[ aws . frauddetector ]

get-prediction

Description

Evaluates an event against a detector version. If a version ID is not provided, the detector’s (ACTIVE ) version is used.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  get-prediction
--detector-id <value>
[--detector-version-id <value>]
--event-id <value>
[--event-attributes <value>]
[--external-model-endpoint-data-blobs <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]
[--cli-auto-prompt <value>]

Options

--detector-id (string)

The detector ID.

--detector-version-id (string)

The detector version ID.

--event-id (string)

The unique ID used to identify the event.

--event-attributes (map)

Names of variables you defined in Amazon Fraud Detector to represent event data elements and their corresponding values for the event you are sending for evaluation.

key -> (string)

value -> (string)

Shorthand Syntax:

KeyName1=string,KeyName2=string

JSON Syntax:

{"string": "string"
  ...}

--external-model-endpoint-data-blobs (map)

The Amazon SageMaker model endpoint input data blobs.

key -> (string)

value -> (structure)

A pre-formed Amazon SageMaker model input you can include if your detector version includes an imported Amazon SageMaker model endpoint with pass-through input configuration.

byteBuffer -> (blob)

The byte buffer of the Amazon SageMaker model endpoint input data blob.

contentType -> (string)

The content type of the Amazon SageMaker model endpoint input data blob.

Shorthand Syntax:

KeyName1=byteBuffer=blob,contentType=string,KeyName2=byteBuffer=blob,contentType=string

JSON Syntax:

{"string": {
      "byteBuffer": blob,
      "contentType": "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.

--cli-auto-prompt (boolean) Automatically prompt for CLI input parameters.

See ‘aws help’ for descriptions of global parameters.

Output

outcomes -> (list)

The prediction outcomes.

(string)

modelScores -> (list)

The model scores for models used in the detector version.

(structure)

The fraud prediction scores.

modelVersion -> (structure)

The model version.

modelId -> (string)

The model ID.

modelType -> (string)

The model type.

modelVersionNumber -> (string)

The model version number.

arn -> (string)

The model version ARN.

scores -> (map)

The model’s fraud prediction scores.

key -> (string)

value -> (float)

ruleResults -> (list)

The rule results in the prediction.

(structure)

The rule results.

ruleId -> (string)

The rule ID that was matched, based on the rule execution mode.

outcomes -> (list)

The outcomes of the matched rule, based on the rule execution mode.

(string)