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<section id="whylogs-container-whylabs-container-package">
<h1>whylogs_container.whylabs.container package<a class="headerlink" href="#whylogs-container-whylabs-container-package" title="Permalink to this heading">#</a></h1>
<section id="subpackages">
<h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to this heading">#</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html">whylogs_container.whylabs.container.policy package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#module-whylogs_container.whylabs.container.policy.hashable_dict">whylogs_container.whylabs.container.policy.hashable_dict module</a><ul>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.hashable_dict.HashableDict"><code class="docutils literal notranslate"><span class="pre">HashableDict</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.hashable_dict.HashableDict.from_dict"><code class="docutils literal notranslate"><span class="pre">HashableDict.from_dict()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#module-whylogs_container.whylabs.container.policy.normalized_scores">whylogs_container.whylabs.container.policy.normalized_scores module</a><ul>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.check_number"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.check_number</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.check_str"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.check_str</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.get_threshold"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.get_threshold()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.high"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.high</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.low"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.low</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.max"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.max</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.medium"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.medium</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.min"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.min</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.tags"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.tags</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.SensitivitySettings.upper_threshold"><code class="docutils literal notranslate"><span class="pre">SensitivitySettings.upper_threshold</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.calculate_rule_set_score"><code class="docutils literal notranslate"><span class="pre">calculate_rule_set_score()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.find_thresholds_for_metric"><code class="docutils literal notranslate"><span class="pre">find_thresholds_for_metric()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.normalized_scores.threshold_relative_score_normalization"><code class="docutils literal notranslate"><span class="pre">threshold_relative_score_normalization()</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#module-whylogs_container.whylabs.container.policy.policy">whylogs_container.whylabs.container.policy.policy module</a><ul>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy.CachedMetricCreator"><code class="docutils literal notranslate"><span class="pre">CachedMetricCreator</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#module-whylogs_container.whylabs.container.policy.policy_0_0_1">whylogs_container.whylabs.container.policy.policy_0_0_1 module</a><ul>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ActionOptions"><code class="docutils literal notranslate"><span class="pre">ActionOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ActionOptions.block_message"><code class="docutils literal notranslate"><span class="pre">ActionOptions.block_message</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ActionOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ActionOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ActionOptions.model_config"><code class="docutils literal notranslate"><span class="pre">ActionOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ActionOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">ActionOptions.model_fields</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSet"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSet.options"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSet.to_rulesets"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSet.to_rulesets()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSetOptions"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSetOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSetOptions.behavior"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSetOptions.behavior</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSetOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSetOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSetOptions.model_config"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSetOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSetOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSetOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.BadActorsRuleSetOptions.sensitivity"><code class="docutils literal notranslate"><span class="pre">BadActorsRuleSetOptions.sensitivity</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions"><code class="docutils literal notranslate"><span class="pre">CallbackOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions.callback"><code class="docutils literal notranslate"><span class="pre">CallbackOptions.callback</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions.hashable_dicts"><code class="docutils literal notranslate"><span class="pre">CallbackOptions.hashable_dicts()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">CallbackOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions.model_config"><code class="docutils literal notranslate"><span class="pre">CallbackOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">CallbackOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions.options"><code class="docutils literal notranslate"><span class="pre">CallbackOptions.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CallbackOptions.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">CallbackOptions.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSet"><code class="docutils literal notranslate"><span class="pre">CostRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">CostRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">CostRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">CostRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSet.options"><code class="docutils literal notranslate"><span class="pre">CostRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">CostRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSet.to_rulesets"><code class="docutils literal notranslate"><span class="pre">CostRuleSet.to_rulesets()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSetOptions"><code class="docutils literal notranslate"><span class="pre">CostRuleSetOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSetOptions.behavior"><code class="docutils literal notranslate"><span class="pre">CostRuleSetOptions.behavior</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSetOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">CostRuleSetOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSetOptions.model_config"><code class="docutils literal notranslate"><span class="pre">CostRuleSetOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSetOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">CostRuleSetOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CostRuleSetOptions.sensitivity"><code class="docutils literal notranslate"><span class="pre">CostRuleSetOptions.sensitivity</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSet"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSet.options"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSet.to_rulesets"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSet.to_rulesets()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSetOptions"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSetOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSetOptions.behavior"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSetOptions.behavior</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSetOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSetOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSetOptions.model_config"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSetOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSetOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSetOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.CustomerExperienceRuleSetOptions.sensitivity"><code class="docutils literal notranslate"><span class="pre">CustomerExperienceRuleSetOptions.sensitivity</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric"><code class="docutils literal notranslate"><span class="pre">LangkitMetric</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.hashable_dicts"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.hashable_dicts()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.metric"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.metric</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.model_config"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.model_fields"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.options"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.profile"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.profile</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.to_langkit_options()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.LangkitMetric.validation"><code class="docutils literal notranslate"><span class="pre">LangkitMetric.validation</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MetaRulesetBaseModel"><code class="docutils literal notranslate"><span class="pre">MetaRulesetBaseModel</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MetaRulesetBaseModel.