Metadata-Version: 2.1
Name: boto3-stubs
Version: 1.12.47.0
Summary: Type annotations for boto3 1.12.47, generated by mypy-boto3-buider 1.0.7
Home-page: https://github.com/vemel/mypy_boto3_builder
Author: Vlad Emelianov
Author-email: vlad.emelianov.nz@gmail.com
License: MIT License
Project-URL: Documentation, https://mypy-boto3-builder.readthedocs.io/en/latest/
Project-URL: Source, https://github.com/vemel/mypy_boto3_builder
Project-URL: Tracker, https://github.com/vemel/mypy_boto3_builder/issues
Description: # boto3-stubs
        
        [![PyPI - boto3-stubs](https://img.shields.io/pypi/v/boto3-stubs.svg?color=blue)](https://pypi.org/project/boto3-stubs)
        [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/boto3-stubs.svg?color=blue)](https://pypi.org/project/boto3-stubs)
        [![Docs](https://img.shields.io/readthedocs/mypy-boto3-builder.svg?color=blue)](https://mypy-boto3-builder.readthedocs.io/)
        
        Type annotations for
        [boto3 1.12.47](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/index.html)
        compatible with [mypy](https://github.com/python/mypy), [VSCode](https://code.visualstudio.com/),
        [PyCharm](https://www.jetbrains.com/pycharm/) and other tools.
        
        Generated by [mypy-boto3-buider 1.0.7](https://github.com/vemel/mypy_boto3_builder).
        
        - [boto3-stubs](#boto3-stubs)
          - [Installation](#installation)
            - [Basic](#basic)
            - [Build services index manually](#build-services-index-manually)
            - [How to uninstall](#how-to-uninstall)
          - [Usage](#usage)
            - [Basic](#basic-1)
            - [Setup your IDE](#setup-your-ide)
            - [VSCode](#vscode)
            - [PyCharm](#pycharm)
            - [Other IDEs](#other-ides)
            - [Explicit type annotations](#explicit-type-annotations)
            - [Pylint compatibility](#pylint-compatibility)
          - [How it works](#how-it-works)
          - [What's new](#whats-new)
            - [Implemented features](#implemented-features)
            - [Latest changes](#latest-changes)
            - [Versioning](#versioning)
          - [Thank you](#thank-you)
          - [Submodules](#submodules)
        
        ## Installation
        
        ### Basic
        
        Make sure you have [mypy](https://github.com/python/mypy) installed and activated in your IDE.
        
        Install `boto3-stubs`, to add type annotations for `boto3` package.
        
        ```bash
        # install type annotations just for boto3
        python -m pip install boto3-stubs
        
        # install `boto3` type annotations
        # for ec2, s3, rds, lambda, sqs, dynamo and cloudformation
        # Consumes ~7 MB of space
        python -m pip install 'boto3-stubs[essential]'
        
        # or install annotations for services you use
        python -m pip install 'boto3-stubs[acm,apigateway]'
        ```
        
        Use `boto3` with `mypy_boto3` in your project and enjoy type checking.
        
        ```python
        import boto3
        
        from mypy_boto3 import dynamodb
        
        # Enjoy auto-complete from now
        client: dynamodb.DynamoDBClient = boto3.client("dynamodb")
        
        # argument hints and correct return type is provided by boto3-stubs
        client.query("my_table")
        ```
        
        ### Build services index manually
        
        This package generates a few source files depending on services that you installed.
        Generation is done by a post-install script, so as long as you use `pip`, `pipfile`
        or `poetry` everything should be done automatically.
        
        However, if you use any other way or notice that services stubs do not work,
        you can build services index manually.
        
        ```bash
        # Use this command when you add or remove service packages
        python -m mypy_boto3
        ```
        
        If you generate `requirements.txt` from `Pipfile.lock`,  you also should build
        index manually because package installation order is not the same.
        
        ```bash
        # Add boto3-stubs with services
        pipenv install 'boto3-stubs[s3,ec2]'
        
        # Generate requirements.txt file
        pipenv lock --requirements > requirements.txt
        
        ...
        
        # Install pacakges to your new environment
        pip intall requirements.txt
        
        # Generate index
        python -m mypy_boto3
        ```
        
        ### How to uninstall
        
        Some files are generated by service post-install scripts, so `pip` does not fully remove packages.
        To properly uninstall `boto3-stubs`, use these commands:
        
        ```bash
        # remove generated files and cache
        python -m mypy_boto3 --clean
        
        # remove boto3-stubs
        python -m pip uninstall -y boto3-stubs
        
        # remove mypy-boto3 and submodules
        python -m pip freeze | grep mypy-boto3 | xargs python -m pip uninstall -y
        ```
        
        Alternatively you can just remove `mypy_boto3` folder from `site-packages` after uninstall.
        
        ```bash
        rm -r `python -m site --user-site`/mypy_boto3
        ```
        
        ## Usage
        
        ### Basic
        
        - Install [mypy](https://github.com/python/mypy) and optionally enable it in your IDE
        - Install [boto3](https://github.com/boto/boto3)
        - VSCode: Use explicit types for `boto3.client`, `boto3.session.client`,
          `client.get_waiter` and `client.get_paginator` calls to enjoy code auto-complete and
          correct type hints
        
        ```python
        import boto3
        
        from mypy_boto3 import s3
        
        # you need explicit type annotatins only if your IDE do not support
        # function overloads (e.g. VSCode). For PyCharm anf mypy you do not need
        # to set types explicitly
        client: s3.S3Client = boto3.client("s3")
        
        # IDE autocomplete suggests function name and arguments here
        client.create_bucket(Bucket="bucket")
        
        # (mypy) error: Missing positional argument "Key" in call to "get_object" of "S3Client"
        client.get_object(Bucket="bucket")
        
        # (mypy) error: Argument "Key" to "get_object" of "S3Client" has incompatible type "None"; expected "str"
        client.get_object(Bucket="bucket", Key=None)
        
        resource: s3.S3ServiceResource = boto3.Session(region_name="us-west-1").resource("s3")
        
