send_heartbeat

SagemakerEdgeManager.Client.send_heartbeat(**kwargs)

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

See also: AWS API Documentation

Request Syntax

response = 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'
            },
        ]
    }
)

Parameters

• AgentMetrics (list) --

  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.

• Models (list) --

  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.

• AgentVersion (string) --

  [REQUIRED]

  Returns the version of the agent.

• DeviceName (string) --

  [REQUIRED]

  The unique name of the device.

• DeviceFleetName (string) --

  [REQUIRED]

  The name of the fleet that the device belongs to.

• DeploymentResult (dict) --

  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

Exceptions

• SagemakerEdgeManager.Client.exceptions.InternalServiceException