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AWS for Query.Farm

aws.bedrock.get_model_customization_job

Example SQL Queries

SELECT * FROM
aws.bedrock.get_model_customization_job
WHERE
"job_identifier" = 'VALUE';

Description

Retrieves the properties associated with a model-customization job, including the status of the job. For more information, see Custom models in the Amazon Bedrock User Guide.

Table Definition

Column NameColumn Data Type
job_identifier Required Input Column

Identifier for the customization job.

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.

_aws_region Input Column

The AWS region to use.

VARCHAR
base_model_arn

Amazon Resource Name (ARN) of the base model.

VARCHAR
client_request_token

The token that you specified in the CreateCustomizationJob request.

VARCHAR
creation_time

Time that the resource was created.

TIMESTAMP_S
customization_type

The type of model customization.

VARCHAR
end_time

Time that the resource transitioned to terminal state.

TIMESTAMP_S
failure_message

Information about why the job failed.

VARCHAR
hyper_parameters

The hyperparameter values for the job. For details on the format for different models, see Custom model hyperparameters.

MAP(VARCHAR, VARCHAR)
job_arn

The Amazon Resource Name (ARN) of the customization job.

VARCHAR
job_name

The name of the customization job.

VARCHAR
last_modified_time

Time that the resource was last modified.

TIMESTAMP_S
output_data_config

Output data configuration 

STRUCT(
    "s3_uri" VARCHAR
)
Show child fields
output_data_config.s3_uri

The S3 URI where the output data is stored.

output_model_arn

The Amazon Resource Name (ARN) of the output model.

VARCHAR
output_model_kms_key_arn

The custom model is encrypted at rest using this key.

VARCHAR
output_model_name

The name of the output model.

VARCHAR
role_arn

The Amazon Resource Name (ARN) of the IAM role.

VARCHAR
status

The status of the job. A successful job transitions from in-progress to completed when the output model is ready to use. If the job failed, the failure message contains information about why the job failed.

VARCHAR
training_data_config

Contains information about the training dataset.

STRUCT(
    "s3_uri" VARCHAR
)
Show child fields
training_data_config.s3_uri

The S3 URI where the training data is stored.

training_metrics

Contains training metrics from the job creation.

STRUCT(
    "training_loss" DOUBLE
)
Show child fields
training_metrics.training_loss

Loss metric associated with the custom job.

validation_data_config

Contains information about the validation dataset.

STRUCT(
    "validators" STRUCT(
        "s3_uri" VARCHAR
    )[]
)
Show child fields
validation_data_config.validators[]
Show child fields
validation_data_config.validators[].s3_uri

The S3 URI where the validation data is stored.

validation_metrics

The loss metric for each validator that you provided in the createjob request.

STRUCT(
    "validation_loss" DOUBLE
)[]
Show child fields
validation_metrics[]
Show child fields
validation_metrics[].validation_loss

The validation loss associated with this validator.

vpc_config

VPC configuration for the custom model job.

STRUCT(
    "subnet_ids" VARCHAR[],
    "security_group_ids" VARCHAR[]
)
Show child fields
vpc_config.security_group_ids[]
vpc_config.subnet_ids[]