Using callbacks

Many of the components in scenes-ml allow a callback to be passed in the constructor. For example, in SceneOutlierDetector:

const outlierDetector = new SceneOutlierDetector({
  onOutlierDetected: (outlier: Outlier) => {},
});

This callback can be used to create more customised experiences specific to your Scene.

For example, you may have a custom scene showing all pods for a given Kubernetes deployment. By enabling the outlier detector, you could use the callback to store all pods and timestamps which appear to be behaving differently, and render a second panel to show the logs for those pods and timestamps.