def test_initial_outlier(values):
"""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] + values:
filtered = filt.filter_state(state)
assert filtered.state == 21
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 21 == 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 21 == filtered.state
def test_unknown_state_outlier(values):
"""Test issue #32395."""
filt = OutlierFilter(window_size=3, precision=2, entity=None, radius=4.0)
out = ha.State("sensor.test_monitored", "unknown")
for state in [out] + values + [out]:
try:
filtered = filt.filter_state(state)
except ValueError:
assert state.state == "unknown"
assert filtered.state == 21
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 21 == filtered.state
def test_outlier_step(values):
"""
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)
values[-1].state = 22
for state in values:
filtered = filt.filter_state(state)
assert filtered.state == 22
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