Typed dictionaries

Index > ForecastService > Typed dictionaries

Auto-generated documentation for ForecastService type annotations stubs module types-aiobotocore-forecast.

ActionTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ActionTypeDef

def get_value() -> ActionTypeDef:
    return {
        "AttributeName": ...,
        "Operation": ...,
        "Value": ...,
    }

Definition

class ActionTypeDef(TypedDict):
    AttributeName: str,
    Operation: OperationType,  # (1)
    Value: float,

1. See OperationType

AdditionalDatasetTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import AdditionalDatasetTypeDef

def get_value() -> AdditionalDatasetTypeDef:
    return {
        "Name": ...,
    }

Definition

class AdditionalDatasetTypeDef(TypedDict):
    Name: str,
    Configuration: NotRequired[Mapping[str, Sequence[str]]],

AttributeConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import AttributeConfigTypeDef

def get_value() -> AttributeConfigTypeDef:
    return {
        "AttributeName": ...,
        "Transformations": ...,
    }

Definition

class AttributeConfigTypeDef(TypedDict):
    AttributeName: str,
    Transformations: Mapping[str, str],

BaselineMetricTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import BaselineMetricTypeDef

def get_value() -> BaselineMetricTypeDef:
    return {
        "Name": ...,
    }

Definition

class BaselineMetricTypeDef(TypedDict):
    Name: NotRequired[str],
    Value: NotRequired[float],

CategoricalParameterRangeTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CategoricalParameterRangeTypeDef

def get_value() -> CategoricalParameterRangeTypeDef:
    return {
        "Name": ...,
        "Values": ...,
    }

Definition

class CategoricalParameterRangeTypeDef(TypedDict):
    Name: str,
    Values: Sequence[str],

ContinuousParameterRangeTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ContinuousParameterRangeTypeDef

def get_value() -> ContinuousParameterRangeTypeDef:
    return {
        "Name": ...,
        "MaxValue": ...,
        "MinValue": ...,
    }

Definition

class ContinuousParameterRangeTypeDef(TypedDict):
    Name: str,
    MaxValue: float,
    MinValue: float,
    ScalingType: NotRequired[ScalingTypeType],  # (1)

1. See ScalingTypeType

EncryptionConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import EncryptionConfigTypeDef

def get_value() -> EncryptionConfigTypeDef:
    return {
        "RoleArn": ...,
        "KMSKeyArn": ...,
    }

Definition

class EncryptionConfigTypeDef(TypedDict):
    RoleArn: str,
    KMSKeyArn: str,

MonitorConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import MonitorConfigTypeDef

def get_value() -> MonitorConfigTypeDef:
    return {
        "MonitorName": ...,
    }

Definition

class MonitorConfigTypeDef(TypedDict):
    MonitorName: str,

TagTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TagTypeDef

def get_value() -> TagTypeDef:
    return {
        "Key": ...,
        "Value": ...,
    }

Definition

class TagTypeDef(TypedDict):
    Key: str,
    Value: str,

TimeAlignmentBoundaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TimeAlignmentBoundaryTypeDef

def get_value() -> TimeAlignmentBoundaryTypeDef:
    return {
        "Month": ...,
    }

Definition

class TimeAlignmentBoundaryTypeDef(TypedDict):
    Month: NotRequired[MonthType],  # (1)
    DayOfMonth: NotRequired[int],
    DayOfWeek: NotRequired[DayOfWeekType],  # (2)
    Hour: NotRequired[int],

1. See MonthType
2. See DayOfWeekType

ResponseMetadataTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ResponseMetadataTypeDef

def get_value() -> ResponseMetadataTypeDef:
    return {
        "RequestId": ...,
        "HostId": ...,
        "HTTPStatusCode": ...,
        "HTTPHeaders": ...,
        "RetryAttempts": ...,
    }

Definition

class ResponseMetadataTypeDef(TypedDict):
    RequestId: str,
    HostId: str,
    HTTPStatusCode: int,
    HTTPHeaders: Dict[str, str],
    RetryAttempts: int,

ExplainabilityConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ExplainabilityConfigTypeDef

def get_value() -> ExplainabilityConfigTypeDef:
    return {
        "TimeSeriesGranularity": ...,
        "TimePointGranularity": ...,
    }

Definition

class ExplainabilityConfigTypeDef(TypedDict):
    TimeSeriesGranularity: TimeSeriesGranularityType,  # (1)
    TimePointGranularity: TimePointGranularityType,  # (2)

1. See TimeSeriesGranularityType
2. See TimePointGranularityType

EvaluationParametersTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import EvaluationParametersTypeDef

def get_value() -> EvaluationParametersTypeDef:
    return {
        "NumberOfBacktestWindows": ...,
    }

Definition

class EvaluationParametersTypeDef(TypedDict):
    NumberOfBacktestWindows: NotRequired[int],
    BackTestWindowOffset: NotRequired[int],

S3ConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import S3ConfigTypeDef

def get_value() -> S3ConfigTypeDef:
    return {
        "Path": ...,
        "RoleArn": ...,
    }

Definition

class S3ConfigTypeDef(TypedDict):
    Path: str,
    RoleArn: str,
    KMSKeyArn: NotRequired[str],

DatasetGroupSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DatasetGroupSummaryTypeDef

def get_value() -> DatasetGroupSummaryTypeDef:
    return {
        "DatasetGroupArn": ...,
    }

Definition

class DatasetGroupSummaryTypeDef(TypedDict):
    DatasetGroupArn: NotRequired[str],
    DatasetGroupName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

DatasetSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DatasetSummaryTypeDef

def get_value() -> DatasetSummaryTypeDef:
    return {
        "DatasetArn": ...,
    }

Definition

class DatasetSummaryTypeDef(TypedDict):
    DatasetArn: NotRequired[str],
    DatasetName: NotRequired[str],
    DatasetType: NotRequired[DatasetTypeType],  # (1)
    Domain: NotRequired[DomainType],  # (2)
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

1. See DatasetTypeType
2. See DomainType

DeleteDatasetGroupRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteDatasetGroupRequestRequestTypeDef

def get_value() -> DeleteDatasetGroupRequestRequestTypeDef:
    return {
        "DatasetGroupArn": ...,
    }

Definition

class DeleteDatasetGroupRequestRequestTypeDef(TypedDict):
    DatasetGroupArn: str,

DeleteDatasetImportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteDatasetImportJobRequestRequestTypeDef

def get_value() -> DeleteDatasetImportJobRequestRequestTypeDef:
    return {
        "DatasetImportJobArn": ...,
    }

Definition

class DeleteDatasetImportJobRequestRequestTypeDef(TypedDict):
    DatasetImportJobArn: str,

DeleteDatasetRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteDatasetRequestRequestTypeDef

def get_value() -> DeleteDatasetRequestRequestTypeDef:
    return {
        "DatasetArn": ...,
    }

Definition

class DeleteDatasetRequestRequestTypeDef(TypedDict):
    DatasetArn: str,

DeleteExplainabilityExportRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteExplainabilityExportRequestRequestTypeDef

def get_value() -> DeleteExplainabilityExportRequestRequestTypeDef:
    return {
        "ExplainabilityExportArn": ...,
    }

Definition

class DeleteExplainabilityExportRequestRequestTypeDef(TypedDict):
    ExplainabilityExportArn: str,

DeleteExplainabilityRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteExplainabilityRequestRequestTypeDef

def get_value() -> DeleteExplainabilityRequestRequestTypeDef:
    return {
        "ExplainabilityArn": ...,
    }

Definition

class DeleteExplainabilityRequestRequestTypeDef(TypedDict):
    ExplainabilityArn: str,

DeleteForecastExportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteForecastExportJobRequestRequestTypeDef

def get_value() -> DeleteForecastExportJobRequestRequestTypeDef:
    return {
        "ForecastExportJobArn": ...,
    }

Definition

class DeleteForecastExportJobRequestRequestTypeDef(TypedDict):
    ForecastExportJobArn: str,

DeleteForecastRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteForecastRequestRequestTypeDef

def get_value() -> DeleteForecastRequestRequestTypeDef:
    return {
        "ForecastArn": ...,
    }

Definition

class DeleteForecastRequestRequestTypeDef(TypedDict):
    ForecastArn: str,

DeleteMonitorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteMonitorRequestRequestTypeDef

def get_value() -> DeleteMonitorRequestRequestTypeDef:
    return {
        "MonitorArn": ...,
    }

Definition

class DeleteMonitorRequestRequestTypeDef(TypedDict):
    MonitorArn: str,

DeletePredictorBacktestExportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeletePredictorBacktestExportJobRequestRequestTypeDef

def get_value() -> DeletePredictorBacktestExportJobRequestRequestTypeDef:
    return {
        "PredictorBacktestExportJobArn": ...,
    }

Definition

class DeletePredictorBacktestExportJobRequestRequestTypeDef(TypedDict):
    PredictorBacktestExportJobArn: str,

DeletePredictorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeletePredictorRequestRequestTypeDef

def get_value() -> DeletePredictorRequestRequestTypeDef:
    return {
        "PredictorArn": ...,
    }

Definition

class DeletePredictorRequestRequestTypeDef(TypedDict):
    PredictorArn: str,

DeleteResourceTreeRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteResourceTreeRequestRequestTypeDef

def get_value() -> DeleteResourceTreeRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

class DeleteResourceTreeRequestRequestTypeDef(TypedDict):
    ResourceArn: str,

DeleteWhatIfAnalysisRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteWhatIfAnalysisRequestRequestTypeDef

def get_value() -> DeleteWhatIfAnalysisRequestRequestTypeDef:
    return {
        "WhatIfAnalysisArn": ...,
    }

Definition

class DeleteWhatIfAnalysisRequestRequestTypeDef(TypedDict):
    WhatIfAnalysisArn: str,

DeleteWhatIfForecastExportRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteWhatIfForecastExportRequestRequestTypeDef

def get_value() -> DeleteWhatIfForecastExportRequestRequestTypeDef:
    return {
        "WhatIfForecastExportArn": ...,
    }

Definition

class DeleteWhatIfForecastExportRequestRequestTypeDef(TypedDict):
    WhatIfForecastExportArn: str,

DeleteWhatIfForecastRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DeleteWhatIfForecastRequestRequestTypeDef

def get_value() -> DeleteWhatIfForecastRequestRequestTypeDef:
    return {
        "WhatIfForecastArn": ...,
    }

Definition

class DeleteWhatIfForecastRequestRequestTypeDef(TypedDict):
    WhatIfForecastArn: str,

DescribeAutoPredictorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeAutoPredictorRequestRequestTypeDef

def get_value() -> DescribeAutoPredictorRequestRequestTypeDef:
    return {
        "PredictorArn": ...,
    }

Definition

class DescribeAutoPredictorRequestRequestTypeDef(TypedDict):
    PredictorArn: str,

ExplainabilityInfoTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ExplainabilityInfoTypeDef

def get_value() -> ExplainabilityInfoTypeDef:
    return {
        "ExplainabilityArn": ...,
    }

Definition

class ExplainabilityInfoTypeDef(TypedDict):
    ExplainabilityArn: NotRequired[str],
    Status: NotRequired[str],

MonitorInfoTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import MonitorInfoTypeDef

def get_value() -> MonitorInfoTypeDef:
    return {
        "MonitorArn": ...,
    }

Definition

class MonitorInfoTypeDef(TypedDict):
    MonitorArn: NotRequired[str],
    Status: NotRequired[str],

ReferencePredictorSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ReferencePredictorSummaryTypeDef

def get_value() -> ReferencePredictorSummaryTypeDef:
    return {
        "Arn": ...,
    }

Definition

class ReferencePredictorSummaryTypeDef(TypedDict):
    Arn: NotRequired[str],
    State: NotRequired[StateType],  # (1)

1. See StateType

DescribeDatasetGroupRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeDatasetGroupRequestRequestTypeDef

def get_value() -> DescribeDatasetGroupRequestRequestTypeDef:
    return {
        "DatasetGroupArn": ...,
    }

Definition

class DescribeDatasetGroupRequestRequestTypeDef(TypedDict):
    DatasetGroupArn: str,

DescribeDatasetImportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeDatasetImportJobRequestRequestTypeDef

def get_value() -> DescribeDatasetImportJobRequestRequestTypeDef:
    return {
        "DatasetImportJobArn": ...,
    }

Definition

class DescribeDatasetImportJobRequestRequestTypeDef(TypedDict):
    DatasetImportJobArn: str,

StatisticsTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import StatisticsTypeDef

def get_value() -> StatisticsTypeDef:
    return {
        "Count": ...,
    }

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

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeDatasetRequestRequestTypeDef

def get_value() -> DescribeDatasetRequestRequestTypeDef:
    return {
        "DatasetArn": ...,
    }

Definition

class DescribeDatasetRequestRequestTypeDef(TypedDict):
    DatasetArn: str,

DescribeExplainabilityExportRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeExplainabilityExportRequestRequestTypeDef

def get_value() -> DescribeExplainabilityExportRequestRequestTypeDef:
    return {
        "ExplainabilityExportArn": ...,
    }

Definition

class DescribeExplainabilityExportRequestRequestTypeDef(TypedDict):
    ExplainabilityExportArn: str,

DescribeExplainabilityRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeExplainabilityRequestRequestTypeDef

def get_value() -> DescribeExplainabilityRequestRequestTypeDef:
    return {
        "ExplainabilityArn": ...,
    }

Definition

class DescribeExplainabilityRequestRequestTypeDef(TypedDict):
    ExplainabilityArn: str,

DescribeForecastExportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeForecastExportJobRequestRequestTypeDef

def get_value() -> DescribeForecastExportJobRequestRequestTypeDef:
    return {
        "ForecastExportJobArn": ...,
    }

Definition

class DescribeForecastExportJobRequestRequestTypeDef(TypedDict):
    ForecastExportJobArn: str,

DescribeForecastRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeForecastRequestRequestTypeDef

def get_value() -> DescribeForecastRequestRequestTypeDef:
    return {
        "ForecastArn": ...,
    }

Definition

class DescribeForecastRequestRequestTypeDef(TypedDict):
    ForecastArn: str,

DescribeMonitorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeMonitorRequestRequestTypeDef

def get_value() -> DescribeMonitorRequestRequestTypeDef:
    return {
        "MonitorArn": ...,
    }

Definition

class DescribeMonitorRequestRequestTypeDef(TypedDict):
    MonitorArn: str,

DescribePredictorBacktestExportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribePredictorBacktestExportJobRequestRequestTypeDef

def get_value() -> DescribePredictorBacktestExportJobRequestRequestTypeDef:
    return {
        "PredictorBacktestExportJobArn": ...,
    }

Definition

class DescribePredictorBacktestExportJobRequestRequestTypeDef(TypedDict):
    PredictorBacktestExportJobArn: str,

DescribePredictorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribePredictorRequestRequestTypeDef

def get_value() -> DescribePredictorRequestRequestTypeDef:
    return {
        "PredictorArn": ...,
    }

Definition

class DescribePredictorRequestRequestTypeDef(TypedDict):
    PredictorArn: str,

DescribeWhatIfAnalysisRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeWhatIfAnalysisRequestRequestTypeDef

def get_value() -> DescribeWhatIfAnalysisRequestRequestTypeDef:
    return {
        "WhatIfAnalysisArn": ...,
    }

Definition

class DescribeWhatIfAnalysisRequestRequestTypeDef(TypedDict):
    WhatIfAnalysisArn: str,

DescribeWhatIfForecastExportRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeWhatIfForecastExportRequestRequestTypeDef

def get_value() -> DescribeWhatIfForecastExportRequestRequestTypeDef:
    return {
        "WhatIfForecastExportArn": ...,
    }

Definition

class DescribeWhatIfForecastExportRequestRequestTypeDef(TypedDict):
    WhatIfForecastExportArn: str,

DescribeWhatIfForecastRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeWhatIfForecastRequestRequestTypeDef

def get_value() -> DescribeWhatIfForecastRequestRequestTypeDef:
    return {
        "WhatIfForecastArn": ...,
    }

Definition

class DescribeWhatIfForecastRequestRequestTypeDef(TypedDict):
    WhatIfForecastArn: str,

ErrorMetricTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ErrorMetricTypeDef

def get_value() -> ErrorMetricTypeDef:
    return {
        "ForecastType": ...,
    }

Definition

class ErrorMetricTypeDef(TypedDict):
    ForecastType: NotRequired[str],
    WAPE: NotRequired[float],
    RMSE: NotRequired[float],
    MASE: NotRequired[float],
    MAPE: NotRequired[float],

FeaturizationMethodTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import FeaturizationMethodTypeDef

def get_value() -> FeaturizationMethodTypeDef:
    return {
        "FeaturizationMethodName": ...,
    }

Definition

class FeaturizationMethodTypeDef(TypedDict):
    FeaturizationMethodName: FeaturizationMethodNameType,  # (1)
    FeaturizationMethodParameters: NotRequired[Mapping[str, str]],

1. See FeaturizationMethodNameType

FilterTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import FilterTypeDef

def get_value() -> FilterTypeDef:
    return {
        "Key": ...,
        "Value": ...,
        "Condition": ...,
    }

Definition

class FilterTypeDef(TypedDict):
    Key: str,
    Value: str,
    Condition: FilterConditionStringType,  # (1)

1. See FilterConditionStringType

ForecastSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ForecastSummaryTypeDef

def get_value() -> ForecastSummaryTypeDef:
    return {
        "ForecastArn": ...,
    }

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

Usage Example

from types_aiobotocore_forecast.type_defs import GetAccuracyMetricsRequestRequestTypeDef

def get_value() -> GetAccuracyMetricsRequestRequestTypeDef:
    return {
        "PredictorArn": ...,
    }

Definition

class GetAccuracyMetricsRequestRequestTypeDef(TypedDict):
    PredictorArn: str,

SupplementaryFeatureTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import SupplementaryFeatureTypeDef

def get_value() -> SupplementaryFeatureTypeDef:
    return {
        "Name": ...,
        "Value": ...,
    }

Definition

class SupplementaryFeatureTypeDef(TypedDict):
    Name: str,
    Value: str,

IntegerParameterRangeTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import IntegerParameterRangeTypeDef

def get_value() -> IntegerParameterRangeTypeDef:
    return {
        "Name": ...,
        "MaxValue": ...,
        "MinValue": ...,
    }

Definition

class IntegerParameterRangeTypeDef(TypedDict):
    Name: str,
    MaxValue: int,
    MinValue: int,
    ScalingType: NotRequired[ScalingTypeType],  # (1)

1. See ScalingTypeType

PaginatorConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PaginatorConfigTypeDef

def get_value() -> PaginatorConfigTypeDef:
    return {
        "MaxItems": ...,
    }

Definition

class PaginatorConfigTypeDef(TypedDict):
    MaxItems: NotRequired[int],
    PageSize: NotRequired[int],
    StartingToken: NotRequired[str],

ListDatasetGroupsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetGroupsRequestRequestTypeDef

def get_value() -> ListDatasetGroupsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListDatasetGroupsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ListDatasetsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetsRequestRequestTypeDef

def get_value() -> ListDatasetsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListDatasetsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

MonitorSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import MonitorSummaryTypeDef

def get_value() -> MonitorSummaryTypeDef:
    return {
        "MonitorArn": ...,
    }

Definition

class MonitorSummaryTypeDef(TypedDict):
    MonitorArn: NotRequired[str],
    MonitorName: NotRequired[str],
    ResourceArn: NotRequired[str],
    Status: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

ListTagsForResourceRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListTagsForResourceRequestRequestTypeDef

def get_value() -> ListTagsForResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

class ListTagsForResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,

WhatIfAnalysisSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import WhatIfAnalysisSummaryTypeDef

def get_value() -> WhatIfAnalysisSummaryTypeDef:
    return {
        "WhatIfAnalysisArn": ...,
    }

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

Usage Example

from types_aiobotocore_forecast.type_defs import WhatIfForecastSummaryTypeDef

def get_value() -> WhatIfForecastSummaryTypeDef:
    return {
        "WhatIfForecastArn": ...,
    }

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

Usage Example

from types_aiobotocore_forecast.type_defs import MetricResultTypeDef

def get_value() -> MetricResultTypeDef:
    return {
        "MetricName": ...,
    }

Definition

class MetricResultTypeDef(TypedDict):
    MetricName: NotRequired[str],
    MetricValue: NotRequired[float],

WeightedQuantileLossTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import WeightedQuantileLossTypeDef

def get_value() -> WeightedQuantileLossTypeDef:
    return {
        "Quantile": ...,
    }

Definition

class WeightedQuantileLossTypeDef(TypedDict):
    Quantile: NotRequired[float],
    LossValue: NotRequired[float],

MonitorDataSourceTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import MonitorDataSourceTypeDef

def get_value() -> MonitorDataSourceTypeDef:
    return {
        "DatasetImportJobArn": ...,
    }

Definition

class MonitorDataSourceTypeDef(TypedDict):
    DatasetImportJobArn: NotRequired[str],
    ForecastArn: NotRequired[str],
    PredictorArn: NotRequired[str],

PredictorEventTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PredictorEventTypeDef

def get_value() -> PredictorEventTypeDef:
    return {
        "Detail": ...,
    }

Definition

class PredictorEventTypeDef(TypedDict):
    Detail: NotRequired[str],
    Datetime: NotRequired[datetime],

TestWindowSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TestWindowSummaryTypeDef

def get_value() -> TestWindowSummaryTypeDef:
    return {
        "TestWindowStart": ...,
    }

Definition

class TestWindowSummaryTypeDef(TypedDict):
    TestWindowStart: NotRequired[datetime],
    TestWindowEnd: NotRequired[datetime],
    Status: NotRequired[str],
    Message: NotRequired[str],

ResumeResourceRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ResumeResourceRequestRequestTypeDef

def get_value() -> ResumeResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

class ResumeResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,

SchemaAttributeTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import SchemaAttributeTypeDef

def get_value() -> SchemaAttributeTypeDef:
    return {
        "AttributeName": ...,
    }

Definition

class SchemaAttributeTypeDef(TypedDict):
    AttributeName: NotRequired[str],
    AttributeType: NotRequired[AttributeTypeType],  # (1)

1. See AttributeTypeType

StopResourceRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import StopResourceRequestRequestTypeDef

def get_value() -> StopResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

class StopResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,

TimeSeriesConditionTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TimeSeriesConditionTypeDef

def get_value() -> TimeSeriesConditionTypeDef:
    return {
        "AttributeName": ...,
        "AttributeValue": ...,
        "Condition": ...,
    }

Definition

class TimeSeriesConditionTypeDef(TypedDict):
    AttributeName: str,
    AttributeValue: str,
    Condition: ConditionType,  # (1)

1. See ConditionType

UntagResourceRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import UntagResourceRequestRequestTypeDef

def get_value() -> UntagResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
        "TagKeys": ...,
    }

Definition

class UntagResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,
    TagKeys: Sequence[str],

UpdateDatasetGroupRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import UpdateDatasetGroupRequestRequestTypeDef

def get_value() -> UpdateDatasetGroupRequestRequestTypeDef:
    return {
        "DatasetGroupArn": ...,
        "DatasetArns": ...,
    }

Definition

class UpdateDatasetGroupRequestRequestTypeDef(TypedDict):
    DatasetGroupArn: str,
    DatasetArns: Sequence[str],

DataConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DataConfigTypeDef

def get_value() -> DataConfigTypeDef:
    return {
        "DatasetGroupArn": ...,
    }

Definition

class DataConfigTypeDef(TypedDict):
    DatasetGroupArn: str,
    AttributeConfigs: NotRequired[Sequence[AttributeConfigTypeDef]],  # (1)
    AdditionalDatasets: NotRequired[Sequence[AdditionalDatasetTypeDef]],  # (2)

1. See AttributeConfigTypeDef
2. See AdditionalDatasetTypeDef

PredictorBaselineTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PredictorBaselineTypeDef

def get_value() -> PredictorBaselineTypeDef:
    return {
        "BaselineMetrics": ...,
    }

Definition

class PredictorBaselineTypeDef(TypedDict):
    BaselineMetrics: NotRequired[List[BaselineMetricTypeDef]],  # (1)

1. See BaselineMetricTypeDef

CreateDatasetGroupRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateDatasetGroupRequestRequestTypeDef

def get_value() -> CreateDatasetGroupRequestRequestTypeDef:
    return {
        "DatasetGroupName": ...,
        "Domain": ...,
    }

Definition

class CreateDatasetGroupRequestRequestTypeDef(TypedDict):
    DatasetGroupName: str,
    Domain: DomainType,  # (1)
    DatasetArns: NotRequired[Sequence[str]],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See DomainType
2. See TagTypeDef

CreateMonitorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateMonitorRequestRequestTypeDef

def get_value() -> CreateMonitorRequestRequestTypeDef:
    return {
        "MonitorName": ...,
        "ResourceArn": ...,
    }

Definition

class CreateMonitorRequestRequestTypeDef(TypedDict):
    MonitorName: str,
    ResourceArn: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)

1. See TagTypeDef

TagResourceRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TagResourceRequestRequestTypeDef

def get_value() -> TagResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
        "Tags": ...,
    }

Definition

class TagResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,
    Tags: Sequence[TagTypeDef],  # (1)

1. See TagTypeDef

CreateAutoPredictorResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateAutoPredictorResponseTypeDef

def get_value() -> CreateAutoPredictorResponseTypeDef:
    return {
        "PredictorArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateAutoPredictorResponseTypeDef(TypedDict):
    PredictorArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateDatasetGroupResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateDatasetGroupResponseTypeDef

def get_value() -> CreateDatasetGroupResponseTypeDef:
    return {
        "DatasetGroupArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateDatasetGroupResponseTypeDef(TypedDict):
    DatasetGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateDatasetImportJobResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateDatasetImportJobResponseTypeDef

def get_value() -> CreateDatasetImportJobResponseTypeDef:
    return {
        "DatasetImportJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateDatasetImportJobResponseTypeDef(TypedDict):
    DatasetImportJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateDatasetResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateDatasetResponseTypeDef

def get_value() -> CreateDatasetResponseTypeDef:
    return {
        "DatasetArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateDatasetResponseTypeDef(TypedDict):
    DatasetArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateExplainabilityExportResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateExplainabilityExportResponseTypeDef

def get_value() -> CreateExplainabilityExportResponseTypeDef:
    return {
        "ExplainabilityExportArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateExplainabilityExportResponseTypeDef(TypedDict):
    ExplainabilityExportArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateExplainabilityResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateExplainabilityResponseTypeDef

def get_value() -> CreateExplainabilityResponseTypeDef:
    return {
        "ExplainabilityArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateExplainabilityResponseTypeDef(TypedDict):
    ExplainabilityArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateForecastExportJobResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateForecastExportJobResponseTypeDef

def get_value() -> CreateForecastExportJobResponseTypeDef:
    return {
        "ForecastExportJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateForecastExportJobResponseTypeDef(TypedDict):
    ForecastExportJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateForecastResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateForecastResponseTypeDef

def get_value() -> CreateForecastResponseTypeDef:
    return {
        "ForecastArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateForecastResponseTypeDef(TypedDict):
    ForecastArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateMonitorResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateMonitorResponseTypeDef

def get_value() -> CreateMonitorResponseTypeDef:
    return {
        "MonitorArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateMonitorResponseTypeDef(TypedDict):
    MonitorArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreatePredictorBacktestExportJobResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreatePredictorBacktestExportJobResponseTypeDef

def get_value() -> CreatePredictorBacktestExportJobResponseTypeDef:
    return {
        "PredictorBacktestExportJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreatePredictorBacktestExportJobResponseTypeDef(TypedDict):
    PredictorBacktestExportJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreatePredictorResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreatePredictorResponseTypeDef

def get_value() -> CreatePredictorResponseTypeDef:
    return {
        "PredictorArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreatePredictorResponseTypeDef(TypedDict):
    PredictorArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateWhatIfAnalysisResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateWhatIfAnalysisResponseTypeDef

def get_value() -> CreateWhatIfAnalysisResponseTypeDef:
    return {
        "WhatIfAnalysisArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateWhatIfAnalysisResponseTypeDef(TypedDict):
    WhatIfAnalysisArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateWhatIfForecastExportResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateWhatIfForecastExportResponseTypeDef

def get_value() -> CreateWhatIfForecastExportResponseTypeDef:
    return {
        "WhatIfForecastExportArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateWhatIfForecastExportResponseTypeDef(TypedDict):
    WhatIfForecastExportArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateWhatIfForecastResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateWhatIfForecastResponseTypeDef

def get_value() -> CreateWhatIfForecastResponseTypeDef:
    return {
        "WhatIfForecastArn": ...,
        "ResponseMetadata": ...,
    }

