Metadata-Version: 2.1
Name: boto3-stubs
Version: 1.12.28.1
Summary: Type annotations for boto3 1.12.28, generated by mypy-boto3-buider 1.0.6
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 1.12.28](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/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 1.0.6](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/1.12.28/reference/services/cloudformation.html#CloudFormation), [DynamoDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/dynamodb.html#DynamoDB), [EC2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ec2.html#EC2), [Lambda](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/lambda.html#Lambda), [RDS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/rds.html#RDS), [S3](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/s3.html#S3) and [SQS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sqs.html#SQS) services.
        - `boto3-stubs[accessanalyzer]` - Type annotations for [AccessAnalyzer](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/accessanalyzer.html#AccessAnalyzer) service.
        - `boto3-stubs[acm]` - Type annotations for [ACM](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/acm.html#ACM) service.
        - `boto3-stubs[acm-pca]` - Type annotations for [ACMPCA](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/acm-pca.html#ACMPCA) service.
        - `boto3-stubs[alexaforbusiness]` - Type annotations for [AlexaForBusiness](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/alexaforbusiness.html#AlexaForBusiness) service.
        - `boto3-stubs[amplify]` - Type annotations for [Amplify](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/amplify.html#Amplify) service.
        - `boto3-stubs[apigateway]` - Type annotations for [APIGateway](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/apigateway.html#APIGateway) service.
        - `boto3-stubs[apigatewaymanagementapi]` - Type annotations for [ApiGatewayManagementApi](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/apigatewaymanagementapi.html#ApiGatewayManagementApi) service.
        - `boto3-stubs[apigatewayv2]` - Type annotations for [ApiGatewayV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/apigatewayv2.html#ApiGatewayV2) service.
        - `boto3-stubs[appconfig]` - Type annotations for [AppConfig](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/appconfig.html#AppConfig) service.
        - `boto3-stubs[application-autoscaling]` - Type annotations for [ApplicationAutoScaling](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/application-autoscaling.html#ApplicationAutoScaling) service.
        - `boto3-stubs[application-insights]` - Type annotations for [ApplicationInsights](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/application-insights.html#ApplicationInsights) service.
        - `boto3-stubs[appmesh]` - Type annotations for [AppMesh](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/appmesh.html#AppMesh) service.
        - `boto3-stubs[appstream]` - Type annotations for [AppStream](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/appstream.html#AppStream) service.
        - `boto3-stubs[appsync]` - Type annotations for [AppSync](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/appsync.html#AppSync) service.
        - `boto3-stubs[athena]` - Type annotations for [Athena](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/athena.html#Athena) service.
        - `boto3-stubs[autoscaling]` - Type annotations for [AutoScaling](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/autoscaling.html#AutoScaling) service.
        - `boto3-stubs[autoscaling-plans]` - Type annotations for [AutoScalingPlans](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/autoscaling-plans.html#AutoScalingPlans) service.
        - `boto3-stubs[backup]` - Type annotations for [Backup](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/backup.html#Backup) service.
        - `boto3-stubs[batch]` - Type annotations for [Batch](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/batch.html#Batch) service.
        - `boto3-stubs[budgets]` - Type annotations for [Budgets](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/budgets.html#Budgets) service.
        - `boto3-stubs[ce]` - Type annotations for [CostExplorer](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ce.html#CostExplorer) service.
        - `boto3-stubs[chime]` - Type annotations for [Chime](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/chime.html#Chime) service.
        - `boto3-stubs[cloud9]` - Type annotations for [Cloud9](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloud9.html#Cloud9) service.
        - `boto3-stubs[clouddirectory]` - Type annotations for [CloudDirectory](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/clouddirectory.html#CloudDirectory) service.
        - `boto3-stubs[cloudformation]` - Type annotations for [CloudFormation](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudformation.html#CloudFormation) service.
        - `boto3-stubs[cloudfront]` - Type annotations for [CloudFront](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudfront.html#CloudFront) service.
        - `boto3-stubs[cloudhsm]` - Type annotations for [CloudHSM](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudhsm.html#CloudHSM) service.
