def test_outlier(self):
"""Test if outlier filter works."""
filt = OutlierFilter(window_size=3,
precision=2,
entity=None,
radius=4.0)
for state in self.values:
filtered = filt.filter_state(state)
self.assertEqual(22, filtered.state)
def test_outlier(self):
"""Test if outlier filter works."""
filt = OutlierFilter(window_size=3,
precision=2,
entity=None,
radius=4.0)
for state in self.values:
filtered = filt.filter_state(state)
assert 22 == filtered.state
def test_initial_outlier(self):
"""Test issue #13363."""
filt = OutlierFilter(window_size=3,
precision=2,
entity=None,
radius=4.0)
out = ha.State('sensor.test_monitored', 4000)
for state in [out] + self.values:
filtered = filt.filter_state(state)
self.assertEqual(22, filtered.state)
def test_initial_outlier(self):
"""Test issue #13363."""
filt = OutlierFilter(window_size=3,
precision=2,
entity=None,
radius=4.0)
out = ha.State('sensor.test_monitored', 4000)
for state in [out]+self.values:
filtered = filt.filter_state(state)
assert 22 == filtered.state
def test_outlier_step(self):
"""
Test step-change handling in outlier.
Test if outlier filter handles long-running step-changes correctly.
It should converge to no longer filter once just over half the
window_size is occupied by the new post step-change values.
"""
filt = OutlierFilter(window_size=3,
precision=2,
entity=None,
radius=1.1)
self.values[-1].state = 22
for state in self.values:
filtered = filt.filter_state(state)
assert 22 == filtered.state
def test_outlier_step(self):
"""
Test step-change handling in outlier.
Test if outlier filter handles long-running step-changes correctly.
It should converge to no longer filter once just over half the
window_size is occupied by the new post step-change values.
"""
filt = OutlierFilter(window_size=3,
precision=2,
entity=None,
radius=1.1)
self.values[-1].state = 22
for state in self.values:
filtered = filt.filter_state(state)
assert 22 == filtered.state