AWS CLI Command Reference

[ aws . lookoutvision ]

describe-model-packaging-job

Description

Describes an Amazon Lookout for Vision model packaging job.

This operation requires permissions to perform the lookoutvision:DescribeModelPackagingJob operation.

For more information, see Using your Amazon Lookout for Vision model on an edge device in the Amazon Lookout for Vision Developer Guide.

See also: AWS API Documentation

Synopsis

  describe-model-packaging-job
--project-name <value>
--job-name <value>
[--cli-input-json | --cli-input-yaml]
[--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>]
[--cli-binary-format <value>]
[--no-cli-pager]
[--cli-auto-prompt]
[--no-cli-auto-prompt]

Options

--project-name (string)

The name of the project that contains the model packaging job that you want to describe.

--job-name (string)

The job name for the model packaging job.

--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.

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

  • yaml

  • yaml-stream

--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.

--cli-binary-format (string)

The formatting style to be used for binary blobs. The default format is base64. The base64 format expects binary blobs to be provided as a base64 encoded string. The raw-in-base64-out format preserves compatibility with AWS CLI V1 behavior and binary values must be passed literally. When providing contents from a file that map to a binary blob fileb:// will always be treated as binary and use the file contents directly regardless of the cli-binary-format setting. When using file:// the file contents will need to properly formatted for the configured cli-binary-format.

  • base64

  • raw-in-base64-out

--no-cli-pager (boolean)

Disable cli pager for output.

--cli-auto-prompt (boolean)

Automatically prompt for CLI input parameters.

--no-cli-auto-prompt (boolean)

Disable automatically prompt for CLI input parameters.

Output

ModelPackagingDescription -> (structure)

The description of the model packaging job.

JobName -> (string)

The name of the model packaging job.

ProjectName -> (string)

The name of the project that’s associated with a model that’s in the model package.

ModelVersion -> (string)

The version of the model used in the model packaging job.

ModelPackagingConfiguration -> (structure)

The configuration information used in the model packaging job.

Greengrass -> (structure)

Configuration information for the AWS IoT Greengrass component in a model packaging job.

CompilerOptions -> (string)

Additional compiler options for the Greengrass component. Currently, only NVIDIA Graphics Processing Units (GPU) and CPU accelerators are supported. If you specify TargetDevice , don’t specify CompilerOptions .

For more information, see Compiler options in the Amazon Lookout for Vision Developer Guide.

TargetDevice -> (string)

The target device for the model. Currently the only supported value is jetson_xavier . If you specify TargetDevice , you can’t specify TargetPlatform .

TargetPlatform -> (structure)

The target platform for the model. If you specify TargetPlatform , you can’t specify TargetDevice .

Os -> (string)

The target operating system for the model. Linux is the only operating system that is currently supported.

Arch -> (string)

The target architecture for the model. The currently supported architectures are X86_64 (64-bit version of the x86 instruction set) and ARM_64 (ARMv8 64-bit CPU).

Accelerator -> (string)

The target accelerator for the model. Currently, Amazon Lookout for Vision only supports NVIDIA (Nvidia graphics processing unit) and CPU accelerators. If you specify NVIDIA as an accelerator, you must also specify the gpu-code , trt-ver , and cuda-ver compiler options. If you don’t specify an accelerator, Lookout for Vision uses the CPU for compilation and we highly recommend that you use the GreengrassConfiguration$CompilerOptions field. For example, you can use the following compiler options for CPU:

  • mcpu : CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'}

  • mattr : CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}

S3OutputLocation -> (structure)

An S3 location in which Lookout for Vision stores the component artifacts.

Bucket -> (string)

The S3 bucket that contains the training or model packaging job output. If you are training a model, the bucket must in your AWS account. If you use an S3 bucket for a model packaging job, the S3 bucket must be in the same AWS Region and AWS account in which you use AWS IoT Greengrass.

Prefix -> (string)

The path of the folder, within the S3 bucket, that contains the output.

ComponentName -> (string)

A name for the AWS IoT Greengrass component.

ComponentVersion -> (string)

A Version for the AWS IoT Greengrass component. If you don’t provide a value, a default value of `` Model Version .0.0`` is used.

ComponentDescription -> (string)

A description for the AWS IoT Greengrass component.

Tags -> (list)

A set of tags (key-value pairs) that you want to attach to the AWS IoT Greengrass component.

(structure)

A key and value pair that is attached to the specified Amazon Lookout for Vision model.

Key -> (string)

The key of the tag that is attached to the specified model.

Value -> (string)

The value of the tag that is attached to the specified model.

ModelPackagingJobDescription -> (string)

The description for the model packaging job.

ModelPackagingMethod -> (string)

The AWS service used to package the job. Currently Lookout for Vision can package jobs with AWS IoT Greengrass.

ModelPackagingOutputDetails -> (structure)

Information about the output of the model packaging job. For more information, see DescribeModelPackagingJob .

Greengrass -> (structure)

Information about the AWS IoT Greengrass component in a model packaging job.

ComponentVersionArn -> (string)

The Amazon Resource Name (ARN) of the component.

ComponentName -> (string)

The name of the component.

ComponentVersion -> (string)

The version of the component.

Status -> (string)

The status of the model packaging job.

StatusMessage -> (string)

The status message for the model packaging job.

CreationTimestamp -> (timestamp)

The Unix timestamp for the time and date that the model packaging job was created.

LastUpdatedTimestamp -> (timestamp)

The Unix timestamp for the time and date that the model packaging job was last updated.

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