Type definitions#
Index > FraudDetector > Type definitions
Auto-generated documentation for FraudDetector type annotations stubs module mypy-boto3-frauddetector.
BlobTypeDef#
# BlobTypeDef Union usage example
from mypy_boto3_frauddetector.type_defs import BlobTypeDef
def get_value() -> BlobTypeDef:
return ...
# BlobTypeDef definition
BlobTypeDef = Union[
str,
bytes,
IO[Any],
botocore.response.StreamingBody,
]ModelOutputConfigurationUnionTypeDef#
# ModelOutputConfigurationUnionTypeDef Union usage example
from mypy_boto3_frauddetector.type_defs import ModelOutputConfigurationUnionTypeDef
def get_value() -> ModelOutputConfigurationUnionTypeDef:
return ...
# ModelOutputConfigurationUnionTypeDef definition
ModelOutputConfigurationUnionTypeDef = Union[
ModelOutputConfigurationTypeDef, # (1)
ModelOutputConfigurationOutputTypeDef, # (2)
]TrainingDataSchemaUnionTypeDef#
# TrainingDataSchemaUnionTypeDef Union usage example
from mypy_boto3_frauddetector.type_defs import TrainingDataSchemaUnionTypeDef
def get_value() -> TrainingDataSchemaUnionTypeDef:
return ...
# TrainingDataSchemaUnionTypeDef definition
TrainingDataSchemaUnionTypeDef = Union[
TrainingDataSchemaTypeDef, # (1)
TrainingDataSchemaOutputTypeDef, # (2)
]ATIMetricDataPointTypeDef#
# ATIMetricDataPointTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ATIMetricDataPointTypeDef
def get_value() -> ATIMetricDataPointTypeDef:
return {
"cr": ...,
}
# ATIMetricDataPointTypeDef definition
class ATIMetricDataPointTypeDef(TypedDict):
cr: NotRequired[float],
adr: NotRequired[float],
threshold: NotRequired[float],
atodr: NotRequired[float],ATIModelPerformanceTypeDef#
# ATIModelPerformanceTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ATIModelPerformanceTypeDef
def get_value() -> ATIModelPerformanceTypeDef:
return {
"asi": ...,
}
# ATIModelPerformanceTypeDef definition
class ATIModelPerformanceTypeDef(TypedDict):
asi: NotRequired[float],AggregatedLogOddsMetricTypeDef#
# AggregatedLogOddsMetricTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import AggregatedLogOddsMetricTypeDef
def get_value() -> AggregatedLogOddsMetricTypeDef:
return {
"variableNames": ...,
}
# AggregatedLogOddsMetricTypeDef definition
class AggregatedLogOddsMetricTypeDef(TypedDict):
variableNames: List[str],
aggregatedVariablesImportance: float,AggregatedVariablesImpactExplanationTypeDef#
# AggregatedVariablesImpactExplanationTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import AggregatedVariablesImpactExplanationTypeDef
def get_value() -> AggregatedVariablesImpactExplanationTypeDef:
return {
"eventVariableNames": ...,
}
# AggregatedVariablesImpactExplanationTypeDef definition
class AggregatedVariablesImpactExplanationTypeDef(TypedDict):
eventVariableNames: NotRequired[List[str]],
relativeImpact: NotRequired[str],
logOddsImpact: NotRequired[float],AllowDenyListTypeDef#
# AllowDenyListTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import AllowDenyListTypeDef
def get_value() -> AllowDenyListTypeDef:
return {
"name": ...,
}
# AllowDenyListTypeDef definition
class AllowDenyListTypeDef(TypedDict):
name: str,
description: NotRequired[str],
variableType: NotRequired[str],
createdTime: NotRequired[str],
updatedTime: NotRequired[str],
arn: NotRequired[str],BatchCreateVariableErrorTypeDef#
# BatchCreateVariableErrorTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchCreateVariableErrorTypeDef
def get_value() -> BatchCreateVariableErrorTypeDef:
return {
"name": ...,
}
# BatchCreateVariableErrorTypeDef definition
class BatchCreateVariableErrorTypeDef(TypedDict):
name: NotRequired[str],
code: NotRequired[int],
message: NotRequired[str],TagTypeDef#
# TagTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TagTypeDef
def get_value() -> TagTypeDef:
return {
"key": ...,
}
# TagTypeDef definition
class TagTypeDef(TypedDict):
key: str,
value: str,VariableEntryTypeDef#
# VariableEntryTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import VariableEntryTypeDef
def get_value() -> VariableEntryTypeDef:
return {
"name": ...,
}
# VariableEntryTypeDef definition
class VariableEntryTypeDef(TypedDict):
name: NotRequired[str],
dataType: NotRequired[str],
dataSource: NotRequired[str],
defaultValue: NotRequired[str],
description: NotRequired[str],
variableType: NotRequired[str],ResponseMetadataTypeDef#
# ResponseMetadataTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ResponseMetadataTypeDef
def get_value() -> ResponseMetadataTypeDef:
return {
"RequestId": ...,
}
# ResponseMetadataTypeDef definition
class ResponseMetadataTypeDef(TypedDict):
RequestId: str,
HTTPStatusCode: int,
HTTPHeaders: Dict[str, str],
RetryAttempts: int,
HostId: NotRequired[str],BatchGetVariableErrorTypeDef#
# BatchGetVariableErrorTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchGetVariableErrorTypeDef
def get_value() -> BatchGetVariableErrorTypeDef:
return {
"name": ...,
}
# BatchGetVariableErrorTypeDef definition
class BatchGetVariableErrorTypeDef(TypedDict):
name: NotRequired[str],
code: NotRequired[int],
message: NotRequired[str],BatchGetVariableRequestTypeDef#
# BatchGetVariableRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchGetVariableRequestTypeDef
def get_value() -> BatchGetVariableRequestTypeDef:
return {
"names": ...,
}
# BatchGetVariableRequestTypeDef definition
class BatchGetVariableRequestTypeDef(TypedDict):
names: Sequence[str],VariableTypeDef#
# VariableTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import VariableTypeDef
def get_value() -> VariableTypeDef:
return {
"name": ...,
}
# VariableTypeDef definition
class VariableTypeDef(TypedDict):
name: NotRequired[str],
dataType: NotRequired[DataTypeType], # (1)
dataSource: NotRequired[DataSourceType], # (2)
defaultValue: NotRequired[str],
description: NotRequired[str],
variableType: NotRequired[str],
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],- See DataTypeType
- See DataSourceType
BatchImportTypeDef#
# BatchImportTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchImportTypeDef
def get_value() -> BatchImportTypeDef:
return {
"jobId": ...,
}
# BatchImportTypeDef definition
class BatchImportTypeDef(TypedDict):
jobId: NotRequired[str],
status: NotRequired[AsyncJobStatusType], # (1)
failureReason: NotRequired[str],
startTime: NotRequired[str],
completionTime: NotRequired[str],
inputPath: NotRequired[str],
outputPath: NotRequired[str],
eventTypeName: NotRequired[str],
iamRoleArn: NotRequired[str],
arn: NotRequired[str],
processedRecordsCount: NotRequired[int],
failedRecordsCount: NotRequired[int],
totalRecordsCount: NotRequired[int],BatchPredictionTypeDef#
# BatchPredictionTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchPredictionTypeDef
def get_value() -> BatchPredictionTypeDef:
return {
"jobId": ...,
}
# BatchPredictionTypeDef definition
class BatchPredictionTypeDef(TypedDict):
jobId: NotRequired[str],
status: NotRequired[AsyncJobStatusType], # (1)
failureReason: NotRequired[str],
startTime: NotRequired[str],
completionTime: NotRequired[str],
lastHeartbeatTime: NotRequired[str],
inputPath: NotRequired[str],
outputPath: NotRequired[str],
eventTypeName: NotRequired[str],
detectorName: NotRequired[str],
detectorVersion: NotRequired[str],
iamRoleArn: NotRequired[str],
arn: NotRequired[str],
processedRecordsCount: NotRequired[int],
totalRecordsCount: NotRequired[int],CancelBatchImportJobRequestTypeDef#
# CancelBatchImportJobRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CancelBatchImportJobRequestTypeDef
def get_value() -> CancelBatchImportJobRequestTypeDef:
return {
"jobId": ...,
}
# CancelBatchImportJobRequestTypeDef definition
class CancelBatchImportJobRequestTypeDef(TypedDict):
jobId: str,CancelBatchPredictionJobRequestTypeDef#
# CancelBatchPredictionJobRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CancelBatchPredictionJobRequestTypeDef
def get_value() -> CancelBatchPredictionJobRequestTypeDef:
return {
"jobId": ...,
}
# CancelBatchPredictionJobRequestTypeDef definition
class CancelBatchPredictionJobRequestTypeDef(TypedDict):
jobId: str,ModelVersionTypeDef#
# ModelVersionTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelVersionTypeDef
def get_value() -> ModelVersionTypeDef:
return {
"modelId": ...,
}
# ModelVersionTypeDef definition
class ModelVersionTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
modelVersionNumber: str,
arn: NotRequired[str],RuleTypeDef#
# RuleTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import RuleTypeDef
def get_value() -> RuleTypeDef:
return {
"detectorId": ...,
}
# RuleTypeDef definition
class RuleTypeDef(TypedDict):
detectorId: str,
ruleId: str,
ruleVersion: str,ExternalEventsDetailTypeDef#
# ExternalEventsDetailTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ExternalEventsDetailTypeDef
def get_value() -> ExternalEventsDetailTypeDef:
return {
"dataLocation": ...,
}
# ExternalEventsDetailTypeDef definition
class ExternalEventsDetailTypeDef(TypedDict):
dataLocation: str,
dataAccessRoleArn: str,FieldValidationMessageTypeDef#
# FieldValidationMessageTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import FieldValidationMessageTypeDef
def get_value() -> FieldValidationMessageTypeDef:
return {
"fieldName": ...,
}
# FieldValidationMessageTypeDef definition
class FieldValidationMessageTypeDef(TypedDict):
fieldName: NotRequired[str],
identifier: NotRequired[str],
title: NotRequired[str],
content: NotRequired[str],
type: NotRequired[str],FileValidationMessageTypeDef#
# FileValidationMessageTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import FileValidationMessageTypeDef
def get_value() -> FileValidationMessageTypeDef:
return {
"title": ...,
}
# FileValidationMessageTypeDef definition
class FileValidationMessageTypeDef(TypedDict):
title: NotRequired[str],
content: NotRequired[str],
type: NotRequired[str],DeleteBatchImportJobRequestTypeDef#
# DeleteBatchImportJobRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteBatchImportJobRequestTypeDef
def get_value() -> DeleteBatchImportJobRequestTypeDef:
return {
"jobId": ...,