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">MetaRulesetBaseModel.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MetaRulesetBaseModel.model_config"><code class="docutils literal notranslate"><span class="pre">MetaRulesetBaseModel.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MetaRulesetBaseModel.model_fields"><code class="docutils literal notranslate"><span class="pre">MetaRulesetBaseModel.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MetaRulesetBaseModel.to_rulesets"><code class="docutils literal notranslate"><span class="pre">MetaRulesetBaseModel.to_rulesets()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSet"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSet.options"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSet.to_rulesets"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSet.to_rulesets()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSetOptions"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSetOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSetOptions.behavior"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSetOptions.behavior</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSetOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSetOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSetOptions.model_config"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSetOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSetOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSetOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSetOptions.sensitivity"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSetOptions.sensitivity</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.MisuseRuleSetOptions.topics"><code class="docutils literal notranslate"><span class="pre">MisuseRuleSetOptions.topics</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy"><code class="docutils literal notranslate"><span class="pre">Policy</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.actions"><code class="docutils literal notranslate"><span class="pre">Policy.actions</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.callbacks"><code class="docutils literal notranslate"><span class="pre">Policy.callbacks</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.ensure_str"><code class="docutils literal notranslate"><span class="pre">Policy.ensure_str()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.get_rulesets"><code class="docutils literal notranslate"><span class="pre">Policy.get_rulesets()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.id"><code class="docutils literal notranslate"><span class="pre">Policy.id</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.metrics"><code class="docutils literal notranslate"><span class="pre">Policy.metrics</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">Policy.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.model_config"><code class="docutils literal notranslate"><span class="pre">Policy.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.model_fields"><code class="docutils literal notranslate"><span class="pre">Policy.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.policy_version"><code class="docutils literal notranslate"><span class="pre">Policy.policy_version</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.rulesets"><code class="docutils literal notranslate"><span class="pre">Policy.rulesets</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.schema_version"><code class="docutils literal notranslate"><span class="pre">Policy.schema_version</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">Policy.to_langkit_options()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.validators"><code class="docutils literal notranslate"><span class="pre">Policy.validators</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy.whylabs_dataset_id"><code class="docutils literal notranslate"><span class="pre">Policy.whylabs_dataset_id</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptBadActorsRuleSet"><code class="docutils literal notranslate"><span class="pre">PromptBadActorsRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptBadActorsRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">PromptBadActorsRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptBadActorsRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">PromptBadActorsRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptBadActorsRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">PromptBadActorsRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptBadActorsRuleSet.options"><code class="docutils literal notranslate"><span class="pre">PromptBadActorsRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptBadActorsRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">PromptBadActorsRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptBadActorsRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">PromptBadActorsRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCostRuleSet"><code class="docutils literal notranslate"><span class="pre">PromptCostRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCostRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">PromptCostRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCostRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">PromptCostRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCostRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">PromptCostRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCostRuleSet.options"><code class="docutils literal notranslate"><span class="pre">PromptCostRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCostRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">PromptCostRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCostRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">PromptCostRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCustomerExperienceRuleSet"><code class="docutils literal notranslate"><span class="pre">PromptCustomerExperienceRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCustomerExperienceRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">PromptCustomerExperienceRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCustomerExperienceRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">PromptCustomerExperienceRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCustomerExperienceRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">PromptCustomerExperienceRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCustomerExperienceRuleSet.options"><code class="docutils literal notranslate"><span class="pre">PromptCustomerExperienceRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCustomerExperienceRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">PromptCustomerExperienceRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptCustomerExperienceRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">PromptCustomerExperienceRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptMisuseRuleSet"><code class="docutils literal notranslate"><span class="pre">PromptMisuseRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptMisuseRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">PromptMisuseRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptMisuseRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">PromptMisuseRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptMisuseRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">PromptMisuseRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptMisuseRuleSet.options"><code class="docutils literal notranslate"><span