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/AWS1/CL_SGM=>CREATETRIALCOMPONENT()

About CreateTrialComponent

Creates a trial component, which is a stage of a machine learning trial. A trial is composed of one or more trial components. A trial component can be used in multiple trials.

Trial components include pre-processing jobs, training jobs, and batch transform jobs.

When you use SageMaker Studio or the SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the Amazon Web Services SDK for Python (Boto), you must use the logging APIs provided by the SDK.

You can add tags to a trial component and then use the Search API to search for the tags.

Method Signature

IMPORTING

Required arguments:

IV_TRIALCOMPONENTNAME TYPE /AWS1/SGMEXPERIMENTENTITYNAME /AWS1/SGMEXPERIMENTENTITYNAME

The name of the component. The name must be unique in your Amazon Web Services account and is not case-sensitive.

Optional arguments:

IV_DISPLAYNAME TYPE /AWS1/SGMEXPERIMENTENTITYNAME /AWS1/SGMEXPERIMENTENTITYNAME

The name of the component as displayed. The name doesn't need to be unique. If DisplayName isn't specified, TrialComponentName is displayed.

IO_STATUS TYPE REF TO /AWS1/CL_SGMTRIALCOMPONENTSTAT /AWS1/CL_SGMTRIALCOMPONENTSTAT

The status of the component. States include:

  • InProgress

  • Completed

  • Failed

IV_STARTTIME TYPE /AWS1/SGMTIMESTAMP /AWS1/SGMTIMESTAMP

When the component started.

IV_ENDTIME TYPE /AWS1/SGMTIMESTAMP /AWS1/SGMTIMESTAMP

When the component ended.

IT_PARAMETERS TYPE /AWS1/CL_SGMTRIALCOMPONENTPR00=>TT_TRIALCOMPONENTPARAMETERS TT_TRIALCOMPONENTPARAMETERS

The hyperparameters for the component.

IT_INPUTARTIFACTS TYPE /AWS1/CL_SGMTRIALCOMPONENTAR00=>TT_TRIALCOMPONENTARTIFACTS TT_TRIALCOMPONENTARTIFACTS

The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types.

IT_OUTPUTARTIFACTS TYPE /AWS1/CL_SGMTRIALCOMPONENTAR00=>TT_TRIALCOMPONENTARTIFACTS TT_TRIALCOMPONENTARTIFACTS

The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images.

IO_METADATAPROPERTIES TYPE REF TO /AWS1/CL_SGMMETADATAPROPERTIES /AWS1/CL_SGMMETADATAPROPERTIES

MetadataProperties

IT_TAGS TYPE /AWS1/CL_SGMTAG=>TT_TAGLIST TT_TAGLIST

A list of tags to associate with the component. You can use Search API to search on the tags.

RETURNING

OO_OUTPUT TYPE REF TO /AWS1/CL_SGMCRETRIALCOMPONEN01 /AWS1/CL_SGMCRETRIALCOMPONEN01