http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/6e02047e/install/install-sourcecode/index.html ---------------------------------------------------------------------- diff --git a/install/install-sourcecode/index.html b/install/install-sourcecode/index.html index 8bd8436..f975a2f 100644 --- a/install/install-sourcecode/index.html +++ b/install/install-sourcecode/index.html @@ -1,15 +1,15 @@ -<!DOCTYPE html><html><head><title>Installing Apache PredictionIO® from Source Code</title><meta charset="utf-8"/><meta content="IE=edge,chrome=1" http-equiv="X-UA-Compatible"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><meta class="swiftype" name="title" data-type="string" content="Installing Apache PredictionIO® from Source Code"/><link rel="canonical" href="https://predictionio.apache.org/install/install-sourcecode/"/><link href="/images/favicon/normal-b330020a.png" rel="shortcut icon"/><link href="/images/favicon/apple-c0febcf2.png" rel="apple-touch-icon"/><link href="//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,600italic,700italic,800italic,400,300,600,700,800" rel="stylesheet"/><link href="//maxcdn.bootstrapcdn.com/font-awesome/4.2.0/css/font-awesome.min.css" rel="stylesheet"/><link href="/stylesheets/application-eccfc6cb.css" rel="stylesheet" type="text/css"/><script src="//cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.2/html5shi v.min.js"></script><script src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script><script src="//use.typekit.net/pqo0itb.js"></script><script>try{Typekit.load({ async: true });}catch(e){}</script></head><body><div id="global"><header><div class="container" id="header-wrapper"><div class="row"><div class="col-sm-12"><div id="logo-wrapper"><span id="drawer-toggle"></span><a href="#"></a><a href="http://predictionio.apache.org/";><img alt="Apache PredictionIO" id="logo" src="/images/logos/logo-ee2b9bb3.png"/></a><span>®</span></div><div id="menu-wrapper"><div id="pill-wrapper"><a class="pill left" href="/gallery/template-gallery">TEMPLATES</a> <a class="pill right" href="//github.com/apache/predictionio/">OPEN SOURCE</a></div></div><img class="mobile-search-bar-toggler hidden-md hidden-lg" src="/images/icons/search-glass-704bd4ff.png"/></div></div></div></header><div id="search-bar-row-wrapper"><div class="container-fluid" id="search-bar-row"><div class ="row"><div class="col-md-9 col-sm-11 col-xs-11"><div class="hidden-md hidden-lg" id="mobile-page-heading-wrapper"><p>PredictionIO Docs</p><h4>Installing Apache PredictionIO® from Source Code</h4></div><h4 class="hidden-sm hidden-xs">PredictionIO Docs</h4></div><div class="col-md-3 col-sm-1 col-xs-1 hidden-md hidden-lg"><img id="left-menu-indicator" src="/images/icons/down-arrow-dfe9f7fe.png"/></div><div class="col-md-3 col-sm-12 col-xs-12 swiftype-wrapper"><div class="swiftype"><form class="search-form"><img class="search-box-toggler hidden-xs hidden-sm" src="/images/icons/search-glass-704bd4ff.png"/><div class="search-box"><img src="/images/icons/search-glass-704bd4ff.png"/><input type="text" id="st-search-input" class="st-search-input" placeholder="Search Doc..."/></div><img class="swiftype-row-hider hidden-md hidden-lg" src="/images/icons/drawer-toggle-active-fcbef12a.png"/></form></div></div><div class="mobile-left-menu-toggler hidden-md hidden-lg"></div></div></div></div><div id="page" class="container-fluid"><div class="row"><div id="left-menu-wrapper" class="col-md-3"><nav id="nav-main"><ul><li class="level-1"><a class="expandible" href="/"><span>Apache PredictionIO® Documentation</span></a><ul><li class="level-2"><a class="final" href="/"><span>Welcome to Apache PredictionIO®</span></a></li></ul></li><li class="level-1"><a class="expandible" href="#"><span>Getting Started</span></a><ul><li class="level-2"><a class="final" href="/start/"><span>A Quick Intro</span></a></li><li class="level-2"><a class="final" href="/install/"><span>Installing Apache PredictionIO</span></a></li><li class="level-2"><a class="final" href="/start/download/"><span>Downloading an Engine Template</span></a></li><li class="level-2"><a class="final" href="/start/deploy/"><span>Deploying Your First Engine</span></a></li><li class="level-2"><a class="final" href="/start/customize/"><span>Customizing the Engine</span></a></li></ul></li><li class="level-1"><a class="expandible" h ref="#"><span>Integrating with Your App</span></a><ul><li class="level-2"><a class="final" href="/appintegration/"><span>App Integration Overview</span></a></li><li class="level-2"><a class="expandible" href="/sdk/"><span>List of SDKs</span></a><ul><li class="level-3"><a class="final" href="/sdk/java/"><span>Java & Android SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/php/"><span>PHP SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/python/"><span>Python SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/ruby/"><span>Ruby SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/community/"><span>Community Powered 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="level-2"><a class="final" href="/batchpredict/"><span>Batch Predictio ns</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><li class="level-2"><a class="final" href="/deploy/plugin/"><span>Engine Server Plugin</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="/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><li class="level-2"><a class="final" href="/datacollection/plugin/"><span>Event Server Plugin</span></ a></li></ul></li><li class="level-1"><a class="expandible" href="#"><span>Choosing an Algorithm</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>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>PredictionIO® Official Templates</span></a><ul><li class="level-2"><a class="final" href="/templates/"><span>Intro</span></a></li><li class="level-2"><a class="expandible" href="#"><span>Recommendation</span></a><ul><li class="level-3"><a class="final" href="/templates/recommendation/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/recommendati on/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/evaluation/"><span>Evaluation Explained</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/reading-custom-events/"><span>Read Custom Events</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/customize-data-prep/"><span>Customize Data Preparator</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/customize-serving/"><span>Customize Serving</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/training-with-implicit-preference/"><span>Train with Implicit Preference</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/blacklist-items/"><span>Filter Recommended Items by Blacklist in Query</span></a></li><li class="level-3"> <a class="final" href="/templates/recommendation/batch-evaluator/"><span>Batch Persistable Evaluator</span></a></li></ul></li><li class="level-2"><a class="expandible" href="#"><span>E-Commerce Recommendation</span></a><ul><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/train-with-rate-event/"><span>Train with Rate Event</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/adjust-score/"><span>Adjust Score</span></a></li></ul></li><li class="level-2"><a class="expandible" href="#"><span>Similar Product</span></a><ul><li class="level-3"><a class="final" href="/templates/s imilarproduct/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/multi-events-multi-algos/"><span>Multiple Events and Multiple Algorithms</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/return-item-properties/"><span>Returns Item Properties</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/train-with-rate-event/"><span>Train with Rate Event</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/rid-user-set-event/"><span>Get Rid of Events for Users</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/recommended-user/"><span>Recommend Users</span></a></li></ul></li><li class="level-2"><a class="expandible" href="#"><span>Classification</span></a><ul><li class="level-3"><a class="final" href="/templates/classification/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/classification/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/classification/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/classification/add-algorithm/"><span>Use Alternative Algorithm</span></a></li><li class="level-3"><a class="final" href="/templates/classification/reading-custom-properties/"><span>Read Custom Properties</span></a></li></ul></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></l i></ul></li><li class="level-1"><a class="expandible" href="#"><span>Demo Tutorials</span></a><ul><li class="level-2"><a class="final" 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="/cli/"><span>Command-line Interface</span></a></li><li class="level-2"><a class="final" href="/resources/release/"><span>Release Cadence</span></a></li><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><li class="level-1"><a class="expandible" href="#"><span>Apache Software >Foundation</span></a><ul><li class="level-2"><a class="final" >href="https://www.apache.org/";><span>Apache Homepage</span></a></li><li >class="level-2"><a class="final" >href="https://www.apache.org/licenses/";><span>License</span></a></li><li >class="level-2"><a class="final" >href="https://www.apache.org/foundation/sponsorship.html";><span>Sponsorship</span></a></li><li > class="level-2"><a class="final" >href="https://www.apache.org/foundation/thanks.html";><span>Thanks</span></a></li><li > class="level-2"><a class="final" >href="https://www.apache.org/security/";><span>Security</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® 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-binary-distri bution">Downloading Binary Distribution</a> </li> <li> <a href="#downloading-source-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/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® from Source Code</h1></div></div><div class="content"> <div class="alert-message info"><p>Assuming you are following the directory structure in the following, replace <code>/home/abc</code> with your own home directory wherever you see it.