Author: gdfm
Date: Thu Jan 22 16:02:18 2015
New Revision: 1653925
URL: http://svn.apache.org/r1653925
Log:
test
Added:
incubator/samoa/index.html
Added: incubator/samoa/index.html
URL:
http://svn.apache.org/viewvc/incubator/samoa/index.html?rev=1653925&view=auto
==============================================================================
--- incubator/samoa/index.html (added)
+++ incubator/samoa/index.html Thu Jan 22 16:02:18 2015
@@ -0,0 +1,222 @@
+<!DOCTYPE html>
+<html lang="en">
+ <head>
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
+ <title>SAMOA by yahoo</title>
+ <link rel="icon" type="image/x-icon" href="/favicon.ico" />
+ <link type="text/css" href="css/pages.css" media="all" rel="stylesheet">
+ </head>
+
+ <body class="home ">
+
+
+<section id="hero-spot" class="hero-spot">
+
+ <h1>SAMOA</h1>
+ <h2>Scalable Advanced Massive Online Analysis</h2>
+ <h3>View on <a href="https://github.com/yahoo/samoa";>GitHub
<small>yahoo/samoa</small></a></h3>
+ <div id="slideshow">
+ <img src="images/slideshow/runtime.png" alt="Samoa" class="slide active"
height= "300" />
+ </div>
+</section>
+
+<section id="tutorial" class="next-steps">
+ <h1>SAMOA is distributed streaming machine learning (ML) framework that
contains a
+programing abstraction for distributed streaming ML algorithms.</h1>
+
+<h2>SAMOA enables development of new ML algorithms without dealing with
+the complexity of underlying streaming processing engines (SPE, such
+as Apache Storm and Apache S4). SAMOA users can develop
+distributed streaming ML algorithms once and execute the algorithms
+in multiple SPEs, i.e., code the algorithms once and execute them in multiple
SPEs.</h2>
+
+ <ul class="next-steps wrapper">
+ <li class="jekyll">
+ <a class="hero-octicon" href="#build">
+ <span class="mega-octicon octicon-pencil"></span>
+ </a>
+ <h4><a href="#build">Build SAMOA</a></h4>
+ <p> Build SAMOA for Apache Storm, Apache S4, or Local mode.</p>
+ </li>
+ <li class="custom-urls">
+ <a class=hero-octicon" href="#getting-started">
+ <span class="mega-octicon octicon-link"></span>
+ </a>
+ <h4><a href="#getting-started">Getting started!</a></h4>
+ <p>Hands-on with SAMOA: Getting Started in 5 minutes!</p>
+ </li>
+ <li class="guides">
+ <a class="hero-octicon" href="https://github.com/yahoo/samoa/wiki/";>
+ <span class="mega-octicon octicon-book"></span>
+ </a>
+ <h4><a href="https://github.com/yahoo/samoa/wiki/";>Documentation</a></h4>
+ <p>Learn how to use SAMOA in the various different ways possible. </p>
+
+ </li>
+ </ul>
+</section>
+
+<section class="tutorial">
+<h1>Slides</h1>
+<h2><a
href="https://speakerdeck.com/gdfm/samoa-a-platform-for-mining-big-data-streams";><img
src="https://camo.githubusercontent.com/28b855957bb777e130065cbd4b7ffd0434ae2ed2/687474703a2f2f7961686f6f2e6769746875622e696f2f73616d6f612f73616d6f612d736c696465732e6a7067";
alt="SAMOA Slides"
data-canonical-src="http://yahoo.github.io/samoa/samoa-slides.jpg";
style="max-width:100%;"></a></h2>
+<h2>G. De Francisci Morales <a
href="http://melmeric.files.wordpress.com/2013/04/samoa-a-platform-for-mining-big-data-streams.pdf";>SAMOA:
A Platform for Mining Big Data Streams</a>
+Keynote Talk at <a href="http://www.ramss.ws/2013/program/";>RAMSS '13</a>: 2nd