        - `boto3-stubs[cloudhsmv2]` - Type annotations for [CloudHSMV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudhsmv2.html#CloudHSMV2) service.
        - `boto3-stubs[cloudsearch]` - Type annotations for [CloudSearch](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudsearch.html#CloudSearch) service.
        - `boto3-stubs[cloudsearchdomain]` - Type annotations for [CloudSearchDomain](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudsearchdomain.html#CloudSearchDomain) service.
        - `boto3-stubs[cloudtrail]` - Type annotations for [CloudTrail](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudtrail.html#CloudTrail) service.
        - `boto3-stubs[cloudwatch]` - Type annotations for [CloudWatch](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cloudwatch.html#CloudWatch) service.
        - `boto3-stubs[codebuild]` - Type annotations for [CodeBuild](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codebuild.html#CodeBuild) service.
        - `boto3-stubs[codecommit]` - Type annotations for [CodeCommit](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codecommit.html#CodeCommit) service.
        - `boto3-stubs[codedeploy]` - Type annotations for [CodeDeploy](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codedeploy.html#CodeDeploy) service.
        - `boto3-stubs[codeguru-reviewer]` - Type annotations for [CodeGuruReviewer](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codeguru-reviewer.html#CodeGuruReviewer) service.
        - `boto3-stubs[codeguruprofiler]` - Type annotations for [CodeGuruProfiler](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codeguruprofiler.html#CodeGuruProfiler) service.
        - `boto3-stubs[codepipeline]` - Type annotations for [CodePipeline](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codepipeline.html#CodePipeline) service.
        - `boto3-stubs[codestar]` - Type annotations for [CodeStar](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codestar.html#CodeStar) service.
        - `boto3-stubs[codestar-connections]` - Type annotations for [CodeStarconnections](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codestar-connections.html#CodeStarconnections) service.
        - `boto3-stubs[codestar-notifications]` - Type annotations for [CodeStarNotifications](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/codestar-notifications.html#CodeStarNotifications) service.
        - `boto3-stubs[cognito-identity]` - Type annotations for [CognitoIdentity](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cognito-identity.html#CognitoIdentity) service.
        - `boto3-stubs[cognito-idp]` - Type annotations for [CognitoIdentityProvider](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cognito-idp.html#CognitoIdentityProvider) service.
        - `boto3-stubs[cognito-sync]` - Type annotations for [CognitoSync](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cognito-sync.html#CognitoSync) service.
        - `boto3-stubs[comprehend]` - Type annotations for [Comprehend](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/comprehend.html#Comprehend) service.
        - `boto3-stubs[comprehendmedical]` - Type annotations for [ComprehendMedical](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/comprehendmedical.html#ComprehendMedical) service.
        - `boto3-stubs[compute-optimizer]` - Type annotations for [ComputeOptimizer](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/compute-optimizer.html#ComputeOptimizer) service.
        - `boto3-stubs[config]` - Type annotations for [ConfigService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/config.html#ConfigService) service.
        - `boto3-stubs[connect]` - Type annotations for [Connect](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/connect.html#Connect) service.
        - `boto3-stubs[connectparticipant]` - Type annotations for [ConnectParticipant](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/connectparticipant.html#ConnectParticipant) service.
        - `boto3-stubs[cur]` - Type annotations for [CostandUsageReportService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/cur.html#CostandUsageReportService) service.
        - `boto3-stubs[dataexchange]` - Type annotations for [DataExchange](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/dataexchange.html#DataExchange) service.
        - `boto3-stubs[datapipeline]` - Type annotations for [DataPipeline](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/datapipeline.html#DataPipeline) service.
        - `boto3-stubs[datasync]` - Type annotations for [DataSync](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/datasync.html#DataSync) service.
        - `boto3-stubs[dax]` - Type annotations for [DAX](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/dax.html#DAX) service.
        - `boto3-stubs[detective]` - Type annotations for [Detective](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/detective.html#Detective) service.
        - `boto3-stubs[devicefarm]` - Type annotations for [DeviceFarm](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/devicefarm.html#DeviceFarm) service.
