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+/mypy-boto3-forecast-1.26.62.tar.gz
diff --git a/python-mypy-boto3-forecast.spec b/python-mypy-boto3-forecast.spec
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+%global _empty_manifest_terminate_build 0
+Name:		python-mypy-boto3-forecast
+Version:	1.26.62
+Release:	1
+Summary:	Type annotations for boto3.ForecastService 1.26.62 service generated with mypy-boto3-builder 7.12.3
+License:	MIT License
+URL:		https://github.com/youtype/mypy_boto3_builder
+Source0:	https://mirrors.nju.edu.cn/pypi/web/packages/37/db/0ee468533c0b8957df592c0952d698117627b41dd664fafc2eb609416b37/mypy-boto3-forecast-1.26.62.tar.gz
+BuildArch:	noarch
+
+Requires:	python3-typing-extensions
+
+%description
+<a id="mypy-boto3-forecast"></a>
+
+# mypy-boto3-forecast
+
+[![PyPI - mypy-boto3-forecast](https://img.shields.io/pypi/v/mypy-boto3-forecast.svg?color=blue)](https://pypi.org/project/mypy-boto3-forecast)
+[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/mypy-boto3-forecast.svg?color=blue)](https://pypi.org/project/mypy-boto3-forecast)
+[![Docs](https://img.shields.io/readthedocs/mypy-boto3-builder.svg?color=blue)](https://mypy-boto3-builder.readthedocs.io/)
+[![PyPI - Downloads](https://img.shields.io/pypi/dm/mypy-boto3-forecast?color=blue)](https://pypistats.org/packages/mypy-boto3-forecast)
+
+![boto3.typed](https://github.com/youtype/mypy_boto3_builder/raw/main/logo.png)
+
+Type annotations for
+[boto3.ForecastService 1.26.62](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/forecast.html#ForecastService)
+service compatible with [VSCode](https://code.visualstudio.com/),
+[PyCharm](https://www.jetbrains.com/pycharm/),
+[Emacs](https://www.gnu.org/software/emacs/),
+[Sublime Text](https://www.sublimetext.com/),
+[mypy](https://github.com/python/mypy),
+[pyright](https://github.com/microsoft/pyright) and other tools.
+
+Generated by
+[mypy-boto3-builder 7.12.3](https://github.com/youtype/mypy_boto3_builder).
+
+More information can be found on
+[boto3-stubs](https://pypi.org/project/boto3-stubs/) page and in
+[mypy-boto3-forecast docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_forecast/).
+
+See how it helps to find and fix potential bugs:
+
+![boto3-stubs demo](https://github.com/youtype/mypy_boto3_builder/raw/main/demo.gif)
+
+- [mypy-boto3-forecast](#mypy-boto3-forecast)
+  - [How to install](#how-to-install)
+    - [VSCode extension](#vscode-extension)
+    - [From PyPI with pip](#from-pypi-with-pip)
+  - [How to uninstall](#how-to-uninstall)
+  - [Usage](#usage)
+    - [VSCode](#vscode)
+    - [PyCharm](#pycharm)
+    - [Emacs](#emacs)
+    - [Sublime Text](#sublime-text)
+    - [Other IDEs](#other-ides)
+    - [mypy](#mypy)
+    - [pyright](#pyright)
+  - [Explicit type annotations](#explicit-type-annotations)
+    - [Client annotations](#client-annotations)
+    - [Paginators annotations](#paginators-annotations)
+    - [Literals](#literals)
+    - [Typed dictionaries](#typed-dictionaries)
+  - [How it works](#how-it-works)
+  - [What's new](#what's-new)
+    - [Implemented features](#implemented-features)
+    - [Latest changes](#latest-changes)
+  - [Versioning](#versioning)
+  - [Thank you](#thank-you)
+  - [Documentation](#documentation)
+  - [Support and contributing](#support-and-contributing)
+
+<a id="how-to-install"></a>
+
+## How to install
+
+<a id="vscode-extension"></a>
+
+### VSCode extension
+
+Add
+[AWS Boto3](https://marketplace.visualstudio.com/items?itemName=Boto3typed.boto3-ide)
+extension to your VSCode and run `AWS boto3: Quick Start` command.
+
+Click `Modify` and select `boto3 common` and `ForecastService`.
+
+<a id="from-pypi-with-pip"></a>
+
+### From PyPI with pip
+
+Install `boto3-stubs` for `ForecastService` service.
+
+```bash
+# install with boto3 type annotations
+python -m pip install 'boto3-stubs[forecast]'
+
+
+# Lite version does not provide session.client/resource overloads
+# it is more RAM-friendly, but requires explicit type annotations
+python -m pip install 'boto3-stubs-lite[forecast]'
+
+
+# standalone installation
+python -m pip install mypy-boto3-forecast
+```
+
+<a id="how-to-uninstall"></a>
+
+## How to uninstall
+
+```bash
+python -m pip uninstall -y mypy-boto3-forecast
+```
+
+<a id="usage"></a>
+
+## Usage
+
+<a id="vscode"></a>
+
+### VSCode
+
+- Install
+  [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python)
+- Install
+  [Pylance extension](https://marketplace.visualstudio.com/items?itemName=ms-python.vscode-pylance)
+- Set `Pylance` as your Python Language Server
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+Both type checking and code completion should now work. No explicit type
+annotations required, write your `boto3` code as usual.
+
+<a id="pycharm"></a>
+
+### PyCharm
+
+Install `boto3-stubs-lite[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs-lite[forecast]'`
+```
+
+Both type checking and code completion should now work. Explicit type
+annotations **are required**.
