import matplotlib
import matplotlib.pyplot as plt

matplotlib.use("macosx")  # works with QtAgg, does not work with macosx

# with a large enough number of subplot this issue will show
N_ROWS = 15
N_COLS = 15


def on_press(event):
    if event.inaxes:
        print(
            f"Mouse click detected on '{event.inaxes.get_title()}' "
            f"(dblclick={event.dblclick})."
        )


def create_plot(ax, i):
    """Creates a plot with a single annotation."""
    ax.annotate(
        f"Ann. {i + 1}",
        xy=(0.5, 0.5),
        xycoords="axes fraction",
        ha="center",
        va="center",
        fontsize=6,
    )
    ax.set_title(f"Subplot {i + 1}", fontsize=6)
    ax.set_xticks([])
    ax.set_yticks([])


fig, axes = plt.subplots(N_ROWS, N_COLS, figsize=(12, 8))
fig.canvas.mpl_connect("button_press_event", on_press)

axes_flat = axes.flat if hasattr(axes, "flat") else [axes]
for i, ax in enumerate(axes_flat):
    create_plot(ax, i)

plt.tight_layout()
plt.show()