NAME

Paws::SageMaker::Search - Arguments for method Search on Paws::SageMaker

DESCRIPTION

This class represents the parameters used for calling the method Search on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method Search.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to Search.

SYNOPSIS

    my $api.sagemaker = Paws->service('SageMaker');
    my $SearchResponse = $api . sagemaker->Search(
      Resource         => 'TrainingJob',
      MaxResults       => 1,                # OPTIONAL
      NextToken        => 'MyNextToken',    # OPTIONAL
      SearchExpression => {
        Filters => [
          {
            Name     => 'MyResourcePropertyName',    # min: 1, max: 255
            Operator => 'Equals'
            , # values: Equals, NotEquals, GreaterThan, GreaterThanOrEqualTo, LessThan, LessThanOrEqualTo, Contains, Exists, NotExists, In; OPTIONAL
            Value => 'MyFilterValue',    # min: 1, max: 1024; OPTIONAL
          },
          ...
        ],    # min: 1, max: 20; OPTIONAL
        NestedFilters => [
          {
            Filters => [
              {
                Name     => 'MyResourcePropertyName',    # min: 1, max: 255
                Operator => 'Equals'
                , # values: Equals, NotEquals, GreaterThan, GreaterThanOrEqualTo, LessThan, LessThanOrEqualTo, Contains, Exists, NotExists, In; OPTIONAL
                Value => 'MyFilterValue',    # min: 1, max: 1024; OPTIONAL
              },
              ...
            ],    # min: 1, max: 20; OPTIONAL
            NestedPropertyName => 'MyResourcePropertyName',   # min: 1, max: 255
          },
          ...
        ],    # min: 1, max: 20; OPTIONAL
        Operator       => 'And',                     # values: And, Or; OPTIONAL
        SubExpressions => [ <SearchExpression>, ... ]
        ,                                            # min: 1, max: 20; OPTIONAL
      },    # OPTIONAL
      SortBy    => 'MyResourcePropertyName',    # OPTIONAL
      SortOrder => 'Ascending',                 # OPTIONAL
    );
    # Results:
    my $NextToken = $SearchResponse->NextToken;
    my $Results   = $SearchResponse->Results;
    # Returns a L<Paws::SageMaker::SearchResponse> 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/Search>

ATTRIBUTES

MaxResults => Int

The maximum number of results to return.

NextToken => Str

If more than "MaxResults" resources match the specified "SearchExpression", the response includes a "NextToken". The "NextToken" can be passed to the next "SearchRequest" to continue retrieving results.

REQUIRED Resource => Str

The name of the Amazon SageMaker resource to search for.

Valid values are: "TrainingJob", "Experiment", "ExperimentTrial", "ExperimentTrialComponent", "Endpoint", "ModelPackage", "ModelPackageGroup", "Pipeline", "PipelineExecution", "FeatureGroup"

SearchExpression => Paws::SageMaker::SearchExpression

A Boolean conditional statement. Resources must satisfy this condition to be included in search results. You must provide at least one subexpression, filter, or nested filter. The maximum number of recursive "SubExpressions", "NestedFilters", and "Filters" that can be included in a "SearchExpression" object is 50.

SortBy => Str

The name of the resource property used to sort the "SearchResults". The default is "LastModifiedTime".

SortOrder => Str

How "SearchResults" are ordered. Valid values are "Ascending" or "Descending". The default is "Descending".

Valid values are: "Ascending", "Descending"

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>