Definition

class CreateWhatIfForecastResponseTypeDef(TypedDict):
    WhatIfForecastArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

DescribeDatasetGroupResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeDatasetGroupResponseTypeDef

def get_value() -> DescribeDatasetGroupResponseTypeDef:
    return {
        "DatasetGroupName": ...,
        "DatasetGroupArn": ...,
        "DatasetArns": ...,
        "Domain": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeDatasetGroupResponseTypeDef(TypedDict):
    DatasetGroupName: str,
    DatasetGroupArn: str,
    DatasetArns: List[str],
    Domain: DomainType,  # (1)
    Status: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DomainType
2. See ResponseMetadataTypeDef

EmptyResponseMetadataTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import EmptyResponseMetadataTypeDef

def get_value() -> EmptyResponseMetadataTypeDef:
    return {
        "ResponseMetadata": ...,
    }

Definition

class EmptyResponseMetadataTypeDef(TypedDict):
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

ListTagsForResourceResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListTagsForResourceResponseTypeDef

def get_value() -> ListTagsForResourceResponseTypeDef:
    return {
        "Tags": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListTagsForResourceResponseTypeDef(TypedDict):
    Tags: List[TagTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TagTypeDef
2. See ResponseMetadataTypeDef

ExplainabilitySummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ExplainabilitySummaryTypeDef

def get_value() -> ExplainabilitySummaryTypeDef:
    return {
        "ExplainabilityArn": ...,
    }

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],

1. See ExplainabilityConfigTypeDef

DataDestinationTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DataDestinationTypeDef

def get_value() -> DataDestinationTypeDef:
    return {
        "S3Config": ...,
    }

Definition

class DataDestinationTypeDef(TypedDict):
    S3Config: S3ConfigTypeDef,  # (1)

1. See S3ConfigTypeDef

DataSourceTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DataSourceTypeDef

def get_value() -> DataSourceTypeDef:
    return {
        "S3Config": ...,
    }

Definition

class DataSourceTypeDef(TypedDict):
    S3Config: S3ConfigTypeDef,  # (1)

1. See S3ConfigTypeDef

ListDatasetGroupsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetGroupsResponseTypeDef

def get_value() -> ListDatasetGroupsResponseTypeDef:
    return {
        "DatasetGroups": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListDatasetGroupsResponseTypeDef(TypedDict):
    DatasetGroups: List[DatasetGroupSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DatasetGroupSummaryTypeDef
2. See ResponseMetadataTypeDef

ListDatasetsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetsResponseTypeDef

def get_value() -> ListDatasetsResponseTypeDef:
    return {
        "Datasets": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListDatasetsResponseTypeDef(TypedDict):
    Datasets: List[DatasetSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DatasetSummaryTypeDef
2. See ResponseMetadataTypeDef

PredictorSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PredictorSummaryTypeDef

def get_value() -> PredictorSummaryTypeDef:
    return {
        "PredictorArn": ...,
    }

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],

1. See ReferencePredictorSummaryTypeDef

FeaturizationTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import FeaturizationTypeDef

def get_value() -> FeaturizationTypeDef:
    return {
        "AttributeName": ...,
    }

Definition

class FeaturizationTypeDef(TypedDict):
    AttributeName: str,
    FeaturizationPipeline: NotRequired[Sequence[FeaturizationMethodTypeDef]],  # (1)

1. See FeaturizationMethodTypeDef

ListDatasetImportJobsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetImportJobsRequestRequestTypeDef

def get_value() -> ListDatasetImportJobsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListDatasetImportJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListExplainabilitiesRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListExplainabilitiesRequestRequestTypeDef

def get_value() -> ListExplainabilitiesRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListExplainabilitiesRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListExplainabilityExportsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListExplainabilityExportsRequestRequestTypeDef

def get_value() -> ListExplainabilityExportsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListExplainabilityExportsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListForecastExportJobsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListForecastExportJobsRequestRequestTypeDef

def get_value() -> ListForecastExportJobsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListForecastExportJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListForecastsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListForecastsRequestRequestTypeDef

def get_value() -> ListForecastsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListForecastsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListMonitorEvaluationsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListMonitorEvaluationsRequestRequestTypeDef

def get_value() -> ListMonitorEvaluationsRequestRequestTypeDef:
    return {
        "MonitorArn": ...,
    }

Definition

class ListMonitorEvaluationsRequestRequestTypeDef(TypedDict):
    MonitorArn: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListMonitorsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListMonitorsRequestRequestTypeDef

def get_value() -> ListMonitorsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListMonitorsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListPredictorBacktestExportJobsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListPredictorBacktestExportJobsRequestRequestTypeDef

def get_value() -> ListPredictorBacktestExportJobsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListPredictorBacktestExportJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListPredictorsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListPredictorsRequestRequestTypeDef

def get_value() -> ListPredictorsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListPredictorsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListWhatIfAnalysesRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfAnalysesRequestRequestTypeDef

def get_value() -> ListWhatIfAnalysesRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListWhatIfAnalysesRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListWhatIfForecastExportsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfForecastExportsRequestRequestTypeDef

def get_value() -> ListWhatIfForecastExportsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListWhatIfForecastExportsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListWhatIfForecastsRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfForecastsRequestRequestTypeDef

def get_value() -> ListWhatIfForecastsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListWhatIfForecastsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)

1. See FilterTypeDef

ListForecastsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListForecastsResponseTypeDef

def get_value() -> ListForecastsResponseTypeDef:
    return {
        "Forecasts": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListForecastsResponseTypeDef(TypedDict):
    Forecasts: List[ForecastSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ForecastSummaryTypeDef
2. See ResponseMetadataTypeDef

InputDataConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import InputDataConfigTypeDef

def get_value() -> InputDataConfigTypeDef:
    return {
        "DatasetGroupArn": ...,
    }

Definition

class InputDataConfigTypeDef(TypedDict):
    DatasetGroupArn: str,
    SupplementaryFeatures: NotRequired[Sequence[SupplementaryFeatureTypeDef]],  # (1)

1. See SupplementaryFeatureTypeDef

ParameterRangesTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ParameterRangesTypeDef

def get_value() -> ParameterRangesTypeDef:
    return {
        "CategoricalParameterRanges": ...,
    }

Definition

class ParameterRangesTypeDef(TypedDict):
    CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterRangeTypeDef]],  # (1)
    ContinuousParameterRanges: NotRequired[Sequence[ContinuousParameterRangeTypeDef]],  # (2)
    IntegerParameterRanges: NotRequired[Sequence[IntegerParameterRangeTypeDef]],  # (3)

1. See CategoricalParameterRangeTypeDef
2. See ContinuousParameterRangeTypeDef
3. See IntegerParameterRangeTypeDef

ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef

def get_value() -> ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef:
    return {
        "PaginationConfig": ...,
    }

Definition

class ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef(TypedDict):
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef

def get_value() -> ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListDatasetsRequestListDatasetsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetsRequestListDatasetsPaginateTypeDef

def get_value() -> ListDatasetsRequestListDatasetsPaginateTypeDef:
    return {
        "PaginationConfig": ...,
    }

Definition

class ListDatasetsRequestListDatasetsPaginateTypeDef(TypedDict):
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef

def get_value() -> ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef

def get_value() -> ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef

def get_value() -> ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListForecastsRequestListForecastsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListForecastsRequestListForecastsPaginateTypeDef

def get_value() -> ListForecastsRequestListForecastsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListForecastsRequestListForecastsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef

def get_value() -> ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef:
    return {
        "MonitorArn": ...,
    }

Definition

class ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef(TypedDict):
    MonitorArn: str,
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListMonitorsRequestListMonitorsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListMonitorsRequestListMonitorsPaginateTypeDef

def get_value() -> ListMonitorsRequestListMonitorsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListMonitorsRequestListMonitorsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef

def get_value() -> ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListPredictorsRequestListPredictorsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListPredictorsRequestListPredictorsPaginateTypeDef

def get_value() -> ListPredictorsRequestListPredictorsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListPredictorsRequestListPredictorsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListWhatIfAnalysesRequestListWhatIfAnalysesPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfAnalysesRequestListWhatIfAnalysesPaginateTypeDef

def get_value() -> ListWhatIfAnalysesRequestListWhatIfAnalysesPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListWhatIfAnalysesRequestListWhatIfAnalysesPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListWhatIfForecastExportsRequestListWhatIfForecastExportsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfForecastExportsRequestListWhatIfForecastExportsPaginateTypeDef

def get_value() -> ListWhatIfForecastExportsRequestListWhatIfForecastExportsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListWhatIfForecastExportsRequestListWhatIfForecastExportsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListWhatIfForecastsRequestListWhatIfForecastsPaginateTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfForecastsRequestListWhatIfForecastsPaginateTypeDef

def get_value() -> ListWhatIfForecastsRequestListWhatIfForecastsPaginateTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ListWhatIfForecastsRequestListWhatIfForecastsPaginateTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See FilterTypeDef
2. See PaginatorConfigTypeDef

ListMonitorsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListMonitorsResponseTypeDef

def get_value() -> ListMonitorsResponseTypeDef:
    return {
        "Monitors": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListMonitorsResponseTypeDef(TypedDict):
    Monitors: List[MonitorSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See MonitorSummaryTypeDef
2. See ResponseMetadataTypeDef

ListWhatIfAnalysesResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfAnalysesResponseTypeDef

def get_value() -> ListWhatIfAnalysesResponseTypeDef:
    return {
        "WhatIfAnalyses": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListWhatIfAnalysesResponseTypeDef(TypedDict):
    WhatIfAnalyses: List[WhatIfAnalysisSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WhatIfAnalysisSummaryTypeDef
2. See ResponseMetadataTypeDef

ListWhatIfForecastsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfForecastsResponseTypeDef

def get_value() -> ListWhatIfForecastsResponseTypeDef:
    return {
        "WhatIfForecasts": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListWhatIfForecastsResponseTypeDef(TypedDict):
    WhatIfForecasts: List[WhatIfForecastSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WhatIfForecastSummaryTypeDef
2. See ResponseMetadataTypeDef

MetricsTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import MetricsTypeDef

def get_value() -> MetricsTypeDef:
    return {
        "RMSE": ...,
    }

Definition

class MetricsTypeDef(TypedDict):
    RMSE: NotRequired[float],
    WeightedQuantileLosses: NotRequired[List[WeightedQuantileLossTypeDef]],  # (1)
    ErrorMetrics: NotRequired[List[ErrorMetricTypeDef]],  # (2)
    AverageWeightedQuantileLoss: NotRequired[float],

1. See WeightedQuantileLossTypeDef
2. See ErrorMetricTypeDef

PredictorMonitorEvaluationTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PredictorMonitorEvaluationTypeDef

def get_value() -> PredictorMonitorEvaluationTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

class PredictorMonitorEvaluationTypeDef(TypedDict):
    ResourceArn: NotRequired[str],
    MonitorArn: NotRequired[str],
    EvaluationTime: NotRequired[datetime],
    EvaluationState: NotRequired[str],
    WindowStartDatetime: NotRequired[datetime],
    WindowEndDatetime: NotRequired[datetime],
    PredictorEvent: NotRequired[PredictorEventTypeDef],  # (1)
    MonitorDataSource: NotRequired[MonitorDataSourceTypeDef],  # (2)
    MetricResults: NotRequired[List[MetricResultTypeDef]],  # (3)
    NumItemsEvaluated: NotRequired[int],
    Message: NotRequired[str],

1. See PredictorEventTypeDef
2. See MonitorDataSourceTypeDef
3. See MetricResultTypeDef

PredictorExecutionTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PredictorExecutionTypeDef

def get_value() -> PredictorExecutionTypeDef:
    return {
        "AlgorithmArn": ...,
    }

Definition

class PredictorExecutionTypeDef(TypedDict):
    AlgorithmArn: NotRequired[str],
    TestWindows: NotRequired[List[TestWindowSummaryTypeDef]],  # (1)

1. See TestWindowSummaryTypeDef

SchemaTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import SchemaTypeDef

def get_value() -> SchemaTypeDef:
    return {
        "Attributes": ...,
    }

Definition

class SchemaTypeDef(TypedDict):
    Attributes: NotRequired[Sequence[SchemaAttributeTypeDef]],  # (1)

1. See SchemaAttributeTypeDef

TimeSeriesTransformationTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TimeSeriesTransformationTypeDef

def get_value() -> TimeSeriesTransformationTypeDef:
    return {
        "Action": ...,
    }

Definition

class TimeSeriesTransformationTypeDef(TypedDict):
    Action: NotRequired[ActionTypeDef],  # (1)
    TimeSeriesConditions: NotRequired[Sequence[TimeSeriesConditionTypeDef]],  # (2)

1. See ActionTypeDef
2. See TimeSeriesConditionTypeDef

CreateAutoPredictorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateAutoPredictorRequestRequestTypeDef

def get_value() -> CreateAutoPredictorRequestRequestTypeDef:
    return {
        "PredictorName": ...,
    }

Definition

class CreateAutoPredictorRequestRequestTypeDef(TypedDict):
    PredictorName: str,
    ForecastHorizon: NotRequired[int],
    ForecastTypes: NotRequired[Sequence[str]],
    ForecastDimensions: NotRequired[Sequence[str]],
    ForecastFrequency: NotRequired[str],
    DataConfig: NotRequired[DataConfigTypeDef],  # (1)
    EncryptionConfig: NotRequired[EncryptionConfigTypeDef],  # (2)
    ReferencePredictorArn: NotRequired[str],
    OptimizationMetric: NotRequired[OptimizationMetricType],  # (3)
    ExplainPredictor: NotRequired[bool],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    MonitorConfig: NotRequired[MonitorConfigTypeDef],  # (5)
    TimeAlignmentBoundary: NotRequired[TimeAlignmentBoundaryTypeDef],  # (6)

1. See DataConfigTypeDef
2. See EncryptionConfigTypeDef
3. See OptimizationMetricType
4. See TagTypeDef
5. See MonitorConfigTypeDef
6. See TimeAlignmentBoundaryTypeDef

DescribeAutoPredictorResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeAutoPredictorResponseTypeDef

def get_value() -> DescribeAutoPredictorResponseTypeDef:
    return {
        "PredictorArn": ...,
        "PredictorName": ...,
        "ForecastHorizon": ...,
        "ForecastTypes": ...,
        "ForecastFrequency": ...,
        "ForecastDimensions": ...,
        "DatasetImportJobArns": ...,
        "DataConfig": ...,
        "EncryptionConfig": ...,
        "ReferencePredictorSummary": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "Status": ...,
        "Message": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "OptimizationMetric": ...,
        "ExplainabilityInfo": ...,
        "MonitorInfo": ...,
        "TimeAlignmentBoundary": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeAutoPredictorResponseTypeDef(TypedDict):
    PredictorArn: str,
    PredictorName: str,
    ForecastHorizon: int,
    ForecastTypes: List[str],
    ForecastFrequency: str,
    ForecastDimensions: List[str],
    DatasetImportJobArns: List[str],
    DataConfig: DataConfigTypeDef,  # (1)
    EncryptionConfig: EncryptionConfigTypeDef,  # (2)
    ReferencePredictorSummary: ReferencePredictorSummaryTypeDef,  # (3)
    EstimatedTimeRemainingInMinutes: int,
    Status: str,
    Message: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    OptimizationMetric: OptimizationMetricType,  # (4)
    ExplainabilityInfo: ExplainabilityInfoTypeDef,  # (5)
    MonitorInfo: MonitorInfoTypeDef,  # (6)
    TimeAlignmentBoundary: TimeAlignmentBoundaryTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)

1. See DataConfigTypeDef
2. See EncryptionConfigTypeDef
3. See ReferencePredictorSummaryTypeDef
4. See OptimizationMetricType
5. See ExplainabilityInfoTypeDef
6. See MonitorInfoTypeDef
7. See TimeAlignmentBoundaryTypeDef
8. See ResponseMetadataTypeDef

BaselineTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import BaselineTypeDef

def get_value() -> BaselineTypeDef:
    return {
        "PredictorBaseline": ...,
    }

Definition

class BaselineTypeDef(TypedDict):
    PredictorBaseline: NotRequired[PredictorBaselineTypeDef],  # (1)

1. See PredictorBaselineTypeDef

ListExplainabilitiesResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListExplainabilitiesResponseTypeDef

def get_value() -> ListExplainabilitiesResponseTypeDef:
    return {
        "Explainabilities": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListExplainabilitiesResponseTypeDef(TypedDict):
    Explainabilities: List[ExplainabilitySummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ExplainabilitySummaryTypeDef
2. See ResponseMetadataTypeDef

CreateExplainabilityExportRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateExplainabilityExportRequestRequestTypeDef

def get_value() -> CreateExplainabilityExportRequestRequestTypeDef:
    return {
        "ExplainabilityExportName": ...,
        "ExplainabilityArn": ...,
        "Destination": ...,
    }

Definition

class CreateExplainabilityExportRequestRequestTypeDef(TypedDict):
    ExplainabilityExportName: str,
    ExplainabilityArn: str,
    Destination: DataDestinationTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    Format: NotRequired[str],

1. See DataDestinationTypeDef
2. See TagTypeDef

CreateForecastExportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateForecastExportJobRequestRequestTypeDef

def get_value() -> CreateForecastExportJobRequestRequestTypeDef:
    return {
        "ForecastExportJobName": ...,
        "ForecastArn": ...,
        "Destination": ...,
    }

Definition

class CreateForecastExportJobRequestRequestTypeDef(TypedDict):
    ForecastExportJobName: str,
    ForecastArn: str,
    Destination: DataDestinationTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    Format: NotRequired[str],

1. See DataDestinationTypeDef
2. See TagTypeDef

CreatePredictorBacktestExportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreatePredictorBacktestExportJobRequestRequestTypeDef

def get_value() -> CreatePredictorBacktestExportJobRequestRequestTypeDef:
    return {
        "PredictorBacktestExportJobName": ...,
        "PredictorArn": ...,
        "Destination": ...,
    }

Definition

class CreatePredictorBacktestExportJobRequestRequestTypeDef(TypedDict):
    PredictorBacktestExportJobName: str,
    PredictorArn: str,
    Destination: DataDestinationTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    Format: NotRequired[str],

1. See DataDestinationTypeDef
2. See TagTypeDef

CreateWhatIfForecastExportRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateWhatIfForecastExportRequestRequestTypeDef

def get_value() -> CreateWhatIfForecastExportRequestRequestTypeDef:
    return {
        "WhatIfForecastExportName": ...,
        "WhatIfForecastArns": ...,
        "Destination": ...,
    }

