http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/productranking/quickstart/index.html ---------------------------------------------------------------------- diff --git a/templates/productranking/quickstart/index.html b/templates/productranking/quickstart/index.html index 732af73..a851e7b 100644 --- a/templates/productranking/quickstart/index.html +++ b/templates/productranking/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">$]</span> Finished listing 2 app<span class="o">(</span>s<span class="o">)</span>. -</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, let's collect some training data for the app of this Engine. By default, the Product Ranking Engine Template supports 2 types of entities: <strong>user</strong> and <strong>item</strong>, and event <strong>view</strong>. A user can view an item. This template requires '$set' user event, '$set' item event and user-view-item events.</p> <p>You can send these events to PredictionIO Event Server in real-time easily by making a HTTP request or through the provided SDK. Please see <a href="/appintegration/">App Integration Overview</a> for more details how to integrate your app with SDK.</p><p>Let's try sending events to EventServer with the following <code>curl</code> commands (The corresponding SDK code is showed in other tabs).</p><p>Replace <code><ACCCESS_KEY></code> by the Access Key generated in above steps. Note that <code>localhost:7070</code> is the default URL of the Event Server.</p><p>For convenience, set your access key to the shell variable, run:</p><p><code>$ ACCESS_KEY=<ACCESS_KEY></code></p> <p><a href="#"></a></p> <p>For example, when a new user with id "u0" is created in your app 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 <code>$set</code> event for this user. To send this event, run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-83fbb9bf-2c1c-4c03-863d-9b27325c95d9">REST API</a></li> <li data-lang="python"><a href="#tab-52144f2d-d97f-40de-9147-8d400eeffac5">Python SDK</a></li> <li data-lang="php"><a href="#tab-1d1e08c5-38ac-4757-8852-442da17147c0">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-e0eb7f11-1d40-4284-87f3-9214e0944006">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-d9a5eeec-717b-40a1 -ba56-829e02ebf0a1">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-83fbb9bf-2c1c-4c03-863d-9b27325c95d9"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1 +</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, let's collect some training data for the app of this Engine. By default, the Product Ranking Engine Template supports 2 types of entities: <strong>user</strong> and <strong>item</strong>, and event <strong>view</strong>. A user can view an item. This template requires '$set' user event, '$set' item event and user-view-item events.</p> <p>You can send these events to PredictionIO Event Server in real-time easily by making a HTTP request or through the provided SDK. Please see <a href="/appintegration/">App Integration Overview</a> for more details how to integrate your app with SDK.</p><p>Let's try sending events to EventServer with the following <code>curl</code> commands (The corresponding SDK code is showed in other tabs).</p><p>Replace <code><ACCCESS_KEY></code> by the Access Key generated in above steps. Note that <code>localhost:7070</code> is the default URL of the Event Server.</p><p>For convenience, set your access key to the shell variable, run:</p><p><code>$ ACCESS_KEY=<ACCESS_KEY></code></p> <p><a href="#"></a></p> <p>For example, when a new user with id "u0" is created in your app 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 <code>$set</code> event for this 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-7edc81ae-b54e-46cd-b078-bea753a83a84">REST API</a></li> <li data-lang="python"><a href="#tab-596f93ec-5d58-4608-ab88-a80cbcb33fbb">Python SDK</a></li> <li data-lang="php"><a href="#tab-a92b73f2-caad-449b-a4bd-5b86be30b733">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-6e15b9a8-93b3-4ad5-9ec3-f30cddefbe4b">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-aab3aa5b-06c8-42dc -882d-059dcce3b78c">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-7edc81ae-b54e-46cd-b078-bea753a83a84"> <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 @@ -47,7 +47,7 @@ Your system is all ready to go. "entityId" : "u0", "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-52144f2d-d97f-40de-9147-8d400eeffac5"> <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-596f93ec-5d58-4608-ab88-a80cbcb33fbb"> <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 @@ -78,7 +78,7 @@ Your system is all ready to go. <span class="n">entity_type</span><span class="o">=</span><span class="s">"user"</span><span class="p">,</span> <span class="n">entity_id</span><span class="o">=<</span><span class="n">USER_ID</span><span class="o">></span> <span class="p">)</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" data-lang="php" id="tab-1d1e08c5-38ac-4757-8852-442da17147c0"> <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-a92b73f2-caad-449b-a4bd-5b86be30b733"> <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 @@ -103,7 +103,7 @@ Your system is all ready to go. <span class="s1">'entityId'</span> <span class="o">=></span> <span class="o"><</span><span class="nx">USER</span> <span class="nx">ID</span><span class="o">></span> <span class="p">));</span> <span class="cp">?