[ aws . frauddetector ]

create-model-version

Description

Creates a version of the model using the specified model type and model id.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  create-model-version
--model-id <value>
--model-type <value>
--training-data-source <value>
--training-data-schema <value>
[--external-events-detail <value>]
[--ingested-events-detail <value>]
[--tags <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--model-id (string)

The model ID.

--model-type (string)

The model type.

Possible values:

• ONLINE_FRAUD_INSIGHTS

• TRANSACTION_FRAUD_INSIGHTS

--training-data-source (string)

The training data source location in Amazon S3.

Possible values:

• EXTERNAL_EVENTS

• INGESTED_EVENTS

--training-data-schema (structure)

The training data schema.

modelVariables -> (list)

The training data schema variables.

(string)

labelSchema -> (structure)

The label schema.

labelMapper -> (map)

The label mapper maps the Amazon Fraud Detector supported model classification labels (FRAUD , LEGIT ) to the appropriate event type labels. For example, if “FRAUD ” and “LEGIT ” are Amazon Fraud Detector supported labels, this mapper could be: {"FRAUD" => ["0"] , "LEGIT" => ["1"]} or {"FRAUD" => ["false"] , "LEGIT" => ["true"]} or {"FRAUD" => ["fraud", "abuse"] , "LEGIT" => ["legit", "safe"]} . The value part of the mapper is a list, because you may have multiple label variants from your event type for a single Amazon Fraud Detector label.

key -> (string)

value -> (list)

(string)

unlabeledEventsTreatment -> (string)

The action to take for unlabeled events.

Shorthand Syntax:

modelVariables=string,string,labelSchema={labelMapper={KeyName1=[string,string],KeyName2=[string,string]},unlabeledEventsTreatment=string}

JSON Syntax:

{
  "modelVariables": ["string", ...],
  "labelSchema": {
    "labelMapper": {"string": ["string", ...]
      ...},
    "unlabeledEventsTreatment": "IGNORE"|"FRAUD"|"LEGIT"
  }
}

--external-events-detail (structure)

Details of the external events data used for model version training. Required if trainingDataSource is EXTERNAL_EVENTS .

dataLocation -> (string)

The Amazon S3 bucket location for the data.

dataAccessRoleArn -> (string)

The ARN of the role that provides Amazon Fraud Detector access to the data location.

Shorthand Syntax:

dataLocation=string,dataAccessRoleArn=string

JSON Syntax:

{
  "dataLocation": "string",
  "dataAccessRoleArn": "string"
}

--ingested-events-detail (structure)

Details of the ingested events data used for model version training. Required if trainingDataSource is INGESTED_EVENTS .

ingestedEventsTimeWindow -> (structure)

The start and stop time of the ingested events.

startTime -> (string)

Timestamp of the first ingensted event.

endTime -> (string)

Timestamp of the final ingested event.

Shorthand Syntax:

ingestedEventsTimeWindow={startTime=string,endTime=string}

JSON Syntax:

{
  "ingestedEventsTimeWindow": {
    "startTime": "string",
    "endTime": "string"
  }
}

--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

modelId -> (string)

The model ID.

modelType -> (string)

The model type.

modelVersionNumber -> (string)

The model version number of the model version created.

status -> (string)

The model version status.