ForecastService module
Index > ForecastService
Auto-generated documentation for ForecastService type annotations stubs module types-aiobotocore-forecast.
How to install
From PyPI with pip
Install types-aioboto3
for ForecastService
service.
# install with aioboto3 type annotations
python -m pip install 'types-aioboto3[forecast]'
# Lite version does not provide session.client/resource overloads
# it is more RAM-friendly, but requires explicit type annotations
python -m pip install 'types-aioboto3-lite[forecast]'
# standalone installation
python -m pip install types-aiobotocore-forecast
How to uninstall
Usage
Code samples can be found in Examples.
ForecastServiceClient
Type annotations and code completion for session.client("forecast")
as ForecastServiceClient
boto3 documentation
Usage example
from aioboto3.session import Session
from types_aiobotocore_forecast.client import ForecastServiceClient
session = Session()
async with session.client("forecast") as client:
client: ForecastServiceClient
Paginators
Type annotations and code completion for
paginators
from session.client("forecast").get_paginator("...")
.
Usage example
from types_aiobotocore_forecast.paginator import ListDatasetGroupsPaginator
def get_list_dataset_groups_paginator() -> ListDatasetGroupsPaginator:
return client.get_paginator("list_dataset_groups"))
- ListDatasetGroupsPaginator
- ListDatasetImportJobsPaginator
- ListDatasetsPaginator
- ListExplainabilitiesPaginator
- ListExplainabilityExportsPaginator
- ListForecastExportJobsPaginator
- ListForecastsPaginator
- ListMonitorEvaluationsPaginator
- ListMonitorsPaginator
- ListPredictorBacktestExportJobsPaginator
- ListPredictorsPaginator
- ListWhatIfAnalysesPaginator
- ListWhatIfForecastExportsPaginator
- ListWhatIfForecastsPaginator
Literals
Type annotations for literals used in methods and schema.
Usage example
from types_aiobotocore_forecast.literals import AttributeTypeType
def get_value() -> AttributeTypeType:
return "float"
- AttributeTypeType
- AutoMLOverrideStrategyType
- ConditionType
- DatasetTypeType
- DayOfWeekType
- DomainType
- EvaluationTypeType
- FeaturizationMethodNameType
- FilterConditionStringType
- ListDatasetGroupsPaginatorName
- ListDatasetImportJobsPaginatorName
- ListDatasetsPaginatorName
- ListExplainabilitiesPaginatorName
- ListExplainabilityExportsPaginatorName
- ListForecastExportJobsPaginatorName
- ListForecastsPaginatorName
- ListMonitorEvaluationsPaginatorName
- ListMonitorsPaginatorName
- ListPredictorBacktestExportJobsPaginatorName
- ListPredictorsPaginatorName
- ListWhatIfAnalysesPaginatorName
- ListWhatIfForecastExportsPaginatorName
- ListWhatIfForecastsPaginatorName
- MonthType
- OperationType
- OptimizationMetricType
- ScalingTypeType
- StateType
- TimePointGranularityType
- TimeSeriesGranularityType
- ForecastServiceServiceName
- ServiceName
- ResourceServiceName
- PaginatorName
- RegionName
Typed dictionaries
Type annotations for typed dictionaries used in methods and schema.
