Copyright | (c) 2013-2023 Brendan Hay |
---|---|
License | Mozilla Public License, v. 2.0. |
Maintainer | Brendan Hay |
Stability | auto-generated |
Portability | non-portable (GHC extensions) |
Safe Haskell | Safe-Inferred |
Language | Haskell2010 |
- Operations
- BatchCreateVariable
- BatchGetVariable
- CancelBatchImportJob
- CancelBatchPredictionJob
- CreateBatchImportJob
- CreateBatchPredictionJob
- CreateDetectorVersion
- CreateModel
- CreateModelVersion
- CreateRule
- CreateVariable
- DeleteBatchImportJob
- DeleteBatchPredictionJob
- DeleteDetector
- DeleteDetectorVersion
- DeleteEntityType
- DeleteEvent
- DeleteEventType
- DeleteEventsByEventType
- DeleteExternalModel
- DeleteLabel
- DeleteModel
- DeleteModelVersion
- DeleteOutcome
- DeleteRule
- DeleteVariable
- DescribeDetector
- DescribeModelVersions
- GetBatchImportJobs
- GetBatchPredictionJobs
- GetDeleteEventsByEventTypeStatus
- GetDetectorVersion
- GetDetectors
- GetEntityTypes
- GetEvent
- GetEventPrediction
- GetEventPredictionMetadata
- GetEventTypes
- GetExternalModels
- GetKMSEncryptionKey
- GetLabels
- GetModelVersion
- GetModels
- GetOutcomes
- GetRules
- GetVariables
- ListEventPredictions
- ListTagsForResource
- PutDetector
- PutEntityType
- PutEventType
- PutExternalModel
- PutKMSEncryptionKey
- PutLabel
- PutOutcome
- SendEvent
- TagResource
- UntagResource
- UpdateDetectorVersion
- UpdateDetectorVersionMetadata
- UpdateDetectorVersionStatus
- UpdateEventLabel
- UpdateModel
- UpdateModelVersion
- UpdateModelVersionStatus
- UpdateRuleMetadata
- UpdateRuleVersion
- UpdateVariable
- Types
- ATIMetricDataPoint
- ATIModelPerformance
- ATITrainingMetricsValue
- AggregatedLogOddsMetric
- AggregatedVariablesImpactExplanation
- AggregatedVariablesImportanceMetrics
- BatchCreateVariableError
- BatchGetVariableError
- BatchImport
- BatchPrediction
- DataValidationMetrics
- Detector
- DetectorVersionSummary
- Entity
- EntityType
- EvaluatedExternalModel
- EvaluatedModelVersion
- EvaluatedRule
- Event
- EventPredictionSummary
- EventType
- EventVariableSummary
- ExternalEventsDetail
- ExternalModel
- ExternalModelOutputs
- ExternalModelSummary
- FieldValidationMessage
- FileValidationMessage
- FilterCondition
- IngestedEventStatistics
- IngestedEventsDetail
- IngestedEventsTimeWindow
- KMSKey
- Label
- LabelSchema
- LogOddsMetric
- MetricDataPoint
- Model
- ModelEndpointDataBlob
- ModelInputConfiguration
- ModelOutputConfiguration
- ModelScores
- ModelVersion
- ModelVersionDetail
- ModelVersionEvaluation
- OFIMetricDataPoint
- OFIModelPerformance
- OFITrainingMetricsValue
- Outcome
- PredictionExplanations
- PredictionTimeRange
- Rule
- RuleDetail
- RuleResult
- TFIMetricDataPoint
- TFIModelPerformance
- TFITrainingMetricsValue
- Tag
- TrainingDataSchema
- TrainingMetrics
- TrainingMetricsV2
- TrainingResult
- TrainingResultV2
- Variable
- VariableEntry
- VariableImpactExplanation
- VariableImportanceMetrics
Synopsis
- batchCreateVariable_tags :: Lens' BatchCreateVariable (Maybe [Tag])
- batchCreateVariable_variableEntries :: Lens' BatchCreateVariable (NonEmpty VariableEntry)
- batchCreateVariableResponse_errors :: Lens' BatchCreateVariableResponse (Maybe [BatchCreateVariableError])
- batchCreateVariableResponse_httpStatus :: Lens' BatchCreateVariableResponse Int
- batchGetVariable_names :: Lens' BatchGetVariable (NonEmpty Text)
- batchGetVariableResponse_errors :: Lens' BatchGetVariableResponse (Maybe [BatchGetVariableError])
- batchGetVariableResponse_variables :: Lens' BatchGetVariableResponse (Maybe [Variable])
- batchGetVariableResponse_httpStatus :: Lens' BatchGetVariableResponse Int
- cancelBatchImportJob_jobId :: Lens' CancelBatchImportJob Text
- cancelBatchImportJobResponse_httpStatus :: Lens' CancelBatchImportJobResponse Int
- cancelBatchPredictionJob_jobId :: Lens' CancelBatchPredictionJob Text
- cancelBatchPredictionJobResponse_httpStatus :: Lens' CancelBatchPredictionJobResponse Int
- createBatchImportJob_tags :: Lens' CreateBatchImportJob (Maybe [Tag])
- createBatchImportJob_jobId :: Lens' CreateBatchImportJob Text
- createBatchImportJob_inputPath :: Lens' CreateBatchImportJob Text
- createBatchImportJob_outputPath :: Lens' CreateBatchImportJob Text
- createBatchImportJob_eventTypeName :: Lens' CreateBatchImportJob Text
- createBatchImportJob_iamRoleArn :: Lens' CreateBatchImportJob Text
- createBatchImportJobResponse_httpStatus :: Lens' CreateBatchImportJobResponse Int
- createBatchPredictionJob_detectorVersion :: Lens' CreateBatchPredictionJob (Maybe Text)
- createBatchPredictionJob_tags :: Lens' CreateBatchPredictionJob (Maybe [Tag])
- createBatchPredictionJob_jobId :: Lens' CreateBatchPredictionJob Text
- createBatchPredictionJob_inputPath :: Lens' CreateBatchPredictionJob Text
- createBatchPredictionJob_outputPath :: Lens' CreateBatchPredictionJob Text
- createBatchPredictionJob_eventTypeName :: Lens' CreateBatchPredictionJob Text
- createBatchPredictionJob_detectorName :: Lens' CreateBatchPredictionJob Text
- createBatchPredictionJob_iamRoleArn :: Lens' CreateBatchPredictionJob Text
- createBatchPredictionJobResponse_httpStatus :: Lens' CreateBatchPredictionJobResponse Int
- createDetectorVersion_description :: Lens' CreateDetectorVersion (Maybe Text)
- createDetectorVersion_externalModelEndpoints :: Lens' CreateDetectorVersion (Maybe [Text])
- createDetectorVersion_modelVersions :: Lens' CreateDetectorVersion (Maybe [ModelVersion])
- createDetectorVersion_ruleExecutionMode :: Lens' CreateDetectorVersion (Maybe RuleExecutionMode)
- createDetectorVersion_tags :: Lens' CreateDetectorVersion (Maybe [Tag])
- createDetectorVersion_detectorId :: Lens' CreateDetectorVersion Text
- createDetectorVersion_rules :: Lens' CreateDetectorVersion [Rule]
- createDetectorVersionResponse_detectorId :: Lens' CreateDetectorVersionResponse (Maybe Text)
- createDetectorVersionResponse_detectorVersionId :: Lens' CreateDetectorVersionResponse (Maybe Text)
- createDetectorVersionResponse_status :: Lens' CreateDetectorVersionResponse (Maybe DetectorVersionStatus)
- createDetectorVersionResponse_httpStatus :: Lens' CreateDetectorVersionResponse Int
- createModel_description :: Lens' CreateModel (Maybe Text)
- createModel_tags :: Lens' CreateModel (Maybe [Tag])
- createModel_modelId :: Lens' CreateModel Text
- createModel_modelType :: Lens' CreateModel ModelTypeEnum
- createModel_eventTypeName :: Lens' CreateModel Text
- createModelResponse_httpStatus :: Lens' CreateModelResponse Int
- createModelVersion_externalEventsDetail :: Lens' CreateModelVersion (Maybe ExternalEventsDetail)
- createModelVersion_ingestedEventsDetail :: Lens' CreateModelVersion (Maybe IngestedEventsDetail)
- createModelVersion_tags :: Lens' CreateModelVersion (Maybe [Tag])
- createModelVersion_modelId :: Lens' CreateModelVersion Text
- createModelVersion_modelType :: Lens' CreateModelVersion ModelTypeEnum
- createModelVersion_trainingDataSource :: Lens' CreateModelVersion TrainingDataSourceEnum
- createModelVersion_trainingDataSchema :: Lens' CreateModelVersion TrainingDataSchema
- createModelVersionResponse_modelId :: Lens' CreateModelVersionResponse (Maybe Text)
- createModelVersionResponse_modelType :: Lens' CreateModelVersionResponse (Maybe ModelTypeEnum)
- createModelVersionResponse_modelVersionNumber :: Lens' CreateModelVersionResponse (Maybe Text)
- createModelVersionResponse_status :: Lens' CreateModelVersionResponse (Maybe Text)
- createModelVersionResponse_httpStatus :: Lens' CreateModelVersionResponse Int
- createRule_description :: Lens' CreateRule (Maybe Text)
- createRule_tags :: Lens' CreateRule (Maybe [Tag])
- createRule_ruleId :: Lens' CreateRule Text
- createRule_detectorId :: Lens' CreateRule Text
- createRule_expression :: Lens' CreateRule Text
- createRule_language :: Lens' CreateRule Language
- createRule_outcomes :: Lens' CreateRule (NonEmpty Text)
- createRuleResponse_rule :: Lens' CreateRuleResponse (Maybe Rule)
- createRuleResponse_httpStatus :: Lens' CreateRuleResponse Int
- createVariable_description :: Lens' CreateVariable (Maybe Text)
- createVariable_tags :: Lens' CreateVariable (Maybe [Tag])
- createVariable_variableType :: Lens' CreateVariable (Maybe Text)
- createVariable_name :: Lens' CreateVariable Text
- createVariable_dataType :: Lens' CreateVariable DataType
- createVariable_dataSource :: Lens' CreateVariable DataSource
- createVariable_defaultValue :: Lens' CreateVariable Text
- createVariableResponse_httpStatus :: Lens' CreateVariableResponse Int
- deleteBatchImportJob_jobId :: Lens' DeleteBatchImportJob Text
- deleteBatchImportJobResponse_httpStatus :: Lens' DeleteBatchImportJobResponse Int
- deleteBatchPredictionJob_jobId :: Lens' DeleteBatchPredictionJob Text
- deleteBatchPredictionJobResponse_httpStatus :: Lens' DeleteBatchPredictionJobResponse Int
- deleteDetector_detectorId :: Lens' DeleteDetector Text
- deleteDetectorResponse_httpStatus :: Lens' DeleteDetectorResponse Int
- deleteDetectorVersion_detectorId :: Lens' DeleteDetectorVersion Text
- deleteDetectorVersion_detectorVersionId :: Lens' DeleteDetectorVersion Text
- deleteDetectorVersionResponse_httpStatus :: Lens' DeleteDetectorVersionResponse Int
- deleteEntityType_name :: Lens' DeleteEntityType Text
- deleteEntityTypeResponse_httpStatus :: Lens' DeleteEntityTypeResponse Int
- deleteEvent_deleteAuditHistory :: Lens' DeleteEvent (Maybe Bool)
- deleteEvent_eventId :: Lens' DeleteEvent Text
- deleteEvent_eventTypeName :: Lens' DeleteEvent Text
- deleteEventResponse_httpStatus :: Lens' DeleteEventResponse Int
- deleteEventType_name :: Lens' DeleteEventType Text
- deleteEventTypeResponse_httpStatus :: Lens' DeleteEventTypeResponse Int
- deleteEventsByEventType_eventTypeName :: Lens' DeleteEventsByEventType Text
- deleteEventsByEventTypeResponse_eventTypeName :: Lens' DeleteEventsByEventTypeResponse (Maybe Text)
- deleteEventsByEventTypeResponse_eventsDeletionStatus :: Lens' DeleteEventsByEventTypeResponse (Maybe Text)
- deleteEventsByEventTypeResponse_httpStatus :: Lens' DeleteEventsByEventTypeResponse Int
- deleteExternalModel_modelEndpoint :: Lens' DeleteExternalModel Text
- deleteExternalModelResponse_httpStatus :: Lens' DeleteExternalModelResponse Int
- deleteLabel_name :: Lens' DeleteLabel Text
- deleteLabelResponse_httpStatus :: Lens' DeleteLabelResponse Int
- deleteModel_modelId :: Lens' DeleteModel Text
- deleteModel_modelType :: Lens' DeleteModel ModelTypeEnum
- deleteModelResponse_httpStatus :: Lens' DeleteModelResponse Int
- deleteModelVersion_modelId :: Lens' DeleteModelVersion Text
- deleteModelVersion_modelType :: Lens' DeleteModelVersion ModelTypeEnum
- deleteModelVersion_modelVersionNumber :: Lens' DeleteModelVersion Text
- deleteModelVersionResponse_httpStatus :: Lens' DeleteModelVersionResponse Int
- deleteOutcome_name :: Lens' DeleteOutcome Text
- deleteOutcomeResponse_httpStatus :: Lens' DeleteOutcomeResponse Int
- deleteRule_rule :: Lens' DeleteRule Rule
- deleteRuleResponse_httpStatus :: Lens' DeleteRuleResponse Int
- deleteVariable_name :: Lens' DeleteVariable Text
- deleteVariableResponse_httpStatus :: Lens' DeleteVariableResponse Int
- describeDetector_maxResults :: Lens' DescribeDetector (Maybe Natural)
- describeDetector_nextToken :: Lens' DescribeDetector (Maybe Text)
- describeDetector_detectorId :: Lens' DescribeDetector Text
- describeDetectorResponse_arn :: Lens' DescribeDetectorResponse (Maybe Text)
- describeDetectorResponse_detectorId :: Lens' DescribeDetectorResponse (Maybe Text)
- describeDetectorResponse_detectorVersionSummaries :: Lens' DescribeDetectorResponse (Maybe [DetectorVersionSummary])
- describeDetectorResponse_nextToken :: Lens' DescribeDetectorResponse (Maybe Text)
- describeDetectorResponse_httpStatus :: Lens' DescribeDetectorResponse Int
- describeModelVersions_maxResults :: Lens' DescribeModelVersions (Maybe Natural)
- describeModelVersions_modelId :: Lens' DescribeModelVersions (Maybe Text)
- describeModelVersions_modelType :: Lens' DescribeModelVersions (Maybe ModelTypeEnum)
- describeModelVersions_modelVersionNumber :: Lens' DescribeModelVersions (Maybe Text)
- describeModelVersions_nextToken :: Lens' DescribeModelVersions (Maybe Text)
- describeModelVersionsResponse_modelVersionDetails :: Lens' DescribeModelVersionsResponse (Maybe [ModelVersionDetail])
- describeModelVersionsResponse_nextToken :: Lens' DescribeModelVersionsResponse (Maybe Text)
- describeModelVersionsResponse_httpStatus :: Lens' DescribeModelVersionsResponse Int
- getBatchImportJobs_jobId :: Lens' GetBatchImportJobs (Maybe Text)
- getBatchImportJobs_maxResults :: Lens' GetBatchImportJobs (Maybe Natural)
- getBatchImportJobs_nextToken :: Lens' GetBatchImportJobs (Maybe Text)
- getBatchImportJobsResponse_batchImports :: Lens' GetBatchImportJobsResponse (Maybe [BatchImport])
- getBatchImportJobsResponse_nextToken :: Lens' GetBatchImportJobsResponse (Maybe Text)
- getBatchImportJobsResponse_httpStatus :: Lens' GetBatchImportJobsResponse Int
- getBatchPredictionJobs_jobId :: Lens' GetBatchPredictionJobs (Maybe Text)
- getBatchPredictionJobs_maxResults :: Lens' GetBatchPredictionJobs (Maybe Natural)
- getBatchPredictionJobs_nextToken :: Lens' GetBatchPredictionJobs (Maybe Text)
- getBatchPredictionJobsResponse_batchPredictions :: Lens' GetBatchPredictionJobsResponse (Maybe [BatchPrediction])
- getBatchPredictionJobsResponse_nextToken :: Lens' GetBatchPredictionJobsResponse (Maybe Text)
- getBatchPredictionJobsResponse_httpStatus :: Lens' GetBatchPredictionJobsResponse Int
- getDeleteEventsByEventTypeStatus_eventTypeName :: Lens' GetDeleteEventsByEventTypeStatus Text
- getDeleteEventsByEventTypeStatusResponse_eventTypeName :: Lens' GetDeleteEventsByEventTypeStatusResponse (Maybe Text)
- getDeleteEventsByEventTypeStatusResponse_eventsDeletionStatus :: Lens' GetDeleteEventsByEventTypeStatusResponse (Maybe AsyncJobStatus)
- getDeleteEventsByEventTypeStatusResponse_httpStatus :: Lens' GetDeleteEventsByEventTypeStatusResponse Int
- getDetectorVersion_detectorId :: Lens' GetDetectorVersion Text
- getDetectorVersion_detectorVersionId :: Lens' GetDetectorVersion Text
- getDetectorVersionResponse_arn :: Lens' GetDetectorVersionResponse (Maybe Text)
- getDetectorVersionResponse_createdTime :: Lens' GetDetectorVersionResponse (Maybe Text)
- getDetectorVersionResponse_description :: Lens' GetDetectorVersionResponse (Maybe Text)
- getDetectorVersionResponse_detectorId :: Lens' GetDetectorVersionResponse (Maybe Text)
- getDetectorVersionResponse_detectorVersionId :: Lens' GetDetectorVersionResponse (Maybe Text)
- getDetectorVersionResponse_externalModelEndpoints :: Lens' GetDetectorVersionResponse (Maybe [Text])
- getDetectorVersionResponse_lastUpdatedTime :: Lens' GetDetectorVersionResponse (Maybe Text)
- getDetectorVersionResponse_modelVersions :: Lens' GetDetectorVersionResponse (Maybe [ModelVersion])
- getDetectorVersionResponse_ruleExecutionMode :: Lens' GetDetectorVersionResponse (Maybe RuleExecutionMode)
- getDetectorVersionResponse_rules :: Lens' GetDetectorVersionResponse (Maybe [Rule])
- getDetectorVersionResponse_status :: Lens' GetDetectorVersionResponse (Maybe DetectorVersionStatus)
- getDetectorVersionResponse_httpStatus :: Lens' GetDetectorVersionResponse Int
- getDetectors_detectorId :: Lens' GetDetectors (Maybe Text)
- getDetectors_maxResults :: Lens' GetDetectors (Maybe Natural)
- getDetectors_nextToken :: Lens' GetDetectors (Maybe Text)
- getDetectorsResponse_detectors :: Lens' GetDetectorsResponse (Maybe [Detector])
- getDetectorsResponse_nextToken :: Lens' GetDetectorsResponse (Maybe Text)
- getDetectorsResponse_httpStatus :: Lens' GetDetectorsResponse Int
- getEntityTypes_maxResults :: Lens' GetEntityTypes (Maybe Natural)
- getEntityTypes_name :: Lens' GetEntityTypes (Maybe Text)
- getEntityTypes_nextToken :: Lens' GetEntityTypes (Maybe Text)
- getEntityTypesResponse_entityTypes :: Lens' GetEntityTypesResponse (Maybe [EntityType])
- getEntityTypesResponse_nextToken :: Lens' GetEntityTypesResponse (Maybe Text)
- getEntityTypesResponse_httpStatus :: Lens' GetEntityTypesResponse Int
- getEvent_eventId :: Lens' GetEvent Text
- getEvent_eventTypeName :: Lens' GetEvent Text
- getEventResponse_event :: Lens' GetEventResponse (Maybe Event)
- getEventResponse_httpStatus :: Lens' GetEventResponse Int
- getEventPrediction_detectorVersionId :: Lens' GetEventPrediction (Maybe Text)
- getEventPrediction_externalModelEndpointDataBlobs :: Lens' GetEventPrediction (Maybe (HashMap Text ModelEndpointDataBlob))
- getEventPrediction_detectorId :: Lens' GetEventPrediction Text
- getEventPrediction_eventId :: Lens' GetEventPrediction Text
- getEventPrediction_eventTypeName :: Lens' GetEventPrediction Text
- getEventPrediction_entities :: Lens' GetEventPrediction [Entity]
- getEventPrediction_eventTimestamp :: Lens' GetEventPrediction Text
- getEventPrediction_eventVariables :: Lens' GetEventPrediction (HashMap Text Text)
- getEventPredictionResponse_externalModelOutputs :: Lens' GetEventPredictionResponse (Maybe [ExternalModelOutputs])
- getEventPredictionResponse_modelScores :: Lens' GetEventPredictionResponse (Maybe [ModelScores])
- getEventPredictionResponse_ruleResults :: Lens' GetEventPredictionResponse (Maybe [RuleResult])