></span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-e0eb7f11-1d40-4284-87f3-9214e0944006"> <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-6e15b9a8-93b3-4ad5-9ec3-f30cddefbe4b"> <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 @@ -120,7 +120,7 @@ Your system is all ready to go. <span class="s1">'user'</span><span class="p">,</span> <span class="o"><</span><span class="no">USER</span> <span class="no">ID</span><span class="o">></span> <span class="p">)</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" data-lang="java" id="tab-d9a5eeec-717b-40a1-ba56-829e02ebf0a1"> <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-aab3aa5b-06c8-42dc-882d-059dcce3b78c"> <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 @@ -145,7 +145,7 @@ Your system is all ready to go. <span class="o">.</span><span class="na">entityType</span><span class="o">(</span><span class="s">"user"</span><span class="o">)</span> <span class="o">.</span><span class="na">entityId</span><span class="o">(<</span><span class="n">USER_ID</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">userEvent</span><span class="o">);</span> -</pre></td> </tr></tbody></table> </div> </div> </div> <p>When a new item "i0" is created in your app 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 <code>$set</code> event for the item. Run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-26686d1c-2929-4da9-8faa-316c6ef16c97">REST API</a></li> <li data-lang="python"><a href="#tab-bf909094-f6e4-4aaf-bdcc-025437164dd1">Python SDK</a></li> <li data-lang="php"><a href="#tab-344c2b0f-6eb5-433e-805d-4baba2e3115f">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-87c2b352-e023-44cf-bca1-02128084b833">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-76d87b66-2ae5-4211-a486-9b67b0df9247">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-26686d1c-2929-4da9-8faa-316c6ef16c97"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td cla ss="gutter gl" style="text-align: right"><pre class="lineno">1 +</pre></td> </tr></tbody></table> </div> </div> </div> <p>When a new item "i0" is created in your app 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 <code>$set</code> event for the item. Run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-13d16af1-7d39-47ed-a17b-b154f52a7008">REST API</a></li> <li data-lang="python"><a href="#tab-0d1e0ffc-4f75-427e-aba4-27ef1cf18010">Python SDK</a></li> <li data-lang="php"><a href="#tab-268a991e-b344-434c-95fb-73301c805ab3">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-58a0fe09-7f05-413b-8dfa-60ca08f83a10">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-97382903-94a5-43cc-aaec-db6e4fb48209">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-13d16af1-7d39-47ed-a17b-b154f52a7008"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td cla ss="gutter gl" style="text-align: right"><pre class="lineno">1 2 3 4 @@ -160,7 +160,7 @@ Your system is all ready to go. "entityId" : "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-bf909094-f6e4-4aaf-bdcc-025437164dd1"> <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-0d1e0ffc-4f75-427e-aba4-27ef1cf18010"> <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 @@ -173,7 +173,7 @@ Your system is all ready to go. <span class="n">entity_type</span><span class="o">=</span><span class="s">"item"</span><span class="p">,</span> <span class="n">entity_id</span><span class="o">=<</span><span class="n">ITEM_ID</span><span class="o">></span> <span class="p">)</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" data-lang="php" id="tab-344c2b0f-6eb5-433e-805d-4baba2e3115f"> <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-268a991e-b344-434c-95fb-73301c805ab3"> <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 @@ -190,7 +190,7 @@ Your system is all ready to go. <span class="p">));</span> <span class="cp">?></span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-87c2b352-e023-44cf-bca1-02128084b833"> <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-58a0fe09-7f05-413b-8dfa-60ca08f83a10"> <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 @@ -203,7 +203,7 @@ Your system is all ready to go. <span class="o"><</span><span class="no">ITEM</span> <span class="no">ID</span><span class="o">></span> <span class="p">)</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" data-lang="java" id="tab-76d87b66-2ae5-4211-a486-9b67b0df9247"> <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-97382903-94a5-43cc-aaec-db6e4fb48209"> <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 @@ -214,7 +214,7 @@ Your system is all ready to go. <span class="o">.