Type definitions#
Index > ForecastService > Type definitions
Auto-generated documentation for ForecastService type annotations stubs module mypy-boto3-forecast.
ActionTypeDef#
# ActionTypeDef definition
class ActionTypeDef(TypedDict):
AttributeName: str,
Operation: OperationType, # (1)
Value: float,
- See OperationType
AdditionalDatasetTypeDef#
# AdditionalDatasetTypeDef definition
class AdditionalDatasetTypeDef(TypedDict):
Name: str,
Configuration: NotRequired[Mapping[str, Sequence[str]]],
AttributeConfigTypeDef#
# AttributeConfigTypeDef definition
class AttributeConfigTypeDef(TypedDict):
AttributeName: str,
Transformations: Mapping[str, str],
BaselineMetricTypeDef#
# BaselineMetricTypeDef definition
class BaselineMetricTypeDef(TypedDict):
Name: NotRequired[str],
Value: NotRequired[float],
CategoricalParameterRangeTypeDef#
# CategoricalParameterRangeTypeDef definition
class CategoricalParameterRangeTypeDef(TypedDict):
Name: str,
Values: Sequence[str],
ContinuousParameterRangeTypeDef#
# ContinuousParameterRangeTypeDef definition
class ContinuousParameterRangeTypeDef(TypedDict):
Name: str,
MaxValue: float,
MinValue: float,
ScalingType: NotRequired[ScalingTypeType], # (1)
- See ScalingTypeType
EncryptionConfigTypeDef#
# EncryptionConfigTypeDef definition
class EncryptionConfigTypeDef(TypedDict):
RoleArn: str,
KMSKeyArn: str,
MonitorConfigTypeDef#
# MonitorConfigTypeDef definition
class MonitorConfigTypeDef(TypedDict):
MonitorName: str,
TagTypeDef#
# TagTypeDef definition
class TagTypeDef(TypedDict):
Key: str,
Value: str,
TimeAlignmentBoundaryTypeDef#
# TimeAlignmentBoundaryTypeDef definition
class TimeAlignmentBoundaryTypeDef(TypedDict):
Month: NotRequired[MonthType], # (1)
DayOfMonth: NotRequired[int],
DayOfWeek: NotRequired[DayOfWeekType], # (2)
Hour: NotRequired[int],
- See MonthType
- See DayOfWeekType
ResponseMetadataTypeDef#
# ResponseMetadataTypeDef definition
class ResponseMetadataTypeDef(TypedDict):
RequestId: str,
HostId: str,
HTTPStatusCode: int,
HTTPHeaders: Dict[str, str],
RetryAttempts: int,
ExplainabilityConfigTypeDef#
# ExplainabilityConfigTypeDef definition
class ExplainabilityConfigTypeDef(TypedDict):
TimeSeriesGranularity: TimeSeriesGranularityType, # (1)
TimePointGranularity: TimePointGranularityType, # (2)
EvaluationParametersTypeDef#
# EvaluationParametersTypeDef definition
class EvaluationParametersTypeDef(TypedDict):
NumberOfBacktestWindows: NotRequired[int],
BackTestWindowOffset: NotRequired[int],
S3ConfigTypeDef#
# S3ConfigTypeDef definition
class S3ConfigTypeDef(TypedDict):
Path: str,
RoleArn: str,
KMSKeyArn: NotRequired[str],
DatasetGroupSummaryTypeDef#
# DatasetGroupSummaryTypeDef definition
class DatasetGroupSummaryTypeDef(TypedDict):
DatasetGroupArn: NotRequired[str],
DatasetGroupName: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
DatasetSummaryTypeDef#
# DatasetSummaryTypeDef definition
class DatasetSummaryTypeDef(TypedDict):
DatasetArn: NotRequired[str],
DatasetName: NotRequired[str],
DatasetType: NotRequired[DatasetTypeType], # (1)
Domain: NotRequired[DomainType], # (2)
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
- See DatasetTypeType
- See DomainType
DeleteDatasetGroupRequestRequestTypeDef#
# DeleteDatasetGroupRequestRequestTypeDef definition
class DeleteDatasetGroupRequestRequestTypeDef(TypedDict):
DatasetGroupArn: str,
DeleteDatasetImportJobRequestRequestTypeDef#
# DeleteDatasetImportJobRequestRequestTypeDef definition
class DeleteDatasetImportJobRequestRequestTypeDef(TypedDict):
DatasetImportJobArn: str,
DeleteDatasetRequestRequestTypeDef#
# DeleteDatasetRequestRequestTypeDef definition
class DeleteDatasetRequestRequestTypeDef(TypedDict):
DatasetArn: str,
DeleteExplainabilityExportRequestRequestTypeDef#
