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-<!DOCTYPE html><html><head><title>Tabs</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="Tabs"/><link rel="canonical" 
href="https://docs.prediction.io/samples/tabs/"/><link 
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SOURCE</a></div></div><img class="mobile-search-bar-toggler hidden-md 
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id="search-bar-row"><div class="row"><div class="col-md-9 col-sm-11 
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src="/images/icons/search-glass-704bd4ff.png"/><div class="search-box"><img 
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id="st-search-input" class="st-search-input" placeholder="Search 
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class="row"><div id="left-menu-wrapper" class="col-md-3"><nav 
id="nav-main"><ul><li class="level-1"><a class="expand
 ible" href="/"><span>Apache PredictionIO (incubating) 
Documentation</span></a><ul><li class="level-2"><a class="final" 
href="/"><span>Welcome to Apache PredictionIO 
(incubating)</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 (incubating)</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" 
href="#"><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="/cli/#engine-commands"><span>Engine Command-line 
Interface</span></a></li><li class="level-2"><a class="final" 
href="/deploy/monitoring/"><span>Monitoring Eng
 ine</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><l
 i 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>Bu
 ilding 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="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="/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>Tabs</h1></div></div><div 
id="table-of-content-wrapper"><h5>On this page</h5><aside 
id="table-of-contents"><ul> <li> <a href="#test-syncing">Test Syncing</a> </li> 
</ul> </aside><hr/><a id="edit-page-link" 
href="https://github.com/apache/incubator-predictionio/tree/livedoc/docs/manual/source/samples/tabs.html.md";><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>Tabs</h1></div></div><div class="content"><p>This page is 
used to test the tabs plugin based on <a 
href="https://github.com/vdw/Tabslet";>Tabslet</a>.</p><div class="tabs"> <ul 
class="control"> <li data-lang="ruby"><a 
href="#tab-94f07117-9638-465c-a6a4-43d793258b89">Ruby</a></li> <li 
data-lang=""><a href="#tab-ad73e6bf-8826-444f-890b-dd340b06631a">Plain</a></li> 
<li data-lang="html"><a 
href="#tab-b9b7eb1d-428d-4506-9030-161e415d42ce">HTML</a></li> <li 
data-lang=""><a href="#tab-e30a6272-b5fc-4fe5-909d-620a32ea969c">Test</a></li> 
</ul> <div data-tab="Ruby" data-lang="ruby" 
id="tab-94f07117-9638-465c-a6a4-43d793258b89"> <div class="highlight ruby"> 
<table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
+<!DOCTYPE html><html><head><title>Tabs</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="Tabs"/><link rel="canonical" 
href="https://docs.prediction.io/samples/tabs/"/><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-a2a2f408.css" 
rel="stylesheet" type="text/css"/><script 
src="//cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.2/html5shiv.min.js"></script><script
 
src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></s
 cript><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.incubator.apache.org/";><img 
alt="PredictionIO" id="logo" 
src="/images/logos/logo-ee2b9bb3.png"/></a></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/incubator-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-wrapp
 er"><p>PredictionIO Docs</p><h4>Tabs</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="expand
 ible" href="/"><span>Apache PredictionIO (incubating) 
Documentation</span></a><ul><li class="level-2"><a class="final" 
href="/"><span>Welcome to Apache PredictionIO 
(incubating)</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 (incubating)</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" 
href="#"><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="/cli/#engine-commands"><span>Engine Command-line 
Interface</span></a></li><li class="level-2"><a class="final" 
href="/deploy/monitoring/"><span>Monitoring Eng
 ine</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><l
 i 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>Bu
 ilding 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="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="/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>Tabs</h1></div></div><div 
id="table-of-content-wrapper"><h5>On this page</h5><aside 
id="table-of-contents"><ul> <li> <a href="#test-syncing">Test Syncing</a> </li> 
</ul> </aside><hr/><a id="edit-page-link" 
href="https://github.com/apache/incubator-predictionio/tree/livedoc/docs/manual/source/samples/tabs.html.md";><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>Tabs</h1></div></div><div class="content"><p>This page is 
used to test the tabs plugin based on <a 
href="https://github.com/vdw/Tabslet";>Tabslet</a>.</p><div class="tabs"> <ul 
class="control"> <li data-lang="ruby"><a 
href="#tab-70158c7a-a011-4aec-b6f6-475a354a88c1">Ruby</a></li> <li 
data-lang=""><a href="#tab-d79c96d2-ff73-4570-ad44-b11689ad1193">Plain</a></li> 
<li data-lang="html"><a 
href="#tab-42e8b4fe-d25b-4be3-aaab-a993e3f82af8">HTML</a></li> <li 
data-lang=""><a href="#tab-f55e549e-3551-446e-b15b-4f5b46446d03">Test</a></li> 
</ul> <div data-tab="Ruby" data-lang="ruby" 
id="tab-70158c7a-a011-4aec-b6f6-475a354a88c1"> <div class="highlight ruby"> 
<table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -9,11 +9,11 @@
     <span class="s1">'bar'</span>
   <span class="k">end</span>
 <span class="k">end</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Plain" 
id="tab-ad73e6bf-8826-444f-890b-dd340b06631a"> This is a test of **markdown** 
inside a tab! <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> </div> <div data-tab="Plain" 
id="tab-d79c96d2-ff73-4570-ad44-b11689ad1193"> This is a test of **markdown** 
inside a tab! <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>// This tab does not have the data-lang 
attribute <span class="nb">set</span>!