class="pre">PromptMisuseRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptMisuseRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">PromptMisuseRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptMisuseRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">PromptMisuseRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptTruthfulnessRuleSet"><code class="docutils literal notranslate"><span class="pre">PromptTruthfulnessRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptTruthfulnessRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">PromptTruthfulnessRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptTruthfulnessRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">PromptTruthfulnessRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptTruthfulnessRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">PromptTruthfulnessRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptTruthfulnessRuleSet.options"><code class="docutils literal notranslate"><span class="pre">PromptTruthfulnessRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptTruthfulnessRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">PromptTruthfulnessRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.PromptTruthfulnessRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">PromptTruthfulnessRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseBadActorsRuleSet"><code class="docutils literal notranslate"><span class="pre">ResponseBadActorsRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseBadActorsRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ResponseBadActorsRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseBadActorsRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">ResponseBadActorsRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseBadActorsRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">ResponseBadActorsRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseBadActorsRuleSet.options"><code class="docutils literal notranslate"><span class="pre">ResponseBadActorsRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseBadActorsRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">ResponseBadActorsRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseBadActorsRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">ResponseBadActorsRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCostRuleSet"><code class="docutils literal notranslate"><span class="pre">ResponseCostRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCostRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ResponseCostRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCostRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">ResponseCostRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCostRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">ResponseCostRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCostRuleSet.options"><code class="docutils literal notranslate"><span class="pre">ResponseCostRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCostRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">ResponseCostRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCostRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">ResponseCostRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCustomerExperienceRuleSet"><code class="docutils literal notranslate"><span class="pre">ResponseCustomerExperienceRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCustomerExperienceRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ResponseCustomerExperienceRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCustomerExperienceRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">ResponseCustomerExperienceRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCustomerExperienceRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">ResponseCustomerExperienceRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCustomerExperienceRuleSet.options"><code class="docutils literal notranslate"><span class="pre">ResponseCustomerExperienceRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCustomerExperienceRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">ResponseCustomerExperienceRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseCustomerExperienceRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">ResponseCustomerExperienceRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseMisuseRuleSet"><code class="docutils literal notranslate"><span class="pre">ResponseMisuseRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseMisuseRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ResponseMisuseRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseMisuseRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">ResponseMisuseRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseMisuseRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">ResponseMisuseRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseMisuseRuleSet.options"><code class="docutils literal notranslate"><span class="pre">ResponseMisuseRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseMisuseRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">ResponseMisuseRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseMisuseRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">ResponseMisuseRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseTruthfulnessRuleSet"><code class="docutils literal notranslate"><span class="pre">ResponseTruthfulnessRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseTruthfulnessRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ResponseTruthfulnessRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseTruthfulnessRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">ResponseTruthfulnessRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseTruthfulnessRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">ResponseTruthfulnessRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseTruthfulnessRuleSet.options"><code class="docutils literal notranslate"><span class="pre">ResponseTruthfulnessRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseTruthfulnessRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">ResponseTruthfulnessRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ResponseTruthfulnessRuleSet.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">ResponseTruthfulnessRuleSet.to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSet"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSet</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSet.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSet.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSet.model_config"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSet.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSet.model_fields"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSet.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSet.options"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSet.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSet.ruleset"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSet.ruleset</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSet.to_rulesets"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSet.to_rulesets()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions.behavior"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions.behavior</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions.hallucinations_enabled"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions.hallucinations_enabled</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions.model_config"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions.rag_enabled"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions.rag_enabled</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.TruthfulnessRuleSetOptions.sensitivity"><code class="docutils literal notranslate"><span class="pre">TruthfulnessRuleSetOptions.sensitivity</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions"><code class="docutils literal notranslate"><span class="pre">ValidationOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.lower_threshold"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.lower_threshold</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.lower_threshold_inclusive"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.lower_threshold_inclusive</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.model_config"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.must_be_non_none"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.must_be_non_none</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.must_be_none"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.must_be_none</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.none_of"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.none_of</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.one_of"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.one_of</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.upper_threshold"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.upper_threshold</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidationOptions.upper_threshold_inclusive"><code