"""Provides functions for plotting traces.""" from functools import reduce import holoviews as hv from holoviews.operation.datashader import datashade from public import public from pyecsca.sca.trace.trace import Trace @public def save_figure(figure, fname: str): # pragma: no cover hv.save(figure, fname + ".html", fmt="html") @public def save_figure_png(figure, fname: str): # pragma: no cover hv.save(figure, fname + ".png", fmt="png") @public def save_figure_svg(figure, fname: str): # pragma: no cover hv.save(figure, fname + ".svg", fmt="svg") @public def plot_trace(trace: Trace, **kwargs): # pragma: no cover line = hv.Curve((range(len(trace)), trace.samples), kdims="x", vdims="y", **kwargs) return datashade(line) @public def plot_traces(*traces: Trace, **kwargs): # pragma: no cover _cmaps = [ ["lightblue", "darkblue"], ["lightcoral", "red"], ["lime", "green"], ["orange", "darkorange"], ["plum", "deeppink"], ["peru", "chocolate"], ["cyan", "darkcyan"], ] dss = [] for i, trace in enumerate(traces): line = hv.Curve( (range(len(trace)), trace.samples), kdims="x", vdims="y", **kwargs ) dss.append(datashade(line, cmap=_cmaps[i % len(_cmaps)])) return reduce(lambda x, y: x * y, dss)