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Posted to commits@predictionio.apache.org by gi...@apache.org on 2017/11/08 19:18:19 UTC
[05/12] incubator-predictionio-site git commit: Documentation based
on apache/incubator-predictionio#e1b211e8d90b21baa41a3b0f31bee8f953097315
http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/sitemap.xml
----------------------------------------------------------------------
diff --git a/sitemap.xml b/sitemap.xml
index 4fcbede..c7a22f9 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -1,782 +1,782 @@
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<url>
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<url>
- <loc>//predictionio.apache.org/templates/recommendation/batch-evaluator/</loc>
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<url>
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</url>
<url>
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<priority>0.5</priority>
</url>
<url>
- <loc>//predictionio.apache.org/templates/productranking/dase/</loc>
- <lastmod>2017-10-31T07:27:01+00:00</lastmod>
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</url>
<url>
- <loc>//predictionio.apache.org/templates/leadscoring/quickstart/</loc>
- <lastmod>2017-10-31T07:27:01+00:00</lastmod>
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<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
- <loc>//predictionio.apache.org/templates/leadscoring/dase/</loc>
- <lastmod>2017-10-31T07:27:01+00:00</lastmod>
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<url>
- <loc>//predictionio.apache.org/templates/javaecommercerecommendation/quickstart/</loc>
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<url>
- <loc>//predictionio.apache.org/templates/javaecommercerecommendation/dase/</loc>
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<span class="o">[</span>INFO] <span class="o">[</span>App<span class="nv">$]</span> MyApp1 | 1 | 3mZWDzci2D5YsqAnqNnXH9SB6Rg3dsTBs8iHkK6X2i54IQsIZI1eEeQQyMfs7b3F | <span class="o">(</span>all<span class="o">)</span>
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<span class="o">[</span>INFO] <span class="o">[</span>App<span class="nv">$]</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 Classification Engine Template reads 4 properties of a user record: attr0, attr1, attr2 and plan. This templates requires '$set' user events.</p><div class="alert-message info"><p>This template can easily be customized to use different or more number of attributes.</p></div> <p>You can send these events to PredictionIO Event Server in real-time easily by making a HTTP request or through the provided SDK. Please see <a href="/appintegration/">App Integration Overview</a> for more details how to integrate your app with SDK.</p><p>Let's try sending events to EventServer with the following <code>curl</code> commands (The corresponding SDK code is showed in other tabs).</p><p>Replace <code><ACCCESS_KEY></code> by the Access Key generated in above steps. Note that <code>loc
alhost:7070</code> is the default URL of the Event Server.</p><p>For convenience, set your access key to the shell variable, run:</p><p><code>$ ACCESS_KEY=<ACCESS_KEY></code></p> <p><a href="#"></a></p> <p>To set properties "attr0", "attr1", "attr2" and "plan" for user "u0" on time <code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if eventTime is not specified), you can send <code>$set</code> event for the user. To send this event, run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-c02a43a8-1591-4139-8354-fdf50548b539">REST API</a></li> <li data-lang="python"><a href="#tab-dd36e6fa-4578-4cee-93d3-d9c7e9050f0a">Python SDK</a></li> <li data-lang="php"><a href="#tab-fe86434a-15a4-4783-86cc-eba30b994e0c">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-f0187808-9583-4529-a869-be2499faebc0">Ruby SDK</a></li> <li data-lang="java"><a href="#
tab-9197f334-ff2a-4b81-b040-4ba923ba11d4">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-c02a43a8-1591-4139-8354-fdf50548b539"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
+</pre></td></tr></tbody></table> </div> <p><a href="#"></a></p> <h2 id='4.-collecting-data' class='header-anchors'>4. Collecting Data</h2><p>Next, let's collect some training data. By default, the Classification Engine Template reads 4 properties of a user record: attr0, attr1, attr2 and plan. This templates requires '$set' user events.</p><div class="alert-message info"><p>This template can easily be customized to use different or more number of attributes.</p></div> <p>You can send these events to PredictionIO Event Server in real-time easily by making a HTTP request or through the provided SDK. Please see <a href="/appintegration/">App Integration Overview</a> for more details how to integrate your app with SDK.</p><p>Let'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>loc
alhost: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>To set properties "attr0", "attr1", "attr2" and "plan" for user "u0" on time <code>2014-11-02T09:39:45.618-08:00</code> (current time will be used if eventTime is not specified), you can send <code>$set</code> event for the user. To send this event, run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-887a5cc9-fc52-4cf1-98d2-38480a2f7640">REST API</a></li> <li data-lang="python"><a href="#tab-2260788c-c011-4eea-b32a-449c5ee2585f">Python SDK</a></li> <li data-lang="php"><a href="#tab-9e40de20-85ab-40f0-9d73-f7e37a8944bb">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-ca590ba4-635b-4c7c-b273-1fcfc1d80d32">Ruby SDK</a></li> <li data-lang="java"><a href="#
tab-9061fe83-ad20-4d6a-9f1e-71e95593c51c">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="json" id="tab-887a5cc9-fc52-4cf1-98d2-38480a2f7640"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -59,7 +59,7 @@ Your system is all ready to go.
