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AWS for Query.Farm

aws.glue.get_ml_task_run

Example SQL Queries

SELECT * FROM
aws.glue.get_ml_task_run
WHERE
"transform_id" = 'VALUE'
AND "task_run_id" = 'VALUE';

Description

Gets details for a specific task run on a machine learning transform. Machine learning task runs are asynchronous tasks that Glue runs on your behalf as part of various machine learning workflows. You can check the stats of any task run by calling GetMLTaskRun with the TaskRunID and its parent transform's TransformID.

Table Definition

Column NameColumn Data Type
task_run_id Required Input Column

The unique run identifier associated with this run.

VARCHAR
transform_id Required Input Column

The unique identifier of the task run.

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
completed_on

The date and time when this task run was completed.

TIMESTAMP_S
error_string

The error strings that are associated with the task run.

VARCHAR
execution_time

The amount of time (in seconds) that the task run consumed resources.

BIGINT
last_modified_on

The date and time when this task run was last modified.

TIMESTAMP_S
log_group_name

The names of the log groups that are associated with the task run.

VARCHAR
properties

The list of properties that are associated with the task run.

STRUCT(
    "task_type" VARCHAR,
    "import_labels_task_run_properties" STRUCT(
        "input_s3_path" VARCHAR,
        "replace" BOOLEAN
    ),
    "export_labels_task_run_properties" STRUCT(
        "output_s3_path" VARCHAR
    ),
    "labeling_set_generation_task_run_properties" STRUCT(
        "output_s3_path" VARCHAR
    ),
    "find_matches_task_run_properties" STRUCT(
        "job_id" VARCHAR,
        "job_name" VARCHAR,
        "job_run_id" VARCHAR
    )
)
Show child fields
properties.export_labels_task_run_properties

The configuration properties for an exporting labels task run.

Show child fields
properties.export_labels_task_run_properties.output_s3_path

The Amazon Simple Storage Service (Amazon S3) path where you will export the labels.

properties.find_matches_task_run_properties

The configuration properties for a find matches task run.

Show child fields
properties.find_matches_task_run_properties.job_id

The job ID for the Find Matches task run.

properties.find_matches_task_run_properties.job_name

The name assigned to the job for the Find Matches task run.

properties.find_matches_task_run_properties.job_run_id

The job run ID for the Find Matches task run.

properties.import_labels_task_run_properties

The configuration properties for an importing labels task run.

Show child fields
properties.import_labels_task_run_properties.input_s3_path

The Amazon Simple Storage Service (Amazon S3) path from where you will import the labels.

properties.import_labels_task_run_properties.replace

Indicates whether to overwrite your existing labels.

properties.labeling_set_generation_task_run_properties

The configuration properties for a labeling set generation task run.

Show child fields
properties.labeling_set_generation_task_run_properties.output_s3_path

The Amazon Simple Storage Service (Amazon S3) path where you will generate the labeling set.

properties.task_type

The type of task run.

started_on

The date and time when this task run started.

TIMESTAMP_S
status

The status for this task run.

VARCHAR