class="docutils literal notranslate"><span class="pre">ValidationOptions.upper_threshold_inclusive</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions.hashable_dicts"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions.hashable_dicts()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions.model_config"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions.model_fields"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions.options"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions.options</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions.to_langkit_options()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.ValidatorOptions.validator"><code class="docutils literal notranslate"><span class="pre">ValidatorOptions.validator</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.combine_langkit_options"><code class="docutils literal notranslate"><span class="pre">combine_langkit_options()</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.validator_to_langkit_options"><code class="docutils literal notranslate"><span class="pre">validator_to_langkit_options()</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#module-whylogs_container.whylabs.container.policy.ruleset">whylogs_container.whylabs.container.policy.ruleset module</a><ul>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.prompt_bad_actors"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.prompt_bad_actors()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.prompt_cost"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.prompt_cost()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.prompt_customer_experience"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.prompt_customer_experience()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.prompt_misuse"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.prompt_misuse()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.prompt_truthfulness"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.prompt_truthfulness()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.response_bad_actors"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.response_bad_actors()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.response_cost"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.response_cost()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.response_customer_experience"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.response_customer_experience()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.response_misuse"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.response_misuse()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.ruleset.RulesetLibrary.response_truthfulness"><code class="docutils literal notranslate"><span class="pre">RulesetLibrary.response_truthfulness()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#module-whylogs_container.whylabs.container.policy.scores">whylogs_container.whylabs.container.policy.scores module</a><ul>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.scores.get_score_workflow"><code class="docutils literal notranslate"><span class="pre">get_score_workflow()</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#module-whylogs_container.whylabs.container.policy">Module contents</a><ul>
<li class="toctree-l3"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy"><code class="docutils literal notranslate"><span class="pre">Policy</span></code></a><ul>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.actions"><code class="docutils literal notranslate"><span class="pre">Policy.actions</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.callbacks"><code class="docutils literal notranslate"><span class="pre">Policy.callbacks</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.ensure_str"><code class="docutils literal notranslate"><span class="pre">Policy.ensure_str()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.get_rulesets"><code class="docutils literal notranslate"><span class="pre">Policy.get_rulesets()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.id"><code class="docutils literal notranslate"><span class="pre">Policy.id</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.metrics"><code class="docutils literal notranslate"><span class="pre">Policy.metrics</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.model_computed_fields"><code class="docutils literal notranslate"><span class="pre">Policy.model_computed_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.model_config"><code class="docutils literal notranslate"><span class="pre">Policy.model_config</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.model_fields"><code class="docutils literal notranslate"><span class="pre">Policy.model_fields</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.policy_version"><code class="docutils literal notranslate"><span class="pre">Policy.policy_version</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.rulesets"><code class="docutils literal notranslate"><span class="pre">Policy.rulesets</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.schema_version"><code class="docutils literal notranslate"><span class="pre">Policy.schema_version</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.to_langkit_options"><code class="docutils literal notranslate"><span class="pre">Policy.to_langkit_options()</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.validators"><code class="docutils literal notranslate"><span class="pre">Policy.validators</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.Policy.whylabs_dataset_id"><code class="docutils literal notranslate"><span class="pre">Policy.whylabs_dataset_id</span></code></a></li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</section>
<section id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this heading">#</a></h2>
</section>
<section id="module-whylogs_container.whylabs.container.auth">
<span id="whylogs-container-whylabs-container-auth-module"></span><h2>whylogs_container.whylabs.container.auth module<a class="headerlink" href="#module-whylogs_container.whylabs.container.auth" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.auth.Auth">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.auth.</span></span><span class="sig-name descname"><span class="pre">Auth</span></span><a class="headerlink" href="#whylogs_container.whylabs.container.auth.Auth" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.auth.Auth.api_key_auth">
<span class="sig-name descname"><span class="pre">api_key_auth</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</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">Depends(APIKeyHeader)</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.auth.Auth.api_key_auth" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
</section>
<section id="module-whylogs_container.whylabs.container.config">
<span id="whylogs-container-whylabs-container-config-module"></span><h2>whylogs_container.whylabs.container.config module<a class="headerlink" href="#module-whylogs_container.whylabs.container.config" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config.</span></span><span class="sig-name descname"><span class="pre">ConfigActor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config_instance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#whylogs_container.whylabs.container.config.ConfigInstance" title="whylogs_container.whylabs.container.config.ConfigInstance"><span class="pre">ConfigInstance</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ProcessActor</span></code>[<a class="reference internal" href="#whylogs_container.whylabs.container.config.RefreshMessage" title="whylogs_container.whylabs.container.config.RefreshMessage"><code class="xref py py-class docutils literal notranslate"><span class="pre">RefreshMessage</span></code></a>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>], <a class="reference internal" href="#whylogs_container.whylabs.container.config.SynchronousConfig" title="whylogs_container.whylabs.container.config.SynchronousConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SynchronousConfig</span></code></a></p>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor.close_process">
<span class="sig-name descname"><span class="pre">close_process</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor.close_process" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor.handle_refresh_message">
<span class="sig-name descname"><span class="pre">handle_refresh_message</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">messages</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#whylogs_container.whylabs.container.config.RefreshMessage" title="whylogs_container.whylabs.container.config.RefreshMessage"><span class="pre">RefreshMessage</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor.handle_refresh_message" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor.is_process_alive">
