Module Values_1.CreateTrialComponentRequestSource

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.

Sourcetype nonrec t = {
  1. trialComponentName : Values_0.ExperimentEntityName.t;
    (*

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

    *)
  2. displayName : Values_0.ExperimentEntityName.t option;
    (*

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

    *)
  3. status : TrialComponentStatus.t option;
    (*

    The status of the component. States include: InProgress Completed Failed

    *)
  4. startTime : Values_0.Timestamp.t option;
    (*

    When the component started.

    *)
  5. endTime : Values_0.Timestamp.t option;
    (*

    When the component ended.

    *)
  6. parameters : TrialComponentParameters.t option;
    (*

    The hyperparameters for the component.

    *)
  7. inputArtifacts : TrialComponentArtifacts.t option;
    (*

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

    *)
  8. outputArtifacts : TrialComponentArtifacts.t option;
    (*

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

    *)
  9. metadataProperties : Values_0.MetadataProperties.t option;
  10. tags : Values_0.TagList.t option;
    (*

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

    *)
}
Sourceval context_ : string
Sourceval make : ?displayName:??? -> ?status:??? -> ?startTime:??? -> ?endTime:??? -> ?parameters:??? -> ?inputArtifacts:??? -> ?outputArtifacts:??? -> ?metadataProperties:??? -> ?tags:??? -> trialComponentName:Values_0.ExperimentEntityName.t -> unit -> t
Sourceval to_value : t -> [> `Structure of (string * [> `List of [> `Structure of (string * [> `String of string ]) list ] list | `Map of ([> `String of TrialComponentKey320.t ] * [> `Structure of (string * [> `Double of DoubleParameterValue.t | `String of Values_0.StringParameterValue.t ]) list ]) list | `String of Values_0.ExperimentEntityName.t | `Structure of (string * [> `Enum of string | `String of TrialComponentStatusMessage.t ]) list | `Timestamp of Values_0.Timestamp.t ]) list ]
Sourceval to_query : t -> Awso.Client.Query.t
Sourceval of_xml : Awso.Xml.t -> t
Sourceval of_string : string -> t
Sourceval of_json : Yojson.Safe.t -> t
Sourceval to_json : t -> Yojson.Safe.t