+
+Use `boto3-stubs` package instead for implicit type discovery.
+
+<a id="emacs"></a>
+
+### Emacs
+
+- Install `boto3-stubs` with services you use in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+- Install [use-package](https://github.com/jwiegley/use-package),
+  [lsp](https://github.com/emacs-lsp/lsp-mode/),
+  [company](https://github.com/company-mode/company-mode) and
+  [flycheck](https://github.com/flycheck/flycheck) packages
+- Install [lsp-pyright](https://github.com/emacs-lsp/lsp-pyright) package
+
+```elisp
+(use-package lsp-pyright
+  :ensure t
+  :hook (python-mode . (lambda ()
+                          (require 'lsp-pyright)
+                          (lsp)))  ; or lsp-deferred
+  :init (when (executable-find "python3")
+          (setq lsp-pyright-python-executable-cmd "python3"))
+  )
+```
+
+- Make sure emacs uses the environment where you have installed `boto3-stubs`
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="sublime-text"></a>
+
+### Sublime Text
+
+- Install `boto3-stubs[forecast]` with services you use in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+- Install [LSP-pyright](https://github.com/sublimelsp/LSP-pyright) package
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="other-ides"></a>
+
+### Other IDEs
+
+Not tested, but as long as your IDE supports `mypy` or `pyright`, everything
+should work.
+
+<a id="mypy"></a>
+
+### mypy
+
+- Install `mypy`: `python -m pip install mypy`
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'`
+```
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="pyright"></a>
+
+### pyright
+
+- Install `pyright`: `npm i -g pyright`
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+Optionally, you can install `boto3-stubs` to `typings` folder.
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="explicit-type-annotations"></a>
+
+## Explicit type annotations
+
+<a id="client-annotations"></a>
+
+### Client annotations
+
+`ForecastServiceClient` provides annotations for `boto3.client("forecast")`.
+
+```python
+from boto3.session import Session
+
+from mypy_boto3_forecast import ForecastServiceClient
+
+client: ForecastServiceClient = Session().client("forecast")
+
+# now client usage is checked by mypy and IDE should provide code completion
+```
+
+<a id="paginators-annotations"></a>
+
+### Paginators annotations
+
+`mypy_boto3_forecast.paginator` module contains type annotations for all
+paginators.
+
+```python
+from boto3.session import Session
+
+from mypy_boto3_forecast import ForecastServiceClient
+from mypy_boto3_forecast.paginator import (
+    ListDatasetGroupsPaginator,
+    ListDatasetImportJobsPaginator,
+    ListDatasetsPaginator,
+    ListExplainabilitiesPaginator,
+    ListExplainabilityExportsPaginator,
+    ListForecastExportJobsPaginator,
+    ListForecastsPaginator,
+    ListMonitorEvaluationsPaginator,
+    ListMonitorsPaginator,
+    ListPredictorBacktestExportJobsPaginator,
+    ListPredictorsPaginator,
+    ListWhatIfAnalysesPaginator,
+    ListWhatIfForecastExportsPaginator,
+    ListWhatIfForecastsPaginator,
+)
+
+client: ForecastServiceClient = Session().client("forecast")
+
+# Explicit type annotations are optional here
+# Types should be correctly discovered by mypy and IDEs
+list_dataset_groups_paginator: ListDatasetGroupsPaginator = client.get_paginator(
+    "list_dataset_groups"
+)
+list_dataset_import_jobs_paginator: ListDatasetImportJobsPaginator = client.get_paginator(
+    "list_dataset_import_jobs"
+)
+list_datasets_paginator: ListDatasetsPaginator = client.get_paginator("list_datasets")
+list_explainabilities_paginator: ListExplainabilitiesPaginator = client.get_paginator(
+    "list_explainabilities"
+)
+list_explainability_exports_paginator: ListExplainabilityExportsPaginator = client.get_paginator(
+    "list_explainability_exports"
+)
+list_forecast_export_jobs_paginator: ListForecastExportJobsPaginator = client.get_paginator(
+    "list_forecast_export_jobs"
+)
+list_forecasts_paginator: ListForecastsPaginator = client.get_paginator("list_forecasts")
+list_monitor_evaluations_paginator: ListMonitorEvaluationsPaginator = client.get_paginator(
+    "list_monitor_evaluations"
+)
+list_monitors_paginator: ListMonitorsPaginator = client.get_paginator("list_monitors")
+list_predictor_backtest_export_jobs_paginator: ListPredictorBacktestExportJobsPaginator = (
+    client.get_paginator("list_predictor_backtest_export_jobs")
+)
+list_predictors_paginator: ListPredictorsPaginator = client.get_paginator("list_predictors")
+list_what_if_analyses_paginator: ListWhatIfAnalysesPaginator = client.get_paginator(
+    "list_what_if_analyses"
+)
+list_what_if_forecast_exports_paginator: ListWhatIfForecastExportsPaginator = client.get_paginator(
+    "list_what_if_forecast_exports"
+)
+list_what_if_forecasts_paginator: ListWhatIfForecastsPaginator = client.get_paginator(
+    "list_what_if_forecasts"
+)
+```
+
+<a id="literals"></a>
+
+### Literals
+
+`mypy_boto3_forecast.literals` module contains literals extracted from shapes
+that can be used in user code for type checking.