International Workshop on Real-Time Analysis and Mining of Social Streams WWW,
Rio De Janeiro, 2013.</h2>
+ </section>
+<section class="content">
+<h1>SAMOA Developer's Guide</h1>
+
+<h2><a href="SAMOA-Developers-Guide-0-0-1.pdf"><img
style="max-width:95%;border:3px solid black;"
src="http://yahoo.github.io/samoa/Manual.png"; alt="SAMOA Developer's guide"
height="250"> </a></h2>
+ </section><section class="tutorial">
+<h1>Contributors</h1>
+
+<h2><a href="contributors.html">List of contributors to the SAMOA
project</a>.</h2>
+ </section><section class="next-steps">
+<h1>License</h1>
+
+<h2>The use and distribution terms for this software are covered by the
+Apache License, Version 2.0 (<a
href="http://www.apache.org/licenses/LICENSE-2.0.html";>http://www.apache.org/licenses/LICENSE-2.0.html</a>).</h2>
+
+</section>
+
+<section id="build" class="tutorial">
+ <h1>Build SAMOA</h1>
+
+ <!-- ### Start of tutorials -->
+ <ul id="user-site" class="tutorial-list wrapper active">
+
+
+ <li id="terminal-step-1" class="option-terminal">
+ <h4>Apache Storm</h4>
+ <p>Go to the folder where you want to store your project, and clone the
new repository:</p>
+
+ <div class="terminal">
+ <div class="header"></div>
+ <div class="shell">
+ <p><span class="path">~</span><span class="prompt">$</span>git clone
[email protected]:yahoo/samoa.git</p>
+<p><span class="path">~</span><span class="prompt">$</span>cd samoa</p>
+<p><span class="path">~</span><span class="prompt">$</span>mvn -Pstorm
package</p>
+ </div>
+ </div>
+<p>The deployable jar for SAMOA will be in
<code>target/SAMOA-Storm-0.0.1-SNAPSHOT.jar</code>.</p>
+ </li>
+
+ <li id="terminal-step-1" class="option-terminal">
+ <h4>Apache S4</h4>
+ <p>If you want to compile SAMOA for S4, you will need to install the S4
dependencies
+manually as explained in <a
href="https://github.com/yahoo/samoa/wiki/Executing-SAMOA-with-Apache-S4";>Executing
SAMOA with Apache S4</a>.</p>
+<div class="terminal">
+ <div class="header"></div>
+ <div class="shell">
+ <p><span class="path">~</span><span class="prompt">$</span>git clone
[email protected]:yahoo/samoa.git</p>
+<p><span class="path">~</span><span class="prompt">$</span>cd samoa</p>
+<p><span class="path">~</span><span class="prompt">$</span>mvn -Ps4 package</p>
+ </div>
+ </div>
+<p>The deployable jar for SAMOA will be in
<code>target/SAMOA-S4-0.0.1-SNAPSHOT.jar</code>.</p>
+ </li>
+
+ <li id="terminal-step-1" class="option-terminal">
+ <h4>Local Test Mode</h4>
+<p>If you want to test SAMOA in a local environment, simply clone the
repository and install SAMOA.</p>
+<div class="terminal">
+ <div class="header"></div>
+ <div class="shell">
+ <p><span class="path">~</span><span class="prompt">$</span>git clone
[email protected]:yahoo/samoa.git</p>
+<p><span class="path">~</span><span class="prompt">$</span>cd samoa</p>
+<p><span class="path">~</span><span class="prompt">$</span>mvn package</p>
+ </div>
+ </div>
+<p>The deployable jar for SAMOA will be in
<code>target/SAMOA-Local-0.0.1-SNAPSHOT.jar</code>.</p>
+ </li>
+
+ </ul>
+ <!-- End of user site tutorial -->
+
+ </section>
+<section id="getting-started" class="tutorial">
+ <h1>Getting Started</h1>
+
+ <!-- ### Start of tutorials -->