</span><span class="na">entityType</span><span class="o">(</span><span class="s">"item"</span><span class="o">)</span> <span class="o">.</span><span class="na">entityId</span><span class="o">(<</span><span class="n">ITEM_ID</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">itemEvent</span><span class="o">)</span> -</pre></td> </tr></tbody></table> </div> </div> </div> <p>When the user "u0" view item "i0" on time <code>2014-11-10T12:34:56.123-08:00</code> (current time will be used if eventTime is not specified), you can send a view event. Run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-37c0c406-07eb-478f-ae28-75a00d736443">REST API</a></li> <li data-lang="python"><a href="#tab-b65c77b8-5a2b-4478-8ef8-c9575df7e9df">Python SDK</a></li> <li data-lang="php"><a href="#tab-781a0c53-a6fc-4dcd-8d16-5652e28993cd">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-abe67348-b37e-4050-a6d7-baf5680f8eb6">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-b6010e33-42b9-4a6f-8e7c-9cc2ba84eccc">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-37c0c406-07eb-478f-ae28-75a00d736443"> <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>When the user "u0" view item "i0" on time <code>2014-11-10T12:34:56.123-08:00</code> (current time will be used if eventTime is not specified), you can send a view event. Run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-fa8bdc91-6196-4aa6-bb60-183aaa92bf14">REST API</a></li> <li data-lang="python"><a href="#tab-5ddada91-fa90-4008-a055-697df5af1099">Python SDK</a></li> <li data-lang="php"><a href="#tab-d5432b66-fb07-482c-901d-102eb4266a62">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-9b72c766-da8d-4976-8abe-9b25a6916cf9">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-4fcccf64-fee7-473a-b901-703b628fd45c">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-fa8bdc91-6196-4aa6-bb60-183aaa92bf14"> <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 @@ -233,7 +233,7 @@ Your system is all ready to go. "targetEntityId" : "i0", "eventTime" : "2014-11-10T12:34:56.123-08:00" }'</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" data-lang="python" id="tab-b65c77b8-5a2b-4478-8ef8-c9575df7e9df"> <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-5ddada91-fa90-4008-a055-697df5af1099"> <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 @@ -250,7 +250,7 @@ Your system is all ready to go. <span class="n">target_entity_type</span><span class="o">=</span><span class="s">"item"</span><span class="p">,</span> <span class="n">target_entity_id</span><span class="o">=<</span><span class="n">ITEM</span> <span class="n">ID</span><span class="o">></span> <span class="p">)</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" data-lang="php" id="tab-781a0c53-a6fc-4dcd-8d16-5652e28993cd"> <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-d5432b66-fb07-482c-901d-102eb4266a62"> <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 @@ -269,7 +269,7 @@ Your system is all ready to go. <span class="s1">'targetEntityId'</span> <span class="o">=></span> <span class="o"><</span><span class="nx">ITEM</span> <span class="nx">ID</span><span class="o">></span> <span class="p">));</span> <span class="cp">?></span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-abe67348-b37e-4050-a6d7-baf5680f8eb6"> <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-9b72c766-da8d-4976-8abe-9b25a6916cf9"> <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 @@ -286,7 +286,7 @@ Your system is all ready to go. <span class="s1">'targetEntityId'</span> <span class="o">=></span> <span class="o"><</span><span class="no">ITEM</span> <span class="no">ID</span><span class="o">></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-b6010e33-42b9-4a6f-8e7c-9cc2ba84eccc"> <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-4fcccf64-fee7-473a-b901-703b628fd45c"> <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 @@ -344,14 +344,14 @@ User u10 views item i7 </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 retrieve predicted results. To rank items with IDs "i1", "i3", "i10", "i2", "i5", "i31", "i9" for user "u2". You send this JSON <code>{ "user": "u2", "items": ["i1", "i3", "i10", "i2", "i5", "i31", "i9"] }</code> to the deployed engine and it will return a JSON of the ranked items. Simply send a query by making a HTTP request or through the <code>EngineCl ient</code> of an SDK.