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+<!DOCTYPE html><html><head><title>Installing Apache PredictionIO 
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class="last">Installing Apache PredictionIO 
(incubating)</span></li></ul></div><div id="page-title"><h1>Installing Apache 
PredictionIO (incubating)</h1>
 </div></div><div id="table-of-content-wrapper"><h5>On this page</h5><aside 
id="table-of-contents"><ul> <li> <a href="#prerequisites">Prerequisites</a> 
</li> <li> <a href="#installing-apache-predictionio-incubating">Installing 
Apache PredictionIO (incubating)</a> </li> </ul> </aside><hr/><a 
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class="spacer">&gt;</span></li><li><span class="last">Installing Apache 
PredictionIO (incubating)</span></li></ul></div><div 
id="page-title"><h1>Installing Apache PredictionIO 
(incubating)</h1></div></div><div class="content"><h2 id='prerequisites' 
class='header-anchors'>Prerequisites</h2><p>It is <strong>very 
important</strong> to meet the minimum ver
 sion of the following technologies that power Apache PredictionIO 
(incubating).</p> <ul> <li>Apache Hadoop 2.4.0 (optional, required only if YARN 
and HDFS are needed)</li> <li>Apache Spark 1.4.0 for Hadoop 2.4</li> <li>Java 
SE Development Kit 7</li> </ul> <p>and one of the following sets:</p> <ul> 
<li>PostgreSQL 9.1</li> </ul> <p>or</p> <ul> <li>MySQL 5.1</li> </ul> <p>or</p> 
<ul> <li>Apache HBase 0.98.6</li> <li>Elasticsearch 1.4.0</li> </ul> <p>If you 
are running on a single machine, we recommend a minimum of 2GB memory.</p><div 
class="alert-message info"><p>If you are using Linux, Apache Spark local mode, 
which is the default operation mode without further configuration, may not 
work. In that case, configure your Apache Spark to run in <a 
href="http://spark.apache.org/docs/latest/spark-standalone.html";>standalone 
cluster mode</a>.</p></div><h2 id='installing-apache-predictionio-(incubating)' 
class='header-anchors'>Installing Apache PredictionIO 
(incubating)</h2><p>Apache Predicti
 onIO (incubating) runs on a Java virtual machine, so it runs on most 
platforms. Choose your platform below:</p> <ul> <li><a 
href="/install/install-sourcecode/">Installing Apache PredictionIO (incubating) 
from Source Code</a></li> </ul> <p>You may also use one of the 
community-contributed packages to install Apache PredictionIO (incubating):</p> 
<ul> <li><a 
href="/community/projects/#docker-installation-for-predictionio">Installing 
Apache PredictionIO (incubating) with Docker</a></li> </ul> <div 
class="alert-message warning"><p><strong>0.8.2 contains schema changes from the 
previous versions, if you have installed the previous versions, you may need to 
clear both HBase and Elasticsearch. See more <a 
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class="level-2"><a class="final" href="/install/"><span>Installing Apache 
PredictionIO (incubating)</span></a></li><li class="level-2"><a class="final" 
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SDKs</span></a></li></ul></li></ul></li><li class="level-1"><a 
class="expandible" href="#"><span>Deploying an Engine</span></a><ul><li 
class="level-2"><a class="final" href="/deploy/"><span>Deploying as a Web 
Service</span></a></li><li class="leve
 l-2"><a class="final" href="/cli/#engine-commands"><span>Engine Command-line 
Interface</span></a></li><li class="level-2"><a class="final" 
href="/deploy/monitoring/"><span>Monitoring Engine</span></a></li><li 
class="level-2"><a class="final" href="/deploy/engineparams/"><span>Setting 
Engine Parameters</span></a></li><li class="level-2"><a class="final" 
href="/deploy/enginevariants/"><span>Deploying Multiple Engine 
Variants</span></a></li></ul></li><li class="level-1"><a class="expandible" 
href="#"><span>Customizing an Engine</span></a><ul><li class="level-2"><a 
class="final" href="/customize/"><span>Learning DASE</span></a></li><li 
class="level-2"><a class="final" href="/customize/dase/"><span>Implement 
DASE</span></a></li><li class="level-2"><a class="final" 
href="/customize/troubleshooting/"><span>Troubleshooting Engine 
Development</span></a></li><li class="level-2"><a class="final" 
href="/api/current/#package"><span>Engine Scala 
APIs</span></a></li></ul></li><li class="level-1"><
 a class="expandible" href="#"><span>Collecting and Analyzing 
