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[ aws . frauddetector ]

put-external-model

Description

Creates or updates an Amazon SageMaker model endpoint. You can also use this action to update the configuration of the model endpoint, including the IAM role and/or the mapped variables.

See also: AWS API Documentation

See 'aws help' for descriptions of global parameters.

Synopsis

  put-external-model
--model-endpoint <value>
--model-source <value>
--role <value>
--input-configuration <value>
--output-configuration <value>
--model-endpoint-status <value>
[--cli-input-json <value>]
[--generate-cli-skeleton <value>]

Options

--model-endpoint (string)

The model endpoints name.

--model-source (string)

The source of the model.

Possible values:

  • SAGEMAKER

--role (structure)

The IAM role used to invoke the model endpoint.

Shorthand Syntax:

arn=string,name=string

JSON Syntax:

{
  "arn": "string",
  "name": "string"
}

--input-configuration (structure)

The model endpoint input configuration.

Shorthand Syntax:

format=string,isOpaque=boolean,jsonInputTemplate=string,csvInputTemplate=string

JSON Syntax:

{
  "format": "TEXT_CSV"|"APPLICATION_JSON",
  "isOpaque": true|false,
  "jsonInputTemplate": "string",
  "csvInputTemplate": "string"
}

--output-configuration (structure)

The model endpoint output configuration.

Shorthand Syntax:

format=string,jsonKeyToVariableMap={KeyName1=string,KeyName2=string},csvIndexToVariableMap={KeyName1=string,KeyName2=string}

JSON Syntax:

{
  "format": "TEXT_CSV"|"APPLICATION_JSONLINES",
  "jsonKeyToVariableMap": {"string": "string"
    ...},
  "csvIndexToVariableMap": {"string": "string"
    ...}
}

--model-endpoint-status (string)

The model endpoint’s status in Amazon Fraud Detector.

Possible values:

  • ASSOCIATED
  • DISSOCIATED

--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.

See 'aws help' for descriptions of global parameters.

Output

None