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<section id="reagent-validators-package">
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<h1>reagent.validators package<a class="headerlink" href="#reagent-validators-package" title="Permalink to this headline"></a></h1>
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<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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</section>
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<section id="module-reagent.validators.model_validator">
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<span id="reagent-validators-model-validator-module"></span><h2>reagent.validators.model_validator module<a class="headerlink" href="#module-reagent.validators.model_validator" title="Permalink to this headline"></a></h2>
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<dl class="py class">
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<dt class="sig sig-object py" id="reagent.validators.model_validator.ModelValidator">
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<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">reagent.validators.model_validator.</span></span><span class="sig-name descname"><span class="pre">ModelValidator</span></span><a class="headerlink" href="#reagent.validators.model_validator.ModelValidator" title="Permalink to this definition"></a></dt>
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<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
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<p>Base class for model validator. All validator should subclass from this so that
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they can be registered in the workflows.</p>
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<dl class="py attribute">
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<dt class="sig sig-object py" id="reagent.validators.model_validator.ModelValidator.REGISTRY">
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<span class="sig-name descname"><span class="pre">REGISTRY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{}</span></em><a class="headerlink" href="#reagent.validators.model_validator.ModelValidator.REGISTRY" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
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<dl class="py attribute">
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<dt class="sig sig-object py" id="reagent.validators.model_validator.ModelValidator.REGISTRY_FROZEN">
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<span class="sig-name descname"><span class="pre">REGISTRY_FROZEN</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#reagent.validators.model_validator.ModelValidator.REGISTRY_FROZEN" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
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<dl class="py attribute">
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<dt class="sig sig-object py" id="reagent.validators.model_validator.ModelValidator.REGISTRY_NAME">
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<span class="sig-name descname"><span class="pre">REGISTRY_NAME</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ModelValidator'</span></em><a class="headerlink" href="#reagent.validators.model_validator.ModelValidator.REGISTRY_NAME" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
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<dl class="py method">
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<dt class="sig sig-object py" id="reagent.validators.model_validator.ModelValidator.do_validate">
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<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">do_validate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">training_output</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.RLTrainingOutput" title="reagent.workflow.types.RLTrainingOutput"><span class="pre">reagent.workflow.types.RLTrainingOutput</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">result_history</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.RLTrainingOutput" title="reagent.workflow.types.RLTrainingOutput"><span class="pre">reagent.workflow.types.RLTrainingOutput</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_table_spec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.TableSpec" title="reagent.workflow.types.TableSpec"><span class="pre">reagent.workflow.types.TableSpec</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="reagent.core.html#reagent.core.result_registries.ValidationResult" title="reagent.core.result_registries.ValidationResult"><span class="pre">reagent.core.result_registries.ValidationResult</span></a></span></span><a class="headerlink" href="#reagent.validators.model_validator.ModelValidator.do_validate" title="Permalink to this definition"></a></dt>
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<dd><p>This method takes RLTrainingOutput so that it can extract anything it
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might need from it.</p>
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</dd></dl>
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<dl class="py method">
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<dt class="sig sig-object py" id="reagent.validators.model_validator.ModelValidator.validate">
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<span class="sig-name descname"><span class="pre">validate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">training_output</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.RLTrainingOutput" title="reagent.workflow.types.RLTrainingOutput"><span class="pre">reagent.workflow.types.RLTrainingOutput</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">result_history</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.RLTrainingOutput" title="reagent.workflow.types.RLTrainingOutput"><span class="pre">reagent.workflow.types.RLTrainingOutput</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_table_spec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.TableSpec" title="reagent.workflow.types.TableSpec"><span class="pre">reagent.workflow.types.TableSpec</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#reagent.validators.model_validator.ModelValidator.validate" title="Permalink to this definition"></a></dt>
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<dd><p>This method takes RLTrainingOutput so that it can extract anything it
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might need from it.</p>
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</dd></dl>
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</dd></dl>
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</section>
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<section id="module-reagent.validators.no_validation">