- getEventPredictionResponse_httpStatus :: Lens' GetEventPredictionResponse Int
- getEventPredictionMetadata_eventId :: Lens' GetEventPredictionMetadata Text
- getEventPredictionMetadata_eventTypeName :: Lens' GetEventPredictionMetadata Text
- getEventPredictionMetadata_detectorId :: Lens' GetEventPredictionMetadata Text
- getEventPredictionMetadata_detectorVersionId :: Lens' GetEventPredictionMetadata Text
- getEventPredictionMetadata_predictionTimestamp :: Lens' GetEventPredictionMetadata Text
- getEventPredictionMetadataResponse_detectorId :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_detectorVersionId :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_detectorVersionStatus :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_entityId :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_entityType :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_evaluatedExternalModels :: Lens' GetEventPredictionMetadataResponse (Maybe [EvaluatedExternalModel])
- getEventPredictionMetadataResponse_evaluatedModelVersions :: Lens' GetEventPredictionMetadataResponse (Maybe [EvaluatedModelVersion])
- getEventPredictionMetadataResponse_eventId :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_eventTimestamp :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_eventTypeName :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_eventVariables :: Lens' GetEventPredictionMetadataResponse (Maybe [EventVariableSummary])
- getEventPredictionMetadataResponse_outcomes :: Lens' GetEventPredictionMetadataResponse (Maybe [Text])
- getEventPredictionMetadataResponse_predictionTimestamp :: Lens' GetEventPredictionMetadataResponse (Maybe Text)
- getEventPredictionMetadataResponse_ruleExecutionMode :: Lens' GetEventPredictionMetadataResponse (Maybe RuleExecutionMode)
- getEventPredictionMetadataResponse_rules :: Lens' GetEventPredictionMetadataResponse (Maybe [EvaluatedRule])
- getEventPredictionMetadataResponse_httpStatus :: Lens' GetEventPredictionMetadataResponse Int
- getEventTypes_maxResults :: Lens' GetEventTypes (Maybe Natural)
- getEventTypes_name :: Lens' GetEventTypes (Maybe Text)
- getEventTypes_nextToken :: Lens' GetEventTypes (Maybe Text)
- getEventTypesResponse_eventTypes :: Lens' GetEventTypesResponse (Maybe [EventType])
- getEventTypesResponse_nextToken :: Lens' GetEventTypesResponse (Maybe Text)
- getEventTypesResponse_httpStatus :: Lens' GetEventTypesResponse Int
- getExternalModels_maxResults :: Lens' GetExternalModels (Maybe Natural)
- getExternalModels_modelEndpoint :: Lens' GetExternalModels (Maybe Text)
- getExternalModels_nextToken :: Lens' GetExternalModels (Maybe Text)
- getExternalModelsResponse_externalModels :: Lens' GetExternalModelsResponse (Maybe [ExternalModel])
- getExternalModelsResponse_nextToken :: Lens' GetExternalModelsResponse (Maybe Text)
- getExternalModelsResponse_httpStatus :: Lens' GetExternalModelsResponse Int
- getKMSEncryptionKeyResponse_kmsKey :: Lens' GetKMSEncryptionKeyResponse (Maybe KMSKey)
- getKMSEncryptionKeyResponse_httpStatus :: Lens' GetKMSEncryptionKeyResponse Int
- getLabels_maxResults :: Lens' GetLabels (Maybe Natural)
- getLabels_name :: Lens' GetLabels (Maybe Text)
- getLabels_nextToken :: Lens' GetLabels (Maybe Text)
- getLabelsResponse_labels :: Lens' GetLabelsResponse (Maybe [Label])
- getLabelsResponse_nextToken :: Lens' GetLabelsResponse (Maybe Text)
- getLabelsResponse_httpStatus :: Lens' GetLabelsResponse Int
- getModelVersion_modelId :: Lens' GetModelVersion Text
- getModelVersion_modelType :: Lens' GetModelVersion ModelTypeEnum
- getModelVersion_modelVersionNumber :: Lens' GetModelVersion Text
- getModelVersionResponse_arn :: Lens' GetModelVersionResponse (Maybe Text)
- getModelVersionResponse_externalEventsDetail :: Lens' GetModelVersionResponse (Maybe ExternalEventsDetail)
- getModelVersionResponse_ingestedEventsDetail :: Lens' GetModelVersionResponse (Maybe IngestedEventsDetail)
- getModelVersionResponse_modelId :: Lens' GetModelVersionResponse (Maybe Text)
- getModelVersionResponse_modelType :: Lens' GetModelVersionResponse (Maybe ModelTypeEnum)
- getModelVersionResponse_modelVersionNumber :: Lens' GetModelVersionResponse (Maybe Text)
- getModelVersionResponse_status :: Lens' GetModelVersionResponse (Maybe Text)
- getModelVersionResponse_trainingDataSchema :: Lens' GetModelVersionResponse (Maybe TrainingDataSchema)
- getModelVersionResponse_trainingDataSource :: Lens' GetModelVersionResponse (Maybe TrainingDataSourceEnum)
- getModelVersionResponse_httpStatus :: Lens' GetModelVersionResponse Int
- getModels_maxResults :: Lens' GetModels (Maybe Natural)
- getModels_modelId :: Lens' GetModels (Maybe Text)
- getModels_modelType :: Lens' GetModels (Maybe ModelTypeEnum)
- getModels_nextToken :: Lens' GetModels (Maybe Text)
- getModelsResponse_models :: Lens' GetModelsResponse (Maybe [Model])
- getModelsResponse_nextToken :: Lens' GetModelsResponse (Maybe Text)
- getModelsResponse_httpStatus :: Lens' GetModelsResponse Int
- getOutcomes_maxResults :: Lens' GetOutcomes (Maybe Natural)
- getOutcomes_name :: Lens' GetOutcomes (Maybe Text)
- getOutcomes_nextToken :: Lens' GetOutcomes (Maybe Text)
- getOutcomesResponse_nextToken :: Lens' GetOutcomesResponse (Maybe Text)
- getOutcomesResponse_outcomes :: Lens' GetOutcomesResponse (Maybe [Outcome])
- getOutcomesResponse_httpStatus :: Lens' GetOutcomesResponse Int
- getRules_maxResults :: Lens' GetRules (Maybe Natural)
- getRules_nextToken :: Lens' GetRules (Maybe Text)
- getRules_ruleId :: Lens' GetRules (Maybe Text)
- getRules_ruleVersion :: Lens' GetRules (Maybe Text)
- getRules_detectorId :: Lens' GetRules Text
- getRulesResponse_nextToken :: Lens' GetRulesResponse (Maybe Text)
- getRulesResponse_ruleDetails :: Lens' GetRulesResponse (Maybe [RuleDetail])
- getRulesResponse_httpStatus :: Lens' GetRulesResponse Int
- getVariables_maxResults :: Lens' GetVariables (Maybe Natural)
- getVariables_name :: Lens' GetVariables (Maybe Text)
- getVariables_nextToken :: Lens' GetVariables (Maybe Text)
- getVariablesResponse_nextToken :: Lens' GetVariablesResponse (Maybe Text)
- getVariablesResponse_variables :: Lens' GetVariablesResponse (Maybe [Variable])
- getVariablesResponse_httpStatus :: Lens' GetVariablesResponse Int
- listEventPredictions_detectorId :: Lens' ListEventPredictions (Maybe FilterCondition)
- listEventPredictions_detectorVersionId :: Lens' ListEventPredictions (Maybe FilterCondition)
- listEventPredictions_eventId :: Lens' ListEventPredictions (Maybe FilterCondition)
- listEventPredictions_eventType :: Lens' ListEventPredictions (Maybe FilterCondition)
- listEventPredictions_maxResults :: Lens' ListEventPredictions (Maybe Natural)
- listEventPredictions_nextToken :: Lens' ListEventPredictions (Maybe Text)
- listEventPredictions_predictionTimeRange :: Lens' ListEventPredictions (Maybe PredictionTimeRange)
- listEventPredictionsResponse_eventPredictionSummaries :: Lens' ListEventPredictionsResponse (Maybe [EventPredictionSummary])
- listEventPredictionsResponse_nextToken :: Lens' ListEventPredictionsResponse (Maybe Text)
- listEventPredictionsResponse_httpStatus :: Lens' ListEventPredictionsResponse Int
- listTagsForResource_maxResults :: Lens' ListTagsForResource (Maybe Natural)
- listTagsForResource_nextToken :: Lens' ListTagsForResource (Maybe Text)
- listTagsForResource_resourceARN :: Lens' ListTagsForResource Text
- listTagsForResourceResponse_nextToken :: Lens' ListTagsForResourceResponse (Maybe Text)
- listTagsForResourceResponse_tags :: Lens' ListTagsForResourceResponse (Maybe [Tag])
- listTagsForResourceResponse_httpStatus :: Lens' ListTagsForResourceResponse Int
- putDetector_description :: Lens' PutDetector (Maybe Text)
- putDetector_tags :: Lens' PutDetector (Maybe [Tag])
- putDetector_detectorId :: Lens' PutDetector Text
- putDetector_eventTypeName :: Lens' PutDetector Text
- putDetectorResponse_httpStatus :: Lens' PutDetectorResponse Int
- putEntityType_description :: Lens' PutEntityType (Maybe Text)
- putEntityType_tags :: Lens' PutEntityType (Maybe [Tag])
- putEntityType_name :: Lens' PutEntityType Text
- putEntityTypeResponse_httpStatus :: Lens' PutEntityTypeResponse Int
- putEventType_description :: Lens' PutEventType (Maybe Text)
- putEventType_eventIngestion :: Lens' PutEventType (Maybe EventIngestion)
- putEventType_labels :: Lens' PutEventType (Maybe [Text])
- putEventType_tags :: Lens' PutEventType (Maybe [Tag])
- putEventType_name :: Lens' PutEventType Text
- putEventType_eventVariables :: Lens' PutEventType (NonEmpty Text)
- putEventType_entityTypes :: Lens' PutEventType (NonEmpty Text)
- putEventTypeResponse_httpStatus :: Lens' PutEventTypeResponse Int
- putExternalModel_tags :: Lens' PutExternalModel (Maybe [Tag])
- putExternalModel_modelEndpoint :: Lens' PutExternalModel Text
- putExternalModel_modelSource :: Lens' PutExternalModel ModelSource
- putExternalModel_invokeModelEndpointRoleArn :: Lens' PutExternalModel Text
- putExternalModel_inputConfiguration :: Lens' PutExternalModel ModelInputConfiguration
- putExternalModel_outputConfiguration :: Lens' PutExternalModel ModelOutputConfiguration
- putExternalModel_modelEndpointStatus :: Lens' PutExternalModel ModelEndpointStatus
- putExternalModelResponse_httpStatus :: Lens' PutExternalModelResponse Int
- putKMSEncryptionKey_kmsEncryptionKeyArn :: Lens' PutKMSEncryptionKey Text
- putKMSEncryptionKeyResponse_httpStatus :: Lens' PutKMSEncryptionKeyResponse Int
- putLabel_description :: Lens' PutLabel (Maybe Text)
- putLabel_tags :: Lens' PutLabel (Maybe [Tag])
- putLabel_name :: Lens' PutLabel Text
- putLabelResponse_httpStatus :: Lens' PutLabelResponse Int
- putOutcome_description :: Lens' PutOutcome (Maybe Text)
- putOutcome_tags :: Lens' PutOutcome (Maybe [Tag])
- putOutcome_name :: Lens' PutOutcome Text
- putOutcomeResponse_httpStatus :: Lens' PutOutcomeResponse Int
- sendEvent_assignedLabel :: Lens' SendEvent (Maybe Text)
- sendEvent_labelTimestamp :: Lens' SendEvent (Maybe Text)
- sendEvent_eventId :: Lens' SendEvent Text
- sendEvent_eventTypeName :: Lens' SendEvent Text
- sendEvent_eventTimestamp :: Lens' SendEvent Text
- sendEvent_eventVariables :: Lens' SendEvent (HashMap Text Text)
- sendEvent_entities :: Lens' SendEvent [Entity]
- sendEventResponse_httpStatus :: Lens' SendEventResponse Int
- tagResource_resourceARN :: Lens' TagResource Text
- tagResource_tags :: Lens' TagResource [Tag]
- tagResourceResponse_httpStatus :: Lens' TagResourceResponse Int
- untagResource_resourceARN :: Lens' UntagResource Text
- untagResource_tagKeys :: Lens' UntagResource [Text]
- untagResourceResponse_httpStatus :: Lens' UntagResourceResponse Int
- updateDetectorVersion_description :: Lens' UpdateDetectorVersion (Maybe Text)
- updateDetectorVersion_modelVersions :: Lens' UpdateDetectorVersion (Maybe [ModelVersion])
- updateDetectorVersion_ruleExecutionMode :: Lens' UpdateDetectorVersion (Maybe RuleExecutionMode)
- updateDetectorVersion_detectorId :: Lens' UpdateDetectorVersion Text
- updateDetectorVersion_detectorVersionId :: Lens' UpdateDetectorVersion Text
- updateDetectorVersion_externalModelEndpoints :: Lens' UpdateDetectorVersion [Text]
- updateDetectorVersion_rules :: Lens' UpdateDetectorVersion [Rule]
- updateDetectorVersionResponse_httpStatus :: Lens' UpdateDetectorVersionResponse Int
- updateDetectorVersionMetadata_detectorId :: Lens' UpdateDetectorVersionMetadata Text
- updateDetectorVersionMetadata_detectorVersionId :: Lens' UpdateDetectorVersionMetadata Text
- updateDetectorVersionMetadata_description :: Lens' UpdateDetectorVersionMetadata Text
- updateDetectorVersionMetadataResponse_httpStatus :: Lens' UpdateDetectorVersionMetadataResponse Int
- updateDetectorVersionStatus_detectorId :: Lens' UpdateDetectorVersionStatus Text
- updateDetectorVersionStatus_detectorVersionId :: Lens' UpdateDetectorVersionStatus Text
- updateDetectorVersionStatus_status :: Lens' UpdateDetectorVersionStatus DetectorVersionStatus
- updateDetectorVersionStatusResponse_httpStatus :: Lens' UpdateDetectorVersionStatusResponse Int
- updateEventLabel_eventId :: Lens' UpdateEventLabel Text
- updateEventLabel_eventTypeName :: Lens' UpdateEventLabel Text
- updateEventLabel_assignedLabel :: Lens' UpdateEventLabel Text
- updateEventLabel_labelTimestamp :: Lens' UpdateEventLabel Text
- updateEventLabelResponse_httpStatus :: Lens' UpdateEventLabelResponse Int
- updateModel_description :: Lens' UpdateModel (Maybe Text)
- updateModel_modelId :: Lens' UpdateModel Text
- updateModel_modelType :: Lens' UpdateModel ModelTypeEnum
- updateModelResponse_httpStatus :: Lens' UpdateModelResponse Int
- updateModelVersion_externalEventsDetail :: Lens' UpdateModelVersion (Maybe ExternalEventsDetail)
- updateModelVersion_ingestedEventsDetail :: Lens' UpdateModelVersion (Maybe IngestedEventsDetail)
- updateModelVersion_tags :: Lens' UpdateModelVersion (Maybe [Tag])
- updateModelVersion_modelId :: Lens' UpdateModelVersion Text
- updateModelVersion_modelType :: Lens' UpdateModelVersion ModelTypeEnum
- updateModelVersion_majorVersionNumber :: Lens' UpdateModelVersion Text
- updateModelVersionResponse_modelId :: Lens' UpdateModelVersionResponse (Maybe Text)
- updateModelVersionResponse_modelType :: Lens' UpdateModelVersionResponse (Maybe ModelTypeEnum)
- updateModelVersionResponse_modelVersionNumber :: Lens' UpdateModelVersionResponse (Maybe Text)
- updateModelVersionResponse_status :: Lens' UpdateModelVersionResponse (Maybe Text)
- updateModelVersionResponse_httpStatus :: Lens' UpdateModelVersionResponse Int
- updateModelVersionStatus_modelId :: Lens' UpdateModelVersionStatus Text
- updateModelVersionStatus_modelType :: Lens' UpdateModelVersionStatus ModelTypeEnum
- updateModelVersionStatus_modelVersionNumber :: Lens' UpdateModelVersionStatus Text
- updateModelVersionStatus_status :: Lens' UpdateModelVersionStatus ModelVersionStatus
- updateModelVersionStatusResponse_httpStatus :: Lens' UpdateModelVersionStatusResponse Int
- updateRuleMetadata_rule :: Lens' UpdateRuleMetadata Rule
- updateRuleMetadata_description :: Lens' UpdateRuleMetadata Text
- updateRuleMetadataResponse_httpStatus :: Lens' UpdateRuleMetadataResponse Int
- updateRuleVersion_description :: Lens' UpdateRuleVersion (Maybe Text)
- updateRuleVersion_tags :: Lens' UpdateRuleVersion (Maybe [Tag])
- updateRuleVersion_rule :: Lens' UpdateRuleVersion Rule
- updateRuleVersion_expression :: Lens' UpdateRuleVersion Text
- updateRuleVersion_language :: Lens' UpdateRuleVersion Language
- updateRuleVersion_outcomes :: Lens' UpdateRuleVersion (NonEmpty Text)
- updateRuleVersionResponse_rule :: Lens' UpdateRuleVersionResponse (Maybe Rule)
- updateRuleVersionResponse_httpStatus :: Lens' UpdateRuleVersionResponse Int
- updateVariable_defaultValue :: Lens' UpdateVariable (Maybe Text)
- updateVariable_description :: Lens' UpdateVariable (Maybe Text)
- updateVariable_variableType :: Lens' UpdateVariable (Maybe Text)
- updateVariable_name :: Lens' UpdateVariable Text
- updateVariableResponse_httpStatus :: Lens' UpdateVariableResponse Int
- aTIMetricDataPoint_adr :: Lens' ATIMetricDataPoint (Maybe Double)
- aTIMetricDataPoint_atodr :: Lens' ATIMetricDataPoint (Maybe Double)
- aTIMetricDataPoint_cr :: Lens' ATIMetricDataPoint (Maybe Double)
- aTIMetricDataPoint_threshold :: Lens' ATIMetricDataPoint (Maybe Double)
- aTIModelPerformance_asi :: Lens' ATIModelPerformance (Maybe Double)
- aTITrainingMetricsValue_metricDataPoints :: Lens' ATITrainingMetricsValue (Maybe [ATIMetricDataPoint])
- aTITrainingMetricsValue_modelPerformance :: Lens' ATITrainingMetricsValue (Maybe ATIModelPerformance)
- aggregatedLogOddsMetric_variableNames :: Lens' AggregatedLogOddsMetric [Text]
- aggregatedLogOddsMetric_aggregatedVariablesImportance :: Lens' AggregatedLogOddsMetric Double
- aggregatedVariablesImpactExplanation_eventVariableNames :: Lens' AggregatedVariablesImpactExplanation (Maybe [Text])
- aggregatedVariablesImpactExplanation_logOddsImpact :: Lens' AggregatedVariablesImpactExplanation (Maybe Double)
- aggregatedVariablesImpactExplanation_relativeImpact :: Lens' AggregatedVariablesImpactExplanation (Maybe Text)
- aggregatedVariablesImportanceMetrics_logOddsMetrics :: Lens' AggregatedVariablesImportanceMetrics (Maybe [AggregatedLogOddsMetric])
- batchCreateVariableError_code :: Lens' BatchCreateVariableError (Maybe Int)
- batchCreateVariableError_message :: Lens' BatchCreateVariableError (Maybe Text)
- batchCreateVariableError_name :: Lens' BatchCreateVariableError (Maybe Text)
- batchGetVariableError_code :: Lens' BatchGetVariableError (Maybe Int)
- batchGetVariableError_message :: Lens' BatchGetVariableError (Maybe Text)
- batchGetVariableError_name :: Lens' BatchGetVariableError (Maybe Text)
- batchImport_arn :: Lens' BatchImport (Maybe Text)
- batchImport_completionTime :: Lens' BatchImport (Maybe Text)
- batchImport_eventTypeName :: Lens' BatchImport (Maybe Text)
- batchImport_failedRecordsCount :: Lens' BatchImport (Maybe Int)
- batchImport_failureReason :: Lens' BatchImport (Maybe Text)
- batchImport_iamRoleArn :: Lens' BatchImport (Maybe Text)
- batchImport_inputPath :: Lens' BatchImport (Maybe Text)
