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Anatoly Kopyl
2017-11-11 22:55:51 +03:00
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import numpy as np
def is_anomaly(result):
data = [item["value"] for name in result for item in result[name]]
x = np.array(data)
for name in result:
for item in result[name]:
item["anomaly"] = item["value"] > x.mean() + 3 * x.std()