Definition

class CreateWhatIfForecastExportRequestRequestTypeDef(TypedDict):
    WhatIfForecastExportName: str,
    WhatIfForecastArns: Sequence[str],
    Destination: DataDestinationTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    Format: NotRequired[str],

1. See DataDestinationTypeDef
2. See TagTypeDef

DescribeExplainabilityExportResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeExplainabilityExportResponseTypeDef

def get_value() -> DescribeExplainabilityExportResponseTypeDef:
    return {
        "ExplainabilityExportArn": ...,
        "ExplainabilityExportName": ...,
        "ExplainabilityArn": ...,
        "Destination": ...,
        "Message": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "Format": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeExplainabilityExportResponseTypeDef(TypedDict):
    ExplainabilityExportArn: str,
    ExplainabilityExportName: str,
    ExplainabilityArn: str,
    Destination: DataDestinationTypeDef,  # (1)
    Message: str,
    Status: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    Format: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DataDestinationTypeDef
2. See ResponseMetadataTypeDef

DescribeForecastExportJobResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeForecastExportJobResponseTypeDef

def get_value() -> DescribeForecastExportJobResponseTypeDef:
    return {
        "ForecastExportJobArn": ...,
        "ForecastExportJobName": ...,
        "ForecastArn": ...,
        "Destination": ...,
        "Message": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "Format": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeForecastExportJobResponseTypeDef(TypedDict):
    ForecastExportJobArn: str,
    ForecastExportJobName: str,
    ForecastArn: str,
    Destination: DataDestinationTypeDef,  # (1)
    Message: str,
    Status: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    Format: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DataDestinationTypeDef
2. See ResponseMetadataTypeDef

DescribePredictorBacktestExportJobResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribePredictorBacktestExportJobResponseTypeDef

def get_value() -> DescribePredictorBacktestExportJobResponseTypeDef:
    return {
        "PredictorBacktestExportJobArn": ...,
        "PredictorBacktestExportJobName": ...,
        "PredictorArn": ...,
        "Destination": ...,
        "Message": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "Format": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribePredictorBacktestExportJobResponseTypeDef(TypedDict):
    PredictorBacktestExportJobArn: str,
    PredictorBacktestExportJobName: str,
    PredictorArn: str,
    Destination: DataDestinationTypeDef,  # (1)
    Message: str,
    Status: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    Format: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DataDestinationTypeDef
2. See ResponseMetadataTypeDef

DescribeWhatIfForecastExportResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeWhatIfForecastExportResponseTypeDef

def get_value() -> DescribeWhatIfForecastExportResponseTypeDef:
    return {
        "WhatIfForecastExportArn": ...,
        "WhatIfForecastExportName": ...,
        "WhatIfForecastArns": ...,
        "Destination": ...,
        "Message": ...,
        "Status": ...,
        "CreationTime": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "LastModificationTime": ...,
        "Format": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeWhatIfForecastExportResponseTypeDef(TypedDict):
    WhatIfForecastExportArn: str,
    WhatIfForecastExportName: str,
    WhatIfForecastArns: List[str],
    Destination: DataDestinationTypeDef,  # (1)
    Message: str,
    Status: str,
    CreationTime: datetime,
    EstimatedTimeRemainingInMinutes: int,
    LastModificationTime: datetime,
    Format: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DataDestinationTypeDef
2. See ResponseMetadataTypeDef

ExplainabilityExportSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ExplainabilityExportSummaryTypeDef

def get_value() -> ExplainabilityExportSummaryTypeDef:
    return {
        "ExplainabilityExportArn": ...,
    }

Definition

class ExplainabilityExportSummaryTypeDef(TypedDict):
    ExplainabilityExportArn: NotRequired[str],
    ExplainabilityExportName: NotRequired[str],
    Destination: NotRequired[DataDestinationTypeDef],  # (1)
    Status: NotRequired[str],
    Message: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

1. See DataDestinationTypeDef

ForecastExportJobSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ForecastExportJobSummaryTypeDef

def get_value() -> ForecastExportJobSummaryTypeDef:
    return {
        "ForecastExportJobArn": ...,
    }

Definition

class ForecastExportJobSummaryTypeDef(TypedDict):
    ForecastExportJobArn: NotRequired[str],
    ForecastExportJobName: NotRequired[str],
    Destination: NotRequired[DataDestinationTypeDef],  # (1)
    Status: NotRequired[str],
    Message: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

1. See DataDestinationTypeDef

PredictorBacktestExportJobSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PredictorBacktestExportJobSummaryTypeDef

def get_value() -> PredictorBacktestExportJobSummaryTypeDef:
    return {
        "PredictorBacktestExportJobArn": ...,
    }

Definition

class PredictorBacktestExportJobSummaryTypeDef(TypedDict):
    PredictorBacktestExportJobArn: NotRequired[str],
    PredictorBacktestExportJobName: NotRequired[str],
    Destination: NotRequired[DataDestinationTypeDef],  # (1)
    Status: NotRequired[str],
    Message: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

1. See DataDestinationTypeDef

WhatIfForecastExportSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import WhatIfForecastExportSummaryTypeDef

def get_value() -> WhatIfForecastExportSummaryTypeDef:
    return {
        "WhatIfForecastExportArn": ...,
    }

Definition

class WhatIfForecastExportSummaryTypeDef(TypedDict):
    WhatIfForecastExportArn: NotRequired[str],
    WhatIfForecastArns: NotRequired[List[str]],
    WhatIfForecastExportName: NotRequired[str],
    Destination: NotRequired[DataDestinationTypeDef],  # (1)
    Status: NotRequired[str],
    Message: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

1. See DataDestinationTypeDef

CreateDatasetImportJobRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateDatasetImportJobRequestRequestTypeDef

def get_value() -> CreateDatasetImportJobRequestRequestTypeDef:
    return {
        "DatasetImportJobName": ...,
        "DatasetArn": ...,
        "DataSource": ...,
    }

Definition

class CreateDatasetImportJobRequestRequestTypeDef(TypedDict):
    DatasetImportJobName: str,
    DatasetArn: str,
    DataSource: DataSourceTypeDef,  # (1)
    TimestampFormat: NotRequired[str],
    TimeZone: NotRequired[str],
    UseGeolocationForTimeZone: NotRequired[bool],
    GeolocationFormat: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    Format: NotRequired[str],

1. See DataSourceTypeDef
2. See TagTypeDef

DatasetImportJobSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DatasetImportJobSummaryTypeDef

def get_value() -> DatasetImportJobSummaryTypeDef:
    return {
        "DatasetImportJobArn": ...,
    }

Definition

class DatasetImportJobSummaryTypeDef(TypedDict):
    DatasetImportJobArn: NotRequired[str],
    DatasetImportJobName: NotRequired[str],
    DataSource: NotRequired[DataSourceTypeDef],  # (1)
    Status: NotRequired[str],
    Message: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModificationTime: NotRequired[datetime],

1. See DataSourceTypeDef

DescribeDatasetImportJobResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeDatasetImportJobResponseTypeDef

def get_value() -> DescribeDatasetImportJobResponseTypeDef:
    return {
        "DatasetImportJobName": ...,
        "DatasetImportJobArn": ...,
        "DatasetArn": ...,
        "TimestampFormat": ...,
        "TimeZone": ...,
        "UseGeolocationForTimeZone": ...,
        "GeolocationFormat": ...,
        "DataSource": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "FieldStatistics": ...,
        "DataSize": ...,
        "Status": ...,
        "Message": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "Format": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeDatasetImportJobResponseTypeDef(TypedDict):
    DatasetImportJobName: str,
    DatasetImportJobArn: str,
    DatasetArn: str,
    TimestampFormat: str,
    TimeZone: str,
    UseGeolocationForTimeZone: bool,
    GeolocationFormat: str,
    DataSource: DataSourceTypeDef,  # (1)
    EstimatedTimeRemainingInMinutes: int,
    FieldStatistics: Dict[str, StatisticsTypeDef],  # (2)
    DataSize: float,
    Status: str,
    Message: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    Format: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)

1. See DataSourceTypeDef
2. See StatisticsTypeDef
3. See ResponseMetadataTypeDef

ListPredictorsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListPredictorsResponseTypeDef

def get_value() -> ListPredictorsResponseTypeDef:
    return {
        "Predictors": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListPredictorsResponseTypeDef(TypedDict):
    Predictors: List[PredictorSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See PredictorSummaryTypeDef
2. See ResponseMetadataTypeDef

FeaturizationConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import FeaturizationConfigTypeDef

def get_value() -> FeaturizationConfigTypeDef:
    return {
        "ForecastFrequency": ...,
    }

Definition

class FeaturizationConfigTypeDef(TypedDict):
    ForecastFrequency: str,
    ForecastDimensions: NotRequired[Sequence[str]],
    Featurizations: NotRequired[Sequence[FeaturizationTypeDef]],  # (1)

1. See FeaturizationTypeDef

HyperParameterTuningJobConfigTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import HyperParameterTuningJobConfigTypeDef

def get_value() -> HyperParameterTuningJobConfigTypeDef:
    return {
        "ParameterRanges": ...,
    }

Definition

class HyperParameterTuningJobConfigTypeDef(TypedDict):
    ParameterRanges: NotRequired[ParameterRangesTypeDef],  # (1)

1. See ParameterRangesTypeDef

WindowSummaryTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import WindowSummaryTypeDef

def get_value() -> WindowSummaryTypeDef:
    return {
        "TestWindowStart": ...,
    }

Definition

class WindowSummaryTypeDef(TypedDict):
    TestWindowStart: NotRequired[datetime],
    TestWindowEnd: NotRequired[datetime],
    ItemCount: NotRequired[int],
    EvaluationType: NotRequired[EvaluationTypeType],  # (1)
    Metrics: NotRequired[MetricsTypeDef],  # (2)