        - `boto3-stubs[directconnect]` - Type annotations for [DirectConnect](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/directconnect.html#DirectConnect) service.
        - `boto3-stubs[discovery]` - Type annotations for [ApplicationDiscoveryService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/discovery.html#ApplicationDiscoveryService) service.
        - `boto3-stubs[dlm]` - Type annotations for [DLM](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/dlm.html#DLM) service.
        - `boto3-stubs[dms]` - Type annotations for [DatabaseMigrationService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/dms.html#DatabaseMigrationService) service.
        - `boto3-stubs[docdb]` - Type annotations for [DocDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/docdb.html#DocDB) service.
        - `boto3-stubs[ds]` - Type annotations for [DirectoryService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ds.html#DirectoryService) service.
        - `boto3-stubs[dynamodb]` - Type annotations for [DynamoDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/dynamodb.html#DynamoDB) service.
        - `boto3-stubs[dynamodbstreams]` - Type annotations for [DynamoDBStreams](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/dynamodbstreams.html#DynamoDBStreams) service.
        - `boto3-stubs[ebs]` - Type annotations for [EBS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ebs.html#EBS) service.
        - `boto3-stubs[ec2]` - Type annotations for [EC2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ec2.html#EC2) service.
        - `boto3-stubs[ec2-instance-connect]` - Type annotations for [EC2InstanceConnect](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ec2-instance-connect.html#EC2InstanceConnect) service.
        - `boto3-stubs[ecr]` - Type annotations for [ECR](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ecr.html#ECR) service.
        - `boto3-stubs[ecs]` - Type annotations for [ECS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ecs.html#ECS) service.
        - `boto3-stubs[efs]` - Type annotations for [EFS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/efs.html#EFS) service.
        - `boto3-stubs[eks]` - Type annotations for [EKS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/eks.html#EKS) service.
        - `boto3-stubs[elastic-inference]` - Type annotations for [ElasticInference](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/elastic-inference.html#ElasticInference) service.
        - `boto3-stubs[elasticache]` - Type annotations for [ElastiCache](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/elasticache.html#ElastiCache) service.
        - `boto3-stubs[elasticbeanstalk]` - Type annotations for [ElasticBeanstalk](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/elasticbeanstalk.html#ElasticBeanstalk) service.
        - `boto3-stubs[elastictranscoder]` - Type annotations for [ElasticTranscoder](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/elastictranscoder.html#ElasticTranscoder) service.
        - `boto3-stubs[elb]` - Type annotations for [ElasticLoadBalancing](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/elb.html#ElasticLoadBalancing) service.
        - `boto3-stubs[elbv2]` - Type annotations for [ElasticLoadBalancingv2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/elbv2.html#ElasticLoadBalancingv2) service.
        - `boto3-stubs[emr]` - Type annotations for [EMR](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/emr.html#EMR) service.
        - `boto3-stubs[es]` - Type annotations for [ElasticsearchService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/es.html#ElasticsearchService) service.
        - `boto3-stubs[events]` - Type annotations for [EventBridge](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/events.html#EventBridge) service.
        - `boto3-stubs[firehose]` - Type annotations for [Firehose](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/firehose.html#Firehose) service.
        - `boto3-stubs[fms]` - Type annotations for [FMS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/fms.html#FMS) service.
        - `boto3-stubs[forecast]` - Type annotations for [ForecastService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/forecast.html#ForecastService) service.
        - `boto3-stubs[forecastquery]` - Type annotations for [ForecastQueryService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/forecastquery.html#ForecastQueryService) service.
        - `boto3-stubs[frauddetector]` - Type annotations for [FraudDetector](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/frauddetector.html#FraudDetector) service.
        - `boto3-stubs[fsx]` - Type annotations for [FSx](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/fsx.html#FSx) service.
        - `boto3-stubs[gamelift]` - Type annotations for [GameLift](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/gamelift.html#GameLift) service.
        - `boto3-stubs[glacier]` - Type annotations for [Glacier](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/glacier.html#Glacier) service.
        - `boto3-stubs[globalaccelerator]` - Type annotations for [GlobalAccelerator](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/globalaccelerator.html#GlobalAccelerator) service.
