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22 lines
711 B
22 lines
711 B
import config |
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import detectors |
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import logging |
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import pandas as pd |
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from typing import Optional |
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from models import AnalyticUnitCache |
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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, segments: list, data: pd.DataFrame, cache: Optional[AnalyticUnitCache]) -> AnalyticUnitCache: |
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return await self.detector.train(data, segments, cache) |
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async def do_predict(self, data: pd.DataFrame, cache: Optional[AnalyticUnitCache]) -> dict: |
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return await self.detector.predict(data, cache)
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