</p></div><h2 id='downloading-binary-distribution' class='header-anchors'>Downloading Binary Distribution</h2><p>You can use pre-built binary distribution for Apache Prediction IO® if you are building against</p> <ul> <li>Scala 2.11.8</li> <li>Spark 2.1.1</li> <li>Hadoop 2.7.3</li> <li>Elasticsearch 5.5.2</li> </ul> <p>Download <a href="https://www.apache.org/dyn/closer.lua/predictionio/0.12.1/apache-predictionio-0.12.1-bin.tar.gz";>binary release from an Apache mirror</a> and verify the release with the corresponding <a href="https://archive.apache.org/dist/predictionio/0.12.1/apache-predictionio-0.12.1-bin.tar.gz.asc";>signature</a> and <a href="https://archive.apache.org/dist/predictionio/0.12.1/apache-predictionio-0.12.1-bin.tar.gz.sha512";>checksum</a>.</p><h3 id='verifying-release' class='header-anchors'>Verifying Release</h3><p>Verify binary/source release using <a href="https://www.apache.org/dist/predictionio/0.12.1/";>signatures and checksums</a> and <a href="https://www.apache.org/dist/predictionio/KEYS";>project release KEYS</a>.</p><div class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: rig ht"><pre class="lineno">1 +<!DOCTYPE html><html><head><title>Installing Apache PredictionIO® from Source Code</title><meta charset="utf-8"/><meta content="IE=edge,chrome=1" http-equiv="X-UA-Compatible"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><meta class="swiftype" name="title" data-type="string" content="Installing Apache PredictionIO® from Source Code"/><link rel="canonical" href="https://predictionio.apache.org/install/install-sourcecode/"/><link href="/images/favicon/normal-b330020a.png" rel="shortcut icon"/><link href="/images/favicon/apple-c0febcf2.png" rel="apple-touch-icon"/><link href="//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,600italic,700italic,800italic,400,300,600,700,800" rel="stylesheet"/><link href="//maxcdn.bootstrapcdn.com/font-awesome/4.2.0/css/font-awesome.min.css" rel="stylesheet"/><link href="/stylesheets/application-eccfc6cb.css" rel="stylesheet" type="text/css"/><script src="//cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.2/html5shi v.min.js"></script><script src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script><script src="//use.typekit.net/pqo0itb.js"></script><script>try{Typekit.load({ async: true });}catch(e){}</script></head><body><div id="global"><header><div class="container" id="header-wrapper"><div class="row"><div class="col-sm-12"><div id="logo-wrapper"><span id="drawer-toggle"></span><a href="#"></a><a href="http://predictionio.apache.org/";><img alt="Apache PredictionIO" id="logo" src="/images/logos/logo-ee2b9bb3.png"/></a><span>®</span></div><div id="menu-wrapper"><div id="pill-wrapper"><a class="pill left" href="/gallery/template-gallery">TEMPLATES</a> <a class="pill right" href="//github.com/apache/predictionio/">OPEN SOURCE</a></div></div><img class="mobile-search-bar-toggler hidden-md hidden-lg" src="/images/icons/search-glass-704bd4ff.png"/></div></div></div></header><div id="search-bar-row-wrapper"><div class="container-fluid" id="search-bar-row"><div class ="row"><div class="col-md-9 col-sm-11 col-xs-11"><div class="hidden-md hidden-lg" id="mobile-page-heading-wrapper"><p>PredictionIO Docs</p><h4>Installing Apache PredictionIO® from Source Code</h4></div><h4 class="hidden-sm hidden-xs">PredictionIO Docs</h4></div><div class="col-md-3 col-sm-1 col-xs-1 hidden-md hidden-lg"><img id="left-menu-indicator" src="/images/icons/down-arrow-dfe9f7fe.png"/></div><div class="col-md-3 col-sm-12 col-xs-12 swiftype-wrapper"><div class="swiftype"><form class="search-form"><img class="search-box-toggler hidden-xs hidden-sm" src="/images/icons/search-glass-704bd4ff.png"/><div class="search-box"><img src="/images/icons/search-glass-704bd4ff.png"/><input type="text" id="st-search-input" class="st-search-input" placeholder="Search Doc..."