Matplotlib set_data for errorbar plot

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被撕碎了的回忆 2021-01-05 19:56

Matplotlib\'s line2D objects, such as those returned by a call to plot, have a convenient method, set_data, that let\'s me quickly upd

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  •  暗喜
    暗喜 (楼主)
    2021-01-05 20:50

    I followed the link provided by Tong and learned that there is a problem in his code - input of self variable is not needed. There is also a more generalized solution provided by mitpre - I used it and it works great. Below is the code for quicker reference:

    def update_errorbar(errobj, x, y, xerr=None, yerr=None):
        ln, caps, bars = errobj
    
    
        if len(bars) == 2:
            assert xerr is not None and yerr is not None, "Your errorbar object has 2 dimension of error bars defined. You must provide xerr and yerr."
            barsx, barsy = bars  # bars always exist (?)
            try:  # caps are optional
                errx_top, errx_bot, erry_top, erry_bot = caps
            except ValueError:  # in case there is no caps
                pass
    
        elif len(bars) == 1:
            assert (xerr is     None and yerr is not None) or\
                   (xerr is not None and yerr is     None),  \
                   "Your errorbar object has 1 dimension of error bars defined. You must provide xerr or yerr."
    
            if xerr is not None:
                barsx, = bars  # bars always exist (?)
                try:
                    errx_top, errx_bot = caps
                except ValueError:  # in case there is no caps
                    pass
            else:
                barsy, = bars  # bars always exist (?)
                try:
                    erry_top, erry_bot = caps
                except ValueError:  # in case there is no caps
                    pass
    
        ln.set_data(x,y)
    
        try:
            errx_top.set_xdata(x + xerr)
            errx_bot.set_xdata(x - xerr)
            errx_top.set_ydata(y)
            errx_bot.set_ydata(y)
        except NameError:
            pass
        try:
            barsx.set_segments([np.array([[xt, y], [xb, y]]) for xt, xb, y in zip(x + xerr, x - xerr, y)])
        except NameError:
            pass
    
        try:
            erry_top.set_xdata(x)
            erry_bot.set_xdata(x)
            erry_top.set_ydata(y + yerr)
            erry_bot.set_ydata(y - yerr)
        except NameError:
            pass
        try:
            barsy.set_segments([np.array([[x, yt], [x, yb]]) for x, yt, yb in zip(x, y + yerr, y - yerr)])
        except NameError:
            pass
    

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