# DeleteExplainabilityExportRequestRequestTypeDef definition
class DeleteExplainabilityExportRequestRequestTypeDef(TypedDict):
ExplainabilityExportArn: str,
DeleteExplainabilityRequestRequestTypeDef#
# DeleteExplainabilityRequestRequestTypeDef definition
class DeleteExplainabilityRequestRequestTypeDef(TypedDict):
ExplainabilityArn: str,
DeleteForecastExportJobRequestRequestTypeDef#
# DeleteForecastExportJobRequestRequestTypeDef definition
class DeleteForecastExportJobRequestRequestTypeDef(TypedDict):
ForecastExportJobArn: str,
DeleteForecastRequestRequestTypeDef#
# DeleteForecastRequestRequestTypeDef definition
class DeleteForecastRequestRequestTypeDef(TypedDict):
ForecastArn: str,
DeleteMonitorRequestRequestTypeDef#
# DeleteMonitorRequestRequestTypeDef definition
class DeleteMonitorRequestRequestTypeDef(TypedDict):
MonitorArn: str,
DeletePredictorBacktestExportJobRequestRequestTypeDef#
# DeletePredictorBacktestExportJobRequestRequestTypeDef definition
class DeletePredictorBacktestExportJobRequestRequestTypeDef(TypedDict):
PredictorBacktestExportJobArn: str,
DeletePredictorRequestRequestTypeDef#
# DeletePredictorRequestRequestTypeDef definition
class DeletePredictorRequestRequestTypeDef(TypedDict):
PredictorArn: str,
DeleteResourceTreeRequestRequestTypeDef#
# DeleteResourceTreeRequestRequestTypeDef definition
class DeleteResourceTreeRequestRequestTypeDef(TypedDict):
ResourceArn: str,
DeleteWhatIfAnalysisRequestRequestTypeDef#
# DeleteWhatIfAnalysisRequestRequestTypeDef definition
class DeleteWhatIfAnalysisRequestRequestTypeDef(TypedDict):
WhatIfAnalysisArn: str,
DeleteWhatIfForecastExportRequestRequestTypeDef#
# DeleteWhatIfForecastExportRequestRequestTypeDef definition
class DeleteWhatIfForecastExportRequestRequestTypeDef(TypedDict):
WhatIfForecastExportArn: str,
DeleteWhatIfForecastRequestRequestTypeDef#
# DeleteWhatIfForecastRequestRequestTypeDef definition
class DeleteWhatIfForecastRequestRequestTypeDef(TypedDict):
WhatIfForecastArn: str,
DescribeAutoPredictorRequestRequestTypeDef#
# DescribeAutoPredictorRequestRequestTypeDef definition
class DescribeAutoPredictorRequestRequestTypeDef(TypedDict):
PredictorArn: str,
ExplainabilityInfoTypeDef#
# ExplainabilityInfoTypeDef definition
class ExplainabilityInfoTypeDef(TypedDict):
ExplainabilityArn: NotRequired[str],
Status: NotRequired[str],
MonitorInfoTypeDef#
# MonitorInfoTypeDef definition
class MonitorInfoTypeDef(TypedDict):
MonitorArn: NotRequired[str],
Status: NotRequired[str],
ReferencePredictorSummaryTypeDef#
# ReferencePredictorSummaryTypeDef definition
class ReferencePredictorSummaryTypeDef(TypedDict):
Arn: NotRequired[str],
State: NotRequired[StateType], # (1)
- See StateType
DescribeDatasetGroupRequestRequestTypeDef#
# DescribeDatasetGroupRequestRequestTypeDef definition
class DescribeDatasetGroupRequestRequestTypeDef(TypedDict):
DatasetGroupArn: str,
DescribeDatasetImportJobRequestRequestTypeDef#
# DescribeDatasetImportJobRequestRequestTypeDef definition
class DescribeDatasetImportJobRequestRequestTypeDef(TypedDict):
DatasetImportJobArn: str,
StatisticsTypeDef#
# StatisticsTypeDef definition
class StatisticsTypeDef(TypedDict):
Count: NotRequired[int],
CountDistinct: NotRequired[int],
CountNull: NotRequired[int],
CountNan: NotRequired[int],
Min: NotRequired[str],
Max: NotRequired[str],
Avg: NotRequired[float],
Stddev: NotRequired[float],
CountLong: NotRequired[int],
CountDistinctLong: NotRequired[int],
CountNullLong: NotRequired[int],
CountNanLong: NotRequired[int],
DescribeDatasetRequestRequestTypeDef#
# DescribeDatasetRequestRequestTypeDef definition
class DescribeDatasetRequestRequestTypeDef(TypedDict):
DatasetArn: str,
DescribeExplainabilityExportRequestRequestTypeDef#
# DescribeExplainabilityExportRequestRequestTypeDef definition
class DescribeExplainabilityExportRequestRequestTypeDef(TypedDict):
