time_stream.infill.PchipInterpolation

class time_stream.infill.PchipInterpolation(**kwargs)[source]

PCHIP interpolation using scipy (preserves monotonicity). https://docs.scipy.org/doc/scipy-1.16.1/reference/generated/scipy.interpolate.PchipInterpolator.html

__init__(**kwargs)

Initialize a scipy interpolation method.

Parameters:

**kwargs – Additional parameters passed to scipy interpolator method.

Methods

__init__(**kwargs)

Initialize a scipy interpolation method.

apply(df, time_name, periodicity, infill_column)

Apply the infill method to the time series data.

available()

Return a sorted list of available registered keys.

get(spec, **kwargs)

Resolve spec to an instance of Self:

register(register_cls)

A method used as a decorator for subclasses to add to the register by its name attribute.

Attributes

min_points_required

name