Usage example
from types_aiobotocore_forecast.type_defs import ActionTypeDef
def get_value() -> ActionTypeDef:
return {
"AttributeName": ...,
"Operation": ...,
"Value": ...,
}
- ActionTypeDef
- AdditionalDatasetTypeDef
- AttributeConfigTypeDef
- BaselineMetricTypeDef
- CategoricalParameterRangeTypeDef
- ContinuousParameterRangeTypeDef
- EncryptionConfigTypeDef
- MonitorConfigTypeDef
- TagTypeDef
- TimeAlignmentBoundaryTypeDef
- ResponseMetadataTypeDef
- ExplainabilityConfigTypeDef
- EvaluationParametersTypeDef
- S3ConfigTypeDef
- DatasetGroupSummaryTypeDef
- DatasetSummaryTypeDef
- DeleteDatasetGroupRequestRequestTypeDef
- DeleteDatasetImportJobRequestRequestTypeDef
- DeleteDatasetRequestRequestTypeDef
- DeleteExplainabilityExportRequestRequestTypeDef
- DeleteExplainabilityRequestRequestTypeDef
- DeleteForecastExportJobRequestRequestTypeDef
- DeleteForecastRequestRequestTypeDef
- DeleteMonitorRequestRequestTypeDef
- DeletePredictorBacktestExportJobRequestRequestTypeDef
- DeletePredictorRequestRequestTypeDef
- DeleteResourceTreeRequestRequestTypeDef
- DeleteWhatIfAnalysisRequestRequestTypeDef
- DeleteWhatIfForecastExportRequestRequestTypeDef
- DeleteWhatIfForecastRequestRequestTypeDef
- DescribeAutoPredictorRequestRequestTypeDef
- ExplainabilityInfoTypeDef
- MonitorInfoTypeDef
- ReferencePredictorSummaryTypeDef
- DescribeDatasetGroupRequestRequestTypeDef
- DescribeDatasetImportJobRequestRequestTypeDef
- StatisticsTypeDef
- DescribeDatasetRequestRequestTypeDef
- DescribeExplainabilityExportRequestRequestTypeDef
- DescribeExplainabilityRequestRequestTypeDef
- DescribeForecastExportJobRequestRequestTypeDef
- DescribeForecastRequestRequestTypeDef
- DescribeMonitorRequestRequestTypeDef
- DescribePredictorBacktestExportJobRequestRequestTypeDef
- DescribePredictorRequestRequestTypeDef
- DescribeWhatIfAnalysisRequestRequestTypeDef
- DescribeWhatIfForecastExportRequestRequestTypeDef
- DescribeWhatIfForecastRequestRequestTypeDef
- ErrorMetricTypeDef
- FeaturizationMethodTypeDef
- FilterTypeDef
- ForecastSummaryTypeDef
- GetAccuracyMetricsRequestRequestTypeDef
- SupplementaryFeatureTypeDef
- IntegerParameterRangeTypeDef
- PaginatorConfigTypeDef
- ListDatasetGroupsRequestRequestTypeDef
- ListDatasetsRequestRequestTypeDef
- MonitorSummaryTypeDef
- ListTagsForResourceRequestRequestTypeDef
- WhatIfAnalysisSummaryTypeDef
- WhatIfForecastSummaryTypeDef
- MetricResultTypeDef
- WeightedQuantileLossTypeDef
- MonitorDataSourceTypeDef
- PredictorEventTypeDef
- TestWindowSummaryTypeDef
- ResumeResourceRequestRequestTypeDef
- SchemaAttributeTypeDef
- StopResourceRequestRequestTypeDef
- TimeSeriesConditionTypeDef
- UntagResourceRequestRequestTypeDef
- UpdateDatasetGroupRequestRequestTypeDef
- DataConfigTypeDef
- PredictorBaselineTypeDef
- CreateDatasetGroupRequestRequestTypeDef
- CreateMonitorRequestRequestTypeDef
- TagResourceRequestRequestTypeDef
- CreateAutoPredictorResponseTypeDef
- CreateDatasetGroupResponseTypeDef
- CreateDatasetImportJobResponseTypeDef
- CreateDatasetResponseTypeDef
- CreateExplainabilityExportResponseTypeDef
- CreateExplainabilityResponseTypeDef
- CreateForecastExportJobResponseTypeDef
- CreateForecastResponseTypeDef
- CreateMonitorResponseTypeDef
- CreatePredictorBacktestExportJobResponseTypeDef
- CreatePredictorResponseTypeDef
- CreateWhatIfAnalysisResponseTypeDef
- CreateWhatIfForecastExportResponseTypeDef
- CreateWhatIfForecastResponseTypeDef
- DescribeDatasetGroupResponseTypeDef
- EmptyResponseMetadataTypeDef
- ListTagsForResourceResponseTypeDef
- ExplainabilitySummaryTypeDef
- DataDestinationTypeDef
- DataSourceTypeDef
- ListDatasetGroupsResponseTypeDef
- ListDatasetsResponseTypeDef
