[ aws . iot ]

get-behavior-model-training-summaries

Description

Returns a Device Defender’s ML Detect Security Profile training model’s status.

Requires permission to access the GetBehaviorModelTrainingSummaries action.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

get-behavior-model-training-summaries is a paginated operation. Multiple API calls may be issued in order to retrieve the entire data set of results. You can disable pagination by providing the --no-paginate argument. When using --output text and the --query argument on a paginated response, the --query argument must extract data from the results of the following query expressions: summaries

Synopsis

  get-behavior-model-training-summaries
[--security-profile-name <value>]
[--cli-input-json | --cli-input-yaml]
[--starting-token <value>]
[--page-size <value>]
[--max-items <value>]
[--generate-cli-skeleton <value>]

Options

--security-profile-name (string)

The name of the security profile.

--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.

--starting-token (string)

A token to specify where to start paginating. This is the NextToken from a previously truncated response.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--page-size (integer)

The size of each page to get in the AWS service call. This does not affect the number of items returned in the command’s output. Setting a smaller page size results in more calls to the AWS service, retrieving fewer items in each call. This can help prevent the AWS service calls from timing out.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--max-items (integer)

The total number of items to return in the command’s output. If the total number of items available is more than the value specified, a NextToken is provided in the command’s output. To resume pagination, provide the NextToken value in the starting-token argument of a subsequent command. Do not use the NextToken response element directly outside of the AWS CLI.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--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.

Examples

To list a Device Defender’s ML Detect Security Profile training model’s status

The following get-behavior-model-training-summaries example lists model training status for the configured behaviors in the chosen Security Profile. For each behavior, the name, model status, and percentage of datapoints collected are listed.

aws iot get-behavior-model-training-summaries \
    --security-profile-name MySecuirtyProfileName

Output:

{
    "summaries": [
        {
            "securityProfileName": "MySecuirtyProfileName",
            "behaviorName": "Messages_sent_ML_behavior",
            "modelStatus": "PENDING_BUILD",
            "datapointsCollectionPercentage": 0.0
        },
        {
            "securityProfileName": "MySecuirtyProfileName",
            "behaviorName": "Messages_received_ML_behavior",
            "modelStatus": "PENDING_BUILD",
            "datapointsCollectionPercentage": 0.0
        },
        {
            "securityProfileName": "MySecuirtyProfileName",
            "behaviorName": "Authorization_failures_ML_behavior",
            "modelStatus": "PENDING_BUILD",
            "datapointsCollectionPercentage": 0.0
        },
        {
            "securityProfileName": "MySecuirtyProfileName",
            "behaviorName": "Message_size_ML_behavior",
            "modelStatus": "PENDING_BUILD",
            "datapointsCollectionPercentage": 0.0
        },
        {
            "securityProfileName": "MySecuirtyProfileName",
            "behaviorName": "Connection_attempts_ML_behavior",
            "modelStatus": "PENDING_BUILD",
            "datapointsCollectionPercentage": 0.0
        },
        {
            "securityProfileName": "MySPNoALerts",
            "behaviorName": "Disconnects_ML_behavior",
            "modelStatus": "PENDING_BUILD",
            "datapointsCollectionPercentage": 0.0
        }
    ]
}

For more information, see GetBehaviorModelTrainingSummaries (Detect Commands) in the AWS IoT Developer Guide.

Output

summaries -> (list)

A list of all ML Detect behaviors and their model status for a given Security Profile.

(structure)

The summary of an ML Detect behavior model.

securityProfileName -> (string)

The name of the security profile.

behaviorName -> (string)

The name of the behavior.

trainingDataCollectionStartDate -> (timestamp)

The date a training model started collecting data.

modelStatus -> (string)

The status of the behavior model.

datapointsCollectionPercentage -> (double)

The percentage of datapoints collected.

lastModelRefreshDate -> (timestamp)

The date the model was last refreshed.

nextToken -> (string)

A token that can be used to retrieve the next set of results, or null if there are no additional results.