Source code for luna_handlers.sdk.sdk_loop.monitoring
"""
Loop task monitoring module.
"""
from typing import Any, Optional
from .crutches_on_wheels.monitoring.points import DataForMonitoring
[docs]class MonitoringField:
"""
Monitoring field.
Attributes:
fieldName (str) in monitoring
value: value
"""
__slots__ = ("fieldName", "value")
def __init__(self, fieldName: str, value: Optional[Any] = None):
self.fieldName: str = fieldName
self.value: Any = value
def __repr__(self) -> str:
"""
Representation.
Returns:
"<self.fieldName>: <self.value>"
"""
return f"{self.fieldName}: {self.value}"
[docs]class TaskMonitoringData:
"""
Container with list of all monitoring fields for sdk task.
Attributes:
executionTime (float): task execution Time
resultsQueueTransportTime (float): task transport time in results queue
faceDetectorQueueTransportTime (float): task transport time in detector queue
faceExtractorQueueTransportTime (float): task transport time in extractor queue
faceWarpEstimatorQueueTransportTime (float): task transport time in warp estimator queue
faceDetectorStageTime (float): face detector stage time
faceExtractorStageTime (float): extractor stage time
faceWarpEstimatorStageTime (float): warp estimator stage time
faceDetectTime (float): face detection time
faceDescriptorExtractTime (float): face descriptor extact time
basicAttributesExtractTime (float): basic attributes extract time
gazeEstimationTime (float): gaze direction estimation time
headPoseEstimationTime (float): head pose direction estimation time
eyesEstimationTime (float): eyes attribute estimation time
agsEstimationTime (float): ags estimation time
warpQualityEstimationTime (float): warp quality direction estimation time
emotionsEstimationTime (float): emotions estimation time
mouthStateEstimationTime (float): mouth state estimation time
maskEstimationTime (float): mask estimation time
glassesEstimationTime (float): glasses estimation time
livenessEstimationTime (float): liveness estimation time
"""
__slots__ = (
"executionTime",
"resultsQueueTransportTime",
"faceDetectorQueueTransportTime",
"humanDetectorQueueTransportTime",
"faceExtractorQueueTransportTime",
"faceWarpEstimatorQueueTransportTime",
"humanExtractorQueueTransportTime",
"faceDetectorStageTime",
"humanDetectorStageTime",
"faceExtractorStageTime",
"humanExtractorStageTime",
"faceWarpEstimatorStageTime",
"faceDetectTime",
"humanDetectTime",
"faceDescriptorExtractTime",
"humanDescriptorExtractTime",
"basicAttributesExtractTime",
"gazeEstimationTime",
"headPoseEstimationTime",
"eyesEstimationTime",
"agsEstimationTime",
"warpQualityEstimationTime",
"emotionsEstimationTime",
"mouthStateEstimationTime",
"maskEstimationTime",
"glassesEstimationTime",
"livenessEstimationTime",
)
def __init__(self):
self.executionTime = MonitoringField("task_execution_time")
self.resultsQueueTransportTime = MonitoringField("results_queue_transport_time")
self.faceDetectorQueueTransportTime = MonitoringField("face_detector_queue_transport_time")
self.humanDetectorQueueTransportTime = MonitoringField("human_detector_queue_transport_time")
self.faceExtractorQueueTransportTime = MonitoringField("face_extractor_queue_transport_time")
self.humanExtractorQueueTransportTime = MonitoringField("human_extractor_queue_transport_time")
self.faceWarpEstimatorQueueTransportTime = MonitoringField(
"face_warp_attributes_estimator_queue_transport_time"
)
self.faceDetectorStageTime = MonitoringField("face_detector_stage_time")
self.humanDetectorStageTime = MonitoringField("human_detector_stage_time")
self.faceExtractorStageTime = MonitoringField("face_extractor_stage_time")
self.humanExtractorStageTime = MonitoringField("human_extractor_stage_time")
self.faceWarpEstimatorStageTime = MonitoringField("face_warp_estimator_stage_time")
self.faceDetectTime = MonitoringField("faces_detect_time")
self.humanDetectTime = MonitoringField("humans_detect_time")
self.faceDescriptorExtractTime = MonitoringField("face_descriptors_extract_time")
self.humanDescriptorExtractTime = MonitoringField("human_descriptors_extract_time")
self.basicAttributesExtractTime = MonitoringField("basic_attributes_extract_time")
self.gazeEstimationTime = MonitoringField("gaze_direction_estimation_time")
self.headPoseEstimationTime = MonitoringField("head_pose_estimation_time")
self.eyesEstimationTime = MonitoringField("eyes_attributes_estimation_time")
self.agsEstimationTime = MonitoringField("ags_estimation_time")
self.warpQualityEstimationTime = MonitoringField("quality_estimation_time")
self.emotionsEstimationTime = MonitoringField("emotions_estimation_time")
self.mouthStateEstimationTime = MonitoringField("mouth_attributes_estimation_time")
self.maskEstimationTime = MonitoringField("mask_estimation_time")
self.glassesEstimationTime = MonitoringField("glasses_estimation_time")
self.livenessEstimationTime = MonitoringField("liveness_estimation_time")