+ <ul id="user-site" class="tutorial-list wrapper active">
+
+
+ <li id="terminal-step-1" class="option-terminal">
+ <h4>Download SAMOA</h4>
+ <div class="terminal">
+ <div class="header"></div>
+ <div class="shell">
+ <p><span class="path">~</span><span class="prompt">$</span>git clone
[email protected]:yahoo/samoa.git</p>
+<p><span class="path">~</span><span class="prompt">$</span>cd samoa</p>
+<p><span class="path">~</span><span class="prompt">$</span>mvn package</p>
+ </div>
+ </div>
+ </li>
+
+<li id="terminal-step-1" class="option-terminal">
+ <h4>Download the Forest CoverType dataset </h4>
+ <p>If you want to compile SAMOA for S4, you will need to install the S4
dependencies
+manually as explained in <a
href="https://github.com/yahoo/samoa/wiki/Executing-SAMOA-with-Apache-S4";>Executing
SAMOA with Apache S4</a>.</p>
+<div class="terminal">
+ <div class="header"></div>
+ <div class="shell">
+ <p><span class="path">~</span><span class="prompt">$</span>wget
"http://downloads.sourceforge.net/project/moa-datastream/Datasets/Classification/covtypeNorm.arff.zip";</p>
+<p><span class="path">~</span><span class="prompt">$</span>unzip
covtypeNorm.arff.zip </p>
+ </div>
+ </div>
+<p><em>Forest Covertype</em> contains the forest cover type for 30 x 30 meter
cells obtained from the US Forest Service (USFS) Region 2 Resource Information
System (RIS) data. It contains 581,012 instances and 54 attributes, and it has
been used in several articles on data stream classification.</p>
+ </li>
+
+ <li id="terminal-step-1" class="option-terminal">
+ <h4>Run an example</h4>
+<p>Classifying the CoverType dataset with the bagging algorithm</p>
+<div class="terminal">
+ <div class="header"></div>
+ <div class="shell">
+ <p><span class="path">~</span><span class="prompt">$</span>bin/samoa
local target/SAMOA-Local-0.0.1-SNAPSHOT.jar "PrequentialEvaluation -l
classifiers.ensemble.Bagging \
+ -s (ArffFileStream -f covtypeNorm.arff) -f 100000"</p>
+ </div>
+ </div>
+<p>The output will be a list of the evaluation results, plotted each 100,000
instances.</p>
+ </li>
+</ul>
+ </section>
+
+
+
+<script src="js/jquery.js"></script>
+<!--<script>window.slides = {"bower":"Bower","vht":"Vht",
"architecture":"Architecture"}</script>-->
+<script src="js/application.js"></script>
+
+
+<footer class="page-footer">
+ <ul class="site-footer-links right">
+ <li><a href="https://github.com/yahoo/samoa/zipball/master";>Download
<strong>ZIP File</strong></a></li>
+ <li><a href="https://github.com/yahoo/samoa/tarball/master";>Download
<strong>TAR Ball</strong></a></li>
+ <li><a href="https://github.com/yahoo/samoa";>View On
<strong>GitHub</strong></a></li>
+ </ul>
+
+ <a href="/">
+ <span class="mega-octicon octicon-mark-github"></span>
+ </a>
+
+ <ul class="site-footer-links">
+ <li>© 2014 <span>SAMOA</span></li>
+ <li><a href="#build">Build SAMOA</a></h4>
+ <li><a
href="https://github.com/yahoo/samoa/wiki/Getting%20Started";>Getting
started!</a></li>
+ <li><a href="https://github.com/yahoo/samoa/wiki/";>Documentation</a></li>
+ </ul>
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![http://yahoo.github.io/samoa/samoa-slides.jpg"](http://yahoo.github.io/samoa/samoa-slides.jpg"){kind=link}
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