[ aws . sagemaker ]

list-training-jobs

Description

Lists training jobs.

Note

When StatusEquals and MaxResults are set at the same time, the MaxResults number of training jobs are first retrieved ignoring the StatusEquals parameter and then they are filtered by the StatusEquals parameter, which is returned as a response. For example, if ListTrainingJobs is invoked with the following parameters:

{ ... MaxResults: 100, StatusEquals: InProgress ... }

Then, 100 trainings jobs with any status including those other than InProgress are selected first (sorted according the creation time, from the latest to the oldest) and those with status InProgress are returned.

You can quickly test the API using the following AWS CLI code.

aws sagemaker list-training-jobs --max-results 100 --status-equals InProgress

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

list-training-jobs 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: TrainingJobSummaries

Synopsis

  list-training-jobs
[--creation-time-after <value>]
[--creation-time-before <value>]
[--last-modified-time-after <value>]
[--last-modified-time-before <value>]
[--name-contains <value>]
[--status-equals <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 training jobs created after the specified time (timestamp).

--creation-time-before (timestamp)

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

--last-modified-time-after (timestamp)

A filter that returns only training jobs modified after the specified time (timestamp).

--last-modified-time-before (timestamp)

A filter that returns only training jobs modified before the specified time (timestamp).

--name-contains (string)

A string in the training job name. This filter returns only training jobs whose name contains the specified string.

--status-equals (string)

A filter that retrieves only training jobs with a specific status.

Possible values:

• InProgress

• Completed

• Failed

• Stopping

• Stopped

--sort-by (string)

The field to sort results by. The default is CreationTime .

Possible values:

• Name

• CreationTime

• Status

--sort-order (string)

The sort order for 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

TrainingJobSummaries -> (list)

An array of TrainingJobSummary objects, each listing a training job.

(structure)

Provides summary information about a training job.

TrainingJobName -> (string)

The name of the training job that you want a summary for.

TrainingJobArn -> (string)

The Amazon Resource Name (ARN) of the training job.

CreationTime -> (timestamp)

A timestamp that shows when the training job was created.

TrainingEndTime -> (timestamp)

A timestamp that shows when the training job ended. This field is set only if the training job has one of the terminal statuses (Completed , Failed , or Stopped ).

LastModifiedTime -> (timestamp)

Timestamp when the training job was last modified.

TrainingJobStatus -> (string)

The status of the training job.

NextToken -> (string)

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