}
"eventTime" : "2014-11-02T09:39:45.618-08:00"
}'</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" data-lang="python" id="tab-dd36e6fa-4578-4cee-93d3-d9c7e9050f0a"> <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-2260788c-c011-4eea-b32a-449c5ee2585f"> <div class="highlight python"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -100,7 +100,7 @@ Your system is all ready to go.
<span class="s">"plan"</span> <span class="p">:</span> <span class="nb">int</span><span class="p">(</span><span class="o"><</span><span class="n">VALUE</span> <span class="n">OF</span> <span class="n">PLAN</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-fe86434a-15a4-4783-86cc-eba30b994e0c"> <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-9e40de20-85ab-40f0-9d73-f7e37a8944bb"> <div class="highlight php"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -137,7 +137,7 @@ Your system is all ready to go.
<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-f0187808-9583-4529-a869-be2499faebc0"> <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-ca590ba4-635b-4c7c-b273-1fcfc1d80d32"> <div class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -168,7 +168,7 @@ Your system is all ready to go.
<span class="p">}</span>
<span class="p">}</span>
<span class="p">)</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" data-lang="java" id="tab-9197f334-ff2a-4b81-b040-4ba923ba11d4"> <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-9061fe83-ad20-4d6a-9f1e-71e95593c51c"> <div class="highlight java"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -203,7 +203,7 @@ Your system is all ready to go.
<span class="s">"plan"</span><span class="o">,</span> <span class="o"><</span><span class="n">VALUE</span> <span class="n">OF</span> <span class="n">PLAN</span><span class="o">></span>
<span class="o">));</span>
<span class="n">client</span><span class="o">.</span><span class="na">createEvent</span><span class="o">(</span><span class="n">event</span><span class="o">);</span>
-</pre></td> </tr></tbody></table> </div> </div> </div> <p>Note that you can also set the properties for the user with multiple <code>$set</code> events (They will be aggregated during engine training).</p><p>To set properties "attr0", "attr1" and "attr2", and "plan" for user "u1" at different time, you can send follwing <code>$set</code> events for the user. To send these events, run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-183c7e9e-0a51-48c4-a133-1f9c6a3f19d0">REST API</a></li> <li data-lang="python"><a href="#tab-b3e5d6f8-0d56-4a24-89bc-1a830e09e6c5">Python SDK</a></li> <li data-lang="php"><a href="#tab-58e05deb-4fa1-4347-b72c-9033a3a32a6f">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-052bf950-9557-46cc-bebc-eb7429e864de">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-0a22b4d8-1ab6-4e43-b493-f0834a778afb">Java SDK</a></li> </ul> <div data-tab
="REST API" data-lang="json" id="tab-183c7e9e-0a51-48c4-a133-1f9c6a3f19d0"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
+</pre></td> </tr></tbody></table> </div> </div> </div> <p>Note that you can also set the properties for the user with multiple <code>$set</code> events (They will be aggregated during engine training).</p><p>To set properties "attr0", "attr1" and "attr2", and "plan" for user "u1" at different time, you can send follwing <code>$set</code> events for the user. To send these events, run the following <code>curl</code> command:</p><div class="tabs"> <ul class="control"> <li data-lang="json"><a href="#tab-e833db48-d008-4f9e-851b-097c3ce9246c">REST API</a></li> <li data-lang="python"><a href="#tab-146bbb1c-302e-459b-a518-c5a4d99ce1e0">Python SDK</a></li> <li data-lang="php"><a href="#tab-4d9eeecc-29ca-45f3-9f2c-188e475d9b17">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-937db00b-79aa-424a-a5b4-764d90975cae">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-3524e6df-bb3c-493c-b91a-53f7b7356a09">Java SDK</a></li> </ul> <div data-tab
="REST API" data-lang="json" id="tab-e833db48-d008-4f9e-851b-097c3ce9246c"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -274,7 +274,7 @@ Your system is all ready to go.
}
"eventTime" : "2014-11-02T09:39:45.618-08:00"
}'</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" data-lang="python" id="tab-b3e5d6f8-0d56-4a24-89bc-1a830e09e6c5"> <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-146bbb1c-302e-459b-a518-c5a4d99ce1e0"> <div class="highlight python"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -327,7 +327,7 @@ Your system is all ready to go.