- batchImport_jobId :: Lens' BatchImport (Maybe Text)
- batchImport_outputPath :: Lens' BatchImport (Maybe Text)
- batchImport_processedRecordsCount :: Lens' BatchImport (Maybe Int)
- batchImport_startTime :: Lens' BatchImport (Maybe Text)
- batchImport_status :: Lens' BatchImport (Maybe AsyncJobStatus)
- batchImport_totalRecordsCount :: Lens' BatchImport (Maybe Int)
- batchPrediction_arn :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_completionTime :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_detectorName :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_detectorVersion :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_eventTypeName :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_failureReason :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_iamRoleArn :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_inputPath :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_jobId :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_lastHeartbeatTime :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_outputPath :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_processedRecordsCount :: Lens' BatchPrediction (Maybe Int)
- batchPrediction_startTime :: Lens' BatchPrediction (Maybe Text)
- batchPrediction_status :: Lens' BatchPrediction (Maybe AsyncJobStatus)
- batchPrediction_totalRecordsCount :: Lens' BatchPrediction (Maybe Int)
- dataValidationMetrics_fieldLevelMessages :: Lens' DataValidationMetrics (Maybe [FieldValidationMessage])
- dataValidationMetrics_fileLevelMessages :: Lens' DataValidationMetrics (Maybe [FileValidationMessage])
- detector_arn :: Lens' Detector (Maybe Text)
- detector_createdTime :: Lens' Detector (Maybe Text)
- detector_description :: Lens' Detector (Maybe Text)
- detector_detectorId :: Lens' Detector (Maybe Text)
- detector_eventTypeName :: Lens' Detector (Maybe Text)
- detector_lastUpdatedTime :: Lens' Detector (Maybe Text)
- detectorVersionSummary_description :: Lens' DetectorVersionSummary (Maybe Text)
- detectorVersionSummary_detectorVersionId :: Lens' DetectorVersionSummary (Maybe Text)
- detectorVersionSummary_lastUpdatedTime :: Lens' DetectorVersionSummary (Maybe Text)
- detectorVersionSummary_status :: Lens' DetectorVersionSummary (Maybe DetectorVersionStatus)
- entity_entityType :: Lens' Entity Text
- entity_entityId :: Lens' Entity Text
- entityType_arn :: Lens' EntityType (Maybe Text)
- entityType_createdTime :: Lens' EntityType (Maybe Text)
- entityType_description :: Lens' EntityType (Maybe Text)
- entityType_lastUpdatedTime :: Lens' EntityType (Maybe Text)
- entityType_name :: Lens' EntityType (Maybe Text)
- evaluatedExternalModel_inputVariables :: Lens' EvaluatedExternalModel (Maybe (HashMap Text Text))
- evaluatedExternalModel_modelEndpoint :: Lens' EvaluatedExternalModel (Maybe Text)
- evaluatedExternalModel_outputVariables :: Lens' EvaluatedExternalModel (Maybe (HashMap Text Text))
- evaluatedExternalModel_useEventVariables :: Lens' EvaluatedExternalModel (Maybe Bool)
- evaluatedModelVersion_evaluations :: Lens' EvaluatedModelVersion (Maybe [ModelVersionEvaluation])
- evaluatedModelVersion_modelId :: Lens' EvaluatedModelVersion (Maybe Text)
- evaluatedModelVersion_modelType :: Lens' EvaluatedModelVersion (Maybe Text)
- evaluatedModelVersion_modelVersion :: Lens' EvaluatedModelVersion (Maybe Text)
- evaluatedRule_evaluated :: Lens' EvaluatedRule (Maybe Bool)
- evaluatedRule_expression :: Lens' EvaluatedRule (Maybe Text)
- evaluatedRule_expressionWithValues :: Lens' EvaluatedRule (Maybe Text)
- evaluatedRule_matched :: Lens' EvaluatedRule (Maybe Bool)
- evaluatedRule_outcomes :: Lens' EvaluatedRule (Maybe [Text])
- evaluatedRule_ruleId :: Lens' EvaluatedRule (Maybe Text)
- evaluatedRule_ruleVersion :: Lens' EvaluatedRule (Maybe Text)
- event_currentLabel :: Lens' Event (Maybe Text)
- event_entities :: Lens' Event (Maybe [Entity])
- event_eventId :: Lens' Event (Maybe Text)
- event_eventTimestamp :: Lens' Event (Maybe Text)
- event_eventTypeName :: Lens' Event (Maybe Text)
- event_eventVariables :: Lens' Event (Maybe (HashMap Text Text))
- event_labelTimestamp :: Lens' Event (Maybe Text)
- eventPredictionSummary_detectorId :: Lens' EventPredictionSummary (Maybe Text)
- eventPredictionSummary_detectorVersionId :: Lens' EventPredictionSummary (Maybe Text)
- eventPredictionSummary_eventId :: Lens' EventPredictionSummary (Maybe Text)
- eventPredictionSummary_eventTimestamp :: Lens' EventPredictionSummary (Maybe Text)
- eventPredictionSummary_eventTypeName :: Lens' EventPredictionSummary (Maybe Text)
- eventPredictionSummary_predictionTimestamp :: Lens' EventPredictionSummary (Maybe Text)
- eventType_arn :: Lens' EventType (Maybe Text)
- eventType_createdTime :: Lens' EventType (Maybe Text)
- eventType_description :: Lens' EventType (Maybe Text)
- eventType_entityTypes :: Lens' EventType (Maybe (NonEmpty Text))
- eventType_eventIngestion :: Lens' EventType (Maybe EventIngestion)
- eventType_eventVariables :: Lens' EventType (Maybe [Text])
- eventType_ingestedEventStatistics :: Lens' EventType (Maybe IngestedEventStatistics)
- eventType_labels :: Lens' EventType (Maybe [Text])
- eventType_lastUpdatedTime :: Lens' EventType (Maybe Text)
- eventType_name :: Lens' EventType (Maybe Text)
- eventVariableSummary_name :: Lens' EventVariableSummary (Maybe Text)
- eventVariableSummary_source :: Lens' EventVariableSummary (Maybe Text)
- eventVariableSummary_value :: Lens' EventVariableSummary (Maybe Text)
- externalEventsDetail_dataLocation :: Lens' ExternalEventsDetail Text
- externalEventsDetail_dataAccessRoleArn :: Lens' ExternalEventsDetail Text
- externalModel_arn :: Lens' ExternalModel (Maybe Text)
- externalModel_createdTime :: Lens' ExternalModel (Maybe Text)
- externalModel_inputConfiguration :: Lens' ExternalModel (Maybe ModelInputConfiguration)
- externalModel_invokeModelEndpointRoleArn :: Lens' ExternalModel (Maybe Text)
- externalModel_lastUpdatedTime :: Lens' ExternalModel (Maybe Text)
- externalModel_modelEndpoint :: Lens' ExternalModel (Maybe Text)
- externalModel_modelEndpointStatus :: Lens' ExternalModel (Maybe ModelEndpointStatus)
- externalModel_modelSource :: Lens' ExternalModel (Maybe ModelSource)
- externalModel_outputConfiguration :: Lens' ExternalModel (Maybe ModelOutputConfiguration)
- externalModelOutputs_externalModel :: Lens' ExternalModelOutputs (Maybe ExternalModelSummary)
- externalModelOutputs_outputs :: Lens' ExternalModelOutputs (Maybe (HashMap Text Text))
- externalModelSummary_modelEndpoint :: Lens' ExternalModelSummary (Maybe Text)
- externalModelSummary_modelSource :: Lens' ExternalModelSummary (Maybe ModelSource)
- fieldValidationMessage_content :: Lens' FieldValidationMessage (Maybe Text)
- fieldValidationMessage_fieldName :: Lens' FieldValidationMessage (Maybe Text)
- fieldValidationMessage_identifier :: Lens' FieldValidationMessage (Maybe Text)
- fieldValidationMessage_title :: Lens' FieldValidationMessage (Maybe Text)
- fieldValidationMessage_type :: Lens' FieldValidationMessage (Maybe Text)
- fileValidationMessage_content :: Lens' FileValidationMessage (Maybe Text)
- fileValidationMessage_title :: Lens' FileValidationMessage (Maybe Text)
- fileValidationMessage_type :: Lens' FileValidationMessage (Maybe Text)
- filterCondition_value :: Lens' FilterCondition (Maybe Text)
- ingestedEventStatistics_eventDataSizeInBytes :: Lens' IngestedEventStatistics (Maybe Integer)
- ingestedEventStatistics_lastUpdatedTime :: Lens' IngestedEventStatistics (Maybe Text)
- ingestedEventStatistics_leastRecentEvent :: Lens' IngestedEventStatistics (Maybe Text)
- ingestedEventStatistics_mostRecentEvent :: Lens' IngestedEventStatistics (Maybe Text)
- ingestedEventStatistics_numberOfEvents :: Lens' IngestedEventStatistics (Maybe Integer)
- ingestedEventsDetail_ingestedEventsTimeWindow :: Lens' IngestedEventsDetail IngestedEventsTimeWindow
- ingestedEventsTimeWindow_startTime :: Lens' IngestedEventsTimeWindow Text
- ingestedEventsTimeWindow_endTime :: Lens' IngestedEventsTimeWindow Text
- kmsKey_kmsEncryptionKeyArn :: Lens' KMSKey (Maybe Text)
- label_arn :: Lens' Label (Maybe Text)
- label_createdTime :: Lens' Label (Maybe Text)
- label_description :: Lens' Label (Maybe Text)
- label_lastUpdatedTime :: Lens' Label (Maybe Text)
- label_name :: Lens' Label (Maybe Text)
- labelSchema_labelMapper :: Lens' LabelSchema (Maybe (HashMap Text [Text]))
- labelSchema_unlabeledEventsTreatment :: Lens' LabelSchema (Maybe UnlabeledEventsTreatment)
- logOddsMetric_variableName :: Lens' LogOddsMetric Text
- logOddsMetric_variableType :: Lens' LogOddsMetric Text
- logOddsMetric_variableImportance :: Lens' LogOddsMetric Double
- metricDataPoint_fpr :: Lens' MetricDataPoint (Maybe Double)
- metricDataPoint_precision :: Lens' MetricDataPoint (Maybe Double)
- metricDataPoint_threshold :: Lens' MetricDataPoint (Maybe Double)
- metricDataPoint_tpr :: Lens' MetricDataPoint (Maybe Double)
- model_arn :: Lens' Model (Maybe Text)
- model_createdTime :: Lens' Model (Maybe Text)
- model_description :: Lens' Model (Maybe Text)
- model_eventTypeName :: Lens' Model (Maybe Text)
- model_lastUpdatedTime :: Lens' Model (Maybe Text)
- model_modelId :: Lens' Model (Maybe Text)
- model_modelType :: Lens' Model (Maybe ModelTypeEnum)
- modelEndpointDataBlob_byteBuffer :: Lens' ModelEndpointDataBlob (Maybe ByteString)
- modelEndpointDataBlob_contentType :: Lens' ModelEndpointDataBlob (Maybe Text)
- modelInputConfiguration_csvInputTemplate :: Lens' ModelInputConfiguration (Maybe Text)
- modelInputConfiguration_eventTypeName :: Lens' ModelInputConfiguration (Maybe Text)
- modelInputConfiguration_format :: Lens' ModelInputConfiguration (Maybe ModelInputDataFormat)
- modelInputConfiguration_jsonInputTemplate :: Lens' ModelInputConfiguration (Maybe Text)
- modelInputConfiguration_useEventVariables :: Lens' ModelInputConfiguration Bool
- modelOutputConfiguration_csvIndexToVariableMap :: Lens' ModelOutputConfiguration (Maybe (HashMap Text Text))
- modelOutputConfiguration_jsonKeyToVariableMap :: Lens' ModelOutputConfiguration (Maybe (HashMap Text Text))
- modelOutputConfiguration_format :: Lens' ModelOutputConfiguration ModelOutputDataFormat
- modelScores_modelVersion :: Lens' ModelScores (Maybe ModelVersion)
- modelScores_scores :: Lens' ModelScores (Maybe (HashMap Text Double))
- modelVersion_arn :: Lens' ModelVersion (Maybe Text)
- modelVersion_modelId :: Lens' ModelVersion Text
- modelVersion_modelType :: Lens' ModelVersion ModelTypeEnum
- modelVersion_modelVersionNumber :: Lens' ModelVersion Text
- modelVersionDetail_arn :: Lens' ModelVersionDetail (Maybe Text)
- modelVersionDetail_createdTime :: Lens' ModelVersionDetail (Maybe Text)
- modelVersionDetail_externalEventsDetail :: Lens' ModelVersionDetail (Maybe ExternalEventsDetail)
- modelVersionDetail_ingestedEventsDetail :: Lens' ModelVersionDetail (Maybe IngestedEventsDetail)
- modelVersionDetail_lastUpdatedTime :: Lens' ModelVersionDetail (Maybe Text)
- modelVersionDetail_modelId :: Lens' ModelVersionDetail (Maybe Text)
- modelVersionDetail_modelType :: Lens' ModelVersionDetail (Maybe ModelTypeEnum)
- modelVersionDetail_modelVersionNumber :: Lens' ModelVersionDetail (Maybe Text)
- modelVersionDetail_status :: Lens' ModelVersionDetail (Maybe Text)
- modelVersionDetail_trainingDataSchema :: Lens' ModelVersionDetail (Maybe TrainingDataSchema)
- modelVersionDetail_trainingDataSource :: Lens' ModelVersionDetail (Maybe TrainingDataSourceEnum)
- modelVersionDetail_trainingResult :: Lens' ModelVersionDetail (Maybe TrainingResult)
- modelVersionDetail_trainingResultV2 :: Lens' ModelVersionDetail (Maybe TrainingResultV2)
- modelVersionEvaluation_evaluationScore :: Lens' ModelVersionEvaluation (Maybe Text)
- modelVersionEvaluation_outputVariableName :: Lens' ModelVersionEvaluation (Maybe Text)
- modelVersionEvaluation_predictionExplanations :: Lens' ModelVersionEvaluation (Maybe PredictionExplanations)
- oFIMetricDataPoint_fpr :: Lens' OFIMetricDataPoint (Maybe Double)
- oFIMetricDataPoint_precision :: Lens' OFIMetricDataPoint (Maybe Double)
- oFIMetricDataPoint_threshold :: Lens' OFIMetricDataPoint (Maybe Double)
- oFIMetricDataPoint_tpr :: Lens' OFIMetricDataPoint (Maybe Double)
- oFIModelPerformance_auc :: Lens' OFIModelPerformance (Maybe Double)
- oFITrainingMetricsValue_metricDataPoints :: Lens' OFITrainingMetricsValue (Maybe [OFIMetricDataPoint])
- oFITrainingMetricsValue_modelPerformance :: Lens' OFITrainingMetricsValue (Maybe OFIModelPerformance)
- outcome_arn :: Lens' Outcome (Maybe Text)
- outcome_createdTime :: Lens' Outcome (Maybe Text)
- outcome_description :: Lens' Outcome (Maybe Text)
- outcome_lastUpdatedTime :: Lens' Outcome (Maybe Text)
- outcome_name :: Lens' Outcome (Maybe Text)
- predictionExplanations_aggregatedVariablesImpactExplanations :: Lens' PredictionExplanations (Maybe [AggregatedVariablesImpactExplanation])
- predictionExplanations_variableImpactExplanations :: Lens' PredictionExplanations (Maybe [VariableImpactExplanation])
- predictionTimeRange_startTime :: Lens' PredictionTimeRange Text
- predictionTimeRange_endTime :: Lens' PredictionTimeRange Text
- rule_detectorId :: Lens' Rule Text
- rule_ruleId :: Lens' Rule Text
- rule_ruleVersion :: Lens' Rule Text
- ruleDetail_arn :: Lens' RuleDetail (Maybe Text)
- ruleDetail_createdTime :: Lens' RuleDetail (Maybe Text)
- ruleDetail_description :: Lens' RuleDetail (Maybe Text)
- ruleDetail_detectorId :: Lens' RuleDetail (Maybe Text)
- ruleDetail_expression :: Lens' RuleDetail (Maybe Text)
- ruleDetail_language :: Lens' RuleDetail (Maybe Language)
- ruleDetail_lastUpdatedTime :: Lens' RuleDetail (Maybe Text)
- ruleDetail_outcomes :: Lens' RuleDetail (Maybe (NonEmpty Text))
- ruleDetail_ruleId :: Lens' RuleDetail (Maybe Text)
- ruleDetail_ruleVersion :: Lens' RuleDetail (Maybe Text)
- ruleResult_outcomes :: Lens' RuleResult (Maybe [Text])
- ruleResult_ruleId :: Lens' RuleResult (Maybe Text)
- tFIMetricDataPoint_fpr :: Lens' TFIMetricDataPoint (Maybe Double)
- tFIMetricDataPoint_precision :: Lens' TFIMetricDataPoint (Maybe Double)
- tFIMetricDataPoint_threshold :: Lens' TFIMetricDataPoint (Maybe Double)
- tFIMetricDataPoint_tpr :: Lens' TFIMetricDataPoint (Maybe Double)
- tFIModelPerformance_auc :: Lens' TFIModelPerformance (Maybe Double)
- tFITrainingMetricsValue_metricDataPoints :: Lens' TFITrainingMetricsValue (Maybe [TFIMetricDataPoint])
- tFITrainingMetricsValue_modelPerformance :: Lens' TFITrainingMetricsValue (Maybe TFIModelPerformance)
- tag_key :: Lens' Tag Text
- tag_value :: Lens' Tag Text
- trainingDataSchema_labelSchema :: Lens' TrainingDataSchema (Maybe LabelSchema)
- trainingDataSchema_modelVariables :: Lens' TrainingDataSchema [Text]
- trainingMetrics_auc :: Lens' TrainingMetrics (Maybe Double)
- trainingMetrics_metricDataPoints :: Lens' TrainingMetrics (Maybe [MetricDataPoint])
- trainingMetricsV2_ati :: Lens' TrainingMetricsV2 (Maybe ATITrainingMetricsValue)
- trainingMetricsV2_ofi :: Lens' TrainingMetricsV2 (Maybe OFITrainingMetricsValue)
- trainingMetricsV2_tfi :: Lens' TrainingMetricsV2 (Maybe TFITrainingMetricsValue)
- trainingResult_dataValidationMetrics :: Lens' TrainingResult (Maybe DataValidationMetrics)
- trainingResult_trainingMetrics :: Lens' TrainingResult (Maybe TrainingMetrics)
- trainingResult_variableImportanceMetrics :: Lens' TrainingResult (Maybe VariableImportanceMetrics)
- trainingResultV2_aggregatedVariablesImportanceMetrics :: Lens' TrainingResultV2 (Maybe AggregatedVariablesImportanceMetrics)
- trainingResultV2_dataValidationMetrics :: Lens' TrainingResultV2 (Maybe DataValidationMetrics)
- trainingResultV2_trainingMetricsV2 :: Lens' TrainingResultV2 (Maybe TrainingMetricsV2)
- trainingResultV2_variableImportanceMetrics :: Lens' TrainingResultV2 (Maybe VariableImportanceMetrics)
- variable_arn :: Lens' Variable (Maybe Text)
- variable_createdTime :: Lens' Variable (Maybe Text)
- variable_dataSource :: Lens' Variable (Maybe DataSource)
- variable_dataType :: Lens' Variable (Maybe DataType)
- variable_defaultValue :: Lens' Variable (Maybe Text)
- variable_description :: Lens' Variable (Maybe Text)
- variable_lastUpdatedTime :: Lens' Variable (Maybe Text)
- variable_name :: Lens' Variable (Maybe Text)
- variable_variableType :: Lens' Variable (Maybe Text)
- variableEntry_dataSource :: Lens' VariableEntry (Maybe Text)
- variableEntry_dataType :: Lens' VariableEntry (Maybe Text)
- variableEntry_defaultValue :: Lens' VariableEntry (Maybe Text)
- variableEntry_description :: Lens' VariableEntry (Maybe Text)
- variableEntry_name :: Lens' VariableEntry (Maybe Text)
- variableEntry_variableType :: Lens' VariableEntry (Maybe Text)
- variableImpactExplanation_eventVariableName :: Lens' VariableImpactExplanation (Maybe Text)
- variableImpactExplanation_logOddsImpact :: Lens' VariableImpactExplanation (Maybe Double)
- variableImpactExplanation_relativeImpact :: Lens' VariableImpactExplanation (Maybe Text)
- variableImportanceMetrics_logOddsMetrics :: Lens' VariableImportanceMetrics (Maybe [LogOddsMetric])
Operations
BatchCreateVariable
batchCreateVariable_tags :: Lens' BatchCreateVariable (Maybe [Tag]) Source #
A collection of key and value pairs.