<span class="sig-name descname"><span class="pre">is_process_alive</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor.is_process_alive" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor.process_batch">
<span class="sig-name descname"><span class="pre">process_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_type</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor.process_batch" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor.process_close_message">
<span class="sig-name descname"><span class="pre">process_close_message</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">_messages</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">CloseMessage</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor.process_close_message" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor.run">
<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor.run" title="Permalink to this definition">#</a></dt>
<dd><p>Method to be run in sub-process; can be overridden in sub-class</p>
</dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigActor.start_process">
<span class="sig-name descname"><span class="pre">start_process</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pre_warm</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigActor.start_process" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigInstance">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config.</span></span><span class="sig-name descname"><span class="pre">ConfigInstance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#whylogs_container.whylabs.container.config.ConfigState" title="whylogs_container.whylabs.container.config.ConfigState"><span class="pre">whylogs_container.whylabs.container.config.ConfigState</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigInstance" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigInstance.config">
<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#whylogs_container.whylabs.container.config.ConfigState" title="whylogs_container.whylabs.container.config.ConfigState"><span class="pre">ConfigState</span></a></em><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigInstance.config" title="Permalink to this definition">#</a></dt>
<dd><p>The current configuration state. This can only be updated by the ConfigActor in order
to handle concurrency properly with multiple processes.</p>
</dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigManager">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config.</span></span><span class="sig-name descname"><span class="pre">ConfigManager</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">authkey</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'pickle'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ctx</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="#whylogs_container.whylabs.container.config.ConfigManager" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseManager</span></code></p>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigManager.ConfigInstance">
<span class="sig-name descname"><span class="pre">ConfigInstance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwds</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigManager.ConfigInstance" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigProxy">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config.</span></span><span class="sig-name descname"><span class="pre">ConfigProxy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serializer</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">manager</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">authkey</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exposed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">incref</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">manager_owned</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigProxy" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">NamespaceProxy</span></code></p>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config.</span></span><span class="sig-name descname"><span class="pre">ConfigState</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">local_policies:</span> <span class="pre">Tuple[whylogs_container.whylabs.container.policy.policy_0_0_1.Policy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">...]</span> <span class="pre">=</span> <span class="pre"><factory></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">s3_policies:</span> <span class="pre">Tuple[whylogs_container.whylabs.container.policy.policy_0_0_1.Policy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">...]</span> <span class="pre">=</span> <span class="pre"><factory></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">whylabs_policies:</span> <span class="pre">Tuple[whylogs_container.whylabs.container.policy.policy_0_0_1.Policy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">...]</span> <span class="pre">=</span> <span class="pre"><factory></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">create_time:</span> <span class="pre">datetime.datetime</span> <span class="pre">=</span> <span class="pre"><factory></span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.create_time">
<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.create_time" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_container_config">
<span class="sig-name descname"><span class="pre">get_container_config</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">ContainerConfiguration</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_container_config" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_dataset_options">
<span class="sig-name descname"><span class="pre">get_dataset_options</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">DatasetOptions</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_dataset_options" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_default_langkit_workflow">
<span class="sig-name descname"><span class="pre">get_default_langkit_workflow</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Workflow</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_default_langkit_workflow" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_default_whylogs_schema">
<span class="sig-name descname"><span class="pre">get_default_whylogs_schema</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">DatasetOptions</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_default_whylogs_schema" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_langkit_options">
<span class="sig-name descname"><span class="pre">get_langkit_options</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Workflow</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_langkit_options" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_langkit_score_workflow">
<span class="sig-name descname"><span class="pre">get_langkit_score_workflow</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Workflow</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_langkit_score_workflow" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_langkit_workflow">
<span class="sig-name descname"><span class="pre">get_langkit_workflow</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Workflow</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_langkit_workflow" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_policies">
<span class="sig-name descname"><span class="pre">get_policies</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy" title="whylogs_container.whylabs.container.policy.policy_0_0_1.Policy"><span class="pre">Policy</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_policies" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_policy">
<span class="sig-name descname"><span class="pre">get_policy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</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="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy" title="whylogs_container.whylabs.container.policy.policy_0_0_1.Policy"><span class="pre">Policy</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_policy" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.get_policy_langkit_options">
<span class="sig-name descname"><span class="pre">get_policy_langkit_options</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Mapping</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">LangkitOptions</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.get_policy_langkit_options" title="Permalink to this definition">#</a></dt>
<dd><p>Returns the langkit options derived from all of the known policy files, as though
they were originally defined in the custom configuration.</p>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.local_policies">