Data</span></a><ul><li class="level-2"><a class="final" 
href="/datacollection/"><span>Event Server Overview</span></a></li><li 
class="level-2"><a class="final" href="/cli/#event-server-commands"><span>Event 
Server Command-line Interface</span></a></li><li class="level-2"><a 
class="final" href="/datacollection/eventapi/"><span>Collecting Data with 
REST/SDKs</span></a></li><li class="level-2"><a class="final" 
href="/datacollection/eventmodel/"><span>Events Modeling</span></a></li><li 
class="level-2"><a class="final" 
href="/datacollection/webhooks/"><span>Unifying Multichannel Data with 
Webhooks</span></a></li><li class="level-2"><a class="final" 
href="/datacollection/channel/"><span>Channel</span></a></li><li 
class="level-2"><a class="final" 
href="/datacollection/batchimport/"><span>Importing Data in 
Batch</span></a></li><li class="level-2"><a class="final" 
href="/datacollection/analytics/"><span>Using Analytics Tools</span>
 </a></li></ul></li><li class="level-1"><a class="expandible" 
href="#"><span>Choosing an Algorithm(s)</span></a><ul><li class="level-2"><a 
class="final" href="/algorithm/"><span>Built-in Algorithm 
Libraries</span></a></li><li class="level-2"><a class="final" 
href="/algorithm/switch/"><span>Switching to Another 
Algorithm</span></a></li><li class="level-2"><a class="final" 
href="/algorithm/multiple/"><span>Combining Multiple 
Algorithms</span></a></li><li class="level-2"><a class="final" 
href="/algorithm/custom/"><span>Adding Your Own 
Algorithms</span></a></li></ul></li><li class="level-1"><a class="expandible" 
href="#"><span>ML Tuning and Evaluation</span></a><ul><li class="level-2"><a 
class="final" href="/evaluation/"><span>Overview</span></a></li><li 
class="level-2"><a class="final" 
href="/evaluation/paramtuning/"><span>Hyperparameter Tuning</span></a></li><li 
class="level-2"><a class="final" 
href="/evaluation/evaluationdashboard/"><span>Evaluation 
Dashboard</span></a></li><li class=
 "level-2"><a class="final" href="/evaluation/metricchoose/"><span>Choosing 
Evaluation Metrics</span></a></li><li class="level-2"><a class="final" 
href="/evaluation/metricbuild/"><span>Building Evaluation 
Metrics</span></a></li></ul></li><li class="level-1"><a class="expandible" 
href="#"><span>System Architecture</span></a><ul><li class="level-2"><a 
class="final" href="/system/"><span>Architecture Overview</span></a></li><li 
class="level-2"><a class="final" href="/system/anotherdatastore/"><span>Using 
Another Data Store</span></a></li></ul></li><li class="level-1"><a 
class="expandible" href="#"><span>Engine Template Gallery</span></a><ul><li 
class="level-2"><a class="final" 
href="/gallery/template-gallery/"><span>Browse</span></a></li><li 
class="level-2"><a class="final" 
href="/community/submit-template/"><span>Submit your Engine as a 
Template</span></a></li></ul></li><li class="level-1"><a class="expandible" 
href="#"><span>Demo Tutorials</span></a><ul><li class="level-2"><a class="f
 inal" href="/demo/tapster/"><span>Comics Recommendation 
Demo</span></a></li><li class="level-2"><a class="final" 
href="/demo/community/"><span>Community Contributed Demo</span></a></li><li 
class="level-2"><a class="final" href="/demo/textclassification/"><span>Text 
Classification Engine Tutorial</span></a></li></ul></li><li class="level-1"><a 
class="expandible" href="/community/"><span>Getting Involved</span></a><ul><li 
class="level-2"><a class="final" 
href="/community/contribute-code/"><span>Contribute Code</span></a></li><li 
class="level-2"><a class="final" 
href="/community/contribute-documentation/"><span>Contribute 
Documentation</span></a></li><li class="level-2"><a class="final" 
href="/community/contribute-sdk/"><span>Contribute a SDK</span></a></li><li 
class="level-2"><a class="final" 
href="/community/contribute-webhook/"><span>Contribute a 
Webhook</span></a></li><li class="level-2"><a class="final" 
href="/community/projects/"><span>Community Projects</span></a></li></ul></li>
 <li class="level-1"><a class="expandible" href="#"><span>Getting 
Help</span></a><ul><li class="level-2"><a class="final" 
href="/resources/faq/"><span>FAQs</span></a></li><li class="level-2"><a 
class="final" href="/support/"><span>Support</span></a></li></ul></li><li 
class="level-1"><a class="expandible" 
