{"library":"mypy-boto3-machinelearning","title":"mypy-boto3-machinelearning","description":"mypy-boto3-machinelearning provides type annotations for the `boto3` Machine Learning service, generated by `mypy-boto3-builder`. It enhances development experience by enabling static type checking with tools like MyPy and improving IDE autocomplete for AWS Boto3 clients, paginators, waiters, and response `TypedDict`s. The library is actively maintained with releases often mirroring `boto3` versions.","language":"python","status":"active","last_verified":"Thu May 14","install":{"commands":["pip install mypy-boto3-machinelearning boto3","pip install mypy"],"cli":null},"imports":["from mypy_boto3_machinelearning.client import MachineLearningClient","from mypy_boto3_machinelearning.paginator import DescribeMLModelsPaginator","from mypy_boto3_machinelearning.waiter import MLModelAvailableWaiter","from mypy_boto3_machinelearning.type_defs import CreateMLModelInputRequestTypeDef"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import boto3\nimport os\nfrom mypy_boto3_machinelearning.client import MachineLearningClient\n\ndef get_ml_client(region: str) -> MachineLearningClient:\n    \"\"\"Initializes and returns a type-hinted MachineLearning client.\"\"\"\n    client: MachineLearningClient = boto3.client(\"machinelearning\", region_name=region)\n    return client\n\ndef list_all_ml_models() -> None:\n    \"\"\"Lists all ML models using the type-hinted client.\"\"\"\n    region = os.environ.get('AWS_REGION', 'us-east-1')\n    try:\n        ml_client = get_ml_client(region)\n        print(f\"Listing ML models in {region}...\")\n        response = ml_client.describe_ml_models()\n        for model in response.get('Results', []):\n            print(f\"  Model ID: {model.get('MLModelId')}, Name: {model.get('MLModelName')}\")\n        print(\"Successfully listed ML models.\")\n    except Exception as e:\n        print(f\"Error listing ML models: {e}\")\n\nif __name__ == \"__main__\":\n    # Ensure AWS credentials are configured (e.g., via environment variables or ~/.aws/credentials)\n    # Example: export AWS_REGION='us-east-1'\n    list_all_ml_models()","lang":"python","description":"This quickstart demonstrates how to initialize a type-hinted `boto3` Machine Learning client and use it to list ML models. It leverages `mypy-boto3-machinelearning` for static type checking and improved IDE support. 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