<span class="sig-name descname"><span class="pre">local_policies</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy" title="whylogs_container.whylabs.container.policy.policy_0_0_1.Policy"><span class="pre">Policy</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.local_policies" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.s3_policies">
<span class="sig-name descname"><span class="pre">s3_policies</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy" title="whylogs_container.whylabs.container.policy.policy_0_0_1.Policy"><span class="pre">Policy</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.s3_policies" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.ConfigState.whylabs_policies">
<span class="sig-name descname"><span class="pre">whylabs_policies</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy" title="whylogs_container.whylabs.container.policy.policy_0_0_1.Policy"><span class="pre">Policy</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#whylogs_container.whylabs.container.config.ConfigState.whylabs_policies" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.RefreshMessage">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config.</span></span><span class="sig-name descname"><span class="pre">RefreshMessage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id:</span> <span class="pre">str</span> <span class="pre">=</span> <span class="pre"><factory></span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.config.RefreshMessage" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.RefreshMessage.id">
<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.config.RefreshMessage.id" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.SynchronousConfig">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config.</span></span><span class="sig-name descname"><span class="pre">SynchronousConfig</span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.SynchronousConfig" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.SynchronousConfig.close_process">
<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close_process</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.SynchronousConfig.close_process" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.SynchronousConfig.is_process_alive">
<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">is_process_alive</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.SynchronousConfig.is_process_alive" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.SynchronousConfig.refresh">
<span class="sig-name descname"><span class="pre">refresh</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.SynchronousConfig.refresh" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config.SynchronousConfig.start_process">
<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">start_process</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pre_warm</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config.SynchronousConfig.start_process" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
</section>
<section id="module-whylogs_container.whylabs.container.config_test">
<span id="whylogs-container-whylabs-container-config-test-module"></span><h2>whylogs_container.whylabs.container.config_test module<a class="headerlink" href="#module-whylogs_container.whylabs.container.config_test" title="Permalink to this heading">#</a></h2>
<dl class="py function">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.config_test.test_indexing_into_toolkit">
<span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.config_test.</span></span><span class="sig-name descname"><span class="pre">test_indexing_into_toolkit</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.config_test.test_indexing_into_toolkit" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</section>
<section id="module-whylogs_container.whylabs.container.file_read_utils">
<span id="whylogs-container-whylabs-container-file-read-utils-module"></span><h2>whylogs_container.whylabs.container.file_read_utils module<a class="headerlink" href="#module-whylogs_container.whylabs.container.file_read_utils" title="Permalink to this heading">#</a></h2>
<dl class="py function">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.file_read_utils.load_policy_from_str">
<span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.file_read_utils.</span></span><span class="sig-name descname"><span class="pre">load_policy_from_str</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</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="whylogs_container.whylabs.container.policy.html#whylogs_container.whylabs.container.policy.policy_0_0_1.Policy" title="whylogs_container.whylabs.container.policy.policy_0_0_1.Policy"><span class="pre">Policy</span></a></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.file_read_utils.load_policy_from_str" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</section>
<section id="module-whylogs_container.whylabs.container.lazy">
<span id="whylogs-container-whylabs-container-lazy-module"></span><h2>whylogs_container.whylabs.container.lazy module<a class="headerlink" href="#module-whylogs_container.whylabs.container.lazy" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.lazy.LazyInit">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.lazy.</span></span><span class="sig-name descname"><span class="pre">LazyInit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">init</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">T</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.lazy.LazyInit" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Generic</span></code>[<code class="xref py py-obj docutils literal notranslate"><span class="pre">T</span></code>]</p>
<dl class="py property">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.lazy.LazyInit.value">
<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">T</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.lazy.LazyInit.value" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
</section>
<section id="module-whylogs_container.whylabs.container.otel">
<span id="whylogs-container-whylabs-container-otel-module"></span><h2>whylogs_container.whylabs.container.otel module<a class="headerlink" href="#module-whylogs_container.whylabs.container.otel" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.otel.</span></span><span class="sig-name descname"><span class="pre">AttributePrefix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>An enumeration.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.DatasetId">
<span class="sig-name descname"><span class="pre">DatasetId</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'whylabs.dataset_id'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.DatasetId" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.Metric">
<span class="sig-name descname"><span class="pre">Metric</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'whylabs.secure.metrics'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.Metric" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.MetricLatency">
<span class="sig-name descname"><span class="pre">MetricLatency</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'whylabs.secure.latency'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.MetricLatency" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.Policy">
<span class="sig-name descname"><span class="pre">Policy</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'whylabs.secure.policy'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.Policy" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.Score">
<span class="sig-name descname"><span class="pre">Score</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'whylabs.secure.score'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.Score" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.Tag">
<span class="sig-name descname"><span class="pre">Tag</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'langkit.insights.tags'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.Tag" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.Version">
<span class="sig-name descname"><span class="pre">Version</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'guardrails_container.version'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.Version" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.AttributePrefix.WorkflowAction">
