dispel.providers.generic.tasks.sbt_utt.utt module#

U-turn Test module.

A module containing the functionality to process the U-turn test (UTT).

class dispel.providers.generic.tasks.sbt_utt.utt.AssertUTTDurationLess5Min[source]#

Bases: ProcessingStep

Assertion UTT duration is less than five minutes.

process_reading(reading, **kwargs)[source]#

Ensure UTT duration is less than five minutes.

Parameters:: reading (Reading) –
Return type:: Generator[ProcessingResult | ProcessingControlResult, None, None]

class dispel.providers.generic.tasks.sbt_utt.utt.BehavioralDeviations[source]#

Bases: ProcessingStepGroup

Behavioral flags processing steps.

steps: List[ProcessingStep] = [<dispel.providers.generic.tasks.sbt_utt.utt.PlacementClassification object>, <dispel.providers.generic.flags.le_flags.TruncateFirst5Turns object>, <dispel.providers.generic.flags.le_flags.NonBeltDetectedUTT object>, <dispel.providers.generic.flags.le_flags.NoTurnsDetected object>]#

class dispel.providers.generic.tasks.sbt_utt.utt.BehavioralInvalidations[source]#

Bases: ProcessingStepGroup

Behavioral invalidation processing steps.

steps: List[ProcessingStep] = [<dispel.providers.generic.flags.le_flags.NonBeltDetectedUTT object>]#

class dispel.providers.generic.tasks.sbt_utt.utt.ExtractTurnForModalitiesMeasures[source]#

Bases: ProcessingStepGroup

Processing steps to extract turns for modalities.

steps: List[ProcessingStep] = [<dispel.providers.generic.activity.turning.ExtractTurnMeasures object>, <dispel.providers.generic.activity.turning.ExtractTurnMeasures object>, <dispel.providers.generic.activity.turning.ExtractTurnMeasures object>, <dispel.providers.generic.activity.turning.ExtractTurnMeasures object>]#

class dispel.providers.generic.tasks.sbt_utt.utt.ExtractWalkingSpeed[source]#

Bases: ExtractStep

Extract the UTT walking speed in step per seconds.

Parameters:

step_detection_data_set – The identifier of the step detection output data set.
accelerometer_data_set – The identifier of the accelerometer norm input data set.

__init__(step_detection_data_set, accelerometer_data_set)[source]#

Parameters:

step_detection_data_set (str) –
accelerometer_data_set (str) –

dispel.providers.generic.tasks.sbt_utt.utt.LEVEL_FILTER = <LevelFilter: ((level id in [utt] and last level) and Level with a duration < 300 seconds.)>#

Define the filter to use to compute UTT measures.

Parameters:: levels (Iterable[Level]) –
Return type:: Set[Level]

class dispel.providers.generic.tasks.sbt_utt.utt.LeeStepProcessing[source]#

Bases: ProcessingStepGroup

Lee-specific processing steps.

steps: List[ProcessingStep] = [<dispel.providers.generic.tasks.gait.core.AverageRollingVerticalAcceleration object>, <dispel.providers.generic.tasks.gait.lee.LeeDetectStepsWithoutBout object>, <dispel.providers.generic.tasks.gait.core.TransformStepDurationWithoutBout object>, <dispel.providers.generic.tasks.gait.lee.LeeMeasuresWithoutBoutGroup object>]#

dispel.providers.generic.tasks.sbt_utt.utt.MAX_UTT_DURATION_SECONDS = 300#: The maximum duration of a computable U-Turn Test.

class dispel.providers.generic.tasks.sbt_utt.utt.PlacementClassification[source]#

Bases: ProcessingStepGroup

Placement classification processing steps.

steps: List[ProcessingStep] = [<dispel.providers.generic.sensor.Resample object>, <dispel.providers.generic.sensor.EuclideanNorm object>, <dispel.providers.generic.activity.placement.ClassifyPlacement object>]#

class dispel.providers.generic.tasks.sbt_utt.utt.TechnicalFlags[source]#

Bases: ProcessingStepGroup

Processing steps for technical flags.

steps: List[ProcessingStep] = [<dispel.providers.generic.flags.generic.FrequencyLowerThanGaitThres object>, <dispel.providers.generic.flags.generic.MaxTimeIncrement object>]#

class dispel.providers.generic.tasks.sbt_utt.utt.TurnPreprocessing[source]#

Bases: ProcessingStepGroup

Turn pre-processing steps.

steps: List[ProcessingStep] = [<dispel.providers.generic.preprocessing.PreprocessingSteps object>, <dispel.providers.generic.preprocessing.PreprocessingSteps object>, <dispel.processing.transform.Apply object>]#

class dispel.providers.generic.tasks.sbt_utt.utt.TurnProcessing[source]#

Bases: ProcessingStepGroup

Turn processing steps.

steps: List[ProcessingStep] = [<dispel.providers.generic.activity.turning.ElGoharyTurnDetection object>, <dispel.providers.generic.activity.turning.RefineUTurns object>, <dispel.providers.generic.activity.turning.TransformAbsTurnSpeed object>, <dispel.processing.transform.Apply object>, <dispel.providers.generic.sensor.EuclideanNorm object>, <dispel.providers.generic.activity.turning.WithinTurnSpeed object>, <dispel.providers.generic.activity.turning.WithinTurnSpeed object>]#

class dispel.providers.generic.tasks.sbt_utt.utt.UTTProcessingSteps[source]#

Bases: ProcessingStepGroup

UTT processing steps.

kwargs: Dict[str, Any] = {'task_name': U-turn test (UTT)}#

level_filter: LevelFilter = <LevelFilter: ((level id in [utt] and last level) and Level with a duration < 300 seconds.)>#

Parameters:: levels (Iterable[Level]) –
Return type:: Set[Level]

steps: List[ProcessingStep] = [<dispel.providers.generic.tasks.sbt_utt.utt.TurnPreprocessing object>, <dispel.providers.generic.tasks.sbt_utt.utt.TurnProcessing object>, <dispel.providers.generic.tasks.sbt_utt.utt.ExtractTurnForModalitiesMeasures object>, <dispel.providers.generic.tasks.sbt_utt.utt.LeeStepProcessing object>, <dispel.providers.generic.tasks.sbt_utt.utt.ExtractWalkingSpeed object>, <dispel.providers.generic.tasks.sbt_utt.utt.BehavioralDeviations object>, <dispel.providers.generic.tasks.sbt_utt.utt.BehavioralInvalidations object>]#