/></div><img class="swiftype-row-hider hidden-md hidden-lg" src="/images/icons/drawer-toggle-active-fcbef12a.png"/></form></div></div><div class="mobile-left-menu-toggler hidden-md hidden-lg"></div></div></div></div><div id="page" class="container-fluid"><div class="row"><div id="left-menu-wrapper" class="col-md-3"><nav id="nav-main"><ul><li class="level-1"><a class="expandible" href="/"><span>Apache PredictionIO® Documentation</span></a><ul><li class="level-2"><a class="final" href="/"><span>Welcome to Apache PredictionIO®</span></a></li></ul></li><li class="level-1"><a class="expandible" href="#"><span>Getting Started</span></a><ul><li class="level-2"><a class="final" href="/start/"><span>A Quick Intro</span></a></li><li class="level-2"><a class="final" href="/install/"><span>Installing Apache PredictionIO</span></a></li><li class="level-2"><a class="final" href="/start/download/"><span>Downloading an Engine Template</span></a></li><li class="level-2"><a class="final" href="/start/deploy/"><span>Deploying Your First Engine</span></a></li><li class="level-2"><a class="final" href="/start/customize/"><span>Customizing the Engine</span></a></li></ul></li><li class="level-1"><a class="expandible" h ref="#"><span>Integrating with Your App</span></a><ul><li class="level-2"><a class="final" href="/appintegration/"><span>App Integration Overview</span></a></li><li class="level-2"><a class="expandible" href="/sdk/"><span>List of SDKs</span></a><ul><li class="level-3"><a class="final" href="/sdk/java/"><span>Java & Android SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/php/"><span>PHP SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/python/"><span>Python SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/ruby/"><span>Ruby SDK</span></a></li><li class="level-3"><a class="final" href="/sdk/community/"><span>Community Powered 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="level-2"><a class="final" href="/batchpredict/"><span>Batch Predictio ns</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><li class="level-2"><a class="final" href="/deploy/plugin/"><span>Engine Server Plugin</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="/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><li class="level-2"><a class="final" href="/datacollection/plugin/"><span>Event Server Plugin</span></ a></li></ul></li><li class="level-1"><a class="expandible" href="#"><span>Choosing an Algorithm</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>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>PredictionIO® Official Templates</span></a><ul><li class="level-2"><a class="final" href="/templates/"><span>Intro</span></a></li><li class="level-2"><a class="expandible" href="#"><span>Recommendation</span></a><ul><li class="level-3"><a class="final" href="/templates/recommendation/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/recommendati on/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/evaluation/"><span>Evaluation Explained</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/reading-custom-events/"><span>Read Custom Events</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/customize-data-prep/"><span>Customize Data Preparator</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/customize-serving/"><span>Customize Serving</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/training-with-implicit-preference/"><span>Train with Implicit Preference</span></a></li><li class="level-3"><a class="final" href="/templates/recommendation/blacklist-items/"><span>Filter Recommended Items by Blacklist in Query</span></a></li><li class="level-3"> <a class="final" href="/templates/recommendation/batch-evaluator/"><span>Batch Persistable Evaluator</span></a></li></ul></li><li class="level-2"><a class="expandible" href="#"><span>E-Commerce Recommendation</span></a><ul><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/train-with-rate-event/"><span>Train with Rate Event</span></a></li><li class="level-3"><a class="final" href="/templates/ecommercerecommendation/adjust-score/"><span>Adjust Score</span></a></li></ul></li><li class="level-2"><a class="expandible" href="#"><span>Similar Product</span></a><ul><li class="level-3"><a class="final" href="/templates/s imilarproduct/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/multi-events-multi-algos/"><span>Multiple Events and Multiple Algorithms</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/return-item-properties/"><span>Returns Item Properties</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/train-with-rate-event/"><span>Train with Rate Event</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/rid-user-set-event/"><span>Get Rid of Events for Users</span></a></li><li class="level-3"><a class="final" href="/templates/similarproduct/recommended-user/"><span>Recommend Users</span></a></li></ul></li><li class="level-2"><a class="expandible" href="#"><span>Classification</span></a><ul><li class="level-3"><a class="final" href="/templates/classification/quickstart/"><span>Quick Start</span></a></li><li class="level-3"><a class="final" href="/templates/classification/dase/"><span>DASE</span></a></li><li class="level-3"><a