href="#"><span>Resources</span></a><ul><li class="level-2"><a class="final" 
href="/resources/intellij/"><span>Developing Engines with IntelliJ 
IDEA</span></a></li><li class="level-2"><a class="final" 
href="/resources/upgrade/"><span>Upgrade Instructions</span></a></li><li 
class="level-2"><a class="final" 
href="/resources/glossary/"><span>Glossary</span></a></li></ul></li></ul></nav></div><div
 class="col-md-9 col-sm-12"><div class="content-header hidden-md 
hidden-lg"><div id="page-title"><h1>Installing Apache PredictionIO (incubating) 
on Linux / Mac OS X</h1></div></div><div id="table-of-content-wrapper"><h5>On 
this page</h5><aside id="table-of-contents"><ul> <li> <a href="#manual-ins
 tall">Manual Install</a> </li> </ul> </aside><hr/><a id="edit-page-link" 
href="https://github.com/apache/incubator-predictionio/tree/livedoc/docs/manual/source/install/install-linux.html.md.erb";><img
 src="/images/icons/edit-pencil-d6c1bb3d.png"/>Edit this page</a></div><div 
class="content-header hidden-sm hidden-xs"><div id="page-title"><h1>Installing 
Apache PredictionIO (incubating) on Linux / Mac OS X</h1></div></div><div 
class="content"><h2 id='manual-install' class='header-anchors'>Manual 
Install</h2><p>Follow the steps below to setup Apache PredictionIO (incubating) 
and its dependencies. In these instructions we will assume you are in your home 
directory. Wherever you see <code>/home/abc</code>, replace it with your own 
home directory.</p><h3 id='java' class='header-anchors'>Java</h3><p>Ensure you 
have an appropriate Java version installed. For example:</p><div 
class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><p
 re class="lineno">1
+2
+3
+4</pre></td><td class="code"><pre><span class="gp">$ </span>java -version
+java version <span class="s2">"1.8.0_40"</span>
+Java<span class="o">(</span>TM<span class="o">)</span> SE Runtime Environment 
<span class="o">(</span>build 1.8.0_40-b25<span class="o">)</span>
+Java HotSpot<span class="o">(</span>TM<span class="o">)</span> 64-Bit Server 
VM <span class="o">(</span>build 25.40-b25, mixed mode<span class="o">)</span>
+</pre></td></tr></tbody></table> </div> <h3 
id='download-apache-predictionio-(incubating)' class='header-anchors'>Download 
Apache PredictionIO (incubating)</h3><p>Download Apache PredictionIO 
(incubating) and extract it.</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1
+2
+3
+4
+5</pre></td><td class="code"><pre><span class="gp">$ </span><span 
class="nb">cd</span>
+<span class="gp">$ </span><span class="nb">pwd</span>
+/home/abc
+<span class="gp">$ </span>wget 
http://download.prediction.io/PredictionIO-0.10.0-incubating.tar.gz
+<span class="gp">$ </span>tar zxvf PredictionIO-0.10.0-incubating.tar.gz
+</pre></td></tr></tbody></table> </div> <div class="alert-message 
note"><p>Download instructions above apply to previous non-Apache releases 
only. Once we have made an Apache release, new instructions will be 
provided.</p></div><h3 id='installing-dependencies' 
class='header-anchors'>Installing Dependencies</h3><p>Let us install 
dependencies inside a subdirectory of the Apache PredictionIO (incubating) 
installation. By following this convention, you can use PredictionIO&#39;s 
default configuration as is.</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1</pre></td><td class="code"><pre><span class="gp">$ 
</span>mkdir PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <h4 id='spark-setup' 
class='header-anchors'>Spark Setup</h4><p><a 
href="http://spark.apache.org";>Apache Spark</a> is the default processing 
engine for PredictionIO. Download and extract it.</p><div class="highlight 
shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
+2</pre></td><td class="code"><pre><span class="gp">$ </span>wget 
http://d3kbcqa49mib13.cloudfront.net/spark-1.5.1-bin-hadoop2.6.tgz
+<span class="gp">$ </span>tar zxvfC spark-1.5.1-bin-hadoop2.6.tgz 
PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <div class="alert-message info"><p>If 
you decide to install Apache Spark to another location, you must edit 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> and change the 
<code>SPARK_HOME</code> variable to point to your own Apache Spark 
installation.</p></div><h4 id='elasticsearch-setup' 
class='header-anchors'>Elasticsearch Setup</h4><div class="alert-message 
