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<h1>Source code for mitre.securingai.restapi.experiment.errors</h1><div class="highlight"><pre>
<span></span><span class="c1"># This Software (Dioptra) is being made available as a public service by the</span>
<span class="c1"># National Institute of Standards and Technology (NIST), an Agency of the United</span>
<span class="c1"># States Department of Commerce. This software was developed in part by employees of</span>
<span class="c1"># NIST and in part by NIST contractors. Copyright in portions of this software that</span>
<span class="c1"># were developed by NIST contractors has been licensed or assigned to NIST. Pursuant</span>
<span class="c1"># to Title 17 United States Code Section 105, works of NIST employees are not</span>
<span class="c1"># subject to copyright protection in the United States. However, NIST may hold</span>
<span class="c1"># international copyright in software created by its employees and domestic</span>
<span class="c1"># copyright (or licensing rights) in portions of software that were assigned or</span>
<span class="c1"># licensed to NIST. To the extent that NIST holds copyright in this software, it is</span>
<span class="c1"># being made available under the Creative Commons Attribution 4.0 International</span>
<span class="c1"># license (CC BY 4.0). The disclaimers of the CC BY 4.0 license apply to all parts</span>
<span class="c1"># of the software developed or licensed by NIST.</span>
<span class="c1">#</span>
<span class="c1"># ACCESS THE FULL CC BY 4.0 LICENSE HERE:</span>
<span class="c1"># https://creativecommons.org/licenses/by/4.0/legalcode</span>
<span class="sd">"""Error handlers for the experiment endpoints."""</span>
<span class="kn">from</span> <span class="nn">flask_restx</span> <span class="kn">import</span> <span class="n">Api</span>
<div class="viewcode-block" id="ExperimentAlreadyExistsError"><a class="viewcode-back" href="../../../../../user-guide/api-reference-restapi.html#mitre.securingai.restapi.experiment.errors.ExperimentAlreadyExistsError">[docs]</a><span class="k">class</span> <span class="nc">ExperimentAlreadyExistsError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
<span class="sd">"""The experiment name already exists."""</span></div>
<div class="viewcode-block" id="ExperimentMLFlowTrackingAlreadyExistsError"><a class="viewcode-back" href="../../../../../user-guide/api-reference-restapi.html#mitre.securingai.restapi.experiment.errors.ExperimentMLFlowTrackingAlreadyExistsError">[docs]</a><span class="k">class</span> <span class="nc">ExperimentMLFlowTrackingAlreadyExistsError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
<span class="sd">"""The experiment name already exists on the MLFlow Tracking backend."""</span></div>
<div class="viewcode-block" id="ExperimentDoesNotExistError"><a class="viewcode-back" href="../../../../../user-guide/api-reference-restapi.html#mitre.securingai.restapi.experiment.errors.ExperimentDoesNotExistError">[docs]</a><span class="k">class</span> <span class="nc">ExperimentDoesNotExistError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
<span class="sd">"""The requested experiment does not exist."""</span></div>
<div class="viewcode-block" id="ExperimentMLFlowTrackingDoesNotExistError"><a class="viewcode-back" href="../../../../../user-guide/api-reference-restapi.html#mitre.securingai.restapi.experiment.errors.ExperimentMLFlowTrackingDoesNotExistError">[docs]</a><span class="k">class</span> <span class="nc">ExperimentMLFlowTrackingDoesNotExistError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
<span class="sd">"""The requested experiment is in our database but is not in MLFlow Tracking."""</span></div>
<div class="viewcode-block" id="ExperimentMLFlowTrackingRegistrationError"><a class="viewcode-back" href="../../../../../user-guide/api-reference-restapi.html#mitre.securingai.restapi.experiment.errors.ExperimentMLFlowTrackingRegistrationError">[docs]</a><span class="k">class</span> <span class="nc">ExperimentMLFlowTrackingRegistrationError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
<span class="sd">"""Experiment registration to the MLFlow Tracking backend has failed."""</span></div>
<div class="viewcode-block" id="ExperimentRegistrationError"><a class="viewcode-back" href="../../../../../user-guide/api-reference-restapi.html#mitre.securingai.restapi.experiment.errors.ExperimentRegistrationError">[docs]</a><span class="k">class</span> <span class="nc">ExperimentRegistrationError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
<span class="sd">"""The experiment registration form contains invalid parameters."""</span></div>
