealth of operators.</p> + </div> + <div class="col-md-6 col-md-offset-1"> + <p>Word Count in Flink's Scala API</p> +<div class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">case</span> <span class="k">class</span> <span class="nc">Word</span> <span class="o">(</span><span class="n">word</span><span class="k">:</span> <span class="kt">String</span><span class="o">,</span> <span class="n">frequency</span><span class="k">:</span> <span class="kt">Int</span><span class="o">)</span> + +<span class="k">val</span> <span class="n">counts</span> <span class="k">=</span> <span class="n">text</span> + <span class="o">.</span><span class="n">flatMap</span> <span class="o">{</span><span class="n">line</span> <span class="k">=></span> <span class="n">line</span><span class="o">.</span><span class="n">split</span><span class="o">(</span><span class="s">" "</span><span class="o">).</span><span class="n">map</span><span class="o">(</span><span class="n">word</span> <span class="k">=></span> <span class="nc">Word</span><span class="o">(</span><span class="n">word</span><span class="o">,</span><span class="mi">1</span><span class="o">))}</span> + <span class="o">.</span><span class="n">groupBy</span><span class="o">(</span><span class="s">"word"</span><span class="o">).</span><span class="n">sum</span><span class="o">(</span><span class="s">"frequency"</span><span class="o">)</span></code></pre></div> + <p>Transitive Closure</p> +<div class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">case</span> <span class="k">class</span> <span class="nc">Path</span> <span class="o">(</span><span class="n">from</span><span class="k">:</span> <span class="kt">Long</span><span class="o">,</span> <span class="n">to</span><span class="k">:</span> <span class="kt">Long</span><span class="o">)</span> + +<span class="k">val</span> <span class="n">tc</span> <span class="o">=</span> <span class="n">edges</span><span class="o">.</span><span class="n">iterate</span><span class="o">(</span><span class="mi">10</span><span class="o">)</span> <span class="o">{</span> <span class="n">paths</span><span class="k">:</span> <span class="kt">DataSet</span><span class="o">[</span><span class="kt">Path</span><span class="o">]</span> <span class="k">=></span> + <span class="k">val</span> <span class="n">next</span> <span class="k">=</span> <span class="n">paths</span> + <span class="o">.</span><span class="n">join</span><span class="o">(</span><span class="n">edges</span><span class="o">).</span><span class="n">where</span><span class="o">(</span><span class="s">"to"</span><span class="o">).</span><span class="n">equalTo</span><span class="o">(</span><span class="s">"from"</span><span class="o">)</span> <span class="o">{</span> + <span class="o">(</span><span class="n">path</span><span class="o">,</span> <span class="n">edge</span><span class="o">)</span> <span class="k">=></span> <span class="nc">Path</span><span class="o">(</span><span class="n">path</span><span class="o">.</span><span class="n">from</span><span class="o">,</span> <span class="n">edge</span><span class="o">.</span><span class="n">to</span><span class="o">)</span> + <span class="o">}</span> + <span class="o">.</span><span class="n">union</span><span class="o">(</span><span class="n">paths</span><span class="o">).</span><span class="n">distinct</span><span class="o">()</span> + <span class="n">next</span> +<span class="o">}</span></code></pre></div> </div> + </div> + </div> + </section> + + <a id="af-easy"><section id="af-easy" class="af-section"></a> + <div class="container"> + <div class="row"> + <div class="col-md-6"> + <img class="img-responsive af-section-img" src="img/main/section/optimizer-visual.png" width="80%" alt="Apache Flink is Easy to use" /> + </div> + <div class="col-md-5"> + <h3 class="af-heading3">Easy to use</h3> + <p>Flink requires few configuration parameters. 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