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<span id="reagent-validators-no-validation-module"></span><h2>reagent.validators.no_validation module<a class="headerlink" href="#module-reagent.validators.no_validation" title="Permalink to this headline"></a></h2>
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<dl class="py class">
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<dt class="sig sig-object py" id="reagent.validators.no_validation.NoValidation">
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<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">reagent.validators.no_validation.</span></span><span class="sig-name descname"><span class="pre">NoValidation</span></span><a class="headerlink" href="#reagent.validators.no_validation.NoValidation" title="Permalink to this definition"></a></dt>
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<dd><p>Bases: <a class="reference internal" href="#reagent.validators.model_validator.ModelValidator" title="reagent.validators.model_validator.ModelValidator"><code class="xref py py-class docutils literal notranslate"><span class="pre">reagent.validators.model_validator.ModelValidator</span></code></a></p>
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<p>This is an example of how to create a validator. This validator performs no
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validation. In your own validator, you would want to have <cite>validate()</cite> performs
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some validation.</p>
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<dl class="py method">
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<dt class="sig sig-object py" id="reagent.validators.no_validation.NoValidation.do_validate">
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<span class="sig-name descname"><span class="pre">do_validate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">training_output</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.RLTrainingOutput" title="reagent.workflow.types.RLTrainingOutput"><span class="pre">reagent.workflow.types.RLTrainingOutput</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">result_history</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.RLTrainingOutput" title="reagent.workflow.types.RLTrainingOutput"><span class="pre">reagent.workflow.types.RLTrainingOutput</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_table_spec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reagent.workflow.html#reagent.workflow.types.TableSpec" title="reagent.workflow.types.TableSpec"><span class="pre">reagent.workflow.types.TableSpec</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="reagent.core.html#reagent.core.result_types.NoValidationResults" title="reagent.core.result_types.NoValidationResults"><span class="pre">reagent.core.result_types.NoValidationResults</span></a></span></span><a class="headerlink" href="#reagent.validators.no_validation.NoValidation.do_validate" title="Permalink to this definition"></a></dt>
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<dd><p>This method takes RLTrainingOutput so that it can extract anything it
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might need from it.</p>
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</dd></dl>
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</dd></dl>
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</section>
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<section id="module-reagent.validators.union">
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<span id="reagent-validators-union-module"></span><h2>reagent.validators.union module<a class="headerlink" href="#module-reagent.validators.union" title="Permalink to this headline"></a></h2>
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<dl class="py class">
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<dt class="sig sig-object py" id="reagent.validators.union.ModelValidator__Union">
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<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">reagent.validators.union.</span></span><span class="sig-name descname"><span class="pre">ModelValidator__Union</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">NoValidation</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#reagent.validators.no_validation.NoValidation" title="reagent.validators.no_validation.NoValidation"><span class="pre">reagent.validators.no_validation.NoValidation</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#reagent.validators.union.ModelValidator__Union" title="Permalink to this definition"></a></dt>
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<dd><p>Bases: <a class="reference internal" href="reagent.core.html#reagent.core.tagged_union.TaggedUnion" title="reagent.core.tagged_union.TaggedUnion"><code class="xref py py-class docutils literal notranslate"><span class="pre">reagent.core.tagged_union.TaggedUnion</span></code></a></p>
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<dl class="py attribute">
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<dt class="sig sig-object py" id="reagent.validators.union.ModelValidator__Union.NoValidation">
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<span class="sig-name descname"><span class="pre">NoValidation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#reagent.validators.no_validation.NoValidation" title="reagent.validators.no_validation.NoValidation"><span class="pre">reagent.validators.no_validation.NoValidation</span></a><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#reagent.validators.union.ModelValidator__Union.NoValidation" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
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<dl class="py method">
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<dt class="sig sig-object py" id="reagent.validators.union.ModelValidator__Union.make_union_instance">
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<span class="sig-name descname"><span class="pre">make_union_instance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">instance_class</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#reagent.validators.union.ModelValidator__Union.make_union_instance" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
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</dd></dl>
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</section>
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<section id="module-reagent.validators">
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<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-reagent.validators" title="Permalink to this headline"></a></h2>
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