<span class="s">"plan"</span> <span class="p">:</span> <span class="nb">int</span><span class="p">(</span><span class="o"><</span><span class="n">VALUE</span> <span class="n">OF</span> <span class="n">PLAN</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-58e05deb-4fa1-4347-b72c-9033a3a32a6f"> <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-4d9eeecc-29ca-45f3-9f2c-188e475d9b17"> <div class="highlight php"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
2
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@@ -390,7 +390,7 @@ 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-052bf950-9557-46cc-bebc-eb7429e864de"> <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-937db00b-79aa-424a-a5b4-764d90975cae"> <div class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -433,7 +433,7 @@ Your system is all ready to go.
<span class="p">)</span>
<span class="c1"># Etc...</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" data-lang="java" id="tab-0a22b4d8-1ab6-4e43-b493-f0834a778afb"> <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-3524e6df-bb3c-493c-b91a-53f7b7356a09"> <div class="highlight java"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -497,17 +497,17 @@ Your system is all ready to go.
</pre></td></tr></tbody></table> </div> <p>When the engine is deployed successfully and running, you should see a console message similar to the following:</p><div class="highlight shell"><table style="border-spacing: 0"><tbody><tr><td class="gutter gl" style="text-align: right"><pre class="lineno">1
2</pre></td><td class="code"><pre><span class="o">[</span>INFO] <span class="o">[</span>HttpListener] Bound to /0.0.0.0:8000
<span class="o">[</span>INFO] <span class="o">[</span>MasterActor] Bind successful. Ready to serve.
-</pre></td></tr></tbody></table> </div> <p>Do not kill the deployed engine process.</p><p>By default, the deployed engine binds to <a href="http://localhost:8000"><a href="http://localhost:8000">http://localhost:8000</a></a>. You can visit that page in your web browser to check its status.</p><p><img alt="Engine Status" src="/images/engine-server-3246414b.png"/></p></p><h2 id='6.-use-the-engine' class='header-anchors'>6. Use the Engine</h2><p>Now, You can try to retrieve predicted results. For example, to predict the label (i.e. <em>plan</em> in this case) of a user with attr0=2, attr1=0 and attr2=0, you send this JSON <code>{ "attr0":2, "attr1":0, "attr2":0 }</code> to the deployed engine and it will return a JSON of the predicted plan. Simply send a query by making a HTTP request or through the <code>EngineClient</code> of an SDK.</p><p>With the deployed engine running, open another terminal and run the following <code>curl</code> command or use SDK t
o send the query:</p><div class="tabs"> <ul class="control"> <li data-lang="bash"><a href="#tab-3ac2abb4-283a-4149-bd2e-c504281ce042">REST API</a></li> <li data-lang="python"><a href="#tab-739a839d-42c3-49f2-911b-f03a0d905a21">Python SDK</a></li> <li data-lang="php"><a href="#tab-6e69c0bf-ed7a-4b6a-8da0-48c65587a065">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-bb384335-dd7d-4d69-b1f7-c6d06f59fc70">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-8a9e6e96-0589-4349-af49-3c076140b4de">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="bash" id="tab-3ac2abb4-283a-4149-bd2e-c504281ce042"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
+</pre></td></tr></tbody></table> </div> <p>Do not kill the deployed engine process.</p><p>By default, the deployed engine binds to <a href="http://localhost:8000"><a href="http://localhost:8000">http://localhost:8000</a></a>. You can visit that page in your web browser to check its status.</p><p><img alt="Engine Status" src="/images/engine-server-3246414b.png"/></p></p><h2 id='6.-use-the-engine' class='header-anchors'>6. Use the Engine</h2><p>Now, You can try to retrieve predicted results. For example, to predict the label (i.e. <em>plan</em> in this case) of a user with attr0=2, attr1=0 and attr2=0, you send this JSON <code>{ "attr0":2, "attr1":0, "attr2":0 }</code> to the deployed engine and it will return a JSON of the predicted plan. Simply send a query by making a HTTP request or through the <code>EngineClient</code> of an SDK.</p><p>With the deployed engine running, open another terminal and run the following <code>curl</code> command or use SDK t
o send the query:</p><div class="tabs"> <ul class="control"> <li data-lang="bash"><a href="#tab-eb7f4565-20b2-4ecd-aec3-e942ffe52d52">REST API</a></li> <li data-lang="python"><a href="#tab-d3a87f54-dd23-451a-84b9-9af05c528abf">Python SDK</a></li> <li data-lang="php"><a href="#tab-0e6fda3b-dd2d-4e6f-8555-209eb2de90d7">PHP SDK</a></li> <li data-lang="ruby"><a href="#tab-ad976a4b-40fc-41bc-b7ba-6891469a5d29">Ruby SDK</a></li> <li data-lang="java"><a href="#tab-f378259d-4049-44b2-9470-a6a384aa3ea9">Java SDK</a></li> </ul> <div data-tab="REST API" data-lang="bash" id="tab-eb7f4565-20b2-4ecd-aec3-e942ffe52d52"> <div class="highlight shell"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
2
3</pre></td> <td class="code"><pre><span class="gp">$ </span>curl -H <span class="s2">"Content-Type: application/json"</span> <span class="se">\</span>
-d <span class="s1">'{ "attr0":2, "attr1":0, "attr2":0 }'</span> http://localhost:8000/queries.json