1. See EvaluationTypeType
2. See MetricsTypeDef

ListMonitorEvaluationsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListMonitorEvaluationsResponseTypeDef

def get_value() -> ListMonitorEvaluationsResponseTypeDef:
    return {
        "NextToken": ...,
        "PredictorMonitorEvaluations": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListMonitorEvaluationsResponseTypeDef(TypedDict):
    NextToken: str,
    PredictorMonitorEvaluations: List[PredictorMonitorEvaluationTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See PredictorMonitorEvaluationTypeDef
2. See ResponseMetadataTypeDef

PredictorExecutionDetailsTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import PredictorExecutionDetailsTypeDef

def get_value() -> PredictorExecutionDetailsTypeDef:
    return {
        "PredictorExecutions": ...,
    }

Definition

class PredictorExecutionDetailsTypeDef(TypedDict):
    PredictorExecutions: NotRequired[List[PredictorExecutionTypeDef]],  # (1)

1. See PredictorExecutionTypeDef

CreateDatasetRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateDatasetRequestRequestTypeDef

def get_value() -> CreateDatasetRequestRequestTypeDef:
    return {
        "DatasetName": ...,
        "Domain": ...,
        "DatasetType": ...,
        "Schema": ...,
    }

Definition

class CreateDatasetRequestRequestTypeDef(TypedDict):
    DatasetName: str,
    Domain: DomainType,  # (1)
    DatasetType: DatasetTypeType,  # (2)
    Schema: SchemaTypeDef,  # (3)
    DataFrequency: NotRequired[str],
    EncryptionConfig: NotRequired[EncryptionConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)

1. See DomainType
2. See DatasetTypeType
3. See SchemaTypeDef
4. See EncryptionConfigTypeDef
5. See TagTypeDef

CreateExplainabilityRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateExplainabilityRequestRequestTypeDef

def get_value() -> CreateExplainabilityRequestRequestTypeDef:
    return {
        "ExplainabilityName": ...,
        "ResourceArn": ...,
        "ExplainabilityConfig": ...,
    }

Definition

class CreateExplainabilityRequestRequestTypeDef(TypedDict):
    ExplainabilityName: str,
    ResourceArn: str,
    ExplainabilityConfig: ExplainabilityConfigTypeDef,  # (1)
    DataSource: NotRequired[DataSourceTypeDef],  # (2)
    Schema: NotRequired[SchemaTypeDef],  # (3)
    EnableVisualization: NotRequired[bool],
    StartDateTime: NotRequired[str],
    EndDateTime: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)

1. See ExplainabilityConfigTypeDef
2. See DataSourceTypeDef
3. See SchemaTypeDef
4. See TagTypeDef

DescribeDatasetResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeDatasetResponseTypeDef

def get_value() -> DescribeDatasetResponseTypeDef:
    return {
        "DatasetArn": ...,
        "DatasetName": ...,
        "Domain": ...,
        "DatasetType": ...,
        "DataFrequency": ...,
        "Schema": ...,
        "EncryptionConfig": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeDatasetResponseTypeDef(TypedDict):
    DatasetArn: str,
    DatasetName: str,
    Domain: DomainType,  # (1)
    DatasetType: DatasetTypeType,  # (2)
    DataFrequency: str,
    Schema: SchemaTypeDef,  # (3)
    EncryptionConfig: EncryptionConfigTypeDef,  # (4)
    Status: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)

1. See DomainType
2. See DatasetTypeType
3. See SchemaTypeDef
4. See EncryptionConfigTypeDef
5. See ResponseMetadataTypeDef

DescribeExplainabilityResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeExplainabilityResponseTypeDef

def get_value() -> DescribeExplainabilityResponseTypeDef:
    return {
        "ExplainabilityArn": ...,
        "ExplainabilityName": ...,
        "ResourceArn": ...,
        "ExplainabilityConfig": ...,
        "EnableVisualization": ...,
        "DataSource": ...,
        "Schema": ...,
        "StartDateTime": ...,
        "EndDateTime": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "Message": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeExplainabilityResponseTypeDef(TypedDict):
    ExplainabilityArn: str,
    ExplainabilityName: str,
    ResourceArn: str,
    ExplainabilityConfig: ExplainabilityConfigTypeDef,  # (1)
    EnableVisualization: bool,
    DataSource: DataSourceTypeDef,  # (2)
    Schema: SchemaTypeDef,  # (3)
    StartDateTime: str,
    EndDateTime: str,
    EstimatedTimeRemainingInMinutes: int,
    Message: str,
    Status: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)

1. See ExplainabilityConfigTypeDef
2. See DataSourceTypeDef
3. See SchemaTypeDef
4. See ResponseMetadataTypeDef

TimeSeriesIdentifiersTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TimeSeriesIdentifiersTypeDef

def get_value() -> TimeSeriesIdentifiersTypeDef:
    return {
        "DataSource": ...,
    }

Definition

class TimeSeriesIdentifiersTypeDef(TypedDict):
    DataSource: NotRequired[DataSourceTypeDef],  # (1)
    Schema: NotRequired[SchemaTypeDef],  # (2)
    Format: NotRequired[str],

1. See DataSourceTypeDef
2. See SchemaTypeDef

TimeSeriesReplacementsDataSourceTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TimeSeriesReplacementsDataSourceTypeDef

def get_value() -> TimeSeriesReplacementsDataSourceTypeDef:
    return {
        "S3Config": ...,
        "Schema": ...,
    }

Definition

class TimeSeriesReplacementsDataSourceTypeDef(TypedDict):
    S3Config: S3ConfigTypeDef,  # (1)
    Schema: SchemaTypeDef,  # (2)
    Format: NotRequired[str],
    TimestampFormat: NotRequired[str],

1. See S3ConfigTypeDef
2. See SchemaTypeDef

DescribeMonitorResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeMonitorResponseTypeDef

def get_value() -> DescribeMonitorResponseTypeDef:
    return {
        "MonitorName": ...,
        "MonitorArn": ...,
        "ResourceArn": ...,
        "Status": ...,
        "LastEvaluationTime": ...,
        "LastEvaluationState": ...,
        "Baseline": ...,
        "Message": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "EstimatedEvaluationTimeRemainingInMinutes": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeMonitorResponseTypeDef(TypedDict):
    MonitorName: str,
    MonitorArn: str,
    ResourceArn: str,
    Status: str,
    LastEvaluationTime: datetime,
    LastEvaluationState: str,
    Baseline: BaselineTypeDef,  # (1)
    Message: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    EstimatedEvaluationTimeRemainingInMinutes: int,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See BaselineTypeDef
2. See ResponseMetadataTypeDef

ListExplainabilityExportsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListExplainabilityExportsResponseTypeDef

def get_value() -> ListExplainabilityExportsResponseTypeDef:
    return {
        "ExplainabilityExports": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListExplainabilityExportsResponseTypeDef(TypedDict):
    ExplainabilityExports: List[ExplainabilityExportSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ExplainabilityExportSummaryTypeDef
2. See ResponseMetadataTypeDef

ListForecastExportJobsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListForecastExportJobsResponseTypeDef

def get_value() -> ListForecastExportJobsResponseTypeDef:
    return {
        "ForecastExportJobs": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListForecastExportJobsResponseTypeDef(TypedDict):
    ForecastExportJobs: List[ForecastExportJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ForecastExportJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListPredictorBacktestExportJobsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListPredictorBacktestExportJobsResponseTypeDef

def get_value() -> ListPredictorBacktestExportJobsResponseTypeDef:
    return {
        "PredictorBacktestExportJobs": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListPredictorBacktestExportJobsResponseTypeDef(TypedDict):
    PredictorBacktestExportJobs: List[PredictorBacktestExportJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See PredictorBacktestExportJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListWhatIfForecastExportsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListWhatIfForecastExportsResponseTypeDef

def get_value() -> ListWhatIfForecastExportsResponseTypeDef:
    return {
        "WhatIfForecastExports": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListWhatIfForecastExportsResponseTypeDef(TypedDict):
    WhatIfForecastExports: List[WhatIfForecastExportSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WhatIfForecastExportSummaryTypeDef
2. See ResponseMetadataTypeDef

ListDatasetImportJobsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import ListDatasetImportJobsResponseTypeDef

def get_value() -> ListDatasetImportJobsResponseTypeDef:
    return {
        "DatasetImportJobs": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListDatasetImportJobsResponseTypeDef(TypedDict):
    DatasetImportJobs: List[DatasetImportJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DatasetImportJobSummaryTypeDef
2. See ResponseMetadataTypeDef

CreatePredictorRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreatePredictorRequestRequestTypeDef

def get_value() -> CreatePredictorRequestRequestTypeDef:
    return {
        "PredictorName": ...,
        "ForecastHorizon": ...,
        "InputDataConfig": ...,
        "FeaturizationConfig": ...,
    }

Definition

class CreatePredictorRequestRequestTypeDef(TypedDict):
    PredictorName: str,
    ForecastHorizon: int,
    InputDataConfig: InputDataConfigTypeDef,  # (1)
    FeaturizationConfig: FeaturizationConfigTypeDef,  # (2)
    AlgorithmArn: NotRequired[str],
    ForecastTypes: NotRequired[Sequence[str]],
    PerformAutoML: NotRequired[bool],
    AutoMLOverrideStrategy: NotRequired[AutoMLOverrideStrategyType],  # (3)
    PerformHPO: NotRequired[bool],
    TrainingParameters: NotRequired[Mapping[str, str]],
    EvaluationParameters: NotRequired[EvaluationParametersTypeDef],  # (4)
    HPOConfig: NotRequired[HyperParameterTuningJobConfigTypeDef],  # (5)
    EncryptionConfig: NotRequired[EncryptionConfigTypeDef],  # (6)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (7)
    OptimizationMetric: NotRequired[OptimizationMetricType],  # (8)