        - `boto3-stubs[glue]` - Type annotations for [Glue](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/glue.html#Glue) service.
        - `boto3-stubs[greengrass]` - Type annotations for [Greengrass](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/greengrass.html#Greengrass) service.
        - `boto3-stubs[groundstation]` - Type annotations for [GroundStation](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/groundstation.html#GroundStation) service.
        - `boto3-stubs[guardduty]` - Type annotations for [GuardDuty](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/guardduty.html#GuardDuty) service.
        - `boto3-stubs[health]` - Type annotations for [Health](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/health.html#Health) service.
        - `boto3-stubs[iam]` - Type annotations for [IAM](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iam.html#IAM) service.
        - `boto3-stubs[imagebuilder]` - Type annotations for [Imagebuilder](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/imagebuilder.html#Imagebuilder) service.
        - `boto3-stubs[importexport]` - Type annotations for [ImportExport](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/importexport.html#ImportExport) service.
        - `boto3-stubs[inspector]` - Type annotations for [Inspector](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/inspector.html#Inspector) service.
        - `boto3-stubs[iot]` - Type annotations for [IoT](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iot.html#IoT) service.
        - `boto3-stubs[iot-data]` - Type annotations for [IoTDataPlane](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iot-data.html#IoTDataPlane) service.
        - `boto3-stubs[iot-jobs-data]` - Type annotations for [IoTJobsDataPlane](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iot-jobs-data.html#IoTJobsDataPlane) service.
        - `boto3-stubs[iot1click-devices]` - Type annotations for [IoT1ClickDevicesService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iot1click-devices.html#IoT1ClickDevicesService) service.
        - `boto3-stubs[iot1click-projects]` - Type annotations for [IoT1ClickProjects](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iot1click-projects.html#IoT1ClickProjects) service.
        - `boto3-stubs[iotanalytics]` - Type annotations for [IoTAnalytics](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iotanalytics.html#IoTAnalytics) service.
        - `boto3-stubs[iotevents]` - Type annotations for [IoTEvents](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iotevents.html#IoTEvents) service.
        - `boto3-stubs[iotevents-data]` - Type annotations for [IoTEventsData](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iotevents-data.html#IoTEventsData) service.
        - `boto3-stubs[iotsecuretunneling]` - Type annotations for [IoTSecureTunneling](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iotsecuretunneling.html#IoTSecureTunneling) service.
        - `boto3-stubs[iotthingsgraph]` - Type annotations for [IoTThingsGraph](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/iotthingsgraph.html#IoTThingsGraph) service.
        - `boto3-stubs[kafka]` - Type annotations for [Kafka](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kafka.html#Kafka) service.
        - `boto3-stubs[kendra]` - Type annotations for [Kendra](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kendra.html#Kendra) service.
        - `boto3-stubs[kinesis]` - Type annotations for [Kinesis](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kinesis.html#Kinesis) service.
        - `boto3-stubs[kinesis-video-archived-media]` - Type annotations for [KinesisVideoArchivedMedia](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/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/1.12.28/reference/services/kinesis-video-media.html#KinesisVideoMedia) service.
        - `boto3-stubs[kinesis-video-signaling]` - Type annotations for [KinesisVideoSignalingChannels](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kinesis-video-signaling.html#KinesisVideoSignalingChannels) service.
        - `boto3-stubs[kinesisanalytics]` - Type annotations for [KinesisAnalytics](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kinesisanalytics.html#KinesisAnalytics) service.
        - `boto3-stubs[kinesisanalyticsv2]` - Type annotations for [KinesisAnalyticsV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kinesisanalyticsv2.html#KinesisAnalyticsV2) service.
        - `boto3-stubs[kinesisvideo]` - Type annotations for [KinesisVideo](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kinesisvideo.html#KinesisVideo) service.
        - `boto3-stubs[kms]` - Type annotations for [KMS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/kms.html#KMS) service.
        - `boto3-stubs[lakeformation]` - Type annotations for [LakeFormation](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/lakeformation.html#LakeFormation) service.
