示例#1
0
def _plot_relative_error(ax, error: ma.MaskedArray, ax_values: tuple):
    pl = ax.pcolorfast(*ax_values,
                       error[:-1, :-1].T,
                       cmap="RdBu",
                       vmin=-30,
                       vmax=30)
    colorbar = _init_colorbar(pl, ax)
    colorbar.set_label("%", fontsize=13)
    median_error = ma.median(error.compressed())
    median_error = np.round(median_error, 3)
    ax.set_title(f"Median relative error: {median_error} %", fontsize=14)
示例#2
0
def _unwrap_ma(x: ma.MaskedArray):
    idx = ma.array(np.arange(0, x.shape[0]), mask=x.mask)
    idxc = idx.compressed()
    xc = x.compressed()
    dd = np.diff(xc)
    ddmod = np.mod(dd + np.pi, 2 * np.pi) - np.pi
    ddmod[(ddmod == -np.pi) & (dd > 0)] = np.pi
    phc_correct = ddmod - dd
    phc_correct[np.abs(dd) < np.pi] = 0
    ph_correct = np.zeros(x.shape)
    ph_correct[idxc[1:]] = phc_correct
    up = x + ph_correct.cumsum()
    return up