warning"><p>You may skip this section if you are using PostgreSQL or 
MySQL.</p></div><p><a href="http://www.elasticsearch.org/";>Elasticsearch</a> is 
the default metadata store for PredictionIO. Download and extract it.</p><div 
class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
+2</pre></td><td class="code"><pre><span class="gp">$ </span>wget 
https://download.elasticsearch.org/elasticsearch/elasticsearch/elasticsearch-1.4.4.tar.gz
+<span class="gp">$ </span>tar zxvfC elasticsearch-1.4.4.tar.gz 
PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <div class="alert-message info"><p>If 
you decide to install Elasticsearch to another location, you must edit 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> and change the 
<code>PIO_STORAGE_SOURCES_ELASTICSEARCH_HOME</code> variable to point to your 
own Elasticsearch installation.</p></div><div class="alert-message info"><p>If 
you are using a shared network, change the <code>network.host</code> line in 
<code>PredictionIO-0.10.0-incubating/vendors/elasticsearch-1.4.4/config/elasticsearch.yml</code>
 to <code>network.host: 127.0.0.1</code> because by default, Elasticsearch 
looks for other machines on the network upon setup and you may run into weird 
errors if there are other machines that is also running 
Elasticsearch.</p></div><p>If you are not using the default setting at 
<code>localhost</code>, you may change the following in 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> to fit your 
setup.</p><div class="highlight she
 ll"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
+2
+3</pre></td><td class="code"><pre><span 
class="nv">PIO_STORAGE_SOURCES_ELASTICSEARCH_TYPE</span><span 
class="o">=</span>elasticsearch
+<span class="nv">PIO_STORAGE_SOURCES_ELASTICSEARCH_HOSTS</span><span 
class="o">=</span>localhost
+<span class="nv">PIO_STORAGE_SOURCES_ELASTICSEARCH_PORTS</span><span 
class="o">=</span>9300
+</pre></td></tr></tbody></table> </div> <h4 
id='hbase-setup<a-class="anchor"-name="hbase">&nbsp;</a>' 
class='header-anchors' >HBase Setup<a class="anchor" 
name="hbase">&nbsp;</a></h4><div class="alert-message warning"><p>You may skip 
this section if you are using PostgreSQL or MySQL.</p></div><p><a 
href="http://hbase.apache.org";>HBase</a> is the default event data store for 
PredictionIO. Download and extract it.</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1
+2</pre></td><td class="code"><pre><span class="gp">$ </span>wget 
http://archive.apache.org/dist/hbase/hbase-1.0.0/hbase-1.0.0-bin.tar.gz
+<span class="gp">$ </span>tar zxvfC hbase-1.0.0-bin.tar.gz 
PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <div class="alert-message info"><p>If 
you decide to install HBase to another location, you must edit 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> and change the 
<code>PIO_STORAGE_SOURCES_HBASE_HOME</code> variable to point to your own HBase 
installation.</p></div><p>You will need to at least add a minimal configuration 
to HBase to start it in standalone mode. Details can be found <a 
href="http://hbase.apache.org/book/quickstart.html";>here</a>. Here, we are 
showing a sample minimal configuration.</p><div class="alert-message 
info"><p>For production deployment, run a fully distributed HBase 
configuration.</p></div><p>Edit 
<code>PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/conf/hbase-site.xml</code>.</p><div
 class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
+2
+3
+4
+5
+6
+7
+8
+9
+10</pre></td><td class="code"><pre>&lt;configuration&gt;
+  &lt;property&gt;
+    &lt;name&gt;hbase.rootdir&lt;/name&gt;
+    
&lt;value&gt;file:///home/abc/PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/data&lt;/value&gt;
+  &lt;/property&gt;
+  &lt;property&gt;
+    &lt;name&gt;hbase.zookeeper.property.dataDir&lt;/name&gt;
+    
&lt;value&gt;/home/abc/PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/zookeeper&lt;/value&gt;
+  &lt;/property&gt;
+&lt;/configuration&gt;
+</pre></td></tr></tbody></table> </div> <div class="alert-message 
info"><p>HBase will create <code>hbase.rootdir</code> automatically to store 
its data.</p></div><p>Edit 
<code>PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/conf/hbase-env.sh</code>
 to set <code>JAVA_HOME</code> for the cluster. For example:</p><div 