        - `boto3-stubs[lambda]` - Type annotations for [Lambda](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/lambda.html#Lambda) service.
        - `boto3-stubs[lex-models]` - Type annotations for [LexModelBuildingService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/lex-models.html#LexModelBuildingService) service.
        - `boto3-stubs[lex-runtime]` - Type annotations for [LexRuntimeService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/lex-runtime.html#LexRuntimeService) service.
        - `boto3-stubs[license-manager]` - Type annotations for [LicenseManager](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/license-manager.html#LicenseManager) service.
        - `boto3-stubs[lightsail]` - Type annotations for [Lightsail](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/lightsail.html#Lightsail) service.
        - `boto3-stubs[logs]` - Type annotations for [CloudWatchLogs](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/logs.html#CloudWatchLogs) service.
        - `boto3-stubs[machinelearning]` - Type annotations for [MachineLearning](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/machinelearning.html#MachineLearning) service.
        - `boto3-stubs[macie]` - Type annotations for [Macie](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/macie.html#Macie) service.
        - `boto3-stubs[managedblockchain]` - Type annotations for [ManagedBlockchain](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/managedblockchain.html#ManagedBlockchain) service.
        - `boto3-stubs[marketplace-catalog]` - Type annotations for [MarketplaceCatalog](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/marketplace-catalog.html#MarketplaceCatalog) service.
        - `boto3-stubs[marketplace-entitlement]` - Type annotations for [MarketplaceEntitlementService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/marketplace-entitlement.html#MarketplaceEntitlementService) service.
        - `boto3-stubs[marketplacecommerceanalytics]` - Type annotations for [MarketplaceCommerceAnalytics](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/marketplacecommerceanalytics.html#MarketplaceCommerceAnalytics) service.
        - `boto3-stubs[mediaconnect]` - Type annotations for [MediaConnect](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mediaconnect.html#MediaConnect) service.
        - `boto3-stubs[mediaconvert]` - Type annotations for [MediaConvert](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mediaconvert.html#MediaConvert) service.
        - `boto3-stubs[medialive]` - Type annotations for [MediaLive](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/medialive.html#MediaLive) service.
        - `boto3-stubs[mediapackage]` - Type annotations for [MediaPackage](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mediapackage.html#MediaPackage) service.
        - `boto3-stubs[mediapackage-vod]` - Type annotations for [MediaPackageVod](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mediapackage-vod.html#MediaPackageVod) service.
        - `boto3-stubs[mediastore]` - Type annotations for [MediaStore](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mediastore.html#MediaStore) service.
        - `boto3-stubs[mediastore-data]` - Type annotations for [MediaStoreData](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mediastore-data.html#MediaStoreData) service.
        - `boto3-stubs[mediatailor]` - Type annotations for [MediaTailor](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mediatailor.html#MediaTailor) service.
        - `boto3-stubs[meteringmarketplace]` - Type annotations for [MarketplaceMetering](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/meteringmarketplace.html#MarketplaceMetering) service.
        - `boto3-stubs[mgh]` - Type annotations for [MigrationHub](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mgh.html#MigrationHub) service.
        - `boto3-stubs[migrationhub-config]` - Type annotations for [MigrationHubConfig](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/migrationhub-config.html#MigrationHubConfig) service.
        - `boto3-stubs[mobile]` - Type annotations for [Mobile](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mobile.html#Mobile) service.
        - `boto3-stubs[mq]` - Type annotations for [MQ](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mq.html#MQ) service.
        - `boto3-stubs[mturk]` - Type annotations for [MTurk](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/mturk.html#MTurk) service.
        - `boto3-stubs[neptune]` - Type annotations for [Neptune](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/neptune.html#Neptune) service.
        - `boto3-stubs[networkmanager]` - Type annotations for [NetworkManager](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/networkmanager.html#NetworkManager) service.
        - `boto3-stubs[opsworks]` - Type annotations for [OpsWorks](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/opsworks.html#OpsWorks) service.
        - `boto3-stubs[opsworkscm]` - Type annotations for [OpsWorksCM](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/opsworkscm.html#OpsWorksCM) service.