ExplainabilityExportArn: str,
DescribeExplainabilityRequestRequestTypeDef#
# DescribeExplainabilityRequestRequestTypeDef definition
class DescribeExplainabilityRequestRequestTypeDef(TypedDict):
ExplainabilityArn: str,
DescribeForecastExportJobRequestRequestTypeDef#
# DescribeForecastExportJobRequestRequestTypeDef definition
class DescribeForecastExportJobRequestRequestTypeDef(TypedDict):
ForecastExportJobArn: str,
DescribeForecastRequestRequestTypeDef#
# DescribeForecastRequestRequestTypeDef definition
class DescribeForecastRequestRequestTypeDef(TypedDict):
ForecastArn: str,
DescribeMonitorRequestRequestTypeDef#
# DescribeMonitorRequestRequestTypeDef definition
class DescribeMonitorRequestRequestTypeDef(TypedDict):
MonitorArn: str,
DescribePredictorBacktestExportJobRequestRequestTypeDef#
# DescribePredictorBacktestExportJobRequestRequestTypeDef definition
class DescribePredictorBacktestExportJobRequestRequestTypeDef(TypedDict):
PredictorBacktestExportJobArn: str,
DescribePredictorRequestRequestTypeDef#
# DescribePredictorRequestRequestTypeDef definition
class DescribePredictorRequestRequestTypeDef(TypedDict):
PredictorArn: str,
DescribeWhatIfAnalysisRequestRequestTypeDef#
# DescribeWhatIfAnalysisRequestRequestTypeDef definition
class DescribeWhatIfAnalysisRequestRequestTypeDef(TypedDict):
WhatIfAnalysisArn: str,
DescribeWhatIfForecastExportRequestRequestTypeDef#
# DescribeWhatIfForecastExportRequestRequestTypeDef definition
class DescribeWhatIfForecastExportRequestRequestTypeDef(TypedDict):
WhatIfForecastExportArn: str,
DescribeWhatIfForecastRequestRequestTypeDef#
# DescribeWhatIfForecastRequestRequestTypeDef definition
class DescribeWhatIfForecastRequestRequestTypeDef(TypedDict):
WhatIfForecastArn: str,
ErrorMetricTypeDef#
# ErrorMetricTypeDef definition
class ErrorMetricTypeDef(TypedDict):
ForecastType: NotRequired[str],
WAPE: NotRequired[float],
RMSE: NotRequired[float],
MASE: NotRequired[float],
MAPE: NotRequired[float],
FeaturizationMethodTypeDef#
# FeaturizationMethodTypeDef definition
class FeaturizationMethodTypeDef(TypedDict):
FeaturizationMethodName: FeaturizationMethodNameType, # (1)
FeaturizationMethodParameters: NotRequired[Mapping[str, str]],
FilterTypeDef#
# FilterTypeDef definition
class FilterTypeDef(TypedDict):
Key: str,
Value: str,
Condition: FilterConditionStringType, # (1)
ForecastSummaryTypeDef#
# ForecastSummaryTypeDef definition
class ForecastSummaryTypeDef(TypedDict):
ForecastArn: NotRequired[str],
ForecastName: NotRequired[str],
PredictorArn: NotRequired[str],
CreatedUsingAutoPredictor: NotRequired[bool],
DatasetGroupArn: NotRequired[str],
Status: NotRequired[str],
Message: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
GetAccuracyMetricsRequestRequestTypeDef#
# GetAccuracyMetricsRequestRequestTypeDef definition
class GetAccuracyMetricsRequestRequestTypeDef(TypedDict):
PredictorArn: str,
SupplementaryFeatureTypeDef#
# SupplementaryFeatureTypeDef definition
class SupplementaryFeatureTypeDef(TypedDict):
Name: str,
Value: str,
IntegerParameterRangeTypeDef#
# IntegerParameterRangeTypeDef definition
class IntegerParameterRangeTypeDef(TypedDict):
Name: str,
MaxValue: int,
MinValue: int,
ScalingType: NotRequired[ScalingTypeType], # (1)
- See ScalingTypeType
PaginatorConfigTypeDef#
# PaginatorConfigTypeDef definition
class PaginatorConfigTypeDef(TypedDict):
MaxItems: NotRequired[int],
PageSize: NotRequired[int],
StartingToken: NotRequired[str],
ListDatasetGroupsRequestRequestTypeDef#
# ListDatasetGroupsRequestRequestTypeDef definition
class ListDatasetGroupsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
ListDatasetsRequestRequestTypeDef#
# ListDatasetsRequestRequestTypeDef definition
class ListDatasetsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
