AWS CLI Command Reference

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[ aws . sagemaker ]

update-trial-component

Description

Updates one or more properties of a trial component.

See also: AWS API Documentation

Synopsis

  update-trial-component
--trial-component-name <value>
[--display-name <value>]
[--status <value>]
[--start-time <value>]
[--end-time <value>]
[--parameters <value>]
[--parameters-to-remove <value>]
[--input-artifacts <value>]
[--input-artifacts-to-remove <value>]
[--output-artifacts <value>]
[--output-artifacts-to-remove <value>]
[--cli-input-json <value>]
[--generate-cli-skeleton <value>]
[--debug]
[--endpoint-url <value>]
[--no-verify-ssl]
[--no-paginate]
[--output <value>]
[--query <value>]
[--profile <value>]
[--region <value>]
[--version <value>]
[--color <value>]
[--no-sign-request]
[--ca-bundle <value>]
[--cli-read-timeout <value>]
[--cli-connect-timeout <value>]

Options

--trial-component-name (string)

The name of the component to update.

--display-name (string)

The name of the component as displayed. The name doesn't need to be unique. If DisplayName isn't specified, TrialComponentName is displayed.

--status (structure)

The new status of the component.

PrimaryStatus -> (string)

The status of the trial component.

Message -> (string)

If the component failed, a message describing why.

Shorthand Syntax:

PrimaryStatus=string,Message=string

JSON Syntax:

{
  "PrimaryStatus": "InProgress"|"Completed"|"Failed"|"Stopping"|"Stopped",
  "Message": "string"
}

--start-time (timestamp)

When the component started.

--end-time (timestamp)

When the component ended.

--parameters (map)

Replaces all of the component's hyperparameters with the specified hyperparameters or add new hyperparameters. Existing hyperparameters are replaced if the trial component is updated with an identical hyperparameter key.

key -> (string)

value -> (structure)

The value of a hyperparameter. Only one of NumberValue or StringValue can be specified.

This object is specified in the CreateTrialComponent request.

StringValue -> (string)

The string value of a categorical hyperparameter. If you specify a value for this parameter, you can't specify the NumberValue parameter.

NumberValue -> (double)

The numeric value of a numeric hyperparameter. If you specify a value for this parameter, you can't specify the StringValue parameter.

Shorthand Syntax:

KeyName1=StringValue=string,NumberValue=double,KeyName2=StringValue=string,NumberValue=double

JSON Syntax:

{"string": {
      "StringValue": "string",
      "NumberValue": double
    }
  ...}

--parameters-to-remove (list)

The hyperparameters to remove from the component.

(string)

Syntax:

"string" "string" ...

--input-artifacts (map)

Replaces all of the component's input artifacts with the specified artifacts or adds new input artifacts. Existing input artifacts are replaced if the trial component is updated with an identical input artifact key.

key -> (string)

value -> (structure)

Represents an input or output artifact of a trial component. You specify TrialComponentArtifact as part of the InputArtifacts and OutputArtifacts parameters in the CreateTrialComponent request.

Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types. Examples of output artifacts are metrics, snapshots, logs, and images.

MediaType -> (string)

The media type of the artifact, which indicates the type of data in the artifact file. The media type consists of a type and a subtype concatenated with a slash (/) character, for example, text/csv, image/jpeg, and s3/uri. The type specifies the category of the media. The subtype specifies the kind of data.

Value -> (string)

The location of the artifact.

Shorthand Syntax:

KeyName1=MediaType=string,Value=string,KeyName2=MediaType=string,Value=string

JSON Syntax:

{"string": {
      "MediaType": "string",
      "Value": "string"
    }
  ...}

--input-artifacts-to-remove (list)

The input artifacts to remove from the component.

(string)

Syntax:

"string" "string" ...

--output-artifacts (map)

Replaces all of the component's output artifacts with the specified artifacts or adds new output artifacts. Existing output artifacts are replaced if the trial component is updated with an identical output artifact key.

key -> (string)

value -> (structure)

Represents an input or output artifact of a trial component. You specify TrialComponentArtifact as part of the InputArtifacts and OutputArtifacts parameters in the CreateTrialComponent request.

Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types. Examples of output artifacts are metrics, snapshots, logs, and images.

MediaType -> (string)

The media type of the artifact, which indicates the type of data in the artifact file. The media type consists of a type and a subtype concatenated with a slash (/) character, for example, text/csv, image/jpeg, and s3/uri. The type specifies the category of the media. The subtype specifies the kind of data.

Value -> (string)

The location of the artifact.

Shorthand Syntax:

KeyName1=MediaType=string,Value=string,KeyName2=MediaType=string,Value=string

JSON Syntax:

{"string": {
      "MediaType": "string",
      "Value": "string"
    }
  ...}

--output-artifacts-to-remove (list)

The output artifacts to remove from the component.

(string)

Syntax:

"string" "string" ...

--cli-input-json (string) Performs service operation based on the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, the CLI 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.

--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. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

Global Options

--debug (boolean)

Turn on debug logging.

--endpoint-url (string)

Override command's default URL with the given URL.

--no-verify-ssl (boolean)

By default, the AWS CLI uses SSL when communicating with AWS services. For each SSL connection, the AWS CLI will verify SSL certificates. This option overrides the default behavior of verifying SSL certificates.

--no-paginate (boolean)

Disable automatic pagination.

--output (string)

The formatting style for command output.

  • json
  • text
  • table

--query (string)

A JMESPath query to use in filtering the response data.

--profile (string)

Use a specific profile from your credential file.

--region (string)

The region to use. Overrides config/env settings.

--version (string)

Display the version of this tool.

--color (string)

Turn on/off color output.

  • on
  • off
  • auto

--no-sign-request (boolean)

Do not sign requests. Credentials will not be loaded if this argument is provided.

--ca-bundle (string)

The CA certificate bundle to use when verifying SSL certificates. Overrides config/env settings.

--cli-read-timeout (int)

The maximum socket read time in seconds. If the value is set to 0, the socket read will be blocking and not timeout. The default value is 60 seconds.

--cli-connect-timeout (int)

The maximum socket connect time in seconds. If the value is set to 0, the socket connect will be blocking and not timeout. The default value is 60 seconds.

Output

TrialComponentArn -> (string)

The Amazon Resource Name (ARN) of the trial component.