        # IDE autocomplete suggests function name and arguments here
        bucket = resource.Bucket("bucket")
        
        # (mypy) error: Unexpected keyword argument "key" for "upload_file" of "Bucket"; did you mean "Key"?
        bucket.upload_file(Filename="my.txt", key="my-txt")
        
        # waiters and paginators are annotated as well
        waiter: s3.BucketExistsWaiter = client.get_waiter("bucket_exists")
        paginator: s3.ListMultipartUploadsPaginator = client.get_paginator(
            "list_multipart_uploads"
        )
        ```
        
        ### Setup your IDE
        
        ### VSCode
        
        - Install [Official Python extension](https://github.com/microsoft/vscode-python)
        - Install [mypy](https://github.com/python/mypy)
        - Activate `mypy` checking in settings: `"python.linting.mypyEnabled": true`
        - Install `boto3-stubs` with `boto3` services you use
        - Use [explicit type annotations](#explicit-type-annotations) because
          function overload [is not fully supported](https://github.com/microsoft/python-language-server/issues/1648)
          in `Python` extension.
        
        ### PyCharm
        
        - Install [mypy plugin](https://plugins.jetbrains.com/plugin/11086-mypy/)
        - Install [mypy](https://github.com/python/mypy)
        - Set path to `mypy` in `mypy plugin` settings
        - Install `boto3-stubs` with `boto3` services you use
        - Use [explicit type annotations](#explicit-type-annotations) for
          `session.client` and `session.resource` calls
        
        Official `mypy` plugin does not work for some reason for me. If you know
        how to setup it correctly, please hep me to update this section.
        
        ### Other IDEs
        
        - Install [mypy](https://github.com/python/mypy)
        - Set path to `mypy` in `mypy plugin` settings
        - Install `boto3-stubs` with `boto3` services you use
        
        You need [explicit type annotations](#explicit-type-annotations) for code
        auto-complete, but `mypy` works even without them.
        
        ### Explicit type annotations
        
        Automatic type discovery is too stressful for PyCharm and does not work in VSCode.
        So implicit type annotations support has been removed as it is not useful.
        
        To get full advantage of `boto3-stubs`, you can set types explicitly.
        
        ```python
        import boto3
        
        from mypy_boto3 import ec2
        
        # covered by boto3-stubs, no explicit type required
        session = boto3.session.Session(region_name="us-west-1")
        
        # by default it is Any, but we explicitly set it to EC2Client
        # to make method auto-complete work
        ec2_client: ec2.EC2Client = boto3.client("ec2", region_name="us-west-1")
        
        # same for resource
        ec2_resource: ec2.EC2ServiceResource = session.resource("ec2")
        
        # PyCharm does not need explicit type annotations here, but VSCode does
        bundle_task_complete_waiter: ec2.BundleTaskCompleteWaiter = ec2_client.get_waiter("bundle_task_complete")
        describe_volumes_paginator: ec2.DescribeVolumesPaginator = ec2_client.get_paginator("describe_volumes")
        
        # ec2_client, ec2_resource, bundle_task_complete_waiter and describe_volumes_paginator
        # now have correct type so IDE autocomplete for methods, arguments and return types
        # works as expected. You do not need to specify types explicitly further
        ```
        
        ### Pylint compatibility
        
        It is totally safe to use `TYPE_CHECKING` flag in order to avoid `boto3-stubs`
        dependency in production.
        However, there is an issue in `pylint` that it complains about undefined
        variables. To fix it, set all types to `object` in non-`TYPE_CHECKING` mode.
        
        ```python
        import boto3
        from typing import TYPE_CHECKING
        
        if TYPE_CHECKING:
            from mypy_boto3.ec2 import EC2Client, EC2ServiceResource
            from mypy_boto3.ec2.waiters import BundleTaskCompleteWaiter
            from mypy_boto3.ec2.paginators import DescribeVolumesPaginator
        else:
            EC2Client = object
            EC2ServiceResource = object
            BundleTaskCompleteWaiter = object
            DescribeVolumesPaginator = object
        
        ...
        ```
        
        ## How it works
        
        Fully automated [mypy-boto3-builder](https://github.com/vemel/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) for readability.
        
        ## What's new
        
        ### Implemented features
        
        - `mypy`, `VSCode` and `PyCharm` compatibility
        - Fully type annotated `boto3` library
        - `Client` type annotations for each service
        - `ServiceResource` type annotations for each service
        - `Resource` type annotations for each service
        - `Waiter` type annotations for each service
        - `Paginator` type annotations for each service
        - Generated `TypeDefs` 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
        - CLI for managing installed submodules
        
        ### Latest changes
        
        Builder changelog can be found in [Releases](https://github.com/vemel/mypy_boto3_builder/releases).
        
        ### Versioning
        
        `boto3-stubs` uses format `<boto3_version>.<build>`, e.g. for `boto3 1.10.40`,
        `boto3-stubs` versions are is `1.10.40.0` and `1.10.40.1`.
        
        ## Thank you
        
        - Guys behind [boto3-type-annotations](https://pypi.org/project/boto3-type-annotations/),
          this package is based on top of their work
        - [black](https://github.com/psf/black) developers for awesome formatting tool
        - [mypy](https://github.com/python/mypy) for doing all dirty work for us
        