MonitorSummaryTypeDef#
# MonitorSummaryTypeDef definition
class MonitorSummaryTypeDef(TypedDict):
MonitorArn: NotRequired[str],
MonitorName: NotRequired[str],
ResourceArn: NotRequired[str],
Status: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
ListTagsForResourceRequestRequestTypeDef#
# ListTagsForResourceRequestRequestTypeDef definition
class ListTagsForResourceRequestRequestTypeDef(TypedDict):
ResourceArn: str,
WhatIfAnalysisSummaryTypeDef#
# WhatIfAnalysisSummaryTypeDef definition
class WhatIfAnalysisSummaryTypeDef(TypedDict):
WhatIfAnalysisArn: NotRequired[str],
WhatIfAnalysisName: NotRequired[str],
ForecastArn: NotRequired[str],
Status: NotRequired[str],
Message: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
WhatIfForecastSummaryTypeDef#
# WhatIfForecastSummaryTypeDef definition
class WhatIfForecastSummaryTypeDef(TypedDict):
WhatIfForecastArn: NotRequired[str],
WhatIfForecastName: NotRequired[str],
WhatIfAnalysisArn: NotRequired[str],
Status: NotRequired[str],
Message: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
MetricResultTypeDef#
# MetricResultTypeDef definition
class MetricResultTypeDef(TypedDict):
MetricName: NotRequired[str],
MetricValue: NotRequired[float],
WeightedQuantileLossTypeDef#
# WeightedQuantileLossTypeDef definition
class WeightedQuantileLossTypeDef(TypedDict):
Quantile: NotRequired[float],
LossValue: NotRequired[float],
MonitorDataSourceTypeDef#
# MonitorDataSourceTypeDef definition
class MonitorDataSourceTypeDef(TypedDict):
DatasetImportJobArn: NotRequired[str],
ForecastArn: NotRequired[str],
PredictorArn: NotRequired[str],
PredictorEventTypeDef#
# PredictorEventTypeDef definition
class PredictorEventTypeDef(TypedDict):
Detail: NotRequired[str],
Datetime: NotRequired[datetime],
TestWindowSummaryTypeDef#
# TestWindowSummaryTypeDef definition
class TestWindowSummaryTypeDef(TypedDict):
TestWindowStart: NotRequired[datetime],
TestWindowEnd: NotRequired[datetime],
Status: NotRequired[str],
Message: NotRequired[str],
ResumeResourceRequestRequestTypeDef#
# ResumeResourceRequestRequestTypeDef definition
class ResumeResourceRequestRequestTypeDef(TypedDict):
ResourceArn: str,
SchemaAttributeTypeDef#
# SchemaAttributeTypeDef definition
class SchemaAttributeTypeDef(TypedDict):
AttributeName: NotRequired[str],
AttributeType: NotRequired[AttributeTypeType], # (1)
StopResourceRequestRequestTypeDef#
# StopResourceRequestRequestTypeDef definition
class StopResourceRequestRequestTypeDef(TypedDict):
ResourceArn: str,
TimeSeriesConditionTypeDef#
# TimeSeriesConditionTypeDef definition
class TimeSeriesConditionTypeDef(TypedDict):
AttributeName: str,
AttributeValue: str,
Condition: ConditionType, # (1)
- See ConditionType
UntagResourceRequestRequestTypeDef#
# UntagResourceRequestRequestTypeDef definition
class UntagResourceRequestRequestTypeDef(TypedDict):
ResourceArn: str,
TagKeys: Sequence[str],
UpdateDatasetGroupRequestRequestTypeDef#
# UpdateDatasetGroupRequestRequestTypeDef definition
class UpdateDatasetGroupRequestRequestTypeDef(TypedDict):
DatasetGroupArn: str,
DatasetArns: Sequence[str],
DataConfigTypeDef#
# DataConfigTypeDef definition
class DataConfigTypeDef(TypedDict):
DatasetGroupArn: str,
AttributeConfigs: NotRequired[Sequence[AttributeConfigTypeDef]], # (1)
AdditionalDatasets: NotRequired[Sequence[AdditionalDatasetTypeDef]], # (2)
PredictorBaselineTypeDef#
# PredictorBaselineTypeDef definition
class PredictorBaselineTypeDef(TypedDict):
BaselineMetrics: NotRequired[List[BaselineMetricTypeDef]], # (1)
CreateDatasetGroupRequestRequestTypeDef#
# CreateDatasetGroupRequestRequestTypeDef definition
class CreateDatasetGroupRequestRequestTypeDef(TypedDict):
DatasetGroupName: str,
Domain: DomainType, # (1)
