code: def validate_rai_dashboard_data(self, rai_widget, with_model=True):
      assert isinstance(
          rai_widget.input.dashboard_input.dataset, Dataset
      )
      assert isinstance(
          rai_widget.input.dashboard_input.modelExplanationData[0],
          ModelExplanationData,
      )
      assert isinstance(
          rai_widget.input.dashboard_input.errorAnalysisData[0],
          ErrorAnalysisData,
      )
      assert isinstance(
          rai_widget.input.dashboard_input.causalAnalysisData[0],
          CausalData,
      )
      if with_model:
          assert isinstance(
              rai_widget.input.dashboard_input.counterfactualData[0],
              CounterfactualData,
          )
  
      if len(rai_widget.input.dashboard_input.cohortData) != 0:
          assert isinstance(
              rai_widget.input.dashboard_input.cohortData[0], Cohort
          )
  
      # Make sure the dashboard input can be serialized
      json.dumps(
          rai_widget.input.dashboard_input, default=serialize_json_safe
      )
  
file_path: responsible-ai-toolbox/raiwidgets/tests/responsibleai_dashboard/test_responsibleai_dashboard.py
imports: import json
  import re
  import pytest
  from raiutils.cohort import Cohort, CohortFilter, CohortFilterMethods
  from raiutils.data_processing import serialize_json_safe
  from raiutils.exceptions import UserConfigValidationException
  from raiwidgets import ResponsibleAIDashboard
  from raiwidgets.dashboard import invalid_feature_flights_error
  from responsibleai._interfaces import CausalData, CounterfactualData, Dataset, ErrorAnalysisData, ModelExplanationData
label_desc: Use image node_id 1 for calling the TestResponsibleAIDashboard obj's underlying member method code with example usage: obj.validate_rai_dashboard_data(rai_widget, with_model) without return types