<span class="sig-name descname"><span class="pre">WorkflowAction</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'whylabs.secure.action'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.otel.AttributePrefix.WorkflowAction" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.FilteringBulkProcessor">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.otel.</span></span><span class="sig-name descname"><span class="pre">FilteringBulkProcessor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">span_exporter</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">SpanExporter</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_queue_size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">schedule_delay_millis</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">max_export_batch_size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">export_timeout_millis</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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="#whylogs_container.whylabs.container.otel.FilteringBulkProcessor" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BatchSpanProcessor</span></code></p>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.FilteringBulkProcessor.on_end">
<span class="sig-name descname"><span class="pre">on_end</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">span</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">ReadableSpan</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.otel.FilteringBulkProcessor.on_end" title="Permalink to this definition">#</a></dt>
<dd><p>Called when a <code class="xref py py-class docutils literal notranslate"><span class="pre">opentelemetry.trace.Span</span></code> is ended.</p>
<p>This method is called synchronously on the thread that ends the
span, therefore it should not block or throw an exception.</p>
<dl class="simple">
<dt>Args:</dt><dd><p>span: The <code class="xref py py-class docutils literal notranslate"><span class="pre">opentelemetry.trace.Span</span></code> that just ended.</p>
</dd>
</dl>
</dd></dl>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.get_current_carrier">
<span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.otel.</span></span><span class="sig-name descname"><span class="pre">get_current_carrier</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.otel.get_current_carrier" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.get_tracer">
<span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.otel.</span></span><span class="sig-name descname"><span class="pre">get_tracer</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Tracer</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.otel.get_tracer" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.init_otel">
<span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.otel.</span></span><span class="sig-name descname"><span class="pre">init_otel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">app</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">FastAPI</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.otel.init_otel" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.otel.trace_langkit_result">
<span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.otel.</span></span><span class="sig-name descname"><span class="pre">trace_langkit_result</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">result</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">WorkflowResult</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">score_result</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">WorkflowResult</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#whylogs_container.whylabs.container.config.ConfigInstance" title="whylogs_container.whylabs.container.config.ConfigInstance"><span class="pre">ConfigInstance</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_time_ns</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_time_ns</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">carrier</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.otel.trace_langkit_result" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</section>
<section id="module-whylogs_container.whylabs.container.policy_downloader">
<span id="whylogs-container-whylabs-container-policy-downloader-module"></span><h2>whylogs_container.whylabs.container.policy_downloader module<a class="headerlink" href="#module-whylogs_container.whylabs.container.policy_downloader" title="Permalink to this heading">#</a></h2>
<dl class="py function">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.policy_downloader.download_policy">
<span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.policy_downloader.</span></span><span class="sig-name descname"><span class="pre">download_policy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.policy_downloader.download_policy" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</section>
<section id="module-whylogs_container.whylabs.container.requests">
<span id="whylogs-container-whylabs-container-requests-module"></span><h2>whylogs_container.whylabs.container.requests module<a class="headerlink" href="#module-whylogs_container.whylabs.container.requests" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.DebugLLMValidateRequest">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.requests.</span></span><span class="sig-name descname"><span class="pre">DebugLLMValidateRequest</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prompt</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">response</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">InputContext</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">datasetId</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timestamp</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</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">additional_data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</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">options</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">RunOptions</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">policy</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.requests.DebugLLMValidateRequest" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest" title="whylogs_container.whylabs.container.requests.LLMValidateRequest"><code class="xref py py-class docutils literal notranslate"><span class="pre">LLMValidateRequest</span></code></a></p>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.model_computed_fields">
<span class="sig-name descname"><span class="pre">model_computed_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">ComputedFieldInfo</span><span class="p"><span class="pre">]</span></span><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">{}</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.model_computed_fields" title="Permalink to this definition">#</a></dt>
<dd><p>A dictionary of computed field names and their corresponding <cite>ComputedFieldInfo</cite> objects.</p>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.model_config">
<span class="sig-name descname"><span class="pre">model_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar</span><span class="p"><span class="pre">[</span></span><span class="pre">ConfigDict</span><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">{'extra':</span> <span class="pre">'forbid',</span> <span class="pre">'frozen':</span> <span class="pre">True,</span> <span class="pre">'populate_by_name':</span> <span class="pre">True}</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.model_config" title="Permalink to this definition">#</a></dt>
<dd><p>Configuration for the model, should be a dictionary conforming to [<cite>ConfigDict</cite>][pydantic.config.ConfigDict].</p>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.model_fields">
<span class="sig-name descname"><span class="pre">model_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">FieldInfo</span><span class="p"><span class="pre">]</span></span><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">{'additional_data':</span> <span class="pre">FieldInfo(annotation=Dict[str,</span> <span class="pre">Union[str,</span> <span class="pre">int,</span> <span class="pre">float]],</span> <span class="pre">required=False,</span> <span class="pre">default_factory=<lambda>),</span> <span class="pre">'context':</span> <span class="pre">FieldInfo(annotation=Union[InputContext,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'dataset_id':</span> <span class="pre">FieldInfo(annotation=str,</span> <span class="pre">required=True,</span> <span class="pre">alias='datasetId',</span> <span class="pre">alias_priority=2),</span> <span class="pre">'id':</span> <span class="pre">FieldInfo(annotation=Union[str,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'options':</span> <span class="pre">FieldInfo(annotation=Union[RunOptions,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'policy':</span> <span class="pre">FieldInfo(annotation=str,</span> <span class="pre">required=True),</span> <span class="pre">'prompt':</span> <span class="pre">FieldInfo(annotation=Union[str,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'response':</span> <span class="pre">FieldInfo(annotation=Union[str,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'timestamp':</span> <span class="pre">FieldInfo(annotation=int,</span> <span class="pre">required=False,</span> <span class="pre">default_factory=<lambda>)}</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.model_fields" title="Permalink to this definition">#</a></dt>