class="final" href="/templates/classification/how-to/"><span>How-To</span></a></li><li class="level-3"><a class="final" href="/templates/classification/add-algorithm/"><span>Use Alternative Algorithm</span></a></li><li class="level-3"><a class="final" href="/templates/classification/reading-custom-properties/"><span>Read Custom Properties</span></a></li></ul></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></l i></ul></li><li class="level-1"><a class="expandible" href="#"><span>Demo Tutorials</span></a><ul><li class="level-2"><a class="final" 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="/cli/"><span>Command-line Interface</span></a></li><li class="level-2"><a class="final" href="/resources/release/"><span>Release Cadence</span></a></li><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><li class="level-1"><a class="expandible" href="#"><span>Apache Software >Foundation</span></a><ul><li class="level-2"><a class="final" >href="https://www.apache.org/";><span>Apache Homepage</span></a></li><li >class="level-2"><a class="final" >href="https://www.apache.org/licenses/";><span>License</span></a></li><li >class="level-2"><a class="final" >href="https://www.apache.org/foundation/sponsorship.html";><span>Sponsorship</span></a></li><li > class="level-2"><a class="final" >href="https://www.apache.org/foundation/thanks.html";><span>Thanks</span></a></li><li > class="level-2"><a class="final" >href="https://www.apache.org/security/";><span>Security</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® 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-binary-distri bution">Downloading Binary Distribution</a> </li> <li> <a href="#downloading-source-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/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® from Source Code</h1></div></div><div class="content"> <div class="alert-message info"><p>Assuming you are following the directory structure in the following, replace <code>/home/abc</code> with your own home directory wherever you see it.</p></div><h2 id='downloading-binary-distribution' class='header-anchors'>Downloading Binary Distribution</h2><p>You can use pre-built binary distribution for Apache Prediction IO® if you are building against</p> <ul> <li>Scala 2.11.8</li> <li>Spark 2.1.1</li> <li>Hadoop 2.7.3</li> <li>Elasticsearch 5.5.2</li> </ul> <p>Download <a href="https://www.apache.org/dyn/closer.lua/predictionio/0.13.0/apache-predictionio-0.13.0-bin.tar.gz";>binary release from an Apache mirror</a> and verify the release with the corresponding <a href="https://archive.apache.org/dist/predictionio/0.13.0/apache-predictionio-0.13.0-bin.tar.gz.asc";>signature</a> and <a href="https://archive.apache.org/dist/predictionio/0.13.0/apache-predictionio-0.13.0-bin.tar.gz.sha512";>checksum</a>.</p><h3 id='verifying-release' class='header-anchors'>Verifying Release</h3><p>Verify binary/source release using <a href="https://www.apache.org/dist/predictionio/0.13.0/";>signatures and checksums</a> and <a href="https://www.apache.org/dist/predictionio/KEYS";>project release KEYS</a>.</p><div class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: rig ht"><pre class="lineno">1 2</pre></td><td class="code"><pre><span class="gp">$ </span>gpg --import KEYS -<span class="gp">$ </span>gpg --verify apache-predictionio-0.12.1.tar.gz.asc apache-predictionio-0.12.1.tar.gz +<span class="gp">$ </span>gpg --verify apache-predictionio-0.13.0.tar.gz.asc apache-predictionio-0.13.0.tar.gz </pre></td></tr></tbody></table> </div> <p>You should see something like this.</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>gpg: Signature made Tue Sep 26 22:55:22 2017 PDT gpg: using RSA key 7E2363D84719A8F4 gpg: Good signature from <span class="s2">"Chan Lee <chan...@apache.org>"</span> <span class="o">[</span>ultimate] -</pre></td></tr></tbody></table> </div> <p>For further information, the <a href="https://www.apache.org/info/verification.html";>official guide from Apache</a> has the most up-to-date and complete information.</p><h3 id='installation' class='header-anchors'>Installation</h3><p>Extract the binary distribution and proceed to <a href="#installing-dependencies">Installing Dependencies</a>.</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 apache-predictionio-0.12.1.tar.gz -</pre></td></tr></tbody></table> </div> <h2 id='downloading-source-code' class='header-anchors'>Downloading Source Code</h2><p>Download <a href="https://www.apache.org/dyn/closer.cgi/predictionio/0.12.1/apache-predictionio-0.12.1.tar.gz";>source release from an Apache mirror</a> and verify the release with the corresponding <a href="https://archive.apache.org/dist/predictionio/0.12.1/apache-predictionio-0.12.1.tar.gz.asc";>signature</a> and <a href="https://archive.apache.org/dist/predictionio/0.12.1/apache-predictionio-0.12.1.tar.gz.sha512";>checksum</a>.