[docs]class Anomaly(dict):
"""
Description: Anomaly is an abstract class to be overriden for a specific anomaly and its type.
:return:
Implement: TYPE, on_tick
|
"""
TYPE = None
def is_closed(self):
"""
Description:
:return: sets status to closed
|
"""
return self.get("status") == "closed"
def close(self, current_time):
"""
Description:
"""
self["ts_end"] = current_time
self["D"] = self["ts_end"] - self["@timestamp"]
self["status"] = "closed"
async def on_tick(self, current_time):
"""
Description:
:hint: Implement to perform operations on the anomaly, f. e. close.
"""
raise NotImplementedError()