http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/templates/productranking/quickstart/index.html ---------------------------------------------------------------------- diff --git a/templates/productranking/quickstart/index.html b/templates/productranking/quickstart/index.html index 7471627..4d1daa4 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>$set</code> event for this user. To send this event, run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-729c8fcb-fe6b-42ed-aff0-0380a79d7b71">REST API</a></li> <li data-lang="python"><a href="#tab-f0f2bf9d-e9a5-4f80-8f5b-e4ef406cd1b1">Python SDK</a></li> <li data-lang="php"><a href="#tab-b357bdd3-0ef0-4827-b28a-dc8bae6fafa1">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-012b2187-ac37-46a1-b7d6-4153fd0c1f97">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-eaff109f-337b-4a1f -948c-3b198568346f">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-729c8fcb-fe6b-42ed-aff0-0380a79d7b71"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1 +</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, let's collect some training data for the app of this Engine. By default, the Product Ranking Engine Template supports 2 types of entities: <strong>user</strong> and <strong>item</strong>, and event <strong>view</strong>. A user can view an item. This template requires '$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-2afd981d-a15e-436a-8d9e-257e7d273c78">REST API</a></li> <li data-lang="python"><a href="#tab-633be2fd-b3d0-4553-a1b7-d0ecf2850f1f">Python SDK</a></li> <li data-lang="php"><a href="#tab-c5c88efb-9749-4653-bed6-bf199a0db09a">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-a18d5027-23ca-4849-8ff8-a0e410615801">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-785e3658-2ae2-480f -b07d-7f8cb6cb4543">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-2afd981d-a15e-436a-8d9e-257e7d273c78"> <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-f0f2bf9d-e9a5-4f80-8f5b-e4ef406cd1b1"> <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-633be2fd-b3d0-4553-a1b7-d0ecf2850f1f"> <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-b357bdd3-0ef0-4827-b28a-dc8bae6fafa1"> <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-c5c88efb-9749-4653-bed6-bf199a0db09a"> <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-012b2187-ac37-46a1-b7d6-4153fd0c1f97"> <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-a18d5027-23ca-4849-8ff8-a0e410615801"> <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-eaff109f-337b-4a1f-948c-3b198568346f"> <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-785e3658-2ae2-480f-b07d-7f8cb6cb4543"> <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-dbb093c2-8581-4130-8c31-460fae074ec2">REST API</a></li> <li data-lang="python"><a href="#tab-a733b5c0-c33d-4f69-86ba-a0cedb2b9481">Python SDK</a></li> <li data-lang="php"><a href="#tab-8eb5b2a3-5522-45c0-80ad-797afeed9918">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-b64fa697-e0e7-470a-8feb-3a0135dcad8f">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-65db6824-f827-47b4-864f-c8032ab30344">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-dbb093c2-8581-4130-8c31-460fae074ec2"> <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-dfd5b909-1e6b-4c56-9873-ff19656a707f">REST API</a></li> <li data-lang="python"><a href="#tab-ec067439-b14e-4292-b4fd-88cdc4501dc3">Python SDK</a></li> <li data-lang="php"><a href="#tab-ec07225d-c310-42e1-8eed-b7a7c95df6df">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-a03476a7-206d-4bab-9f9f-a6dca5fa2d97">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-cbbe03db-b8d4-4aa9-9d69-04bde813a570">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-dfd5b909-1e6b-4c56-9873-ff19656a707f"> <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-a733b5c0-c33d-4f69-86ba-a0cedb2b9481"> <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-ec067439-b14e-4292-b4fd-88cdc4501dc3"> <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-8eb5b2a3-5522-45c0-80ad-797afeed9918"> <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-ec07225d-c310-42e1-8eed-b7a7c95df6df"> <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-b64fa697-e0e7-470a-8feb-3a0135dcad8f"> <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-a03476a7-206d-4bab-9f9f-a6dca5fa2d97"> <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-65db6824-f827-47b4-864f-c8032ab30344"> <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-cbbe03db-b8d4-4aa9-9d69-04bde813a570"> <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-43b414dd-d314-4ee1-8277-eb4de325d0f0">REST API</a></li> <li data-lang="python"><a href="#tab-ec92f4a6-26b0-4449-a3fd-59ca0d4238f7">Python SDK</a></li> <li data-lang="php"><a href="#tab-c395cbdb-ccfb-4829-8fce-0db0125e4e4a">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-e2c3a7c9-0a2d-47dc-b646-d4178bc548f2">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-d3a0a19c-a25f-4a0e-97f3-157fc27443cf">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-43b414dd-d314-4ee1-8277-eb4de325d0f0"> <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-3c9a851a-de9b-467c-b544-1b8426a9f25c">REST API</a></li> <li data-lang="python"><a href="#tab-1644bb8f-525c-4752-8a9d-e1ced84e97fb">Python SDK</a></li> <li data-lang="php"><a href="#tab-aca11000-7c7e-4b72-a4c6-8c81ca4b555b">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-f135e845-1a52-4e72-8a2b-2b43679ecc08">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-0919f8a8-24d1-45e9-9f5a-922d7a8ba336">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-3c9a851a-de9b-467c-b544-1b8426a9f25c"> <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-ec92f4a6-26b0-4449-a3fd-59ca0d4238f7"> <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-1644bb8f-525c-4752-8a9d-e1ced84e97fb"> <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-c395cbdb-ccfb-4829-8fce-0db0125e4e4a"> <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-aca11000-7c7e-4b72-a4c6-8c81ca4b555b"> <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-e2c3a7c9-0a2d-47dc-b646-d4178bc548f2"> <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-f135e845-1a52-4e72-8a2b-2b43679ecc08"> <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-d3a0a19c-a25f-4a0e-97f3-157fc27443cf"> <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-0919f8a8-24d1-45e9-9f5a-922d7a8ba336"> <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-2b82b896-15e0-4cd2-9ef5-ccc0ff4a5fa8">REST