+
+```python
+from mypy_boto3_forecast.literals import (
+    AttributeTypeType,
+    AutoMLOverrideStrategyType,
+    ConditionType,
+    DatasetTypeType,
+    DayOfWeekType,
+    DomainType,
+    EvaluationTypeType,
+    FeaturizationMethodNameType,
+    FilterConditionStringType,
+    ImportModeType,
+    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,
+)
+
+
+def check_value(value: AttributeTypeType) -> bool:
+    ...
+```
+
+<a id="typed-dictionaries"></a>
+
+### Typed dictionaries
+
+`mypy_boto3_forecast.type_defs` module contains structures and shapes assembled
+to typed dictionaries for additional type checking.
+
+```python
+from mypy_boto3_forecast.type_defs import (
+    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,
+)
+
+
+def get_structure() -> ActionTypeDef:
+    return {...}
+```
+
+<a id="how-it-works"></a>
+
+## How it works
+
+Fully automated
+[mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder) carefully
+generates type annotations for each service, patiently waiting for `boto3`
+updates. It delivers a drop-in type annotations for you and makes sure that:
+
+- All available `boto3` services are covered.
+- Each public class and method of every `boto3` service gets valid type
+  annotations extracted from the documentation (blame `botocore` docs if types
+  are incorrect).
+- Type annotations include up-to-date documentation.
+- Link to documentation is provided for every method.
+- Code is processed by [black](https://github.com/psf/black) and
+  [isort](https://github.com/PyCQA/isort) for readability.
+
+<a id="what's-new"></a>
+
+## What's new
+
+<a id="implemented-features"></a>
+
+### Implemented features
+
+- Fully type annotated `boto3`, `botocore` and `aiobotocore` libraries
+- `mypy`, `pyright`, `VSCode`, `PyCharm`, `Sublime Text` and `Emacs`
+  compatibility
+- `Client`, `ServiceResource`, `Resource`, `Waiter` `Paginator` type
+  annotations for each service
+- Generated `TypeDefs` for each service
+- Generated `Literals` for each service
+- Auto discovery of types for `boto3.client` and `boto3.session` calls
+- Auto discovery of types for `session.client` and `session.session` calls
+- Auto discovery of types for `client.get_waiter` and `client.get_paginator`
+  calls
+- Auto discovery of types for `ServiceResource` and `Resource` collections
+- Auto discovery of types for `aiobotocore.Session.create_client` calls
+
+<a id="latest-changes"></a>
+
+### Latest changes
+
+Builder changelog can be found in
+[Releases](https://github.com/youtype/mypy_boto3_builder/releases).
+
+<a id="versioning"></a>
+
+## Versioning
+
+`mypy-boto3-forecast` version is the same as related `boto3` version and
+follows [PEP 440](https://www.python.org/dev/peps/pep-0440/) format.
+
+<a id="thank-you"></a>
+
+## Thank you
+
+- [Allie Fitter](https://github.com/alliefitter) for
+  [boto3-type-annotations](https://pypi.org/project/boto3-type-annotations/),
+  this package is based on top of his work
+- [black](https://github.com/psf/black) developers for an awesome formatting
+  tool
+- [Timothy Edmund Crosley](https://github.com/timothycrosley) for
+  [isort](https://github.com/PyCQA/isort) and how flexible it is
+- [mypy](https://github.com/python/mypy) developers for doing all dirty work
+  for us
+- [pyright](https://github.com/microsoft/pyright) team for the new era of typed
+  Python
+
+<a id="documentation"></a>
+
+## Documentation
+
+All services type annotations can be found in
+[boto3 docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_forecast/)
+
+<a id="support-and-contributing"></a>
+
+## Support and contributing
+
+This package is auto-generated. Please reports any bugs or request new features
+in [mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder/issues/)
+repository.
+
+
+%package -n python3-mypy-boto3-forecast
+Summary:	Type annotations for boto3.ForecastService 1.26.62 service generated with mypy-boto3-builder 7.12.3
+Provides:	python-mypy-boto3-forecast
+BuildRequires:	python3-devel
+BuildRequires:	python3-setuptools
+BuildRequires:	python3-pip
+%description -n python3-mypy-boto3-forecast
+<a id="mypy-boto3-forecast"></a>
+
+# mypy-boto3-forecast
+
+[![PyPI - mypy-boto3-forecast](https://img.shields.io/pypi/v/mypy-boto3-forecast.svg?color=blue)](https://pypi.org/project/mypy-boto3-forecast)
+[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/mypy-boto3-forecast.svg?color=blue)](https://pypi.org/project/mypy-boto3-forecast)
+[![Docs](https://img.shields.io/readthedocs/mypy-boto3-builder.svg?color=blue)](https://mypy-boto3-builder.readthedocs.io/)
+[![PyPI - Downloads](https://img.shields.io/pypi/dm/mypy-boto3-forecast?color=blue)](https://pypistats.org/packages/mypy-boto3-forecast)
+
+![boto3.typed](https://github.com/youtype/mypy_boto3_builder/raw/main/logo.png)
+
+Type annotations for
+[boto3.ForecastService 1.26.62](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/forecast.html#ForecastService)
+service compatible with [VSCode](https://code.visualstudio.com/),
+[PyCharm](https://www.jetbrains.com/pycharm/),
+[Emacs](https://www.gnu.org/software/emacs/),
+[Sublime Text](https://www.sublimetext.com/),
+[mypy](https://github.com/python/mypy),
+[pyright](https://github.com/microsoft/pyright) and other tools.
+
+Generated by
+[mypy-boto3-builder 7.12.3](https://github.com/youtype/mypy_boto3_builder).
+
+More information can be found on
+[boto3-stubs](https://pypi.org/project/boto3-stubs/) page and in
+[mypy-boto3-forecast docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_forecast/).
