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DescribeEndpointConfigOutput

Source code in docs_src/capo_sagemaker/types/describe_endpoint_config_output.py
class DescribeEndpointConfigOutput(TypedDict, closed=True):
    endpoint_config_name: NotRequired[
        "capo_sagemaker.types.endpoint_config_name.EndpointConfigName"
    ]
    """<p>Name of the SageMaker endpoint configuration.</p>"""
    endpoint_config_arn: NotRequired[
        "capo_sagemaker.types.endpoint_config_arn.EndpointConfigArn"
    ]
    """<p>The Amazon Resource Name (ARN) of the endpoint configuration.</p>"""
    production_variants: NotRequired[
        "capo_sagemaker.types.production_variant_list.ProductionVariantList"
    ]
    """<p>An array of <code>ProductionVariant</code> objects, one for each model that you want to host at this endpoint.</p>"""
    data_capture_config: NotRequired[
        "capo_sagemaker.types.data_capture_config.DataCaptureConfig"
    ]
    kms_key_id: NotRequired["capo_sagemaker.types.kms_key_id.KmsKeyId"]
    """<p>Amazon Web Services KMS key ID Amazon SageMaker uses to encrypt data when storing it on the ML storage volume attached to the instance.</p>"""
    creation_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>A timestamp that shows when the endpoint configuration was created.</p>"""
    async_inference_config: NotRequired[
        "capo_sagemaker.types.async_inference_config.AsyncInferenceConfig"
    ]
    """<p>Returns the description of an endpoint configuration created using the <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpointConfig.html"> <code>CreateEndpointConfig</code> </a> API.</p>"""
    explainer_config: NotRequired[
        "capo_sagemaker.types.explainer_config.ExplainerConfig"
    ]
    """<p>The configuration parameters for an explainer.</p>"""
    shadow_production_variants: NotRequired[
        "capo_sagemaker.types.production_variant_list.ProductionVariantList"
    ]
    """<p>An array of <code>ProductionVariant</code> objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on <code>ProductionVariants</code>.</p>"""
    execution_role_arn: NotRequired["capo_sagemaker.types.role_arn.RoleArn"]
    """<p>The Amazon Resource Name (ARN) of the IAM role that you assigned to the endpoint configuration.</p>"""
    vpc_config: NotRequired["capo_sagemaker.types.vpc_config.VpcConfig"]
    enable_network_isolation: NotRequired["capo_sagemaker.types.boolean.Boolean"]
    """<p>Indicates whether all model containers deployed to the endpoint are isolated. If they are, no inbound or outbound network calls can be made to or from the model containers.</p>"""
    metrics_config: NotRequired["capo_sagemaker.types.metrics_config.MetricsConfig"]
    """<p>The configuration parameters for utilization metrics.</p>"""

async_inference_config instance-attribute

async_inference_config: NotRequired[AsyncInferenceConfig]

Returns the description of an endpoint configuration created using the CreateEndpointConfig API.

creation_time instance-attribute

creation_time: NotRequired[Timestamp]

A timestamp that shows when the endpoint configuration was created.

data_capture_config instance-attribute

data_capture_config: NotRequired[DataCaptureConfig]

enable_network_isolation instance-attribute

enable_network_isolation: NotRequired[Boolean]

Indicates whether all model containers deployed to the endpoint are isolated. If they are, no inbound or outbound network calls can be made to or from the model containers.

endpoint_config_arn instance-attribute

endpoint_config_arn: NotRequired[EndpointConfigArn]

The Amazon Resource Name (ARN) of the endpoint configuration.

endpoint_config_name instance-attribute

endpoint_config_name: NotRequired[EndpointConfigName]

Name of the SageMaker endpoint configuration.

execution_role_arn instance-attribute

execution_role_arn: NotRequired[RoleArn]

The Amazon Resource Name (ARN) of the IAM role that you assigned to the endpoint configuration.

explainer_config instance-attribute

explainer_config: NotRequired[ExplainerConfig]

The configuration parameters for an explainer.

kms_key_id instance-attribute

kms_key_id: NotRequired[KmsKeyId]

Amazon Web Services KMS key ID Amazon SageMaker uses to encrypt data when storing it on the ML storage volume attached to the instance.

metrics_config instance-attribute

metrics_config: NotRequired[MetricsConfig]

The configuration parameters for utilization metrics.

production_variants instance-attribute

production_variants: NotRequired[ProductionVariantList]

An array of ProductionVariant objects, one for each model that you want to host at this endpoint.

shadow_production_variants instance-attribute

shadow_production_variants: NotRequired[ProductionVariantList]

An array of ProductionVariant objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.

vpc_config instance-attribute

vpc_config: NotRequired[VpcConfig]