API</a></li> <li data-lang="python"><a href="#tab-e0c76da3-7972-49e7-acc5-34b07f882109">Python SDK</a></li> <li data-lang="php"><a href="#tab-d8fe8949-b615-42fe-ba7b-84cf9772b190">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-15e16829-437b-4368-a3a9-6aa9f314822c">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-ee8b3030-725b-4557-bb51-0625c5f62ab3">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-2b82b896-15e0-4cd2-9ef5-ccc0ff4a5fa8"> <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-86748ff3-2803-4af2-80ec-2cac6499773e">REST API</a></li> <li data-lang="python"><a href="#tab-f8654b2d-a991-4516-99b9-c6e2681c354e">Python SDK</a></li> <li data-lang="php"><a href="#tab-1589352b-a5ea-4050-8728-7c16facaa5a9">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-38534212-9753-4ac9-a1f7-9f8f10b50328">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-809c85d6-f4d2-4976-adb2-a4e4f2294466">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-86748ff3-2803-4af2-80ec-2cac6499773e"> <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-e0c76da3-7972-49e7-acc5-34b07f882109"> <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-f8654b2d-a991-4516-99b9-c6e2681c354e"> <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-d8fe8949-b615-42fe-ba7b-84cf9772b190"> <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-1589352b-a5ea-4050-8728-7c16facaa5a9"> <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-15e16829-437b-4368-a3a9-6aa9f314822c"> <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-38534212-9753-4ac9-a1f7-9f8f10b50328"> <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-ee8b3030-725b-4557-bb51-0625c5f62ab3"> <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-809c85d6-f4d2-4976-adb2-a4e4f2294466"> <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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/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 f82c35a..a231842 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/9e2aa2d4/templates/recommendation/blacklist-items/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/blacklist-items/index.html b/templates/recommendation/blacklist-items/index.html index 4285cca..3b02e74 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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/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 f21d794..f62b9d4 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/9e2aa2d4/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 2397853..d86bae3 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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/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 4ed2dbc..bfdfec3 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/9e2aa2d4/templates/recommendation/customize-serving/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/customize-serving/index.html b/templates/recommendation/customize-serving/index.html index 499da45..4c06ec1 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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/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 1eb8768..c933f60 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/9e2aa2d4/templates/recommendation/dase/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/dase/index.html b/templates/recommendation/dase/index.html index b5a9e55..bf5593c 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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/templates/recommendation/dase/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/dase/index.html.gz b/templates/recommendation/dase/index.html.gz index ecf4fba..a86cd85 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/9e2aa2d4/templates/recommendation/evaluation/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/evaluation/index.html b/templates/recommendation/evaluation/index.html index 8483030..ad5ef52 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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/templates/recommendation/evaluation/index.html.gz ---------------------------------------------------------------------- diff --git a/templates/recommendation/evaluation/index.html.gz b/templates/recommendation/evaluation/index.html.gz index 3886659..5dd0d28 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/9e2aa2d4/templates/recommendation/how-to/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/how-to/index.html b/templates/recommendation/how-to/index.html index fb19d23..c89bf55 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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/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 a4abd57..6b1b575 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/9e2aa2d4/templates/recommendation/quickstart/index.html ---------------------------------------------------------------------- diff --git a/templates/recommendation/quickstart/index.html b/templates/recommendation/quickstart/index.html index 44539f8..26d4ed0 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-61b0679c-1690-453e-b64f-c8a8e54c45fd">REST API</a></li> <li data-lang="python"><a href="#tab-9b711a77-2431-4ab7-aa95-b4a886a82ebb">Python SDK</a></li> <li data-lang="php"><a href="#tab-ef0c0bac-f972-49fd-bb36-af4e545b0d7c">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-4e179a34-5d76-4702-9c30-5dfd719045be">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-088246e7-79ef-4653-a508-0b6a41e9bd23">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-61b0679c-1690-453e-b64f-c8a8e54c45fd"> <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-f1eb28e2-ba9f-4cce-9736-602c57eea8c3">REST