 <span class="gp">$ </span><span class="nb">cd </span>path/to/your/file
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="HTML" 
data-lang="html" id="tab-b9b7eb1d-428d-4506-9030-161e415d42ce"> <div 
class="highlight html"> <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="nt">&lt;p&gt;</span>Yes you can still use 
HTML in code blocks!<span class="nt">&lt;/p&gt;</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Test" 
id="tab-e30a6272-b5fc-4fe5-909d-620a32ea969c"> <div class="highlight php"> 
<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> </div> <div data-tab="HTML" 
data-lang="html" id="tab-42e8b4fe-d25b-4be3-aaab-a993e3f82af8"> <div 
class="highlight html"> <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="nt">&lt;p&gt;</span>Yes you can still use 
HTML in code blocks!<span class="nt">&lt;/p&gt;</span>
+</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Test" 
id="tab-f55e549e-3551-446e-b15b-4f5b46446d03"> <div class="highlight php"> 
<table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -28,7 +28,7 @@ Test</span> <span class="na">5 =</span><span class="err">&gt;
 </span><span class="s">Test</span> <span class="na">6</span> <span 
class="err">&lt;=</span>
 <span class="na">Test</span> <span class="na">7</span> <span 
class="err">&lt;</span><span class="nt">&gt;</span>
 <span class="nt">&lt;p&gt;&lt;b&gt;</span>Test<span 
class="nt">&lt;/b&gt;&lt;/p&gt;</span>
-</pre></td> </tr></tbody></table> </div> </div> </div> <h2 id='test-syncing' 
class='header-anchors'>Test Syncing</h2><p>Here we show a similar set of tabs 
to test language syncing:</p><div class="tabs"> <ul class="control"> <li 
data-lang="ruby"><a 
href="#tab-ee90f85b-bc24-4fa5-8c4f-9b1af7c5e1e2">Ruby</a></li> <li 
data-lang=""><a href="#tab-435b8a5e-eda5-4ae8-83bd-cc29d357aedf">Plain</a></li> 
<li data-lang="html"><a 
href="#tab-8d7709c7-deaa-481c-a84c-d79a4254e911">HTML</a></li> <li 
data-lang="python"><a 
href="#tab-b9c39413-47b6-4967-911f-f9b1155f6913">Python</a></li> </ul> <div 
data-tab="Ruby" data-lang="ruby" id="tab-ee90f85b-bc24-4fa5-8c4f-9b1af7c5e1e2"> 
<div class="highlight ruby"> <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> </div> </div> <h2 id='test-syncing' 
class='header-anchors'>Test Syncing</h2><p>Here we show a similar set of tabs 
to test language syncing:</p><div class="tabs"> <ul class="control"> <li 
data-lang="ruby"><a 
href="#tab-b88ae06e-1bb0-4d40-b4c1-11841d5842fe">Ruby</a></li> <li 
data-lang=""><a href="#tab-51c8e864-c2e6-4994-9c15-9de3b6ea709e">Plain</a></li> 
<li data-lang="html"><a 
href="#tab-2f5fb01d-d805-42e4-a069-daa8190896d1">HTML</a></li> <li 
data-lang="python"><a 
href="#tab-e633fc20-338a-4278-aaee-e28d6200fc94">Python</a></li> </ul> <div 
data-tab="Ruby" data-lang="ruby" id="tab-b88ae06e-1bb0-4d40-b4c1-11841d5842fe"> 
<div class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -39,12 +39,12 @@ Test</span> <span class="na">5 =</span><span 
class="err">&gt;
     <span class="s1">'bar'</span>
   <span class="k">end</span>
 <span class="k">end</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Plain" 
id="tab-435b8a5e-eda5-4ae8-83bd-cc29d357aedf"> This is a test of **markdown** 
inside a tab! <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> </div> <div data-tab="Plain" 
id="tab-51c8e864-c2e6-4994-9c15-9de3b6ea709e"> This is a test of **markdown** 
inside a tab! <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>// This tab does not have the data-lang 
attribute <span class="nb">set</span>!
 <span class="gp">$ </span><span class="nb">cd </span>path/to/your/file
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="HTML" 
data-lang="html" id="tab-8d7709c7-deaa-481c-a84c-d79a4254e911"> <p>This HTML is 
<b>hard coded</b>.</p> </div> <div data-tab="Python" data-lang="python" 
id="tab-b9c39413-47b6-4967-911f-f9b1155f6913"> <div class="highlight python"> 
<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="c"># The other group does not have a Python 
tab.</span>
-</pre></td> </tr></tbody></table> </div> </div> </div> <div class="tabs"> <ul 
class="control"> <li data-lang="java"><a 
href="#tab-91ae4ea1-c2a8-4c0f-ab68-e882e92cc437">Java</a></li> <li 
data-lang="html"><a 
href="#tab-aaa82f29-5acb-4663-8e04-b8a86f68b600">HTML</a></li> </ul> <div 
data-tab="Java" data-lang="java" id="tab-91ae4ea1-c2a8-4c0f-ab68-e882e92cc437"> 
<div class="highlight plaintext"> <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>// Java code..
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="HTML" 
data-lang="html" id="tab-aaa82f29-5acb-4663-8e04-b8a86f68b600"> This includes 
**bold** with Markdown. </div> </div> </div></div></div></div><footer><div 
class="container"><div class="seperator"></div><div class="row"><div 
class="col-md-6 col-xs-6 footer-link-column"><div 
class="footer-link-column-row"><h4>Community</h4><ul><li><a 
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data-count-aria-label="# stargazers on GitHub" aria-label="Star 
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data-icon="octicon-git-branch" data-style="mega" 
data-count-href="/apache/incubator-predictionio/network" 
data-count-api="/repos/apache/incubator-predictionio#forks_count" 
data-count-aria-label="# forks on GitHub" aria-label="Fork 
apache/incubator-predictionio on GitHub">Fork</a> <script id="github-bjs" 
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+</pre></td> </tr></tbody></table> </div> </div> <div data-tab="HTML" 
data-lang="html" id="tab-2f5fb01d-d805-42e4-a069-daa8190896d1"> <p>This HTML is 
<b>hard coded</b>.</p> </div> <div data-tab="Python" data-lang="python" 
id="tab-e633fc20-338a-4278-aaee-e28d6200fc94"> <div class="highlight python"> 
<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="c"># The other group does not have a Python 
tab.</span>
+</pre></td> </tr></tbody></table> </div> </div> </div> <div class="tabs"> <ul 
class="control"> <li data-lang="java"><a 
href="#tab-d1493555-f7c7-4184-a6da-5993e0293ace">Java</a></li> <li 
data-lang="html"><a 
href="#tab-8cec09d4-dd51-449f-b317-a2338c928b05">HTML</a></li> </ul> <div 
data-tab="Java" data-lang="java" id="tab-d1493555-f7c7-4184-a6da-5993e0293ace"> 
<div class="highlight plaintext"> <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>// Java code..