</p><h3 id='verifying-release' class='header-anchors'>Verifying Release</h3><p>Verify binary/source release using <a href="https://www.apache.org/dist/predictionio/0.12.1/";>signatures and checksums</a> and <a href="https://www.apache.org/dist/predictionio/KEYS";>project release KEYS</a>.</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></tr></tbody></table> </div> <p>For further information, the <a href="https://www.apache.org/info/verification.html";>official guide from Apache</a> has the most up-to-date and complete information.</p><h3 id='installation' class='header-anchors'>Installation</h3><p>Extract the binary distribution and proceed to <a href="#installing-dependencies">Installing Dependencies</a>.</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 apache-predictionio-0.13.0.tar.gz +</pre></td></tr></tbody></table> </div> <h2 id='downloading-source-code' class='header-anchors'>Downloading Source Code</h2><p>Download <a href="https://www.apache.org/dyn/closer.cgi/predictionio/0.13.0/apache-predictionio-0.13.0.tar.gz";>source release from an Apache mirror</a> and verify the release with the corresponding <a href="https://archive.apache.org/dist/predictionio/0.13.0/apache-predictionio-0.13.0.tar.gz.asc";>signature</a> and <a href="https://archive.apache.org/dist/predictionio/0.13.0/apache-predictionio-0.13.0.tar.gz.sha512";>checksum</a>.</p><h3 id='verifying-release' class='header-anchors'>Verifying Release</h3><p>Verify binary/source release using <a href="https://www.apache.org/dist/predictionio/0.13.0/";>signatures and checksums</a> and <a href="https://www.apache.org/dist/predictionio/KEYS";>project release KEYS</a>.</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>gpg --import KEYS -<span class="gp">$ </span>gpg --verify apache-predictionio-0.12.1.tar.gz.asc apache-predictionio-0.12.1.tar.gz +<span class="gp">$ </span>gpg --verify apache-predictionio-0.13.0.tar.gz.asc apache-predictionio-0.13.0.tar.gz </pre></td></tr></tbody></table> </div> <p>You should see something like this.</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>gpg: Signature made Tue Sep 26 22:55:22 2017 PDT @@ -17,39 +17,39 @@ gpg: using RSA key 7E2363D84719A8F4 gpg: Good signature from <span class="s2">"Chan Lee <chan...@apache.org>"</span> <span class="o">[</span>ultimate] </pre></td></tr></tbody></table> </div> <p>For further information, the <a href="https://www.apache.org/info/verification.html";>official guide from Apache</a> has the most up-to-date and complete information.</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®. By default, the build will be against</p> <ul> <li>Scala 2.11.8</li> <li>Spark 2.1.1</li> <li>Hadoop 2.7.3</li> <li>Elasticsearch 5.5.2</li> </ul> <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-0.12.1.tar.gz -<span class="gp">$ </span><span class="nb">cd </span>apache-predictionio-0.12.1 +3</pre></td><td class="code"><pre><span class="gp">$ </span>tar zxvf apache-predictionio-0.13.0.tar.gz +<span class="gp">$ </span><span class="nb">cd </span>apache-predictionio-0.13.0 <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-0.12.1/sbt/sbt -PredictionIO-0.12.1/conf/ -PredictionIO-0.12.1/conf/pio-env.sh -PredictionIO binary distribution created at PredictionIO-0.12.1.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-0.12.1.tar.gz -</pre></td></tr></tbody></table> </div> <h3 id='building-against-different-versions-of-dependencies' class='header-anchors'>Building against Different Versions of Dependencies</h3><p>Starting from version 0.11.0, PredictionIO can be built against different versions of dependencies. As of writing, one could build PredictionIO against these different dependencies:</p> <ul> <li>Scala 2.10.x, 2.11.x</li> <li>Spark 1.6.x, 2.0.x, 2.1.x</li> <li>Hadoop 2.4.x to 2.7.x</li> <li>Elasticsearch 1.7.x, 5.x</li> </ul> <p>As an example, if you want to build PredictionIO to support Scala 2.11.8, Spark 2.1.0, and Elasticsearch 5.3.0, you can do</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>./make-distribution.sh -Dscala.version<span class="o">=</span>2.11.8 -Dspark.version<span class="o">=</span>2.1.0 -Delasticsearch.version<span class="o">=</s pan>5.3.0 -</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 installation. By following this convention, you can use Apache PredictionIO'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-0.12.1/vendors +PredictionIO-0.13.0/sbt/sbt +PredictionIO-0.13.0/conf/ +PredictionIO-0.13.0/conf/pio-env.sh +PredictionIO binary distribution created at PredictionIO-0.13.0.