+
+See how it helps to find and fix potential bugs:
+
+![boto3-stubs demo](https://github.com/youtype/mypy_boto3_builder/raw/main/demo.gif)
+
+- [mypy-boto3-forecast](#mypy-boto3-forecast)
+  - [How to install](#how-to-install)
+    - [VSCode extension](#vscode-extension)
+    - [From PyPI with pip](#from-pypi-with-pip)
+  - [How to uninstall](#how-to-uninstall)
+  - [Usage](#usage)
+    - [VSCode](#vscode)
+    - [PyCharm](#pycharm)
+    - [Emacs](#emacs)
+    - [Sublime Text](#sublime-text)
+    - [Other IDEs](#other-ides)
+    - [mypy](#mypy)
+    - [pyright](#pyright)
+  - [Explicit type annotations](#explicit-type-annotations)
+    - [Client annotations](#client-annotations)
+    - [Paginators annotations](#paginators-annotations)
+    - [Literals](#literals)
+    - [Typed dictionaries](#typed-dictionaries)
+  - [How it works](#how-it-works)
+  - [What's new](#what's-new)
+    - [Implemented features](#implemented-features)
+    - [Latest changes](#latest-changes)
+  - [Versioning](#versioning)
+  - [Thank you](#thank-you)
+  - [Documentation](#documentation)
+  - [Support and contributing](#support-and-contributing)
+
+<a id="how-to-install"></a>
+
+## How to install
+
+<a id="vscode-extension"></a>
+
+### VSCode extension
+
+Add
+[AWS Boto3](https://marketplace.visualstudio.com/items?itemName=Boto3typed.boto3-ide)
+extension to your VSCode and run `AWS boto3: Quick Start` command.
+
+Click `Modify` and select `boto3 common` and `ForecastService`.
+
+<a id="from-pypi-with-pip"></a>
+
+### From PyPI with pip
+
+Install `boto3-stubs` for `ForecastService` service.
+
+```bash
+# install with boto3 type annotations
+python -m pip install 'boto3-stubs[forecast]'
+
+
+# Lite version does not provide session.client/resource overloads
+# it is more RAM-friendly, but requires explicit type annotations
+python -m pip install 'boto3-stubs-lite[forecast]'
+
+
+# standalone installation
+python -m pip install mypy-boto3-forecast
+```
+
+<a id="how-to-uninstall"></a>
+
+## How to uninstall
+
+```bash
+python -m pip uninstall -y mypy-boto3-forecast
+```
+
+<a id="usage"></a>
+
+## Usage
+
+<a id="vscode"></a>
+
+### VSCode
+
+- Install
+  [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python)
+- Install
+  [Pylance extension](https://marketplace.visualstudio.com/items?itemName=ms-python.vscode-pylance)
+- Set `Pylance` as your Python Language Server
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+Both type checking and code completion should now work. No explicit type
+annotations required, write your `boto3` code as usual.
+
+<a id="pycharm"></a>
+
+### PyCharm
+
+Install `boto3-stubs-lite[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs-lite[forecast]'`
+```
+
+Both type checking and code completion should now work. Explicit type
+annotations **are required**.
+
+Use `boto3-stubs` package instead for implicit type discovery.
+
+<a id="emacs"></a>
+
+### Emacs
+
+- Install `boto3-stubs` with services you use in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+- Install [use-package](https://github.com/jwiegley/use-package),
+  [lsp](https://github.com/emacs-lsp/lsp-mode/),
+  [company](https://github.com/company-mode/company-mode) and
+  [flycheck](https://github.com/flycheck/flycheck) packages
+- Install [lsp-pyright](https://github.com/emacs-lsp/lsp-pyright) package
+
+```elisp
+(use-package lsp-pyright
+  :ensure t
+  :hook (python-mode . (lambda ()
+                          (require 'lsp-pyright)
+                          (lsp)))  ; or lsp-deferred
+  :init (when (executable-find "python3")
+          (setq lsp-pyright-python-executable-cmd "python3"))
+  )
+```
+
+- Make sure emacs uses the environment where you have installed `boto3-stubs`
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="sublime-text"></a>
+
+### Sublime Text
+
+- Install `boto3-stubs[forecast]` with services you use in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+- Install [LSP-pyright](https://github.com/sublimelsp/LSP-pyright) package
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="other-ides"></a>
+
+### Other IDEs
+
+Not tested, but as long as your IDE supports `mypy` or `pyright`, everything
+should work.
+
+<a id="mypy"></a>
+
+### mypy
+
+- Install `mypy`: `python -m pip install mypy`
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'`
+```
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="pyright"></a>
+
+### pyright
+
+- Install `pyright`: `npm i -g pyright`
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+Optionally, you can install `boto3-stubs` to `typings` folder.
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="explicit-type-annotations"></a>
+
+## Explicit type annotations
+
+<a id="client-annotations"></a>
+
+### Client annotations
+
+`ForecastServiceClient` provides annotations for `boto3.client("forecast")`.
+
+```python
+from boto3.session import Session
+
+from mypy_boto3_forecast import ForecastServiceClient
+
+client: ForecastServiceClient = Session().client("forecast")
+
+# now client usage is checked by mypy and IDE should provide code completion
+```
+
+<a id="paginators-annotations"></a>
+
+### Paginators annotations
+
+`mypy_boto3_forecast.paginator` module contains type annotations for all
+paginators.
