time_stream.infill.BSplineInterpolation

class time_stream.infill.BSplineInterpolation(order, **kwargs)

B-spline interpolation using scipy make_interp_spline with configurable order. https://docs.scipy.org/doc/scipy-1.16.1/reference/generated/scipy.interpolate.make_interp_spline.html

Parameters:

order (int)

__init__(order, **kwargs)

Initialize B-spline interpolation.

Parameters:

• order (int) – Order of the B-spline (1-5, where 3=cubic, 2=quadratic, 1=linear).

• **kwargs – Additional scipy parameters for the make_interp_spline method.

Methods

__init__(order, **kwargs)	Initialize B-spline interpolation.
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	B-spline needs at least order+1 points.
name