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34 lines
975 B
34 lines
975 B
import config |
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import detectors |
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import json |
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import logging |
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import sys |
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import traceback |
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import time |
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logger = logging.getLogger('AnalyticUnitWorker') |
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class AnalyticUnitWorker: |
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def __init__(self, analytic_unit_id: str, detector: detectors.Detector): |
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self.analytic_unit_id = analytic_unit_id |
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self.detector = detector |
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async def do_learn(self, analytic_unit_id, payload) -> None: |
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pattern = payload['pattern'] |
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segments = payload['segments'] |
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data = payload['data'] # [time, value][] |
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await self.detector.train(data, segments) |
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async def do_predict(self, analytic_unit_id, payload): |
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pattern = payload['pattern'] |
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data = payload['data'] # [time, value][] |
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detector = self.get_detector(analytic_unit_id, pattern) |
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segments, last_prediction_time = await detector.predict(data) |
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return { |
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'segments': segments, |
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'lastPredictionTime': last_prediction_time |
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}
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