def test_get_only_last_results_5(self):
results = anomaly_detect_ts(self.data5,
max_anoms=0.05,
direction='both',
only_last=None)
last_day = _get_only_last_results(self.a_series, results['anoms'],
'min', 'day')
last_hr = _get_only_last_results(self.a_series, results['anoms'],
'min', 'hr')
self.assertEquals(6, len(last_day))
self.assertEquals(6, len(last_hr))
def test_get_only_last_results_4_multithreaded(self):
results = anomaly_detect_ts(self.data4,
max_anoms=0.05,
direction='both',
only_last=None,
multithreaded=True)
last_day = _get_only_last_results(self.a_series, results['anoms'],
'min', 'day')
last_hr = _get_only_last_results(self.a_series, results['anoms'],
'min', 'hr')
self.assertEquals(8, len(last_day))
self.assertEquals(8, len(last_hr))
def test_get_only_last_results(self):
results = anomaly_detect_ts(self.data1,
max_anoms=0.02,
direction='both',
only_last=None,
plot=False)
last_day = _get_only_last_results(self.data1, results['anoms'], 'min',
'day')
last_hr = _get_only_last_results(self.data1, results['anoms'], 'min',
'hr')
self.assertEquals(23, len(last_day))
self.assertEquals(3, len(last_hr))
def test_get_only_last_results_multithreaded(self):
results = anomaly_detect_ts(self.data1,
max_anoms=0.02,
direction='both',
only_last=None,
plot=False,
multithreaded=True)
last_day = _get_only_last_results(self.a_series_multithreaded,
results['anoms'],
'min',
'day',
multithreaded=True)
last_hr = _get_only_last_results(self.a_series_multithreaded,
results['anoms'],
'min',
'hr',
multithreaded=True)
self.assertEquals(23, len(last_day))
self.assertEquals(3, len(last_hr))