}
# DeleteBatchImportJobRequestTypeDef definition
class DeleteBatchImportJobRequestTypeDef(TypedDict):
jobId: str,DeleteBatchPredictionJobRequestTypeDef#
# DeleteBatchPredictionJobRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteBatchPredictionJobRequestTypeDef
def get_value() -> DeleteBatchPredictionJobRequestTypeDef:
return {
"jobId": ...,
}
# DeleteBatchPredictionJobRequestTypeDef definition
class DeleteBatchPredictionJobRequestTypeDef(TypedDict):
jobId: str,DeleteDetectorRequestTypeDef#
# DeleteDetectorRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteDetectorRequestTypeDef
def get_value() -> DeleteDetectorRequestTypeDef:
return {
"detectorId": ...,
}
# DeleteDetectorRequestTypeDef definition
class DeleteDetectorRequestTypeDef(TypedDict):
detectorId: str,DeleteDetectorVersionRequestTypeDef#
# DeleteDetectorVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteDetectorVersionRequestTypeDef
def get_value() -> DeleteDetectorVersionRequestTypeDef:
return {
"detectorId": ...,
}
# DeleteDetectorVersionRequestTypeDef definition
class DeleteDetectorVersionRequestTypeDef(TypedDict):
detectorId: str,
detectorVersionId: str,DeleteEntityTypeRequestTypeDef#
# DeleteEntityTypeRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteEntityTypeRequestTypeDef
def get_value() -> DeleteEntityTypeRequestTypeDef:
return {
"name": ...,
}
# DeleteEntityTypeRequestTypeDef definition
class DeleteEntityTypeRequestTypeDef(TypedDict):
name: str,DeleteEventRequestTypeDef#
# DeleteEventRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteEventRequestTypeDef
def get_value() -> DeleteEventRequestTypeDef:
return {
"eventId": ...,
}
# DeleteEventRequestTypeDef definition
class DeleteEventRequestTypeDef(TypedDict):
eventId: str,
eventTypeName: str,
deleteAuditHistory: NotRequired[bool],DeleteEventTypeRequestTypeDef#
# DeleteEventTypeRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteEventTypeRequestTypeDef
def get_value() -> DeleteEventTypeRequestTypeDef:
return {
"name": ...,
}
# DeleteEventTypeRequestTypeDef definition
class DeleteEventTypeRequestTypeDef(TypedDict):
name: str,DeleteEventsByEventTypeRequestTypeDef#
# DeleteEventsByEventTypeRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteEventsByEventTypeRequestTypeDef
def get_value() -> DeleteEventsByEventTypeRequestTypeDef:
return {
"eventTypeName": ...,
}
# DeleteEventsByEventTypeRequestTypeDef definition
class DeleteEventsByEventTypeRequestTypeDef(TypedDict):
eventTypeName: str,DeleteExternalModelRequestTypeDef#
# DeleteExternalModelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteExternalModelRequestTypeDef
def get_value() -> DeleteExternalModelRequestTypeDef:
return {
"modelEndpoint": ...,
}
# DeleteExternalModelRequestTypeDef definition
class DeleteExternalModelRequestTypeDef(TypedDict):
modelEndpoint: str,DeleteLabelRequestTypeDef#
# DeleteLabelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteLabelRequestTypeDef
def get_value() -> DeleteLabelRequestTypeDef:
return {
"name": ...,
}
# DeleteLabelRequestTypeDef definition
class DeleteLabelRequestTypeDef(TypedDict):
name: str,DeleteListRequestTypeDef#
# DeleteListRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteListRequestTypeDef
def get_value() -> DeleteListRequestTypeDef:
return {
"name": ...,
}
# DeleteListRequestTypeDef definition
class DeleteListRequestTypeDef(TypedDict):
name: str,DeleteModelRequestTypeDef#
# DeleteModelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteModelRequestTypeDef
def get_value() -> DeleteModelRequestTypeDef:
return {
"modelId": ...,
}
# DeleteModelRequestTypeDef definition
class DeleteModelRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)DeleteModelVersionRequestTypeDef#
# DeleteModelVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteModelVersionRequestTypeDef
def get_value() -> DeleteModelVersionRequestTypeDef:
return {
"modelId": ...,
}
# DeleteModelVersionRequestTypeDef definition
class DeleteModelVersionRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
modelVersionNumber: str,DeleteOutcomeRequestTypeDef#
# DeleteOutcomeRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteOutcomeRequestTypeDef
def get_value() -> DeleteOutcomeRequestTypeDef:
return {
"name": ...,
}
# DeleteOutcomeRequestTypeDef definition
class DeleteOutcomeRequestTypeDef(TypedDict):
name: str,DeleteVariableRequestTypeDef#
# DeleteVariableRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteVariableRequestTypeDef
def get_value() -> DeleteVariableRequestTypeDef:
return {
"name": ...,
}
# DeleteVariableRequestTypeDef definition
class DeleteVariableRequestTypeDef(TypedDict):
name: str,DescribeDetectorRequestTypeDef#
# DescribeDetectorRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DescribeDetectorRequestTypeDef
def get_value() -> DescribeDetectorRequestTypeDef:
return {
"detectorId": ...,
}
# DescribeDetectorRequestTypeDef definition
class DescribeDetectorRequestTypeDef(TypedDict):
detectorId: str,
nextToken: NotRequired[str],
maxResults: NotRequired[int],DetectorVersionSummaryTypeDef#
# DetectorVersionSummaryTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DetectorVersionSummaryTypeDef
def get_value() -> DetectorVersionSummaryTypeDef:
return {
"detectorVersionId": ...,
}
# DetectorVersionSummaryTypeDef definition
class DetectorVersionSummaryTypeDef(TypedDict):
detectorVersionId: NotRequired[str],
status: NotRequired[DetectorVersionStatusType], # (1)
description: NotRequired[str],
lastUpdatedTime: NotRequired[str],DescribeModelVersionsRequestTypeDef#
# DescribeModelVersionsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DescribeModelVersionsRequestTypeDef
def get_value() -> DescribeModelVersionsRequestTypeDef:
return {
"modelId": ...,
}
# DescribeModelVersionsRequestTypeDef definition
class DescribeModelVersionsRequestTypeDef(TypedDict):
modelId: NotRequired[str],
modelVersionNumber: NotRequired[str],
modelType: NotRequired[ModelTypeEnumType], # (1)
nextToken: NotRequired[str],
maxResults: NotRequired[int],DetectorTypeDef#
# DetectorTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DetectorTypeDef
def get_value() -> DetectorTypeDef:
return {
"detectorId": ...,
}
# DetectorTypeDef definition
class DetectorTypeDef(TypedDict):
detectorId: NotRequired[str],
description: NotRequired[str],
eventTypeName: NotRequired[str],
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],EntityTypeDef#
# EntityTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EntityTypeDef
def get_value() -> EntityTypeDef:
return {
"entityType": ...,
}
# EntityTypeDef definition
class EntityTypeDef(TypedDict):
entityType: str,
entityId: str,EntityTypeTypeDef#
# EntityTypeTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EntityTypeTypeDef
def get_value() -> EntityTypeTypeDef:
return {
"name": ...,
}
# EntityTypeTypeDef definition
class EntityTypeTypeDef(TypedDict):
name: NotRequired[str],
description: NotRequired[str],
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],EvaluatedExternalModelTypeDef#
# EvaluatedExternalModelTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EvaluatedExternalModelTypeDef
def get_value() -> EvaluatedExternalModelTypeDef:
return {
"modelEndpoint": ...,
}
# EvaluatedExternalModelTypeDef definition
class EvaluatedExternalModelTypeDef(TypedDict):
modelEndpoint: NotRequired[str],
useEventVariables: NotRequired[bool],
inputVariables: NotRequired[Dict[str, str]],
outputVariables: NotRequired[Dict[str, str]],EvaluatedRuleTypeDef#
# EvaluatedRuleTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EvaluatedRuleTypeDef
def get_value() -> EvaluatedRuleTypeDef:
return {
"ruleId": ...,
}
# EvaluatedRuleTypeDef definition
class EvaluatedRuleTypeDef(TypedDict):
ruleId: NotRequired[str],
ruleVersion: NotRequired[str],
expression: NotRequired[str],
expressionWithValues: NotRequired[str],
outcomes: NotRequired[List[str]],
evaluated: NotRequired[bool],
matched: NotRequired[bool],EventOrchestrationTypeDef#
# EventOrchestrationTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EventOrchestrationTypeDef
def get_value() -> EventOrchestrationTypeDef:
return {
"eventBridgeEnabled": ...,
}
# EventOrchestrationTypeDef definition
class EventOrchestrationTypeDef(TypedDict):
eventBridgeEnabled: bool,EventPredictionSummaryTypeDef#
# EventPredictionSummaryTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EventPredictionSummaryTypeDef
def get_value() -> EventPredictionSummaryTypeDef:
return {
"eventId": ...,
}
# EventPredictionSummaryTypeDef definition
class EventPredictionSummaryTypeDef(TypedDict):
eventId: NotRequired[str],
eventTypeName: NotRequired[str],
eventTimestamp: NotRequired[str],
predictionTimestamp: NotRequired[str],
detectorId: NotRequired[str],
detectorVersionId: NotRequired[str],IngestedEventStatisticsTypeDef#
# IngestedEventStatisticsTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import IngestedEventStatisticsTypeDef
def get_value() -> IngestedEventStatisticsTypeDef:
return {
"numberOfEvents": ...,
}
# IngestedEventStatisticsTypeDef definition
class IngestedEventStatisticsTypeDef(TypedDict):
numberOfEvents: NotRequired[int],
eventDataSizeInBytes: NotRequired[int],
leastRecentEvent: NotRequired[str],
mostRecentEvent: NotRequired[str],
lastUpdatedTime: NotRequired[str],EventVariableSummaryTypeDef#
# EventVariableSummaryTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EventVariableSummaryTypeDef
def get_value() -> EventVariableSummaryTypeDef:
return {
"name": ...,
}
# EventVariableSummaryTypeDef definition
class EventVariableSummaryTypeDef(TypedDict):
name: NotRequired[str],
value: NotRequired[str],
source: NotRequired[str],ExternalModelSummaryTypeDef#
# ExternalModelSummaryTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ExternalModelSummaryTypeDef
def get_value() -> ExternalModelSummaryTypeDef:
return {
"modelEndpoint": ...,
}
# ExternalModelSummaryTypeDef definition
class ExternalModelSummaryTypeDef(TypedDict):
modelEndpoint: NotRequired[str],
modelSource: NotRequired[ModelSourceType], # (1)- See ModelSourceType
