Amazon Sagemaker Edge Manager

Use to get the active deployments from a device.

See also: AWS API Documentation

Request Syntax

client.get_deployments(
    DeviceName='string',
    DeviceFleetName='string'
)

type DeviceName

string

param DeviceName

[REQUIRED]

The unique name of the device you want to get the configuration of active deployments from.

type DeviceFleetName

string

param DeviceFleetName

[REQUIRED]

The name of the fleet that the device belongs to.

rtype

dict

returns

Response Syntax

{
    'Deployments': [
        {
            'DeploymentName': 'string',
            'Type': 'Model',
            'FailureHandlingPolicy': 'ROLLBACK_ON_FAILURE'|'DO_NOTHING',
            'Definitions': [
                {
                    'ModelHandle': 'string',
                    'S3Url': 'string',
                    'Checksum': {
                        'Type': 'SHA1',
                        'Sum': 'string'
                    },
                    'State': 'DEPLOY'|'UNDEPLOY'
                },
            ]
        },
    ]
}

Response Structure

• (dict) --

  • Deployments (list) --

    Returns a list of the configurations of the active deployments on the device.

    • (dict) --

      Information about a deployment on an edge device that is registered with SageMaker Edge Manager.

      • DeploymentName (string) --

        The name and unique ID of the deployment.

      • Type (string) --

        The type of the deployment.

      • FailureHandlingPolicy (string) --

        Determines whether to rollback to previous configuration if deployment fails.

      • Definitions (list) --

        Returns a list of Definition objects.

        • (dict) --

          • ModelHandle (string) --

            The unique model handle.

          • S3Url (string) --

            The absolute S3 location of the model.

          • Checksum (dict) --

            The checksum information of the model.

            • Type (string) --

              The type of the checksum.

            • Sum (string) --

              The checksum of the model.

          • State (string) --

            The desired state of the model.

{'DeploymentResult': {'DeploymentEndTime': 'timestamp',
                      'DeploymentModels': [{'DesiredState': 'DEPLOY | UNDEPLOY',
                                            'ModelHandle': 'string',
                                            'ModelName': 'string',
                                            'ModelVersion': 'string',
                                            'RollbackFailureReason': 'string',
                                            'State': 'DEPLOY | UNDEPLOY',
                                            'Status': 'SUCCESS | FAIL',
                                            'StatusReason': 'string'}],
                      'DeploymentName': 'string',
                      'DeploymentStartTime': 'timestamp',
                      'DeploymentStatus': 'string',
                      'DeploymentStatusMessage': 'string'}}

Use to get the current status of devices registered on SageMaker Edge Manager.

See also: AWS API Documentation

Request Syntax

client.send_heartbeat(
    AgentMetrics=[
        {
            'Dimension': 'string',
            'MetricName': 'string',
            'Value': 123.0,
            'Timestamp': datetime(2015, 1, 1)
        },
    ],
    Models=[
        {
            'ModelName': 'string',
            'ModelVersion': 'string',
            'LatestSampleTime': datetime(2015, 1, 1),
            'LatestInference': datetime(2015, 1, 1),
            'ModelMetrics': [
                {
                    'Dimension': 'string',
                    'MetricName': 'string',
                    'Value': 123.0,
                    'Timestamp': datetime(2015, 1, 1)
                },
            ]
        },
    ],
    AgentVersion='string',
    DeviceName='string',
    DeviceFleetName='string',
    DeploymentResult={
        'DeploymentName': 'string',
        'DeploymentStatus': 'string',
        'DeploymentStatusMessage': 'string',
        'DeploymentStartTime': datetime(2015, 1, 1),
        'DeploymentEndTime': datetime(2015, 1, 1),
        'DeploymentModels': [
            {
                'ModelHandle': 'string',
                'ModelName': 'string',
                'ModelVersion': 'string',
                'DesiredState': 'DEPLOY'|'UNDEPLOY',
                'State': 'DEPLOY'|'UNDEPLOY',
                'Status': 'SUCCESS'|'FAIL',
                'StatusReason': 'string',
                'RollbackFailureReason': 'string'
            },
        ]
    }
)

type AgentMetrics

list

param AgentMetrics

For internal use. Returns a list of SageMaker Edge Manager agent operating metrics.

• (dict) --

  Information required for edge device metrics.

  • Dimension (string) --

    The dimension of metrics published.

  • MetricName (string) --

    Returns the name of the metric.

  • Value (float) --

    Returns the value of the metric.

  • Timestamp (datetime) --

    Timestamp of when the metric was requested.

type Models

list

param Models

Returns a list of models deployed on the the device.

• (dict) --

  Information about a model deployed on an edge device that is registered with SageMaker Edge Manager.

  • ModelName (string) --

    The name of the model.

  • ModelVersion (string) --

    The version of the model.

  • LatestSampleTime (datetime) --

    The timestamp of the last data sample taken.

  • LatestInference (datetime) --

    The timestamp of the last inference that was made.

  • ModelMetrics (list) --

    Information required for model metrics.

    • (dict) --

      Information required for edge device metrics.

      • Dimension (string) --

        The dimension of metrics published.

      • MetricName (string) --

        Returns the name of the metric.

      • Value (float) --

        Returns the value of the metric.

      • Timestamp (datetime) --

        Timestamp of when the metric was requested.

type AgentVersion

string

param AgentVersion

[REQUIRED]

Returns the version of the agent.

type DeviceName

string

param DeviceName

[REQUIRED]

The unique name of the device.

type DeviceFleetName

string

param DeviceFleetName

[REQUIRED]

The name of the fleet that the device belongs to.

type DeploymentResult

dict

param DeploymentResult

Returns the result of a deployment on the device.

• DeploymentName (string) --

  The name and unique ID of the deployment.

• DeploymentStatus (string) --

  Returns the bucket error code.

• DeploymentStatusMessage (string) --

  Returns the detailed error message.

• DeploymentStartTime (datetime) --

  The timestamp of when the deployment was started on the agent.

• DeploymentEndTime (datetime) --

  The timestamp of when the deployment was ended, and the agent got the deployment results.

• DeploymentModels (list) --

  Returns a list of models deployed on the agent.

  • (dict) --

    • ModelHandle (string) --

      The unique handle of the model.

    • ModelName (string) --

      The name of the model.

    • ModelVersion (string) --

      The version of the model.

    • DesiredState (string) --

      The desired state of the model.

    • State (string) --

      Returns the current state of the model.

    • Status (string) --

      Returns the deployment status of the model.

    • StatusReason (string) --

      Returns the error message for the deployment status result.

    • RollbackFailureReason (string) --

      Returns the error message if there is a rollback.

returns

None