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Posted to commits@predictionio.apache.org by gi...@apache.org on 2017/05/03 16:29:45 UTC
[21/51] [abbrv] [partial] incubator-predictionio-site git commit:
Clean up before
apache/incubator-predictionio#a7acb3019bcb9e8e4f780a2d1b1ef9191a1c10a9
http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/41546891/api/current/org/apache/predictionio/controller/LServing.html
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- <title>LServing - PredictionIO Scala API 0.11.0-incubating - org.apache.predictionio.controller.LServing</title>
- <meta name="description" content="LServing - PredictionIO Scala API 0.11.0 - incubating - org.apache.predictionio.controller.LServing" />
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- <h1>LServing</h1>
- </div>
-
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- <span class="modifier_kind">
- <span class="modifier">abstract </span>
- <span class="kind">class</span>
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- <span class="symbol">
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-
- <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Base class of serving.
-</p></div><dl class="paramcmts block"><dt class="tparam">Q</dt><dd class="cmt"><p>Input query class.</p></dd><dt class="tparam">P</dt><dd class="cmt"><p>Output prediction class.</p></dd></dl><div class="toggleContainer block">
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- <h3>Instance Constructors</h3>
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- <span class="modifier_kind">
- <span class="modifier"></span>
- <span class="kind">new</span>
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- <span class="symbol">
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- </h4>
- <p class="shortcomment cmt"></p>
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-
-
-
- <div id="values" class="values members">
- <h3>Abstract Value Members</h3>
- <ol><li name="org.apache.predictionio.controller.LServing#serve" visbl="pub" data-isabs="true" fullComment="yes" group="Ungrouped">
- <a id="serve(query:Q,predictions:Seq[P]):P"></a>
- <a id="serve(Q,Seq[P]):P"></a>
- <h4 class="signature">
- <span class="modifier_kind">
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- <span class="symbol">
- <span class="name">serve</span><span class="params">(<span name="query">query: <span class="extype" name="org.apache.predictionio.controller.LServing.Q">Q</span></span>, <span name="predictions">predictions: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="org.apache.predictionio.controller.LServing.P">P</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.predictionio.controller.LServing.P">P</span></span>
- </span>
- </h4>
- <p class="shortcomment cmt">Implement this method to combine multiple algorithms' predictions to
-produce a single final prediction.</p><div class="fullcomment"><div class="comment cmt"><p>Implement this method to combine multiple algorithms' predictions to
-produce a single final prediction. The query is the original query sent to
-the engine, not the supplemented produced by <a href="#supplement(q:Q):Q" class="extmbr" name="org.apache.predictionio.controller.LServing#supplement">LServing.supplement</a>.
-</p></div><dl class="paramcmts block"><dt class="param">query</dt><dd class="cmt"><p>Original input query.</p></dd><dt class="param">predictions</dt><dd class="cmt"><p>A list of algorithms' predictions.
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- <a id="serveBase(Q,Seq[P]):P"></a>
- <h4 class="signature">
- <span class="modifier_kind">
- <span class="modifier"></span>
- <span class="kind">def</span>
- </span>
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- <p class="shortcomment cmt">:: DeveloperApi ::
-Engine developers should not use this directly.</p><div class="fullcomment"><div class="comment cmt"><p>:: DeveloperApi ::
-Engine developers should not use this directly. This is called by serving
-layer to combine multiple predicted results from multiple algorithms, and
-custom business logic before serving to the end user.
-</p></div><dl class="paramcmts block"><dt class="param">q</dt><dd class="cmt"><p>Query</p></dd><dt class="param">ps</dt><dd class="cmt"><p>List of predicted results</p></dd><dt>returns</dt><dd class="cmt"><p>A single predicted result
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- <p class="shortcomment cmt">:: Experimental ::
-Implement this method to supplement the query before sending it to
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-Implement this method to supplement the query before sending it to
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- <h1>LocalFileSystemPersistentModel</h1>
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- <span class="modifier"></span>
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- </span>
- </h4>
-
- <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>This trait is a convenience helper for persisting your model to the local
-filesystem. This trait and <a href="LocalFileSystemPersistentModelLoader.html" class="extype" name="org.apache.predictionio.controller.LocalFileSystemPersistentModelLoader">LocalFileSystemPersistentModelLoader</a> contain
-concrete implementation and need not be implemented.</p><p>The underlying implementation is <a href="Utils$.html#save(id:String,model:Any):Unit" class="extmbr" name="org.apache.predictionio.controller.Utils#save">Utils.save</a>.</p><pre><span class="kw">class</span> MyModel <span class="kw">extends</span> LocalFileSystemPersistentModel[MyParams] {
- ...
-}
-
-<span class="kw">object</span> MyModel <span class="kw">extends</span> LocalFileSystemPersistentModelLoader[MyParams, MyModel] {
- ...
-}</pre></div><dl class="paramcmts block"><dt class="tparam">AP</dt><dd class="cmt"><p>Algorithm parameters class.</p></dd></dl><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><a href="LocalFileSystemPersistentModelLoader.html" class="extype" name="org.apache.predictionio.controller.LocalFileSystemPersistentModelLoader">LocalFileSystemPersistentModelLoader</a></p></span></dd></dl><div class="toggleContainer block">
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- <p class="shortcomment cmt">Save the model to some persistent storage.</p><div class="fullcomment"><div class="comment cmt"><p>Save the model to some persistent storage.</p><p>This method should return true if the model has been saved successfully so
-that PredictionIO knows that it can be restored later during deployment.
-This method should return false if the model cannot be saved (or should
-not be saved due to configuration) so that PredictionIO will re-train the
-model during deployment. All arguments of this method are provided by
-automatically by PredictionIO.
-</p></div><dl class="paramcmts block"><dt class="param">id</dt><dd class="cmt"><p>ID of the run that trained this model.</p></dd><dt class="param">params</dt><dd class="cmt"><p>Algorithm parameters that were used to train this model.</p></dd><dt class="param">sc</dt><dd class="cmt"><p>An Apache Spark context.
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