Metadata-Version: 2.1
Name: mypy-boto3-forecast
Version: 1.26.0
Summary: Type annotations for boto3.ForecastService 1.26.0 service generated with mypy-boto3-builder 7.11.10
Home-page: https://github.com/youtype/mypy_boto3_builder
Author: Vlad Emelianov
Author-email: vlad.emelianov.nz@gmail.com
License: MIT License
Project-URL: Documentation, https://youtype.github.io/boto3_stubs_docs/mypy_boto3_forecast/
Project-URL: Source, https://github.com/youtype/mypy_boto3_builder
Project-URL: Tracker, https://github.com/youtype/mypy_boto3_builder/issues
Keywords: boto3 forecast type-annotations boto3-stubs mypy typeshed autocomplete
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Environment :: Console
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Typing :: Typed
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE

<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 1.26.0](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 7.11.10](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,
    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.
