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[ aws . lookoutequipment ]

import-model-version

Description

Imports a model that has been trained successfully.

See also: AWS API Documentation

Synopsis

  import-model-version
--source-model-version-arn <value>
[--model-name <value>]
--dataset-name <value>
[--labels-input-configuration <value>]
[--client-token <value>]
[--role-arn <value>]
[--server-side-kms-key-id <value>]
[--tags <value>]
[--inference-data-import-strategy <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

--source-model-version-arn (string)

The Amazon Resource Name (ARN) of the model version to import.

--model-name (string)

The name for the machine learning model to be created. If the model already exists, Amazon Lookout for Equipment creates a new version. If you do not specify this field, it is filled with the name of the source model.

--dataset-name (string)

The name of the dataset for the machine learning model being imported.

--labels-input-configuration (structure)

Contains the configuration information for the S3 location being used to hold label data.

S3InputConfiguration -> (structure)

Contains location information for the S3 location being used for label data.

Bucket -> (string)

The name of the S3 bucket holding the label data.

Prefix -> (string)

The prefix for the S3 bucket used for the label data.

LabelGroupName -> (string)

The name of the label group to be used for label data.

Shorthand Syntax:

S3InputConfiguration={Bucket=string,Prefix=string},LabelGroupName=string

JSON Syntax:

{
  "S3InputConfiguration": {
    "Bucket": "string",
    "Prefix": "string"
  },
  "LabelGroupName": "string"
}

--client-token (string)

A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.

--role-arn (string)

The Amazon Resource Name (ARN) of a role with permission to access the data source being used to create the machine learning model.

--server-side-kms-key-id (string)

Provides the identifier of the KMS key key used to encrypt model data by Amazon Lookout for Equipment.

--tags (list)

The tags associated with the machine learning model to be created.

(structure)

A tag is a key-value pair that can be added to a resource as metadata.

Key -> (string)

The key for the specified tag.

Value -> (string)

The value for the specified tag.

Shorthand Syntax:

Key=string,Value=string ...

JSON Syntax:

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

--inference-data-import-strategy (string)

Indicates how to import the accumulated inference data when a model version is imported. The possible values are as follows:

• NO_IMPORT – Don't import the data.
• ADD_WHEN_EMPTY – Only import the data from the source model if there is no existing data in the target model.
• OVERWRITE – Import the data from the source model and overwrite the existing data in the target model.

Possible values:

• NO_IMPORT
• ADD_WHEN_EMPTY
• OVERWRITE

--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

ModelName -> (string)

The name for the machine learning model.

ModelArn -> (string)

The Amazon Resource Name (ARN) of the model being created.

ModelVersionArn -> (string)

The Amazon Resource Name (ARN) of the model version being created.

ModelVersion -> (long)

The version of the model being created.

Status -> (string)

The status of the ImportModelVersion operation.