Function for creating a rectangle on a hyperspy signal

Interactive_Rectangle_ROI.py

def ROI_Rect(s, roi_XY=[], hide=False):
    """
    Plots a hyperspy signal and draws an interactive ROI on it on the top left tenth of the image.
    Can take a list of [x1, y1, x2, y2] to set a known intial ROI.
    Returns a tuple of (roi, roi_signal). Use hide=True to not show the plot.
    Please report bugs/improvements to thomasaarholt@gmail.com
    """
    import hyperspy.api as hs

    if s.axes_manager.navigation_dimension < 2:
        x_axis = s.axes_manager[s.axes_manager.signal_indices_in_array[1]]
        y_axis = s.axes_manager[s.axes_manager.signal_indices_in_array[0]]
    else:
        x_axis = s.axes_manager[s.axes_manager.navigation_indices_in_array[1]]
        y_axis = s.axes_manager[s.axes_manager.navigation_indices_in_array[0]]

    if not roi_XY:
        x1 = x_axis.axis[1]
        x2 = x_axis.axis[round(x_axis.size/10)]
        y1 = y_axis.axis[1]
        y2 = y_axis.axis[round(y_axis.size/10)]
    else:
        [x1, y1, x2, y2] = [roi_XY.left, roi_XY.top, roi_XY.right, roi_XY.bottom]
    s.plot()
    roi = hs.roi.RectangularROI(x1, y1, x2, y2)
    roi_signal = roi.interactive(s)
    if hide:
        s._plot.close()

    return roi, roi_signal

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