1. See InputDataConfigTypeDef
2. See FeaturizationConfigTypeDef
3. See AutoMLOverrideStrategyType
4. See EvaluationParametersTypeDef
5. See HyperParameterTuningJobConfigTypeDef
6. See EncryptionConfigTypeDef
7. See TagTypeDef
8. See OptimizationMetricType

EvaluationResultTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import EvaluationResultTypeDef

def get_value() -> EvaluationResultTypeDef:
    return {
        "AlgorithmArn": ...,
    }

Definition

class EvaluationResultTypeDef(TypedDict):
    AlgorithmArn: NotRequired[str],
    TestWindows: NotRequired[List[WindowSummaryTypeDef]],  # (1)

1. See WindowSummaryTypeDef

DescribePredictorResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribePredictorResponseTypeDef

def get_value() -> DescribePredictorResponseTypeDef:
    return {
        "PredictorArn": ...,
        "PredictorName": ...,
        "AlgorithmArn": ...,
        "AutoMLAlgorithmArns": ...,
        "ForecastHorizon": ...,
        "ForecastTypes": ...,
        "PerformAutoML": ...,
        "AutoMLOverrideStrategy": ...,
        "PerformHPO": ...,
        "TrainingParameters": ...,
        "EvaluationParameters": ...,
        "HPOConfig": ...,
        "InputDataConfig": ...,
        "FeaturizationConfig": ...,
        "EncryptionConfig": ...,
        "PredictorExecutionDetails": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "IsAutoPredictor": ...,
        "DatasetImportJobArns": ...,
        "Status": ...,
        "Message": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "OptimizationMetric": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribePredictorResponseTypeDef(TypedDict):
    PredictorArn: str,
    PredictorName: str,
    AlgorithmArn: str,
    AutoMLAlgorithmArns: List[str],
    ForecastHorizon: int,
    ForecastTypes: List[str],
    PerformAutoML: bool,
    AutoMLOverrideStrategy: AutoMLOverrideStrategyType,  # (1)
    PerformHPO: bool,
    TrainingParameters: Dict[str, str],
    EvaluationParameters: EvaluationParametersTypeDef,  # (2)
    HPOConfig: HyperParameterTuningJobConfigTypeDef,  # (3)
    InputDataConfig: InputDataConfigTypeDef,  # (4)
    FeaturizationConfig: FeaturizationConfigTypeDef,  # (5)
    EncryptionConfig: EncryptionConfigTypeDef,  # (6)
    PredictorExecutionDetails: PredictorExecutionDetailsTypeDef,  # (7)
    EstimatedTimeRemainingInMinutes: int,
    IsAutoPredictor: bool,
    DatasetImportJobArns: List[str],
    Status: str,
    Message: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    OptimizationMetric: OptimizationMetricType,  # (8)
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)

1. See AutoMLOverrideStrategyType
2. See EvaluationParametersTypeDef
3. See HyperParameterTuningJobConfigTypeDef
4. See InputDataConfigTypeDef
5. See FeaturizationConfigTypeDef
6. See EncryptionConfigTypeDef
7. See PredictorExecutionDetailsTypeDef
8. See OptimizationMetricType
9. See ResponseMetadataTypeDef

TimeSeriesSelectorTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import TimeSeriesSelectorTypeDef

def get_value() -> TimeSeriesSelectorTypeDef:
    return {
        "TimeSeriesIdentifiers": ...,
    }

Definition

class TimeSeriesSelectorTypeDef(TypedDict):
    TimeSeriesIdentifiers: NotRequired[TimeSeriesIdentifiersTypeDef],  # (1)

1. See TimeSeriesIdentifiersTypeDef

CreateWhatIfForecastRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateWhatIfForecastRequestRequestTypeDef

def get_value() -> CreateWhatIfForecastRequestRequestTypeDef:
    return {
        "WhatIfForecastName": ...,
        "WhatIfAnalysisArn": ...,
    }

Definition

class CreateWhatIfForecastRequestRequestTypeDef(TypedDict):
    WhatIfForecastName: str,
    WhatIfAnalysisArn: str,
    TimeSeriesTransformations: NotRequired[Sequence[TimeSeriesTransformationTypeDef]],  # (1)
    TimeSeriesReplacementsDataSource: NotRequired[TimeSeriesReplacementsDataSourceTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)

1. See TimeSeriesTransformationTypeDef
2. See TimeSeriesReplacementsDataSourceTypeDef
3. See TagTypeDef

DescribeWhatIfForecastResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeWhatIfForecastResponseTypeDef

def get_value() -> DescribeWhatIfForecastResponseTypeDef:
    return {
        "WhatIfForecastName": ...,
        "WhatIfForecastArn": ...,
        "WhatIfAnalysisArn": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "Status": ...,
        "Message": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "TimeSeriesTransformations": ...,
        "TimeSeriesReplacementsDataSource": ...,
        "ForecastTypes": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeWhatIfForecastResponseTypeDef(TypedDict):
    WhatIfForecastName: str,
    WhatIfForecastArn: str,
    WhatIfAnalysisArn: str,
    EstimatedTimeRemainingInMinutes: int,
    Status: str,
    Message: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    TimeSeriesTransformations: List[TimeSeriesTransformationTypeDef],  # (1)
    TimeSeriesReplacementsDataSource: TimeSeriesReplacementsDataSourceTypeDef,  # (2)
    ForecastTypes: List[str],
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)

1. See TimeSeriesTransformationTypeDef
2. See TimeSeriesReplacementsDataSourceTypeDef
3. See ResponseMetadataTypeDef

GetAccuracyMetricsResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import GetAccuracyMetricsResponseTypeDef

def get_value() -> GetAccuracyMetricsResponseTypeDef:
    return {
        "PredictorEvaluationResults": ...,
        "IsAutoPredictor": ...,
        "AutoMLOverrideStrategy": ...,
        "OptimizationMetric": ...,
        "ResponseMetadata": ...,
    }

Definition

class GetAccuracyMetricsResponseTypeDef(TypedDict):
    PredictorEvaluationResults: List[EvaluationResultTypeDef],  # (1)
    IsAutoPredictor: bool,
    AutoMLOverrideStrategy: AutoMLOverrideStrategyType,  # (2)
    OptimizationMetric: OptimizationMetricType,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)

1. See EvaluationResultTypeDef
2. See AutoMLOverrideStrategyType
3. See OptimizationMetricType
4. See ResponseMetadataTypeDef

CreateForecastRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateForecastRequestRequestTypeDef

def get_value() -> CreateForecastRequestRequestTypeDef:
    return {
        "ForecastName": ...,
        "PredictorArn": ...,
    }

Definition

class CreateForecastRequestRequestTypeDef(TypedDict):
    ForecastName: str,
    PredictorArn: str,
    ForecastTypes: NotRequired[Sequence[str]],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    TimeSeriesSelector: NotRequired[TimeSeriesSelectorTypeDef],  # (2)

1. See TagTypeDef
2. See TimeSeriesSelectorTypeDef

CreateWhatIfAnalysisRequestRequestTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import CreateWhatIfAnalysisRequestRequestTypeDef

def get_value() -> CreateWhatIfAnalysisRequestRequestTypeDef:
    return {
        "WhatIfAnalysisName": ...,
        "ForecastArn": ...,
    }

Definition

class CreateWhatIfAnalysisRequestRequestTypeDef(TypedDict):
    WhatIfAnalysisName: str,
    ForecastArn: str,
    TimeSeriesSelector: NotRequired[TimeSeriesSelectorTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See TimeSeriesSelectorTypeDef
2. See TagTypeDef

DescribeForecastResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeForecastResponseTypeDef

def get_value() -> DescribeForecastResponseTypeDef:
    return {
        "ForecastArn": ...,
        "ForecastName": ...,
        "ForecastTypes": ...,
        "PredictorArn": ...,
        "DatasetGroupArn": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "Status": ...,
        "Message": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "TimeSeriesSelector": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeForecastResponseTypeDef(TypedDict):
    ForecastArn: str,
    ForecastName: str,
    ForecastTypes: List[str],
    PredictorArn: str,
    DatasetGroupArn: str,
    EstimatedTimeRemainingInMinutes: int,
    Status: str,
    Message: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    TimeSeriesSelector: TimeSeriesSelectorTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TimeSeriesSelectorTypeDef
2. See ResponseMetadataTypeDef

DescribeWhatIfAnalysisResponseTypeDef

Usage Example

from types_aiobotocore_forecast.type_defs import DescribeWhatIfAnalysisResponseTypeDef

def get_value() -> DescribeWhatIfAnalysisResponseTypeDef:
    return {
        "WhatIfAnalysisName": ...,
        "WhatIfAnalysisArn": ...,
        "ForecastArn": ...,
        "EstimatedTimeRemainingInMinutes": ...,
        "Status": ...,
        "Message": ...,
        "CreationTime": ...,
        "LastModificationTime": ...,
        "TimeSeriesSelector": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeWhatIfAnalysisResponseTypeDef(TypedDict):
    WhatIfAnalysisName: str,
    WhatIfAnalysisArn: str,
    ForecastArn: str,
    EstimatedTimeRemainingInMinutes: int,
    Status: str,
    Message: str,
    CreationTime: datetime,
    LastModificationTime: datetime,
    TimeSeriesSelector: TimeSeriesSelectorTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TimeSeriesSelectorTypeDef
2. See ResponseMetadataTypeDef