batchCreateVariable_variableEntries :: Lens' BatchCreateVariable (NonEmpty VariableEntry) Source #
The list of variables for the batch create variable request.
batchCreateVariableResponse_errors :: Lens' BatchCreateVariableResponse (Maybe [BatchCreateVariableError]) Source #
Provides the errors for the BatchCreateVariable
request.
batchCreateVariableResponse_httpStatus :: Lens' BatchCreateVariableResponse Int Source #
The response's http status code.
BatchGetVariable
batchGetVariable_names :: Lens' BatchGetVariable (NonEmpty Text) Source #
The list of variable names to get.
batchGetVariableResponse_errors :: Lens' BatchGetVariableResponse (Maybe [BatchGetVariableError]) Source #
The errors from the request.
batchGetVariableResponse_variables :: Lens' BatchGetVariableResponse (Maybe [Variable]) Source #
The returned variables.
batchGetVariableResponse_httpStatus :: Lens' BatchGetVariableResponse Int Source #
The response's http status code.
CancelBatchImportJob
cancelBatchImportJob_jobId :: Lens' CancelBatchImportJob Text Source #
The ID of an in-progress batch import job to cancel.
Amazon Fraud Detector will throw an error if the batch import job is in
FAILED
, CANCELED
, or COMPLETED
state.
cancelBatchImportJobResponse_httpStatus :: Lens' CancelBatchImportJobResponse Int Source #
The response's http status code.
CancelBatchPredictionJob
cancelBatchPredictionJob_jobId :: Lens' CancelBatchPredictionJob Text Source #
The ID of the batch prediction job to cancel.
cancelBatchPredictionJobResponse_httpStatus :: Lens' CancelBatchPredictionJobResponse Int Source #
The response's http status code.
CreateBatchImportJob
createBatchImportJob_tags :: Lens' CreateBatchImportJob (Maybe [Tag]) Source #
A collection of key-value pairs associated with this request.
createBatchImportJob_jobId :: Lens' CreateBatchImportJob Text Source #
The ID of the batch import job. The ID cannot be of a past job, unless
the job exists in CREATE_FAILED
state.
createBatchImportJob_inputPath :: Lens' CreateBatchImportJob Text Source #
The URI that points to the Amazon S3 location of your data file.
createBatchImportJob_outputPath :: Lens' CreateBatchImportJob Text Source #
The URI that points to the Amazon S3 location for storing your results.
createBatchImportJob_eventTypeName :: Lens' CreateBatchImportJob Text Source #
The name of the event type.
createBatchImportJob_iamRoleArn :: Lens' CreateBatchImportJob Text Source #
The ARN of the IAM role created for Amazon S3 bucket that holds your data file.
The IAM role must have read permissions to your input S3 bucket and write permissions to your output S3 bucket. For more information about bucket permissions, see User policy examples in the Amazon S3 User Guide.
createBatchImportJobResponse_httpStatus :: Lens' CreateBatchImportJobResponse Int Source #
The response's http status code.
CreateBatchPredictionJob
createBatchPredictionJob_detectorVersion :: Lens' CreateBatchPredictionJob (Maybe Text) Source #
The detector version.
createBatchPredictionJob_tags :: Lens' CreateBatchPredictionJob (Maybe [Tag]) Source #
A collection of key and value pairs.
createBatchPredictionJob_jobId :: Lens' CreateBatchPredictionJob Text Source #
The ID of the batch prediction job.
createBatchPredictionJob_inputPath :: Lens' CreateBatchPredictionJob Text Source #
The Amazon S3 location of your training file.
createBatchPredictionJob_outputPath :: Lens' CreateBatchPredictionJob Text Source #
The Amazon S3 location of your output file.
createBatchPredictionJob_eventTypeName :: Lens' CreateBatchPredictionJob Text Source #
The name of the event type.
createBatchPredictionJob_detectorName :: Lens' CreateBatchPredictionJob Text Source #
The name of the detector.
createBatchPredictionJob_iamRoleArn :: Lens' CreateBatchPredictionJob Text Source #
The ARN of the IAM role to use for this job request.
The IAM Role must have read permissions to your input S3 bucket and write permissions to your output S3 bucket. For more information about bucket permissions, see User policy examples in the Amazon S3 User Guide.
createBatchPredictionJobResponse_httpStatus :: Lens' CreateBatchPredictionJobResponse Int Source #
The response's http status code.
CreateDetectorVersion
createDetectorVersion_description :: Lens' CreateDetectorVersion (Maybe Text) Source #
The description of the detector version.
createDetectorVersion_externalModelEndpoints :: Lens' CreateDetectorVersion (Maybe [Text]) Source #
The Amazon Sagemaker model endpoints to include in the detector version.
createDetectorVersion_modelVersions :: Lens' CreateDetectorVersion (Maybe [ModelVersion]) Source #
The model versions to include in the detector version.
createDetectorVersion_ruleExecutionMode :: Lens' CreateDetectorVersion (Maybe RuleExecutionMode) Source #
The rule execution mode for the rules included in the detector version.
You can define and edit the rule mode at the detector version level, when it is in draft status.
If you specify FIRST_MATCHED
, Amazon Fraud Detector evaluates rules
sequentially, first to last, stopping at the first matched rule. Amazon
Fraud dectector then provides the outcomes for that single rule.
If you specifiy ALL_MATCHED
, Amazon Fraud Detector evaluates all rules
and returns the outcomes for all matched rules.
The default behavior is FIRST_MATCHED
.
createDetectorVersion_tags :: Lens' CreateDetectorVersion (Maybe [Tag]) Source #
A collection of key and value pairs.
createDetectorVersion_detectorId :: Lens' CreateDetectorVersion Text Source #
The ID of the detector under which you want to create a new version.
createDetectorVersion_rules :: Lens' CreateDetectorVersion [Rule] Source #
The rules to include in the detector version.
createDetectorVersionResponse_detectorId :: Lens' CreateDetectorVersionResponse (Maybe Text) Source #
The ID for the created version's parent detector.
createDetectorVersionResponse_detectorVersionId :: Lens' CreateDetectorVersionResponse (Maybe Text) Source #
The ID for the created detector.
createDetectorVersionResponse_status :: Lens' CreateDetectorVersionResponse (Maybe DetectorVersionStatus) Source #
The status of the detector version.
createDetectorVersionResponse_httpStatus :: Lens' CreateDetectorVersionResponse Int Source #
The response's http status code.
CreateModel
createModel_description :: Lens' CreateModel (Maybe Text) Source #
The model description.
createModel_tags :: Lens' CreateModel (Maybe [Tag]) Source #
A collection of key and value pairs.
createModel_modelId :: Lens' CreateModel Text Source #
The model ID.
createModel_modelType :: Lens' CreateModel ModelTypeEnum Source #
The model type.
createModel_eventTypeName :: Lens' CreateModel Text Source #
The name of the event type.
createModelResponse_httpStatus :: Lens' CreateModelResponse Int Source #
The response's http status code.
CreateModelVersion
createModelVersion_externalEventsDetail :: Lens' CreateModelVersion (Maybe ExternalEventsDetail) Source #
Details of the external events data used for model version training.
Required if trainingDataSource
is EXTERNAL_EVENTS
.
createModelVersion_ingestedEventsDetail :: Lens' CreateModelVersion (Maybe IngestedEventsDetail) Source #
Details of the ingested events data used for model version training.
Required if trainingDataSource
is INGESTED_EVENTS
.
createModelVersion_tags :: Lens' CreateModelVersion (Maybe [Tag]) Source #
A collection of key and value pairs.
createModelVersion_modelId :: Lens' CreateModelVersion Text Source #
The model ID.
createModelVersion_modelType :: Lens' CreateModelVersion ModelTypeEnum Source #
The model type.
createModelVersion_trainingDataSource :: Lens' CreateModelVersion TrainingDataSourceEnum Source #
The training data source location in Amazon S3.
createModelVersion_trainingDataSchema :: Lens' CreateModelVersion TrainingDataSchema Source #
The training data schema.
createModelVersionResponse_modelId :: Lens' CreateModelVersionResponse (Maybe Text) Source #
The model ID.
createModelVersionResponse_modelType :: Lens' CreateModelVersionResponse (Maybe ModelTypeEnum) Source #
The model type.
createModelVersionResponse_modelVersionNumber :: Lens' CreateModelVersionResponse (Maybe Text) Source #
The model version number of the model version created.
createModelVersionResponse_status :: Lens' CreateModelVersionResponse (Maybe Text) Source #
The model version status.
createModelVersionResponse_httpStatus :: Lens' CreateModelVersionResponse Int Source #
The response's http status code.
CreateRule
createRule_description :: Lens' CreateRule (Maybe Text) Source #
The rule description.
createRule_tags :: Lens' CreateRule (Maybe [Tag]) Source #
A collection of key and value pairs.
createRule_ruleId :: Lens' CreateRule Text Source #
The rule ID.
createRule_detectorId :: Lens' CreateRule Text Source #
The detector ID for the rule's parent detector.
createRule_expression :: Lens' CreateRule Text Source #
The rule expression.
createRule_language :: Lens' CreateRule Language Source #
The language of the rule.
createRule_outcomes :: Lens' CreateRule (NonEmpty Text) Source #
The outcome or outcomes returned when the rule expression matches.
createRuleResponse_rule :: Lens' CreateRuleResponse (Maybe Rule) Source #
The created rule.
createRuleResponse_httpStatus :: Lens' CreateRuleResponse Int Source #
The response's http status code.
CreateVariable
createVariable_description :: Lens' CreateVariable (Maybe Text) Source #
The description.
createVariable_tags :: Lens' CreateVariable (Maybe [Tag]) Source #
A collection of key and value pairs.
createVariable_variableType :: Lens' CreateVariable (Maybe Text) Source #
The variable type. For more information see Variable types.
Valid Values:
AUTH_CODE | AVS | BILLING_ADDRESS_L1 | BILLING_ADDRESS_L2 | BILLING_CITY | BILLING_COUNTRY | BILLING_NAME | BILLING_PHONE | BILLING_STATE | BILLING_ZIP | CARD_BIN | CATEGORICAL | CURRENCY_CODE | EMAIL_ADDRESS | FINGERPRINT | FRAUD_LABEL | FREE_FORM_TEXT | IP_ADDRESS | NUMERIC | ORDER_ID | PAYMENT_TYPE | PHONE_NUMBER | PRICE | PRODUCT_CATEGORY | SHIPPING_ADDRESS_L1 | SHIPPING_ADDRESS_L2 | SHIPPING_CITY | SHIPPING_COUNTRY | SHIPPING_NAME | SHIPPING_PHONE | SHIPPING_STATE | SHIPPING_ZIP | USERAGENT
createVariable_name :: Lens' CreateVariable Text Source #
The name of the variable.
createVariable_dataType :: Lens' CreateVariable DataType Source #
The data type.
createVariable_dataSource :: Lens' CreateVariable DataSource Source #
The source of the data.
createVariable_defaultValue :: Lens' CreateVariable Text Source #
The default value for the variable when no value is received.
createVariableResponse_httpStatus :: Lens' CreateVariableResponse Int Source #
The response's http status code.
DeleteBatchImportJob
deleteBatchImportJob_jobId :: Lens' DeleteBatchImportJob Text Source #
The ID of the batch import job to delete.
deleteBatchImportJobResponse_httpStatus :: Lens' DeleteBatchImportJobResponse Int Source #
The response's http status code.
DeleteBatchPredictionJob
deleteBatchPredictionJob_jobId :: Lens' DeleteBatchPredictionJob Text Source #
The ID of the batch prediction job to delete.
deleteBatchPredictionJobResponse_httpStatus :: Lens' DeleteBatchPredictionJobResponse Int Source #
The response's http status code.
DeleteDetector
deleteDetector_detectorId :: Lens' DeleteDetector Text Source #
The ID of the detector to delete.
deleteDetectorResponse_httpStatus :: Lens' DeleteDetectorResponse Int Source #
The response's http status code.
DeleteDetectorVersion
deleteDetectorVersion_detectorId :: Lens' DeleteDetectorVersion Text Source #
The ID of the parent detector for the detector version to delete.
deleteDetectorVersion_detectorVersionId :: Lens' DeleteDetectorVersion Text Source #
The ID of the detector version to delete.
deleteDetectorVersionResponse_httpStatus :: Lens' DeleteDetectorVersionResponse Int Source #
The response's http status code.
DeleteEntityType
deleteEntityType_name :: Lens' DeleteEntityType Text Source #
The name of the entity type to delete.
deleteEntityTypeResponse_httpStatus :: Lens' DeleteEntityTypeResponse Int Source #
The response's http status code.
DeleteEvent
deleteEvent_deleteAuditHistory :: Lens' DeleteEvent (Maybe Bool) Source #
Specifies whether or not to delete any predictions associated with the event.
deleteEvent_eventId :: Lens' DeleteEvent Text Source #
The ID of the event to delete.
deleteEvent_eventTypeName :: Lens' DeleteEvent Text Source #
The name of the event type.
deleteEventResponse_httpStatus :: Lens' DeleteEventResponse Int Source #
The response's http status code.
DeleteEventType
deleteEventType_name :: Lens' DeleteEventType Text Source #
The name of the event type to delete.
deleteEventTypeResponse_httpStatus :: Lens' DeleteEventTypeResponse Int Source #
The response's http status code.
DeleteEventsByEventType
deleteEventsByEventType_eventTypeName :: Lens' DeleteEventsByEventType Text Source #
The name of the event type.
deleteEventsByEventTypeResponse_eventTypeName :: Lens' DeleteEventsByEventTypeResponse (Maybe Text) Source #
Name of event type for which to delete the events.
deleteEventsByEventTypeResponse_eventsDeletionStatus :: Lens' DeleteEventsByEventTypeResponse (Maybe Text) Source #
The status of the delete request.
deleteEventsByEventTypeResponse_httpStatus :: Lens' DeleteEventsByEventTypeResponse Int Source #
The response's http status code.