        ## Submodules
        
        - `boto3-stubs[essential]` - Type annotations for [CloudFormation](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudformation.html#CloudFormation), [DynamoDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/dynamodb.html#DynamoDB), [EC2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ec2.html#EC2), [Lambda](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/lambda.html#Lambda), [RDS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/rds.html#RDS), [S3](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/s3.html#S3) and [SQS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sqs.html#SQS) services.
        - `boto3-stubs[accessanalyzer]` - Type annotations for [AccessAnalyzer](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/accessanalyzer.html#AccessAnalyzer) service.
        - `boto3-stubs[acm]` - Type annotations for [ACM](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/acm.html#ACM) service.
        - `boto3-stubs[acm-pca]` - Type annotations for [ACMPCA](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/acm-pca.html#ACMPCA) service.
        - `boto3-stubs[alexaforbusiness]` - Type annotations for [AlexaForBusiness](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/alexaforbusiness.html#AlexaForBusiness) service.
        - `boto3-stubs[amplify]` - Type annotations for [Amplify](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/amplify.html#Amplify) service.
        - `boto3-stubs[apigateway]` - Type annotations for [APIGateway](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/apigateway.html#APIGateway) service.
        - `boto3-stubs[apigatewaymanagementapi]` - Type annotations for [ApiGatewayManagementApi](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/apigatewaymanagementapi.html#ApiGatewayManagementApi) service.
        - `boto3-stubs[apigatewayv2]` - Type annotations for [ApiGatewayV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/apigatewayv2.html#ApiGatewayV2) service.
        - `boto3-stubs[appconfig]` - Type annotations for [AppConfig](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/appconfig.html#AppConfig) service.
        - `boto3-stubs[application-autoscaling]` - Type annotations for [ApplicationAutoScaling](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/application-autoscaling.html#ApplicationAutoScaling) service.
        - `boto3-stubs[application-insights]` - Type annotations for [ApplicationInsights](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/application-insights.html#ApplicationInsights) service.
        - `boto3-stubs[appmesh]` - Type annotations for [AppMesh](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/appmesh.html#AppMesh) service.
        - `boto3-stubs[appstream]` - Type annotations for [AppStream](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/appstream.html#AppStream) service.
        - `boto3-stubs[appsync]` - Type annotations for [AppSync](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/appsync.html#AppSync) service.
        - `boto3-stubs[athena]` - Type annotations for [Athena](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/athena.html#Athena) service.
        - `boto3-stubs[autoscaling]` - Type annotations for [AutoScaling](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/autoscaling.html#AutoScaling) service.
        - `boto3-stubs[autoscaling-plans]` - Type annotations for [AutoScalingPlans](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/autoscaling-plans.html#AutoScalingPlans) service.
        - `boto3-stubs[backup]` - Type annotations for [Backup](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/backup.html#Backup) service.
        - `boto3-stubs[batch]` - Type annotations for [Batch](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/batch.html#Batch) service.
        - `boto3-stubs[budgets]` - Type annotations for [Budgets](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/budgets.html#Budgets) service.
        - `boto3-stubs[ce]` - Type annotations for [CostExplorer](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ce.html#CostExplorer) service.
        - `boto3-stubs[chime]` - Type annotations for [Chime](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/chime.html#Chime) service.
        - `boto3-stubs[cloud9]` - Type annotations for [Cloud9](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloud9.html#Cloud9) service.
        - `boto3-stubs[clouddirectory]` - Type annotations for [CloudDirectory](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/clouddirectory.html#CloudDirectory) service.
        - `boto3-stubs[cloudformation]` - Type annotations for [CloudFormation](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudformation.html#CloudFormation) service.
        - `boto3-stubs[cloudfront]` - Type annotations for [CloudFront](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudfront.html#CloudFront) service.
        - `boto3-stubs[cloudhsm]` - Type annotations for [CloudHSM](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudhsm.html#CloudHSM) service.
        - `boto3-stubs[cloudhsmv2]` - Type annotations for [CloudHSMV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudhsmv2.html#CloudHSMV2) service.
        - `boto3-stubs[cloudsearch]` - Type annotations for [CloudSearch](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudsearch.html#CloudSearch) service.
        - `boto3-stubs[cloudsearchdomain]` - Type annotations for [CloudSearchDomain](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudsearchdomain.html#CloudSearchDomain) service.
        - `boto3-stubs[cloudtrail]` - Type annotations for [CloudTrail](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudtrail.html#CloudTrail) service.
        - `boto3-stubs[cloudwatch]` - Type annotations for [CloudWatch](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cloudwatch.html#CloudWatch) service.
        - `boto3-stubs[codebuild]` - Type annotations for [CodeBuild](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codebuild.html#CodeBuild) service.
        - `boto3-stubs[codecommit]` - Type annotations for [CodeCommit](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codecommit.html#CodeCommit) service.
        - `boto3-stubs[codedeploy]` - Type annotations for [CodeDeploy](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codedeploy.html#CodeDeploy) service.
        - `boto3-stubs[codeguru-reviewer]` - Type annotations for [CodeGuruReviewer](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codeguru-reviewer.html#CodeGuruReviewer) service.
        - `boto3-stubs[codeguruprofiler]` - Type annotations for [CodeGuruProfiler](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codeguruprofiler.html#CodeGuruProfiler) service.
        - `boto3-stubs[codepipeline]` - Type annotations for [CodePipeline](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codepipeline.html#CodePipeline) service.
        - `boto3-stubs[codestar]` - Type annotations for [CodeStar](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codestar.html#CodeStar) service.
        - `boto3-stubs[codestar-connections]` - Type annotations for [CodeStarconnections](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codestar-connections.html#CodeStarconnections) service.
