http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/productranking/quickstart/index.html ---------------------------------------------------------------------- diff --git a/templates/productranking/quickstart/index.html b/templates/productranking/quickstart/index.html index 0c38549..8c2bb6f 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>$set</code> event for this user. To send this event, run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-812c99b6-88e3-4fe0-acbe-a0159c44ccc1">REST API</a></li> <li data-lang="python"><a href="#tab-e90d5b7f-9fed-4456-9463-05f1275dd876">Python SDK</a></li> <li data-lang="php"><a href="#tab-1e8e35bc-eb7d-428a-acd6-db745090b562">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-e2c78991-cc98-4e3b-8186-4545ec1be78f">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-d66bb584-4690-45e5 -8b3b-65e879f94260">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-812c99b6-88e3-4fe0-acbe-a0159c44ccc1"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1 +</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, let's collect some training data for the app of this Engine. By default, the Product Ranking Engine Template supports 2 types of entities: <strong>user</strong> and <strong>item</strong>, and event <strong>view</strong>. A user can view an item. This template requires '$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-f6c7ce95-0cf0-45b3-a2fb-ae39a3f662ac">REST API</a></li> <li data-lang="python"><a href="#tab-316df7bc-9424-4830-ba9f-c6d4aee0cafd">Python SDK</a></li> <li data-lang="php"><a href="#tab-b44618aa-c555-43cb-bfda-016e49ffdbe2">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-8764afe4-ca50-4c6b-8ceb-4519fc045f35">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-c9f5bff6-c898-45f6 -ab1f-0ec3fd6ca056">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-f6c7ce95-0cf0-45b3-a2fb-ae39a3f662ac"> <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-e90d5b7f-9fed-4456-9463-05f1275dd876"> <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-316df7bc-9424-4830-ba9f-c6d4aee0cafd"> <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-1e8e35bc-eb7d-428a-acd6-db745090b562"> <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-b44618aa-c555-43cb-bfda-016e49ffdbe2"> <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-e2c78991-cc98-4e3b-8186-4545ec1be78f"> <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-8764afe4-ca50-4c6b-8ceb-4519fc045f35"> <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-d66bb584-4690-45e5-8b3b-65e879f94260"> <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-c9f5bff6-c898-45f6-ab1f-0ec3fd6ca056"> <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-489188bf-f804-4822-aeb2-d157d8a53633">REST API</a></li> <li data-lang="python"><a href="#tab-90c8e610-f253-4d3a-9d0c-0ec545aa1f0c">Python SDK</a></li> <li data-lang="php"><a href="#tab-b726d71d-a5f0-4278-8891-11950090596a">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-6f96ff23-11b9-49b5-9e7d-f19aef781369">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-18f4d8a3-36dc-4d33-a55b-57c040a8a70b">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-489188bf-f804-4822-aeb2-d157d8a53633"> <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-c123e2b4-ec0c-4747-afe3-99970dd8d457">REST API</a></li> <li data-lang="python"><a href="#tab-687f83e3-f39a-44fa-a360-5a7e346f7df2">Python SDK</a></li> <li data-lang="php"><a href="#tab-9b08ae83-4061-4a67-a6ba-583868b277f9">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-234fbf42-8a23-488a-8a6a-154a498a2bf9">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-534577d4-b2be-41b1-8e9d-a7088ed5929f">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-c123e2b4-ec0c-4747-afe3-99970dd8d457"> <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-90c8e610-f253-4d3a-9d0c-0ec545aa1f0c"> <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-687f83e3-f39a-44fa-a360-5a7e346f7df2"> <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-b726d71d-a5f0-4278-8891-11950090596a"> <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-9b08ae83-4061-4a67-a6ba-583868b277f9"> <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-6f96ff23-11b9-49b5-9e7d-f19aef781369"> <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-234fbf42-8a23-488a-8a6a-154a498a2bf9"> <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-18f4d8a3-36dc-4d33-a55b-57c040a8a70b"> <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-534577d4-b2be-41b1-8e9d-a7088ed5929f"> <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-02e1dd3b-bb75-4b6e-927d-df33cea7b8d7">REST API</a></li> <li data-lang="python"><a href="#tab-4902c5b0-e39d-4a7c-a649-6c63876d6d15">Python SDK</a></li> <li data-lang="php"><a href="#tab-6fa16854-55d1-4298-8ccf-e6dbdcb4c0b9">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-d4c9a338-7b0f-4443-a137-03a06072d208">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-a68f0a0e-1e2b-4a02-893b-10f9054a5b88">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-02e1dd3b-bb75-4b6e-927d-df33cea7b8d7"> <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-c2ff15f5-714e-4235-9603-e912637e0ca4">REST API</a></li> <li data-lang="python"><a href="#tab-28a67892-4244-4124-9964-271897eabc92">Python SDK</a></li> <li data-lang="php"><a href="#tab-5c824856-ab08-47c2-9099-7713f336caaf">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-20bfad51-2935-47a2-bb14-63e6d6aac973">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-c08337e0-539f-4567-8121-eaf956e42bc3">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-c2ff15f5-714e-4235-9603-e912637e0ca4"> <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-4902c5b0-e39d-4a7c-a649-6c63876d6d15"> <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-28a67892-4244-4124-9964-271897eabc92"> <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-6fa16854-55d1-4298-8ccf-e6dbdcb4c0b9"> <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-5c824856-ab08-47c2-9099-7713f336caaf"> <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-d4c9a338-7b0f-4443-a137-03a06072d208"> <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-20bfad51-2935-47a2-bb14-63e6d6aac973"> <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-a68f0a0e-1e2b-4a02-893b-10f9054a5b88"> <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-c08337e0-539f-4567-8121-eaf956e42bc3"> <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-b350ec42-694f-4cab-b4d1-530d01424cf1">REST