DeleteExternalModel
deleteExternalModel_modelEndpoint :: Lens' DeleteExternalModel Text Source #
The endpoint of the Amazon Sagemaker model to delete.
deleteExternalModelResponse_httpStatus :: Lens' DeleteExternalModelResponse Int Source #
The response's http status code.
DeleteLabel
deleteLabel_name :: Lens' DeleteLabel Text Source #
The name of the label to delete.
deleteLabelResponse_httpStatus :: Lens' DeleteLabelResponse Int Source #
The response's http status code.
DeleteModel
deleteModel_modelId :: Lens' DeleteModel Text Source #
The model ID of the model to delete.
deleteModel_modelType :: Lens' DeleteModel ModelTypeEnum Source #
The model type of the model to delete.
deleteModelResponse_httpStatus :: Lens' DeleteModelResponse Int Source #
The response's http status code.
DeleteModelVersion
deleteModelVersion_modelId :: Lens' DeleteModelVersion Text Source #
The model ID of the model version to delete.
deleteModelVersion_modelType :: Lens' DeleteModelVersion ModelTypeEnum Source #
The model type of the model version to delete.
deleteModelVersion_modelVersionNumber :: Lens' DeleteModelVersion Text Source #
The model version number of the model version to delete.
deleteModelVersionResponse_httpStatus :: Lens' DeleteModelVersionResponse Int Source #
The response's http status code.
DeleteOutcome
deleteOutcome_name :: Lens' DeleteOutcome Text Source #
The name of the outcome to delete.
deleteOutcomeResponse_httpStatus :: Lens' DeleteOutcomeResponse Int Source #
The response's http status code.
DeleteRule
deleteRule_rule :: Lens' DeleteRule Rule Source #
Undocumented member.
deleteRuleResponse_httpStatus :: Lens' DeleteRuleResponse Int Source #
The response's http status code.
DeleteVariable
deleteVariable_name :: Lens' DeleteVariable Text Source #
The name of the variable to delete.
deleteVariableResponse_httpStatus :: Lens' DeleteVariableResponse Int Source #
The response's http status code.
DescribeDetector
describeDetector_maxResults :: Lens' DescribeDetector (Maybe Natural) Source #
The maximum number of results to return for the request.
describeDetector_nextToken :: Lens' DescribeDetector (Maybe Text) Source #
The next token from the previous response.
describeDetector_detectorId :: Lens' DescribeDetector Text Source #
The detector ID.
describeDetectorResponse_arn :: Lens' DescribeDetectorResponse (Maybe Text) Source #
The detector ARN.
describeDetectorResponse_detectorId :: Lens' DescribeDetectorResponse (Maybe Text) Source #
The detector ID.
describeDetectorResponse_detectorVersionSummaries :: Lens' DescribeDetectorResponse (Maybe [DetectorVersionSummary]) Source #
The status and description for each detector version.
describeDetectorResponse_nextToken :: Lens' DescribeDetectorResponse (Maybe Text) Source #
The next token to be used for subsequent requests.
describeDetectorResponse_httpStatus :: Lens' DescribeDetectorResponse Int Source #
The response's http status code.
DescribeModelVersions
describeModelVersions_maxResults :: Lens' DescribeModelVersions (Maybe Natural) Source #
The maximum number of results to return.
describeModelVersions_modelId :: Lens' DescribeModelVersions (Maybe Text) Source #
The model ID.
describeModelVersions_modelType :: Lens' DescribeModelVersions (Maybe ModelTypeEnum) Source #
The model type.
describeModelVersions_modelVersionNumber :: Lens' DescribeModelVersions (Maybe Text) Source #
The model version number.
describeModelVersions_nextToken :: Lens' DescribeModelVersions (Maybe Text) Source #
The next token from the previous results.
describeModelVersionsResponse_modelVersionDetails :: Lens' DescribeModelVersionsResponse (Maybe [ModelVersionDetail]) Source #
The model version details.
describeModelVersionsResponse_nextToken :: Lens' DescribeModelVersionsResponse (Maybe Text) Source #
The next token.
describeModelVersionsResponse_httpStatus :: Lens' DescribeModelVersionsResponse Int Source #
The response's http status code.
GetBatchImportJobs
getBatchImportJobs_jobId :: Lens' GetBatchImportJobs (Maybe Text) Source #
The ID of the batch import job to get.
getBatchImportJobs_maxResults :: Lens' GetBatchImportJobs (Maybe Natural) Source #
The maximum number of objects to return for request.
getBatchImportJobs_nextToken :: Lens' GetBatchImportJobs (Maybe Text) Source #
The next token from the previous request.
getBatchImportJobsResponse_batchImports :: Lens' GetBatchImportJobsResponse (Maybe [BatchImport]) Source #
An array containing the details of each batch import job.
getBatchImportJobsResponse_nextToken :: Lens' GetBatchImportJobsResponse (Maybe Text) Source #
The next token for the subsequent resquest.
getBatchImportJobsResponse_httpStatus :: Lens' GetBatchImportJobsResponse Int Source #
The response's http status code.
GetBatchPredictionJobs
getBatchPredictionJobs_jobId :: Lens' GetBatchPredictionJobs (Maybe Text) Source #
The batch prediction job for which to get the details.
getBatchPredictionJobs_maxResults :: Lens' GetBatchPredictionJobs (Maybe Natural) Source #
The maximum number of objects to return for the request.
getBatchPredictionJobs_nextToken :: Lens' GetBatchPredictionJobs (Maybe Text) Source #
The next token from the previous request.
getBatchPredictionJobsResponse_batchPredictions :: Lens' GetBatchPredictionJobsResponse (Maybe [BatchPrediction]) Source #
An array containing the details of each batch prediction job.
getBatchPredictionJobsResponse_nextToken :: Lens' GetBatchPredictionJobsResponse (Maybe Text) Source #
The next token for the subsequent request.
getBatchPredictionJobsResponse_httpStatus :: Lens' GetBatchPredictionJobsResponse Int Source #
The response's http status code.
GetDeleteEventsByEventTypeStatus
getDeleteEventsByEventTypeStatus_eventTypeName :: Lens' GetDeleteEventsByEventTypeStatus Text Source #
Name of event type for which to get the deletion status.
getDeleteEventsByEventTypeStatusResponse_eventTypeName :: Lens' GetDeleteEventsByEventTypeStatusResponse (Maybe Text) Source #
The event type name.
getDeleteEventsByEventTypeStatusResponse_eventsDeletionStatus :: Lens' GetDeleteEventsByEventTypeStatusResponse (Maybe AsyncJobStatus) Source #
The deletion status.
getDeleteEventsByEventTypeStatusResponse_httpStatus :: Lens' GetDeleteEventsByEventTypeStatusResponse Int Source #
The response's http status code.
GetDetectorVersion
getDetectorVersion_detectorId :: Lens' GetDetectorVersion Text Source #
The detector ID.
getDetectorVersion_detectorVersionId :: Lens' GetDetectorVersion Text Source #
The detector version ID.
getDetectorVersionResponse_arn :: Lens' GetDetectorVersionResponse (Maybe Text) Source #
The detector version ARN.
getDetectorVersionResponse_createdTime :: Lens' GetDetectorVersionResponse (Maybe Text) Source #
The timestamp when the detector version was created.
getDetectorVersionResponse_description :: Lens' GetDetectorVersionResponse (Maybe Text) Source #
The detector version description.
getDetectorVersionResponse_detectorId :: Lens' GetDetectorVersionResponse (Maybe Text) Source #
The detector ID.
getDetectorVersionResponse_detectorVersionId :: Lens' GetDetectorVersionResponse (Maybe Text) Source #
The detector version ID.
getDetectorVersionResponse_externalModelEndpoints :: Lens' GetDetectorVersionResponse (Maybe [Text]) Source #
The Amazon SageMaker model endpoints included in the detector version.
getDetectorVersionResponse_lastUpdatedTime :: Lens' GetDetectorVersionResponse (Maybe Text) Source #
The timestamp when the detector version was last updated.
getDetectorVersionResponse_modelVersions :: Lens' GetDetectorVersionResponse (Maybe [ModelVersion]) Source #
The model versions included in the detector version.
getDetectorVersionResponse_ruleExecutionMode :: Lens' GetDetectorVersionResponse (Maybe RuleExecutionMode) Source #
The execution mode of the rule in the dectector
FIRST_MATCHED
indicates that Amazon Fraud Detector evaluates rules
sequentially, first to last, stopping at the first matched rule. Amazon
Fraud dectector then provides the outcomes for that single rule.
ALL_MATCHED
indicates that Amazon Fraud Detector evaluates all rules
and returns the outcomes for all matched rules. You can define and edit
the rule mode at the detector version level, when it is in draft status.
getDetectorVersionResponse_rules :: Lens' GetDetectorVersionResponse (Maybe [Rule]) Source #
The rules included in the detector version.
getDetectorVersionResponse_status :: Lens' GetDetectorVersionResponse (Maybe DetectorVersionStatus) Source #
The status of the detector version.
getDetectorVersionResponse_httpStatus :: Lens' GetDetectorVersionResponse Int Source #
The response's http status code.
GetDetectors
getDetectors_detectorId :: Lens' GetDetectors (Maybe Text) Source #
The detector ID.
getDetectors_maxResults :: Lens' GetDetectors (Maybe Natural) Source #
The maximum number of objects to return for the request.
getDetectors_nextToken :: Lens' GetDetectors (Maybe Text) Source #
The next token for the subsequent request.
getDetectorsResponse_detectors :: Lens' GetDetectorsResponse (Maybe [Detector]) Source #
The detectors.
getDetectorsResponse_nextToken :: Lens' GetDetectorsResponse (Maybe Text) Source #
The next page token.
getDetectorsResponse_httpStatus :: Lens' GetDetectorsResponse Int Source #
The response's http status code.
GetEntityTypes
getEntityTypes_maxResults :: Lens' GetEntityTypes (Maybe Natural) Source #
The maximum number of objects to return for the request.
getEntityTypes_name :: Lens' GetEntityTypes (Maybe Text) Source #
The name.
getEntityTypes_nextToken :: Lens' GetEntityTypes (Maybe Text) Source #
The next token for the subsequent request.
getEntityTypesResponse_entityTypes :: Lens' GetEntityTypesResponse (Maybe [EntityType]) Source #
An array of entity types.
getEntityTypesResponse_nextToken :: Lens' GetEntityTypesResponse (Maybe Text) Source #
The next page token.
getEntityTypesResponse_httpStatus :: Lens' GetEntityTypesResponse Int Source #
The response's http status code.
GetEvent
getEventResponse_event :: Lens' GetEventResponse (Maybe Event) Source #
The details of the event.
getEventResponse_httpStatus :: Lens' GetEventResponse Int Source #
The response's http status code.
GetEventPrediction
getEventPrediction_detectorVersionId :: Lens' GetEventPrediction (Maybe Text) Source #
The detector version ID.
getEventPrediction_externalModelEndpointDataBlobs :: Lens' GetEventPrediction (Maybe (HashMap Text ModelEndpointDataBlob)) Source #
The Amazon SageMaker model endpoint input data blobs.
getEventPrediction_detectorId :: Lens' GetEventPrediction Text Source #
The detector ID.
getEventPrediction_eventId :: Lens' GetEventPrediction Text Source #
The unique ID used to identify the event.
getEventPrediction_eventTypeName :: Lens' GetEventPrediction Text Source #
The event type associated with the detector specified for the prediction.
getEventPrediction_entities :: Lens' GetEventPrediction [Entity] Source #
The entity type (associated with the detector's event type) and specific entity ID representing who performed the event. If an entity id is not available, use "UNKNOWN."
getEventPrediction_eventTimestamp :: Lens' GetEventPrediction Text Source #
Timestamp that defines when the event under evaluation occurred. The timestamp must be specified using ISO 8601 standard in UTC.
getEventPrediction_eventVariables :: Lens' GetEventPrediction (HashMap Text Text) Source #
Names of the event type's variables you defined in Amazon Fraud Detector to represent data elements and their corresponding values for the event you are sending for evaluation.
You must provide at least one eventVariable
To ensure most accurate fraud prediction and to simplify your data preparation, Amazon Fraud Detector will replace all missing variables or values as follows:
For Amazon Fraud Detector trained models:
If a null value is provided explicitly for a variable or if a variable is missing, model will replace the null value or the missing variable (no variable name in the eventVariables map) with calculated default mean/medians for numeric variables and with special values for categorical variables.
For imported SageMaker models:
If a null value is provided explicitly for a variable, the model and rules will use “null” as the value. If a variable is not provided (no variable name in the eventVariables map), model and rules will use the default value that is provided for the variable.
getEventPredictionResponse_externalModelOutputs :: Lens' GetEventPredictionResponse (Maybe [ExternalModelOutputs]) Source #
The model scores for Amazon SageMaker models.
getEventPredictionResponse_modelScores :: Lens' GetEventPredictionResponse (Maybe [ModelScores]) Source #
The model scores. Amazon Fraud Detector generates model scores between 0 and 1000, where 0 is low fraud risk and 1000 is high fraud risk. Model scores are directly related to the false positive rate (FPR). For example, a score of 600 corresponds to an estimated 10% false positive rate whereas a score of 900 corresponds to an estimated 2% false positive rate.
getEventPredictionResponse_ruleResults :: Lens' GetEventPredictionResponse (Maybe [RuleResult]) Source #
The results from the rules.
getEventPredictionResponse_httpStatus :: Lens' GetEventPredictionResponse Int Source #
The response's http status code.
GetEventPredictionMetadata
getEventPredictionMetadata_eventId :: Lens' GetEventPredictionMetadata Text Source #
The event ID.
getEventPredictionMetadata_eventTypeName :: Lens' GetEventPredictionMetadata Text Source #
The event type associated with the detector specified for the prediction.
getEventPredictionMetadata_detectorId :: Lens' GetEventPredictionMetadata Text Source #
The detector ID.
getEventPredictionMetadata_detectorVersionId :: Lens' GetEventPredictionMetadata Text Source #
The detector version ID.
getEventPredictionMetadata_predictionTimestamp :: Lens' GetEventPredictionMetadata Text Source #
The timestamp that defines when the prediction was generated. The timestamp must be specified using ISO 8601 standard in UTC.
We recommend calling
ListEventPredictions
first, and using the predictionTimestamp
value in the response to
provide an accurate prediction timestamp value.
getEventPredictionMetadataResponse_detectorId :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The detector ID.
getEventPredictionMetadataResponse_detectorVersionId :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The detector version ID.
getEventPredictionMetadataResponse_detectorVersionStatus :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The status of the detector version.
getEventPredictionMetadataResponse_entityId :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The entity ID.
getEventPredictionMetadataResponse_entityType :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The entity type.
getEventPredictionMetadataResponse_evaluatedExternalModels :: Lens' GetEventPredictionMetadataResponse (Maybe [EvaluatedExternalModel]) Source #
External (Amazon SageMaker) models that were evaluated for generating predictions.
getEventPredictionMetadataResponse_evaluatedModelVersions :: Lens' GetEventPredictionMetadataResponse (Maybe [EvaluatedModelVersion]) Source #
Model versions that were evaluated for generating predictions.
getEventPredictionMetadataResponse_eventId :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The event ID.
getEventPredictionMetadataResponse_eventTimestamp :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The timestamp for when the prediction was generated for the associated event ID.
getEventPredictionMetadataResponse_eventTypeName :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The event type associated with the detector specified for this prediction.
getEventPredictionMetadataResponse_eventVariables :: Lens' GetEventPredictionMetadataResponse (Maybe [EventVariableSummary]) Source #
A list of event variables that influenced the prediction scores.
getEventPredictionMetadataResponse_outcomes :: Lens' GetEventPredictionMetadataResponse (Maybe [Text]) Source #
The outcomes of the matched rule, based on the rule execution mode.
getEventPredictionMetadataResponse_predictionTimestamp :: Lens' GetEventPredictionMetadataResponse (Maybe Text) Source #
The timestamp that defines when the prediction was generated.
getEventPredictionMetadataResponse_ruleExecutionMode :: Lens' GetEventPredictionMetadataResponse (Maybe RuleExecutionMode) Source #
The execution mode of the rule used for evaluating variable values.
getEventPredictionMetadataResponse_rules :: Lens' GetEventPredictionMetadataResponse (Maybe [EvaluatedRule]) Source #
List of rules associated with the detector version that were used for evaluating variable values.
getEventPredictionMetadataResponse_httpStatus :: Lens' GetEventPredictionMetadataResponse Int Source #
The response's http status code.
GetEventTypes
getEventTypes_maxResults :: Lens' GetEventTypes (Maybe Natural) Source #
The maximum number of objects to return for the request.
getEventTypes_name :: Lens' GetEventTypes (Maybe Text) Source #
The name.
getEventTypes_nextToken :: Lens' GetEventTypes (Maybe Text) Source #
The next token for the subsequent request.
getEventTypesResponse_eventTypes :: Lens' GetEventTypesResponse (Maybe [EventType]) Source #
An array of event types.
getEventTypesResponse_nextToken :: Lens' GetEventTypesResponse (Maybe Text) Source #
The next page token.
getEventTypesResponse_httpStatus :: Lens' GetEventTypesResponse Int Source #
The response's http status code.
GetExternalModels
getExternalModels_maxResults :: Lens' GetExternalModels (Maybe Natural) Source #
The maximum number of objects to return for the request.
getExternalModels_modelEndpoint :: Lens' GetExternalModels (Maybe Text) Source #
The Amazon SageMaker model endpoint.
getExternalModels_nextToken :: Lens' GetExternalModels (Maybe Text) Source #
The next page token for the request.
getExternalModelsResponse_externalModels :: Lens' GetExternalModelsResponse (Maybe [ExternalModel]) Source #
Gets the Amazon SageMaker models.
getExternalModelsResponse_nextToken :: Lens' GetExternalModelsResponse (Maybe Text) Source #
The next page token to be used in subsequent requests.
getExternalModelsResponse_httpStatus :: Lens' GetExternalModelsResponse Int Source #
The response's http status code.
GetKMSEncryptionKey
getKMSEncryptionKeyResponse_kmsKey :: Lens' GetKMSEncryptionKeyResponse (Maybe KMSKey) Source #
The KMS encryption key.
getKMSEncryptionKeyResponse_httpStatus :: Lens' GetKMSEncryptionKeyResponse Int Source #
The response's http status code.
GetLabels
getLabels_maxResults :: Lens' GetLabels (Maybe Natural) Source #
The maximum number of objects to return for the request.
getLabels_nextToken :: Lens' GetLabels (Maybe Text) Source #
The next token for the subsequent request.
getLabelsResponse_labels :: Lens' GetLabelsResponse (Maybe [Label]) Source #
An array of labels.
getLabelsResponse_nextToken :: Lens' GetLabelsResponse (Maybe Text) Source #
The next page token.
getLabelsResponse_httpStatus :: Lens' GetLabelsResponse Int Source #
The response's http status code.
