{"library":"mypy-boto3-personalize","title":"mypy-boto3-personalize: Type Annotations for AWS Personalize","description":"mypy-boto3-personalize provides comprehensive type annotations for the AWS Personalize service in `boto3`. It enhances static analysis with tools like MyPy, catching potential type-related errors before runtime. The current version is 1.42.3, tracking `boto3` releases, and is part of the frequently updated `mypy-boto3-builder` ecosystem.","language":"python","status":"active","last_verified":"Thu May 14","install":{"commands":["pip install mypy-boto3-personalize boto3 mypy"],"cli":null},"imports":["from mypy_boto3_personalize.client import PersonalizeClient","from mypy_boto3_personalize.client import Client","from mypy_boto3_personalize.type_defs import CreateDatasetRequestRequestTypeDef","from mypy_boto3_personalize.type_defs import CreateDatasetResponseTypeDef"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import boto3\nfrom mypy_boto3_personalize.client import PersonalizeClient\n\n# mypy-boto3-personalize provides type hints for the boto3 client.\n# You still use the standard boto3 client at runtime.\n\n# Configure AWS credentials as usual (e.g., ~/.aws/credentials, environment variables)\n\n# Instantiate a boto3 client and apply the type hint\npersonalize_client: PersonalizeClient = boto3.client(\"personalize\")\n\nprint(f\"Client type successfully inferred by mypy-boto3-personalize: {type(personalize_client)}\")\n\n# Example of how type hints are used for method calls (for static analysis).\n# This code block is for demonstration of type-checking, not intended for live execution\n# without proper setup and AWS resources.\n\n# from mypy_boto3_personalize.type_defs import CreateDatasetRequestRequestTypeDef\n\n# try:\n#     # Type checkers like MyPy will ensure 'name', 'datasetGroupArn', etc. are correct types\n#     # and that the return value matches CreateDatasetResponseTypeDef.\n#     create_request: CreateDatasetRequestRequestTypeDef = {\n#         \"name\": \"MyNewDataset\",\n#         \"datasetGroupArn\": \"arn:aws:personalize:us-east-1:123456789012:dataset-group/my-group\",\n#         \"datasetType\": \"ITEMS\",\n#         \"schemaArn\": \"arn:aws:personalize:us-east-1:123456789012:schema/my-schema\",\n#     }\n#     response = personalize_client.create_dataset(**create_request)\n#     print(f\"Type-checked call example response: {response}\")\n# except Exception as e:\n#     print(f\"Example call failed (expected without real AWS setup): {e}\")","lang":"python","description":"This quickstart demonstrates how to import and apply type hints for the AWS Personalize client using `mypy-boto3-personalize`. 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