[ 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>
--invoke-model-endpoint-role-arn <value>
--input-configuration <value>
--output-configuration <value>
--model-endpoint-status <value>
[--tags <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--model-endpoint (string)

The model endpoints name.

--model-source (string)

The source of the model.

Possible values:

• SAGEMAKER

--invoke-model-endpoint-role-arn (string)

The IAM role used to invoke the model endpoint.

--input-configuration (structure)

The model endpoint input configuration.

eventTypeName -> (string)

The event type name.

format -> (string)

The format of the model input configuration. The format differs depending on if it is passed through to SageMaker or constructed by Amazon Fraud Detector.

useEventVariables -> (boolean)

The event variables.

jsonInputTemplate -> (string)

Template for constructing the JSON input-data sent to SageMaker. At event-evaluation, the placeholders for variable names in the template will be replaced with the variable values before being sent to SageMaker.

csvInputTemplate -> (string)

Template for constructing the CSV input-data sent to SageMaker. At event-evaluation, the placeholders for variable-names in the template will be replaced with the variable values before being sent to SageMaker.

Shorthand Syntax:

eventTypeName=string,format=string,useEventVariables=boolean,jsonInputTemplate=string,csvInputTemplate=string

JSON Syntax:

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

--output-configuration (structure)

The model endpoint output configuration.

format -> (string)

The format of the model output configuration.

jsonKeyToVariableMap -> (map)

A map of JSON keys in response from SageMaker to the Amazon Fraud Detector variables.

key -> (string)

value -> (string)

csvIndexToVariableMap -> (map)

A map of CSV index values in the SageMaker response to the Amazon Fraud Detector variables.

key -> (string)

value -> (string)

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

--tags (list)

A collection of key and value pairs.

(structure)

A key and value pair.

key -> (string)

A tag key.

value -> (string)

A value assigned to a tag key.

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