GetModelVersion
getModelVersion_modelId :: Lens' GetModelVersion Text Source #
The model ID.
getModelVersion_modelType :: Lens' GetModelVersion ModelTypeEnum Source #
The model type.
getModelVersion_modelVersionNumber :: Lens' GetModelVersion Text Source #
The model version number.
getModelVersionResponse_arn :: Lens' GetModelVersionResponse (Maybe Text) Source #
The model version ARN.
getModelVersionResponse_externalEventsDetail :: Lens' GetModelVersionResponse (Maybe ExternalEventsDetail) Source #
The details of the external events data used for training the model
version. This will be populated if the trainingDataSource
is
EXTERNAL_EVENTS
getModelVersionResponse_ingestedEventsDetail :: Lens' GetModelVersionResponse (Maybe IngestedEventsDetail) Source #
The details of the ingested events data used for training the model
version. This will be populated if the trainingDataSource
is
INGESTED_EVENTS
.
getModelVersionResponse_modelId :: Lens' GetModelVersionResponse (Maybe Text) Source #
The model ID.
getModelVersionResponse_modelType :: Lens' GetModelVersionResponse (Maybe ModelTypeEnum) Source #
The model type.
getModelVersionResponse_modelVersionNumber :: Lens' GetModelVersionResponse (Maybe Text) Source #
The model version number.
getModelVersionResponse_status :: Lens' GetModelVersionResponse (Maybe Text) Source #
The model version status.
Possible values are:
TRAINING_IN_PROGRESS
TRAINING_COMPLETE
ACTIVATE_REQUESTED
ACTIVATE_IN_PROGRESS
ACTIVE
INACTIVATE_REQUESTED
INACTIVATE_IN_PROGRESS
INACTIVE
ERROR
getModelVersionResponse_trainingDataSchema :: Lens' GetModelVersionResponse (Maybe TrainingDataSchema) Source #
The training data schema.
getModelVersionResponse_trainingDataSource :: Lens' GetModelVersionResponse (Maybe TrainingDataSourceEnum) Source #
The training data source.
getModelVersionResponse_httpStatus :: Lens' GetModelVersionResponse Int Source #
The response's http status code.
GetModels
getModels_maxResults :: Lens' GetModels (Maybe Natural) Source #
The maximum number of objects to return for the request.
getModels_modelType :: Lens' GetModels (Maybe ModelTypeEnum) Source #
The model type.
getModels_nextToken :: Lens' GetModels (Maybe Text) Source #
The next token for the subsequent request.
getModelsResponse_models :: Lens' GetModelsResponse (Maybe [Model]) Source #
The array of models.
getModelsResponse_nextToken :: Lens' GetModelsResponse (Maybe Text) Source #
The next page token to be used in subsequent requests.
getModelsResponse_httpStatus :: Lens' GetModelsResponse Int Source #
The response's http status code.
GetOutcomes
getOutcomes_maxResults :: Lens' GetOutcomes (Maybe Natural) Source #
The maximum number of objects to return for the request.
getOutcomes_name :: Lens' GetOutcomes (Maybe Text) Source #
The name of the outcome or outcomes to get.
getOutcomes_nextToken :: Lens' GetOutcomes (Maybe Text) Source #
The next page token for the request.
getOutcomesResponse_nextToken :: Lens' GetOutcomesResponse (Maybe Text) Source #
The next page token for subsequent requests.
getOutcomesResponse_outcomes :: Lens' GetOutcomesResponse (Maybe [Outcome]) Source #
The outcomes.
getOutcomesResponse_httpStatus :: Lens' GetOutcomesResponse Int Source #
The response's http status code.
GetRules
getRules_maxResults :: Lens' GetRules (Maybe Natural) Source #
The maximum number of rules to return for the request.
getRulesResponse_nextToken :: Lens' GetRulesResponse (Maybe Text) Source #
The next page token to be used in subsequent requests.
getRulesResponse_ruleDetails :: Lens' GetRulesResponse (Maybe [RuleDetail]) Source #
The details of the requested rule.
getRulesResponse_httpStatus :: Lens' GetRulesResponse Int Source #
The response's http status code.
GetVariables
getVariables_maxResults :: Lens' GetVariables (Maybe Natural) Source #
The max size per page determined for the get variable request.
getVariables_name :: Lens' GetVariables (Maybe Text) Source #
The name of the variable.
getVariables_nextToken :: Lens' GetVariables (Maybe Text) Source #
The next page token of the get variable request.
getVariablesResponse_nextToken :: Lens' GetVariablesResponse (Maybe Text) Source #
The next page token to be used in subsequent requests.
getVariablesResponse_variables :: Lens' GetVariablesResponse (Maybe [Variable]) Source #
The names of the variables returned.
getVariablesResponse_httpStatus :: Lens' GetVariablesResponse Int Source #
The response's http status code.
ListEventPredictions
listEventPredictions_detectorId :: Lens' ListEventPredictions (Maybe FilterCondition) Source #
The detector ID.
listEventPredictions_detectorVersionId :: Lens' ListEventPredictions (Maybe FilterCondition) Source #
The detector version ID.
listEventPredictions_eventId :: Lens' ListEventPredictions (Maybe FilterCondition) Source #
The event ID.
listEventPredictions_eventType :: Lens' ListEventPredictions (Maybe FilterCondition) Source #
The event type associated with the detector.
listEventPredictions_maxResults :: Lens' ListEventPredictions (Maybe Natural) Source #
The maximum number of predictions to return for the request.
listEventPredictions_nextToken :: Lens' ListEventPredictions (Maybe Text) Source #
Identifies the next page of results to return. Use the token to make the call again to retrieve the next page. Keep all other arguments unchanged. Each pagination token expires after 24 hours.
listEventPredictions_predictionTimeRange :: Lens' ListEventPredictions (Maybe PredictionTimeRange) Source #
The time period for when the predictions were generated.
listEventPredictionsResponse_eventPredictionSummaries :: Lens' ListEventPredictionsResponse (Maybe [EventPredictionSummary]) Source #
The summary of the past predictions.
listEventPredictionsResponse_nextToken :: Lens' ListEventPredictionsResponse (Maybe Text) Source #
Identifies the next page of results to return. Use the token to make the call again to retrieve the next page. Keep all other arguments unchanged. Each pagination token expires after 24 hours.
listEventPredictionsResponse_httpStatus :: Lens' ListEventPredictionsResponse Int Source #
The response's http status code.
ListTagsForResource
listTagsForResource_maxResults :: Lens' ListTagsForResource (Maybe Natural) Source #
The maximum number of objects to return for the request.
listTagsForResource_nextToken :: Lens' ListTagsForResource (Maybe Text) Source #
The next token from the previous results.
listTagsForResource_resourceARN :: Lens' ListTagsForResource Text Source #
The ARN that specifies the resource whose tags you want to list.
listTagsForResourceResponse_nextToken :: Lens' ListTagsForResourceResponse (Maybe Text) Source #
The next token for subsequent requests.
listTagsForResourceResponse_tags :: Lens' ListTagsForResourceResponse (Maybe [Tag]) Source #
A collection of key and value pairs.
listTagsForResourceResponse_httpStatus :: Lens' ListTagsForResourceResponse Int Source #
The response's http status code.
PutDetector
putDetector_description :: Lens' PutDetector (Maybe Text) Source #
The description of the detector.
putDetector_tags :: Lens' PutDetector (Maybe [Tag]) Source #
A collection of key and value pairs.
putDetector_detectorId :: Lens' PutDetector Text Source #
The detector ID.
putDetector_eventTypeName :: Lens' PutDetector Text Source #
The name of the event type.
putDetectorResponse_httpStatus :: Lens' PutDetectorResponse Int Source #
The response's http status code.
PutEntityType
putEntityType_description :: Lens' PutEntityType (Maybe Text) Source #
The description.
putEntityType_tags :: Lens' PutEntityType (Maybe [Tag]) Source #
A collection of key and value pairs.
putEntityType_name :: Lens' PutEntityType Text Source #
The name of the entity type.
putEntityTypeResponse_httpStatus :: Lens' PutEntityTypeResponse Int Source #
The response's http status code.
PutEventType
putEventType_description :: Lens' PutEventType (Maybe Text) Source #
The description of the event type.
putEventType_eventIngestion :: Lens' PutEventType (Maybe EventIngestion) Source #
Specifies if ingenstion is enabled or disabled.
putEventType_labels :: Lens' PutEventType (Maybe [Text]) Source #
The event type labels.
putEventType_tags :: Lens' PutEventType (Maybe [Tag]) Source #
A collection of key and value pairs.
putEventType_name :: Lens' PutEventType Text Source #
The name.
putEventType_eventVariables :: Lens' PutEventType (NonEmpty Text) Source #
The event type variables.
putEventType_entityTypes :: Lens' PutEventType (NonEmpty Text) Source #
The entity type for the event type. Example entity types: customer, merchant, account.
putEventTypeResponse_httpStatus :: Lens' PutEventTypeResponse Int Source #
The response's http status code.
PutExternalModel
putExternalModel_tags :: Lens' PutExternalModel (Maybe [Tag]) Source #
A collection of key and value pairs.
putExternalModel_modelEndpoint :: Lens' PutExternalModel Text Source #
The model endpoints name.
putExternalModel_modelSource :: Lens' PutExternalModel ModelSource Source #
The source of the model.
putExternalModel_invokeModelEndpointRoleArn :: Lens' PutExternalModel Text Source #
The IAM role used to invoke the model endpoint.
putExternalModel_inputConfiguration :: Lens' PutExternalModel ModelInputConfiguration Source #
The model endpoint input configuration.
putExternalModel_outputConfiguration :: Lens' PutExternalModel ModelOutputConfiguration Source #
The model endpoint output configuration.
putExternalModel_modelEndpointStatus :: Lens' PutExternalModel ModelEndpointStatus Source #
The model endpoint’s status in Amazon Fraud Detector.
putExternalModelResponse_httpStatus :: Lens' PutExternalModelResponse Int Source #
The response's http status code.
PutKMSEncryptionKey
putKMSEncryptionKey_kmsEncryptionKeyArn :: Lens' PutKMSEncryptionKey Text Source #
The KMS encryption key ARN.
The KMS key must be single-Region key. Amazon Fraud Detector does not support multi-Region KMS key.
putKMSEncryptionKeyResponse_httpStatus :: Lens' PutKMSEncryptionKeyResponse Int Source #
The response's http status code.
PutLabel
putLabelResponse_httpStatus :: Lens' PutLabelResponse Int Source #
The response's http status code.
PutOutcome
putOutcome_description :: Lens' PutOutcome (Maybe Text) Source #
The outcome description.
putOutcome_tags :: Lens' PutOutcome (Maybe [Tag]) Source #
A collection of key and value pairs.
putOutcome_name :: Lens' PutOutcome Text Source #
The name of the outcome.
putOutcomeResponse_httpStatus :: Lens' PutOutcomeResponse Int Source #
The response's http status code.
SendEvent
sendEvent_assignedLabel :: Lens' SendEvent (Maybe Text) Source #
The label to associate with the event. Required if specifying
labelTimestamp
.
sendEvent_labelTimestamp :: Lens' SendEvent (Maybe Text) Source #
The timestamp associated with the label. Required if specifying
assignedLabel
.
sendEvent_eventTimestamp :: Lens' SendEvent Text Source #
The timestamp that defines when the event under evaluation occurred. The timestamp must be specified using ISO 8601 standard in UTC.
sendEvent_eventVariables :: Lens' SendEvent (HashMap Text Text) Source #
Names of the event type's variables you defined in Amazon Fraud Detector to represent data elements and their corresponding values for the event you are sending for evaluation.
sendEventResponse_httpStatus :: Lens' SendEventResponse Int Source #
The response's http status code.
TagResource
tagResource_resourceARN :: Lens' TagResource Text Source #
The resource ARN.
tagResource_tags :: Lens' TagResource [Tag] Source #
The tags to assign to the resource.
tagResourceResponse_httpStatus :: Lens' TagResourceResponse Int Source #
The response's http status code.
UntagResource
untagResource_resourceARN :: Lens' UntagResource Text Source #
The ARN of the resource from which to remove the tag.
untagResource_tagKeys :: Lens' UntagResource [Text] Source #
The resource ARN.
untagResourceResponse_httpStatus :: Lens' UntagResourceResponse Int Source #
The response's http status code.
UpdateDetectorVersion
updateDetectorVersion_description :: Lens' UpdateDetectorVersion (Maybe Text) Source #
The detector version description.
updateDetectorVersion_modelVersions :: Lens' UpdateDetectorVersion (Maybe [ModelVersion]) Source #
The model versions to include in the detector version.
updateDetectorVersion_ruleExecutionMode :: Lens' UpdateDetectorVersion (Maybe RuleExecutionMode) Source #
The rule execution mode to add to the detector.
If you specify FIRST_MATCHED
, Amazon Fraud Detector evaluates rules
sequentially, first to last, stopping at the first matched rule. Amazon
Fraud dectector then provides the outcomes for that single rule.
If you specifiy ALL_MATCHED
, Amazon Fraud Detector evaluates all rules
and returns the outcomes for all matched rules. You can define and edit
the rule mode at the detector version level, when it is in draft status.
The default behavior is FIRST_MATCHED
.
updateDetectorVersion_detectorId :: Lens' UpdateDetectorVersion Text Source #
The parent detector ID for the detector version you want to update.
updateDetectorVersion_detectorVersionId :: Lens' UpdateDetectorVersion Text Source #
The detector version ID.
updateDetectorVersion_externalModelEndpoints :: Lens' UpdateDetectorVersion [Text] Source #
The Amazon SageMaker model endpoints to include in the detector version.
updateDetectorVersion_rules :: Lens' UpdateDetectorVersion [Rule] Source #
The rules to include in the detector version.
updateDetectorVersionResponse_httpStatus :: Lens' UpdateDetectorVersionResponse Int Source #
The response's http status code.
UpdateDetectorVersionMetadata
updateDetectorVersionMetadata_detectorId :: Lens' UpdateDetectorVersionMetadata Text Source #
The detector ID.
updateDetectorVersionMetadata_detectorVersionId :: Lens' UpdateDetectorVersionMetadata Text Source #
The detector version ID.
updateDetectorVersionMetadata_description :: Lens' UpdateDetectorVersionMetadata Text Source #
The description.
updateDetectorVersionMetadataResponse_httpStatus :: Lens' UpdateDetectorVersionMetadataResponse Int Source #
The response's http status code.
UpdateDetectorVersionStatus
updateDetectorVersionStatus_detectorId :: Lens' UpdateDetectorVersionStatus Text Source #
The detector ID.
updateDetectorVersionStatus_detectorVersionId :: Lens' UpdateDetectorVersionStatus Text Source #
The detector version ID.
updateDetectorVersionStatus_status :: Lens' UpdateDetectorVersionStatus DetectorVersionStatus Source #
The new status.
The only supported values are ACTIVE
and INACTIVE
updateDetectorVersionStatusResponse_httpStatus :: Lens' UpdateDetectorVersionStatusResponse Int Source #
The response's http status code.
UpdateEventLabel
updateEventLabel_eventId :: Lens' UpdateEventLabel Text Source #
The ID of the event associated with the label to update.
updateEventLabel_eventTypeName :: Lens' UpdateEventLabel Text Source #
The event type of the event associated with the label to update.
updateEventLabel_assignedLabel :: Lens' UpdateEventLabel Text Source #
The new label to assign to the event.
updateEventLabel_labelTimestamp :: Lens' UpdateEventLabel Text Source #
The timestamp associated with the label. The timestamp must be specified using ISO 8601 standard in UTC.
updateEventLabelResponse_httpStatus :: Lens' UpdateEventLabelResponse Int Source #
The response's http status code.
UpdateModel
updateModel_description :: Lens' UpdateModel (Maybe Text) Source #
The new model description.
updateModel_modelId :: Lens' UpdateModel Text Source #
The model ID.
updateModel_modelType :: Lens' UpdateModel ModelTypeEnum Source #
The model type.
updateModelResponse_httpStatus :: Lens' UpdateModelResponse Int Source #
The response's http status code.
UpdateModelVersion
updateModelVersion_externalEventsDetail :: Lens' UpdateModelVersion (Maybe ExternalEventsDetail) Source #
The details of the external events data used for training the model
version. Required if trainingDataSource
is EXTERNAL_EVENTS
.
updateModelVersion_ingestedEventsDetail :: Lens' UpdateModelVersion (Maybe IngestedEventsDetail) Source #
The details of the ingested event used for training the model version.
Required if your trainingDataSource
is INGESTED_EVENTS
.
updateModelVersion_tags :: Lens' UpdateModelVersion (Maybe [Tag]) Source #
A collection of key and value pairs.
updateModelVersion_modelId :: Lens' UpdateModelVersion Text Source #
The model ID.
updateModelVersion_modelType :: Lens' UpdateModelVersion ModelTypeEnum Source #
The model type.
updateModelVersion_majorVersionNumber :: Lens' UpdateModelVersion Text Source #
The major version number.
updateModelVersionResponse_modelId :: Lens' UpdateModelVersionResponse (Maybe Text) Source #
The model ID.
updateModelVersionResponse_modelType :: Lens' UpdateModelVersionResponse (Maybe ModelTypeEnum) Source #
The model type.
updateModelVersionResponse_modelVersionNumber :: Lens' UpdateModelVersionResponse (Maybe Text) Source #
The model version number of the model version updated.
updateModelVersionResponse_status :: Lens' UpdateModelVersionResponse (Maybe Text) Source #
The status of the updated model version.
updateModelVersionResponse_httpStatus :: Lens' UpdateModelVersionResponse Int Source #
The response's http status code.
UpdateModelVersionStatus
updateModelVersionStatus_modelId :: Lens' UpdateModelVersionStatus Text Source #
The model ID of the model version to update.
updateModelVersionStatus_modelType :: Lens' UpdateModelVersionStatus ModelTypeEnum Source #
The model type.
updateModelVersionStatus_modelVersionNumber :: Lens' UpdateModelVersionStatus Text Source #
The model version number.
updateModelVersionStatus_status :: Lens' UpdateModelVersionStatus ModelVersionStatus Source #
The model version status.
updateModelVersionStatusResponse_httpStatus :: Lens' UpdateModelVersionStatusResponse Int Source #
The response's http status code.
UpdateRuleMetadata
updateRuleMetadata_rule :: Lens' UpdateRuleMetadata Rule Source #
The rule to update.
updateRuleMetadata_description :: Lens' UpdateRuleMetadata Text Source #
The rule description.
updateRuleMetadataResponse_httpStatus :: Lens' UpdateRuleMetadataResponse Int Source #
The response's http status code.