+
+```python
+from boto3.session import Session
+
+from mypy_boto3_forecast import ForecastServiceClient
+from mypy_boto3_forecast.paginator import (
+    ListDatasetGroupsPaginator,
+    ListDatasetImportJobsPaginator,
+    ListDatasetsPaginator,
+    ListExplainabilitiesPaginator,
+    ListExplainabilityExportsPaginator,
+    ListForecastExportJobsPaginator,
+    ListForecastsPaginator,
+    ListMonitorEvaluationsPaginator,
+    ListMonitorsPaginator,
+    ListPredictorBacktestExportJobsPaginator,
+    ListPredictorsPaginator,
+    ListWhatIfAnalysesPaginator,
+    ListWhatIfForecastExportsPaginator,
+    ListWhatIfForecastsPaginator,
+)
+
+client: ForecastServiceClient = Session().client("forecast")
+
+# Explicit type annotations are optional here
+# Types should be correctly discovered by mypy and IDEs
+list_dataset_groups_paginator: ListDatasetGroupsPaginator = client.get_paginator(
+    "list_dataset_groups"
+)
+list_dataset_import_jobs_paginator: ListDatasetImportJobsPaginator = client.get_paginator(
+    "list_dataset_import_jobs"
+)
+list_datasets_paginator: ListDatasetsPaginator = client.get_paginator("list_datasets")
+list_explainabilities_paginator: ListExplainabilitiesPaginator = client.get_paginator(
+    "list_explainabilities"
+)
+list_explainability_exports_paginator: ListExplainabilityExportsPaginator = client.get_paginator(
+    "list_explainability_exports"
+)
+list_forecast_export_jobs_paginator: ListForecastExportJobsPaginator = client.get_paginator(
+    "list_forecast_export_jobs"
+)
+list_forecasts_paginator: ListForecastsPaginator = client.get_paginator("list_forecasts")
+list_monitor_evaluations_paginator: ListMonitorEvaluationsPaginator = client.get_paginator(
+    "list_monitor_evaluations"
+)
+list_monitors_paginator: ListMonitorsPaginator = client.get_paginator("list_monitors")
+list_predictor_backtest_export_jobs_paginator: ListPredictorBacktestExportJobsPaginator = (
+    client.get_paginator("list_predictor_backtest_export_jobs")
+)
+list_predictors_paginator: ListPredictorsPaginator = client.get_paginator("list_predictors")
+list_what_if_analyses_paginator: ListWhatIfAnalysesPaginator = client.get_paginator(
+    "list_what_if_analyses"
+)
+list_what_if_forecast_exports_paginator: ListWhatIfForecastExportsPaginator = client.get_paginator(
+    "list_what_if_forecast_exports"
+)
+list_what_if_forecasts_paginator: ListWhatIfForecastsPaginator = client.get_paginator(
+    "list_what_if_forecasts"
+)
+```
+
+<a id="literals"></a>
+
+### Literals
+
+`mypy_boto3_forecast.literals` module contains literals extracted from shapes
+that can be used in user code for type checking.
+
+```python
+from mypy_boto3_forecast.literals import (
+    AttributeTypeType,
+    AutoMLOverrideStrategyType,
+    ConditionType,
+    DatasetTypeType,
+    DayOfWeekType,
+    DomainType,
+    EvaluationTypeType,
+    FeaturizationMethodNameType,
+    FilterConditionStringType,
+    ImportModeType,
+    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,
+)
+
+
+def check_value(value: AttributeTypeType) -> bool:
+    ...
+```
+
+<a id="typed-dictionaries"></a>
+
+### Typed dictionaries
+
+`mypy_boto3_forecast.type_defs` module contains structures and shapes assembled
+to typed dictionaries for additional type checking.
+
+```python
+from mypy_boto3_forecast.type_defs import (
+    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,
+)
+
+
+def get_structure() -> ActionTypeDef:
+    return {...}
+```
+
+<a id="how-it-works"></a>
+
+## How it works
+
+Fully automated
+[mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder) carefully
+generates type annotations for each service, patiently waiting for `boto3`
+updates. It delivers a drop-in type annotations for you and makes sure that:
+
+- All available `boto3` services are covered.
+- Each public class and method of every `boto3` service gets valid type
+  annotations extracted from the documentation (blame `botocore` docs if types
+  are incorrect).
+- Type annotations include up-to-date documentation.
+- Link to documentation is provided for every method.
+- Code is processed by [black](https://github.com/psf/black) and
+  [isort](https://github.com/PyCQA/isort) for readability.
+
+<a id="what's-new"></a>
+
+## What's new
+
+<a id="implemented-features"></a>
+
+### Implemented features
+
+- Fully type annotated `boto3`, `botocore` and `aiobotocore` libraries
+- `mypy`, `pyright`, `VSCode`, `PyCharm`, `Sublime Text` and `Emacs`
+  compatibility
+- `Client`, `ServiceResource`, `Resource`, `Waiter` `Paginator` type
+  annotations for each service
+- Generated `TypeDefs` for each service
+- Generated `Literals` for each service
+- Auto discovery of types for `boto3.client` and `boto3.session` calls
+- Auto discovery of types for `session.client` and `session.session` calls
+- Auto discovery of types for `client.get_waiter` and `client.get_paginator`
+  calls
+- Auto discovery of types for `ServiceResource` and `Resource` collections
+- Auto discovery of types for `aiobotocore.Session.create_client` calls
+
+<a id="latest-changes"></a>
+
+### Latest changes
+
+Builder changelog can be found in
+[Releases](https://github.com/youtype/mypy_boto3_builder/releases).