</p><p>With the deployed engine running, open another terminal 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-ff9f9493-6af9-4e35-8f36-45d0e1bc7bf3">REST API</a></li> <li data-lang="python"><a href="#tab-40c118ff-a25f-44e1-a8e5-2658fe071d6b">Python SDK</a></li> <li data-lang="php"><a href="#tab-d66592ad-7c2d-46ec-8abf-41f4981e21fa">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-82829de9-c49d-4b25-b756-2e7c467d0355">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-0c881310-a2fc-4b6a-b236-a81e288e9b6f">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-ff9f9493-6af9-4e35-8f36-45d0e1bc7bf3"> <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 retrieve predicted results. To rank items with IDs "i1", "i3", "i10", "i2", "i5", "i31", "i9" for user "u2". You send this JSON <code>{ "user": "u2", "items": ["i1", "i3", "i10", "i2", "i5", "i31", "i9"] }</code> to the deployed engine and it will return a JSON of the ranked items. Simply send a query by making a HTTP request or through the <code>EngineCl ient</code> of an SDK.</p><p>With the deployed engine running, open another terminal 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-bdd02457-758e-4a8e-90af-aa7feff1920c">REST API</a></li> <li data-lang="python"><a href="#tab-1fa81494-165f-453c-8924-6f61d2658a5b">Python SDK</a></li> <li data-lang="php"><a href="#tab-0ab02c15-1d65-4b47-a7d1-6773630e4970">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-8c60628d-e518-4ff2-a17c-23cfa10b63ec">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-33681295-f0d8-43f2-aced-4078122fa4b5">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-bdd02457-758e-4a8e-90af-aa7feff1920c"> <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</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">'{ "user": "u2", "items": ["i1", "i3", "i10", "i2", "i5", "i31", "i9"]}'</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-40c118ff-a25f-44e1-a8e5-2658fe071d6b"> <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-1fa81494-165f-453c-8924-6f61d2658a5b"> <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 @@ -362,7 +362,7 @@ http://localhost:8000/queries.json <span class="s">"user"</span><span class="p">:</span> <span class="s">"u2"</span><span class="p">,</span> <span class="s">"items"</span><span class="p">:</span> <span class="p">[</span><span class="s">"i1"</span><span class="p">,</span> <span class="s">"i3"</span><span class="p">,</span> <span class="s">"i10"</span><span class="p">,</span> <span class="s">"i2"</span><span class="p">,</span> <span class="s">"i5"</span><span class="p">,</span> <span class="s">"i31"</span><span class="p">,</span> <span class="s">"i9"</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-d66592ad-7c2d-46ec-8abf-41f4981e21fa"> <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-0ab02c15-1d65-4b47-a7d1-6773630e4970"> <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 @@ -385,7 +385,7 @@ 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">?></span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-82829de9-c49d-4b25-b756-2e7c467d0355"> <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-8c60628d-e518-4ff2-a17c-23cfa10b63ec"> <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 @@ -402,7 +402,7 @@ http://localhost:8000/queries.json <span class="s1">'items'</span> <span class="o">=></span> <span class="p">[</span><span class="s1">'i1'</span><span class="p">,</span> <span class="s1">'i3'</span><span class="p">,</span> <span class="s1">'i10'</span><span class="p">,</span> <span class="s1">'i2'</span><span class="p">,</span> <span class="s1">'i5'</span><span class="p">,</span> <span class="s1">'i31'</span><span class="p">,</span> <span class="s1">'i9'</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-0c881310-a2fc-4b6a-b236-a81e288e9b6f"> <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-33681295-f0d8-43f2-aced-4078122fa4b5"> <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 @@ -459,4 +459,4 @@ http://localhost:8000/queries.json e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file
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})(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/batch-evaluator/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/batch-evaluator/index.html.gz b/templates/recommendation/batch-evaluator/index.html.gz index 3eb4fdd..972f3b5 100644 Binary files a/templates/recommendation/batch-evaluator/index.html.gz and b/templates/recommendation/batch-evaluator/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/blacklist-items/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/blacklist-items/index.html b/templates/recommendation/blacklist-items/index.html index 3b02e74..4285cca 100644 --- a/templates/recommendation/blacklist-items/index.html +++ b/templates/recommendation/blacklist-items/index.html @@ -166,4 +166,4 @@ http://localhost:8000/queries.json e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/blacklist-items/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/blacklist-items/index.html.gz b/templates/recommendation/blacklist-items/index.html.gz