[ aws . sagemaker ]

create-edge-packaging-job

Description

Starts a SageMaker Edge Manager model packaging job. Edge Manager will use the model artifacts from the Amazon Simple Storage Service bucket that you specify. After the model has been packaged, Amazon SageMaker saves the resulting artifacts to an S3 bucket that you specify.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  create-edge-packaging-job
--edge-packaging-job-name <value>
--compilation-job-name <value>
--model-name <value>
--model-version <value>
--role-arn <value>
--output-config <value>
[--resource-key <value>]
[--tags <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--edge-packaging-job-name (string)

The name of the edge packaging job.

--compilation-job-name (string)

The name of the SageMaker Neo compilation job that will be used to locate model artifacts for packaging.

--model-name (string)

The name of the model.

--model-version (string)

The version of the model.

--role-arn (string)

The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to download and upload the model, and to contact SageMaker Neo.

--output-config (structure)

Provides information about the output location for the packaged model.

S3OutputLocation -> (string)

The Amazon Simple Storage (S3) bucker URI.

KmsKeyId -> (string)

The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume after compilation job. If you don’t provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role’s account.

Shorthand Syntax:

S3OutputLocation=string,KmsKeyId=string

JSON Syntax:

{
  "S3OutputLocation": "string",
  "KmsKeyId": "string"
}

--resource-key (string)

The CMK to use when encrypting the EBS volume the edge packaging job runs on.

--tags (list)

Creates tags for the packaging job.

(structure)

Describes a tag.

Key -> (string)

The tag key.

Value -> (string)

The tag value.

Shorthand Syntax:

Key=string,Value=string ...

JSON Syntax:

[
  {
    "Key": "string",
    "Value": "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.

See ‘aws help’ for descriptions of global parameters.

Output

None