ModelInputConfigurationTypeDef#
# ModelInputConfigurationTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelInputConfigurationTypeDef
def get_value() -> ModelInputConfigurationTypeDef:
return {
"eventTypeName": ...,
}
# ModelInputConfigurationTypeDef definition
class ModelInputConfigurationTypeDef(TypedDict):
useEventVariables: bool,
eventTypeName: NotRequired[str],
format: NotRequired[ModelInputDataFormatType], # (1)
jsonInputTemplate: NotRequired[str],
csvInputTemplate: NotRequired[str],ModelOutputConfigurationOutputTypeDef#
# ModelOutputConfigurationOutputTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelOutputConfigurationOutputTypeDef
def get_value() -> ModelOutputConfigurationOutputTypeDef:
return {
"format": ...,
}
# ModelOutputConfigurationOutputTypeDef definition
class ModelOutputConfigurationOutputTypeDef(TypedDict):
format: ModelOutputDataFormatType, # (1)
jsonKeyToVariableMap: NotRequired[Dict[str, str]],
csvIndexToVariableMap: NotRequired[Dict[str, str]],FilterConditionTypeDef#
# FilterConditionTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import FilterConditionTypeDef
def get_value() -> FilterConditionTypeDef:
return {
"value": ...,
}
# FilterConditionTypeDef definition
class FilterConditionTypeDef(TypedDict):
value: NotRequired[str],GetBatchImportJobsRequestTypeDef#
# GetBatchImportJobsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetBatchImportJobsRequestTypeDef
def get_value() -> GetBatchImportJobsRequestTypeDef:
return {
"jobId": ...,
}
# GetBatchImportJobsRequestTypeDef definition
class GetBatchImportJobsRequestTypeDef(TypedDict):
jobId: NotRequired[str],
maxResults: NotRequired[int],
nextToken: NotRequired[str],GetBatchPredictionJobsRequestTypeDef#
# GetBatchPredictionJobsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetBatchPredictionJobsRequestTypeDef
def get_value() -> GetBatchPredictionJobsRequestTypeDef:
return {
"jobId": ...,
}
# GetBatchPredictionJobsRequestTypeDef definition
class GetBatchPredictionJobsRequestTypeDef(TypedDict):
jobId: NotRequired[str],
maxResults: NotRequired[int],
nextToken: NotRequired[str],GetDeleteEventsByEventTypeStatusRequestTypeDef#
# GetDeleteEventsByEventTypeStatusRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetDeleteEventsByEventTypeStatusRequestTypeDef
def get_value() -> GetDeleteEventsByEventTypeStatusRequestTypeDef:
return {
"eventTypeName": ...,
}
# GetDeleteEventsByEventTypeStatusRequestTypeDef definition
class GetDeleteEventsByEventTypeStatusRequestTypeDef(TypedDict):
eventTypeName: str,GetDetectorVersionRequestTypeDef#
# GetDetectorVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetDetectorVersionRequestTypeDef
def get_value() -> GetDetectorVersionRequestTypeDef:
return {
"detectorId": ...,
}
# GetDetectorVersionRequestTypeDef definition
class GetDetectorVersionRequestTypeDef(TypedDict):
detectorId: str,
detectorVersionId: str,GetDetectorsRequestTypeDef#
# GetDetectorsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetDetectorsRequestTypeDef
def get_value() -> GetDetectorsRequestTypeDef:
return {
"detectorId": ...,
}
# GetDetectorsRequestTypeDef definition
class GetDetectorsRequestTypeDef(TypedDict):
detectorId: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],GetEntityTypesRequestTypeDef#
# GetEntityTypesRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEntityTypesRequestTypeDef
def get_value() -> GetEntityTypesRequestTypeDef:
return {
"name": ...,
}
# GetEntityTypesRequestTypeDef definition
class GetEntityTypesRequestTypeDef(TypedDict):
name: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],GetEventPredictionMetadataRequestTypeDef#
# GetEventPredictionMetadataRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventPredictionMetadataRequestTypeDef
def get_value() -> GetEventPredictionMetadataRequestTypeDef:
return {
"eventId": ...,
}
# GetEventPredictionMetadataRequestTypeDef definition
class GetEventPredictionMetadataRequestTypeDef(TypedDict):
eventId: str,
eventTypeName: str,
detectorId: str,
detectorVersionId: str,
predictionTimestamp: str,RuleResultTypeDef#
# RuleResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import RuleResultTypeDef
def get_value() -> RuleResultTypeDef:
return {
"ruleId": ...,
}
# RuleResultTypeDef definition
class RuleResultTypeDef(TypedDict):
ruleId: NotRequired[str],
outcomes: NotRequired[List[str]],GetEventRequestTypeDef#
# GetEventRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventRequestTypeDef
def get_value() -> GetEventRequestTypeDef:
return {
"eventId": ...,
}
# GetEventRequestTypeDef definition
class GetEventRequestTypeDef(TypedDict):
eventId: str,
eventTypeName: str,GetEventTypesRequestTypeDef#
# GetEventTypesRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventTypesRequestTypeDef
def get_value() -> GetEventTypesRequestTypeDef:
return {
"name": ...,
}
# GetEventTypesRequestTypeDef definition
class GetEventTypesRequestTypeDef(TypedDict):
name: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],GetExternalModelsRequestTypeDef#
# GetExternalModelsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetExternalModelsRequestTypeDef
def get_value() -> GetExternalModelsRequestTypeDef:
return {
"modelEndpoint": ...,
}
# GetExternalModelsRequestTypeDef definition
class GetExternalModelsRequestTypeDef(TypedDict):
modelEndpoint: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],KMSKeyTypeDef#
# KMSKeyTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import KMSKeyTypeDef
def get_value() -> KMSKeyTypeDef:
return {
"kmsEncryptionKeyArn": ...,
}
# KMSKeyTypeDef definition
class KMSKeyTypeDef(TypedDict):
kmsEncryptionKeyArn: NotRequired[str],GetLabelsRequestTypeDef#
# GetLabelsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetLabelsRequestTypeDef
def get_value() -> GetLabelsRequestTypeDef:
return {
"name": ...,
}
# GetLabelsRequestTypeDef definition
class GetLabelsRequestTypeDef(TypedDict):
name: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],LabelTypeDef#
# LabelTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import LabelTypeDef
def get_value() -> LabelTypeDef:
return {
"name": ...,
}
# LabelTypeDef definition
class LabelTypeDef(TypedDict):
name: NotRequired[str],
description: NotRequired[str],
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],GetListElementsRequestTypeDef#
# GetListElementsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetListElementsRequestTypeDef
def get_value() -> GetListElementsRequestTypeDef:
return {
"name": ...,
}
# GetListElementsRequestTypeDef definition
class GetListElementsRequestTypeDef(TypedDict):
name: str,
nextToken: NotRequired[str],
maxResults: NotRequired[int],GetListsMetadataRequestTypeDef#
# GetListsMetadataRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetListsMetadataRequestTypeDef
def get_value() -> GetListsMetadataRequestTypeDef:
return {
"name": ...,
}
# GetListsMetadataRequestTypeDef definition
class GetListsMetadataRequestTypeDef(TypedDict):
name: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],GetModelVersionRequestTypeDef#
# GetModelVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetModelVersionRequestTypeDef
def get_value() -> GetModelVersionRequestTypeDef:
return {
"modelId": ...,
}
# GetModelVersionRequestTypeDef definition
class GetModelVersionRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
modelVersionNumber: str,GetModelsRequestTypeDef#
# GetModelsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetModelsRequestTypeDef
def get_value() -> GetModelsRequestTypeDef:
return {
"modelId": ...,
}
# GetModelsRequestTypeDef definition
class GetModelsRequestTypeDef(TypedDict):
modelId: NotRequired[str],
modelType: NotRequired[ModelTypeEnumType], # (1)
nextToken: NotRequired[str],
maxResults: NotRequired[int],ModelTypeDef#
# ModelTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelTypeDef
def get_value() -> ModelTypeDef:
return {
"modelId": ...,
}
# ModelTypeDef definition
class ModelTypeDef(TypedDict):
modelId: NotRequired[str],
modelType: NotRequired[ModelTypeEnumType], # (1)
description: NotRequired[str],
eventTypeName: NotRequired[str],
createdTime: NotRequired[str],
lastUpdatedTime: NotRequired[str],
arn: NotRequired[str],GetOutcomesRequestTypeDef#
# GetOutcomesRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetOutcomesRequestTypeDef
def get_value() -> GetOutcomesRequestTypeDef:
return {
"name": ...,
}
# GetOutcomesRequestTypeDef definition
class GetOutcomesRequestTypeDef(TypedDict):
name: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],OutcomeTypeDef#
# OutcomeTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import OutcomeTypeDef
def get_value() -> OutcomeTypeDef:
return {
"name": ...,
}
# OutcomeTypeDef definition
class OutcomeTypeDef(TypedDict):
name: NotRequired[str],
description: NotRequired[str],
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],GetRulesRequestTypeDef#
# GetRulesRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetRulesRequestTypeDef
def get_value() -> GetRulesRequestTypeDef:
return {
"detectorId": ...,
}
# GetRulesRequestTypeDef definition
class GetRulesRequestTypeDef(TypedDict):
detectorId: str,
ruleId: NotRequired[str],
ruleVersion: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],RuleDetailTypeDef#
# RuleDetailTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import RuleDetailTypeDef
def get_value() -> RuleDetailTypeDef:
return {
"ruleId": ...,
}
# RuleDetailTypeDef definition
class RuleDetailTypeDef(TypedDict):
ruleId: NotRequired[str],
description: NotRequired[str],
detectorId: NotRequired[str],
ruleVersion: NotRequired[str],
expression: NotRequired[str],
language: NotRequired[LanguageType], # (1)
outcomes: NotRequired[List[str]],
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],- See LanguageType
GetVariablesRequestTypeDef#
# GetVariablesRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetVariablesRequestTypeDef
def get_value() -> GetVariablesRequestTypeDef:
return {
"name": ...,
}
# GetVariablesRequestTypeDef definition
class GetVariablesRequestTypeDef(TypedDict):