        - `boto3-stubs[organizations]` - Type annotations for [Organizations](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/organizations.html#Organizations) service.
        - `boto3-stubs[outposts]` - Type annotations for [Outposts](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/outposts.html#Outposts) service.
        - `boto3-stubs[personalize]` - Type annotations for [Personalize](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/personalize.html#Personalize) service.
        - `boto3-stubs[personalize-events]` - Type annotations for [PersonalizeEvents](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/personalize-events.html#PersonalizeEvents) service.
        - `boto3-stubs[personalize-runtime]` - Type annotations for [PersonalizeRuntime](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/personalize-runtime.html#PersonalizeRuntime) service.
        - `boto3-stubs[pi]` - Type annotations for [PI](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/pi.html#PI) service.
        - `boto3-stubs[pinpoint]` - Type annotations for [Pinpoint](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/pinpoint.html#Pinpoint) service.
        - `boto3-stubs[pinpoint-email]` - Type annotations for [PinpointEmail](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/pinpoint-email.html#PinpointEmail) service.
        - `boto3-stubs[pinpoint-sms-voice]` - Type annotations for [PinpointSMSVoice](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/pinpoint-sms-voice.html#PinpointSMSVoice) service.
        - `boto3-stubs[polly]` - Type annotations for [Polly](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/polly.html#Polly) service.
        - `boto3-stubs[pricing]` - Type annotations for [Pricing](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/pricing.html#Pricing) service.
        - `boto3-stubs[qldb]` - Type annotations for [QLDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/qldb.html#QLDB) service.
        - `boto3-stubs[qldb-session]` - Type annotations for [QLDBSession](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/qldb-session.html#QLDBSession) service.
        - `boto3-stubs[quicksight]` - Type annotations for [QuickSight](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/quicksight.html#QuickSight) service.
        - `boto3-stubs[ram]` - Type annotations for [RAM](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ram.html#RAM) service.
        - `boto3-stubs[rds]` - Type annotations for [RDS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/rds.html#RDS) service.
        - `boto3-stubs[rds-data]` - Type annotations for [RDSDataService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/rds-data.html#RDSDataService) service.
        - `boto3-stubs[redshift]` - Type annotations for [Redshift](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/redshift.html#Redshift) service.
        - `boto3-stubs[rekognition]` - Type annotations for [Rekognition](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/rekognition.html#Rekognition) service.
        - `boto3-stubs[resource-groups]` - Type annotations for [ResourceGroups](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/resource-groups.html#ResourceGroups) service.
        - `boto3-stubs[resourcegroupstaggingapi]` - Type annotations for [ResourceGroupsTaggingAPI](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/resourcegroupstaggingapi.html#ResourceGroupsTaggingAPI) service.
        - `boto3-stubs[robomaker]` - Type annotations for [RoboMaker](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/robomaker.html#RoboMaker) service.
        - `boto3-stubs[route53]` - Type annotations for [Route53](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/route53.html#Route53) service.
        - `boto3-stubs[route53domains]` - Type annotations for [Route53Domains](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/route53domains.html#Route53Domains) service.
        - `boto3-stubs[route53resolver]` - Type annotations for [Route53Resolver](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/route53resolver.html#Route53Resolver) service.
        - `boto3-stubs[s3]` - Type annotations for [S3](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/s3.html#S3) service.
        - `boto3-stubs[s3control]` - Type annotations for [S3Control](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/s3control.html#S3Control) service.
        - `boto3-stubs[sagemaker]` - Type annotations for [SageMaker](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sagemaker.html#SageMaker) service.
        - `boto3-stubs[sagemaker-a2i-runtime]` - Type annotations for [AugmentedAIRuntime](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sagemaker-a2i-runtime.html#AugmentedAIRuntime) service.
        - `boto3-stubs[sagemaker-runtime]` - Type annotations for [SageMakerRuntime](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sagemaker-runtime.html#SageMakerRuntime) service.
        - `boto3-stubs[savingsplans]` - Type annotations for [SavingsPlans](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/savingsplans.html#SavingsPlans) service.
