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<div class="section" id="pyfts-distributed-package">
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<h1>pyFTS.distributed package<a class="headerlink" href="#pyfts-distributed-package" title="Permalink to this headline">¶</a></h1>
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<div class="section" id="module-pyFTS.distributed">
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<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS.distributed" title="Permalink to this headline">¶</a></h2>
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<div class="section" id="submodules">
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<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
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<div class="section" id="pyfts-distributed-dispy-module">
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<h2>pyFTS.distributed.dispy module<a class="headerlink" href="#pyfts-distributed-dispy-module" title="Permalink to this headline">¶</a></h2>
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</div>
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<div class="section" id="module-pyFTS.distributed.spark">
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<span id="pyfts-distributed-spark-module"></span><h2>pyFTS.distributed.spark module<a class="headerlink" href="#module-pyFTS.distributed.spark" title="Permalink to this headline">¶</a></h2>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.create_multivariate_model">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">create_multivariate_model</code><span class="sig-paren">(</span><em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#create_multivariate_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.create_multivariate_model" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.create_spark_conf">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">create_spark_conf</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#create_spark_conf"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.create_spark_conf" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.create_univariate_model">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">create_univariate_model</code><span class="sig-paren">(</span><em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#create_univariate_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.create_univariate_model" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.distributed_predict">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">distributed_predict</code><span class="sig-paren">(</span><em>data</em>, <em>model</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#distributed_predict"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.distributed_predict" title="Permalink to this definition">¶</a></dt>
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<dd><table class="docutils field-list" frame="void" rules="none">
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<col class="field-name" />
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<col class="field-body" />
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<tbody valign="top">
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<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
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<li><strong>model</strong> – </li>
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<li><strong>data</strong> – </li>
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<li><strong>url</strong> – </li>
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<li><strong>app</strong> – </li>
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</ul>
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</td>
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</tr>
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<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"></p>
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</td>
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</tr>
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</tbody>
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</table>
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</dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.distributed_train">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">distributed_train</code><span class="sig-paren">(</span><em>model</em>, <em>data</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#distributed_train"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.distributed_train" title="Permalink to this definition">¶</a></dt>
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<dd><table class="docutils field-list" frame="void" rules="none">
|
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<col class="field-name" />
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<col class="field-body" />
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<tbody valign="top">
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<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
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<li><strong>model</strong> – </li>
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<li><strong>data</strong> – </li>
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<li><strong>url</strong> – </li>
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<li><strong>app</strong> – </li>
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</ul>
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</td>
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</tr>
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<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"></p>
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</td>
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</tr>
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</tbody>
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</table>
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</dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.get_clustered_partitioner">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">get_clustered_partitioner</code><span class="sig-paren">(</span><em>explanatory_variables</em>, <em>target_variable</em>, <em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#get_clustered_partitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.get_clustered_partitioner" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.get_partitioner">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">get_partitioner</code><span class="sig-paren">(</span><em>shared_partitioner</em>, <em>type='common'</em>, <em>variables=[]</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#get_partitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.get_partitioner" title="Permalink to this definition">¶</a></dt>
|
||
<dd><table class="docutils field-list" frame="void" rules="none">
|
||
<col class="field-name" />
|
||
<col class="field-body" />
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||
<tbody valign="top">
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||
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>part</strong> – </td>
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</tr>
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<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"></td>
|
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</tr>
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</tbody>
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</table>
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</dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.get_variables">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">get_variables</code><span class="sig-paren">(</span><em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#get_variables"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.get_variables" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="pyFTS.distributed.spark.share_parameters">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">share_parameters</code><span class="sig-paren">(</span><em>model</em>, <em>context</em>, <em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#share_parameters"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.share_parameters" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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|
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<dl class="function">
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<dt id="pyFTS.distributed.spark.slave_forecast_multivariate">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">slave_forecast_multivariate</code><span class="sig-paren">(</span><em>data</em>, <em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#slave_forecast_multivariate"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.slave_forecast_multivariate" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
|
||
|
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<dl class="function">
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<dt id="pyFTS.distributed.spark.slave_forecast_univariate">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">slave_forecast_univariate</code><span class="sig-paren">(</span><em>data</em>, <em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#slave_forecast_univariate"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.slave_forecast_univariate" title="Permalink to this definition">¶</a></dt>
|
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<dd><table class="docutils field-list" frame="void" rules="none">
|
||
<col class="field-name" />
|
||
<col class="field-body" />
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||
<tbody valign="top">
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<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>data</strong> – </td>
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</tr>
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<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"></td>
|
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</tr>
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</tbody>
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</table>
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</dd></dl>
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|
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<dl class="function">
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<dt id="pyFTS.distributed.spark.slave_train_multivariate">
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<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">slave_train_multivariate</code><span class="sig-paren">(</span><em>data</em>, <em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#slave_train_multivariate"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.slave_train_multivariate" title="Permalink to this definition">¶</a></dt>
|
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<dd></dd></dl>
|
||
|
||
<dl class="function">
|
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<dt id="pyFTS.distributed.spark.slave_train_univariate">
|
||
<code class="descclassname">pyFTS.distributed.spark.</code><code class="descname">slave_train_univariate</code><span class="sig-paren">(</span><em>data</em>, <em>**parameters</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/distributed/spark.html#slave_train_univariate"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.distributed.spark.slave_train_univariate" title="Permalink to this definition">¶</a></dt>
|
||
<dd><table class="docutils field-list" frame="void" rules="none">
|
||
<col class="field-name" />
|
||
<col class="field-body" />
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||
<tbody valign="top">
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||
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>data</strong> – </td>
|
||
</tr>
|
||
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"></td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
</dd></dl>
|
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