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import unittest
import pandas as pd
from detectors import pattern_detector, threshold_detector
class TestPatternDetector(unittest.TestCase):
def test_small_dataframe(self):
data = [[0,1], [1,2]]
dataframe = pd.DataFrame(data, columns=['timestamp', 'values'])
cache = {'windowSize': 10}
detector = pattern_detector.PatternDetector('GENERAL', 'test_id')
with self.assertRaises(ValueError):
detector.detect(dataframe, cache)
class TestThresholdDetector(unittest.TestCase):
def test_invalid_cache(self):
detector = threshold_detector.ThresholdDetector()
with self.assertRaises(ValueError):
detector.detect([], None)
with self.assertRaises(ValueError):
detector.detect([], {})