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| <div class="section" id="federated"> |
| <h1>Federated<a class="headerlink" href="#federated" title="Permalink to this headline">¶</a></h1> |
| <dl class="py class"> |
| <dt id="systemds.matrix.Federated"> |
| <em class="property">class </em><code class="sig-prename descclassname">systemds.matrix.</code><code class="sig-name descname">Federated</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sds_context</span><span class="p">:</span> <span class="n">systemds.context.systemds_context.SystemDSContext</span></em>, <em class="sig-param"><span class="n">addresses</span><span class="p">:</span> <span class="n">Iterable<span class="p">[</span>str<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">ranges</span><span class="p">:</span> <span class="n">Iterable<span class="p">[</span>Tuple<span class="p">[</span>Iterable<span class="p">[</span>int<span class="p">]</span><span class="p">, </span>Iterable<span class="p">[</span>int<span class="p">]</span><span class="p">]</span><span class="p">]</span></span></em>, <em class="sig-param"><span class="o">*</span><span class="n">args</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span><span class="p">:</span> <span class="n">Dict<span class="p">[</span>str<span class="p">, </span>Union<span class="p">[</span>DAGNode<span class="p">, </span>str<span class="p">, </span>int<span class="p">, </span>float<span class="p">, </span>bool<span class="p">]</span><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#systemds.matrix.Federated" title="Permalink to this definition">¶</a></dt> |
| <dd><dl class="py method"> |
| <dt id="systemds.matrix.Federated.__init__"> |
| <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sds_context</span><span class="p">:</span> <span class="n">systemds.context.systemds_context.SystemDSContext</span></em>, <em class="sig-param"><span class="n">addresses</span><span class="p">:</span> <span class="n">Iterable<span class="p">[</span>str<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">ranges</span><span class="p">:</span> <span class="n">Iterable<span class="p">[</span>Tuple<span class="p">[</span>Iterable<span class="p">[</span>int<span class="p">]</span><span class="p">, </span>Iterable<span class="p">[</span>int<span class="p">]</span><span class="p">]</span><span class="p">]</span></span></em>, <em class="sig-param"><span class="o">*</span><span class="n">args</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span><span class="p">:</span> <span class="n">Dict<span class="p">[</span>str<span class="p">, </span>Union<span class="p">[</span>DAGNode<span class="p">, </span>str<span class="p">, </span>int<span class="p">, </span>float<span class="p">, </span>bool<span class="p">]</span><span class="p">]</span></span></em><span class="sig-paren">)</span> → systemds.operator.operation_node.OperationNode<a class="headerlink" href="#systemds.matrix.Federated.__init__" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Create federated matrix object.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>sds_context</strong> – the SystemDS context</p></li> |
| <li><p><strong>addresses</strong> – addresses of the federated workers</p></li> |
| <li><p><strong>ranges</strong> – for each federated worker a pair of begin and end index of their held matrix</p></li> |
| <li><p><strong>args</strong> – unnamed params</p></li> |
| <li><p><strong>kwargs</strong> – named params</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the OperationNode representing this operation</p> |
| </dd> |
| </dl> |
| </dd></dl> |
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