class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1</pre></td><td 
class="code"><pre><span class="nb">export </span><span 
class="nv">JAVA_HOME</span><span 
class="o">=</span>/usr/lib/jvm/java-8-oracle/jre
+</pre></td></tr></tbody></table> </div> <p>For Mac users, use this instead 
(change <code>1.8</code> to <code>1.7</code> if you have Java 7 
installed):</p><div class="highlight shell"><table style="border-spacing: 
0"><tbody><tr><td class="gutter gl" style="text-align: right"><pre 
class="lineno">1</pre></td><td class="code"><pre><span class="nb">export 
</span><span class="nv">JAVA_HOME</span><span class="o">=</span><span 
class="sb">`</span>/usr/libexec/java_home -v 1.8<span class="sb">`</span>
+</pre></td></tr></tbody></table> </div> <p>In addition, you must set your 
environment variable <code>JAVA_HOME</code>. For example, in 
<code>/home/abc/.bashrc</code> add the following line:</p><div class="highlight 
shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1</pre></td><td 
class="code"><pre><span class="nb">export </span><span 
class="nv">JAVA_HOME</span><span class="o">=</span>/usr/lib/jvm/java-8-oracle
+</pre></td></tr></tbody></table> </div> <h3 
id='start-predictionio-and-dependent-services' class='header-anchors'>Start 
PredictionIO and Dependent Services</h3><div class="alert-message 
warning"><p>If you are using PostgreSQL or MySQL, skip 
<code>pio-start-all</code> and <code>pio-stop-all</code>, and do 
<code>PredictionIO-0.10.0-incubating/bin/pio eventserver &amp;</code> 
instead.</p></div><p>Simply do 
<code>PredictionIO-0.10.0-incubating/bin/pio-start-all</code> and you should 
see something similar to the following:</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1
+2
+3
+4
+5
+6
+7</pre></td><td class="code"><pre><span class="gp">$ 
</span>PredictionIO-0.10.0-incubating/bin/pio-start-all
+Starting Elasticsearch...
+Starting HBase...
+starting master, logging to 
/home/abc/PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/bin/../logs/hbase-abc-master-yourhost.local.out
+Waiting 10 seconds <span class="k">for </span>HBase to fully initialize...
+Starting PredictionIO Event Server...
+<span class="err">$</span>
+</pre></td></tr></tbody></table> </div> <p>You may use <code>jps</code> to 
verify that you have everything started:</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1
+2
+3
+4
+5
+6</pre></td><td class="code"><pre><span class="gp">$ </span>jps -l
+15344 org.apache.hadoop.hbase.master.HMaster
+15409 org.apache.predictionio.tools.console.Console
+15256 org.elasticsearch.bootstrap.Elasticsearch
+15469 sun.tools.jps.Jps
+<span class="err">$</span>
+</pre></td></tr></tbody></table> </div> <p>A running setup will have these up 
and running:</p> <ul> <li>org.apache.predictionio.tools.console.Console</li> 
<li>org.apache.hadoop.hbase.master.HMaster</li> 
<li>org.elasticsearch.bootstrap.Elasticsearch</li> </ul> <p>At any time, you 
can run <code>PredictionIO-0.10.0-incubating/bin/pio status</code> to check the 
status of the dependencies.</p><p>Now you have installed everything you 
need!</p><p>You can proceed to <a href="/start/download">Choosing an Engine 
Template</a>, or continue the QuickStart guide of the Engine template if you 
have already chosen one.</p> </div></div></div></div><footer><div 
class="container"><div class="seperator"></div><div class="row"><div 
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 class="col-md-9 col-sm-12"><div class="content-header hidden-md 
hidden-lg"><div id="page-title"><h1>Installing Apache PredictionIO (incubating) 
from Source Code</h1></div></div><div id="table-of-content-wrapper"><h5>On this 
page</h5><aside id="table-of-contents"><ul> <li> <a href="#downloading-sourc
 e-code">Downloading Source Code</a> </li> <li> <a 
href="#building">Building</a> </li> <li> <a 
href="#installing-dependencies">Installing Dependencies</a> </li> </ul> 
</aside><hr/><a id="edit-page-link" 
href="https://github.com/apache/incubator-predictionio/tree/livedoc/docs/manual/source/install/install-sourcecode.html.md.erb";><img
 src="/images/icons/edit-pencil-d6c1bb3d.png"/>Edit this page</a></div><div 
class="content-header hidden-sm hidden-xs"><div id="page-title"><h1>Installing 
Apache PredictionIO (incubating) from Source Code</h1></div></div><div 