DatasetArns: NotRequired[Sequence[str]],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)
- See DomainType
- See TagTypeDef
CreateMonitorRequestRequestTypeDef#
# CreateMonitorRequestRequestTypeDef definition
class CreateMonitorRequestRequestTypeDef(TypedDict):
MonitorName: str,
ResourceArn: str,
Tags: NotRequired[Sequence[TagTypeDef]], # (1)
- See TagTypeDef
TagResourceRequestRequestTypeDef#
# TagResourceRequestRequestTypeDef definition
class TagResourceRequestRequestTypeDef(TypedDict):
ResourceArn: str,
Tags: Sequence[TagTypeDef], # (1)
- See TagTypeDef
CreateAutoPredictorResponseTypeDef#
# CreateAutoPredictorResponseTypeDef definition
class CreateAutoPredictorResponseTypeDef(TypedDict):
PredictorArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateDatasetGroupResponseTypeDef#
# CreateDatasetGroupResponseTypeDef definition
class CreateDatasetGroupResponseTypeDef(TypedDict):
DatasetGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateDatasetImportJobResponseTypeDef#
# CreateDatasetImportJobResponseTypeDef definition
class CreateDatasetImportJobResponseTypeDef(TypedDict):
DatasetImportJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateDatasetResponseTypeDef#
# CreateDatasetResponseTypeDef definition
class CreateDatasetResponseTypeDef(TypedDict):
DatasetArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateExplainabilityExportResponseTypeDef#
# CreateExplainabilityExportResponseTypeDef definition
class CreateExplainabilityExportResponseTypeDef(TypedDict):
ExplainabilityExportArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateExplainabilityResponseTypeDef#
# CreateExplainabilityResponseTypeDef definition
class CreateExplainabilityResponseTypeDef(TypedDict):
ExplainabilityArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateForecastExportJobResponseTypeDef#
# CreateForecastExportJobResponseTypeDef definition
class CreateForecastExportJobResponseTypeDef(TypedDict):
ForecastExportJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateForecastResponseTypeDef#
# CreateForecastResponseTypeDef definition
class CreateForecastResponseTypeDef(TypedDict):
ForecastArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateMonitorResponseTypeDef#
# CreateMonitorResponseTypeDef definition
class CreateMonitorResponseTypeDef(TypedDict):
MonitorArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreatePredictorBacktestExportJobResponseTypeDef#
# CreatePredictorBacktestExportJobResponseTypeDef definition
class CreatePredictorBacktestExportJobResponseTypeDef(TypedDict):
PredictorBacktestExportJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreatePredictorResponseTypeDef#
# CreatePredictorResponseTypeDef definition
class CreatePredictorResponseTypeDef(TypedDict):
PredictorArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateWhatIfAnalysisResponseTypeDef#
# CreateWhatIfAnalysisResponseTypeDef definition
class CreateWhatIfAnalysisResponseTypeDef(TypedDict):
WhatIfAnalysisArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateWhatIfForecastExportResponseTypeDef#
# CreateWhatIfForecastExportResponseTypeDef definition
class CreateWhatIfForecastExportResponseTypeDef(TypedDict):
WhatIfForecastExportArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
CreateWhatIfForecastResponseTypeDef#
# CreateWhatIfForecastResponseTypeDef definition
class CreateWhatIfForecastResponseTypeDef(TypedDict):
WhatIfForecastArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)
DescribeDatasetGroupResponseTypeDef#
# DescribeDatasetGroupResponseTypeDef definition
class DescribeDatasetGroupResponseTypeDef(TypedDict):
DatasetGroupName: str,
DatasetGroupArn: str,
DatasetArns: List[str],
Domain: DomainType, # (1)
Status: str,
CreationTime: datetime,
LastModificationTime: datetime,
ResponseMetadata: ResponseMetadataTypeDef, # (2)