index 9e1bfb0..dc01519 100644 Binary files a/templates/recommendation/blacklist-items/index.html.gz and b/templates/recommendation/blacklist-items/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/customize-data-prep/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/customize-data-prep/index.html b/templates/recommendation/customize-data-prep/index.html index d86bae3..2397853 100644 --- a/templates/recommendation/customize-data-prep/index.html +++ b/templates/recommendation/customize-data-prep/index.html @@ -140,4 +140,4 @@ e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/customize-data-prep/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/customize-data-prep/index.html.gz b/templates/recommendation/customize-data-prep/index.html.gz index f46dcff..8651348 100644 Binary files a/templates/recommendation/customize-data-prep/index.html.gz and b/templates/recommendation/customize-data-prep/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/customize-serving/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/customize-serving/index.html b/templates/recommendation/customize-serving/index.html index 4c06ec1..499da45 100644 --- a/templates/recommendation/customize-serving/index.html +++ b/templates/recommendation/customize-serving/index.html @@ -178,4 +178,4 @@ e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/customize-serving/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/customize-serving/index.html.gz b/templates/recommendation/customize-serving/index.html.gz index e030458..beaba51 100644 Binary files a/templates/recommendation/customize-serving/index.html.gz and b/templates/recommendation/customize-serving/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/dase/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/dase/index.html b/templates/recommendation/dase/index.html index bf5593c..b5a9e55 100644 --- a/templates/recommendation/dase/index.html +++ b/templates/recommendation/dase/index.html @@ -364,4 +364,4 @@ val itemStringIntMap <span class="o">=</span> BiMap.stringInt<span class="o">(</ e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/dase/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/dase/index.html.gz b/templates/recommendation/dase/index.html.gz index 030bbf4..fe14743 100644 Binary files a/templates/recommendation/dase/index.html.gz and b/templates/recommendation/dase/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/evaluation/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/evaluation/index.html b/templates/recommendation/evaluation/index.html index ad5ef52..8483030 100644 --- a/templates/recommendation/evaluation/index.html +++ b/templates/recommendation/evaluation/index.html @@ -288,4 +288,4 @@ Metrics: e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/evaluation/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/evaluation/index.html.gz b/templates/recommendation/evaluation/index.html.gz index 325233c..74120bc 100644 Binary files a/templates/recommendation/evaluation/index.html.gz and b/templates/recommendation/evaluation/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/how-to/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/how-to/index.html b/templates/recommendation/how-to/index.html index c89bf55..fb19d23 100644 --- a/templates/recommendation/how-to/index.html +++ b/templates/recommendation/how-to/index.html @@ -3,4 +3,4 @@ e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/how-to/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/how-to/index.html.gz b/templates/recommendation/how-to/index.html.gz index 02291b0..88576ec 100644 Binary files a/templates/recommendation/how-to/index.html.gz and b/templates/recommendation/how-to/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/quickstart/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/quickstart/index.html b/templates/recommendation/quickstart/index.html index 4ff6b45..6834621 100644 --- a/templates/recommendation/quickstart/index.html +++ b/templates/recommendation/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's collect some training data. By default, the Recommendation Engine Template supports 2 types of events: <strong>rate</strong> and <strong>buy</strong>. A user can give a rating score to an item or buy an item. This template requires user-view-item and user-buy-item events.</p><div class="alert-message info"><p>This template can easily be customized to consider more user events such as <em>like</em>, <em>dislike</em> etc.