<span class="k">def</span> <span class="nf">register_error_handlers</span><span class="p">(</span><span class="n">api</span><span class="p">:</span> <span class="n">Api</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
<span class="nd">@api</span><span class="o">.</span><span class="n">errorhandler</span><span class="p">(</span><span class="n">ExperimentDoesNotExistError</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">handle_experiment_does_not_exist_error</span><span class="p">(</span><span class="n">error</span><span class="p">):</span>
<span class="k">return</span> <span class="p">{</span><span class="s2">"message"</span><span class="p">:</span> <span class="s2">"Not Found - The requested experiment does not exist"</span><span class="p">},</span> <span class="mi">404</span>
<span class="nd">@api</span><span class="o">.</span><span class="n">errorhandler</span><span class="p">(</span><span class="n">ExperimentAlreadyExistsError</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">handle_experiment_already_exists_error</span><span class="p">(</span><span class="n">error</span><span class="p">):</span>
<span class="k">return</span> <span class="p">(</span>
<span class="p">{</span>
<span class="s2">"message"</span><span class="p">:</span> <span class="s2">"Bad Request - The experiment name on the registration form "</span>
<span class="s2">"already exists. Please select another and resubmit."</span>
<span class="p">},</span>
<span class="mi">400</span><span class="p">,</span>
<span class="p">)</span>
<span class="nd">@api</span><span class="o">.</span><span class="n">errorhandler</span><span class="p">(</span><span class="n">ExperimentMLFlowTrackingAlreadyExistsError</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">handle_mlflow_tracking_experiment_already_exists_error</span><span class="p">(</span><span class="n">error</span><span class="p">):</span>
<span class="k">return</span> <span class="p">(</span>
<span class="p">{</span>
<span class="s2">"message"</span><span class="p">:</span> <span class="s2">"Bad Request - The experiment name on the registration form "</span>
<span class="s2">"already exists on the MLFlow Tracking backend. Please select another "</span>
<span class="s2">"and resubmit."</span>
<span class="p">},</span>
<span class="mi">400</span><span class="p">,</span>
<span class="p">)</span>
<span class="nd">@api</span><span class="o">.</span><span class="n">errorhandler</span><span class="p">(</span><span class="n">ExperimentMLFlowTrackingDoesNotExistError</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">handle_mlflow_tracking_experiment_does_not_exist_error</span><span class="p">(</span><span class="n">error</span><span class="p">):</span>
<span class="k">return</span> <span class="p">(</span>
<span class="p">{</span>
<span class="s2">"message"</span><span class="p">:</span> <span class="s2">"Bad Gateway - The requested experiment exists in "</span>
<span class="s2">"our database but cannot be found on the MLFlow Tracking backend. "</span>
<span class="s2">"If this happens more than once, please file a bug report."</span>
<span class="p">},</span>
<span class="mi">502</span><span class="p">,</span>
<span class="p">)</span>
<span class="nd">@api</span><span class="o">.</span><span class="n">errorhandler</span><span class="p">(</span><span class="n">ExperimentMLFlowTrackingRegistrationError</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">handle_mlflow_tracking_experiment_registration_error</span><span class="p">(</span><span class="n">error</span><span class="p">):</span>
<span class="k">return</span> <span class="p">(</span>
<span class="p">{</span>
<span class="s2">"message"</span><span class="p">:</span> <span class="s2">"Bad Gateway - Experiment registration to the MLFlow "</span>
<span class="s2">"Tracking backend has failed. If this happens more than once, please "</span>
<span class="s2">"file a bug report."</span>
<span class="p">},</span>
<span class="mi">502</span><span class="p">,</span>
<span class="p">)</span>
<span class="nd">@api</span><span class="o">.</span><span class="n">errorhandler</span><span class="p">(</span><span class="n">ExperimentRegistrationError</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">handle_experiment_registration_error</span><span class="p">(</span><span class="n">error</span><span class="p">):</span>
<span class="k">return</span> <span class="p">(</span>
<span class="p">{</span>
<span class="s2">"message"</span><span class="p">:</span> <span class="s2">"Bad Request - The experiment registration form contains "</span>
<span class="s2">"invalid parameters. Please verify and resubmit."</span>
<span class="p">},</span>
<span class="mi">400</span><span class="p">,</span>
<span class="p">)</span>
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