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