{"id":3557,"library":"mypy-boto3-aiops","title":"Type Stubs for boto3 AIOps Service","description":"mypy-boto3-aiops provides comprehensive type annotations for the AWS AIOps service when used with the `boto3` library. As part of the `mypy-boto3` ecosystem, it enables static type checking with tools like `mypy` and enhances IDE autocompletion for `boto3` clients and responses. The library is actively maintained and regularly updated to reflect changes in `boto3` service definitions, with the current version being 1.42.3.","status":"active","version":"1.42.3","language":"en","source_language":"en","source_url":"https://github.com/youtype/mypy_boto3_builder","tags":["aws","boto3","mypy","typing","stubs","type-checking","aiops"],"install":[{"cmd":"pip install boto3 mypy-boto3-aiops","lang":"bash","label":"Install boto3 and AIOps stubs"}],"dependencies":[{"reason":"Provides the actual runtime functionality; this package only offers type stubs for it.","package":"boto3"}],"imports":[{"note":"Import the typed client for explicit type hinting.","symbol":"AIOPSClient","correct":"from mypy_boto3_aiops.client import AIOPSClient"},{"note":"Common pattern to alias the client type for generic functions.","symbol":"GetClient","correct":"from mypy_boto3_aiops import AIOPSClient as GetClient"},{"note":"Import specific type definitions for response models.","symbol":"DescribeServiceQuotaResponseTypeDef","correct":"from mypy_boto3_aiops.type_defs import DescribeServiceQuotaResponseTypeDef"}],"quickstart":{"code":"import boto3\nfrom mypy_boto3_aiops.client import AIOPSClient\n\n# Instantiate a boto3 AIOps client with type hint\nclient: AIOPSClient = boto3.client(\"aiops\")\n\n# Example usage with type-checked parameters and return value\n# Note: AWS Account ID and Service Code might need to be valid for actual execution\nresponse = client.describe_service_quota(\n    ServiceCode=\"s3\", # Example service code\n    QuotaCode=\"L-F994326F\", # Example quota code\n    AccountId=\"123456789012\" # Example AWS account ID\n)\n\nprint(f\"Service Quota: {response.get('Quota', {}).get('QuotaName')}\")\n\n# To run this, ensure AWS credentials are configured (e.g., via ~/.aws/credentials\n# or environment variables AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_SESSION_TOKEN).\n# Also, 'aiops' is a placeholder service for demonstration purposes as AIOps is a broader concept.\n# For actual AIOps related services like DevOps Guru, look for specific stubs.","lang":"python","description":"This quickstart demonstrates how to import and use the `AIOPSClient` type for `boto3` operations, enabling static type checking for method calls and responses. It highlights how to instantiate a type-hinted client and call a sample method, illustrating the benefits of `mypy-boto3` for improved code quality and developer experience."},"warnings":[{"fix":"Ensure `pip install boto3` is executed alongside `pip install mypy-boto3-aiops`.","message":"This package provides only type stubs. You must install the `boto3` library separately for runtime functionality. `mypy-boto3-aiops` will not make API calls on its own.","severity":"gotcha","affected_versions":"All"},{"fix":"Upgrade your Python environment to version 3.9 or higher.","message":"Python 3.8 support was removed with `mypy-boto3-builder` v8.12.0. As `mypy-boto3-aiops` v1.42.3 was generated using this builder, it explicitly requires Python 3.9 or newer.","severity":"breaking","affected_versions":"1.42.3+"},{"fix":"Consult the `mypy-boto3-builder` release notes or PyPI for the `mypy-boto3-aiops` package to find the recommended `boto3` version range.","message":"For accurate type checking, the version of `mypy-boto3-aiops` should ideally match or be compatible with your installed `boto3` version. Mismatched versions can lead to incorrect or missing type hints.","severity":"gotcha","affected_versions":"All"},{"fix":"Refer to the latest generated type definitions in the stub package (`mypy_boto3_aiops.type_defs`) or update your code according to release notes when upgrading `mypy-boto3-*` packages.","message":"Specific `TypeDef` names for arguments or responses may change between versions (e.g., `CreateDistributionRequestRequestTypeDef` becoming `CreateDistributionRequestTypeDef`). This can break explicit type hints in your code.","severity":"breaking","affected_versions":"8.9.0+ of builder (impacts all generated stubs)"}],"env_vars":null,"last_verified":"2026-04-11T00:00:00.000Z","next_check":"2026-07-10T00:00:00.000Z"}