code: def test_get_bias_report(self):
      bias_report = bias_detector.get_bias_report(
          first_names=first_names_mock,
          last_names=last_names_mock,
          zip_codes=zip_codes_mock,
          y_true=y_true_mock,
          y_pred=y_pred_mock,
          privileged_race="white",
      )
      bias_metrics_results = bias_report.bias_metrics_results
      assert (
          bias_metrics_results.at[
              BiasMetric.statistical_parity.name, "male"
          ].get_diff()
          == 0.053134892796120714
      )
      assert (
          bias_metrics_results.at[
              BiasMetric.predictive_equality.name, "white"
          ].get_diff()
          == 0.016030656112268837
      )
      assert (
          bias_metrics_results.at[
              BiasMetric.equal_opportunity.name, "white"
          ].get_diff()
          == -0.00666254800184618
      )
      assert (
          bias_metrics_results.at[
              BiasMetric.statistical_parity.name, "male"
          ].bias_confidence.p_value
          == 1.0503689323091784e-07
      )
      full_name = bias_detector.fuzzily_get_emails_full_names(
          emails_mock
      )
      bias_report = bias_detector.get_bias_report(
          first_names=full_name["first_name"],
          last_names=full_name["last_name"],
          y_true=y_true_mock,
          y_pred=y_pred_mock,
          privileged_race="white",
      )
      bias_metrics_results = bias_report.bias_metrics_results
      assert (
          bias_metrics_results.at[
              BiasMetric.statistical_parity.name, "male"
          ].get_diff()
          == 0.048666861482969725
      )
  
file_path: bias-detector/tests/test_BiasDetector.py
imports: import pytest
  from bias_detector.BiasDetector import *
  from .common import *
  from bias_detector.BiasMetric import BiasMetric
label_desc: Use image node_id 2 for calling the TestBiasDetector obj's underlying member method code with example usage: obj.test_get_bias_report() without return types