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"""
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It is the place where we put all classes and types
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which is common for all of the code.
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For example, if you write someting which is used
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in analytic_unit_manager, it should be here.
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If you create something spicific which is used only in one place,
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like PatternDetectionCache, then it should not be here.
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"""
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import pandas as pd
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from typing import Union, List
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from analytic_types.data_bucket import DataBucket
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AnalyticUnitId = str
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"""
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Example:
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tsis = TimeSeriesIndex(['2017-12-31 16:00:00-08:00', '2017-12-31 17:00:00-08:00', '2017-12-31 18:00:00-08:00'])
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ts = TimeSeries([4, 5, 6], tsis)
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"""
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Timestamp = Union[str, pd.Timestamp]
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class TimeSeriesIndex(pd.DatetimeIndex):
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def __init__(self, timestamps: List[Timestamp]):
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super().__init__(timestamps, dtype='datetime64[ns]')
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class TimeSeries(pd.Series):
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def __init__(self, values: List[object], tsindex: TimeSeriesIndex):
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super().__init__(values, index=tsindex)
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