Open Bharat9280 opened 2 years ago
@Bharat9280 The error you're encountering suggests that there's a NoneType
object that doesn't have a to_json
method. This indicates that the counterfactual_obj
within the counterfactual_config
is None.
Try out these steps for debugging:-
counterfactual_config
:
check that the counterfactual_config
is properly instantiated and that counterfactual_obj
is not None.None
is coming:-
# Debugging the counterfactual configuration
for counterfactual_config in self._counterfactual_config_list:
if counterfactual_config.counterfactual_obj is None:
print(f"Counterfactual configuration {counterfactual_config} has a None counterfactual_obj.")
else:
serialized_counterfactual_data_list.append(
self._get_counterfactual(counterfactual_config)
)
This should help you identify if and why counterfactual_obj
is None.
Hope this helps, let me know, if it works
Thanks
AttributeError Traceback (most recent call last) /tmp/ipykernel_34754/2258094842.py in
----> 1 ResponsibleAIDashboard(rai_insights, cohort_list=cohort_list)
~/.conda/envs/response1/lib/python3.7/site-packages/raiwidgets/responsibleai_dashboard.py in init(self, analysis, public_ip, port, locale, cohort_list, kwargs) 33 cohort_list=None, kwargs): 34 self.input = ResponsibleAIDashboardInput( ---> 35 analysis, cohort_list=cohort_list) 36 37 super(ResponsibleAIDashboard, self).init(
~/.conda/envs/response1/lib/python3.7/site-packages/raiwidgets/responsibleai_dashboard_input.py in init(self, analysis, cohort_list) 39 model = analysis.model 40 self._is_classifier = is_classifier(model) ---> 41 self.dashboard_input = analysis.get_data() 42 43 self._validate_cohort_list(cohort_list)
~/.conda/envs/response1/lib/python3.7/site-packages/responsibleai/rai_insights/rai_insights.py in get_data(self) 497 data.errorAnalysisData = self.error_analysis.get_data() 498 data.causalAnalysisData = self.causal.get_data() --> 499 data.counterfactualData = self.counterfactual.get_data() 500 return data 501
~/.conda/envs/response1/lib/python3.7/site-packages/responsibleai/managers/counterfactual_manager.py in get_data(self) 700 for counterfactual_config in self._counterfactual_config_list: 701 serialized_counterfactual_data_list.append( --> 702 self._get_counterfactual(counterfactual_config)) 703 704 return serialized_counterfactual_data_list
~/.conda/envs/response1/lib/python3.7/site-packages/responsibleai/managers/counterfactual_manager.py in _get_counterfactual(self, counterfactual_config, counterfactual_object) 710 if counterfactual_object is None: 711 json_data = json.loads( --> 712 counterfactual_config.counterfactual_obj.to_json()) 713 else: 714 json_data = json.loads(counterfactual_object.to_json())
AttributeError: 'NoneType' object has no attribute 'to_json'