name: NotRequired[str],
nextToken: NotRequired[str],
maxResults: NotRequired[int],IngestedEventsTimeWindowTypeDef#
# IngestedEventsTimeWindowTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import IngestedEventsTimeWindowTypeDef
def get_value() -> IngestedEventsTimeWindowTypeDef:
return {
"startTime": ...,
}
# IngestedEventsTimeWindowTypeDef definition
class IngestedEventsTimeWindowTypeDef(TypedDict):
startTime: str,
endTime: str,LabelSchemaOutputTypeDef#
# LabelSchemaOutputTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import LabelSchemaOutputTypeDef
def get_value() -> LabelSchemaOutputTypeDef:
return {
"labelMapper": ...,
}
# LabelSchemaOutputTypeDef definition
class LabelSchemaOutputTypeDef(TypedDict):
labelMapper: NotRequired[Dict[str, List[str]]],
unlabeledEventsTreatment: NotRequired[UnlabeledEventsTreatmentType], # (1)LabelSchemaTypeDef#
# LabelSchemaTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import LabelSchemaTypeDef
def get_value() -> LabelSchemaTypeDef:
return {
"labelMapper": ...,
}
# LabelSchemaTypeDef definition
class LabelSchemaTypeDef(TypedDict):
labelMapper: NotRequired[Mapping[str, Sequence[str]]],
unlabeledEventsTreatment: NotRequired[UnlabeledEventsTreatmentType], # (1)PredictionTimeRangeTypeDef#
# PredictionTimeRangeTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PredictionTimeRangeTypeDef
def get_value() -> PredictionTimeRangeTypeDef:
return {
"startTime": ...,
}
# PredictionTimeRangeTypeDef definition
class PredictionTimeRangeTypeDef(TypedDict):
startTime: str,
endTime: str,ListTagsForResourceRequestTypeDef#
# ListTagsForResourceRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ListTagsForResourceRequestTypeDef
def get_value() -> ListTagsForResourceRequestTypeDef:
return {
"resourceARN": ...,
}
# ListTagsForResourceRequestTypeDef definition
class ListTagsForResourceRequestTypeDef(TypedDict):
resourceARN: str,
nextToken: NotRequired[str],
maxResults: NotRequired[int],LogOddsMetricTypeDef#
# LogOddsMetricTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import LogOddsMetricTypeDef
def get_value() -> LogOddsMetricTypeDef:
return {
"variableName": ...,
}
# LogOddsMetricTypeDef definition
class LogOddsMetricTypeDef(TypedDict):
variableName: str,
variableType: str,
variableImportance: float,MetricDataPointTypeDef#
# MetricDataPointTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import MetricDataPointTypeDef
def get_value() -> MetricDataPointTypeDef:
return {
"fpr": ...,
}
# MetricDataPointTypeDef definition
class MetricDataPointTypeDef(TypedDict):
fpr: NotRequired[float],
precision: NotRequired[float],
tpr: NotRequired[float],
threshold: NotRequired[float],ModelOutputConfigurationTypeDef#
# ModelOutputConfigurationTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelOutputConfigurationTypeDef
def get_value() -> ModelOutputConfigurationTypeDef:
return {
"format": ...,
}
# ModelOutputConfigurationTypeDef definition
class ModelOutputConfigurationTypeDef(TypedDict):
format: ModelOutputDataFormatType, # (1)
jsonKeyToVariableMap: NotRequired[Mapping[str, str]],
csvIndexToVariableMap: NotRequired[Mapping[str, str]],OFIMetricDataPointTypeDef#
# OFIMetricDataPointTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import OFIMetricDataPointTypeDef
def get_value() -> OFIMetricDataPointTypeDef:
return {
"fpr": ...,
}
# OFIMetricDataPointTypeDef definition
class OFIMetricDataPointTypeDef(TypedDict):
fpr: NotRequired[float],
precision: NotRequired[float],
tpr: NotRequired[float],
threshold: NotRequired[float],UncertaintyRangeTypeDef#
# UncertaintyRangeTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UncertaintyRangeTypeDef
def get_value() -> UncertaintyRangeTypeDef:
return {
"lowerBoundValue": ...,
}
# UncertaintyRangeTypeDef definition
class UncertaintyRangeTypeDef(TypedDict):
lowerBoundValue: float,
upperBoundValue: float,VariableImpactExplanationTypeDef#
# VariableImpactExplanationTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import VariableImpactExplanationTypeDef
def get_value() -> VariableImpactExplanationTypeDef:
return {
"eventVariableName": ...,
}
# VariableImpactExplanationTypeDef definition
class VariableImpactExplanationTypeDef(TypedDict):
eventVariableName: NotRequired[str],
relativeImpact: NotRequired[str],
logOddsImpact: NotRequired[float],PutKMSEncryptionKeyRequestTypeDef#
# PutKMSEncryptionKeyRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PutKMSEncryptionKeyRequestTypeDef
def get_value() -> PutKMSEncryptionKeyRequestTypeDef:
return {
"kmsEncryptionKeyArn": ...,
}
# PutKMSEncryptionKeyRequestTypeDef definition
class PutKMSEncryptionKeyRequestTypeDef(TypedDict):
kmsEncryptionKeyArn: str,TFIMetricDataPointTypeDef#
# TFIMetricDataPointTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TFIMetricDataPointTypeDef
def get_value() -> TFIMetricDataPointTypeDef:
return {
"fpr": ...,
}
# TFIMetricDataPointTypeDef definition
class TFIMetricDataPointTypeDef(TypedDict):
fpr: NotRequired[float],
precision: NotRequired[float],
tpr: NotRequired[float],
threshold: NotRequired[float],UntagResourceRequestTypeDef#
# UntagResourceRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UntagResourceRequestTypeDef
def get_value() -> UntagResourceRequestTypeDef:
return {
"resourceARN": ...,
}
# UntagResourceRequestTypeDef definition
class UntagResourceRequestTypeDef(TypedDict):
resourceARN: str,
tagKeys: Sequence[str],UpdateDetectorVersionMetadataRequestTypeDef#
# UpdateDetectorVersionMetadataRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateDetectorVersionMetadataRequestTypeDef
def get_value() -> UpdateDetectorVersionMetadataRequestTypeDef:
return {
"detectorId": ...,
}
# UpdateDetectorVersionMetadataRequestTypeDef definition
class UpdateDetectorVersionMetadataRequestTypeDef(TypedDict):
detectorId: str,
detectorVersionId: str,
description: str,UpdateDetectorVersionStatusRequestTypeDef#
# UpdateDetectorVersionStatusRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateDetectorVersionStatusRequestTypeDef
def get_value() -> UpdateDetectorVersionStatusRequestTypeDef:
return {
"detectorId": ...,
}
# UpdateDetectorVersionStatusRequestTypeDef definition
class UpdateDetectorVersionStatusRequestTypeDef(TypedDict):
detectorId: str,
detectorVersionId: str,
status: DetectorVersionStatusType, # (1)UpdateEventLabelRequestTypeDef#
# UpdateEventLabelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateEventLabelRequestTypeDef
def get_value() -> UpdateEventLabelRequestTypeDef:
return {
"eventId": ...,
}
# UpdateEventLabelRequestTypeDef definition
class UpdateEventLabelRequestTypeDef(TypedDict):
eventId: str,
eventTypeName: str,
assignedLabel: str,
labelTimestamp: str,UpdateListRequestTypeDef#
# UpdateListRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateListRequestTypeDef
def get_value() -> UpdateListRequestTypeDef:
return {
"name": ...,
}
# UpdateListRequestTypeDef definition
class UpdateListRequestTypeDef(TypedDict):
name: str,
elements: NotRequired[Sequence[str]],
description: NotRequired[str],
updateMode: NotRequired[ListUpdateModeType], # (1)
variableType: NotRequired[str],UpdateModelRequestTypeDef#
# UpdateModelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateModelRequestTypeDef
def get_value() -> UpdateModelRequestTypeDef:
return {
"modelId": ...,
}
# UpdateModelRequestTypeDef definition
class UpdateModelRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
description: NotRequired[str],UpdateModelVersionStatusRequestTypeDef#
# UpdateModelVersionStatusRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateModelVersionStatusRequestTypeDef
def get_value() -> UpdateModelVersionStatusRequestTypeDef:
return {
"modelId": ...,
}
# UpdateModelVersionStatusRequestTypeDef definition
class UpdateModelVersionStatusRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
modelVersionNumber: str,
status: ModelVersionStatusType, # (2)UpdateVariableRequestTypeDef#
# UpdateVariableRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateVariableRequestTypeDef
def get_value() -> UpdateVariableRequestTypeDef:
return {
"name": ...,
}
# UpdateVariableRequestTypeDef definition
class UpdateVariableRequestTypeDef(TypedDict):
name: str,
defaultValue: NotRequired[str],
description: NotRequired[str],
variableType: NotRequired[str],ATITrainingMetricsValueTypeDef#
# ATITrainingMetricsValueTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ATITrainingMetricsValueTypeDef
def get_value() -> ATITrainingMetricsValueTypeDef:
return {
"metricDataPoints": ...,
}
# ATITrainingMetricsValueTypeDef definition
class ATITrainingMetricsValueTypeDef(TypedDict):
metricDataPoints: NotRequired[List[ATIMetricDataPointTypeDef]], # (1)
modelPerformance: NotRequired[ATIModelPerformanceTypeDef], # (2)- See
List[ATIMetricDataPointTypeDef] - See ATIModelPerformanceTypeDef
AggregatedVariablesImportanceMetricsTypeDef#
# AggregatedVariablesImportanceMetricsTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import AggregatedVariablesImportanceMetricsTypeDef
def get_value() -> AggregatedVariablesImportanceMetricsTypeDef:
return {
"logOddsMetrics": ...,
}
# AggregatedVariablesImportanceMetricsTypeDef definition
class AggregatedVariablesImportanceMetricsTypeDef(TypedDict):
logOddsMetrics: NotRequired[List[AggregatedLogOddsMetricTypeDef]], # (1)- See
List[AggregatedLogOddsMetricTypeDef]
CreateBatchImportJobRequestTypeDef#
# CreateBatchImportJobRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateBatchImportJobRequestTypeDef
def get_value() -> CreateBatchImportJobRequestTypeDef:
return {
"jobId": ...,
}
# CreateBatchImportJobRequestTypeDef definition
class CreateBatchImportJobRequestTypeDef(TypedDict):
jobId: str,
inputPath: str,
outputPath: str,
eventTypeName: str,
iamRoleArn: str,
tags: NotRequired[Sequence[TagTypeDef]], # (1)- See
Sequence[TagTypeDef]
CreateBatchPredictionJobRequestTypeDef#
# CreateBatchPredictionJobRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateBatchPredictionJobRequestTypeDef
def get_value() -> CreateBatchPredictionJobRequestTypeDef:
return {
"jobId": ...,
}
# CreateBatchPredictionJobRequestTypeDef definition
class CreateBatchPredictionJobRequestTypeDef(TypedDict):
jobId: str,
inputPath: str,
outputPath: str,
eventTypeName: str,
detectorName: str,
iamRoleArn: str,
detectorVersion: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (1)- See
Sequence[TagTypeDef]
CreateListRequestTypeDef#
# CreateListRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateListRequestTypeDef
def get_value() -> CreateListRequestTypeDef:
return {
"name": ...,
}
# CreateListRequestTypeDef definition
class CreateListRequestTypeDef(TypedDict):
name: str,
elements: NotRequired[Sequence[str]],
variableType: NotRequired[str],
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (1)- See
Sequence[TagTypeDef]
CreateModelRequestTypeDef#
# CreateModelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateModelRequestTypeDef
def get_value() -> CreateModelRequestTypeDef:
return {
"modelId": ...,
}
# CreateModelRequestTypeDef definition
class CreateModelRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
eventTypeName: str,
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (2)- See ModelTypeEnumType
- See
Sequence[TagTypeDef]
CreateRuleRequestTypeDef#
# CreateRuleRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateRuleRequestTypeDef
def get_value() -> CreateRuleRequestTypeDef:
return {
"ruleId": ...,
}
# CreateRuleRequestTypeDef definition
class CreateRuleRequestTypeDef(TypedDict):
ruleId: str,
detectorId: str,
expression: str,
language: LanguageType, # (1)
outcomes: Sequence[str],
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (2)- See LanguageType
- See
Sequence[TagTypeDef]
CreateVariableRequestTypeDef#
# CreateVariableRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateVariableRequestTypeDef
def get_value() -> CreateVariableRequestTypeDef:
return {
"name": ...,
}
# CreateVariableRequestTypeDef definition
class CreateVariableRequestTypeDef(TypedDict):
name: str,
dataType: DataTypeType, # (1)
dataSource: DataSourceType, # (2)
defaultValue: str,
description: NotRequired[str],
variableType: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (3)- See DataTypeType
- See DataSourceType
- See
Sequence[TagTypeDef]
PutDetectorRequestTypeDef#
# PutDetectorRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PutDetectorRequestTypeDef
def get_value() -> PutDetectorRequestTypeDef:
return {
"detectorId": ...,
}
# PutDetectorRequestTypeDef definition
class PutDetectorRequestTypeDef(TypedDict):
detectorId: str,
eventTypeName: str,
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (1)- See
Sequence[TagTypeDef]
PutEntityTypeRequestTypeDef#
# PutEntityTypeRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PutEntityTypeRequestTypeDef
def get_value() -> PutEntityTypeRequestTypeDef:
return {
"name": ...,
}
# PutEntityTypeRequestTypeDef definition
class PutEntityTypeRequestTypeDef(TypedDict):
name: str,
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (1)- See
Sequence[TagTypeDef]
PutLabelRequestTypeDef#
# PutLabelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PutLabelRequestTypeDef
def get_value() -> PutLabelRequestTypeDef:
return {
"name": ...,
}
# PutLabelRequestTypeDef definition
class PutLabelRequestTypeDef(TypedDict):
name: str,
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (1)- See
Sequence[TagTypeDef]
PutOutcomeRequestTypeDef#
# PutOutcomeRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PutOutcomeRequestTypeDef
def get_value() -> PutOutcomeRequestTypeDef:
return {
"name": ...,
}
# PutOutcomeRequestTypeDef definition
class PutOutcomeRequestTypeDef(TypedDict):
name: str,
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (1)- See
Sequence[TagTypeDef]
TagResourceRequestTypeDef#
# TagResourceRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TagResourceRequestTypeDef
def get_value() -> TagResourceRequestTypeDef:
return {
"resourceARN": ...,
}
# TagResourceRequestTypeDef definition
class TagResourceRequestTypeDef(TypedDict):
resourceARN: str,
tags: Sequence[TagTypeDef], # (1)- See
Sequence[TagTypeDef]
BatchCreateVariableRequestTypeDef#
# BatchCreateVariableRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchCreateVariableRequestTypeDef
def get_value() -> BatchCreateVariableRequestTypeDef:
return {
"variableEntries": ...,
}
# BatchCreateVariableRequestTypeDef definition
class BatchCreateVariableRequestTypeDef(TypedDict):
variableEntries: Sequence[VariableEntryTypeDef], # (1)
tags: NotRequired[Sequence[TagTypeDef]], # (2)- See
Sequence[VariableEntryTypeDef] - See
Sequence[TagTypeDef]
BatchCreateVariableResultTypeDef#
# BatchCreateVariableResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchCreateVariableResultTypeDef
def get_value() -> BatchCreateVariableResultTypeDef:
return {
"errors": ...,
}
# BatchCreateVariableResultTypeDef definition
class BatchCreateVariableResultTypeDef(TypedDict):
errors: List[BatchCreateVariableErrorTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)- See
List[BatchCreateVariableErrorTypeDef] - See ResponseMetadataTypeDef
CreateDetectorVersionResultTypeDef#
# CreateDetectorVersionResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateDetectorVersionResultTypeDef
def get_value() -> CreateDetectorVersionResultTypeDef:
return {
"detectorId": ...,
}
# CreateDetectorVersionResultTypeDef definition
class CreateDetectorVersionResultTypeDef(TypedDict):
detectorId: str,
detectorVersionId: str,
status: DetectorVersionStatusType, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)CreateModelVersionResultTypeDef#
# CreateModelVersionResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateModelVersionResultTypeDef
def get_value() -> CreateModelVersionResultTypeDef:
return {
"modelId": ...,
}
# CreateModelVersionResultTypeDef definition
class CreateModelVersionResultTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
modelVersionNumber: str,
status: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)DeleteEventsByEventTypeResultTypeDef#
# DeleteEventsByEventTypeResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteEventsByEventTypeResultTypeDef
def get_value() -> DeleteEventsByEventTypeResultTypeDef:
return {
"eventTypeName": ...,
}
# DeleteEventsByEventTypeResultTypeDef definition
class DeleteEventsByEventTypeResultTypeDef(TypedDict):
eventTypeName: str,
eventsDeletionStatus: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)GetDeleteEventsByEventTypeStatusResultTypeDef#
# GetDeleteEventsByEventTypeStatusResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetDeleteEventsByEventTypeStatusResultTypeDef
def get_value() -> GetDeleteEventsByEventTypeStatusResultTypeDef:
return {
"eventTypeName": ...,
}
# GetDeleteEventsByEventTypeStatusResultTypeDef definition
class GetDeleteEventsByEventTypeStatusResultTypeDef(TypedDict):
eventTypeName: str,
eventsDeletionStatus: AsyncJobStatusType, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)GetListElementsResultTypeDef#
# GetListElementsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetListElementsResultTypeDef
def get_value() -> GetListElementsResultTypeDef:
return {
"elements": ...,
}
# GetListElementsResultTypeDef definition
class GetListElementsResultTypeDef(TypedDict):
elements: List[str],
ResponseMetadata: ResponseMetadataTypeDef, # (1)
nextToken: NotRequired[str],GetListsMetadataResultTypeDef#
# GetListsMetadataResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetListsMetadataResultTypeDef
def get_value() -> GetListsMetadataResultTypeDef:
return {
"lists": ...,
}
# GetListsMetadataResultTypeDef definition
class GetListsMetadataResultTypeDef(TypedDict):
lists: List[AllowDenyListTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[AllowDenyListTypeDef] - See ResponseMetadataTypeDef
ListTagsForResourceResultTypeDef#
# ListTagsForResourceResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ListTagsForResourceResultTypeDef
def get_value() -> ListTagsForResourceResultTypeDef:
return {
"tags": ...,
}
# ListTagsForResourceResultTypeDef definition
class ListTagsForResourceResultTypeDef(TypedDict):
tags: List[TagTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[TagTypeDef] - See ResponseMetadataTypeDef
UpdateModelVersionResultTypeDef#
# UpdateModelVersionResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateModelVersionResultTypeDef
def get_value() -> UpdateModelVersionResultTypeDef:
return {
"modelId": ...,
}
# UpdateModelVersionResultTypeDef definition
class UpdateModelVersionResultTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
modelVersionNumber: str,
status: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)BatchGetVariableResultTypeDef#
# BatchGetVariableResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import BatchGetVariableResultTypeDef
def get_value() -> BatchGetVariableResultTypeDef:
return {
"variables": ...,
}
# BatchGetVariableResultTypeDef definition
class BatchGetVariableResultTypeDef(TypedDict):
variables: List[VariableTypeDef], # (1)
errors: List[BatchGetVariableErrorTypeDef], # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)- See
List[VariableTypeDef] - See
List[BatchGetVariableErrorTypeDef] - See ResponseMetadataTypeDef
GetVariablesResultTypeDef#
# GetVariablesResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetVariablesResultTypeDef
def get_value() -> GetVariablesResultTypeDef:
return {
"variables": ...,
}
# GetVariablesResultTypeDef definition
class GetVariablesResultTypeDef(TypedDict):
variables: List[VariableTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[VariableTypeDef] - See ResponseMetadataTypeDef
GetBatchImportJobsResultTypeDef#
# GetBatchImportJobsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetBatchImportJobsResultTypeDef
def get_value() -> GetBatchImportJobsResultTypeDef:
return {
"batchImports": ...,
}
# GetBatchImportJobsResultTypeDef definition
class GetBatchImportJobsResultTypeDef(TypedDict):
batchImports: List[BatchImportTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[BatchImportTypeDef] - See ResponseMetadataTypeDef