API</a></li> <li data-lang="python"><a href="#tab-69ea1da6-f97d-49bb-84a2-1955da02cc74">Python SDK</a></li> <li data-lang="php"><a href="#tab-32964ebb-1b08-4da2-9e3d-274640f22c05">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-159e0a4d-2c02-47cc-908d-bd7faf2caf16">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-60b6841b-5809-4a13-b01d-7126c1c38a82">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-f1eb28e2-ba9f-4cce-9736-602c57eea8c3"> <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-9b711a77-2431-4ab7-aa95-b4a886a82ebb"> <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-69ea1da6-f97d-49bb-84a2-1955da02cc74"> <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-ef0c0bac-f972-49fd-bb36-af4e545b0d7c"> <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-32964ebb-1b08-4da2-9e3d-274640f22c05"> <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-4e179a34-5d76-4702-9c30-5dfd719045be"> <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-159e0a4d-2c02-47cc-908d-bd7faf2caf16"> <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-088246e7-79ef-4653-a508-0b6a41e9bd23"> <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-60b6841b-5809-4a13-b01d-7126c1c38a82"> <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-aa6974e8-e208-4d96-a7a3-0acd27b92e16">REST API</a></li> <li data-lang="python"><a href="#tab-d7e1801b-bda5-4c49-80de-96f495a834ca">Python SDK</a></li> <li data-lang="php"><a href="#tab-6ecac145-9bb1-4f88-a273-4af30ed80aa0">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-5b2ef539-0514-4804-b1db-ca8297147c35">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-23f28c10-c054-47d5-a8b7-1aaee2eac606">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-aa6974e8-e208-4d96-a7a3-0a cd27b92e16"> <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-b6a40fd2-72ad-4183-bd43-086a231da5cf">REST API</a></li> <li data-lang="python"><a href="#tab-d7153560-96a7-46dc-a2f9-9f0088ad879a">Python SDK</a></li> <li data-lang="php"><a href="#tab-1eb926ac-7b22-4d0c-8aec-7061677ff5b6">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-3e915428-f28b-4ec1-9c4f-eb6fe7a77c97">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-0f098b34-1ca4-4b30-bf4a-ecbe4251c7ba">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-b6a40fd2-72ad-4183-bd43-08 6a231da5cf"> <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-d7e1801b-bda5-4c49-80de-96f495a834ca"> <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-d7153560-96a7-46dc-a2f9-9f0088ad879a"> <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-6ecac145-9bb1-4f88-a273-4af30ed80aa0"> <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-1eb926ac-7b22-4d0c-8aec-7061677ff5b6"> <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-5b2ef539-0514-4804-b1db-ca8297147c35"> <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-3e915428-f28b-4ec1-9c4f-eb6fe7a77c97"> <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-23f28c10-c054-47d5-a8b7-1aaee2eac606"> <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-0f098b34-1ca4-4b30-bf4a-ecbe4251c7ba"> <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-957a3b86-d8db-46d5-8860-cc475418d9f2">REST API</a></li> <li data-lang="python"><a href="#tab-c0375566-fbc2-4741-aad3-0aaee34339bc">Python SDK</a></li> <li data-lang="php"><a href="#tab-2cca843c-49c1-4f70-8bde-64f6dbc2e037">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-f8e5c037-9264-47da-8649-9cbf744df248">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-14a7dc6e-ec93-457f-9d22-2066242269fe">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-957a3b86-d8db-46d5-8860-cc475418d9f2"> <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-3fea7c41-5717-46e8-bf3b-c30511b24dc0">REST API</a></li> <li data-lang="python"><a href="#tab-c5589c5b-6920-43fd-917d-7a1a12ec6439">Python SDK</a></li> <li data-lang="php"><a href="#tab-75ab2860-28d0-40db-82f1-c4552786bfdf">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-3b4d983b-66a8-4342-8622-32750ec75d0e">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-909e0729-fbf9-433e-acbe-f0119fcb6c3a">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-3fea7c41-5717-46e8-bf3b-c30511b24dc0"> <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-c0375566-fbc2-4741-aad3-0aaee34339bc"> <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-c5589c5b-6920-43fd-917d-7a1a12ec6439"> <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-2cca843c-49c1-4f70-8bde-64f6dbc2e037"> <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-75ab2860-28d0-40db-82f1-c4552786bfdf"> <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-f8e5c037-9264-47da-8649-9cbf744df248"> <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-3b4d983b-66a8-4342-8622-32750ec75d0e"> <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-14a7dc6e-ec93-457f-9d22-2066242269fe"> <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-909e0729-fbf9-433e-acbe-f0119fcb6c3a"> <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-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/templates/recommendation/quickstart/index.html.gz ---------------------------------------------------------------------- diff --git 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src="/javascripts/application-3058a372.js"></script></body></html> \ No newline at end of file +_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html> \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/9e2aa2d4/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 e13bbcc..539b711 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/9e2aa2d4/templates/recommendation/training-with-implicit-preference/index.html ---------------------------------------------------------------------- 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