class="content"><div class="alert-message info"><p>Assuming you are following 
the directory structure in the followoing, replace <code>/home/abc</code> with 
your own home directory wherever you see it.</p></div><h2 
id='downloading-source-code' class='header-anchors'>Downloading Source 
Code</h2><p>Download Apache PredictionIO (incubating) 0.10.0-incubating from an 
Apache <a href="https://www.apache.org/dyn/closer.cgi/incubator/predicti
 
onio/0.10.0-incubating/apache-predictionio-0.10.0-incubating.tar.gz">mirror</a>.</p><h2
 id='building' class='header-anchors'>Building</h2><p>Run the following at the 
directory where you downloaded the source code to build Apache PredictionIO 
(incubating).</p><div class="highlight shell"><table style="border-spacing: 
0"><tbody><tr><td class="gutter gl" style="text-align: right"><pre 
class="lineno">1
+2
+3</pre></td><td class="code"><pre><span class="gp">$ </span>tar zxvf 
apache-predictionio-0.10.0-incubating.tar.gz
+<span class="gp">$ </span><span class="nb">cd 
</span>apache-predictionio-0.10.0-incubating
+<span class="gp">$ </span>./make-distribution.sh
+</pre></td></tr></tbody></table> </div> <p>You should see something like the 
following when it finishes building successfully.</p><div class="highlight 
shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
+2
+3
+4
+5</pre></td><td class="code"><pre>...
+PredictionIO-0.10.0-incubating/sbt/sbt
+PredictionIO-0.10.0-incubating/conf/
+PredictionIO-0.10.0-incubating/conf/pio-env.sh
+PredictionIO binary distribution created at 
PredictionIO-0.10.0-incubating.tar.gz
+</pre></td></tr></tbody></table> </div> <p>Extract the binary distribution you 
have just built.</p><div class="highlight shell"><table style="border-spacing: 
0"><tbody><tr><td class="gutter gl" style="text-align: right"><pre 
class="lineno">1</pre></td><td class="code"><pre><span class="gp">$ </span>tar 
zxvf PredictionIO-0.10.0-incubating.tar.gz
+</pre></td></tr></tbody></table> </div> <h2 id='installing-dependencies' 
class='header-anchors'>Installing Dependencies</h2><p>Let us install 
dependencies inside a subdirectory of the Apache PredictionIO (incubating) 
installation. By following this convention, you can use Apache PredictionIO 
(incubating)&#39;s default configuration as is.</p><div class="highlight 
shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1</pre></td><td 
class="code"><pre><span class="gp">$ </span>mkdir 
PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <h3 id='spark-setup' 
class='header-anchors'>Spark Setup</h3><p><a 
href="http://spark.apache.org";>Apache Spark</a> is the default processing 
engine for PredictionIO. Download and extract it.</p><div class="highlight 
shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
+2</pre></td><td class="code"><pre><span class="gp">$ </span>wget 
http://d3kbcqa49mib13.cloudfront.net/spark-1.5.1-bin-hadoop2.6.tgz
+<span class="gp">$ </span>tar zxvfC spark-1.5.1-bin-hadoop2.6.tgz 
PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <div class="alert-message info"><p>If 
you decide to install Apache Spark to another location, you must edit 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> and change the 
<code>SPARK_HOME</code> variable to point to your own Apache Spark 
installation.</p></div><h3 id='storage-setup' class='header-anchors'>Storage 
Setup</h3><h4 id='postgresql-setup' class='header-anchors'>PostgreSQL 
Setup</h4><p>Setting up <a href="http://www.postgresql.org/";>PostgreSQL</a> to 
work with PredictionIO.</p><p>Make sure you have PostgreSQL installed. For Mac 
Users, <a href="brew.sh">Homebrew</a> is recommended and can be used as</p><div 
class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1</pre></td><td 
class="code"><pre><span class="gp">$ </span>brew install postgresql
+</pre></td></tr></tbody></table> </div> <p>or on Ubuntu: <code> apt-get 
install postgresql-9.4 </code></p><p>Now that PostgreSQL is installed use the 
following comands</p><div class="highlight shell"><table style="border-spacing: 
0"><tbody><tr><td class="gutter gl" style="text-align: right"><pre 
class="lineno">1</pre></td><td class="code"><pre><span class="gp">$ 
</span>createdb pio
+</pre></td></tr></tbody></table> </div> <p>If you get an error of the form 
<code>could not connect to server: No such file or directory</code>, then you 