GetBatchPredictionJobsResultTypeDef#
# GetBatchPredictionJobsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetBatchPredictionJobsResultTypeDef
def get_value() -> GetBatchPredictionJobsResultTypeDef:
return {
"batchPredictions": ...,
}
# GetBatchPredictionJobsResultTypeDef definition
class GetBatchPredictionJobsResultTypeDef(TypedDict):
batchPredictions: List[BatchPredictionTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[BatchPredictionTypeDef] - See ResponseMetadataTypeDef
ModelEndpointDataBlobTypeDef#
# ModelEndpointDataBlobTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelEndpointDataBlobTypeDef
def get_value() -> ModelEndpointDataBlobTypeDef:
return {
"byteBuffer": ...,
}
# ModelEndpointDataBlobTypeDef definition
class ModelEndpointDataBlobTypeDef(TypedDict):
byteBuffer: NotRequired[BlobTypeDef],
contentType: NotRequired[str],ModelScoresTypeDef#
# ModelScoresTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelScoresTypeDef
def get_value() -> ModelScoresTypeDef:
return {
"modelVersion": ...,
}
# ModelScoresTypeDef definition
class ModelScoresTypeDef(TypedDict):
modelVersion: NotRequired[ModelVersionTypeDef], # (1)
scores: NotRequired[Dict[str, float]],CreateDetectorVersionRequestTypeDef#
# CreateDetectorVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateDetectorVersionRequestTypeDef
def get_value() -> CreateDetectorVersionRequestTypeDef:
return {
"detectorId": ...,
}
# CreateDetectorVersionRequestTypeDef definition
class CreateDetectorVersionRequestTypeDef(TypedDict):
detectorId: str,
rules: Sequence[RuleTypeDef], # (1)
description: NotRequired[str],
externalModelEndpoints: NotRequired[Sequence[str]],
modelVersions: NotRequired[Sequence[ModelVersionTypeDef]], # (2)
ruleExecutionMode: NotRequired[RuleExecutionModeType], # (3)
tags: NotRequired[Sequence[TagTypeDef]], # (4)- See
Sequence[RuleTypeDef] - See
Sequence[ModelVersionTypeDef] - See RuleExecutionModeType
- See
Sequence[TagTypeDef]
CreateRuleResultTypeDef#
# CreateRuleResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateRuleResultTypeDef
def get_value() -> CreateRuleResultTypeDef:
return {
"rule": ...,
}
# CreateRuleResultTypeDef definition
class CreateRuleResultTypeDef(TypedDict):
rule: RuleTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)- See RuleTypeDef
- See ResponseMetadataTypeDef
DeleteRuleRequestTypeDef#
# DeleteRuleRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DeleteRuleRequestTypeDef
def get_value() -> DeleteRuleRequestTypeDef:
return {
"rule": ...,
}
# DeleteRuleRequestTypeDef definition
class DeleteRuleRequestTypeDef(TypedDict):
rule: RuleTypeDef, # (1)- See RuleTypeDef
GetDetectorVersionResultTypeDef#
# GetDetectorVersionResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetDetectorVersionResultTypeDef
def get_value() -> GetDetectorVersionResultTypeDef:
return {
"detectorId": ...,
}
# GetDetectorVersionResultTypeDef definition
class GetDetectorVersionResultTypeDef(TypedDict):
detectorId: str,
detectorVersionId: str,
description: str,
externalModelEndpoints: List[str],
modelVersions: List[ModelVersionTypeDef], # (1)
rules: List[RuleTypeDef], # (2)
status: DetectorVersionStatusType, # (3)
lastUpdatedTime: str,
createdTime: str,
ruleExecutionMode: RuleExecutionModeType, # (4)
arn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See
List[ModelVersionTypeDef] - See
List[RuleTypeDef] - See DetectorVersionStatusType
- See RuleExecutionModeType
- See ResponseMetadataTypeDef
UpdateDetectorVersionRequestTypeDef#
# UpdateDetectorVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateDetectorVersionRequestTypeDef
def get_value() -> UpdateDetectorVersionRequestTypeDef:
return {
"detectorId": ...,
}
# UpdateDetectorVersionRequestTypeDef definition
class UpdateDetectorVersionRequestTypeDef(TypedDict):
detectorId: str,
detectorVersionId: str,
externalModelEndpoints: Sequence[str],
rules: Sequence[RuleTypeDef], # (1)
description: NotRequired[str],
modelVersions: NotRequired[Sequence[ModelVersionTypeDef]], # (2)
ruleExecutionMode: NotRequired[RuleExecutionModeType], # (3)- See
Sequence[RuleTypeDef] - See
Sequence[ModelVersionTypeDef] - See RuleExecutionModeType
UpdateRuleMetadataRequestTypeDef#
# UpdateRuleMetadataRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateRuleMetadataRequestTypeDef
def get_value() -> UpdateRuleMetadataRequestTypeDef:
return {
"rule": ...,
}
# UpdateRuleMetadataRequestTypeDef definition
class UpdateRuleMetadataRequestTypeDef(TypedDict):
rule: RuleTypeDef, # (1)
description: str,- See RuleTypeDef
UpdateRuleVersionRequestTypeDef#
# UpdateRuleVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateRuleVersionRequestTypeDef
def get_value() -> UpdateRuleVersionRequestTypeDef:
return {
"rule": ...,
}
# UpdateRuleVersionRequestTypeDef definition
class UpdateRuleVersionRequestTypeDef(TypedDict):
rule: RuleTypeDef, # (1)
expression: str,
language: LanguageType, # (2)
outcomes: Sequence[str],
description: NotRequired[str],
tags: NotRequired[Sequence[TagTypeDef]], # (3)- See RuleTypeDef
- See LanguageType
- See
Sequence[TagTypeDef]
UpdateRuleVersionResultTypeDef#
# UpdateRuleVersionResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateRuleVersionResultTypeDef
def get_value() -> UpdateRuleVersionResultTypeDef:
return {
"rule": ...,
}
# UpdateRuleVersionResultTypeDef definition
class UpdateRuleVersionResultTypeDef(TypedDict):
rule: RuleTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)- See RuleTypeDef
- See ResponseMetadataTypeDef
DataValidationMetricsTypeDef#
# DataValidationMetricsTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DataValidationMetricsTypeDef
def get_value() -> DataValidationMetricsTypeDef:
return {
"fileLevelMessages": ...,
}
# DataValidationMetricsTypeDef definition
class DataValidationMetricsTypeDef(TypedDict):
fileLevelMessages: NotRequired[List[FileValidationMessageTypeDef]], # (1)
fieldLevelMessages: NotRequired[List[FieldValidationMessageTypeDef]], # (2)- See
List[FileValidationMessageTypeDef] - See
List[FieldValidationMessageTypeDef]
DescribeDetectorResultTypeDef#
# DescribeDetectorResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DescribeDetectorResultTypeDef
def get_value() -> DescribeDetectorResultTypeDef:
return {
"detectorId": ...,
}
# DescribeDetectorResultTypeDef definition
class DescribeDetectorResultTypeDef(TypedDict):
detectorId: str,
detectorVersionSummaries: List[DetectorVersionSummaryTypeDef], # (1)
arn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[DetectorVersionSummaryTypeDef] - See ResponseMetadataTypeDef
GetDetectorsResultTypeDef#
# GetDetectorsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetDetectorsResultTypeDef
def get_value() -> GetDetectorsResultTypeDef:
return {
"detectors": ...,
}
# GetDetectorsResultTypeDef definition
class GetDetectorsResultTypeDef(TypedDict):
detectors: List[DetectorTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[DetectorTypeDef] - See ResponseMetadataTypeDef
EventTypeDef#
# EventTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EventTypeDef
def get_value() -> EventTypeDef:
return {
"eventId": ...,
}
# EventTypeDef definition
class EventTypeDef(TypedDict):
eventId: NotRequired[str],
eventTypeName: NotRequired[str],
eventTimestamp: NotRequired[str],
eventVariables: NotRequired[Dict[str, str]],
currentLabel: NotRequired[str],
labelTimestamp: NotRequired[str],
entities: NotRequired[List[EntityTypeDef]], # (1)- See
List[EntityTypeDef]
SendEventRequestTypeDef#
# SendEventRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import SendEventRequestTypeDef
def get_value() -> SendEventRequestTypeDef:
return {
"eventId": ...,
}
# SendEventRequestTypeDef definition
class SendEventRequestTypeDef(TypedDict):
eventId: str,
eventTypeName: str,
eventTimestamp: str,
eventVariables: Mapping[str, str],
entities: Sequence[EntityTypeDef], # (1)
assignedLabel: NotRequired[str],
labelTimestamp: NotRequired[str],- See
Sequence[EntityTypeDef]
GetEntityTypesResultTypeDef#
# GetEntityTypesResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEntityTypesResultTypeDef
def get_value() -> GetEntityTypesResultTypeDef:
return {
"entityTypes": ...,
}
# GetEntityTypesResultTypeDef definition
class GetEntityTypesResultTypeDef(TypedDict):
entityTypes: List[EntityTypeTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[EntityTypeTypeDef] - See ResponseMetadataTypeDef
PutEventTypeRequestTypeDef#
# PutEventTypeRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PutEventTypeRequestTypeDef
def get_value() -> PutEventTypeRequestTypeDef:
return {
"name": ...,
}
# PutEventTypeRequestTypeDef definition
class PutEventTypeRequestTypeDef(TypedDict):
name: str,
eventVariables: Sequence[str],
entityTypes: Sequence[str],
description: NotRequired[str],
labels: NotRequired[Sequence[str]],
eventIngestion: NotRequired[EventIngestionType], # (1)
tags: NotRequired[Sequence[TagTypeDef]], # (2)
eventOrchestration: NotRequired[EventOrchestrationTypeDef], # (3)- See EventIngestionType
- See
Sequence[TagTypeDef] - See EventOrchestrationTypeDef
ListEventPredictionsResultTypeDef#
# ListEventPredictionsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ListEventPredictionsResultTypeDef
def get_value() -> ListEventPredictionsResultTypeDef:
return {
"eventPredictionSummaries": ...,
}
# ListEventPredictionsResultTypeDef definition
class ListEventPredictionsResultTypeDef(TypedDict):
eventPredictionSummaries: List[EventPredictionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[EventPredictionSummaryTypeDef] - See ResponseMetadataTypeDef
EventTypeTypeDef#
# EventTypeTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EventTypeTypeDef
def get_value() -> EventTypeTypeDef:
return {
"name": ...,
}
# EventTypeTypeDef definition
class EventTypeTypeDef(TypedDict):
name: NotRequired[str],
description: NotRequired[str],
eventVariables: NotRequired[List[str]],
labels: NotRequired[List[str]],
entityTypes: NotRequired[List[str]],