+</pre></td> </tr></tbody></table> </div> </div> <div data-tab="HTML" 
data-lang="html" id="tab-8cec09d4-dd51-449f-b317-a2338c928b05"> This includes 
**bold** with Markdown. </div> </div> </div></div></div></div><footer><div 
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href="mailto:user-subscr...@predictionio.incubator.apache.org"; 
target="blank">Subscribe to User Mailing List</a></li><li><a 
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diff --git a/sitemap.xml b/sitemap.xml
index 8f8869c..6a47acb 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -452,7 +452,7 @@
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   <url>
     <loc>//predictionio.incubator.apache.org/gallery/template-gallery/</loc>
-    <lastmod>2016-09-13T00:47:09+00:00</lastmod>
+    <lastmod>2016-09-19T18:57:09+00:00</lastmod>
     <changefreq>monthly</changefreq>
     <priority>0.5</priority>
   </url>

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----------------------------------------------------------------------
diff --git a/templates/classification/quickstart/index.html 
b/templates/classification/quickstart/index.html
index d32a57e..d13aa60 100644
--- a/templates/classification/quickstart/index.html
+++ b/templates/classification/quickstart/index.html
@@ -32,7 +32,7 @@ Your system is all ready to go.
 <span class="o">[</span>INFO] <span class="o">[</span>App<span 
class="nv">$]</span>               MyApp1 |    1 | 
3mZWDzci2D5YsqAnqNnXH9SB6Rg3dsTBs8iHkK6X2i54IQsIZI1eEeQQyMfs7b3F | <span 
class="o">(</span>all<span class="o">)</span>
 <span class="o">[</span>INFO] <span class="o">[</span>App<span 
class="nv">$]</span>               MyApp2 |    2 | 
io5lz6Eg4m3Xe4JZTBFE13GMAf1dhFl6ZteuJfrO84XpdOz9wRCrDU44EUaYuXq5 | <span 
class="o">(</span>all<span class="o">)</span>
 <span class="o">[</span>INFO] <span class="o">[</span>App<span 
class="nv">$]</span> Finished listing 2 app<span class="o">(</span>s<span 
class="o">)</span>.
-</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 
id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, 
let&#39;s collect some training data. By default, the Classification Engine 
Template reads 4 properties of a user record: attr0, attr1, attr2 and plan. 
This templates requires &#39;$set&#39; user events.</p><div 
class="alert-message info"><p>This template can easily be customized to use 
different or more number of attributes.</p></div><p>You can send these events 
to PredictionIO Event Server in real-time easily by making a HTTP request or 
through the provided SDK. Please see <a href="/appintegration/">App Integration 
Overview</a> for more details how to integrate your app with 
SDK.</p><p>Let&#39;s try sending events to EventServer with the following 
<code>curl</code> commands (The corresponding SDK code is showed in other 
tabs).</p><p>Replace <code>&lt;ACCCESS_KEY&gt;</code> by the Access Key 
generated in above steps. Note that <code>loca
 lhost:7070</code> is the default URL of the Event Server.</p><p>For 
convenience, set your access key to the shell variable, run:</p><p><code>$ 
ACCESS_KEY=&lt;ACCESS_KEY&gt;</code></p> <p><a href="#"></a></p> <p>To set 
properties &quot;attr0&quot;, &quot;attr1&quot;, &quot;attr2&quot; and 
&quot;plan&quot; for user &quot;u0&quot; on time 
<code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if 
eventTime is not specified), you can send <code>$set</code> event for the user. 
To send this event, run the following <code>curl</code> command:</p><div 
class="tabs"> <ul class="control"> <li data-lang="json"><a 
href="#tab-5faae9ed-34f4-498f-ab81-8725f241787f">REST API</a></li> <li 
data-lang="python"><a href="#tab-e898b1ba-b380-4349-b81f-2b2a58b42594">Python 
SDK</a></li> <li data-lang="php"><a 
href="#tab-19865a9f-e8ce-4066-96d5-ebed64e131f1">PHP SDK</a></li> <li 
data-lang="ruby"><a href="#tab-a62e7fbe-5ed6-4a81-a793-4c2e085bade5">Ruby 
SDK</a></li> <li data-lang="java"><a href="#t
 ab-652641b8-098b-45a2-9e67-0e85099aa5ee">Java SDK</a></li> </ul> <div 
data-tab="REST API" data-lang="json" 
id="tab-5faae9ed-34f4-498f-ab81-8725f241787f"> <div class="highlight shell"> 
<table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" 
style="text-align: right"><pre class="lineno">1
+</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 
id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, 
let&#39;s collect some training data. By default, the Classification Engine 
Template reads 4 properties of a user record: attr0, attr1, attr2 and plan. 
This templates requires &#39;$set&#39; user events.</p><div 
class="alert-message info"><p>This template can easily be customized to use 
different or more number of attributes.</p></div><p>You can send these events 
to PredictionIO Event Server in real-time easily by making a HTTP request or 
through the provided SDK. Please see <a href="/appintegration/">App Integration 
Overview</a> for more details how to integrate your app with 
SDK.</p><p>Let&#39;s try sending events to EventServer with the following 
<code>curl</code> commands (The corresponding SDK code is showed in other 
tabs).</p><p>Replace <code>&lt;ACCCESS_KEY&gt;</code> by the Access Key 
generated in above steps. Note that <code>loca
 lhost:7070</code> is the default URL of the Event Server.</p><p>For 
convenience, set your access key to the shell variable, run:</p><p><code>$ 
ACCESS_KEY=&lt;ACCESS_KEY&gt;</code></p> <p><a href="#"></a></p> <p>To set 
properties &quot;attr0&quot;, &quot;attr1&quot;, &quot;attr2&quot; and 
&quot;plan&quot; for user &quot;u0&quot; on time 
<code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if 
eventTime is not specified), you can send <code>$set</code> event for the user. 
