| :mod:`airflow.contrib.operators.sagemaker_endpoint_operator` |
| ============================================================ |
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| .. py:module:: airflow.contrib.operators.sagemaker_endpoint_operator |
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| Module Contents |
| --------------- |
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| .. py:class:: SageMakerEndpointOperator(config, wait_for_completion=True, check_interval=30, max_ingestion_time=None, operation='create', *args, **kwargs) |
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| Bases: :class:`airflow.contrib.operators.sagemaker_base_operator.SageMakerBaseOperator` |
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| Create a SageMaker endpoint. |
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| This operator returns The ARN of the endpoint created in Amazon SageMaker |
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| :param config: |
| The configuration necessary to create an endpoint. |
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| If you need to create a SageMaker endpoint based on an existed |
| SageMaker model and an existed SageMaker endpoint config:: |
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| config = endpoint_configuration; |
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| If you need to create all of SageMaker model, SageMaker endpoint-config and SageMaker endpoint:: |
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| config = { |
| 'Model': model_configuration, |
| 'EndpointConfig': endpoint_config_configuration, |
| 'Endpoint': endpoint_configuration |
| } |
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| For details of the configuration parameter of model_configuration see |
| :py:meth:`SageMaker.Client.create_model` |
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| For details of the configuration parameter of endpoint_config_configuration see |
| :py:meth:`SageMaker.Client.create_endpoint_config` |
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| For details of the configuration parameter of endpoint_configuration see |
| :py:meth:`SageMaker.Client.create_endpoint` |
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| :type config: dict |
| :param aws_conn_id: The AWS connection ID to use. |
| :type aws_conn_id: str |
| :param wait_for_completion: Whether the operator should wait until the endpoint creation finishes. |
| :type wait_for_completion: bool |
| :param check_interval: If wait is set to True, this is the time interval, in seconds, that this operation |
| waits before polling the status of the endpoint creation. |
| :type check_interval: int |
| :param max_ingestion_time: If wait is set to True, this operation fails if the endpoint creation doesn't |
| finish within max_ingestion_time seconds. If you set this parameter to None it never times out. |
| :type max_ingestion_time: int |
| :param operation: Whether to create an endpoint or update an endpoint. Must be either 'create or 'update'. |
| :type operation: str |
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| .. method:: create_integer_fields(self) |
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| .. method:: expand_role(self) |
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| .. method:: execute(self, context) |
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