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Python SDK" data-lang="python" id="tab-739a839d-42c3-49f2-911b-f03a0d905a21"> <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-d3a87f54-dd23-451a-84b9-9af05c528abf"> <div class="highlight python"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
2
3</pre></td> <td class="code"><pre><span class="kn">import</span> <span class="nn">predictionio</span>
<span class="n">engine_client</span> <span class="o">=</span> <span class="n">predictionio</span><span class="o">.</span><span class="n">EngineClient</span><span class="p">(</span><span class="n">url</span><span class="o">=</span><span class="s">"http://localhost:8000"</span><span class="p">)</span>
<span class="k">print</span> <span class="n">engine_client</span><span class="o">.</span><span class="n">send_query</span><span class="p">({</span><span class="s">"attr0"</span><span class="p">:</span><span class="mi">2</span><span class="p">,</span> <span class="s">"attr1"</span><span class="p">:</span><span class="mi">0</span><span class="p">,</span> <span class="s">"attr2"</span><span class="p">:</span><span class="mi">0</span><span class="p">})</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="PHP SDK" data-lang="php" id="tab-6e69c0bf-ed7a-4b6a-8da0-48c65587a065"> <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-0e6fda3b-dd2d-4e6f-8555-209eb2de90d7"> <div class="highlight php"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -526,7 +526,7 @@ Your system is all ready to go.
<span class="nb">print_r</span><span class="p">(</span><span class="nv">$response</span><span class="p">);</span>
<span class="cp">?></span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Ruby SDK" data-lang="ruby" id="tab-bb384335-dd7d-4d69-b1f7-c6d06f59fc70"> <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-ad976a4b-40fc-41bc-b7ba-6891469a5d29"> <div class="highlight ruby"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -539,7 +539,7 @@ Your system is all ready to go.
<span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="p">.</span><span class="nf">send_query</span><span class="p">(</span><span class="s1">'attr0'</span> <span class="o">=></span> <span class="mi">2</span><span class="p">,</span> <span class="s1">'attr1'</span> <span class="o">=></span> <span class="mi">0</span><span class="p">,</span> <span class="s1">'attr2'</span> <span class="o">=></span> <span class="mi">0</span><span class="p">)</span>
<span class="nb">puts</span> <span class="n">response</span>
-</pre></td> </tr></tbody></table> </div> </div> <div data-tab="Java SDK" data-lang="java" id="tab-8a9e6e96-0589-4349-af49-3c076140b4de"> <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-f378259d-4049-44b2-9470-a6a384aa3ea9"> <div class="highlight java"> <table style="border-spacing: 0"><tbody><tr> <td class="gutter gl" style="text-align: right"><pre class="lineno">1
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@@ -570,4 +570,4 @@ Your system is all ready to go.
e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
})(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
-_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html>
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+_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html>
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index a921099..8670305 100644
Binary files a/templates/classification/quickstart/index.html.gz and b/templates/classification/quickstart/index.html.gz differ
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@@ -65,4 +65,4 @@
e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
})(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
-_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html>
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html>
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/templates/classification/reading-custom-properties/index.html.gz
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diff --git a/templates/classification/reading-custom-properties/index.html.gz b/templates/classification/reading-custom-properties/index.html.gz
index 9c5b27c..dfa3927 100644
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/templates/complementarypurchase/dase/index.html
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diff --git a/templates/complementarypurchase/dase/index.html b/templates/complementarypurchase/dase/index.html
index b33a751..f3f2c44 100644
--- a/templates/complementarypurchase/dase/index.html
+++ b/templates/complementarypurchase/dase/index.html
@@ -413,4 +413,4 @@
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})(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
-_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-a6acb1f5.js"></script></body></html>
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');</script><script src="/javascripts/application-3058a372.js"></script></body></html>
\ No newline at end of file
http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/templates/complementarypurchase/dase/index.html.gz
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diff --git a/templates/complementarypurchase/dase/index.html.gz b/templates/complementarypurchase/dase/index.html.gz
index b09eeb9..6c291cd 100644
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