{"library":"mypy-boto3-sagemaker-featurestore-runtime","title":"mypy-boto3-sagemaker-featurestore-runtime Stubs","description":"mypy-boto3-sagemaker-featurestore-runtime provides `mypy` compatible type annotations for `boto3`'s SageMaker Feature Store Runtime service. It helps developers catch type-related errors for `boto3` usage at static analysis time. The library is part of the `mypy-boto3` family, generated by `mypy-boto3-builder`, and its versioning is tied to `boto3`/`botocore` releases, with frequent updates.","language":"python","status":"active","last_verified":"Thu May 14","install":{"commands":["pip install mypy-boto3-sagemaker-featurestore-runtime","pip install boto3 mypy"],"cli":null},"imports":["from mypy_boto3_sagemaker_featurestore_runtime.client import SagemakerFeatureStoreRuntimeClient","from mypy_boto3_sagemaker_featurestore_runtime.type_defs import GetRecordRequestRequestTypeDef","from mypy_boto3_sagemaker_featurestore_runtime.type_defs import GetRecordResponseTypeDef"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import boto3\nfrom mypy_boto3_sagemaker_featurestore_runtime.client import SagemakerFeatureStoreRuntimeClient\nfrom mypy_boto3_sagemaker_featurestore_runtime.type_defs import GetRecordRequestRequestTypeDef, GetRecordResponseTypeDef\nimport os\n\ndef get_feature_store_record(\n    feature_group_name: str,\n    record_identifier_value_as_string: str\n) -> GetRecordResponseTypeDef:\n    \"\"\"Fetches a record from SageMaker Feature Store with type hints.\"\"\"\n    # boto3.client returns an untyped client by default. \n    # The type hint on 'client' variable applies the stubs.\n    client: SagemakerFeatureStoreRuntimeClient = boto3.client(\n        \"sagemaker-featurestore-runtime\",\n        region_name=os.environ.get(\"AWS_REGION\", \"us-east-1\")\n    )\n\n    request_params: GetRecordRequestRequestTypeDef = {\n        \"FeatureGroupName\": feature_group_name,\n        \"RecordIdentifierValueAsString\": record_identifier_value_as_string,\n        \"FeatureNames\": [\"example_feature_name\"]\n    }\n\n    response: GetRecordResponseTypeDef = client.get_record(**request_params)\n    return response\n\n# Example usage (ensure AWS credentials are set up)\nif __name__ == \"__main__\":\n    try:\n        # Use environment variables for sensitive or dynamic values\n        # For a runnable example, provide dummy values if env vars are not set\n        example_feature_group_name = os.environ.get(\"SAGE_FEATURE_GROUP_NAME\", \"my-test-feature-group\")\n        example_record_id = os.environ.get(\"SAGE_RECORD_ID\", \"12345\")\n\n        if not os.environ.get(\"AWS_ACCESS_KEY_ID\") or not os.environ.get(\"AWS_SECRET_ACCESS_KEY\"):\n            print(\"WARNING: AWS credentials not found in environment. Example might fail at runtime.\")\n            print(\"Please set AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY.\")\n\n        print(f\"Attempting to get record for Feature Group: {example_feature_group_name}, Record ID: {example_record_id}\")\n        \n        # This call is type-checked by mypy thanks to the stubs\n        record_data = get_feature_store_record(example_feature_group_name, example_record_id)\n        \n        print(\"Successfully retrieved record (type-checked):\")\n        if \"Record\" in record_data:\n            for feature in record_data[\"Record\"]:\n                print(f\"  {feature['FeatureName']}: {feature['ValueAsString']}\")\n        else:\n            print(\"Record key not found in response, or response is empty.\")\n\n    except Exception as e:\n        print(f\"An error occurred: {e}\")\n        print(\"Ensure AWS credentials are configured and the feature group/record exist/are accessible.\")","lang":"python","description":"This quickstart demonstrates how to use `mypy-boto3-sagemaker-featurestore-runtime` for type-checking a `boto3` client interaction. 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