inference_experiments_list_only

Lists inference_experiments in a region or regions, for all properties use inference_experiments

Overview

Name	inference_experiments_list_only
Type	Resource
Description	Resource Type definition for AWS::SageMaker::InferenceExperiment
Id	aws.sagemaker.inference_experiments_list_only

Fields

Name	Datatype	Description
arn	string	The Amazon Resource Name (ARN) of the inference experiment.
name	string	The name for the inference experiment.
type	string	The type of the inference experiment that you want to run.
description	string	The description of the inference experiment.
role_arn	string	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.
endpoint_name	string	The name of the endpoint used to run the monitoring job.
endpoint_metadata	object	The metadata of the endpoint on which the inference experiment ran.
schedule	object	The duration for which you want the inference experiment to run.
kms_key	string	The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
data_storage_config	object	The Amazon S3 location and configuration for storing inference request and response data.
model_variants	array	An array of ModelVariantConfig objects. Each ModelVariantConfig object in the array describes the infrastructure configuration for the corresponding variant.
shadow_mode_config	object	The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.
tags	array	An array of key-value pairs to apply to this resource.
creation_time	string	The timestamp at which you created the inference experiment.
last_modified_time	string	The timestamp at which you last modified the inference experiment.
status	string	The status of the inference experiment.
status_reason	string	The error message or client-specified reason from the StopInferenceExperiment API, that explains the status of the inference experiment.
desired_state	string	The desired state of the experiment after starting or stopping operation.
region	string	AWS region.

Methods

Name	Accessible by	Required Params
list_resources	SELECT	region

SELECT examples

Lists all inference_experiments in a region.

SELECT
region,
name
FROM aws.sagemaker.inference_experiments_list_only
WHERE region = 'us-east-1';

Permissions

For permissions required to operate on the inference_experiments_list_only resource, see inference_experiments