        - `boto3-stubs[codestar-notifications]` - Type annotations for [CodeStarNotifications](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/codestar-notifications.html#CodeStarNotifications) service.
        - `boto3-stubs[cognito-identity]` - Type annotations for [CognitoIdentity](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cognito-identity.html#CognitoIdentity) service.
        - `boto3-stubs[cognito-idp]` - Type annotations for [CognitoIdentityProvider](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cognito-idp.html#CognitoIdentityProvider) service.
        - `boto3-stubs[cognito-sync]` - Type annotations for [CognitoSync](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cognito-sync.html#CognitoSync) service.
        - `boto3-stubs[comprehend]` - Type annotations for [Comprehend](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/comprehend.html#Comprehend) service.
        - `boto3-stubs[comprehendmedical]` - Type annotations for [ComprehendMedical](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/comprehendmedical.html#ComprehendMedical) service.
        - `boto3-stubs[compute-optimizer]` - Type annotations for [ComputeOptimizer](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/compute-optimizer.html#ComputeOptimizer) service.
        - `boto3-stubs[config]` - Type annotations for [ConfigService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/config.html#ConfigService) service.
        - `boto3-stubs[connect]` - Type annotations for [Connect](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/connect.html#Connect) service.
        - `boto3-stubs[connectparticipant]` - Type annotations for [ConnectParticipant](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/connectparticipant.html#ConnectParticipant) service.
        - `boto3-stubs[cur]` - Type annotations for [CostandUsageReportService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/cur.html#CostandUsageReportService) service.
        - `boto3-stubs[dataexchange]` - Type annotations for [DataExchange](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/dataexchange.html#DataExchange) service.
        - `boto3-stubs[datapipeline]` - Type annotations for [DataPipeline](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/datapipeline.html#DataPipeline) service.
        - `boto3-stubs[datasync]` - Type annotations for [DataSync](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/datasync.html#DataSync) service.
        - `boto3-stubs[dax]` - Type annotations for [DAX](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/dax.html#DAX) service.
        - `boto3-stubs[detective]` - Type annotations for [Detective](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/detective.html#Detective) service.
        - `boto3-stubs[devicefarm]` - Type annotations for [DeviceFarm](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/devicefarm.html#DeviceFarm) service.
        - `boto3-stubs[directconnect]` - Type annotations for [DirectConnect](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/directconnect.html#DirectConnect) service.
        - `boto3-stubs[discovery]` - Type annotations for [ApplicationDiscoveryService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/discovery.html#ApplicationDiscoveryService) service.
        - `boto3-stubs[dlm]` - Type annotations for [DLM](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/dlm.html#DLM) service.
        - `boto3-stubs[dms]` - Type annotations for [DatabaseMigrationService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/dms.html#DatabaseMigrationService) service.
        - `boto3-stubs[docdb]` - Type annotations for [DocDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/docdb.html#DocDB) service.
        - `boto3-stubs[ds]` - Type annotations for [DirectoryService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ds.html#DirectoryService) service.
        - `boto3-stubs[dynamodb]` - Type annotations for [DynamoDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/dynamodb.html#DynamoDB) service.
        - `boto3-stubs[dynamodbstreams]` - Type annotations for [DynamoDBStreams](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/dynamodbstreams.html#DynamoDBStreams) service.
        - `boto3-stubs[ebs]` - Type annotations for [EBS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ebs.html#EBS) service.
        - `boto3-stubs[ec2]` - Type annotations for [EC2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ec2.html#EC2) service.
        - `boto3-stubs[ec2-instance-connect]` - Type annotations for [EC2InstanceConnect](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ec2-instance-connect.html#EC2InstanceConnect) service.
        - `boto3-stubs[ecr]` - Type annotations for [ECR](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ecr.html#ECR) service.
        - `boto3-stubs[ecs]` - Type annotations for [ECS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ecs.html#ECS) service.
        - `boto3-stubs[efs]` - Type annotations for [EFS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/efs.html#EFS) service.
        - `boto3-stubs[eks]` - Type annotations for [EKS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/eks.html#EKS) service.
        - `boto3-stubs[elastic-inference]` - Type annotations for [ElasticInference](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/elastic-inference.html#ElasticInference) service.
        - `boto3-stubs[elasticache]` - Type annotations for [ElastiCache](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/elasticache.html#ElastiCache) service.
        - `boto3-stubs[elasticbeanstalk]` - Type annotations for [ElasticBeanstalk](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/elasticbeanstalk.html#ElasticBeanstalk) service.
        - `boto3-stubs[elastictranscoder]` - Type annotations for [ElasticTranscoder](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/elastictranscoder.html#ElasticTranscoder) service.
        - `boto3-stubs[elb]` - Type annotations for [ElasticLoadBalancing](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/elb.html#ElasticLoadBalancing) service.
        - `boto3-stubs[elbv2]` - Type annotations for [ElasticLoadBalancingv2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/elbv2.html#ElasticLoadBalancingv2) service.
        - `boto3-stubs[emr]` - Type annotations for [EMR](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/emr.html#EMR) service.
        - `boto3-stubs[es]` - Type annotations for [ElasticsearchService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/es.html#ElasticsearchService) service.
        - `boto3-stubs[events]` - Type annotations for [EventBridge](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/events.html#EventBridge) service.
        - `boto3-stubs[firehose]` - Type annotations for [Firehose](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/firehose.html#Firehose) service.
        - `boto3-stubs[fms]` - Type annotations for [FMS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/fms.html#FMS) service.
        - `boto3-stubs[forecast]` - Type annotations for [ForecastService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/forecast.html#ForecastService) service.
        - `boto3-stubs[forecastquery]` - Type annotations for [ForecastQueryService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/forecastquery.html#ForecastQueryService) service.