        - `boto3-stubs[schemas]` - Type annotations for [Schemas](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/schemas.html#Schemas) service.
        - `boto3-stubs[sdb]` - Type annotations for [SimpleDB](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sdb.html#SimpleDB) service.
        - `boto3-stubs[secretsmanager]` - Type annotations for [SecretsManager](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/secretsmanager.html#SecretsManager) service.
        - `boto3-stubs[securityhub]` - Type annotations for [SecurityHub](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/securityhub.html#SecurityHub) service.
        - `boto3-stubs[serverlessrepo]` - Type annotations for [ServerlessApplicationRepository](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/serverlessrepo.html#ServerlessApplicationRepository) service.
        - `boto3-stubs[service-quotas]` - Type annotations for [ServiceQuotas](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/service-quotas.html#ServiceQuotas) service.
        - `boto3-stubs[servicecatalog]` - Type annotations for [ServiceCatalog](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/servicecatalog.html#ServiceCatalog) service.
        - `boto3-stubs[servicediscovery]` - Type annotations for [ServiceDiscovery](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/servicediscovery.html#ServiceDiscovery) service.
        - `boto3-stubs[ses]` - Type annotations for [SES](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ses.html#SES) service.
        - `boto3-stubs[sesv2]` - Type annotations for [SESV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sesv2.html#SESV2) service.
        - `boto3-stubs[shield]` - Type annotations for [Shield](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/shield.html#Shield) service.
        - `boto3-stubs[signer]` - Type annotations for [Signer](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/signer.html#Signer) service.
        - `boto3-stubs[sms]` - Type annotations for [SMS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sms.html#SMS) service.
        - `boto3-stubs[sms-voice]` - Type annotations for [SMSVoice](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sms-voice.html#SMSVoice) service.
        - `boto3-stubs[snowball]` - Type annotations for [Snowball](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/snowball.html#Snowball) service.
        - `boto3-stubs[sns]` - Type annotations for [SNS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sns.html#SNS) service.
        - `boto3-stubs[sqs]` - Type annotations for [SQS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sqs.html#SQS) service.
        - `boto3-stubs[ssm]` - Type annotations for [SSM](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/ssm.html#SSM) service.
        - `boto3-stubs[sso]` - Type annotations for [SSO](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sso.html#SSO) service.
        - `boto3-stubs[sso-oidc]` - Type annotations for [SSOOIDC](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sso-oidc.html#SSOOIDC) service.
        - `boto3-stubs[stepfunctions]` - Type annotations for [SFN](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/stepfunctions.html#SFN) service.
        - `boto3-stubs[storagegateway]` - Type annotations for [StorageGateway](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/storagegateway.html#StorageGateway) service.
        - `boto3-stubs[sts]` - Type annotations for [STS](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/sts.html#STS) service.
        - `boto3-stubs[support]` - Type annotations for [Support](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/support.html#Support) service.
        - `boto3-stubs[swf]` - Type annotations for [SWF](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/swf.html#SWF) service.
        - `boto3-stubs[textract]` - Type annotations for [Textract](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/textract.html#Textract) service.
        - `boto3-stubs[transcribe]` - Type annotations for [TranscribeService](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/transcribe.html#TranscribeService) service.
        - `boto3-stubs[transfer]` - Type annotations for [Transfer](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/transfer.html#Transfer) service.
        - `boto3-stubs[translate]` - Type annotations for [Translate](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/translate.html#Translate) service.
        - `boto3-stubs[waf]` - Type annotations for [WAF](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/waf.html#WAF) service.
        - `boto3-stubs[waf-regional]` - Type annotations for [WAFRegional](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/waf-regional.html#WAFRegional) service.
        - `boto3-stubs[wafv2]` - Type annotations for [WAFV2](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/wafv2.html#WAFV2) service.
        - `boto3-stubs[workdocs]` - Type annotations for [WorkDocs](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/workdocs.html#WorkDocs) service.
        - `boto3-stubs[worklink]` - Type annotations for [WorkLink](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/worklink.html#WorkLink) service.
        - `boto3-stubs[workmail]` - Type annotations for [WorkMail](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/workmail.html#WorkMail) service.
