Added expand function, not fully working yet
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@ -7,7 +7,7 @@ from typing import Iterable, List, Literal, Mapping, Union
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from dateutil.relativedelta import relativedelta
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from .core import AllFrequencies, Series, TimeSeriesCore, date_parser
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from .core import AllFrequencies, Frequency, Series, TimeSeriesCore, date_parser
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from .utils import (
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FincalOptions,
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_find_closest_date,
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@ -535,6 +535,30 @@ class TimeSeries(TimeSeriesCore):
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return max_drawdown
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def expand(
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self, to_frequency: Literal["D", "W", "M", "Q", "H"], method: Literal["ffill", "bfill", "interpolate"]
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) -> TimeSeries:
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try:
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to_frequency: Frequency = getattr(AllFrequencies, to_frequency)
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except AttributeError:
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raise ValueError(f"Invalid argument for to_frequency {to_frequency}")
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if to_frequency.days >= self.frequency.days:
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raise ValueError("TimeSeries can be only expanded to a higher frequency")
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new_dates = create_date_series(self.start_date, self.end_date, frequency=to_frequency.symbol)
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new_ts: dict = {dt: self.data.get(dt, None) for dt in new_dates}
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output_ts: TimeSeries = TimeSeries(new_ts, frequency=to_frequency.symbol)
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if method == "ffill":
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output_ts.ffill(inplace=True)
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elif method == "bfill":
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output_ts.bfill(inplace=True)
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else:
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raise NotImplementedError(f"Method {method} not implemented")
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return output_ts
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if __name__ == "__main__":
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date_series = [
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