eventIngestion: NotRequired[EventIngestionType], # (1)
ingestedEventStatistics: NotRequired[IngestedEventStatisticsTypeDef], # (2)
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],
eventOrchestration: NotRequired[EventOrchestrationTypeDef], # (3)ExternalModelOutputsTypeDef#
# ExternalModelOutputsTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ExternalModelOutputsTypeDef
def get_value() -> ExternalModelOutputsTypeDef:
return {
"externalModel": ...,
}
# ExternalModelOutputsTypeDef definition
class ExternalModelOutputsTypeDef(TypedDict):
externalModel: NotRequired[ExternalModelSummaryTypeDef], # (1)
outputs: NotRequired[Dict[str, str]],ExternalModelTypeDef#
# ExternalModelTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ExternalModelTypeDef
def get_value() -> ExternalModelTypeDef:
return {
"modelEndpoint": ...,
}
# ExternalModelTypeDef definition
class ExternalModelTypeDef(TypedDict):
modelEndpoint: NotRequired[str],
modelSource: NotRequired[ModelSourceType], # (1)
invokeModelEndpointRoleArn: NotRequired[str],
inputConfiguration: NotRequired[ModelInputConfigurationTypeDef], # (2)
outputConfiguration: NotRequired[ModelOutputConfigurationOutputTypeDef], # (3)
modelEndpointStatus: NotRequired[ModelEndpointStatusType], # (4)
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],- See ModelSourceType
- See ModelInputConfigurationTypeDef
- See ModelOutputConfigurationOutputTypeDef
- See ModelEndpointStatusType
GetKMSEncryptionKeyResultTypeDef#
# GetKMSEncryptionKeyResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetKMSEncryptionKeyResultTypeDef
def get_value() -> GetKMSEncryptionKeyResultTypeDef:
return {
"kmsKey": ...,
}
# GetKMSEncryptionKeyResultTypeDef definition
class GetKMSEncryptionKeyResultTypeDef(TypedDict):
kmsKey: KMSKeyTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)- See KMSKeyTypeDef
- See ResponseMetadataTypeDef
GetLabelsResultTypeDef#
# GetLabelsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetLabelsResultTypeDef
def get_value() -> GetLabelsResultTypeDef:
return {
"labels": ...,
}
# GetLabelsResultTypeDef definition
class GetLabelsResultTypeDef(TypedDict):
labels: List[LabelTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[LabelTypeDef] - See ResponseMetadataTypeDef
GetModelsResultTypeDef#
# GetModelsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetModelsResultTypeDef
def get_value() -> GetModelsResultTypeDef:
return {
"nextToken": ...,
}
# GetModelsResultTypeDef definition
class GetModelsResultTypeDef(TypedDict):
models: List[ModelTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[ModelTypeDef] - See ResponseMetadataTypeDef
GetOutcomesResultTypeDef#
# GetOutcomesResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetOutcomesResultTypeDef
def get_value() -> GetOutcomesResultTypeDef:
return {
"outcomes": ...,
}
# GetOutcomesResultTypeDef definition
class GetOutcomesResultTypeDef(TypedDict):
outcomes: List[OutcomeTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[OutcomeTypeDef] - See ResponseMetadataTypeDef
GetRulesResultTypeDef#
# GetRulesResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetRulesResultTypeDef
def get_value() -> GetRulesResultTypeDef:
return {
"ruleDetails": ...,
}
# GetRulesResultTypeDef definition
class GetRulesResultTypeDef(TypedDict):
ruleDetails: List[RuleDetailTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[RuleDetailTypeDef] - See ResponseMetadataTypeDef
IngestedEventsDetailTypeDef#
# IngestedEventsDetailTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import IngestedEventsDetailTypeDef
def get_value() -> IngestedEventsDetailTypeDef:
return {
"ingestedEventsTimeWindow": ...,
}
# IngestedEventsDetailTypeDef definition
class IngestedEventsDetailTypeDef(TypedDict):
ingestedEventsTimeWindow: IngestedEventsTimeWindowTypeDef, # (1)TrainingDataSchemaOutputTypeDef#
# TrainingDataSchemaOutputTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TrainingDataSchemaOutputTypeDef
def get_value() -> TrainingDataSchemaOutputTypeDef:
return {
"modelVariables": ...,
}
# TrainingDataSchemaOutputTypeDef definition
class TrainingDataSchemaOutputTypeDef(TypedDict):
modelVariables: List[str],
labelSchema: NotRequired[LabelSchemaOutputTypeDef], # (1)TrainingDataSchemaTypeDef#
# TrainingDataSchemaTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TrainingDataSchemaTypeDef
def get_value() -> TrainingDataSchemaTypeDef:
return {
"modelVariables": ...,
}
# TrainingDataSchemaTypeDef definition
class TrainingDataSchemaTypeDef(TypedDict):
modelVariables: Sequence[str],
labelSchema: NotRequired[LabelSchemaTypeDef], # (1)ListEventPredictionsRequestTypeDef#
# ListEventPredictionsRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ListEventPredictionsRequestTypeDef
def get_value() -> ListEventPredictionsRequestTypeDef:
return {
"eventId": ...,
}
# ListEventPredictionsRequestTypeDef definition
class ListEventPredictionsRequestTypeDef(TypedDict):
eventId: NotRequired[FilterConditionTypeDef], # (1)
eventType: NotRequired[FilterConditionTypeDef], # (1)
detectorId: NotRequired[FilterConditionTypeDef], # (1)
detectorVersionId: NotRequired[FilterConditionTypeDef], # (1)
predictionTimeRange: NotRequired[PredictionTimeRangeTypeDef], # (5)
nextToken: NotRequired[str],
maxResults: NotRequired[int],- See FilterConditionTypeDef
- See FilterConditionTypeDef
- See FilterConditionTypeDef
- See FilterConditionTypeDef
- See PredictionTimeRangeTypeDef
VariableImportanceMetricsTypeDef#
# VariableImportanceMetricsTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import VariableImportanceMetricsTypeDef
def get_value() -> VariableImportanceMetricsTypeDef:
return {
"logOddsMetrics": ...,
}
# VariableImportanceMetricsTypeDef definition
class VariableImportanceMetricsTypeDef(TypedDict):
logOddsMetrics: NotRequired[List[LogOddsMetricTypeDef]], # (1)- See
List[LogOddsMetricTypeDef]
TrainingMetricsTypeDef#
# TrainingMetricsTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TrainingMetricsTypeDef
def get_value() -> TrainingMetricsTypeDef:
return {
"auc": ...,
}
# TrainingMetricsTypeDef definition
class TrainingMetricsTypeDef(TypedDict):
auc: NotRequired[float],
metricDataPoints: NotRequired[List[MetricDataPointTypeDef]], # (1)- See
List[MetricDataPointTypeDef]
OFIModelPerformanceTypeDef#
# OFIModelPerformanceTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import OFIModelPerformanceTypeDef
def get_value() -> OFIModelPerformanceTypeDef:
return {
"auc": ...,
}
# OFIModelPerformanceTypeDef definition
class OFIModelPerformanceTypeDef(TypedDict):
auc: NotRequired[float],
uncertaintyRange: NotRequired[UncertaintyRangeTypeDef], # (1)TFIModelPerformanceTypeDef#
# TFIModelPerformanceTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TFIModelPerformanceTypeDef
def get_value() -> TFIModelPerformanceTypeDef:
return {
"auc": ...,
}
# TFIModelPerformanceTypeDef definition
class TFIModelPerformanceTypeDef(TypedDict):
auc: NotRequired[float],
uncertaintyRange: NotRequired[UncertaintyRangeTypeDef], # (1)PredictionExplanationsTypeDef#
# PredictionExplanationsTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PredictionExplanationsTypeDef
def get_value() -> PredictionExplanationsTypeDef:
return {
"variableImpactExplanations": ...,
}
# PredictionExplanationsTypeDef definition
class PredictionExplanationsTypeDef(TypedDict):
variableImpactExplanations: NotRequired[List[VariableImpactExplanationTypeDef]], # (1)
aggregatedVariablesImpactExplanations: NotRequired[List[AggregatedVariablesImpactExplanationTypeDef]], # (2)- See
List[VariableImpactExplanationTypeDef] - See
List[AggregatedVariablesImpactExplanationTypeDef]
GetEventPredictionRequestTypeDef#
# GetEventPredictionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventPredictionRequestTypeDef
def get_value() -> GetEventPredictionRequestTypeDef:
return {
"detectorId": ...,
}
# GetEventPredictionRequestTypeDef definition
class GetEventPredictionRequestTypeDef(TypedDict):
detectorId: str,
eventId: str,
eventTypeName: str,
entities: Sequence[EntityTypeDef], # (1)
eventTimestamp: str,
eventVariables: Mapping[str, str],
detectorVersionId: NotRequired[str],
externalModelEndpointDataBlobs: NotRequired[Mapping[str, ModelEndpointDataBlobTypeDef]], # (2)- See
Sequence[EntityTypeDef] - See
Mapping[str, ModelEndpointDataBlobTypeDef]
GetEventResultTypeDef#
# GetEventResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventResultTypeDef
def get_value() -> GetEventResultTypeDef:
return {
"event": ...,
}
# GetEventResultTypeDef definition
class GetEventResultTypeDef(TypedDict):
event: EventTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)- See EventTypeDef
- See ResponseMetadataTypeDef
GetEventTypesResultTypeDef#
# GetEventTypesResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventTypesResultTypeDef
def get_value() -> GetEventTypesResultTypeDef:
return {
"eventTypes": ...,
}
# GetEventTypesResultTypeDef definition
class GetEventTypesResultTypeDef(TypedDict):
eventTypes: List[EventTypeTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[EventTypeTypeDef] - See ResponseMetadataTypeDef
GetEventPredictionResultTypeDef#
# GetEventPredictionResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventPredictionResultTypeDef
def get_value() -> GetEventPredictionResultTypeDef:
return {
"modelScores": ...,
}
# GetEventPredictionResultTypeDef definition
class GetEventPredictionResultTypeDef(TypedDict):
modelScores: List[ModelScoresTypeDef], # (1)
ruleResults: List[RuleResultTypeDef], # (2)
externalModelOutputs: List[ExternalModelOutputsTypeDef], # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See
List[ModelScoresTypeDef] - See
List[RuleResultTypeDef] - See
List[ExternalModelOutputsTypeDef] - See ResponseMetadataTypeDef
GetExternalModelsResultTypeDef#
# GetExternalModelsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetExternalModelsResultTypeDef
def get_value() -> GetExternalModelsResultTypeDef:
return {
"externalModels": ...,
}
# GetExternalModelsResultTypeDef definition
class GetExternalModelsResultTypeDef(TypedDict):
externalModels: List[ExternalModelTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[ExternalModelTypeDef] - See ResponseMetadataTypeDef
UpdateModelVersionRequestTypeDef#
# UpdateModelVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import UpdateModelVersionRequestTypeDef
def get_value() -> UpdateModelVersionRequestTypeDef:
return {
"modelId": ...,
}
# UpdateModelVersionRequestTypeDef definition
class UpdateModelVersionRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
majorVersionNumber: str,
externalEventsDetail: NotRequired[ExternalEventsDetailTypeDef], # (2)
ingestedEventsDetail: NotRequired[IngestedEventsDetailTypeDef], # (3)
tags: NotRequired[Sequence[TagTypeDef]], # (4)- See ModelTypeEnumType
- See ExternalEventsDetailTypeDef
- See IngestedEventsDetailTypeDef
- See
Sequence[TagTypeDef]
GetModelVersionResultTypeDef#
# GetModelVersionResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetModelVersionResultTypeDef
def get_value() -> GetModelVersionResultTypeDef:
return {
"modelId": ...,
}
# GetModelVersionResultTypeDef definition
class GetModelVersionResultTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
modelVersionNumber: str,
trainingDataSource: TrainingDataSourceEnumType, # (2)
trainingDataSchema: TrainingDataSchemaOutputTypeDef, # (3)
externalEventsDetail: ExternalEventsDetailTypeDef, # (4)
ingestedEventsDetail: IngestedEventsDetailTypeDef, # (5)
status: str,
arn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See ModelTypeEnumType
- See TrainingDataSourceEnumType
- See TrainingDataSchemaOutputTypeDef
- See ExternalEventsDetailTypeDef
- See IngestedEventsDetailTypeDef
- See ResponseMetadataTypeDef
TrainingResultTypeDef#
# TrainingResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TrainingResultTypeDef
def get_value() -> TrainingResultTypeDef:
return {
"dataValidationMetrics": ...,
}
# TrainingResultTypeDef definition
class TrainingResultTypeDef(TypedDict):
dataValidationMetrics: NotRequired[DataValidationMetricsTypeDef], # (1)
trainingMetrics: NotRequired[TrainingMetricsTypeDef], # (2)
variableImportanceMetrics: NotRequired[VariableImportanceMetricsTypeDef], # (3)PutExternalModelRequestTypeDef#
# PutExternalModelRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import PutExternalModelRequestTypeDef
def get_value() -> PutExternalModelRequestTypeDef:
return {
"modelEndpoint": ...,
}
# PutExternalModelRequestTypeDef definition
class PutExternalModelRequestTypeDef(TypedDict):
modelEndpoint: str,
modelSource: ModelSourceType, # (1)
invokeModelEndpointRoleArn: str,
inputConfiguration: ModelInputConfigurationTypeDef, # (2)
outputConfiguration: ModelOutputConfigurationUnionTypeDef, # (3)
modelEndpointStatus: ModelEndpointStatusType, # (4)
tags: NotRequired[Sequence[TagTypeDef]], # (5)- See ModelSourceType
- See ModelInputConfigurationTypeDef
- See ModelOutputConfigurationUnionTypeDef
- See ModelEndpointStatusType
- See
Sequence[TagTypeDef]
OFITrainingMetricsValueTypeDef#
# OFITrainingMetricsValueTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import OFITrainingMetricsValueTypeDef
def get_value() -> OFITrainingMetricsValueTypeDef:
return {
"metricDataPoints": ...,
}
# OFITrainingMetricsValueTypeDef definition
class OFITrainingMetricsValueTypeDef(TypedDict):
metricDataPoints: NotRequired[List[OFIMetricDataPointTypeDef]], # (1)
modelPerformance: NotRequired[OFIModelPerformanceTypeDef], # (2)- See
List[OFIMetricDataPointTypeDef] - See OFIModelPerformanceTypeDef
TFITrainingMetricsValueTypeDef#
# TFITrainingMetricsValueTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TFITrainingMetricsValueTypeDef
def get_value() -> TFITrainingMetricsValueTypeDef:
return {
"metricDataPoints": ...,
}
# TFITrainingMetricsValueTypeDef definition
class TFITrainingMetricsValueTypeDef(TypedDict):
metricDataPoints: NotRequired[List[TFIMetricDataPointTypeDef]], # (1)
modelPerformance: NotRequired[TFIModelPerformanceTypeDef], # (2)- See
List[TFIMetricDataPointTypeDef] - See TFIModelPerformanceTypeDef
ModelVersionEvaluationTypeDef#
# ModelVersionEvaluationTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelVersionEvaluationTypeDef
def get_value() -> ModelVersionEvaluationTypeDef:
return {
"outputVariableName": ...,
}
# ModelVersionEvaluationTypeDef definition
class ModelVersionEvaluationTypeDef(TypedDict):
outputVariableName: NotRequired[str],
evaluationScore: NotRequired[str],
predictionExplanations: NotRequired[PredictionExplanationsTypeDef], # (1)CreateModelVersionRequestTypeDef#
# CreateModelVersionRequestTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import CreateModelVersionRequestTypeDef
def get_value() -> CreateModelVersionRequestTypeDef:
return {
"modelId": ...,
}
# CreateModelVersionRequestTypeDef definition
class CreateModelVersionRequestTypeDef(TypedDict):
modelId: str,
modelType: ModelTypeEnumType, # (1)
trainingDataSource: TrainingDataSourceEnumType, # (2)
trainingDataSchema: TrainingDataSchemaUnionTypeDef, # (3)
externalEventsDetail: NotRequired[ExternalEventsDetailTypeDef], # (4)
ingestedEventsDetail: NotRequired[IngestedEventsDetailTypeDef], # (5)
tags: NotRequired[Sequence[TagTypeDef]], # (6)- See ModelTypeEnumType
- See TrainingDataSourceEnumType
- See TrainingDataSchemaUnionTypeDef
- See ExternalEventsDetailTypeDef
- See IngestedEventsDetailTypeDef
- See
Sequence[TagTypeDef]
TrainingMetricsV2TypeDef#
# TrainingMetricsV2TypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TrainingMetricsV2TypeDef
def get_value() -> TrainingMetricsV2TypeDef:
return {
"ofi": ...,
}
# TrainingMetricsV2TypeDef definition
class TrainingMetricsV2TypeDef(TypedDict):
ofi: NotRequired[OFITrainingMetricsValueTypeDef], # (1)
tfi: NotRequired[TFITrainingMetricsValueTypeDef], # (2)
ati: NotRequired[ATITrainingMetricsValueTypeDef], # (3)- See OFITrainingMetricsValueTypeDef
- See TFITrainingMetricsValueTypeDef
- See ATITrainingMetricsValueTypeDef
EvaluatedModelVersionTypeDef#
# EvaluatedModelVersionTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import EvaluatedModelVersionTypeDef
def get_value() -> EvaluatedModelVersionTypeDef:
return {
"modelId": ...,
}
# EvaluatedModelVersionTypeDef definition
class EvaluatedModelVersionTypeDef(TypedDict):
modelId: NotRequired[str],
modelVersion: NotRequired[str],
modelType: NotRequired[str],
evaluations: NotRequired[List[ModelVersionEvaluationTypeDef]], # (1)- See
List[ModelVersionEvaluationTypeDef]
TrainingResultV2TypeDef#
# TrainingResultV2TypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import TrainingResultV2TypeDef
def get_value() -> TrainingResultV2TypeDef:
return {
"dataValidationMetrics": ...,
}
# TrainingResultV2TypeDef definition
class TrainingResultV2TypeDef(TypedDict):
dataValidationMetrics: NotRequired[DataValidationMetricsTypeDef], # (1)
trainingMetricsV2: NotRequired[TrainingMetricsV2TypeDef], # (2)
variableImportanceMetrics: NotRequired[VariableImportanceMetricsTypeDef], # (3)
aggregatedVariablesImportanceMetrics: NotRequired[AggregatedVariablesImportanceMetricsTypeDef], # (4)- See DataValidationMetricsTypeDef
- See TrainingMetricsV2TypeDef
- See VariableImportanceMetricsTypeDef
- See AggregatedVariablesImportanceMetricsTypeDef
GetEventPredictionMetadataResultTypeDef#
# GetEventPredictionMetadataResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import GetEventPredictionMetadataResultTypeDef
def get_value() -> GetEventPredictionMetadataResultTypeDef:
return {
"eventId": ...,
}
# GetEventPredictionMetadataResultTypeDef definition
class GetEventPredictionMetadataResultTypeDef(TypedDict):
eventId: str,
eventTypeName: str,
entityId: str,
entityType: str,
eventTimestamp: str,
detectorId: str,
detectorVersionId: str,
detectorVersionStatus: str,
eventVariables: List[EventVariableSummaryTypeDef], # (1)
rules: List[EvaluatedRuleTypeDef], # (2)
ruleExecutionMode: RuleExecutionModeType, # (3)
outcomes: List[str],
evaluatedModelVersions: List[EvaluatedModelVersionTypeDef], # (4)
evaluatedExternalModels: List[EvaluatedExternalModelTypeDef], # (5)
predictionTimestamp: str,
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See
List[EventVariableSummaryTypeDef] - See
List[EvaluatedRuleTypeDef] - See RuleExecutionModeType
- See
List[EvaluatedModelVersionTypeDef] - See
List[EvaluatedExternalModelTypeDef] - See ResponseMetadataTypeDef
ModelVersionDetailTypeDef#
# ModelVersionDetailTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import ModelVersionDetailTypeDef
def get_value() -> ModelVersionDetailTypeDef:
return {
"modelId": ...,
}
# ModelVersionDetailTypeDef definition
class ModelVersionDetailTypeDef(TypedDict):
modelId: NotRequired[str],
modelType: NotRequired[ModelTypeEnumType], # (1)
modelVersionNumber: NotRequired[str],
status: NotRequired[str],
trainingDataSource: NotRequired[TrainingDataSourceEnumType], # (2)
trainingDataSchema: NotRequired[TrainingDataSchemaOutputTypeDef], # (3)
externalEventsDetail: NotRequired[ExternalEventsDetailTypeDef], # (4)
ingestedEventsDetail: NotRequired[IngestedEventsDetailTypeDef], # (5)
trainingResult: NotRequired[TrainingResultTypeDef], # (6)
lastUpdatedTime: NotRequired[str],
createdTime: NotRequired[str],
arn: NotRequired[str],
trainingResultV2: NotRequired[TrainingResultV2TypeDef], # (7)- See ModelTypeEnumType
- See TrainingDataSourceEnumType
- See TrainingDataSchemaOutputTypeDef
- See ExternalEventsDetailTypeDef
- See IngestedEventsDetailTypeDef
- See TrainingResultTypeDef
- See TrainingResultV2TypeDef
DescribeModelVersionsResultTypeDef#
# DescribeModelVersionsResultTypeDef TypedDict usage example
from mypy_boto3_frauddetector.type_defs import DescribeModelVersionsResultTypeDef
def get_value() -> DescribeModelVersionsResultTypeDef:
return {
"modelVersionDetails": ...,
}
# DescribeModelVersionsResultTypeDef definition
class DescribeModelVersionsResultTypeDef(TypedDict):
modelVersionDetails: List[ModelVersionDetailTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
nextToken: NotRequired[str],- See
List[ModelVersionDetailTypeDef] - See ResponseMetadataTypeDef