        - `boto3-stubs[workmailmessageflow]` - Type annotations for [WorkMailMessageFlow](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/workmailmessageflow.html#WorkMailMessageFlow) service.
        - `boto3-stubs[workspaces]` - Type annotations for [WorkSpaces](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/reference/services/workspaces.html#WorkSpaces) service.
        - `boto3-stubs[xray]` - Type annotations for [XRay](https://boto3.amazonaws.com/v1/documentation/api/1.12.28/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: es
Provides-Extra: ram
Provides-Extra: pricing
Provides-Extra: iot1click-devices
Provides-Extra: sms
Provides-Extra: dynamodbstreams
Provides-Extra: machinelearning
Provides-Extra: migrationhub-config
Provides-Extra: outposts
Provides-Extra: storagegateway
Provides-Extra: worklink
Provides-Extra: essential
Provides-Extra: rekognition
Provides-Extra: forecastquery
Provides-Extra: mediapackage
Provides-Extra: sdb
Provides-Extra: rds-data
Provides-Extra: connect
Provides-Extra: sms-voice
Provides-Extra: events
Provides-Extra: glue
Provides-Extra: chime
Provides-Extra: license-manager
Provides-Extra: organizations
Provides-Extra: waf
Provides-Extra: resourcegroupstaggingapi
Provides-Extra: codeguru-reviewer
Provides-Extra: cognito-identity
Provides-Extra: appconfig
Provides-Extra: personalize-runtime
Provides-Extra: macie
Provides-Extra: redshift
Provides-Extra: discovery
Provides-Extra: globalaccelerator
Provides-Extra: resource-groups
Provides-Extra: ec2
Provides-Extra: cloudwatch
Provides-Extra: ecr
Provides-Extra: neptune
Provides-Extra: pinpoint-sms-voice
Provides-Extra: budgets
Provides-Extra: connectparticipant
Provides-Extra: logs
Provides-Extra: detective
Provides-Extra: importexport
Provides-Extra: quicksight
Provides-Extra: sagemaker
Provides-Extra: workmailmessageflow
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Provides-Extra: sns
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Provides-Extra: cognito-idp
Provides-Extra: cur
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Provides-Extra: iot-data
Provides-Extra: iotthingsgraph
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Provides-Extra: autoscaling
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Provides-Extra: sso
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Provides-Extra: kinesisanalyticsv2
Provides-Extra: mturk
Provides-Extra: mediastore-data
Provides-Extra: directconnect
Provides-Extra: ec2-instance-connect
Provides-Extra: meteringmarketplace
Provides-Extra: rds
Provides-Extra: lex-runtime
Provides-Extra: marketplace-catalog
Provides-Extra: emr
Provides-Extra: lightsail
Provides-Extra: kinesis-video-archived-media
Provides-Extra: mgh
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Provides-Extra: workdocs
Provides-Extra: alexaforbusiness
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Provides-Extra: efs
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Provides-Extra: cloudformation
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Provides-Extra: medialive
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Provides-Extra: comprehendmedical
Provides-Extra: eks
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Provides-Extra: forecast
Provides-Extra: snowball
Provides-Extra: acm
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Provides-Extra: elasticbeanstalk
Provides-Extra: securityhub
Provides-Extra: compute-optimizer
Provides-Extra: ds
Provides-Extra: amplify
Provides-Extra: kinesis-video-media
Provides-Extra: signer
Provides-Extra: docdb
Provides-Extra: personalize-events
Provides-Extra: savingsplans
Provides-Extra: inspector
Provides-Extra: kinesis-video-signaling
Provides-Extra: iam
Provides-Extra: apigatewayv2
Provides-Extra: codepipeline
Provides-Extra: iot-jobs-data
Provides-Extra: kms
Provides-Extra: shield
Provides-Extra: dynamodb
Provides-Extra: pinpoint-email
Provides-Extra: mediastore
Provides-Extra: cloudhsmv2
Provides-Extra: marketplacecommerceanalytics
Provides-Extra: waf-regional
Provides-Extra: s3
Provides-Extra: codedeploy