To send this event, run the following <code>curl</code> command:</p><div 
class="tabs"> <ul class="control"> <li data-lang="json"><a 
href="#tab-b743340a-3e72-407a-96a6-b17c7dca34a0">REST API</a></li> <li 
data-lang="python"><a href="#tab-7b4d9be8-092e-4e34-813e-70216c75ad48">Python 
SDK</a></li> <li data-lang="php"><a 
href="#tab-e469bf79-cda2-4925-ba9b-773c8f133bf8">PHP SDK</a></li> <li 
data-lang="ruby"><a href="#tab-6127378b-f935-47db-85c7-595637526525">Ruby 
SDK</a></li> <li data-lang="java"><a href="#t
 ab-36a2c88c-8038-4e5f-ae8e-73d2369de404">Java SDK</a></li> </ul> <div 
data-tab="REST API" data-lang="json" 
id="tab-b743340a-3e72-407a-96a6-b17c7dca34a0"> <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
@@ -59,7 +59,7 @@ Your system is all ready to go.
   }
   "eventTime" : "2014-11-02T09:39:45.618-08:00"
 }'</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-e898b1ba-b380-4349-b81f-2b2a58b42594"> <div 
class="highlight python"> <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> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-7b4d9be8-092e-4e34-813e-70216c75ad48"> <div 
class="highlight python"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -100,7 +100,7 @@ Your system is all ready to go.
       <span class="s">"plan"</span> <span class="p">:</span> <span 
class="nb">int</span><span class="p">(</span><span class="o">&lt;</span><span 
class="n">VALUE</span> <span class="n">OF</span> <span 
class="n">PLAN</span><span class="o">&gt;</span><span class="p">)</span>
     <span class="p">}</span>
 <span class="p">)</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-19865a9f-e8ce-4066-96d5-ebed64e131f1"> <div 
class="highlight php"> <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> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-e469bf79-cda2-4925-ba9b-773c8f133bf8"> <div 
class="highlight php"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -137,7 +137,7 @@ Your system is all ready to go.
    <span class="p">)</span>
 <span class="p">));</span>
 <span class="cp">?&gt;</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-a62e7fbe-5ed6-4a81-a793-4c2e085bade5"> <div 
class="highlight ruby"> <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> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-6127378b-f935-47db-85c7-595637526525"> <div 
class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -168,7 +168,7 @@ Your system is all ready to go.
     <span class="p">}</span>
   <span class="p">}</span>
 <span class="p">)</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-652641b8-098b-45a2-9e67-0e85099aa5ee"> <div 
class="highlight java"> <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> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-36a2c88c-8038-4e5f-ae8e-73d2369de404"> <div 
class="highlight java"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -203,7 +203,7 @@ Your system is all ready to go.
         <span class="s">"plan"</span><span class="o">,</span> <span 
class="o">&lt;</span><span class="n">VALUE</span> <span class="n">OF</span> 
<span class="n">PLAN</span><span class="o">&gt;</span>
     <span class="o">));</span>
 <span class="n">client</span><span class="o">.</span><span 
class="na">createEvent</span><span class="o">(</span><span 
class="n">event</span><span class="o">);</span>
-</pre></td> </tr></tbody></table> </div> </div> </div> <p>Note that you can 
also set the properties for the user with multiple <code>$set</code> events 
(They will be aggregated during engine training).</p><p>To set properties 
&quot;attr0&quot;, &quot;attr1&quot; and &quot;attr2&quot;, and 
&quot;plan&quot; for user &quot;u1&quot; at different time, you can send 
follwing <code>$set</code> events for the user. To send these events, run the 
following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> 
<li data-lang="json"><a href="#tab-3d4717e6-6007-4e7c-ac49-f2cc767952fc">REST 
API</a></li> <li data-lang="python"><a 
href="#tab-3fa2cc5c-8156-4076-b160-6ce4dcaefd13">Python SDK</a></li> <li 
data-lang="php"><a href="#tab-4e4ad2ae-f2a2-4255-b282-41156c9ddc68">PHP 
SDK</a></li> <li data-lang="ruby"><a 
href="#tab-a71426db-ee25-403f-9fda-5efcb651b437">Ruby SDK</a></li> <li 
data-lang="java"><a href="#tab-8c8799b6-04e2-4a3b-88a9-80d2309e6ccf">Java 
SDK</a></li> </ul> <div data-tab
 ="REST API" data-lang="json" id="tab-3d4717e6-6007-4e7c-ac49-f2cc767952fc"> 
<div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
+</pre></td> </tr></tbody></table> </div> </div> </div> <p>Note that you can 
also set the properties for the user with multiple <code>$set</code> events 
(They will be aggregated during engine training).</p><p>To set properties 
&quot;attr0&quot;, &quot;attr1&quot; and &quot;attr2&quot;, and 
&quot;plan&quot; for user &quot;u1&quot; at different time, you can send 
follwing <code>$set</code> events for the user. To send these events, run the 
following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> 
<li data-lang="json"><a href="#tab-97c295d7-e11f-450f-ba13-763bd09f4cb4">REST 
API</a></li> <li data-lang="python"><a 
href="#tab-70a3f2f3-8883-4fc8-88dc-3bab3dc280f1">Python SDK</a></li> <li 
data-lang="php"><a href="#tab-1937d511-419d-441d-9e5c-61b1a4a69ae3">PHP 
SDK</a></li> <li data-lang="ruby"><a 
href="#tab-04a6d26c-31e6-4144-9d03-f9d104e91439">Ruby SDK</a></li> <li 
data-lang="java"><a href="#tab-77e52cf6-e742-4db5-83b4-5600b850f5b0">Java 
SDK</a></li> </ul> <div data-tab
 ="REST API" data-lang="json" id="tab-97c295d7-e11f-450f-ba13-763bd09f4cb4"> 
<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
@@ -274,7 +274,7 @@ Your system is all ready to go.
   }
   "eventTime" : "2014-11-02T09:39:45.618-08:00"
 }'</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-3fa2cc5c-8156-4076-b160-6ce4dcaefd13"> <div 
class="highlight python"> <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> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-70a3f2f3-8883-4fc8-88dc-3bab3dc280f1"> <div 
class="highlight python"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -327,7 +327,7 @@ Your system is all ready to go.