+
+<a id="versioning"></a>
+
+## Versioning
+
+`mypy-boto3-forecast` version is the same as related `boto3` version and
+follows [PEP 440](https://www.python.org/dev/peps/pep-0440/) format.
+
+<a id="thank-you"></a>
+
+## Thank you
+
+- [Allie Fitter](https://github.com/alliefitter) for
+  [boto3-type-annotations](https://pypi.org/project/boto3-type-annotations/),
+  this package is based on top of his work
+- [black](https://github.com/psf/black) developers for an awesome formatting
+  tool
+- [Timothy Edmund Crosley](https://github.com/timothycrosley) for
+  [isort](https://github.com/PyCQA/isort) and how flexible it is
+- [mypy](https://github.com/python/mypy) developers for doing all dirty work
+  for us
+- [pyright](https://github.com/microsoft/pyright) team for the new era of typed
+  Python
+
+<a id="documentation"></a>
+
+## Documentation
+
+All services type annotations can be found in
+[boto3 docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_forecast/)
+
+<a id="support-and-contributing"></a>
+
+## Support and contributing
+
+This package is auto-generated. Please reports any bugs or request new features
+in [mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder/issues/)
+repository.
+
+
+%package help
+Summary:	Development documents and examples for mypy-boto3-forecast
+Provides:	python3-mypy-boto3-forecast-doc
+%description help
+<a id="mypy-boto3-forecast"></a>
+
+# mypy-boto3-forecast
+
+[![PyPI - mypy-boto3-forecast](https://img.shields.io/pypi/v/mypy-boto3-forecast.svg?color=blue)](https://pypi.org/project/mypy-boto3-forecast)
+[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/mypy-boto3-forecast.svg?color=blue)](https://pypi.org/project/mypy-boto3-forecast)
+[![Docs](https://img.shields.io/readthedocs/mypy-boto3-builder.svg?color=blue)](https://mypy-boto3-builder.readthedocs.io/)
+[![PyPI - Downloads](https://img.shields.io/pypi/dm/mypy-boto3-forecast?color=blue)](https://pypistats.org/packages/mypy-boto3-forecast)
+
+![boto3.typed](https://github.com/youtype/mypy_boto3_builder/raw/main/logo.png)
+
+Type annotations for
+[boto3.ForecastService 1.26.62](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/forecast.html#ForecastService)
+service compatible with [VSCode](https://code.visualstudio.com/),
+[PyCharm](https://www.jetbrains.com/pycharm/),
+[Emacs](https://www.gnu.org/software/emacs/),
+[Sublime Text](https://www.sublimetext.com/),
+[mypy](https://github.com/python/mypy),
+[pyright](https://github.com/microsoft/pyright) and other tools.
+
+Generated by
+[mypy-boto3-builder 7.12.3](https://github.com/youtype/mypy_boto3_builder).
+
+More information can be found on
+[boto3-stubs](https://pypi.org/project/boto3-stubs/) page and in
+[mypy-boto3-forecast docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_forecast/).
+
+See how it helps to find and fix potential bugs:
+
+![boto3-stubs demo](https://github.com/youtype/mypy_boto3_builder/raw/main/demo.gif)
+
+- [mypy-boto3-forecast](#mypy-boto3-forecast)
+  - [How to install](#how-to-install)
+    - [VSCode extension](#vscode-extension)
+    - [From PyPI with pip](#from-pypi-with-pip)
+  - [How to uninstall](#how-to-uninstall)
+  - [Usage](#usage)
+    - [VSCode](#vscode)
+    - [PyCharm](#pycharm)
+    - [Emacs](#emacs)
+    - [Sublime Text](#sublime-text)
+    - [Other IDEs](#other-ides)
+    - [mypy](#mypy)
+    - [pyright](#pyright)
+  - [Explicit type annotations](#explicit-type-annotations)
+    - [Client annotations](#client-annotations)
+    - [Paginators annotations](#paginators-annotations)
+    - [Literals](#literals)
+    - [Typed dictionaries](#typed-dictionaries)
+  - [How it works](#how-it-works)
+  - [What's new](#what's-new)
+    - [Implemented features](#implemented-features)
+    - [Latest changes](#latest-changes)
+  - [Versioning](#versioning)
+  - [Thank you](#thank-you)
+  - [Documentation](#documentation)
+  - [Support and contributing](#support-and-contributing)
+
+<a id="how-to-install"></a>
+
+## How to install
+
+<a id="vscode-extension"></a>
+
+### VSCode extension
+
+Add
+[AWS Boto3](https://marketplace.visualstudio.com/items?itemName=Boto3typed.boto3-ide)
+extension to your VSCode and run `AWS boto3: Quick Start` command.
+
+Click `Modify` and select `boto3 common` and `ForecastService`.
+
+<a id="from-pypi-with-pip"></a>
+
+### From PyPI with pip
+
+Install `boto3-stubs` for `ForecastService` service.
+
+```bash
+# install with boto3 type annotations
+python -m pip install 'boto3-stubs[forecast]'
+
+
+# Lite version does not provide session.client/resource overloads
+# it is more RAM-friendly, but requires explicit type annotations
+python -m pip install 'boto3-stubs-lite[forecast]'
+
+
+# standalone installation
+python -m pip install mypy-boto3-forecast
+```
+
+<a id="how-to-uninstall"></a>
+
+## How to uninstall
+
+```bash
+python -m pip uninstall -y mypy-boto3-forecast
+```
+
+<a id="usage"></a>
+
+## Usage
+
+<a id="vscode"></a>
+
+### VSCode
+
+- Install
+  [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python)
+- Install
+  [Pylance extension](https://marketplace.visualstudio.com/items?itemName=ms-python.vscode-pylance)
+- Set `Pylance` as your Python Language Server
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+Both type checking and code completion should now work. No explicit type
+annotations required, write your `boto3` code as usual.