</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'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><ACCCESS_KEY></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=<ACCESS_KEY></code></p> <p><a href="#"></a></p> <h3 id='example-<strong>rate</strong>-event' class='header-anchors' >Example <strong>rate</strong> event</h3><p>A user (ID "u0") gives an item (ID "i0") a rating of 5 at <code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if eventTime is not specified)</p><p>Run the following <code>curl</code> command to send the <code>rate</code> event:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-fca3de6c-f655-4ba9-8dcc-a6dcf83207a0">REST API</a></li> <li data-lang="python"><a href="#tab-8a263c61-85fe-4290-b035-c8fa46aa9508">Python SDK</a></li> <li data-lang="php"><a href="#tab-bea40943-b3ac-4371-a322-d42f0daa267c">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-83adcd61-b1ec-4669-b944-2c544d8f3bd0">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-f9657cc8-5993-48b2-a471-ca92d1e37714">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-fca3de6c-f655-4ba9-8dcc-a6dcf83207a0"> <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's collect some training data. By default, the Recommendation Engine Template supports 2 types of events: <strong>rate</strong> and <strong>buy</strong>. A user can give a rating score to an item or buy an item. This template requires user-view-item and user-buy-item events.</p><div class="alert-message info"><p>This template can easily be customized to consider more user events such as <em>like</em>, <em>dislike</em> etc.</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'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><ACCCESS_KEY></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=<ACCESS_KEY></code></p> <p><a href="#"></a></p> <h3 id='example-<strong>rate</strong>-event' class='header-anchors' >Example <strong>rate</strong> event</h3><p>A user (ID "u0") gives an item (ID "i0") a rating of 5 at <code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if eventTime is not specified)</p><p>Run the following <code>curl</code> command to send the <code>rate</code> event:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-2f1f85ad-c14f-4dfc-a799-9b5514542eab">REST API</a></li> <li data-lang="python"><a href="#tab-cd98ec50-10e7-4a3f-9673-d7211df82d35">Python SDK</a></li> <li data-lang="php"><a href="#tab-8b969afb-c39d-4295-a1b8-87d1d1c53fe2">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-255d5255-e19c-4023-b3ba-ed9bc43bddc3">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-a7bcc6b4-5661-4b42-943a-f6c1d9b3011d">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-2f1f85ad-c14f-4dfc-a799-9b5514542eab"> <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 @@ -57,7 +57,7 @@ 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-8a263c61-85fe-4290-b035-c8fa46aa9508"> <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-cd98ec50-10e7-4a3f-9673-d7211df82d35"> <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 @@ -92,7 +92,7 @@ Your system is all ready to go. <span class="n">target_entity_id</span><span class="o">=<</span><span class="n">ITEM</span> <span class="n">ID</span><span class="o">></span><span class="p">,</span> <span class="n">properties</span><span class="o">=</span> <span class="p">{</span> <span class="s">"rating"</span> <span class="p">:</span> <span class="nb">float</span><span class="p">(</span><span class="o"><</span><span class="n">RATING</span><span class="o">></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-bea40943-b3ac-4371-a322-d42f0daa267c"> <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-8b969afb-c39d-4295-a1b8-87d1d1c53fe2"> <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 @@ -123,7 +123,7 @@ Your system is all ready to go. <span class="s1">'properties'</span> <span class="o">=></span> <span class="k">array</span><span class="p">(</span><span class="s1">'rating'</span><span class="o">=></span> <span class="o"><</span><span class="nx">RATING</span><span class="o">></span><span class="p">)</span> <span class="p">));</span> <span class="cp">?></span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-83adcd61-b1ec-4669-b944-2c544d8f3bd0"> <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-255d5255-e19c-4023-b3ba-ed9bc43bddc3"> <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 @@ -150,7 +150,7 @@ Your system is all ready to go. <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-f9657cc8-5993-48b2-a471-ca92d1e37714"> <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-a7bcc6b4-5661-4b42-943a-f6c1d9b3011d"> <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 @@ -179,7 +179,7 @@ Your system is all ready to go. <span class="o">.