        - `boto3-stubs[frauddetector]` - Type annotations for [FraudDetector](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/frauddetector.html#FraudDetector) service.
        - `boto3-stubs[fsx]` - Type annotations for [FSx](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/fsx.html#FSx) service.
        - `boto3-stubs[gamelift]` - Type annotations for [GameLift](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/gamelift.html#GameLift) service.
        - `boto3-stubs[glacier]` - Type annotations for [Glacier](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/glacier.html#Glacier) service.
        - `boto3-stubs[globalaccelerator]` - Type annotations for [GlobalAccelerator](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/globalaccelerator.html#GlobalAccelerator) service.
        - `boto3-stubs[glue]` - Type annotations for [Glue](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/glue.html#Glue) service.
        - `boto3-stubs[greengrass]` - Type annotations for [Greengrass](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/greengrass.html#Greengrass) service.
        - `boto3-stubs[groundstation]` - Type annotations for [GroundStation](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/groundstation.html#GroundStation) service.
        - `boto3-stubs[guardduty]` - Type annotations for [GuardDuty](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/guardduty.html#GuardDuty) service.
        - `boto3-stubs[health]` - Type annotations for [Health](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/health.html#Health) service.
        - `boto3-stubs[iam]` - Type annotations for [IAM](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iam.html#IAM) service.
        - `boto3-stubs[imagebuilder]` - Type annotations for [Imagebuilder](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/imagebuilder.html#Imagebuilder) service.
        - `boto3-stubs[importexport]` - Type annotations for [ImportExport](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/importexport.html#ImportExport) service.
        - `boto3-stubs[inspector]` - Type annotations for [Inspector](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/inspector.html#Inspector) service.
        - `boto3-stubs[iot]` - Type annotations for [IoT](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iot.html#IoT) service.
        - `boto3-stubs[iot-data]` - Type annotations for [IoTDataPlane](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iot-data.html#IoTDataPlane) service.
        - `boto3-stubs[iot-jobs-data]` - Type annotations for [IoTJobsDataPlane](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iot-jobs-data.html#IoTJobsDataPlane) service.
        - `boto3-stubs[iot1click-devices]` - Type annotations for [IoT1ClickDevicesService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iot1click-devices.html#IoT1ClickDevicesService) service.
        - `boto3-stubs[iot1click-projects]` - Type annotations for [IoT1ClickProjects](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iot1click-projects.html#IoT1ClickProjects) service.
        - `boto3-stubs[iotanalytics]` - Type annotations for [IoTAnalytics](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iotanalytics.html#IoTAnalytics) service.
        - `boto3-stubs[iotevents]` - Type annotations for [IoTEvents](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iotevents.html#IoTEvents) service.
        - `boto3-stubs[iotevents-data]` - Type annotations for [IoTEventsData](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iotevents-data.html#IoTEventsData) service.
        - `boto3-stubs[iotsecuretunneling]` - Type annotations for [IoTSecureTunneling](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iotsecuretunneling.html#IoTSecureTunneling) service.
        - `boto3-stubs[iotthingsgraph]` - Type annotations for [IoTThingsGraph](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/iotthingsgraph.html#IoTThingsGraph) service.
        - `boto3-stubs[kafka]` - Type annotations for [Kafka](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kafka.html#Kafka) service.
        - `boto3-stubs[kendra]` - Type annotations for [Kendra](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kendra.html#Kendra) service.
        - `boto3-stubs[kinesis]` - Type annotations for [Kinesis](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kinesis.html#Kinesis) service.
        - `boto3-stubs[kinesis-video-archived-media]` - Type annotations for [KinesisVideoArchivedMedia](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kinesis-video-archived-media.html#KinesisVideoArchivedMedia) service.
        - `boto3-stubs[kinesis-video-media]` - Type annotations for [KinesisVideoMedia](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kinesis-video-media.html#KinesisVideoMedia) service.
        - `boto3-stubs[kinesis-video-signaling]` - Type annotations for [KinesisVideoSignalingChannels](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kinesis-video-signaling.html#KinesisVideoSignalingChannels) service.
        - `boto3-stubs[kinesisanalytics]` - Type annotations for [KinesisAnalytics](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kinesisanalytics.html#KinesisAnalytics) service.
        - `boto3-stubs[kinesisanalyticsv2]` - Type annotations for [KinesisAnalyticsV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kinesisanalyticsv2.html#KinesisAnalyticsV2) service.
        - `boto3-stubs[kinesisvideo]` - Type annotations for [KinesisVideo](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kinesisvideo.html#KinesisVideo) service.
        - `boto3-stubs[kms]` - Type annotations for [KMS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/kms.html#KMS) service.
        - `boto3-stubs[lakeformation]` - Type annotations for [LakeFormation](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/lakeformation.html#LakeFormation) service.
        - `boto3-stubs[lambda]` - Type annotations for [Lambda](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/lambda.html#Lambda) service.
        - `boto3-stubs[lex-models]` - Type annotations for [LexModelBuildingService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/lex-models.html#LexModelBuildingService) service.
        - `boto3-stubs[lex-runtime]` - Type annotations for [LexRuntimeService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/lex-runtime.html#LexRuntimeService) service.
        - `boto3-stubs[license-manager]` - Type annotations for [LicenseManager](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/license-manager.html#LicenseManager) service.
        - `boto3-stubs[lightsail]` - Type annotations for [Lightsail](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/lightsail.html#Lightsail) service.
        - `boto3-stubs[logs]` - Type annotations for [CloudWatchLogs](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/logs.html#CloudWatchLogs) service.
        - `boto3-stubs[machinelearning]` - Type annotations for [MachineLearning](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/machinelearning.html#MachineLearning) service.
        - `boto3-stubs[macie]` - Type annotations for [Macie](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/macie.html#Macie) service.
        - `boto3-stubs[managedblockchain]` - Type annotations for [ManagedBlockchain](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/managedblockchain.html#ManagedBlockchain) service.