- PredictorSummaryTypeDef
- FeaturizationTypeDef
- ListDatasetImportJobsRequestRequestTypeDef
- ListExplainabilitiesRequestRequestTypeDef
- ListExplainabilityExportsRequestRequestTypeDef
- ListForecastExportJobsRequestRequestTypeDef
- ListForecastsRequestRequestTypeDef
- ListMonitorEvaluationsRequestRequestTypeDef
- ListMonitorsRequestRequestTypeDef
- ListPredictorBacktestExportJobsRequestRequestTypeDef
- ListPredictorsRequestRequestTypeDef
- ListWhatIfAnalysesRequestRequestTypeDef
- ListWhatIfForecastExportsRequestRequestTypeDef
- ListWhatIfForecastsRequestRequestTypeDef
- ListForecastsResponseTypeDef
- InputDataConfigTypeDef
- ParameterRangesTypeDef
- ListDatasetGroupsRequestListDatasetGroupsPaginateTypeDef
- ListDatasetImportJobsRequestListDatasetImportJobsPaginateTypeDef
- ListDatasetsRequestListDatasetsPaginateTypeDef
- ListExplainabilitiesRequestListExplainabilitiesPaginateTypeDef
- ListExplainabilityExportsRequestListExplainabilityExportsPaginateTypeDef
- ListForecastExportJobsRequestListForecastExportJobsPaginateTypeDef
- ListForecastsRequestListForecastsPaginateTypeDef
- ListMonitorEvaluationsRequestListMonitorEvaluationsPaginateTypeDef
- ListMonitorsRequestListMonitorsPaginateTypeDef
- ListPredictorBacktestExportJobsRequestListPredictorBacktestExportJobsPaginateTypeDef
- ListPredictorsRequestListPredictorsPaginateTypeDef
- ListWhatIfAnalysesRequestListWhatIfAnalysesPaginateTypeDef
- ListWhatIfForecastExportsRequestListWhatIfForecastExportsPaginateTypeDef
- ListWhatIfForecastsRequestListWhatIfForecastsPaginateTypeDef
- ListMonitorsResponseTypeDef
- ListWhatIfAnalysesResponseTypeDef
- ListWhatIfForecastsResponseTypeDef
- MetricsTypeDef
- PredictorMonitorEvaluationTypeDef
- PredictorExecutionTypeDef
- SchemaTypeDef
- TimeSeriesTransformationTypeDef
- CreateAutoPredictorRequestRequestTypeDef
- DescribeAutoPredictorResponseTypeDef
- BaselineTypeDef
- ListExplainabilitiesResponseTypeDef
- CreateExplainabilityExportRequestRequestTypeDef
- CreateForecastExportJobRequestRequestTypeDef
- CreatePredictorBacktestExportJobRequestRequestTypeDef
- CreateWhatIfForecastExportRequestRequestTypeDef
- DescribeExplainabilityExportResponseTypeDef
- DescribeForecastExportJobResponseTypeDef
- DescribePredictorBacktestExportJobResponseTypeDef
- DescribeWhatIfForecastExportResponseTypeDef
- ExplainabilityExportSummaryTypeDef
- ForecastExportJobSummaryTypeDef
- PredictorBacktestExportJobSummaryTypeDef
- WhatIfForecastExportSummaryTypeDef
- CreateDatasetImportJobRequestRequestTypeDef
- DatasetImportJobSummaryTypeDef
- DescribeDatasetImportJobResponseTypeDef
- ListPredictorsResponseTypeDef
- FeaturizationConfigTypeDef
- HyperParameterTuningJobConfigTypeDef
- WindowSummaryTypeDef
- ListMonitorEvaluationsResponseTypeDef
- PredictorExecutionDetailsTypeDef
- CreateDatasetRequestRequestTypeDef
- CreateExplainabilityRequestRequestTypeDef
- DescribeDatasetResponseTypeDef
- DescribeExplainabilityResponseTypeDef
- TimeSeriesIdentifiersTypeDef
- TimeSeriesReplacementsDataSourceTypeDef
- DescribeMonitorResponseTypeDef
- ListExplainabilityExportsResponseTypeDef
- ListForecastExportJobsResponseTypeDef
- ListPredictorBacktestExportJobsResponseTypeDef
- ListWhatIfForecastExportsResponseTypeDef
- ListDatasetImportJobsResponseTypeDef
- CreatePredictorRequestRequestTypeDef
- EvaluationResultTypeDef
- DescribePredictorResponseTypeDef
- TimeSeriesSelectorTypeDef
- CreateWhatIfForecastRequestRequestTypeDef
- DescribeWhatIfForecastResponseTypeDef
- GetAccuracyMetricsResponseTypeDef
- CreateForecastRequestRequestTypeDef
- CreateWhatIfAnalysisRequestRequestTypeDef
- DescribeForecastResponseTypeDef
- DescribeWhatIfAnalysisResponseTypeDef