API</a></li> <li data-lang="python"><a href="#tab-bf17a083-c613-4a4a-a5e6-7e78a4111d89">Python SDK</a></li> <li data-lang="php"><a href="#tab-9a171397-dfcd-473b-9401-40e2b4a1c161">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-4bea65fa-cc7e-49ea-8d44-b0ba1a767955">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-00a77518-cb9e-4bbe-8f11-96762c0ae753">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-b350ec42-694f-4cab-b4d1-530d01424cf1"> <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-e21bb54d-c52b-47d8-972f-1d5b92593ec0">REST API</a></li> <li data-lang="python"><a href="#tab-92d50e54-9aaa-4e72-8a18-d667572ac2e8">Python SDK</a></li> <li data-lang="php"><a href="#tab-7c13ef7b-8216-4f7d-b03d-65a1c5f2665b">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-e92ec963-5243-4026-a73c-fef3821dd823">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-c6ae3acd-18c6-4285-a4e6-773feec019c0">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-e21bb54d-c52b-47d8-972f-1d5b92593ec0"> <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-bf17a083-c613-4a4a-a5e6-7e78a4111d89"> <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-92d50e54-9aaa-4e72-8a18-d667572ac2e8"> <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-9a171397-dfcd-473b-9401-40e2b4a1c161"> <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-7c13ef7b-8216-4f7d-b03d-65a1c5f2665b"> <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-4bea65fa-cc7e-49ea-8d44-b0ba1a767955"> <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-e92ec963-5243-4026-a73c-fef3821dd823"> <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-00a77518-cb9e-4bbe-8f11-96762c0ae753"> <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-c6ae3acd-18c6-4285-a4e6-773feec019c0"> <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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file
http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/recommendation/batch-evaluator/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/batch-evaluator/index.html b/templates/recommendation/batch-evaluator/index.html index e717f9d..392eb7a 100644 --- a/templates/recommendation/batch-evaluator/index.html +++ b/templates/recommendation/batch-evaluator/index.html @@ -294,4 +294,4 @@ 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/recommendation/blacklist-items/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/blacklist-items/index.html b/templates/recommendation/blacklist-items/index.html index 273d3c5..4920b67 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/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 a1eb84e..66b634a 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/recommendation/customize-serving/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/customize-serving/index.html b/templates/recommendation/customize-serving/index.html index c152c5d..43d0530 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/recommendation/dase/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/dase/index.html b/templates/recommendation/dase/index.html index 1148ff2..59fb5b7 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/recommendation/evaluation/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/evaluation/index.html b/templates/recommendation/evaluation/index.html index d535264..933407a 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/recommendation/how-to/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/how-to/index.html b/templates/recommendation/how-to/index.html index 8438a2b..a177edd 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/recommendation/quickstart/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/quickstart/index.html b/templates/recommendation/quickstart/index.html index 1bb70a7..88d4532 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-a5c32092-0e3a-4ab0-9044-7c32dcb9fe3d">REST API</a></li> <li data-lang="python"><a href="#tab-36e98714-4bb8-43bf-8e6c-9b6054692aac">Python SDK</a></li> <li data-lang="php"><a href="#tab-43a3d9ac-977d-4857-83ad-7d666729ca3a">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-f338347f-a885-48a9-a171-1783a44f9d44">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-39a113ee-1d07-4483-9c4d-102c46b7ba32">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-a5c32092-0e3a-4ab0-9044-7c32dcb9fe3d"> <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-b42bfa95-243d-4684-9a7c-15aa588128f4">REST API</a></li> <li data-lang="python"><a href="#tab-234d8f67-beda-4916-a918-0f901d2c4c90">Python SDK</a></li> <li data-lang="php"><a href="#tab-4ba04d0f-30c4-4ecc-bf67-caa09f00ade1">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-9a756f35-9f5e-419e-af99-a26cfec93994">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-2769cdc9-7429-4e14-adca-b989c9997644">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-b42bfa95-243d-4684-9a7c-15aa588128f4"> <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-36e98714-4bb8-43bf-8e6c-9b6054692aac"> <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-234d8f67-beda-4916-a918-0f901d2c4c90"> <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-43a3d9ac-977d-4857-83ad-7d666729ca3a"> <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-4ba04d0f-30c4-4ecc-bf67-caa09f00ade1"> <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-f338347f-a885-48a9-a171-1783a44f9d44"> <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-9a756f35-9f5e-419e-af99-a26cfec93994"> <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-39a113ee-1d07-4483-9c4d-102c46b7ba32"> <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-2769cdc9-7429-4e14-adca-b989c9997644"> <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-a8b46c0a-d7d3-4a28-b4b3-daa6805aec44">REST