        - `boto3-stubs[marketplace-catalog]` - Type annotations for [MarketplaceCatalog](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/marketplace-catalog.html#MarketplaceCatalog) service.
        - `boto3-stubs[marketplace-entitlement]` - Type annotations for [MarketplaceEntitlementService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/marketplace-entitlement.html#MarketplaceEntitlementService) service.
        - `boto3-stubs[marketplacecommerceanalytics]` - Type annotations for [MarketplaceCommerceAnalytics](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/marketplacecommerceanalytics.html#MarketplaceCommerceAnalytics) service.
        - `boto3-stubs[mediaconnect]` - Type annotations for [MediaConnect](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mediaconnect.html#MediaConnect) service.
        - `boto3-stubs[mediaconvert]` - Type annotations for [MediaConvert](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mediaconvert.html#MediaConvert) service.
        - `boto3-stubs[medialive]` - Type annotations for [MediaLive](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/medialive.html#MediaLive) service.
        - `boto3-stubs[mediapackage]` - Type annotations for [MediaPackage](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mediapackage.html#MediaPackage) service.
        - `boto3-stubs[mediapackage-vod]` - Type annotations for [MediaPackageVod](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mediapackage-vod.html#MediaPackageVod) service.
        - `boto3-stubs[mediastore]` - Type annotations for [MediaStore](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mediastore.html#MediaStore) service.
        - `boto3-stubs[mediastore-data]` - Type annotations for [MediaStoreData](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mediastore-data.html#MediaStoreData) service.
        - `boto3-stubs[mediatailor]` - Type annotations for [MediaTailor](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mediatailor.html#MediaTailor) service.
        - `boto3-stubs[meteringmarketplace]` - Type annotations for [MarketplaceMetering](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/meteringmarketplace.html#MarketplaceMetering) service.
        - `boto3-stubs[mgh]` - Type annotations for [MigrationHub](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mgh.html#MigrationHub) service.
        - `boto3-stubs[migrationhub-config]` - Type annotations for [MigrationHubConfig](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/migrationhub-config.html#MigrationHubConfig) service.
        - `boto3-stubs[mobile]` - Type annotations for [Mobile](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mobile.html#Mobile) service.
        - `boto3-stubs[mq]` - Type annotations for [MQ](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mq.html#MQ) service.
        - `boto3-stubs[mturk]` - Type annotations for [MTurk](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/mturk.html#MTurk) service.
        - `boto3-stubs[neptune]` - Type annotations for [Neptune](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/neptune.html#Neptune) service.
        - `boto3-stubs[networkmanager]` - Type annotations for [NetworkManager](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/networkmanager.html#NetworkManager) service.
        - `boto3-stubs[opsworks]` - Type annotations for [OpsWorks](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/opsworks.html#OpsWorks) service.
        - `boto3-stubs[opsworkscm]` - Type annotations for [OpsWorksCM](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/opsworkscm.html#OpsWorksCM) service.
        - `boto3-stubs[organizations]` - Type annotations for [Organizations](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/organizations.html#Organizations) service.
        - `boto3-stubs[outposts]` - Type annotations for [Outposts](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/outposts.html#Outposts) service.
        - `boto3-stubs[personalize]` - Type annotations for [Personalize](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/personalize.html#Personalize) service.
        - `boto3-stubs[personalize-events]` - Type annotations for [PersonalizeEvents](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/personalize-events.html#PersonalizeEvents) service.
        - `boto3-stubs[personalize-runtime]` - Type annotations for [PersonalizeRuntime](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/personalize-runtime.html#PersonalizeRuntime) service.
        - `boto3-stubs[pi]` - Type annotations for [PI](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/pi.html#PI) service.
        - `boto3-stubs[pinpoint]` - Type annotations for [Pinpoint](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/pinpoint.html#Pinpoint) service.
        - `boto3-stubs[pinpoint-email]` - Type annotations for [PinpointEmail](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/pinpoint-email.html#PinpointEmail) service.
        - `boto3-stubs[pinpoint-sms-voice]` - Type annotations for [PinpointSMSVoice](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/pinpoint-sms-voice.html#PinpointSMSVoice) service.
        - `boto3-stubs[polly]` - Type annotations for [Polly](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/polly.html#Polly) service.
        - `boto3-stubs[pricing]` - Type annotations for [Pricing](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/pricing.html#Pricing) service.
        - `boto3-stubs[qldb]` - Type annotations for [QLDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/qldb.html#QLDB) service.
        - `boto3-stubs[qldb-session]` - Type annotations for [QLDBSession](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/qldb-session.html#QLDBSession) service.
        - `boto3-stubs[quicksight]` - Type annotations for [QuickSight](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/quicksight.html#QuickSight) service.
        - `boto3-stubs[ram]` - Type annotations for [RAM](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ram.html#RAM) service.
        - `boto3-stubs[rds]` - Type annotations for [RDS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/rds.html#RDS) service.
        - `boto3-stubs[rds-data]` - Type annotations for [RDSDataService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/rds-data.html#RDSDataService) service.
        - `boto3-stubs[redshift]` - Type annotations for [Redshift](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/redshift.html#Redshift) service.
        - `boto3-stubs[rekognition]` - Type annotations for [Rekognition](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/rekognition.html#Rekognition) service.
        - `boto3-stubs[resource-groups]` - Type annotations for [ResourceGroups](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/resource-groups.html#ResourceGroups) service.
        - `boto3-stubs[resourcegroupstaggingapi]` - Type annotations for [ResourceGroupsTaggingAPI](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/resourcegroupstaggingapi.html#ResourceGroupsTaggingAPI) service.
        - `boto3-stubs[robomaker]` - Type annotations for [RoboMaker](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/robomaker.html#RoboMaker) service.
        - `boto3-stubs[route53]` - Type annotations for [Route53](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/route53.html#Route53) service.
