Module stability_detection_ranges

Source

Structsยง

Builder
A builder for StabilityDetectionRanges
Complete
The final stage for StabilityDetectionRanges.
InputStage
The input stage for Builder.
StabilityDetectionRanges
Outputs a set of ranges where the input series is stable. For each point, the min and max are calculated over the specified lookback window, including the current point. A point is considered stable if its value does not deviate from the calculated min and the max by more than the threshold and the total number of points within the window is at least the specified amount. The threshold can be either fixed values or percentages of the value. The minimum points threshold defaults to 2.
ThresholdStage
The threshold stage for Builder.
WindowConfigurationStage
The window_configuration stage for Builder.