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-0.13.0.tar.gz +</pre></td></tr></tbody></table> </div> <h3 id='building-against-different-versions-of-dependencies' class='header-anchors'>Building against Different Versions of Dependencies</h3><p>Starting from version 0.11.0, PredictionIO can be built against different versions of dependencies. As of writing, one could build PredictionIO against these different dependencies:</p> <ul> <li>Scala 2.10.x(deprecated), 2.11.x</li> <li>Spark 1.6.x(deprecated), 2.0.x, 2.1.x</li> <li>Hadoop 2.6.x, 2.7.x</li> <li>Elasticsearch 1.7.x, 5.x</li> </ul> <p>As an example, if you want to build PredictionIO to support Scala 2.11.8, Spark 2.1.0, and Elasticsearch 5.3.0, you can do</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>./make-distribution.sh -Dscala.version<span class="o">=</span>2.11.8 -Dspark.version<span class="o">=</span>2.1.0 -Delasticsearch.versi on<span class="o">=</span>5.3.0 +</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 installation. By following this convention, you can use Apache PredictionIO'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-0.13.0/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-2.1.1-bin-hadoop2.6.tgz -<span class="gp">$ </span>tar zxvfC spark-2.1.1-bin-hadoop2.6.tgz PredictionIO-0.12.1/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-0.12.1/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='<a-name="pgsql"></a>postgresql-setup' class='header-anchors' ><a name="pgsql"></a>PostgreSQL Setup</h4><div class="alert-message warning"><p>You may skip this section if you are not using PostgreSQL.</p></div> <p><a href="https://www.postgresql.org/";>PostgreSQL</a> can be used by PredictionIO as a storage backend for all 3 repositories (event data, meta data, and model data). This is perhaps the easiest route if you are trying PredictionIO for the first time.</p><p>Make sure you have PostgreSQL installed. For Mac Users, <a href="https://brew.sh/";>Homebrew</a> is recommended and can be used as</p><div class="highligh t 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 +<span class="gp">$ </span>tar zxvfC spark-2.1.1-bin-hadoop2.6.tgz PredictionIO-0.13.0/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-0.13.0/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='<a-name="pgsql"></a>postgresql-setup' class='header-anchors' ><a name="pgsql"></a>PostgreSQL Setup</h4><div class="alert-message warning"><p>You may skip this section if you are not using PostgreSQL.</p></div> <p><a href="https://www.postgresql.org/";>PostgreSQL</a> can be used by PredictionIO as a storage backend for all 3 repositories (event data, meta data, and model data). This is perhaps the easiest route if you are trying PredictionIO for the first time.</p><p>Make sure you have PostgreSQL installed. For Mac Users, <a href="https://brew.sh/";>Homebrew</a> is recommended and can be used as</p><div class="highligh t 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:</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>apt-get install postgresql </pre></td></tr></tbody></table> </div> <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>Starting from 0.11.0, PredictionIO no longer bundles JDBC drivers. Download the PostgreSQL JDBC driver from the <a href="https://jdbc.postgresql.org/";>official web site</a>, and put the JAR file in the <code>lib</code> subdirectory. By default, <code>conf/pio-env.sh</code> assumes version 42.0.0 JDBC 4.2. If you use a different version, modify <code>POSTGRES_JDBC_DRIVER</code> to point to the correct JAR.</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 not using Elasticsearch.</p></div> <p><a href="https://www.elastic.co/";>Elasticsearch</a> can be used as a storage backend for the meta data repository.</p><div class="alert-message info"><p>Starting from 0.11.0, if you build PredictionIO against Elasticsearch 5+, you may also use it as a backe nd for the event data repository.</p></div><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://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-5.5.2.tar.gz -<span class="gp">$ </span>tar zxvfC elasticsearch-5.5.2.tar.gz PredictionIO-0.12.1/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-0.12.1/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-0.12.1/vendors/elasticsearch-5.5.2/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-0.12.1/conf/pio-env.sh</code> to fit your setup.</p><div class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: right"><pre class="lineno">1 +<span class="gp">$ </span>tar zxvfC elasticsearch-5.5.2.tar.gz PredictionIO-0.13.0/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-0.13.0/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-0.13.0/vendors/elasticsearch-5.5.2/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-0.13.0/conf/pio-env.sh</code> to fit your setup.</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="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 not using HBase.