[ aws . sagemaker ]

list-algorithms

Description

Lists the machine learning algorithms that have been created.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

list-algorithms is a paginated operation. Multiple API calls may be issued in order to retrieve the entire data set of results. You can disable pagination by providing the --no-paginate argument. When using --output text and the --query argument on a paginated response, the --query argument must extract data from the results of the following query expressions: AlgorithmSummaryList

Synopsis

  list-algorithms
[--creation-time-after <value>]
[--creation-time-before <value>]
[--name-contains <value>]
[--sort-by <value>]
[--sort-order <value>]
[--cli-input-json | --cli-input-yaml]
[--starting-token <value>]
[--page-size <value>]
[--max-items <value>]
[--generate-cli-skeleton <value>]

Options

--creation-time-after (timestamp)

A filter that returns only algorithms created after the specified time (timestamp).

--creation-time-before (timestamp)

A filter that returns only algorithms created before the specified time (timestamp).

--name-contains (string)

A string in the algorithm name. This filter returns only algorithms whose name contains the specified string.

--sort-by (string)

The parameter by which to sort the results. The default is CreationTime .

Possible values:

• Name

• CreationTime

--sort-order (string)

The sort order for the results. The default is Ascending .

Possible values:

• Ascending

• Descending

--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.

--starting-token (string)

A token to specify where to start paginating. This is the NextToken from a previously truncated response.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--page-size (integer)

The size of each page to get in the AWS service call. This does not affect the number of items returned in the command’s output. Setting a smaller page size results in more calls to the AWS service, retrieving fewer items in each call. This can help prevent the AWS service calls from timing out.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--max-items (integer)

The total number of items to return in the command’s output. If the total number of items available is more than the value specified, a NextToken is provided in the command’s output. To resume pagination, provide the NextToken value in the starting-token argument of a subsequent command. Do not use the NextToken response element directly outside of the AWS CLI.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--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.

See ‘aws help’ for descriptions of global parameters.

Output

AlgorithmSummaryList -> (list)

>An array of AlgorithmSummary objects, each of which lists an algorithm.

(structure)

Provides summary information about an algorithm.

AlgorithmName -> (string)

The name of the algorithm that is described by the summary.

AlgorithmArn -> (string)

The Amazon Resource Name (ARN) of the algorithm.

AlgorithmDescription -> (string)

A brief description of the algorithm.

CreationTime -> (timestamp)

A timestamp that shows when the algorithm was created.

AlgorithmStatus -> (string)

The overall status of the algorithm.

NextToken -> (string)

If the response is truncated, Amazon SageMaker returns this token. To retrieve the next set of algorithms, use it in the subsequent request.