`airflow.contrib.operators.sagemaker_endpoint_operator`¶

Module Contents¶

class airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator(config, wait_for_completion=True, check_interval=30, max_ingestion_time=None, operation='create', *args, **kwargs)[source]¶

Bases: airflow.contrib.operators.sagemaker_base_operator.SageMakerBaseOperator

Create a SageMaker endpoint.

This operator returns The ARN of the endpoint created in Amazon SageMaker

Parameters

config (dict) –
The configuration necessary to create an endpoint.

If you need to create a SageMaker endpoint based on an existed SageMaker model and an existed SageMaker endpoint config:
```
config = endpoint_configuration;
```
If you need to create all of SageMaker model, SageMaker endpoint-config and SageMaker endpoint:
```
config = {
    'Model': model_configuration,
    'EndpointConfig': endpoint_config_configuration,
    'Endpoint': endpoint_configuration
}
```
For details of the configuration parameter of model_configuration see SageMaker.Client.create_model()

For details of the configuration parameter of endpoint_config_configuration see SageMaker.Client.create_endpoint_config()

For details of the configuration parameter of endpoint_configuration see SageMaker.Client.create_endpoint()
aws_conn_id (str) – The AWS connection ID to use.
wait_for_completion (bool) – Whether the operator should wait until the endpoint creation finishes.
check_interval (int) – 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.
max_ingestion_time (int) – 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.
operation (str) – Whether to create an endpoint or update an endpoint. Must be either ‘create or ‘update’.

create_integer_fields(self)[source]¶

expand_role(self)[source]¶

execute(self, context)[source]¶

airflow.contrib.operators.sagemaker_endpoint_operator¶

Module Contents¶

`airflow.contrib.operators.sagemaker_endpoint_operator`¶