UpdateRuleVersion
updateRuleVersion_description :: Lens' UpdateRuleVersion (Maybe Text) Source #
The description.
updateRuleVersion_tags :: Lens' UpdateRuleVersion (Maybe [Tag]) Source #
The tags to assign to the rule version.
updateRuleVersion_rule :: Lens' UpdateRuleVersion Rule Source #
The rule to update.
updateRuleVersion_expression :: Lens' UpdateRuleVersion Text Source #
The rule expression.
updateRuleVersion_language :: Lens' UpdateRuleVersion Language Source #
The language.
updateRuleVersion_outcomes :: Lens' UpdateRuleVersion (NonEmpty Text) Source #
The outcomes.
updateRuleVersionResponse_rule :: Lens' UpdateRuleVersionResponse (Maybe Rule) Source #
The new rule version that was created.
updateRuleVersionResponse_httpStatus :: Lens' UpdateRuleVersionResponse Int Source #
The response's http status code.
UpdateVariable
updateVariable_defaultValue :: Lens' UpdateVariable (Maybe Text) Source #
The new default value of the variable.
updateVariable_description :: Lens' UpdateVariable (Maybe Text) Source #
The new description.
updateVariable_variableType :: Lens' UpdateVariable (Maybe Text) Source #
The variable type. For more information see Variable types.
updateVariable_name :: Lens' UpdateVariable Text Source #
The name of the variable.
updateVariableResponse_httpStatus :: Lens' UpdateVariableResponse Int Source #
The response's http status code.
Types
ATIMetricDataPoint
aTIMetricDataPoint_adr :: Lens' ATIMetricDataPoint (Maybe Double) Source #
The anomaly discovery rate. This metric quantifies the percentage of anomalies that can be detected by the model at the selected score threshold. A lower score threshold increases the percentage of anomalies captured by the model, but would also require challenging a larger percentage of login events, leading to a higher customer friction.
aTIMetricDataPoint_atodr :: Lens' ATIMetricDataPoint (Maybe Double) Source #
The account takeover discovery rate. This metric quantifies the percentage of account compromise events that can be detected by the model at the selected score threshold. This metric is only available if 50 or more entities with at-least one labeled account takeover event is present in the ingested dataset.
aTIMetricDataPoint_cr :: Lens' ATIMetricDataPoint (Maybe Double) Source #
The challenge rate. This indicates the percentage of login events that the model recommends to challenge such as one-time password, multi-factor authentication, and investigations.
aTIMetricDataPoint_threshold :: Lens' ATIMetricDataPoint (Maybe Double) Source #
The model's threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.
ATIModelPerformance
aTIModelPerformance_asi :: Lens' ATIModelPerformance (Maybe Double) Source #
The anomaly separation index (ASI) score. This metric summarizes the overall ability of the model to separate anomalous activities from the normal behavior. Depending on the business, a large fraction of these anomalous activities can be malicious and correspond to the account takeover attacks. A model with no separability power will have the lowest possible ASI score of 0.5, whereas the a model with a high separability power will have the highest possible ASI score of 1.0
ATITrainingMetricsValue
aTITrainingMetricsValue_metricDataPoints :: Lens' ATITrainingMetricsValue (Maybe [ATIMetricDataPoint]) Source #
The model's performance metrics data points.
aTITrainingMetricsValue_modelPerformance :: Lens' ATITrainingMetricsValue (Maybe ATIModelPerformance) Source #
The model's overall performance scores.
AggregatedLogOddsMetric
aggregatedLogOddsMetric_variableNames :: Lens' AggregatedLogOddsMetric [Text] Source #
The names of all the variables.
aggregatedLogOddsMetric_aggregatedVariablesImportance :: Lens' AggregatedLogOddsMetric Double Source #
The relative importance of the variables in the list to the other event variable.
AggregatedVariablesImpactExplanation
aggregatedVariablesImpactExplanation_eventVariableNames :: Lens' AggregatedVariablesImpactExplanation (Maybe [Text]) Source #
The names of all the event variables that were used to derive the aggregated variables.
aggregatedVariablesImpactExplanation_logOddsImpact :: Lens' AggregatedVariablesImpactExplanation (Maybe Double) Source #
The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to +10, but range from -infinity to +infinity.
- A positive value indicates that the variables drove the risk score up.
- A negative value indicates that the variables drove the risk score down.
aggregatedVariablesImpactExplanation_relativeImpact :: Lens' AggregatedVariablesImpactExplanation (Maybe Text) Source #
The relative impact of the aggregated variables in terms of magnitude on the prediction scores.
AggregatedVariablesImportanceMetrics
aggregatedVariablesImportanceMetrics_logOddsMetrics :: Lens' AggregatedVariablesImportanceMetrics (Maybe [AggregatedLogOddsMetric]) Source #
List of variables' metrics.
BatchCreateVariableError
batchCreateVariableError_code :: Lens' BatchCreateVariableError (Maybe Int) Source #
The error code.
batchCreateVariableError_message :: Lens' BatchCreateVariableError (Maybe Text) Source #
The error message.
batchCreateVariableError_name :: Lens' BatchCreateVariableError (Maybe Text) Source #
The name.
BatchGetVariableError
batchGetVariableError_code :: Lens' BatchGetVariableError (Maybe Int) Source #
The error code.
batchGetVariableError_message :: Lens' BatchGetVariableError (Maybe Text) Source #
The error message.
batchGetVariableError_name :: Lens' BatchGetVariableError (Maybe Text) Source #
The error name.
BatchImport
batchImport_arn :: Lens' BatchImport (Maybe Text) Source #
The ARN of the batch import job.
batchImport_completionTime :: Lens' BatchImport (Maybe Text) Source #
Timestamp of when batch import job completed.
batchImport_eventTypeName :: Lens' BatchImport (Maybe Text) Source #
The name of the event type.
batchImport_failedRecordsCount :: Lens' BatchImport (Maybe Int) Source #
The number of records that failed to import.
batchImport_failureReason :: Lens' BatchImport (Maybe Text) Source #
The reason batch import job failed.
batchImport_iamRoleArn :: Lens' BatchImport (Maybe Text) Source #
The ARN of the IAM role to use for this job request.
batchImport_inputPath :: Lens' BatchImport (Maybe Text) Source #
The Amazon S3 location of your data file for batch import.
batchImport_jobId :: Lens' BatchImport (Maybe Text) Source #
The ID of the batch import job.
batchImport_outputPath :: Lens' BatchImport (Maybe Text) Source #
The Amazon S3 location of your output file.
batchImport_processedRecordsCount :: Lens' BatchImport (Maybe Int) Source #
The number of records processed by batch import job.
batchImport_startTime :: Lens' BatchImport (Maybe Text) Source #
Timestamp of when the batch import job started.
batchImport_status :: Lens' BatchImport (Maybe AsyncJobStatus) Source #
The status of the batch import job.
batchImport_totalRecordsCount :: Lens' BatchImport (Maybe Int) Source #
The total number of records in the batch import job.
BatchPrediction
batchPrediction_arn :: Lens' BatchPrediction (Maybe Text) Source #
The ARN of batch prediction job.
batchPrediction_completionTime :: Lens' BatchPrediction (Maybe Text) Source #
Timestamp of when the batch prediction job completed.
batchPrediction_detectorName :: Lens' BatchPrediction (Maybe Text) Source #
The name of the detector.
batchPrediction_detectorVersion :: Lens' BatchPrediction (Maybe Text) Source #
The detector version.
batchPrediction_eventTypeName :: Lens' BatchPrediction (Maybe Text) Source #
The name of the event type.
batchPrediction_failureReason :: Lens' BatchPrediction (Maybe Text) Source #
The reason a batch prediction job failed.
batchPrediction_iamRoleArn :: Lens' BatchPrediction (Maybe Text) Source #
The ARN of the IAM role to use for this job request.
batchPrediction_inputPath :: Lens' BatchPrediction (Maybe Text) Source #
The Amazon S3 location of your training file.
batchPrediction_jobId :: Lens' BatchPrediction (Maybe Text) Source #
The job ID for the batch prediction.
batchPrediction_lastHeartbeatTime :: Lens' BatchPrediction (Maybe Text) Source #
Timestamp of most recent heartbeat indicating the batch prediction job was making progress.
batchPrediction_outputPath :: Lens' BatchPrediction (Maybe Text) Source #
The Amazon S3 location of your output file.
batchPrediction_processedRecordsCount :: Lens' BatchPrediction (Maybe Int) Source #
The number of records processed by the batch prediction job.
batchPrediction_startTime :: Lens' BatchPrediction (Maybe Text) Source #
Timestamp of when the batch prediction job started.
batchPrediction_status :: Lens' BatchPrediction (Maybe AsyncJobStatus) Source #
The batch prediction status.
batchPrediction_totalRecordsCount :: Lens' BatchPrediction (Maybe Int) Source #
The total number of records in the batch prediction job.
DataValidationMetrics
dataValidationMetrics_fieldLevelMessages :: Lens' DataValidationMetrics (Maybe [FieldValidationMessage]) Source #
The field-specific model training validation messages.
dataValidationMetrics_fileLevelMessages :: Lens' DataValidationMetrics (Maybe [FileValidationMessage]) Source #
The file-specific model training data validation messages.
Detector
detector_createdTime :: Lens' Detector (Maybe Text) Source #
Timestamp of when the detector was created.
detector_lastUpdatedTime :: Lens' Detector (Maybe Text) Source #
Timestamp of when the detector was last updated.
DetectorVersionSummary
detectorVersionSummary_description :: Lens' DetectorVersionSummary (Maybe Text) Source #
The detector version description.
detectorVersionSummary_detectorVersionId :: Lens' DetectorVersionSummary (Maybe Text) Source #
The detector version ID.
detectorVersionSummary_lastUpdatedTime :: Lens' DetectorVersionSummary (Maybe Text) Source #
Timestamp of when the detector version was last updated.
detectorVersionSummary_status :: Lens' DetectorVersionSummary (Maybe DetectorVersionStatus) Source #
The detector version status.
Entity
entity_entityId :: Lens' Entity Text Source #
The entity ID. If you do not know the entityId
, you can pass
unknown
, which is areserved string literal.
EntityType
entityType_arn :: Lens' EntityType (Maybe Text) Source #
The entity type ARN.
entityType_createdTime :: Lens' EntityType (Maybe Text) Source #
Timestamp of when the entity type was created.
entityType_description :: Lens' EntityType (Maybe Text) Source #
The entity type description.
entityType_lastUpdatedTime :: Lens' EntityType (Maybe Text) Source #
Timestamp of when the entity type was last updated.
entityType_name :: Lens' EntityType (Maybe Text) Source #
The entity type name.
EvaluatedExternalModel
evaluatedExternalModel_inputVariables :: Lens' EvaluatedExternalModel (Maybe (HashMap Text Text)) Source #
Input variables use for generating predictions.
evaluatedExternalModel_modelEndpoint :: Lens' EvaluatedExternalModel (Maybe Text) Source #
The endpoint of the external (Amazon Sagemaker) model.
evaluatedExternalModel_outputVariables :: Lens' EvaluatedExternalModel (Maybe (HashMap Text Text)) Source #
Output variables.
evaluatedExternalModel_useEventVariables :: Lens' EvaluatedExternalModel (Maybe Bool) Source #
Indicates whether event variables were used to generate predictions.
EvaluatedModelVersion
evaluatedModelVersion_evaluations :: Lens' EvaluatedModelVersion (Maybe [ModelVersionEvaluation]) Source #
Evaluations generated for the model version.
evaluatedModelVersion_modelId :: Lens' EvaluatedModelVersion (Maybe Text) Source #
The model ID.
evaluatedModelVersion_modelType :: Lens' EvaluatedModelVersion (Maybe Text) Source #
The model type.
Valid values: ONLINE_FRAUD_INSIGHTS
| TRANSACTION_FRAUD_INSIGHTS
evaluatedModelVersion_modelVersion :: Lens' EvaluatedModelVersion (Maybe Text) Source #
The model version.
EvaluatedRule
evaluatedRule_evaluated :: Lens' EvaluatedRule (Maybe Bool) Source #
Indicates whether the rule was evaluated.
evaluatedRule_expression :: Lens' EvaluatedRule (Maybe Text) Source #
The rule expression.
evaluatedRule_expressionWithValues :: Lens' EvaluatedRule (Maybe Text) Source #
The rule expression value.
evaluatedRule_matched :: Lens' EvaluatedRule (Maybe Bool) Source #
Indicates whether the rule matched.
evaluatedRule_outcomes :: Lens' EvaluatedRule (Maybe [Text]) Source #
The rule outcome.
evaluatedRule_ruleId :: Lens' EvaluatedRule (Maybe Text) Source #
The rule ID.
evaluatedRule_ruleVersion :: Lens' EvaluatedRule (Maybe Text) Source #
The rule version.
Event
event_eventTimestamp :: Lens' Event (Maybe Text) Source #
The timestamp that defines when the event under evaluation occurred. The timestamp must be specified using ISO 8601 standard in UTC.
event_eventVariables :: Lens' Event (Maybe (HashMap Text Text)) Source #
Names of the event type's variables you defined in Amazon Fraud Detector to represent data elements and their corresponding values for the event you are sending for evaluation.
event_labelTimestamp :: Lens' Event (Maybe Text) Source #
The timestamp associated with the label to update. The timestamp must be specified using ISO 8601 standard in UTC.
EventPredictionSummary
eventPredictionSummary_detectorId :: Lens' EventPredictionSummary (Maybe Text) Source #
The detector ID.
eventPredictionSummary_detectorVersionId :: Lens' EventPredictionSummary (Maybe Text) Source #
The detector version ID.
eventPredictionSummary_eventId :: Lens' EventPredictionSummary (Maybe Text) Source #
The event ID.
eventPredictionSummary_eventTimestamp :: Lens' EventPredictionSummary (Maybe Text) Source #
The timestamp of the event.
eventPredictionSummary_eventTypeName :: Lens' EventPredictionSummary (Maybe Text) Source #
The event type.
eventPredictionSummary_predictionTimestamp :: Lens' EventPredictionSummary (Maybe Text) Source #
The timestamp when the prediction was generated.
EventType
eventType_createdTime :: Lens' EventType (Maybe Text) Source #
Timestamp of when the event type was created.
eventType_entityTypes :: Lens' EventType (Maybe (NonEmpty Text)) Source #
The event type entity types.
eventType_eventIngestion :: Lens' EventType (Maybe EventIngestion) Source #
If Enabled
, Amazon Fraud Detector stores event data when you generate
a prediction and uses that data to update calculated variables in near
real-time. Amazon Fraud Detector uses this data, known as
INGESTED_EVENTS
, to train your model and improve fraud predictions.
eventType_ingestedEventStatistics :: Lens' EventType (Maybe IngestedEventStatistics) Source #
Data about the stored events.
eventType_lastUpdatedTime :: Lens' EventType (Maybe Text) Source #
Timestamp of when the event type was last updated.
EventVariableSummary
eventVariableSummary_name :: Lens' EventVariableSummary (Maybe Text) Source #
The event variable name.
eventVariableSummary_source :: Lens' EventVariableSummary (Maybe Text) Source #
The event variable source.
eventVariableSummary_value :: Lens' EventVariableSummary (Maybe Text) Source #
The value of the event variable.
ExternalEventsDetail
externalEventsDetail_dataLocation :: Lens' ExternalEventsDetail Text Source #
The Amazon S3 bucket location for the data.
externalEventsDetail_dataAccessRoleArn :: Lens' ExternalEventsDetail Text Source #
The ARN of the role that provides Amazon Fraud Detector access to the data location.
ExternalModel
externalModel_arn :: Lens' ExternalModel (Maybe Text) Source #
The model ARN.
externalModel_createdTime :: Lens' ExternalModel (Maybe Text) Source #
Timestamp of when the model was last created.
externalModel_inputConfiguration :: Lens' ExternalModel (Maybe ModelInputConfiguration) Source #
The input configuration.
externalModel_invokeModelEndpointRoleArn :: Lens' ExternalModel (Maybe Text) Source #
The role used to invoke the model.
externalModel_lastUpdatedTime :: Lens' ExternalModel (Maybe Text) Source #
Timestamp of when the model was last updated.
externalModel_modelEndpoint :: Lens' ExternalModel (Maybe Text) Source #
The Amazon SageMaker model endpoints.
externalModel_modelEndpointStatus :: Lens' ExternalModel (Maybe ModelEndpointStatus) Source #
The Amazon Fraud Detector status for the external model endpoint
externalModel_modelSource :: Lens' ExternalModel (Maybe ModelSource) Source #
The source of the model.
externalModel_outputConfiguration :: Lens' ExternalModel (Maybe ModelOutputConfiguration) Source #
The output configuration.
ExternalModelOutputs
externalModelOutputs_externalModel :: Lens' ExternalModelOutputs (Maybe ExternalModelSummary) Source #
The Amazon SageMaker model.
externalModelOutputs_outputs :: Lens' ExternalModelOutputs (Maybe (HashMap Text Text)) Source #
The fraud prediction scores from Amazon SageMaker model.
ExternalModelSummary
externalModelSummary_modelEndpoint :: Lens' ExternalModelSummary (Maybe Text) Source #
The endpoint of the Amazon SageMaker model.
externalModelSummary_modelSource :: Lens' ExternalModelSummary (Maybe ModelSource) Source #
The source of the model.
FieldValidationMessage
fieldValidationMessage_content :: Lens' FieldValidationMessage (Maybe Text) Source #
The message content.
fieldValidationMessage_fieldName :: Lens' FieldValidationMessage (Maybe Text) Source #
The field name.
fieldValidationMessage_identifier :: Lens' FieldValidationMessage (Maybe Text) Source #
The message ID.
fieldValidationMessage_title :: Lens' FieldValidationMessage (Maybe Text) Source #
The message title.
fieldValidationMessage_type :: Lens' FieldValidationMessage (Maybe Text) Source #
The message type.
FileValidationMessage
fileValidationMessage_content :: Lens' FileValidationMessage (Maybe Text) Source #
The message content.
fileValidationMessage_title :: Lens' FileValidationMessage (Maybe Text) Source #
The message title.
fileValidationMessage_type :: Lens' FileValidationMessage (Maybe Text) Source #
The message type.
FilterCondition
filterCondition_value :: Lens' FilterCondition (Maybe Text) Source #
A statement containing a resource property and a value to specify filter condition.
IngestedEventStatistics
ingestedEventStatistics_eventDataSizeInBytes :: Lens' IngestedEventStatistics (Maybe Integer) Source #
The total size of the stored events.
ingestedEventStatistics_lastUpdatedTime :: Lens' IngestedEventStatistics (Maybe Text) Source #
Timestamp of when the stored event was last updated.
ingestedEventStatistics_leastRecentEvent :: Lens' IngestedEventStatistics (Maybe Text) Source #
The oldest stored event.
ingestedEventStatistics_mostRecentEvent :: Lens' IngestedEventStatistics (Maybe Text) Source #
The newest stored event.
ingestedEventStatistics_numberOfEvents :: Lens' IngestedEventStatistics (Maybe Integer) Source #
The number of stored events.
IngestedEventsDetail
ingestedEventsDetail_ingestedEventsTimeWindow :: Lens' IngestedEventsDetail IngestedEventsTimeWindow Source #
The start and stop time of the ingested events.