        - `boto3-stubs[route53domains]` - Type annotations for [Route53Domains](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/route53domains.html#Route53Domains) service.
        - `boto3-stubs[route53resolver]` - Type annotations for [Route53Resolver](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/route53resolver.html#Route53Resolver) service.
        - `boto3-stubs[s3]` - Type annotations for [S3](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/s3.html#S3) service.
        - `boto3-stubs[s3control]` - Type annotations for [S3Control](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/s3control.html#S3Control) service.
        - `boto3-stubs[sagemaker]` - Type annotations for [SageMaker](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sagemaker.html#SageMaker) service.
        - `boto3-stubs[sagemaker-a2i-runtime]` - Type annotations for [AugmentedAIRuntime](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sagemaker-a2i-runtime.html#AugmentedAIRuntime) service.
        - `boto3-stubs[sagemaker-runtime]` - Type annotations for [SageMakerRuntime](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sagemaker-runtime.html#SageMakerRuntime) service.
        - `boto3-stubs[savingsplans]` - Type annotations for [SavingsPlans](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/savingsplans.html#SavingsPlans) service.
        - `boto3-stubs[schemas]` - Type annotations for [Schemas](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/schemas.html#Schemas) service.
        - `boto3-stubs[sdb]` - Type annotations for [SimpleDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sdb.html#SimpleDB) service.
        - `boto3-stubs[secretsmanager]` - Type annotations for [SecretsManager](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/secretsmanager.html#SecretsManager) service.
        - `boto3-stubs[securityhub]` - Type annotations for [SecurityHub](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/securityhub.html#SecurityHub) service.
        - `boto3-stubs[serverlessrepo]` - Type annotations for [ServerlessApplicationRepository](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/serverlessrepo.html#ServerlessApplicationRepository) service.
        - `boto3-stubs[service-quotas]` - Type annotations for [ServiceQuotas](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/service-quotas.html#ServiceQuotas) service.
        - `boto3-stubs[servicecatalog]` - Type annotations for [ServiceCatalog](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/servicecatalog.html#ServiceCatalog) service.
        - `boto3-stubs[servicediscovery]` - Type annotations for [ServiceDiscovery](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/servicediscovery.html#ServiceDiscovery) service.
        - `boto3-stubs[ses]` - Type annotations for [SES](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ses.html#SES) service.
        - `boto3-stubs[sesv2]` - Type annotations for [SESV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sesv2.html#SESV2) service.
        - `boto3-stubs[shield]` - Type annotations for [Shield](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/shield.html#Shield) service.
        - `boto3-stubs[signer]` - Type annotations for [Signer](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/signer.html#Signer) service.
        - `boto3-stubs[sms]` - Type annotations for [SMS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sms.html#SMS) service.
        - `boto3-stubs[sms-voice]` - Type annotations for [SMSVoice](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sms-voice.html#SMSVoice) service.
        - `boto3-stubs[snowball]` - Type annotations for [Snowball](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/snowball.html#Snowball) service.
        - `boto3-stubs[sns]` - Type annotations for [SNS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sns.html#SNS) service.
        - `boto3-stubs[sqs]` - Type annotations for [SQS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sqs.html#SQS) service.
        - `boto3-stubs[ssm]` - Type annotations for [SSM](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/ssm.html#SSM) service.
        - `boto3-stubs[sso]` - Type annotations for [SSO](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sso.html#SSO) service.
        - `boto3-stubs[sso-oidc]` - Type annotations for [SSOOIDC](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sso-oidc.html#SSOOIDC) service.
        - `boto3-stubs[stepfunctions]` - Type annotations for [SFN](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/stepfunctions.html#SFN) service.
        - `boto3-stubs[storagegateway]` - Type annotations for [StorageGateway](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/storagegateway.html#StorageGateway) service.
        - `boto3-stubs[sts]` - Type annotations for [STS](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/sts.html#STS) service.
        - `boto3-stubs[support]` - Type annotations for [Support](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/support.html#Support) service.
        - `boto3-stubs[swf]` - Type annotations for [SWF](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/swf.html#SWF) service.
        - `boto3-stubs[textract]` - Type annotations for [Textract](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/textract.html#Textract) service.
        - `boto3-stubs[transcribe]` - Type annotations for [TranscribeService](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/transcribe.html#TranscribeService) service.
        - `boto3-stubs[transfer]` - Type annotations for [Transfer](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/transfer.html#Transfer) service.
        - `boto3-stubs[translate]` - Type annotations for [Translate](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/translate.html#Translate) service.
        - `boto3-stubs[waf]` - Type annotations for [WAF](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/waf.html#WAF) service.
        - `boto3-stubs[waf-regional]` - Type annotations for [WAFRegional](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/waf-regional.html#WAFRegional) service.
        - `boto3-stubs[wafv2]` - Type annotations for [WAFV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/wafv2.html#WAFV2) service.
        - `boto3-stubs[workdocs]` - Type annotations for [WorkDocs](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/workdocs.html#WorkDocs) service.
        - `boto3-stubs[worklink]` - Type annotations for [WorkLink](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/worklink.html#WorkLink) service.
        - `boto3-stubs[workmail]` - Type annotations for [WorkMail](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/workmail.html#WorkMail) service.
        - `boto3-stubs[workmailmessageflow]` - Type annotations for [WorkMailMessageFlow](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/workmailmessageflow.html#WorkMailMessageFlow) service.
        - `boto3-stubs[workspaces]` - Type annotations for [WorkSpaces](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/workspaces.html#WorkSpaces) service.
        - `boto3-stubs[xray]` - Type annotations for [XRay](https://boto3.amazonaws.com/v1/documentation/api/1.12.47/reference/services/xray.html#XRay) service.
        