</span><span class="na">property</span><span class="o">(</span><span class="s">"rating"</span><span class="o">,</span> <span class="k">new</span> <span class="n">Float</span><span class="o">(<</span><span class="n">RATING</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">rateEvent</span><span class="o">);</span> -</pre></td> </tr></tbody></table> </div> </div> </div> <h3 id='example-<strong>buy</strong>-event' class='header-anchors' >Example <strong>buy</strong> event</h3><p>A user (ID "u1") buys an item (ID "i2") at <code>2014-11-10T12:34:56.123-08:00</code> (current time will be used if eventTime is not specified)</p><p>Run the following <code>curl</code> command to send the <code>buy</code> event:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-09078282-eefe-406a-8015-5294e34c1fa6">REST API</a></li> <li data-lang="python"><a href="#tab-88f02a00-a959-4345-a852-77ef0321ca6c">Python SDK</a></li> <li data-lang="php"><a href="#tab-3e9966f5-1b20-4f4a-bffa-01aefb667e2d">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-b4ad8bbb-1bae-4741-816e-00e88d16278d">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-94a7874a-87b9-42b1-8cdf-295c2ebd9c5d">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-09078282-eefe-406a-8015-52 94e34c1fa6"> <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> <h3 id='example-<strong>buy</strong>-event' class='header-anchors' >Example <strong>buy</strong> event</h3><p>A user (ID "u1") buys an item (ID "i2") at <code>2014-11-10T12:34:56.123-08:00</code> (current time will be used if eventTime is not specified)</p><p>Run the following <code>curl</code> command to send the <code>buy</code> event:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-aa5953e9-6182-433b-866f-d7123c926fb7">REST API</a></li> <li data-lang="python"><a href="#tab-0c63badb-d45e-4c18-b459-6e5e309ebcf8">Python SDK</a></li> <li data-lang="php"><a href="#tab-66e3930c-55ae-494c-9a35-f999cb4bb997">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-a7ff3591-2b7e-44b8-8870-0dcb4290223a">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-68c66bb1-db8d-41bc-b860-eee926b200bd">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-aa5953e9-6182-433b-866f-d7 123c926fb7"> <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 @@ -198,7 +198,7 @@ Your system is all ready to go. "targetEntityId" : "i2", "eventTime" : "2014-11-10T12:34:56.123-08:00" }'</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" data-lang="python" id="tab-88f02a00-a959-4345-a852-77ef0321ca6c"> <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-0c63badb-d45e-4c18-b459-6e5e309ebcf8"> <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 @@ -213,7 +213,7 @@ Your system is all ready to go. <span class="n">target_entity_type</span><span class="o">=</span><span class="s">"item"</span><span class="p">,</span> <span class="n">target_entity_id</span><span class="o">=<</span><span class="n">ITEM</span> <span class="n">ID</span><span class="o">></span> <span class="p">)</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" data-lang="php" id="tab-3e9966f5-1b20-4f4a-bffa-01aefb667e2d"> <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-66e3930c-55ae-494c-9a35-f999cb4bb997"> <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 @@ -232,7 +232,7 @@ Your system is all ready to go. <span class="s1">'targetEntityId'</span> <span class="o">=></span> <span class="o"><</span><span class="nx">ITEM</span> <span class="nx">ID</span><span class="o">></span> <span class="p">));</span> <span class="cp">?></span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-b4ad8bbb-1bae-4741-816e-00e88d16278d"> <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-a7ff3591-2b7e-44b8-8870-0dcb4290223a"> <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 @@ -249,7 +249,7 @@ Your system is all ready to go. <span class="s1">'targetEntityId'</span> <span class="o">=></span> <span class="o"><</span><span class="no">ITEM</span> <span class="no">ID</span><span class="o">></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-94a7874a-87b9-42b1-8cdf-295c2ebd9c5d"> <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-68c66bb1-db8d-41bc-b860-eee926b200bd"> <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 @@ -297,17 +297,17 @@ 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. To recommend 4 movies to user whose id is 1, you send this JSON <code>{ "user": "1", "num": 4 }</code> to the deployed engine and it will return a JSON of the recommended movies. 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 terminal 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-0a160baf-7d2c-4e23-b83e-4a25186ed700">REST API</a></li> <li data-lang="python"><a href="#tab-61b464c6-4844-428c-b075-50de91b45b6c">Python SDK</a></li> <li data-lang="php"><a href="#tab-754b1618-4bb3-4f46-b4a0-9ece2cddb9a7">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-1c0dcec1-62b1-4f58-a862-e36dad1ff535">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-0f1b45ee-48ab-40fa-af18-8cb1b903fa77">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-0a160baf-7d2c-4e23-b83e-4a25186ed700"> <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. To recommend 4 movies to user whose id is 1, you send this JSON <code>{ "user": "1", "num": 4 }</code> to the deployed engine and it will return a JSON of the recommended movies. 