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Interface SensorStatisticsSummary

Summary of ingestion statistics like whether data exists, number of missing values, number of invalid values and so on related to the particular sensor.

Hierarchy

  • SensorStatisticsSummary

Index

Properties

Optional CategoricalValues

CategoricalValues: CategoricalValues

Parameter that describes potential risk about whether data associated with the sensor is categorical.

Optional ComponentName

ComponentName: undefined | string

Name of the component to which the particular sensor belongs for which the statistics belong to.

Optional DataEndTime

DataEndTime: Date

Indicates the time reference to indicate the end of valid data associated with the sensor that the statistics belong to.

Optional DataExists

DataExists: undefined | false | true

Parameter that indicates whether data exists for the sensor that the statistics belong to.

Optional DataStartTime

DataStartTime: Date

Indicates the time reference to indicate the beginning of valid data associated with the sensor that the statistics belong to.

Optional DuplicateTimestamps

DuplicateTimestamps: CountPercent

Parameter that describes the total number of duplicate timestamp records associated with the sensor that the statistics belong to.

Optional InvalidDateEntries

InvalidDateEntries: CountPercent

Parameter that describes the total number of invalid date entries associated with the sensor that the statistics belong to.

Optional InvalidValues

InvalidValues: CountPercent

Parameter that describes the total number of, and percentage of, values that are invalid for the sensor that the statistics belong to.

Optional LargeTimestampGaps

LargeTimestampGaps: LargeTimestampGaps

Parameter that describes potential risk about whether data associated with the sensor contains one or more large gaps between consecutive timestamps.

Optional MissingValues

MissingValues: CountPercent

Parameter that describes the total number of, and percentage of, values that are missing for the sensor that the statistics belong to.

Optional MonotonicValues

MonotonicValues: MonotonicValues

Parameter that describes potential risk about whether data associated with the sensor is mostly monotonic.

Optional MultipleOperatingModes

MultipleOperatingModes: MultipleOperatingModes

Parameter that describes potential risk about whether data associated with the sensor has more than one operating mode.

Optional SensorName

SensorName: undefined | string

Name of the sensor that the statistics belong to.