| Column Name | Column Data Type |
|---|
trial_component_name Required Input Column
The name of the trial component. | 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.
|
created_by
Who created the trial component. | STRUCT(
"user_profile_arn" VARCHAR,
"user_profile_name" VARCHAR,
"domain_id" VARCHAR,
"iam_identity" STRUCT(
"arn" VARCHAR,
"principal_id" VARCHAR,
"source_identity" VARCHAR
)
) |
Show child fields- created_by.domain_id
The domain associated with the user. - created_by.iam_identity
The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only. Show child fields- created_by.iam_identity.arn
The Amazon Resource Name (ARN) of the IAM identity. - created_by.iam_identity.principal_id
The ID of the principal that assumes the IAM identity. - created_by.iam_identity.source_identity
The person or application which assumes the IAM identity.
- created_by.user_profile_arn
The Amazon Resource Name (ARN) of the user's profile. - created_by.user_profile_name
The name of the user's profile.
|
creation_time
When the component was created. | TIMESTAMP_S |
display_name
The name of the component as displayed. If DisplayName isn't specified, TrialComponentName is displayed. | VARCHAR |
end_time
When the component ended. | TIMESTAMP_S |
input_artifacts
The input artifacts of the component. | MAP(VARCHAR, STRUCT(
"media_type" VARCHAR,
"value" VARCHAR
)) |
last_modified_by
Who last modified the component. | STRUCT(
"user_profile_arn" VARCHAR,
"user_profile_name" VARCHAR,
"domain_id" VARCHAR,
"iam_identity" STRUCT(
"arn" VARCHAR,
"principal_id" VARCHAR,
"source_identity" VARCHAR
)
) |
Show child fields- last_modified_by.domain_id
The domain associated with the user. - last_modified_by.iam_identity
The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only. Show child fields- last_modified_by.iam_identity.arn
The Amazon Resource Name (ARN) of the IAM identity. - last_modified_by.iam_identity.principal_id
The ID of the principal that assumes the IAM identity. - last_modified_by.iam_identity.source_identity
The person or application which assumes the IAM identity.
- last_modified_by.user_profile_arn
The Amazon Resource Name (ARN) of the user's profile. - last_modified_by.user_profile_name
The name of the user's profile.
|
last_modified_time
When the component was last modified. | TIMESTAMP_S |
lineage_group_arn
The Amazon Resource Name (ARN) of the lineage group. | VARCHAR |
metadata_properties
Metadata properties of the tracking entity, trial, or trial component. | STRUCT(
"commit_id" VARCHAR,
"repository" VARCHAR,
"generated_by" VARCHAR,
"project_id" VARCHAR
) |
Show child fields- metadata_properties.commit_id
The commit ID. - metadata_properties.generated_by
The entity this entity was generated by. - metadata_properties.project_id
The project ID. - metadata_properties.repository
The repository.
|
metrics
The metrics for the component. | STRUCT(
"metric_name" VARCHAR,
"source_arn" VARCHAR,
"time_stamp" TIMESTAMP_S,
"max" DOUBLE,
"min" DOUBLE,
"last" DOUBLE,
"count" BIGINT,
"avg" DOUBLE,
"std_dev" DOUBLE
)[] |
Show child fields- metrics[]
Show child fields- metrics[].avg
The average value of the metric. - metrics[].count
The number of samples used to generate the metric. - metrics[].last
The most recent value of the metric. - metrics[].max
The maximum value of the metric. - metrics[].metric_name
The name of the metric. - metrics[].min
The minimum value of the metric. - metrics[].source_arn
The Amazon Resource Name (ARN) of the source. - metrics[].std_dev
The standard deviation of the metric. - metrics[].time_stamp
When the metric was last updated.
|
output_artifacts
The output artifacts of the component. | MAP(VARCHAR, STRUCT(
"media_type" VARCHAR,
"value" VARCHAR
)) |
parameters
The hyperparameters of the component. | MAP(VARCHAR, STRUCT(
"string_value" VARCHAR,
"number_value" DOUBLE
)) |
source
The Amazon Resource Name (ARN) of the source and, optionally, the job type. | STRUCT(
"source_arn" VARCHAR,
"source_type" VARCHAR
) |
Show child fields- source.source_arn
The source Amazon Resource Name (ARN). - source.source_type
The source job type.
|
sources
A list of ARNs and, if applicable, job types for multiple sources of an experiment run. | STRUCT(
"source_arn" VARCHAR,
"source_type" VARCHAR
)[] |
Show child fields- sources[]
Show child fields- sources[].source_arn
The source Amazon Resource Name (ARN). - sources[].source_type
The source job type.
|
start_time
When the component started. | TIMESTAMP_S |
status
The status of the component. States include: -
InProgress -
Completed -
Failed | STRUCT(
"primary_status" VARCHAR,
"message" VARCHAR
) |
Show child fields- status.message
If the component failed, a message describing why. - status.primary_status
The status of the trial component.
|
trial_component_arn
The Amazon Resource Name (ARN) of the trial component. | VARCHAR |