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Home/ Questions/Q 3966858
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Editorial Team
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Editorial Team
Asked: May 20, 20262026-05-20T03:39:05+00:00 2026-05-20T03:39:05+00:00

Using Matplotlib via the OO API is easy enough for a non-interactive backend: from

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Using Matplotlib via the OO API is easy enough for a non-interactive backend:

 from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas
 from matplotlib.figure import Figure

 fig = Figure()
 canvas = FigureCanvas(fig)
 ax = fig.add_subplot(1,1,1)
 ax.plot([1,2,3])
 canvas.print_figure('test.png')

But if I try and repeat something similar with interactive backends, I fail miserably (I can’t even get the interactive figure to appear in the first place). Does anyone have any examples of using Matplotlib via the OO API to create interactive figures?

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  1. Editorial Team
    Editorial Team
    2026-05-20T03:39:05+00:00Added an answer on May 20, 2026 at 3:39 am

    Well, you need to be using a backend that supports interaction!

    backend_agg is not interactive. backend_tkagg (or one of the other similar backends) is.

    Once you’re using an interactive backend, you need to do something more like this:

    import matplotlib.backends.backend_tkagg as backend
    from matplotlib.figure import Figure
    
    manager = backend.new_figure_manager(0)
    fig = manager.canvas.figure
    ax = fig.add_subplot(1,1,1)
    ax.plot([1,2,3])
    fig.show()
    backend.show()
    

    Honestly, though, this is not the way to use the oo interface. If you’re going to need interactive plots, do something more like this:

    import matplotlib.pyplot as plt
    fig = plt.figure()
    ax = fig.add_subplot(1,1,1)
    ax.plot([1,2,3])
    plt.show()
    

    You’re still using the oo interface, you’re just letting pyplot handle creating the figure manager and enter the gui mainloop for you.

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