<dd><p>Metadata about the fields defined on the model,
mapping of field names to [<cite>FieldInfo</cite>][pydantic.fields.FieldInfo].</p>
<p>This replaces <cite>Model.__fields__</cite> from Pydantic V1.</p>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.policy">
<span class="sig-name descname"><span class="pre">policy</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.DebugLLMValidateRequest.policy" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.Endpoints">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.requests.</span></span><span class="sig-name descname"><span class="pre">Endpoints</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#whylogs_container.whylabs.container.requests.Endpoints" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>An enumeration.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.Endpoints.DebugEvaluate">
<span class="sig-name descname"><span class="pre">DebugEvaluate</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'/debug/evaluate'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.Endpoints.DebugEvaluate" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.Endpoints.Evaluate">
<span class="sig-name descname"><span class="pre">Evaluate</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'/evaluate'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.Endpoints.Evaluate" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.Endpoints.LogLLM">
<span class="sig-name descname"><span class="pre">LogLLM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'/log/llm'</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.Endpoints.LogLLM" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs_container.whylabs.container.requests.</span></span><span class="sig-name descname"><span class="pre">LLMValidateRequest</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prompt</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">response</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">InputContext</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">datasetId</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timestamp</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</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">additional_data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</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">options</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">RunOptions</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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="#whylogs_container.whylabs.container.requests.LLMValidateRequest" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.additional_data">
<span class="sig-name descname"><span class="pre">additional_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.additional_data" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.context">
<span class="sig-name descname"><span class="pre">context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">InputContext</span><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="#whylogs_container.whylabs.container.requests.LLMValidateRequest.context" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.dataset_id">
<span class="sig-name descname"><span class="pre">dataset_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.dataset_id" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.id">
<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><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="#whylogs_container.whylabs.container.requests.LLMValidateRequest.id" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.model_computed_fields">
<span class="sig-name descname"><span class="pre">model_computed_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">ComputedFieldInfo</span><span class="p"><span class="pre">]</span></span><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">{}</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.model_computed_fields" title="Permalink to this definition">#</a></dt>
<dd><p>A dictionary of computed field names and their corresponding <cite>ComputedFieldInfo</cite> objects.</p>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.model_config">
<span class="sig-name descname"><span class="pre">model_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar</span><span class="p"><span class="pre">[</span></span><span class="pre">ConfigDict</span><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">{'extra':</span> <span class="pre">'forbid',</span> <span class="pre">'frozen':</span> <span class="pre">True,</span> <span class="pre">'populate_by_name':</span> <span class="pre">True}</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.model_config" title="Permalink to this definition">#</a></dt>
<dd><p>Configuration for the model, should be a dictionary conforming to [<cite>ConfigDict</cite>][pydantic.config.ConfigDict].</p>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.model_fields">
<span class="sig-name descname"><span class="pre">model_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">ClassVar</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">FieldInfo</span><span class="p"><span class="pre">]</span></span><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">{'additional_data':</span> <span class="pre">FieldInfo(annotation=Dict[str,</span> <span class="pre">Union[str,</span> <span class="pre">int,</span> <span class="pre">float]],</span> <span class="pre">required=False,</span> <span class="pre">default_factory=<lambda>),</span> <span class="pre">'context':</span> <span class="pre">FieldInfo(annotation=Union[InputContext,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'dataset_id':</span> <span class="pre">FieldInfo(annotation=str,</span> <span class="pre">required=True,</span> <span class="pre">alias='datasetId',</span> <span class="pre">alias_priority=2),</span> <span class="pre">'id':</span> <span class="pre">FieldInfo(annotation=Union[str,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'options':</span> <span class="pre">FieldInfo(annotation=Union[RunOptions,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'prompt':</span> <span class="pre">FieldInfo(annotation=Union[str,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'response':</span> <span class="pre">FieldInfo(annotation=Union[str,</span> <span class="pre">NoneType],</span> <span class="pre">required=False),</span> <span class="pre">'timestamp':</span> <span class="pre">FieldInfo(annotation=int,</span> <span class="pre">required=False,</span> <span class="pre">default_factory=<lambda>)}</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.model_fields" title="Permalink to this definition">#</a></dt>
<dd><p>Metadata about the fields defined on the model,
mapping of field names to [<cite>FieldInfo</cite>][pydantic.fields.FieldInfo].</p>
<p>This replaces <cite>Model.__fields__</cite> from Pydantic V1.</p>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.options">
<span class="sig-name descname"><span class="pre">options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">RunOptions</span><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="#whylogs_container.whylabs.container.requests.LLMValidateRequest.options" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.prompt">
<span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><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="#whylogs_container.whylabs.container.requests.LLMValidateRequest.prompt" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.response">
<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><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="#whylogs_container.whylabs.container.requests.LLMValidateRequest.response" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.timestamp">
<span class="sig-name descname"><span class="pre">timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.timestamp" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.to_data_dict">
<span class="sig-name descname"><span class="pre">to_data_dict</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">DataDict</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.to_data_dict" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.to_dataframe">
<span class="sig-name descname"><span class="pre">to_dataframe</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.to_dataframe" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="whylogs_container.whylabs.container.requests.LLMValidateRequest.to_row">
<span class="sig-name descname"><span class="pre">to_row</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">InputContext</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#whylogs_container.whylabs.container.requests.LLMValidateRequest.to_row" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>