CfnTrialComponentProps

class aws_cdk.aws_sagemaker.CfnTrialComponentProps(*, trial_component_name, display_name=None, input_artifacts=None, metadata_properties=None, output_artifacts=None, parameters=None, status=None, tags=None)

Bases: object

Properties for defining a CfnTrialComponent.

Parameters:

trial_component_name (str) – The name of the trial component. Must be unique in your AWS account and is not case-sensitive.
display_name (Optional[str]) – The name of the component as displayed. If DisplayName isn’t specified, TrialComponentName is displayed.
input_artifacts (Union[IResolvable, Mapping[str, Union[IResolvable, TrialComponentArtifactProperty, Dict[str, Any]]], None]) – The input artifacts for the component.
metadata_properties (Union[IResolvable, MetadataPropertiesProperty, Dict[str, Any], None]) – Metadata properties of the tracking entity, trial, or trial component.
output_artifacts (Union[IResolvable, Mapping[str, Union[IResolvable, TrialComponentArtifactProperty, Dict[str, Any]]], None]) – The output artifacts for the component.
parameters (Union[IResolvable, Mapping[str, Union[IResolvable, TrialComponentParameterValueProperty, Dict[str, Any]]], None]) – The hyperparameters for the component.
status (Union[IResolvable, TrialComponentStatusProperty, Dict[str, Any], None]) – The status of the trial component.
tags (Optional[Sequence[Union[TagsItemsProperty, Dict[str, Any]]]]) – A list of tags to associate with the trial component.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-trialcomponent.html

ExampleMetadata:

fixture=_generated

Example:

# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker

cfn_trial_component_props = sagemaker.CfnTrialComponentProps(
    trial_component_name="trialComponentName",

    # the properties below are optional
    display_name="displayName",
    input_artifacts={
        "input_artifacts_key": sagemaker.CfnTrialComponent.TrialComponentArtifactProperty(
            value="value",

            # the properties below are optional
            media_type="mediaType"
        )
    },
    metadata_properties=sagemaker.CfnTrialComponent.MetadataPropertiesProperty(
        commit_id="commitId",
        generated_by="generatedBy",
        project_id="projectId",
        repository="repository"
    ),
    output_artifacts={
        "output_artifacts_key": sagemaker.CfnTrialComponent.TrialComponentArtifactProperty(
            value="value",

            # the properties below are optional
            media_type="mediaType"
        )
    },
    parameters={
        "parameters_key": sagemaker.CfnTrialComponent.TrialComponentParameterValueProperty(
            number_value=123,
            string_value="stringValue"
        )
    },
    status=sagemaker.CfnTrialComponent.TrialComponentStatusProperty(
        message="message",
        primary_status="primaryStatus"
    ),
    tags=[sagemaker.CfnTrialComponent.TagsItemsProperty(
        key="key",
        value="value"
    )]
)