       <span class="s">"plan"</span> <span class="p">:</span> <span 
class="nb">int</span><span class="p">(</span><span class="o">&lt;</span><span 
class="n">VALUE</span> <span class="n">OF</span> <span 
class="n">PLAN</span><span class="o">&gt;</span><span class="p">)</span>
     <span class="p">}</span>
 <span class="p">)</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-4e4ad2ae-f2a2-4255-b282-41156c9ddc68"> <div 
class="highlight php"> <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> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-1937d511-419d-441d-9e5c-61b1a4a69ae3"> <div 
class="highlight php"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -390,7 +390,7 @@ Your system is all ready to go.
 <span class="p">));</span>
 
 <span class="cp">?&gt;</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-a71426db-ee25-403f-9fda-5efcb651b437"> <div 
class="highlight ruby"> <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> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-04a6d26c-31e6-4144-9d03-f9d104e91439"> <div 
class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -433,7 +433,7 @@ Your system is all ready to go.
 <span class="p">)</span>
 
 <span class="c1"># Etc...</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-8c8799b6-04e2-4a3b-88a9-80d2309e6ccf"> <div 
class="highlight java"> <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> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-77e52cf6-e742-4db5-83b4-5600b850f5b0"> <div 
class="highlight java"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -497,17 +497,17 @@ Your system is all ready to go.
 </pre></td></tr></tbody></table> </div> <p>When the engine is deployed 
successfully and running, you should see a console message 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</pre></td><td class="code"><pre><span class="o">[</span>INFO] <span 
class="o">[</span>HttpListener] Bound to /0.0.0.0:8000
 <span class="o">[</span>INFO] <span class="o">[</span>MasterActor] Bind 
successful. Ready to serve.
-</pre></td></tr></tbody></table> </div> <p>Do not kill the deployed engine 
process.</p><p>By default, the deployed engine binds to <a 
href="http://localhost:8000";><a 
href="http://localhost:8000";>http://localhost:8000</a></a>. You can visit that 
page in your web browser to check its status.</p><p><img alt="Engine Status" 
src="/images/engine-server-3246414b.png"/></p></p><h2 id='6.-use-the-engine' 
class='header-anchors'>6. Use the Engine</h2><p>Now, You can try to retrieve 
predicted results. For example, to predict the label (i.e. <em>plan</em> in 
this case) of a user with attr0=2, attr1=0 and attr2=0, you send this JSON 
<code>{ &quot;attr0&quot;:2, &quot;attr1&quot;:0, &quot;attr2&quot;:0 }</code> 
to the deployed engine and it will return a JSON of the predicted plan. Simply 
send a query by making a HTTP request or through the <code>EngineClient</code> 
of an SDK.</p><p>With the deployed engine running, open another temrinal and 
run the following <code>curl</code> command or use SDK t
 o send the query:</p><div class="tabs"> <ul class="control"> <li 
data-lang="bash"><a href="#tab-6575a39e-dcba-405d-9c82-3020aff60399">REST 
API</a></li> <li data-lang="python"><a 
href="#tab-6aff4b4e-aaa9-4634-a7d1-a7715547a85f">Python SDK</a></li> <li 
data-lang="php"><a href="#tab-c4a750f5-5b16-4d31-80f0-969030918d3f">PHP 
SDK</a></li> <li data-lang="ruby"><a 
href="#tab-ff4d0de7-2b08-41bc-96d9-2a5478056b82">Ruby SDK</a></li> <li 
data-lang="java"><a href="#tab-863cad7f-dc5b-49c4-8f14-959e8ba37514">Java 
SDK</a></li> </ul> <div data-tab="REST API" data-lang="bash" 
id="tab-6575a39e-dcba-405d-9c82-3020aff60399"> <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>Do not kill the deployed engine 
process.</p><p>By default, the deployed engine binds to <a 
href="http://localhost:8000";><a 
href="http://localhost:8000";>http://localhost:8000</a></a>. You can visit that 
page in your web browser to check its status.</p><p><img alt="Engine Status" 
src="/images/engine-server-3246414b.png"/></p></p><h2 id='6.-use-the-engine' 
class='header-anchors'>6. Use the Engine</h2><p>Now, You can try to retrieve 
predicted results. For example, to predict the label (i.e. <em>plan</em> in 
this case) of a user with attr0=2, attr1=0 and attr2=0, you send this JSON 
<code>{ &quot;attr0&quot;:2, &quot;attr1&quot;:0, &quot;attr2&quot;:0 }</code> 
to the deployed engine and it will return a JSON of the predicted plan. Simply 
send a query by making a HTTP request or through the <code>EngineClient</code> 
of an SDK.</p><p>With the deployed engine running, open another temrinal and 
run the following <code>curl</code> command or use SDK t
 o send the query:</p><div class="tabs"> <ul class="control"> <li 
data-lang="bash"><a href="#tab-ed91fc7d-354d-4f94-9a0b-43523570e987">REST 
API</a></li> <li data-lang="python"><a 
href="#tab-5cc077bb-318e-4f6c-92e4-6bde1ee1507c">Python SDK</a></li> <li 
data-lang="php"><a href="#tab-05de903f-ca4c-42fe-a412-40635bbb029d">PHP 
SDK</a></li> <li data-lang="ruby"><a 
href="#tab-2a5710db-ee6a-4731-a7e5-8218607986d9">Ruby SDK</a></li> <li 
data-lang="java"><a href="#tab-9bd8fce0-93df-4fca-9e73-702d0ea6e066">Java 
SDK</a></li> </ul> <div data-tab="REST API" data-lang="bash" 
id="tab-ed91fc7d-354d-4f94-9a0b-43523570e987"> <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>curl -H <span 
class="s2">"Content-Type: application/json"</span> <span class="se">\</span>
 -d <span class="s1">'{ "attr0":2, "attr1":0, "attr2":0 }'</span> 
http://localhost:8000/queries.json
 
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-6aff4b4e-aaa9-4634-a7d1-a7715547a85f"> <div 
class="highlight python"> <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> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-5cc077bb-318e-4f6c-92e4-6bde1ee1507c"> <div 
class="highlight python"> <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="kn">import</span> <span 
class="nn">predictionio</span>
 <span class="n">engine_client</span> <span class="o">=</span> <span 
class="n">predictionio</span><span class="o">.</span><span 
class="n">EngineClient</span><span class="p">(</span><span 
class="n">url</span><span class="o">=</span><span 
class="s">"http://localhost:8000";</span><span class="p">)</span>
 <span class="k">print</span> <span class="n">engine_client</span><span 
class="o">.</span><span class="n">send_query</span><span 
class="p">({</span><span class="s">"attr0"</span><span class="p">:</span><span 
class="mi">2</span><span class="p">,</span> <span class="s">"attr1"</span><span 
class="p">:</span><span class="mi">0</span><span class="p">,</span> <span 
class="s">"attr2"</span><span class="p">:</span><span class="mi">0</span><span 
class="p">})</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-c4a750f5-5b16-4d31-80f0-969030918d3f"> <div 
class="highlight php"> <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> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-05de903f-ca4c-42fe-a412-40635bbb029d"> <div 
class="highlight php"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -526,7 +526,7 @@ Your system is all ready to go.
