lower threshold

tests/anomaly/test_dpad.py

@@ -51,7 +51,7 @@ def __init__(self, *args, **kwargs):
  transform=TransformSequence(
  [TemporalResample("15min"), Shingle(size=3, stride=2), DifferenceTransform()]
  ),
- threshold = AdaptiveAggregateAlarms(0.1)
+ threshold = AdaptiveAggregateAlarms(0.0001)
  )
  )
 
@@ -81,12 +81,7 @@ def test_full(self):
  self.model.save(dirname=join(rootdir, "tmp", "dpad"))
  loaded_model = DeepPointAnomalyDetector.load(dirname=join(rootdir, "tmp", "dpad"))
  loaded_alarms = loaded_model.get_anomaly_label(self.test_data)
- if sys.version_info[1] < 8:
- n_loaded_alarms = sum(loaded_alarms.to_pd().values != 0)
-
- if sys.version_info[1] >= 8:
- n_loaded_alarms = np.sum(loaded_alarms.to_pd().values != 0)
-
+ n_loaded_alarms = sum(loaded_alarms.to_pd().values != 0)
  self.assertAlmostEqual(n_loaded_alarms, n_alarms, delta=1)
 
  # Evaluation
@@ -100,5 +95,4 @@ def test_full(self):
  logging.basicConfig(
  format="%(asctime)s (%(module)s:%(lineno)d) %(levelname)s: %(message)s", stream=sys.stdout, level=logging.DEBUG
  )
- unittest.main()
-
+ unittest.main()