Keywords: boto3 type-annotations boto3-stubs mypy mypy-stubs typeshed autocomplete auto-generated
Platform: UNKNOWN
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 :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Typing :: Typed
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Provides-Extra: importexport
Provides-Extra: elasticache
Provides-Extra: datapipeline
Provides-Extra: pinpoint-sms-voice
Provides-Extra: ebs
Provides-Extra: comprehendmedical
Provides-Extra: textract
Provides-Extra: sms
Provides-Extra: ssm
Provides-Extra: backup
Provides-Extra: sns
Provides-Extra: redshift
Provides-Extra: personalize-runtime
Provides-Extra: servicediscovery
Provides-Extra: meteringmarketplace
Provides-Extra: securityhub
Provides-Extra: mgh
Provides-Extra: shield
Provides-Extra: chime
Provides-Extra: ram
Provides-Extra: cloudfront
Provides-Extra: clouddirectory
Provides-Extra: sagemaker-runtime
Provides-Extra: networkmanager
Provides-Extra: mq
Provides-Extra: eks
Provides-Extra: kinesisanalyticsv2
Provides-Extra: cur
Provides-Extra: frauddetector
Provides-Extra: ses
Provides-Extra: datasync
Provides-Extra: emr
Provides-Extra: kafka
Provides-Extra: codepipeline
Provides-Extra: storagegateway
Provides-Extra: personalize
Provides-Extra: cloudwatch
Provides-Extra: cloudtrail
Provides-Extra: application-autoscaling
Provides-Extra: comprehend
Provides-Extra: elbv2
Provides-Extra: schemas
Provides-Extra: codedeploy
Provides-Extra: sagemaker-a2i-runtime
Provides-Extra: stepfunctions
Provides-Extra: codestar-notifications
Provides-Extra: dynamodb
Provides-Extra: kinesis-video-signaling
Provides-Extra: iotevents
Provides-Extra: macie
Provides-Extra: organizations
Provides-Extra: license-manager
Provides-Extra: sqs
Provides-Extra: essential
Provides-Extra: mediapackage
Provides-Extra: directconnect
Provides-Extra: guardduty
Provides-Extra: iot
Provides-Extra: mediaconnect
Provides-Extra: qldb
Provides-Extra: resource-groups
Provides-Extra: quicksight
Provides-Extra: lakeformation
Provides-Extra: cloudsearchdomain
Provides-Extra: dlm
Provides-Extra: ecs
Provides-Extra: route53resolver
Provides-Extra: mediapackage-vod
Provides-Extra: fms
Provides-Extra: mediatailor
Provides-Extra: codeguruprofiler
Provides-Extra: detective
Provides-Extra: elastic-inference
Provides-Extra: compute-optimizer
Provides-Extra: glacier
Provides-Extra: iot-data
Provides-Extra: pi
Provides-Extra: glue
Provides-Extra: cloudhsmv2
Provides-Extra: greengrass
Provides-Extra: cloudsearch
Provides-Extra: codestar-connections
Provides-Extra: batch
Provides-Extra: cognito-identity
Provides-Extra: globalaccelerator
Provides-Extra: lex-runtime
Provides-Extra: kinesis-video-archived-media
Provides-Extra: forecast
Provides-Extra: dataexchange
Provides-Extra: appstream
Provides-Extra: budgets
Provides-Extra: inspector
Provides-Extra: dax
Provides-Extra: workmail
Provides-Extra: apigatewaymanagementapi
Provides-Extra: wafv2
Provides-Extra: mediastore
Provides-Extra: kinesis-video-media
Provides-Extra: workspaces
Provides-Extra: cloudformation
Provides-Extra: ce
Provides-Extra: acm-pca
Provides-Extra: neptune
Provides-Extra: workmailmessageflow
Provides-Extra: appmesh
Provides-Extra: codeguru-reviewer
Provides-Extra: gamelift
Provides-Extra: kms
Provides-Extra: translate
Provides-Extra: medialive
Provides-Extra: opsworkscm
Provides-Extra: cloudhsm
Provides-Extra: qldb-session
Provides-Extra: rds
Provides-Extra: imagebuilder
Provides-Extra: iam
Provides-Extra: cognito-idp
Provides-Extra: lex-models
Provides-Extra: marketplace-entitlement
Provides-Extra: s3control
Provides-Extra: devicefarm
Provides-Extra: servicecatalog
Provides-Extra: alexaforbusiness
Provides-Extra: ec2-instance-connect
Provides-Extra: sso-oidc
Provides-Extra: workdocs
Provides-Extra: waf-regional
Provides-Extra: cloud9
Provides-Extra: ec2
Provides-Extra: efs
Provides-Extra: kinesis
Provides-Extra: discovery
Provides-Extra: sagemaker
Provides-Extra: autoscaling
Provides-Extra: swf
Provides-Extra: amplify
Provides-Extra: ecr
Provides-Extra: lightsail
Provides-Extra: kinesisanalytics
Provides-Extra: outposts
Provides-Extra: savingsplans
Provides-Extra: apigateway
Provides-Extra: codestar
Provides-Extra: machinelearning
Provides-Extra: personalize-events
Provides-Extra: snowball
Provides-Extra: elb
Provides-Extra: resourcegroupstaggingapi
Provides-Extra: autoscaling-plans
Provides-Extra: codecommit
Provides-Extra: athena
Provides-Extra: pinpoint-email
Provides-Extra: mturk
Provides-Extra: kinesisvideo
Provides-Extra: mediaconvert
Provides-Extra: events
Provides-Extra: worklink
Provides-Extra: marketplacecommerceanalytics
Provides-Extra: firehose
Provides-Extra: iotanalytics
Provides-Extra: iotsecuretunneling
Provides-Extra: lambda
Provides-Extra: iotthingsgraph
Provides-Extra: es
Provides-Extra: appsync
Provides-Extra: forecastquery
Provides-Extra: sso
Provides-Extra: opsworks
Provides-Extra: mediastore-data
Provides-Extra: rds-data
Provides-Extra: waf
Provides-Extra: iot1click-projects
Provides-Extra: migrationhub-config
Provides-Extra: docdb
Provides-Extra: serverlessrepo
Provides-Extra: transfer
Provides-Extra: application-insights
Provides-Extra: fsx
Provides-Extra: acm
Provides-Extra: polly
Provides-Extra: sms-voice
Provides-Extra: xray
Provides-Extra: elasticbeanstalk
Provides-Extra: dms
Provides-Extra: apigatewayv2
Provides-Extra: cognito-sync
Provides-Extra: codebuild
Provides-Extra: groundstation
Provides-Extra: route53domains
Provides-Extra: sesv2
Provides-Extra: kendra
Provides-Extra: health
Provides-Extra: marketplace-catalog
Provides-Extra: pinpoint
Provides-Extra: pricing
Provides-Extra: signer
Provides-Extra: connect
Provides-Extra: config
Provides-Extra: dynamodbstreams
Provides-Extra: support
Provides-Extra: appconfig
Provides-Extra: iotevents-data
Provides-Extra: logs
Provides-Extra: rekognition
Provides-Extra: iot-jobs-data
Provides-Extra: s3
Provides-Extra: elastictranscoder
Provides-Extra: sdb
Provides-Extra: route53
Provides-Extra: sts
Provides-Extra: connectparticipant
Provides-Extra: iot1click-devices
Provides-Extra: accessanalyzer
Provides-Extra: managedblockchain
Provides-Extra: transcribe
Provides-Extra: mobile
Provides-Extra: ds
Provides-Extra: secretsmanager
Provides-Extra: service-quotas
Provides-Extra: robomaker