 <span class="nb">print_r</span><span class="p">(</span><span 
class="nv">$response</span><span class="p">);</span>
 
 <span class="cp">?&gt;</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-ff4d0de7-2b08-41bc-96d9-2a5478056b82"> <div 
class="highlight ruby"> <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> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-2a5710db-ee6a-4731-a7e5-8218607986d9"> <div 
class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -539,7 +539,7 @@ Your system is all ready to go.
 <span class="n">response</span> <span class="o">=</span> <span 
class="n">client</span><span class="p">.</span><span 
class="nf">send_query</span><span class="p">(</span><span 
class="s1">'attr0'</span> <span class="o">=&gt;</span> <span 
class="mi">2</span><span class="p">,</span> <span class="s1">'attr1'</span> 
<span class="o">=&gt;</span> <span class="mi">0</span><span class="p">,</span> 
<span class="s1">'attr2'</span> <span class="o">=&gt;</span> <span 
class="mi">0</span><span class="p">)</span>
 
 <span class="nb">puts</span> <span class="n">response</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-863cad7f-dc5b-49c4-8f14-959e8ba37514"> <div 
class="highlight java"> <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> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-9bd8fce0-93df-4fca-9e73-702d0ea6e066"> <div 
class="highlight java"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/89f04a02/templates/classification/quickstart/index.html.gz
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/89f04a02/templates/complementarypurchase/dase/index.html.gz
----------------------------------------------------------------------
diff --git a/templates/complementarypurchase/dase/index.html.gz 
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index f11b6f5..f5eadd7 100644
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/89f04a02/templates/complementarypurchase/quickstart/index.html
----------------------------------------------------------------------
diff --git a/templates/complementarypurchase/quickstart/index.html 
b/templates/complementarypurchase/quickstart/index.html
index 67627cb..68d36d2 100644
--- a/templates/complementarypurchase/quickstart/index.html
+++ b/templates/complementarypurchase/quickstart/index.html
@@ -32,7 +32,7 @@ Your system is all ready to go.
 <span class="o">[</span>INFO] <span class="o">[</span>App<span 
class="nv">$]</span>               MyApp1 |    1 | 
3mZWDzci2D5YsqAnqNnXH9SB6Rg3dsTBs8iHkK6X2i54IQsIZI1eEeQQyMfs7b3F | <span 
class="o">(</span>all<span class="o">)</span>
 <span class="o">[</span>INFO] <span class="o">[</span>App<span 
class="nv">$]</span>               MyApp2 |    2 | 
io5lz6Eg4m3Xe4JZTBFE13GMAf1dhFl6ZteuJfrO84XpdOz9wRCrDU44EUaYuXq5 | <span 
class="o">(</span>all<span class="o">)</span>
 <span class="o">[</span>INFO] <span class="o">[</span>App<span 
class="nv">$]</span> Finished listing 2 app<span class="o">(</span>s<span 
class="o">)</span>.
-</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 
id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, 
let&#39;s collect training data for this Engine. By default, Complementary 
Purchase Engine Template supports the following entities: 
<strong>user</strong>, <strong>item</strong>. A user buys an item. This 
template requires user-buy-item events.</p><p>Note that the engine requires 
correct buy event time being used in order to determine if the items being 
bought are in the same &#39;basket&#39;, which is configured by the 
&#39;basketWindow&#39; parameter. Using an unreal event time for the buy events 
will cause an incorrect model. If you use SDK, the current time is used as 
event time by default.</p><div class="alert-message warning"><p>In particular, 
make sure correct event time is specified if you import data in batch (i.e. not 
in real time). If the event time is omitted, the SDK will use <strong>current 
time</strong> as event time which 
 is not the actual time of the buy event in this case!</p></div><p>You can send 
these events to PredictionIO Event Server in real-time easily by making a HTTP 
request or through the provided SDK. Please see <a href="/appintegration/">App 
Integration Overview</a> for more details how to integrate your app with 
SDK.</p><p>Let&#39;s try sending events to EventServer with the following 
<code>curl</code> commands (The corresponding SDK code is showed in other 
tabs).</p><p>Replace <code>&lt;ACCCESS_KEY&gt;</code> by the Access Key 
generated in above steps. Note that <code>localhost:7070</code> is the default 
URL of the Event Server.</p><p>For convenience, set your access key to the 
shell variable, run:</p><p><code>$ ACCESS_KEY=&lt;ACCESS_KEY&gt;</code></p> 
<p><a href="#"></a></p> <p>When an user u0 buys item i0 on time 
<code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if 
eventTime is not specified), you can send a buy event. Run the following 
<code>curl</code> command:<
 /p><div class="tabs"> <ul class="control"> <li data-lang="json"><a 
href="#tab-e01b446d-f7fa-47a5-af5e-23206335f94b">REST API</a></li> <li 
data-lang="python"><a href="#tab-87353a13-fc3d-425d-a7cb-d9f87bed916c">Python 
SDK</a></li> <li data-lang="php"><a 
href="#tab-68764353-6499-4ddd-b1d1-8c856d7e43e1">PHP SDK</a></li> <li 
data-lang="ruby"><a href="#tab-d38113a4-7942-4803-8465-c46b20bf0ee7">Ruby 
SDK</a></li> <li data-lang="java"><a 
href="#tab-227f96c0-6f9e-4760-9a3a-3a03ba7103f2">Java SDK</a></li> </ul> <div 
data-tab="REST API" data-lang="json" 
