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time_window

TimeWindow(*, features=None, time_start=0.0, time_end=math.inf)

Bases: Transform

Limit time series to a certain time window.

Initializes the TimeWindow transform.

Parameters:

Name Type Description Default
features Iterable[str] | None

The features to apply this transformation to. If None, all applicable features will be affected.

 None
time_start float

Window start time. Defaults to zero. All data before this time will be removed from the time series when applying the transform.

 0.0
time_end float

Window end time. Defaults to infinite. All data after this time will be removed from the time series when applying the transform.

 inf
Source code in src/flowcean/transforms/time_window.py 
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def __init__(
    self,
    *,
    features: Iterable[str] | None = None,
    time_start: float = 0.0,
    time_end: float = math.inf,
) -> None:
    """Initializes the TimeWindow transform.

    Args:
        features: The features to apply this transformation to. If `None`,
            all applicable features will be affected.
        time_start: Window start time. Defaults to zero. All data before
            this time will be removed from the time series when applying
            the transform.
        time_end: Window end time. Defaults to infinite. All data after
            this time will be removed from the time series when applying
            the transform.
    """
    self.features = features
    self.t_start = time_start
    self.t_end = time_end