</p></div> <p><a href="http://hbase.apache.org";>HBase</a> can be used as the backend of the event data repository.</p><p>Download HBase from a <a href="http://www.apache.org/dyn/closer.cgi/hbase/1.2.6/hbase-1.2.6-bin.tar.gz";>mirror</a>. Extract HBase by following the example below.</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 zxvfC hbase-1.2.6-bin.tar.gz PredictionIO-0.12.1/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-0.12.1/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-0.12.1/vendors/hbase-1.2.6/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 +</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 not using HBase.</p></div> <p><a href="http://hbase.apache.org";>HBase</a> can be used as the backend of the event data repository.</p><p>Download HBase from a <a href="http://www.apache.org/dyn/closer.cgi/hbase/1.2.6/hbase-1.2.6-bin.tar.gz";>mirror</a>. Extract HBase by following the example below.</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 zxvfC hbase-1.2.6-bin.tar.gz PredictionIO-0.13.0/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-0.13.0/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-0.13.0/vendors/hbase-1.2.6/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 @@ -61,26 +61,26 @@ PredictionIO binary distribution created at PredictionIO-0.12.1.tar.gz 10</pre></td><td class="code"><pre><configuration> <property> <name>hbase.rootdir</name> - <value>file:///home/abc/PredictionIO-0.12.1/vendors/hbase-1.2.6/data</value> + <value>file:///home/abc/PredictionIO-0.13.0/vendors/hbase-1.2.6/data</value> </property> <property> <name>hbase.zookeeper.property.dataDir</name> - <value>/home/abc/PredictionIO-0.12.1/vendors/hbase-1.2.6/zookeeper</value> + <value>/home/abc/PredictionIO-0.13.0/vendors/hbase-1.2.6/zookeeper</value> </property> </configuration> -</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-0.12.1/vendors/hbase-1.2.6/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> <div class="alert-message info"><p>HBase will create <code>hbase.rootdir</code> automatically to store its data.</p></div><p>Edit <code>PredictionIO-0.13.0/vendors/hbase-1.2.6/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-0.12.1/bin/pio eventserver &</code> instead.</p></div><p>Simply do <code>PredictionIO-0.12.1/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 +</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-0.13.0/bin/pio eventserver &</code> instead.</p></div><p>Simply do <code>PredictionIO-0.13.0/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-0.12.1/bin/pio-start-all +7</pre></td><td class="code"><pre><span class="gp">$ </span>PredictionIO-0.13.0/bin/pio-start-all Starting Elasticsearch... Starting HBase... -starting master, logging to /home/abc/PredictionIO-0.12.1/vendors/hbase-1.2.6/bin/../logs/hbase-abc-master-yourhost.local.out +starting master, logging to /home/abc/PredictionIO-0.13.0/vendors/hbase-1.2.6/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">$</span> @@ -95,7 +95,7 @@ Starting PredictionIO Event Server... 15256 org.elasticsearch.bootstrap.Elasticsearch 15469 sun.tools.jps.Jps <span class="err">$</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-0.12.1/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 class="col-md-6 footer-link-column"><div class="footer-link-column-row"><h4>Community</h4><ul><li><a href="//predictionio.apache.org/install/" target="blank">Download</a></li><li><a href="//predictionio.apache.org/" target="blank">Docs</a></li><li><a href="//github.com/apache/prediction io" target="blank">GitHub</a></li><li><a href="mailto:user-subscr...@predictionio.apache.org"; 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http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/6e02047e/install/install-vagrant/index.html ---------------------------------------------------------------------- diff --git a/install/install-vagrant/index.html b/install/install-vagrant/index.html index 51992c4..b679ac7 100644 --- a/install/install-vagrant/index.html +++ b/install/install-vagrant/index.html @@ -17,7 +17,7 @@ 10 11</pre></td><td class="code"><pre><span class="gp">==> </span>default: Installation <span class="k">done</span>! <span class="gp">==> </span>default: -------------------------------------------------------------------------------- -<span class="gp">==> </span>default: Installation of PredictionIO 0.12.1 <span class="nb">complete</span>! +<span class="gp">==> </span>default: Installation of PredictionIO 0.13.0 <span class="nb">complete</span>! <span class="gp">==> </span>default: IMPORTANT: You still have to start PredictionIO and dependencies manually: <span class="gp">==> </span>default: Run: <span class="s1">'pio-start-all'</span> <span class="gp">==> </span>default: Check the status with: <span class="s1">'pio status'</span>