+
+<a id="pycharm"></a>
+
+### PyCharm
+
+Install `boto3-stubs-lite[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs-lite[forecast]'`
+```
+
+Both type checking and code completion should now work. Explicit type
+annotations **are required**.
+
+Use `boto3-stubs` package instead for implicit type discovery.
+
+<a id="emacs"></a>
+
+### Emacs
+
+- Install `boto3-stubs` with services you use in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+- Install [use-package](https://github.com/jwiegley/use-package),
+  [lsp](https://github.com/emacs-lsp/lsp-mode/),
+  [company](https://github.com/company-mode/company-mode) and
+  [flycheck](https://github.com/flycheck/flycheck) packages
+- Install [lsp-pyright](https://github.com/emacs-lsp/lsp-pyright) package
+
+```elisp
+(use-package lsp-pyright
+  :ensure t
+  :hook (python-mode . (lambda ()
+                          (require 'lsp-pyright)
+                          (lsp)))  ; or lsp-deferred
+  :init (when (executable-find "python3")
+          (setq lsp-pyright-python-executable-cmd "python3"))
+  )
+```
+
+- Make sure emacs uses the environment where you have installed `boto3-stubs`
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="sublime-text"></a>
+
+### Sublime Text
+
+- Install `boto3-stubs[forecast]` with services you use in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+- Install [LSP-pyright](https://github.com/sublimelsp/LSP-pyright) package
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="other-ides"></a>
+
+### Other IDEs
+
+Not tested, but as long as your IDE supports `mypy` or `pyright`, everything
+should work.
+
+<a id="mypy"></a>
+
+### mypy
+
+- Install `mypy`: `python -m pip install mypy`
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'`
+```
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="pyright"></a>
+
+### pyright
+
+- Install `pyright`: `npm i -g pyright`
+- Install `boto3-stubs[forecast]` in your environment:
+
+```bash
+python -m pip install 'boto3-stubs[forecast]'
+```
+
+Optionally, you can install `boto3-stubs` to `typings` folder.
+
+Type checking should now work. No explicit type annotations required, write
+your `boto3` code as usual.
+
+<a id="explicit-type-annotations"></a>
+
+## Explicit type annotations
+
+<a id="client-annotations"></a>
+
+### Client annotations
+
+`ForecastServiceClient` provides annotations for `boto3.client("forecast")`.
+
+```python
+from boto3.session import Session
+
+from mypy_boto3_forecast import ForecastServiceClient
+
+client: ForecastServiceClient = Session().client("forecast")
+
+# now client usage is checked by mypy and IDE should provide code completion
+```
+
+<a id="paginators-annotations"></a>
+
+### Paginators annotations
+
+`mypy_boto3_forecast.paginator` module contains type annotations for all
+paginators.
+
+```python
+from boto3.session import Session
+
+from mypy_boto3_forecast import ForecastServiceClient
+from mypy_boto3_forecast.paginator import (
+    ListDatasetGroupsPaginator,
+    ListDatasetImportJobsPaginator,
+    ListDatasetsPaginator,
+    ListExplainabilitiesPaginator,
+    ListExplainabilityExportsPaginator,
+    ListForecastExportJobsPaginator,
+    ListForecastsPaginator,
+    ListMonitorEvaluationsPaginator,
+    ListMonitorsPaginator,
+    ListPredictorBacktestExportJobsPaginator,
+    ListPredictorsPaginator,
+    ListWhatIfAnalysesPaginator,
+    ListWhatIfForecastExportsPaginator,
+    ListWhatIfForecastsPaginator,
+)
+
+client: ForecastServiceClient = Session().client("forecast")
+
+# Explicit type annotations are optional here
+# Types should be correctly discovered by mypy and IDEs
+list_dataset_groups_paginator: ListDatasetGroupsPaginator = client.get_paginator(
+    "list_dataset_groups"
+)
+list_dataset_import_jobs_paginator: ListDatasetImportJobsPaginator = client.get_paginator(
+    "list_dataset_import_jobs"
+)
+list_datasets_paginator: ListDatasetsPaginator = client.get_paginator("list_datasets")
+list_explainabilities_paginator: ListExplainabilitiesPaginator = client.get_paginator(
+    "list_explainabilities"
+)
+list_explainability_exports_paginator: ListExplainabilityExportsPaginator = client.get_paginator(
+    "list_explainability_exports"
+)
+list_forecast_export_jobs_paginator: ListForecastExportJobsPaginator = client.get_paginator(
+    "list_forecast_export_jobs"
+)
+list_forecasts_paginator: ListForecastsPaginator = client.get_paginator("list_forecasts")
+list_monitor_evaluations_paginator: ListMonitorEvaluationsPaginator = client.get_paginator(
+    "list_monitor_evaluations"
+)
+list_monitors_paginator: ListMonitorsPaginator = client.get_paginator("list_monitors")
+list_predictor_backtest_export_jobs_paginator: ListPredictorBacktestExportJobsPaginator = (
+    client.get_paginator("list_predictor_backtest_export_jobs")
+)
+list_predictors_paginator: ListPredictorsPaginator = client.get_paginator("list_predictors")
+list_what_if_analyses_paginator: ListWhatIfAnalysesPaginator = client.get_paginator(
+    "list_what_if_analyses"
+)
+list_what_if_forecast_exports_paginator: ListWhatIfForecastExportsPaginator = client.get_paginator(
+    "list_what_if_forecast_exports"
+)
+list_what_if_forecasts_paginator: ListWhatIfForecastsPaginator = client.get_paginator(
+    "list_what_if_forecasts"
+)
+```
+
+<a id="literals"></a>
+
+### Literals
+
+`mypy_boto3_forecast.literals` module contains literals extracted from shapes
+that can be used in user code for type checking.
