resample

Resample(sampling_rate, *, interpolation_method='linear')

Bases: Transform

Resample time series features to a given sampling rate.

Initializes the Resample transform.

Parameters:

Name	Type	Description	Default
sampling_rate	float | dict[str, float]	Target sampling rate for time series features. If a float is provided, all possible time series features will be resampled. Alternatively, a dictionary can be provided where the key is the feature and the value is the target sample rate.	required
interpolation_method	InterpolationMethod	The interpolation method to use. Supported are "linear" and "cubic", with the default being "linear".	'linear'

Source code in src/flowcean/transforms/resample.py

def __init__(
    self,
    sampling_rate: float | dict[str, float],
    *,
    interpolation_method: InterpolationMethod = "linear",
) -> None:
    """Initializes the Resample transform.

    Args:
        sampling_rate: Target sampling rate for time series features. If a
            float is provided, all possible time series features will be
            resampled. Alternatively, a dictionary can be provided where
            the key is the feature and the value is the target sample rate.
        interpolation_method: The interpolation method to use. Supported
            are "linear" and "cubic", with the default being
            "linear".
    """
    self.sampling_rate = sampling_rate
    self.interpolation_method = interpolation_method