API</a></li> <li data-lang="python"><a href="#tab-2df7fdca-0f54-40b7-b2c4-69be8806cc5b">Python SDK</a></li> <li data-lang="php"><a href="#tab-185ea650-cad4-45d5-912d-fd0cd709945e">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-9f92838a-1083-413f-8dcb-d321cfa6ab77">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-dd257f4e-d1a0-46cc-a245-e57ec8ead95c">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-a8b46c0a-d7d3-4a28-b4b3-da a6805aec44"> <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-1e7bc755-98fe-4aa9-86ba-b9663b9d67f7">REST API</a></li> <li data-lang="python"><a href="#tab-6ca77cbe-b6ae-4caa-af07-7ae6b52b77aa">Python SDK</a></li> <li data-lang="php"><a href="#tab-b9d95420-28de-46e2-829a-5feace0ad5b2">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-1666a036-9304-4b50-840e-211a394d2128">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-953cc8a6-5040-497c-b871-493f594a48f4">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-1e7bc755-98fe-4aa9-86ba-b9 663b9d67f7"> <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-2df7fdca-0f54-40b7-b2c4-69be8806cc5b"> <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-6ca77cbe-b6ae-4caa-af07-7ae6b52b77aa"> <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-185ea650-cad4-45d5-912d-fd0cd709945e"> <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-b9d95420-28de-46e2-829a-5feace0ad5b2"> <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-9f92838a-1083-413f-8dcb-d321cfa6ab77"> <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-1666a036-9304-4b50-840e-211a394d2128"> <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-dd257f4e-d1a0-46cc-a245-e57ec8ead95c"> <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-953cc8a6-5040-497c-b871-493f594a48f4"> <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-56ffd3c4-2948-42f9-80ea-a9369ab81de8">REST API</a></li> <li data-lang="python"><a href="#tab-f10e0bd6-96f9-44c7-b86b-263aca78e939">Python SDK</a></li> <li data-lang="php"><a href="#tab-38215f50-e904-43db-b8e1-bff8aceafd0e">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-b439453f-1c22-4f5f-a566-342c290ba7aa">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-a3b606d8-333a-45e8-97a0-ad546bc84b14">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-56ffd3c4-2948-42f9-80ea-a9369ab81de8"> <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-250c9e58-753f-4656-94dc-d2a8a1e8a229">REST API</a></li> <li data-lang="python"><a href="#tab-7afc0aaa-1605-4a5a-b608-286b95e1e0a8">Python SDK</a></li> <li data-lang="php"><a href="#tab-e187a542-3823-435c-9807-bb96db349989">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-1ef5e1ee-61fc-46b9-b1ea-52c58d8699ea">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-392b56b9-4c00-41c6-97f7-131f3bd3d929">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-250c9e58-753f-4656-94dc-d2a8a1e8a229"> <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-f10e0bd6-96f9-44c7-b86b-263aca78e939"> <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-7afc0aaa-1605-4a5a-b608-286b95e1e0a8"> <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-38215f50-e904-43db-b8e1-bff8aceafd0e"> <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-e187a542-3823-435c-9807-bb96db349989"> <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-b439453f-1c22-4f5f-a566-342c290ba7aa"> <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-1ef5e1ee-61fc-46b9-b1ea-52c58d8699ea"> <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-a3b606d8-333a-45e8-97a0-ad546bc84b14"> <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-392b56b9-4c00-41c6-97f7-131f3bd3d929"> <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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/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 3e2bbbf..60c6490 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/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 27a05d8..b8e6172 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/similarproduct/dase/index.html ---------------------------------------------------------------------- diff --git a/templates/similarproduct/dase/index.html b/templates/similarproduct/dase/index.html index 85c4332..1db651c 100644 --- a/templates/similarproduct/dase/index.html +++ b/templates/similarproduct/dase/index.html @@ -666,4 +666,4 @@ 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/similarproduct/how-to/index.html ---------------------------------------------------------------------- diff --git a/templates/similarproduct/how-to/index.html b/templates/similarproduct/how-to/index.html index 526f17a..014195c 100644 --- a/templates/similarproduct/how-to/index.html +++ b/templates/similarproduct/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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/predictionio-site/blob/2e455bb8/templates/similarproduct/multi-events-multi-algos/index.html ---------------------------------------------------------------------- diff --git a/templates/similarproduct/multi-events-multi-algos/index.html b/templates/similarproduct/multi-events-multi-algos/index.html index 2f28880..b48410b 100644 --- a/templates/similarproduct/multi-events-multi-algos/index.html +++ b/templates/similarproduct/multi-events-multi-algos/index.html @@ -570,4 +570,4 @@ 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-6d62b164.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-d943a254.js"></script></body></html> \ No newline at end of file