+
+```python
+from mypy_boto3_forecast.literals import (
+    AttributeTypeType,
+    AutoMLOverrideStrategyType,
+    ConditionType,
+    DatasetTypeType,
+    DayOfWeekType,
+    DomainType,
+    EvaluationTypeType,
+    FeaturizationMethodNameType,
+    FilterConditionStringType,
+    ImportModeType,
+    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,
+)
+
+
+def check_value(value: AttributeTypeType) -> bool:
+    ...
+```
+
+<a id="typed-dictionaries"></a>
+
+### Typed dictionaries
+
+`mypy_boto3_forecast.type_defs` module contains structures and shapes assembled
+to typed dictionaries for additional type checking.
+
+```python
+from mypy_boto3_forecast.type_defs import (
+    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,
+)
+
+
+def get_structure() -> ActionTypeDef:
+    return {...}
+```
+
+<a id="how-it-works"></a>
+
+## How it works
+
+Fully automated
+[mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder) carefully
+generates type annotations for each service, patiently waiting for `boto3`
+updates. It delivers a drop-in type annotations for you and makes sure that:
+
+- All available `boto3` services are covered.
+- Each public class and method of every `boto3` service gets valid type
+  annotations extracted from the documentation (blame `botocore` docs if types
+  are incorrect).
+- Type annotations include up-to-date documentation.
+- Link to documentation is provided for every method.
+- Code is processed by [black](https://github.com/psf/black) and
+  [isort](https://github.com/PyCQA/isort) for readability.
+
+<a id="what's-new"></a>
+
+## What's new
+
+<a id="implemented-features"></a>
+
+### Implemented features
+
+- Fully type annotated `boto3`, `botocore` and `aiobotocore` libraries
+- `mypy`, `pyright`, `VSCode`, `PyCharm`, `Sublime Text` and `Emacs`
+  compatibility
+- `Client`, `ServiceResource`, `Resource`, `Waiter` `Paginator` type
+  annotations for each service
+- Generated `TypeDefs` for each service
+- Generated `Literals` for each service
+- Auto discovery of types for `boto3.client` and `boto3.session` calls
+- Auto discovery of types for `session.client` and `session.session` calls
+- Auto discovery of types for `client.get_waiter` and `client.get_paginator`
+  calls
+- Auto discovery of types for `ServiceResource` and `Resource` collections
+- Auto discovery of types for `aiobotocore.Session.create_client` calls
+
+<a id="latest-changes"></a>
+
+### Latest changes
+
+Builder changelog can be found in
+[Releases](https://github.com/youtype/mypy_boto3_builder/releases).
+
+<a id="versioning"></a>
+
+## Versioning
+
+`mypy-boto3-forecast` version is the same as related `boto3` version and
+follows [PEP 440](https://www.python.org/dev/peps/pep-0440/) format.
+
+<a id="thank-you"></a>
+
+## Thank you
+
+- [Allie Fitter](https://github.com/alliefitter) for
+  [boto3-type-annotations](https://pypi.org/project/boto3-type-annotations/),
+  this package is based on top of his work
+- [black](https://github.com/psf/black) developers for an awesome formatting
+  tool
+- [Timothy Edmund Crosley](https://github.com/timothycrosley) for
+  [isort](https://github.com/PyCQA/isort) and how flexible it is
+- [mypy](https://github.com/python/mypy) developers for doing all dirty work
+  for us
+- [pyright](https://github.com/microsoft/pyright) team for the new era of typed
+  Python
+
+<a id="documentation"></a>
+
+## Documentation
+
+All services type annotations can be found in
+[boto3 docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_forecast/)
+
+<a id="support-and-contributing"></a>
+
+## Support and contributing
+
+This package is auto-generated. Please reports any bugs or request new features
+in [mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder/issues/)
+repository.
+
+
+%prep
+%autosetup -n mypy-boto3-forecast-1.26.62
+
+%build
+%py3_build
+
+%install
+%py3_install
+install -d -m755 %{buildroot}/%{_pkgdocdir}
+if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi
+if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi
+if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi
+if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi
+pushd %{buildroot}
+if [ -d usr/lib ]; then
+	find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/lib64 ]; then
+	find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/bin ]; then
+	find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/sbin ]; then
+	find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+touch doclist.lst
+if [ -d usr/share/man ]; then
+	find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst
+fi
+popd
+mv %{buildroot}/filelist.lst .
+mv %{buildroot}/doclist.lst .
+
+%files -n python3-mypy-boto3-forecast -f filelist.lst
+%dir %{python3_sitelib}/*
+
+%files help -f doclist.lst
+%{_docdir}/*
+
+%changelog
+* Tue Apr 11 2023 Python_Bot <Python_Bot@openeuler.org> - 1.26.62-1
+- Package Spec generated
diff --git a/sources b/sources
new file mode 100644
index 0000000..3a37866
--- /dev/null
+++ b/sources
@@ -0,0 +1 @@
+29b493e17d8ce1ca0bdfe7178b3e392b  mypy-boto3-forecast-1.26.62.tar.gz