must first start the server manually,:</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1</pre></td><td class="code"><pre><span class="gp">$ 
</span>pg_ctl -D /usr/local/var/postgres -l /usr/local/var/postgres/server.log 
start
+</pre></td></tr></tbody></table> </div> <p>Finally use the command:</p><div 
class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1</pre></td><td 
class="code"><pre><span class="gp">$ </span>psql -c <span class="s2">"create 
user pio with password 'pio'"</span>
+</pre></td></tr></tbody></table> </div> <p>Your configuration in 
<code>pio-env.sh</code> is now compatible to run with PostgreSQL.</p><h4 
id='hbase-and-elasticsearch-setup' class='header-anchors'>HBase and 
Elasticsearch Setup</h4><h5 id='elasticsearch-setup' 
class='header-anchors'>Elasticsearch Setup</h5><div class="alert-message 
warning"><p>You may skip this section if you are using PostgreSQL or 
MySQL.</p></div><p><a href="http://www.elasticsearch.org/";>Elasticsearch</a> is 
the default metadata store for PredictionIO. Download and extract it.</p><div 
class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
+2</pre></td><td class="code"><pre><span class="gp">$ </span>wget 
https://download.elasticsearch.org/elasticsearch/elasticsearch/elasticsearch-1.4.4.tar.gz
+<span class="gp">$ </span>tar zxvfC elasticsearch-1.4.4.tar.gz 
PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <div class="alert-message info"><p>If 
you decide to install Elasticsearch to another location, you must edit 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> and change the 
<code>PIO_STORAGE_SOURCES_ELASTICSEARCH_HOME</code> variable to point to your 
own Elasticsearch installation.</p></div><div class="alert-message info"><p>If 
you are using a shared network, change the <code>network.host</code> line in 
<code>PredictionIO-0.10.0-incubating/vendors/elasticsearch-1.4.4/config/elasticsearch.yml</code>
 to <code>network.host: 127.0.0.1</code> because by default, Elasticsearch 
looks for other machines on the network upon setup and you may run into weird 
errors if there are other machines that is also running 
Elasticsearch.</p></div><p>If you are not using the default setting at 
<code>localhost</code>, you may change the following in 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> to fit your 
setup.</p><div class="highlight she
 ll"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
+2
+3</pre></td><td class="code"><pre><span 
class="nv">PIO_STORAGE_SOURCES_ELASTICSEARCH_TYPE</span><span 
class="o">=</span>elasticsearch
+<span class="nv">PIO_STORAGE_SOURCES_ELASTICSEARCH_HOSTS</span><span 
class="o">=</span>localhost
+<span class="nv">PIO_STORAGE_SOURCES_ELASTICSEARCH_PORTS</span><span 
class="o">=</span>9300
+</pre></td></tr></tbody></table> </div> <h5 
id='<a-name="hbase"></a>hbase-setup' class='header-anchors' ><a 
name="hbase"></a>HBase Setup</h5><div class="alert-message warning"><p>You may 
skip this section if you are using PostgreSQL or MySQL.</p></div><p><a 
href="http://hbase.apache.org";>HBase</a> is the default event data store for 
PredictionIO. Download and extract it.</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1
+2</pre></td><td class="code"><pre><span class="gp">$ </span>wget 
http://archive.apache.org/dist/hbase/hbase-1.0.0/hbase-1.0.0-bin.tar.gz
+<span class="gp">$ </span>tar zxvfC hbase-1.0.0-bin.tar.gz 
PredictionIO-0.10.0-incubating/vendors
+</pre></td></tr></tbody></table> </div> <div class="alert-message info"><p>If 
you decide to install HBase to another location, you must edit 
<code>PredictionIO-0.10.0-incubating/conf/pio-env.sh</code> and change the 
<code>PIO_STORAGE_SOURCES_HBASE_HOME</code> variable to point to your own HBase 
installation.</p></div><p>You will need to at least add a minimal configuration 
to HBase to start it in standalone mode. Details can be found <a 
href="http://hbase.apache.org/book/quickstart.html";>here</a>. Here, we are 
showing a sample minimal configuration.</p><div class="alert-message 
info"><p>For production deployment, run a fully distributed HBase 
configuration.</p></div><p>Edit 
<code>PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/conf/hbase-site.xml</code>.</p><div
 class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
+2
+3
+4
+5
+6
+7
+8
+9
+10</pre></td><td class="code"><pre>&lt;configuration&gt;