id="tab-e01b446d-f7fa-47a5-af5e-23206335f94b"> <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><a href="#"></a></p> <h2 
id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, 
let&#39;s collect training data for this Engine. By default, Complementary 
Purchase Engine Template supports the following entities: 
<strong>user</strong>, <strong>item</strong>. A user buys an item. This 
template requires user-buy-item events.</p><p>Note that the engine requires 
correct buy event time being used in order to determine if the items being 
bought are in the same &#39;basket&#39;, which is configured by the 
&#39;basketWindow&#39; parameter. Using an unreal event time for the buy events 
will cause an incorrect model. If you use SDK, the current time is used as 
event time by default.</p><div class="alert-message warning"><p>In particular, 
make sure correct event time is specified if you import data in batch (i.e. not 
in real time). If the event time is omitted, the SDK will use <strong>current 
time</strong> as event time which 
 is not the actual time of the buy event in this case!</p></div><p>You can send 
these events to PredictionIO Event Server in real-time easily by making a HTTP 
request or through the provided SDK. Please see <a href="/appintegration/">App 
Integration Overview</a> for more details how to integrate your app with 
SDK.</p><p>Let&#39;s try sending events to EventServer with the following 
<code>curl</code> commands (The corresponding SDK code is showed in other 
tabs).</p><p>Replace <code>&lt;ACCCESS_KEY&gt;</code> by the Access Key 
generated in above steps. Note that <code>localhost:7070</code> is the default 
URL of the Event Server.</p><p>For convenience, set your access key to the 
shell variable, run:</p><p><code>$ ACCESS_KEY=&lt;ACCESS_KEY&gt;</code></p> 
<p><a href="#"></a></p> <p>When an user u0 buys item i0 on time 
<code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if 
eventTime is not specified), you can send a buy event. Run the following 
<code>curl</code> command:<
 /p><div class="tabs"> <ul class="control"> <li data-lang="json"><a 
href="#tab-f17f86b9-e820-43c4-9962-03eb7c32ddbe">REST API</a></li> <li 
data-lang="python"><a href="#tab-914af354-551d-46e3-8f3f-dcc33b9ab8ed">Python 
SDK</a></li> <li data-lang="php"><a 
href="#tab-fd31d832-657c-4495-bf4c-c5d0e8489968">PHP SDK</a></li> <li 
data-lang="ruby"><a href="#tab-9abfc24b-faed-4289-84b5-b3b05ee17856">Ruby 
SDK</a></li> <li data-lang="java"><a 
href="#tab-4f497622-e2a4-4d0d-9692-ba8559e95f90">Java SDK</a></li> </ul> <div 
data-tab="REST API" data-lang="json" 
id="tab-f17f86b9-e820-43c4-9962-03eb7c32ddbe"> <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
@@ -51,7 +51,7 @@ Your system is all ready to go.
   "targetEntityId" : "i0",
   "eventTime" : "2014-11-02T09:39:45.618-08:00"
 }'</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-87353a13-fc3d-425d-a7cb-d9f87bed916c"> <div 
class="highlight python"> <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> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-914af354-551d-46e3-8f3f-dcc33b9ab8ed"> <div 
class="highlight python"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -104,7 +104,7 @@ Your system is all ready to go.
   <span class="n">target_entity_id</span><span class="o">=&lt;</span><span 
class="n">ITEM</span> <span class="n">ID</span><span class="o">&gt;</span><span 
class="p">,</span>
   <span class="n">event_time</span><span class="o">=&lt;</span><span 
class="n">EVENT_TIME</span><span class="o">&gt;</span>
 <span class="p">)</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-68764353-6499-4ddd-b1d1-8c856d7e43e1"> <div 
class="highlight php"> <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> </div> <div data-tab="PHP SDK" 
data-lang="php" id="tab-fd31d832-657c-4495-bf4c-c5d0e8489968"> <div 
class="highlight php"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -155,7 +155,7 @@ Your system is all ready to go.
 <span class="p">));</span>
 
 <span class="cp">?&gt;</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-d38113a4-7942-4803-8465-c46b20bf0ee7"> <div 
class="highlight ruby"> <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> </div> <div data-tab="Ruby SDK" 
data-lang="ruby" id="tab-9abfc24b-faed-4289-84b5-b3b05ee17856"> <div 
class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -200,7 +200,7 @@ Your system is all ready to go.
     <span class="s1">'eventTime'</span> <span class="o">=&gt;</span> <span 
class="o">&lt;</span><span class="no">EVENT_TIME</span><span 
class="o">&gt;</span>
   <span class="p">}</span>
 <span class="p">)</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-227f96c0-6f9e-4760-9a3a-3a03ba7103f2"> <div 
class="highlight java"> <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> </div> <div data-tab="Java SDK" 
data-lang="java" id="tab-4f497622-e2a4-4d0d-9692-ba8559e95f90"> <div 
class="highlight java"> <table style="border-spacing: 0"><tbody><tr> <td 
class="gutter gl" style="text-align: right"><pre class="lineno">1
 2
 3
 4
@@ -290,7 +290,7 @@ User u10 buys item s2i1 at 2014-10-19 15:43:15.618000-07:53
 </pre></td></tr></tbody></table> </div> <p>When the engine is deployed 
successfully and running, you should see a console message 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</pre></td><td class="code"><pre><span class="o">[</span>INFO] <span 
class="o">[</span>HttpListener] Bound to /0.0.0.0:8000
 <span class="o">[</span>INFO] <span class="o">[</span>MasterActor] Bind 
successful. Ready to serve.