IngestedEventsTimeWindow
ingestedEventsTimeWindow_startTime :: Lens' IngestedEventsTimeWindow Text Source #
Timestamp of the first ingensted event.
ingestedEventsTimeWindow_endTime :: Lens' IngestedEventsTimeWindow Text Source #
Timestamp of the final ingested event.
KMSKey
Label
label_lastUpdatedTime :: Lens' Label (Maybe Text) Source #
Timestamp of when the label was last updated.
LabelSchema
labelSchema_labelMapper :: Lens' LabelSchema (Maybe (HashMap Text [Text])) Source #
The label mapper maps the Amazon Fraud Detector supported model
classification labels (FRAUD
, LEGIT
) to the appropriate event type
labels. For example, if "FRAUD
" and "LEGIT
" are Amazon Fraud
Detector supported labels, this mapper could be:
{"FRAUD" => ["0"]
, "LEGIT" => ["1"]}
or
{"FRAUD" => ["false"]
, "LEGIT" => ["true"]}
or
{"FRAUD" => ["fraud", "abuse"]
,
"LEGIT" => ["legit", "safe"]}
. The value part of the mapper is a
list, because you may have multiple label variants from your event type
for a single Amazon Fraud Detector label.
labelSchema_unlabeledEventsTreatment :: Lens' LabelSchema (Maybe UnlabeledEventsTreatment) Source #
The action to take for unlabeled events.
LogOddsMetric
logOddsMetric_variableName :: Lens' LogOddsMetric Text Source #
The name of the variable.
logOddsMetric_variableType :: Lens' LogOddsMetric Text Source #
The type of variable.
logOddsMetric_variableImportance :: Lens' LogOddsMetric Double Source #
The relative importance of the variable. For more information, see Model variable importance.
MetricDataPoint
metricDataPoint_fpr :: Lens' MetricDataPoint (Maybe Double) Source #
The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.
metricDataPoint_precision :: Lens' MetricDataPoint (Maybe Double) Source #
The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.
metricDataPoint_threshold :: Lens' MetricDataPoint (Maybe Double) Source #
The model threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.
metricDataPoint_tpr :: Lens' MetricDataPoint (Maybe Double) Source #
The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.
Model
model_lastUpdatedTime :: Lens' Model (Maybe Text) Source #
Timestamp of last time the model was updated.
model_modelType :: Lens' Model (Maybe ModelTypeEnum) Source #
The model type.
ModelEndpointDataBlob
modelEndpointDataBlob_byteBuffer :: Lens' ModelEndpointDataBlob (Maybe ByteString) Source #
The byte buffer of the Amazon SageMaker model endpoint input data blob.--
-- Note: This Lens
automatically encodes and decodes Base64 data.
-- The underlying isomorphism will encode to Base64 representation during
-- serialisation, and decode from Base64 representation during deserialisation.
-- This Lens
accepts and returns only raw unencoded data.
modelEndpointDataBlob_contentType :: Lens' ModelEndpointDataBlob (Maybe Text) Source #
The content type of the Amazon SageMaker model endpoint input data blob.
ModelInputConfiguration
modelInputConfiguration_csvInputTemplate :: Lens' ModelInputConfiguration (Maybe Text) Source #
Template for constructing the CSV input-data sent to SageMaker. At event-evaluation, the placeholders for variable-names in the template will be replaced with the variable values before being sent to SageMaker.
modelInputConfiguration_eventTypeName :: Lens' ModelInputConfiguration (Maybe Text) Source #
The event type name.
modelInputConfiguration_format :: Lens' ModelInputConfiguration (Maybe ModelInputDataFormat) Source #
The format of the model input configuration. The format differs depending on if it is passed through to SageMaker or constructed by Amazon Fraud Detector.
modelInputConfiguration_jsonInputTemplate :: Lens' ModelInputConfiguration (Maybe Text) Source #
Template for constructing the JSON input-data sent to SageMaker. At event-evaluation, the placeholders for variable names in the template will be replaced with the variable values before being sent to SageMaker.
modelInputConfiguration_useEventVariables :: Lens' ModelInputConfiguration Bool Source #
The event variables.
ModelOutputConfiguration
modelOutputConfiguration_csvIndexToVariableMap :: Lens' ModelOutputConfiguration (Maybe (HashMap Text Text)) Source #
A map of CSV index values in the SageMaker response to the Amazon Fraud Detector variables.
modelOutputConfiguration_jsonKeyToVariableMap :: Lens' ModelOutputConfiguration (Maybe (HashMap Text Text)) Source #
A map of JSON keys in response from SageMaker to the Amazon Fraud Detector variables.
modelOutputConfiguration_format :: Lens' ModelOutputConfiguration ModelOutputDataFormat Source #
The format of the model output configuration.
ModelScores
modelScores_modelVersion :: Lens' ModelScores (Maybe ModelVersion) Source #
The model version.
modelScores_scores :: Lens' ModelScores (Maybe (HashMap Text Double)) Source #
The model's fraud prediction scores.
ModelVersion
modelVersion_arn :: Lens' ModelVersion (Maybe Text) Source #
The model version ARN.
modelVersion_modelId :: Lens' ModelVersion Text Source #
The model ID.
modelVersion_modelType :: Lens' ModelVersion ModelTypeEnum Source #
The model type.
modelVersion_modelVersionNumber :: Lens' ModelVersion Text Source #
The model version number.
ModelVersionDetail
modelVersionDetail_arn :: Lens' ModelVersionDetail (Maybe Text) Source #
The model version ARN.
modelVersionDetail_createdTime :: Lens' ModelVersionDetail (Maybe Text) Source #
The timestamp when the model was created.
modelVersionDetail_externalEventsDetail :: Lens' ModelVersionDetail (Maybe ExternalEventsDetail) Source #
The external events data details. This will be populated if the
trainingDataSource
for the model version is specified as
EXTERNAL_EVENTS
.
modelVersionDetail_ingestedEventsDetail :: Lens' ModelVersionDetail (Maybe IngestedEventsDetail) Source #
The ingested events data details. This will be populated if the
trainingDataSource
for the model version is specified as
INGESTED_EVENTS
.
modelVersionDetail_lastUpdatedTime :: Lens' ModelVersionDetail (Maybe Text) Source #
The timestamp when the model was last updated.
modelVersionDetail_modelId :: Lens' ModelVersionDetail (Maybe Text) Source #
The model ID.
modelVersionDetail_modelType :: Lens' ModelVersionDetail (Maybe ModelTypeEnum) Source #
The model type.
modelVersionDetail_modelVersionNumber :: Lens' ModelVersionDetail (Maybe Text) Source #
The model version number.
modelVersionDetail_status :: Lens' ModelVersionDetail (Maybe Text) Source #
The status of the model version.
modelVersionDetail_trainingDataSchema :: Lens' ModelVersionDetail (Maybe TrainingDataSchema) Source #
The training data schema.
modelVersionDetail_trainingDataSource :: Lens' ModelVersionDetail (Maybe TrainingDataSourceEnum) Source #
The model version training data source.
modelVersionDetail_trainingResult :: Lens' ModelVersionDetail (Maybe TrainingResult) Source #
The training results.
modelVersionDetail_trainingResultV2 :: Lens' ModelVersionDetail (Maybe TrainingResultV2) Source #
The training result details. The details include the relative importance of the variables.
ModelVersionEvaluation
modelVersionEvaluation_evaluationScore :: Lens' ModelVersionEvaluation (Maybe Text) Source #
The evaluation score generated for the model version.
modelVersionEvaluation_outputVariableName :: Lens' ModelVersionEvaluation (Maybe Text) Source #
The output variable name.
modelVersionEvaluation_predictionExplanations :: Lens' ModelVersionEvaluation (Maybe PredictionExplanations) Source #
The prediction explanations generated for the model version.
OFIMetricDataPoint
oFIMetricDataPoint_fpr :: Lens' OFIMetricDataPoint (Maybe Double) Source #
The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.
oFIMetricDataPoint_precision :: Lens' OFIMetricDataPoint (Maybe Double) Source #
The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.
oFIMetricDataPoint_threshold :: Lens' OFIMetricDataPoint (Maybe Double) Source #
The model threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.
oFIMetricDataPoint_tpr :: Lens' OFIMetricDataPoint (Maybe Double) Source #
The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.
OFIModelPerformance
oFIModelPerformance_auc :: Lens' OFIModelPerformance (Maybe Double) Source #
The area under the curve (auc). This summarizes the total positive rate (tpr) and false positive rate (FPR) across all possible model score thresholds.
OFITrainingMetricsValue
oFITrainingMetricsValue_metricDataPoints :: Lens' OFITrainingMetricsValue (Maybe [OFIMetricDataPoint]) Source #
The model's performance metrics data points.
oFITrainingMetricsValue_modelPerformance :: Lens' OFITrainingMetricsValue (Maybe OFIModelPerformance) Source #
The model's overall performance score.
Outcome
outcome_createdTime :: Lens' Outcome (Maybe Text) Source #
The timestamp when the outcome was created.
outcome_lastUpdatedTime :: Lens' Outcome (Maybe Text) Source #
The timestamp when the outcome was last updated.
PredictionExplanations
predictionExplanations_aggregatedVariablesImpactExplanations :: Lens' PredictionExplanations (Maybe [AggregatedVariablesImpactExplanation]) Source #
The details of the aggregated variables impact on the prediction score.
Account Takeover Insights (ATI) model uses event variables from the
login data you provide to continuously calculate a set of variables
(aggregated variables) based on historical events. For example, your ATI
model might calculate the number of times an user has logged in using
the same IP address. In this case, event variables used to derive the
aggregated variables are IP address
and user
.
predictionExplanations_variableImpactExplanations :: Lens' PredictionExplanations (Maybe [VariableImpactExplanation]) Source #
The details of the event variable's impact on the prediction score.
PredictionTimeRange
predictionTimeRange_startTime :: Lens' PredictionTimeRange Text Source #
The start time of the time period for when the predictions were generated.
predictionTimeRange_endTime :: Lens' PredictionTimeRange Text Source #
The end time of the time period for when the predictions were generated.
Rule
RuleDetail
ruleDetail_arn :: Lens' RuleDetail (Maybe Text) Source #
The rule ARN.
ruleDetail_createdTime :: Lens' RuleDetail (Maybe Text) Source #
The timestamp of when the rule was created.
ruleDetail_description :: Lens' RuleDetail (Maybe Text) Source #
The rule description.
ruleDetail_detectorId :: Lens' RuleDetail (Maybe Text) Source #
The detector for which the rule is associated.
ruleDetail_expression :: Lens' RuleDetail (Maybe Text) Source #
The rule expression.
ruleDetail_language :: Lens' RuleDetail (Maybe Language) Source #
The rule language.
ruleDetail_lastUpdatedTime :: Lens' RuleDetail (Maybe Text) Source #
Timestamp of the last time the rule was updated.
ruleDetail_outcomes :: Lens' RuleDetail (Maybe (NonEmpty Text)) Source #
The rule outcomes.
ruleDetail_ruleId :: Lens' RuleDetail (Maybe Text) Source #
The rule ID.
ruleDetail_ruleVersion :: Lens' RuleDetail (Maybe Text) Source #
The rule version.
RuleResult
ruleResult_outcomes :: Lens' RuleResult (Maybe [Text]) Source #
The outcomes of the matched rule, based on the rule execution mode.
ruleResult_ruleId :: Lens' RuleResult (Maybe Text) Source #
The rule ID that was matched, based on the rule execution mode.
TFIMetricDataPoint
tFIMetricDataPoint_fpr :: Lens' TFIMetricDataPoint (Maybe Double) Source #
The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.
tFIMetricDataPoint_precision :: Lens' TFIMetricDataPoint (Maybe Double) Source #
The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.
tFIMetricDataPoint_threshold :: Lens' TFIMetricDataPoint (Maybe Double) Source #
The model threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.
tFIMetricDataPoint_tpr :: Lens' TFIMetricDataPoint (Maybe Double) Source #
The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.
TFIModelPerformance
tFIModelPerformance_auc :: Lens' TFIModelPerformance (Maybe Double) Source #
The area under the curve (auc). This summarizes the total positive rate (tpr) and false positive rate (FPR) across all possible model score thresholds.
TFITrainingMetricsValue
tFITrainingMetricsValue_metricDataPoints :: Lens' TFITrainingMetricsValue (Maybe [TFIMetricDataPoint]) Source #
The model's performance metrics data points.
tFITrainingMetricsValue_modelPerformance :: Lens' TFITrainingMetricsValue (Maybe TFIModelPerformance) Source #
The model performance score.
Tag
TrainingDataSchema
trainingDataSchema_labelSchema :: Lens' TrainingDataSchema (Maybe LabelSchema) Source #
Undocumented member.
trainingDataSchema_modelVariables :: Lens' TrainingDataSchema [Text] Source #
The training data schema variables.
TrainingMetrics
trainingMetrics_auc :: Lens' TrainingMetrics (Maybe Double) Source #
The area under the curve. This summarizes true positive rate (TPR) and false positive rate (FPR) across all possible model score thresholds. A model with no predictive power has an AUC of 0.5, whereas a perfect model has a score of 1.0.
trainingMetrics_metricDataPoints :: Lens' TrainingMetrics (Maybe [MetricDataPoint]) Source #
The data points details.
TrainingMetricsV2
trainingMetricsV2_ati :: Lens' TrainingMetricsV2 (Maybe ATITrainingMetricsValue) Source #
The Account Takeover Insights (ATI) model training metric details.
trainingMetricsV2_ofi :: Lens' TrainingMetricsV2 (Maybe OFITrainingMetricsValue) Source #
The Online Fraud Insights (OFI) model training metric details.
trainingMetricsV2_tfi :: Lens' TrainingMetricsV2 (Maybe TFITrainingMetricsValue) Source #
The Transaction Fraud Insights (TFI) model training metric details.
TrainingResult
trainingResult_dataValidationMetrics :: Lens' TrainingResult (Maybe DataValidationMetrics) Source #
The validation metrics.
trainingResult_trainingMetrics :: Lens' TrainingResult (Maybe TrainingMetrics) Source #
The training metric details.
trainingResult_variableImportanceMetrics :: Lens' TrainingResult (Maybe VariableImportanceMetrics) Source #
The variable importance metrics.
TrainingResultV2
trainingResultV2_aggregatedVariablesImportanceMetrics :: Lens' TrainingResultV2 (Maybe AggregatedVariablesImportanceMetrics) Source #
The variable importance metrics of the aggregated variables.
Account Takeover Insights (ATI) model uses event variables from the
login data you provide to continuously calculate a set of variables
(aggregated variables) based on historical events. For example, your ATI
model might calculate the number of times an user has logged in using
the same IP address. In this case, event variables used to derive the
aggregated variables are IP address
and user
.
trainingResultV2_dataValidationMetrics :: Lens' TrainingResultV2 (Maybe DataValidationMetrics) Source #
Undocumented member.
trainingResultV2_trainingMetricsV2 :: Lens' TrainingResultV2 (Maybe TrainingMetricsV2) Source #
The training metric details.
trainingResultV2_variableImportanceMetrics :: Lens' TrainingResultV2 (Maybe VariableImportanceMetrics) Source #
Undocumented member.
Variable
variable_dataSource :: Lens' Variable (Maybe DataSource) Source #
The data source of the variable.
variable_dataType :: Lens' Variable (Maybe DataType) Source #
The data type of the variable. For more information see Variable types.
variable_lastUpdatedTime :: Lens' Variable (Maybe Text) Source #
The time when variable was last updated.
variable_variableType :: Lens' Variable (Maybe Text) Source #
The variable type of the variable.
Valid Values:
AUTH_CODE | AVS | BILLING_ADDRESS_L1 | BILLING_ADDRESS_L2 | BILLING_CITY | BILLING_COUNTRY | BILLING_NAME | BILLING_PHONE | BILLING_STATE | BILLING_ZIP | CARD_BIN | CATEGORICAL | CURRENCY_CODE | EMAIL_ADDRESS | FINGERPRINT | FRAUD_LABEL | FREE_FORM_TEXT | IP_ADDRESS | NUMERIC | ORDER_ID | PAYMENT_TYPE | PHONE_NUMBER | PRICE | PRODUCT_CATEGORY | SHIPPING_ADDRESS_L1 | SHIPPING_ADDRESS_L2 | SHIPPING_CITY | SHIPPING_COUNTRY | SHIPPING_NAME | SHIPPING_PHONE | SHIPPING_STATE | SHIPPING_ZIP | USERAGENT
VariableEntry
variableEntry_dataSource :: Lens' VariableEntry (Maybe Text) Source #
The data source of the variable.
variableEntry_dataType :: Lens' VariableEntry (Maybe Text) Source #
The data type of the variable.
variableEntry_defaultValue :: Lens' VariableEntry (Maybe Text) Source #
The default value of the variable.
variableEntry_description :: Lens' VariableEntry (Maybe Text) Source #
The description of the variable.
variableEntry_name :: Lens' VariableEntry (Maybe Text) Source #
The name of the variable.
variableEntry_variableType :: Lens' VariableEntry (Maybe Text) Source #
The type of the variable. For more information see Variable types.
Valid Values:
AUTH_CODE | AVS | BILLING_ADDRESS_L1 | BILLING_ADDRESS_L2 | BILLING_CITY | BILLING_COUNTRY | BILLING_NAME | BILLING_PHONE | BILLING_STATE | BILLING_ZIP | CARD_BIN | CATEGORICAL | CURRENCY_CODE | EMAIL_ADDRESS | FINGERPRINT | FRAUD_LABEL | FREE_FORM_TEXT | IP_ADDRESS | NUMERIC | ORDER_ID | PAYMENT_TYPE | PHONE_NUMBER | PRICE | PRODUCT_CATEGORY | SHIPPING_ADDRESS_L1 | SHIPPING_ADDRESS_L2 | SHIPPING_CITY | SHIPPING_COUNTRY | SHIPPING_NAME | SHIPPING_PHONE | SHIPPING_STATE | SHIPPING_ZIP | USERAGENT
VariableImpactExplanation
variableImpactExplanation_eventVariableName :: Lens' VariableImpactExplanation (Maybe Text) Source #
The event variable name.
variableImpactExplanation_logOddsImpact :: Lens' VariableImpactExplanation (Maybe Double) Source #
The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to +10, but range from - infinity to + infinity.
- A positive value indicates that the variable drove the risk score up.
- A negative value indicates that the variable drove the risk score down.
variableImpactExplanation_relativeImpact :: Lens' VariableImpactExplanation (Maybe Text) Source #
The event variable's relative impact in terms of magnitude on the prediction scores. The relative impact values consist of a numerical rating (0-5, 5 being the highest) and direction (increased/decreased) impact of the fraud risk.
VariableImportanceMetrics
variableImportanceMetrics_logOddsMetrics :: Lens' VariableImportanceMetrics (Maybe [LogOddsMetric]) Source #
List of variable metrics.