NAME
Paws::SageMaker::CreateTrialComponent - Arguments for method CreateTrialComponent on Paws::SageMaker
DESCRIPTION
This class represents the parameters used for calling the method CreateTrialComponent on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method CreateTrialComponent.
You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateTrialComponent.
SYNOPSIS
my $api.sagemaker = Paws->service('SageMaker');
my $CreateTrialComponentResponse = $api . sagemaker->CreateTrialComponent(
TrialComponentName => 'MyExperimentEntityName',
DisplayName => 'MyExperimentEntityName', # OPTIONAL
EndTime => '1970-01-01T01:00:00', # OPTIONAL
InputArtifacts => {
'MyTrialComponentKey64' => {
Value => 'MyTrialComponentArtifactValue', # max: 2048
MediaType => 'MyMediaType', # max: 64; OPTIONAL
}, # key: max: 64
}, # OPTIONAL
MetadataProperties => {
CommitId => 'MyMetadataPropertyValue', # max: 1024; OPTIONAL
GeneratedBy => 'MyMetadataPropertyValue', # max: 1024; OPTIONAL
ProjectId => 'MyMetadataPropertyValue', # max: 1024; OPTIONAL
Repository => 'MyMetadataPropertyValue', # max: 1024; OPTIONAL
}, # OPTIONAL
OutputArtifacts => {
'MyTrialComponentKey64' => {
Value => 'MyTrialComponentArtifactValue', # max: 2048
MediaType => 'MyMediaType', # max: 64; OPTIONAL
}, # key: max: 64
}, # OPTIONAL
Parameters => {
'MyTrialComponentKey256' => {
NumberValue => 1, # OPTIONAL
StringValue => 'MyStringParameterValue', # max: 256; OPTIONAL
}, # key: max: 256
}, # OPTIONAL
StartTime => '1970-01-01T01:00:00', # OPTIONAL
Status => {
Message => 'MyTrialComponentStatusMessage', # max: 1024; OPTIONAL
PrimaryStatus => 'InProgress'
, # values: InProgress, Completed, Failed, Stopping, Stopped; OPTIONAL
}, # OPTIONAL
Tags => [
{
Key => 'MyTagKey', # min: 1, max: 128
Value => 'MyTagValue', # max: 256
},
...
], # OPTIONAL
);
# Results:
my $TrialComponentArn = $CreateTrialComponentResponse->TrialComponentArn;
# Returns a L<Paws::SageMaker::CreateTrialComponentResponse> object.Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see https://docs.aws.amazon.com/goto/WebAPI/api.sagemaker/CreateTrialComponent
ATTRIBUTES
DisplayName => Str
The name of the component as displayed. The name doesn't need to be unique. If DisplayName isn't specified, TrialComponentName is displayed.
EndTime => Str
When the component ended.
InputArtifacts => Paws::SageMaker::TrialComponentArtifacts
The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types.
MetadataProperties => Paws::SageMaker::MetadataProperties
OutputArtifacts => Paws::SageMaker::TrialComponentArtifacts
The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images.
Parameters => Paws::SageMaker::TrialComponentParameters
The hyperparameters for the component.
StartTime => Str
When the component started.
Status => Paws::SageMaker::TrialComponentStatus
The status of the component. States include:
InProgress
Completed
Failed
Tags => ArrayRef[Paws::SageMaker::Tag]
A list of tags to associate with the component. You can use Search API to search on the tags.
REQUIRED TrialComponentName => Str
The name of the component. The name must be unique in your Amazon Web Services account and is not case-sensitive.
SEE ALSO
This class forms part of Paws, documenting arguments for method CreateTrialComponent in Paws::SageMaker
BUGS and CONTRIBUTIONS
The source code is located here: https://github.com/pplu/aws-sdk-perl
Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues