def test_row(self, row):
"""
Return the score for the k-context of a single event
"""
result = Result.Event_result(row.Index) #, getattr(row, "anom_types"))
for (key, value) in self.iterate_current_variables():
result.set_attribute_score(value.attr_name, value.test(row))
return result
def test(self, data):
"""
Compute the scores for all events in the data
:param data:
:return:
"""
ranking = []
for row in data.itertuples():
result = Result.Trace_result(row.Index)
result.add_event(self.test_row(row))
ranking.append(result)
return ranking
def test_trace(self, trace):
result = Result.Trace_result(trace[0])
for row in trace[1].itertuples():
result.add_event(self.test_row(row))
return result