| Column Name | Column Data Type |
|---|
cluster_name Required Input Column
The name of the SageMaker HyperPod cluster. | VARCHAR |
_aws_profile Input Column
The AWS profile defines the AWS identity used. It can be defined via credentials or by assuming a IAM role. | STRUCT(
"type" VARCHAR,
"name" VARCHAR,
"account_id" VARCHAR,
"via_profile_name" VARCHAR,
"assumed_role_arn" VARCHAR,
"organization" STRUCT(
"account_name" VARCHAR,
"id" VARCHAR,
"tags" STRUCT(
"key" VARCHAR,
"value" VARCHAR
)[],
"master_account" STRUCT(
"id" VARCHAR,
"email" VARCHAR
),
"parents" STRUCT(
"type" VARCHAR,
"id" VARCHAR,
"name" VARCHAR,
"tags" STRUCT(
"key" VARCHAR,
"value" VARCHAR
)[]
)[]
)
) |
Show child fields- _aws_profile.account_id
The AWS account id - _aws_profile.assumed_role_arn
The ARN of the assumed role - _aws_profile.name
The unique name of the profile. - _aws_profile.organization
Information about this profile's membership in the AWS organization. Show child fields- _aws_profile.organization.account_name
The name of account speciifed by the organization - _aws_profile.organization.id
The organization id - _aws_profile.organization.master_account
Show child fields- _aws_profile.organization.master_account.email
The organization master account email address - _aws_profile.organization.master_account.id
The organization master account id
- _aws_profile.organization.parents[]
Show child fields- _aws_profile.organization.parents[].id
The id of the parent - _aws_profile.organization.parents[].name
The name of the parent - _aws_profile.organization.parents[].tags[]
Show child fields- _aws_profile.organization.parents[].tags[].key
- _aws_profile.organization.parents[].tags[].value
- _aws_profile.organization.parents[].type
The type of parent can be an organization unit or a root
- _aws_profile.organization.tags[]
Show child fields- _aws_profile.organization.tags[].key
- _aws_profile.organization.tags[].value
- _aws_profile.type
The type of profile, either 'credentials' or 'assumed_role' - _aws_profile.via_profile_name
This IAM role for this profile is assumed by first utilizing another profile with this name to obtain credentials.
|
cluster_arn
The Amazon Resource Name (ARN) of the SageMaker HyperPod cluster. | VARCHAR |
cluster_status
The status of the SageMaker HyperPod cluster. | VARCHAR |
creation_time
The time when the SageMaker Cluster is created. | TIMESTAMP_S |
failure_message
The failure message of the SageMaker HyperPod cluster. | VARCHAR |
instance_groups
The instance groups of the SageMaker HyperPod cluster. | STRUCT(
"current_count" BIGINT,
"target_count" BIGINT,
"instance_group_name" VARCHAR,
"instance_type" VARCHAR,
"life_cycle_config" STRUCT(
"source_s3_uri" VARCHAR,
"on_create" VARCHAR
),
"execution_role" VARCHAR,
"threads_per_core" BIGINT,
"instance_storage_configs" STRUCT(
"ebs_volume_config" STRUCT(
"volume_size_in_gb" BIGINT
)
)[]
)[] |
Show child fields- instance_groups[]
Show child fields- instance_groups[].current_count
The number of instances that are currently in the instance group of a SageMaker HyperPod cluster. - instance_groups[].execution_role
The execution role for the instance group to assume. - instance_groups[].instance_group_name
The name of the instance group of a SageMaker HyperPod cluster. - instance_groups[].instance_storage_configs[]
Show child fields- instance_groups[].instance_storage_configs[].ebs_volume_config
Defines the configuration for attaching additional Amazon Elastic Block Store (EBS) volumes to the instances in the SageMaker HyperPod cluster instance group. The additional EBS volume is attached to each instance within the SageMaker HyperPod cluster instance group and mounted to /opt/sagemaker. Show child fields- instance_groups[].instance_storage_configs[].ebs_volume_config.volume_size_in_gb
The size in gigabytes (GB) of the additional EBS volume to be attached to the instances in the SageMaker HyperPod cluster instance group. The additional EBS volume is attached to each instance within the SageMaker HyperPod cluster instance group and mounted to /opt/sagemaker.
- instance_groups[].instance_type
The instance type of the instance group of a SageMaker HyperPod cluster. - instance_groups[].life_cycle_config
Details of LifeCycle configuration for the instance group. Show child fields- instance_groups[].life_cycle_config.on_create
The file name of the entrypoint script of lifecycle scripts under SourceS3Uri. This entrypoint script runs during cluster creation. - instance_groups[].life_cycle_config.source_s3_uri
An Amazon S3 bucket path where your lifecycle scripts are stored. Make sure that the S3 bucket path starts with s3://sagemaker-. The IAM role for SageMaker HyperPod has the managed AmazonSageMakerClusterInstanceRolePolicy attached, which allows access to S3 buckets with the specific prefix sagemaker-.
- instance_groups[].target_count
The number of instances you specified to add to the instance group of a SageMaker HyperPod cluster. - instance_groups[].threads_per_core
The number you specified to TreadsPerCore in CreateCluster for enabling or disabling multithreading. For instance types that support multithreading, you can specify 1 for disabling multithreading and 2 for enabling multithreading. For more information, see the reference table of CPU cores and threads per CPU core per instance type in the Amazon Elastic Compute Cloud User Guide.
|
vpc_config
Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to. You can control access to and from your resources by configuring a VPC. For more information, see Give SageMaker Access to Resources in your Amazon VPC. | STRUCT(
"security_group_ids" VARCHAR[],
"subnets" VARCHAR[]
) |
Show child fields- vpc_config.security_group_ids[]
- vpc_config.subnets[]
|