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<div class="section" id="seldon-luigi-package">
<h1>seldon.luigi package<a class="headerlink" href="#seldon-luigi-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
<div class="section" id="module-seldon.luigi.spark">
<span id="seldon-luigi-spark"></span><h2>seldon.luigi.spark<a class="headerlink" href="#module-seldon.luigi.spark" title="Permalink to this headline">¶</a></h2>
<dl class="class">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob">
<em class="property">class </em><code class="descclassname">seldon.luigi.spark.</code><code class="descname">ItemSimilaritySparkJob</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#ItemSimilaritySparkJob"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">luigi.task.Task</span></code></p>
<p>Spark job for running item similarity model</p>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.client">
<code class="descname">client</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.client" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.days">
<code class="descname">days</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.days" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.dimsumThreshold">
<code class="descname">dimsumThreshold</code><em class="property"> = <luigi.parameter.FloatParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.dimsumThreshold" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.inputPath">
<code class="descname">inputPath</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.inputPath" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.itemType">
<code class="descname">itemType</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.itemType" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.limit">
<code class="descname">limit</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.limit" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.maxUsersPerItem">
<code class="descname">maxUsersPerItem</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.maxUsersPerItem" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.minItemsPerUser">
<code class="descname">minItemsPerUser</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.minItemsPerUser" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.minUsersPerItem">
<code class="descname">minUsersPerItem</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.minUsersPerItem" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.output">
<code class="descname">output</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#ItemSimilaritySparkJob.output"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.output" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.outputPath">
<code class="descname">outputPath</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.outputPath" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.run">
<code class="descname">run</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#ItemSimilaritySparkJob.run"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.run" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.sample">
<code class="descname">sample</code><em class="property"> = <luigi.parameter.FloatParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.sample" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.startDay">
<code class="descname">startDay</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.startDay" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.ItemSimilaritySparkJob.task_namespace">
<code class="descname">task_namespace</code><em class="property"> = None</em><a class="headerlink" href="#seldon.luigi.spark.ItemSimilaritySparkJob.task_namespace" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="seldon.luigi.spark.SeldonItemSimilarity">
<em class="property">class </em><code class="descclassname">seldon.luigi.spark.</code><code class="descname">SeldonItemSimilarity</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonItemSimilarity"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">luigi.task.Task</span></code></p>
<p>Item similarity model. Depends on spark job. Writes results to mysql db.</p>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.client">
<code class="descname">client</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.client" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.db_host">
<code class="descname">db_host</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.db_host" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.db_pass">
<code class="descname">db_pass</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.db_pass" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.db_user">
<code class="descname">db_user</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.db_user" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.requires">
<code class="descname">requires</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonItemSimilarity.requires"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.requires" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.run">
<code class="descname">run</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonItemSimilarity.run"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.run" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.startDay">
<code class="descname">startDay</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.startDay" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonItemSimilarity.task_namespace">
<code class="descname">task_namespace</code><em class="property"> = None</em><a class="headerlink" href="#seldon.luigi.spark.SeldonItemSimilarity.task_namespace" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization">
<em class="property">class </em><code class="descclassname">seldon.luigi.spark.</code><code class="descname">SeldonMatrixFactorization</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonMatrixFactorization"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">luigi.task.Task</span></code></p>
<p>Matrix factorization using Spark</p>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.alpha">
<code class="descname">alpha</code><em class="property"> = <luigi.parameter.FloatParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.alpha" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.client">
<code class="descname">client</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.client" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.days">
<code class="descname">days</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.days" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.inputPath">
<code class="descname">inputPath</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.inputPath" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.iterations">
<code class="descname">iterations</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.iterations" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.mf_lambda">
<code class="descname">mf_lambda</code><em class="property"> = <luigi.parameter.FloatParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.mf_lambda" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.output">
<code class="descname">output</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonMatrixFactorization.output"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.output" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.outputPath">
<code class="descname">outputPath</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.outputPath" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.rank">
<code class="descname">rank</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.rank" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.run">
<code class="descname">run</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonMatrixFactorization.run"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.run" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.startDay">
<code class="descname">startDay</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.startDay" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorization.task_namespace">
<code class="descname">task_namespace</code><em class="property"> = None</em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorization.task_namespace" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters">
<em class="property">class </em><code class="descclassname">seldon.luigi.spark.</code><code class="descname">SeldonMatrixFactorizationClusters</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonMatrixFactorizationClusters"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">luigi.task.Task</span></code></p>
<p>User Clustered Matrix factorization using Spark</p>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.alpha">
<code class="descname">alpha</code><em class="property"> = <luigi.parameter.FloatParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.alpha" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.client">
<code class="descname">client</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.client" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.days">
<code class="descname">days</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.days" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.inputPath">
<code class="descname">inputPath</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.inputPath" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.iterations">
<code class="descname">iterations</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.iterations" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.mf_lambda">
<code class="descname">mf_lambda</code><em class="property"> = <luigi.parameter.FloatParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.mf_lambda" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.output">
<code class="descname">output</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonMatrixFactorizationClusters.output"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.output" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.outputPath">
<code class="descname">outputPath</code><em class="property"> = <luigi.parameter.Parameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.outputPath" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.rank">
<code class="descname">rank</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.rank" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.run">
<code class="descname">run</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="modules/seldon/luigi/spark.html#SeldonMatrixFactorizationClusters.run"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.run" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.startDay">
<code class="descname">startDay</code><em class="property"> = <luigi.parameter.IntParameter object></em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.startDay" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="seldon.luigi.spark.SeldonMatrixFactorizationClusters.task_namespace">
<code class="descname">task_namespace</code><em class="property"> = None</em><a class="headerlink" href="#seldon.luigi.spark.SeldonMatrixFactorizationClusters.task_namespace" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
</div>
<div class="section" id="module-seldon.luigi">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-seldon.luigi" title="Permalink to this headline">¶</a></h2>
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