SensorStatisticsSummary
¶
Source code in docs_src/capo_lookoutequipment/types/sensor_statistics_summary.py
categorical_values
instance-attribute
¶
categorical_values: NotRequired[CategoricalValues]
Parameter that describes potential risk about whether data associated with the sensor is categorical.
component_name
instance-attribute
¶
component_name: NotRequired[ComponentName]
Name of the component to which the particular sensor belongs for which the statistics belong to.
data_end_time
instance-attribute
¶
data_end_time: NotRequired[Timestamp]
Indicates the time reference to indicate the end of valid data associated with the sensor that the statistics belong to.
data_exists
instance-attribute
¶
data_exists: Boolean
Parameter that indicates whether data exists for the sensor that the statistics belong to.
data_start_time
instance-attribute
¶
data_start_time: NotRequired[Timestamp]
Indicates the time reference to indicate the beginning of valid data associated with the sensor that the statistics belong to.
duplicate_timestamps
instance-attribute
¶
duplicate_timestamps: NotRequired[CountPercent]
Parameter that describes the total number of duplicate timestamp records associated with the sensor that the statistics belong to.
invalid_date_entries
instance-attribute
¶
invalid_date_entries: NotRequired[CountPercent]
Parameter that describes the total number of invalid date entries associated with the sensor that the statistics belong to.
invalid_values
instance-attribute
¶
invalid_values: NotRequired[CountPercent]
Parameter that describes the total number of, and percentage of, values that are invalid for the sensor that the statistics belong to.
large_timestamp_gaps
instance-attribute
¶
large_timestamp_gaps: NotRequired[LargeTimestampGaps]
Parameter that describes potential risk about whether data associated with the sensor contains one or more large gaps between consecutive timestamps.
missing_values
instance-attribute
¶
missing_values: NotRequired[CountPercent]
Parameter that describes the total number of, and percentage of, values that are missing for the sensor that the statistics belong to.
monotonic_values
instance-attribute
¶
monotonic_values: NotRequired[MonotonicValues]
Parameter that describes potential risk about whether data associated with the sensor is mostly monotonic.
multiple_operating_modes
instance-attribute
¶
multiple_operating_modes: NotRequired[MultipleOperatingModes]
Parameter that describes potential risk about whether data associated with the sensor has more than one operating mode.
sensor_name
instance-attribute
¶
sensor_name: NotRequired[SensorName]
Name of the sensor that the statistics belong to.