[ aws . sagemaker ]

get-search-suggestions

Description

An auto-complete API for the search functionality in the Amazon SageMaker console. It returns suggestions of possible matches for the property name to use in Search queries. Provides suggestions for HyperParameters , Tags , and Metrics .

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  get-search-suggestions
--resource <value>
[--suggestion-query <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--resource (string)

The name of the Amazon SageMaker resource to search for.

Possible values:

• TrainingJob

• Experiment

• ExperimentTrial

• ExperimentTrialComponent

• Endpoint

• ModelPackage

• ModelPackageGroup

• Pipeline

• PipelineExecution

• FeatureGroup

• Project

• FeatureMetadata

--suggestion-query (structure)

Limits the property names that are included in the response.

PropertyNameQuery -> (structure)

Defines a property name hint. Only property names that begin with the specified hint are included in the response.

PropertyNameHint -> (string)

Text that begins a property’s name.

Shorthand Syntax:

PropertyNameQuery={PropertyNameHint=string}

JSON Syntax:

{
  "PropertyNameQuery": {
    "PropertyNameHint": "string"
  }
}

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally. This may not be specified along with --cli-input-yaml.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command. The generated JSON skeleton is not stable between versions of the AWS CLI and there are no backwards compatibility guarantees in the JSON skeleton generated.

See ‘aws help’ for descriptions of global parameters.

Output

PropertyNameSuggestions -> (list)

A list of property names for a Resource that match a SuggestionQuery .

(structure)

A property name returned from a GetSearchSuggestions call that specifies a value in the PropertyNameQuery field.

PropertyName -> (string)

A suggested property name based on what you entered in the search textbox in the Amazon SageMaker console.