- See DomainType
- See ResponseMetadataTypeDef
EmptyResponseMetadataTypeDef#
# EmptyResponseMetadataTypeDef definition
class EmptyResponseMetadataTypeDef(TypedDict):
ResponseMetadata: ResponseMetadataTypeDef, # (1)
ListTagsForResourceResponseTypeDef#
# ListTagsForResourceResponseTypeDef definition
class ListTagsForResourceResponseTypeDef(TypedDict):
Tags: List[TagTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
- See TagTypeDef
- See ResponseMetadataTypeDef
ExplainabilitySummaryTypeDef#
# ExplainabilitySummaryTypeDef definition
class ExplainabilitySummaryTypeDef(TypedDict):
ExplainabilityArn: NotRequired[str],
ExplainabilityName: NotRequired[str],
ResourceArn: NotRequired[str],
ExplainabilityConfig: NotRequired[ExplainabilityConfigTypeDef], # (1)
Status: NotRequired[str],
Message: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
DataDestinationTypeDef#
# DataDestinationTypeDef definition
class DataDestinationTypeDef(TypedDict):
S3Config: S3ConfigTypeDef, # (1)
- See S3ConfigTypeDef
DataSourceTypeDef#
# DataSourceTypeDef definition
class DataSourceTypeDef(TypedDict):
S3Config: S3ConfigTypeDef, # (1)
- See S3ConfigTypeDef
ListDatasetGroupsResponseTypeDef#
# ListDatasetGroupsResponseTypeDef definition
class ListDatasetGroupsResponseTypeDef(TypedDict):
DatasetGroups: List[DatasetGroupSummaryTypeDef], # (1)
NextToken: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)
ListDatasetsResponseTypeDef#
# ListDatasetsResponseTypeDef definition
class ListDatasetsResponseTypeDef(TypedDict):
Datasets: List[DatasetSummaryTypeDef], # (1)
NextToken: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)
PredictorSummaryTypeDef#
# PredictorSummaryTypeDef definition
class PredictorSummaryTypeDef(TypedDict):
PredictorArn: NotRequired[str],
PredictorName: NotRequired[str],
DatasetGroupArn: NotRequired[str],
IsAutoPredictor: NotRequired[bool],
ReferencePredictorSummary: NotRequired[ReferencePredictorSummaryTypeDef], # (1)
Status: NotRequired[str],
Message: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModificationTime: NotRequired[datetime],
FeaturizationTypeDef#
# FeaturizationTypeDef definition
class FeaturizationTypeDef(TypedDict):
AttributeName: str,
FeaturizationPipeline: NotRequired[Sequence[FeaturizationMethodTypeDef]], # (1)
ListDatasetImportJobsRequestRequestTypeDef#
# ListDatasetImportJobsRequestRequestTypeDef definition
class ListDatasetImportJobsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListExplainabilitiesRequestRequestTypeDef#
# ListExplainabilitiesRequestRequestTypeDef definition
class ListExplainabilitiesRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListExplainabilityExportsRequestRequestTypeDef#
# ListExplainabilityExportsRequestRequestTypeDef definition
class ListExplainabilityExportsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListForecastExportJobsRequestRequestTypeDef#
# ListForecastExportJobsRequestRequestTypeDef definition
class ListForecastExportJobsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListForecastsRequestRequestTypeDef#
# ListForecastsRequestRequestTypeDef definition
class ListForecastsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListMonitorEvaluationsRequestRequestTypeDef#
# ListMonitorEvaluationsRequestRequestTypeDef definition
class ListMonitorEvaluationsRequestRequestTypeDef(TypedDict):
MonitorArn: str,
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListMonitorsRequestRequestTypeDef#
# ListMonitorsRequestRequestTypeDef definition
class ListMonitorsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListPredictorBacktestExportJobsRequestRequestTypeDef#
# ListPredictorBacktestExportJobsRequestRequestTypeDef definition
class ListPredictorBacktestExportJobsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListPredictorsRequestRequestTypeDef#
# ListPredictorsRequestRequestTypeDef definition
class ListPredictorsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListWhatIfAnalysesRequestRequestTypeDef#
# ListWhatIfAnalysesRequestRequestTypeDef definition
class ListWhatIfAnalysesRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListWhatIfForecastExportsRequestRequestTypeDef#
# ListWhatIfForecastExportsRequestRequestTypeDef definition
class ListWhatIfForecastExportsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListWhatIfForecastsRequestRequestTypeDef#
# ListWhatIfForecastsRequestRequestTypeDef definition
class ListWhatIfForecastsRequestRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
- See FilterTypeDef
ListForecastsResponseTypeDef#
# ListForecastsResponseTypeDef definition
class ListForecastsResponseTypeDef(TypedDict):
Forecasts: List[ForecastSummaryTypeDef], # (1)
NextToken: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)
InputDataConfigTypeDef#
# InputDataConfigTypeDef definition
class InputDataConfigTypeDef(TypedDict):
DatasetGroupArn: str,
SupplementaryFeatures: NotRequired[Sequence[SupplementaryFeatureTypeDef]], # (1)
ParameterRangesTypeDef#
# ParameterRangesTypeDef definition
class ParameterRangesTypeDef(TypedDict):
CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterRangeTypeDef]], # (1)
ContinuousParameterRanges: NotRequired[Sequence[ContinuousParameterRangeTypeDef]], # (2)
IntegerParameterRanges: NotRequired[Sequence[IntegerParameterRangeTypeDef]], # (3)
- See CategoricalParameterRangeTypeDef
- See ContinuousParameterRangeTypeDef
- See IntegerParameterRangeTypeDef
ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef#
# ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef definition
class ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef(TypedDict):
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)
ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef#
# ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef definition
class ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListDatasetsRequestListDatasetsPaginateTypeDef#
# ListDatasetsRequestListDatasetsPaginateTypeDef definition
class ListDatasetsRequestListDatasetsPaginateTypeDef(TypedDict):
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)
ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef#
# ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef definition
class ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef#
# ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef definition
class ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef#
# ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef definition
class ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListForecastsRequestListForecastsPaginateTypeDef#
# ListForecastsRequestListForecastsPaginateTypeDef definition
class ListForecastsRequestListForecastsPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef#
# ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef definition
class ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef(TypedDict):
MonitorArn: str,
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListMonitorsRequestListMonitorsPaginateTypeDef#
# ListMonitorsRequestListMonitorsPaginateTypeDef definition
class ListMonitorsRequestListMonitorsPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef#
# ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef definition
class ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)
- See FilterTypeDef
- See PaginatorConfigTypeDef
ListPredictorsRequestListPredictorsPaginateTypeDef#
# ListPredictorsRequestListPredictorsPaginateTypeDef definition
class ListPredictorsRequestListPredictorsPaginateTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)