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 terminal 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-20bb2da4-d6a5-4a5c-a277-0c992381d934">REST API</a></li> <li data-lang="python"><a href="#tab-07b47cab-52a5-411f-9fec-53fd216408f4">Python SDK</a></li> <li data-lang="php"><a href="#tab-0f763096-8df9-40fa-a9c7-ad0fd96f2eb6">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-ff3cc97c-670d-467f-9a92-3821ea4b2e82">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-90f91f4a-415f-4c8f-85fc-1abe1259338f">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-20bb2da4-d6a5-4a5c-a277-0c992381d934"> <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">'{ "user": "1", "num": 4 }'</span> http://localhost:8000/queries.json -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" data-lang="python" id="tab-61b464c6-4844-428c-b075-50de91b45b6c"> <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-07b47cab-52a5-411f-9fec-53fd216408f4"> <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">"user"</span><span class="p">:</span> <span class="s">"1"</span><span class="p">,</span> <span class="s">"num"</span><span class="p">:</span> <span class="mi">4</span><span class="p">})</span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" data-lang="php" id="tab-754b1618-4bb3-4f46-b4a0-9ece2cddb9a7"> <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-0f763096-8df9-40fa-a9c7-ad0fd96f2eb6"> <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 @@ -326,7 +326,7 @@ 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">?></span> -</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-1c0dcec1-62b1-4f58-a862-e36dad1ff535"> <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-ff3cc97c-670d-467f-9a92-3821ea4b2e82"> <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 @@ -339,7 +339,7 @@ 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">'user'</span> <span class="o">=></span> <span class="o"><</span><span class="no">USER</span> <span class="no">ID</span><span class="o">></span><span class="p">,</span> <span class="s1">'num'</span> <span class="o">=></span> <span class="o"><</span><span class="no">NUMBER</span> <span class="p">(</span><span class="n">integer</span><span class="p">)</span><span class="o">></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-0f1b45ee-48ab-40fa-af18-8cb1b903fa77"> <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-90f91f4a-415f-4c8f-85fc-1abe1259338f"> <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 @@ -384,4 +384,4 @@ Your system is all ready to go. e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/quickstart/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/quickstart/index.html.gz b/templates/recommendation/quickstart/index.html.gz index 77045af..33c1e1f 100644 Binary files a/templates/recommendation/quickstart/index.html.gz and b/templates/recommendation/quickstart/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/reading-custom-events/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/reading-custom-events/index.html b/templates/recommendation/reading-custom-events/index.html index 3213e1d..bebdd48 100644 --- a/templates/recommendation/reading-custom-events/index.html +++ b/templates/recommendation/reading-custom-events/index.html @@ -53,4 +53,4 @@ e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/reading-custom-events/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/reading-custom-events/index.html.gz b/templates/recommendation/reading-custom-events/index.html.gz index 7678378..358abcb 100644 Binary files a/templates/recommendation/reading-custom-events/index.html.gz and b/templates/recommendation/reading-custom-events/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/training-with-implicit-preference/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/training-with-implicit-preference/index.html b/templates/recommendation/training-with-implicit-preference/index.html index b05b224..024a0ab 100644 --- a/templates/recommendation/training-with-implicit-preference/index.html +++ b/templates/recommendation/training-with-implicit-preference/index.html @@ -162,4 +162,4 @@ e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e); })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/recommendation/training-with-implicit-preference/index.html.gz 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})(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st'); -_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/similarproduct/dase/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/similarproduct/dase/index.html.gz b/templates/similarproduct/dase/index.html.gz index 7873058..c40bb6a 100644 Binary files a/templates/similarproduct/dase/index.html.gz and b/templates/similarproduct/dase/index.html.gz differ http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/042e40d6/templates/similarproduct/how-to/index.html 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