+  &lt;property&gt;
+    &lt;name&gt;hbase.rootdir&lt;/name&gt;
+    
&lt;value&gt;file:///home/abc/PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/data&lt;/value&gt;
+  &lt;/property&gt;
+  &lt;property&gt;
+    &lt;name&gt;hbase.zookeeper.property.dataDir&lt;/name&gt;
+    
&lt;value&gt;/home/abc/PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/zookeeper&lt;/value&gt;
+  &lt;/property&gt;
+&lt;/configuration&gt;
+</pre></td></tr></tbody></table> </div> <div class="alert-message 
info"><p>HBase will create <code>hbase.rootdir</code> automatically to store 
its data.</p></div><p>Edit 
<code>PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/conf/hbase-env.sh</code>
 to set <code>JAVA_HOME</code> for the cluster. For example:</p><div 
class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td 
class="gutter gl" style="text-align: right"><pre class="lineno">1</pre></td><td 
class="code"><pre><span class="nb">export </span><span 
class="nv">JAVA_HOME</span><span 
class="o">=</span>/usr/lib/jvm/java-8-oracle/jre
+</pre></td></tr></tbody></table> </div> <p>For Mac users, use this instead 
(change <code>1.8</code> to <code>1.7</code> if you have Java 7 
installed):</p><div class="highlight shell"><table style="border-spacing: 
0"><tbody><tr><td class="gutter gl" style="text-align: right"><pre 
class="lineno">1</pre></td><td class="code"><pre><span class="nb">export 
</span><span class="nv">JAVA_HOME</span><span class="o">=</span><span 
class="sb">`</span>/usr/libexec/java_home -v 1.8<span class="sb">`</span>
+</pre></td></tr></tbody></table> </div> <p>In addition, you must set your 
environment variable <code>JAVA_HOME</code>. For example, in 
<code>/home/abc/.bashrc</code> add the following line:</p><div class="highlight 
shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" 
style="text-align: right"><pre class="lineno">1</pre></td><td 
class="code"><pre><span class="nb">export </span><span 
class="nv">JAVA_HOME</span><span class="o">=</span>/usr/lib/jvm/java-8-oracle
+</pre></td></tr></tbody></table> </div> <h3 
id='start-predictionio-and-dependent-services' class='header-anchors'>Start 
PredictionIO and Dependent Services</h3><div class="alert-message 
warning"><p>If you are using PostgreSQL or MySQL, skip 
<code>pio-start-all</code> and <code>pio-stop-all</code>, and do 
<code>PredictionIO-0.10.0-incubating/bin/pio eventserver &amp;</code> 
instead.</p></div><p>Simply do 
<code>PredictionIO-0.10.0-incubating/bin/pio-start-all</code> and you should 
see something similar to the following:</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1
+2
+3
+4
+5
+6
+7</pre></td><td class="code"><pre><span class="gp">$ 
</span>PredictionIO-0.10.0-incubating/bin/pio-start-all
+Starting Elasticsearch...
+Starting HBase...
+starting master, logging to 
/home/abc/PredictionIO-0.10.0-incubating/vendors/hbase-1.0.0/bin/../logs/hbase-abc-master-yourhost.local.out
+Waiting 10 seconds <span class="k">for </span>HBase to fully initialize...
+Starting PredictionIO Event Server...
+<span class="err">$</span>
+</pre></td></tr></tbody></table> </div> <p>You may use <code>jps</code> to 
verify that you have everything started:</p><div class="highlight shell"><table 
style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: 
right"><pre class="lineno">1
+2
+3
+4
+5
+6</pre></td><td class="code"><pre><span class="gp">$ </span>jps -l
+15344 org.apache.hadoop.hbase.master.HMaster
+15409 org.apache.predictionio.tools.console.Console
+15256 org.elasticsearch.bootstrap.Elasticsearch
+15469 sun.tools.jps.Jps
+<span class="err">$</span>
+</pre></td></tr></tbody></table> </div> <p>A running setup will have these up 
and running:</p> <ul> <li>org.apache.predictionio.tools.console.Console</li> 
<li>org.apache.hadoop.hbase.master.HMaster</li> 
<li>org.elasticsearch.bootstrap.Elasticsearch</li> </ul> <p>At any time, you 
can run <code>PredictionIO-0.10.0-incubating/bin/pio status</code> to check the 
status of the dependencies.</p><p>Now you have installed everything you 
need!</p><p>You can proceed to <a href="/start/download">Choosing an Engine 
Template</a>, or continue the QuickStart guide of the Engine template if you 
have already chosen one.</p> </div></div></div></div><footer><div 
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