def post(self, request): serializer = ThresholdSerializer(data=request.data) if serializer.is_valid(): try: data = {} settings = get_settings(request) dataset_series_json = serializer.validated_data[ 'dataset_series_json'] threshold = serializer.validated_data['threshold'] upper_boundary = serializer.validated_data['upper_boundary'] data_series, info = get_updated_dataset_series_for_threshold_json( dataset_series_json, threshold, upper_boundary, settings) data['series'] = data_series['series'] data['info'] = info return Response(data) except Exception as e: logging.debug(e) return exception_message_response(e) else: return Response({}, status=status.HTTP_400_BAD_REQUEST)
def post(self, request, dataset_id): try: serializer = IsolationForestSerializer(context={ 'dataset_selected': dataset_id, 'request': request }, data=request.data) if serializer.is_valid(): df_from_json, df_class_from_json = get_datasets_from_json( serializer.validated_data['dataset_series_json']) try: data = {} settings = get_settings(request) data_series, info = isolation_forest_detection( df_from_json, df_class_from_json, serializer.validated_data, settings) data['series'] = data_series data['info'] = info return Response(data) except Exception as e: logging.debug(e) return exception_message_response(e) else: return Response({'form_errors': serializer.errors}, status=status.HTTP_400_BAD_REQUEST) except DataSet.DoesNotExist: messages.error(request, dataset_not_found_msg(dataset_id)) return redirect('vadetisweb:index')