-</pre></td></tr></tbody></table> </div> <p>Do not kill the deployed engine 
process.</p><p>By default, the deployed engine binds to <a 
href="http://localhost:8000";><a 
href="http://localhost:8000";>http://localhost:8000</a></a>. You can visit that 
page in your web browser to check its status.</p><p><img alt="Engine Status" 
src="/images/engine-server-3246414b.png"/></p></p><h2 id='6.-use-the-engine' 
class='header-anchors'>6. Use the Engine</h2><p>Now, You can query the engine. 
For example, return top 3 items which are frequently bought with item 
&quot;s2i1&quot;. You can sending this JSON &#39;{ &quot;items&quot; : 
[&quot;s2i1&quot;], &quot;num&quot; : 3 }&#39; to the deployed engine. The 
engine will return a JSON with the recommeded items.</p><p>If you include one 
or more items in the query, the engine will use each combination of the query 
items as condition, and return recommended items if there is any for this 
condition. For example, if you query items are [&quot;A&quot;, &quot;B&qu
 ot;], then the engine will use [&quot;A&quot;], [&quot;B&quot;], and 
[&quot;A&quot;, &quot;B&quot;] as condition and try to find top n recommended 
items for each combination.</p><p>You can simply send a query by making a HTTP 
request or through the <code>EngineClient</code> of an SDK.</p><p>With the 
deployed engine running, open another temrinal and run the following 
<code>curl</code> command or use SDK to send the query:</p><div class="tabs"> 
<ul class="control"> <li data-lang="json"><a 
href="#tab-9204aab9-7d48-4d4e-8aaf-6b569d7c72b7">REST API</a></li> <li 
data-lang="python"><a href="#tab-3f7937b2-ee20-4595-90a0-abf3a0360586">Python 
SDK</a></li> <li data-lang="php"><a 
href="#tab-a592363b-1850-4fa1-a688-0d336cc04b60">PHP SDK</a></li> <li 
data-lang="ruby"><a href="#tab-ffc2776c-fba3-48ca-9d56-ed2aea9131ae">Ruby 
SDK</a></li> <li data-lang="java"><a 
href="#tab-da108945-fa47-4cbc-8b58-7ae05a44b7e7">Java SDK</a></li> </ul> <div 
data-tab="REST API" data-lang="json" id="tab-9204aab9-7d48-4
 d4e-8aaf-6b569d7c72b7"> <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>Do not kill the deployed engine 
process.</p><p>By default, the deployed engine binds to <a 
href="http://localhost:8000";><a 
href="http://localhost:8000";>http://localhost:8000</a></a>. You can visit that 
page in your web browser to check its status.</p><p><img alt="Engine Status" 
src="/images/engine-server-3246414b.png"/></p></p><h2 id='6.-use-the-engine' 
class='header-anchors'>6. Use the Engine</h2><p>Now, You can query the engine. 
For example, return top 3 items which are frequently bought with item 
&quot;s2i1&quot;. You can sending this JSON &#39;{ &quot;items&quot; : 
[&quot;s2i1&quot;], &quot;num&quot; : 3 }&#39; to the deployed engine. The 
engine will return a JSON with the recommeded items.</p><p>If you include one 
or more items in the query, the engine will use each combination of the query 
items as condition, and return recommended items if there is any for this 
condition. For example, if you query items are [&quot;A&quot;, &quot;B&qu
 ot;], then the engine will use [&quot;A&quot;], [&quot;B&quot;], and 
[&quot;A&quot;, &quot;B&quot;] as condition and try to find top n recommended 
items for each combination.</p><p>You can simply send a query by making a HTTP 
request or through the <code>EngineClient</code> of an SDK.</p><p>With the 
deployed engine running, open another temrinal and run the following 
<code>curl</code> command or use SDK to send the query:</p><div class="tabs"> 
<ul class="control"> <li data-lang="json"><a 
href="#tab-9debb9a0-a51e-463a-b2b7-4702624fa581">REST API</a></li> <li 
data-lang="python"><a href="#tab-42c66147-b590-4271-b003-06c6d76e2ea3">Python 
SDK</a></li> <li data-lang="php"><a 
href="#tab-f3fb6517-03aa-4018-84c5-a50c6da23d7c">PHP SDK</a></li> <li 
data-lang="ruby"><a href="#tab-d897ce67-ee98-4230-94da-a52b9082708a">Ruby 
SDK</a></li> <li data-lang="java"><a 
href="#tab-3c0464a3-5595-4196-8307-3787dd0e3692">Java SDK</a></li> </ul> <div 
data-tab="REST API" data-lang="json" id="tab-9debb9a0-a51e-4
 63a-b2b7-4702624fa581"> <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
@@ -303,7 +303,7 @@ User u10 buys item s2i1 at 2014-10-19 15:43:15.618000-07:53
 }'</span> <span class="se">\</span>
 http://localhost:8000/queries.json
 
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-3f7937b2-ee20-4595-90a0-abf3a0360586"> <div 
class="highlight python"> <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> </div> <div data-tab="Python SDK" 
data-lang="python" id="tab-42c66147-b590-4271-b003-06c6d76e2ea3"> <div 
class="highlight python"> <table style="border-spacing: 0"><tbody><tr> <td 
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@@ -314,7 +314,7 @@ http://localhost:8000/queries.json
   <span class="s">"items"</span> <span class="p">:</span> <span 
class="p">[</span><span class="s">"s2i1"</span><span class="p">],</span>
   <span class="s">"num"</span> <span class="p">:</span> <span 
class="mi">3</span>
 <span class="p">})</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" 
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@@ -341,7 +341,7 @@ http://localhost:8000/queries.json
 <span class="nb">print_r</span><span class="p">(</span><span 
class="nv">$response</span><span class="p">);</span>
 
 <span class="cp">?&gt;</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" 
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@@ -360,7 +360,7 @@ http://localhost:8000/queries.json
 <span class="p">)</span>
 
 <span class="nb">puts</span> <span class="n">response</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" 
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/89f04a02/templates/complementarypurchase/quickstart/index.html.gz
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