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| import importlib | |
| from matplotlib import path, transforms | |
| from matplotlib.backend_bases import ( | |
| FigureCanvasBase, KeyEvent, LocationEvent, MouseButton, MouseEvent, | |
| NavigationToolbar2, RendererBase) | |
| from matplotlib.backend_tools import RubberbandBase | |
| from matplotlib.figure import Figure | |
| from matplotlib.testing._markers import needs_pgf_xelatex | |
| import matplotlib.pyplot as plt | |
| import numpy as np | |
| import pytest | |
| _EXPECTED_WARNING_TOOLMANAGER = ( | |
| r"Treat the new Tool classes introduced in " | |
| r"v[0-9]*.[0-9]* as experimental for now; " | |
| "the API and rcParam may change in future versions.") | |
| def test_uses_per_path(): | |
| id = transforms.Affine2D() | |
| paths = [path.Path.unit_regular_polygon(i) for i in range(3, 7)] | |
| tforms_matrices = [id.rotate(i).get_matrix().copy() for i in range(1, 5)] | |
| offsets = np.arange(20).reshape((10, 2)) | |
| facecolors = ['red', 'green'] | |
| edgecolors = ['red', 'green'] | |
| def check(master_transform, paths, all_transforms, | |
| offsets, facecolors, edgecolors): | |
| rb = RendererBase() | |
| raw_paths = list(rb._iter_collection_raw_paths( | |
| master_transform, paths, all_transforms)) | |
| gc = rb.new_gc() | |
| ids = [path_id for xo, yo, path_id, gc0, rgbFace in | |
| rb._iter_collection( | |
| gc, range(len(raw_paths)), offsets, | |
| transforms.AffineDeltaTransform(master_transform), | |
| facecolors, edgecolors, [], [], [False], | |
| [], 'screen')] | |
| uses = rb._iter_collection_uses_per_path( | |
| paths, all_transforms, offsets, facecolors, edgecolors) | |
| if raw_paths: | |
| seen = np.bincount(ids, minlength=len(raw_paths)) | |
| assert set(seen).issubset([uses - 1, uses]) | |
| check(id, paths, tforms_matrices, offsets, facecolors, edgecolors) | |
| check(id, paths[0:1], tforms_matrices, offsets, facecolors, edgecolors) | |
| check(id, [], tforms_matrices, offsets, facecolors, edgecolors) | |
| check(id, paths, tforms_matrices[0:1], offsets, facecolors, edgecolors) | |
| check(id, paths, [], offsets, facecolors, edgecolors) | |
| for n in range(0, offsets.shape[0]): | |
| check(id, paths, tforms_matrices, offsets[0:n, :], | |
| facecolors, edgecolors) | |
| check(id, paths, tforms_matrices, offsets, [], edgecolors) | |
| check(id, paths, tforms_matrices, offsets, facecolors, []) | |
| check(id, paths, tforms_matrices, offsets, [], []) | |
| check(id, paths, tforms_matrices, offsets, facecolors[0:1], edgecolors) | |
| def test_canvas_ctor(): | |
| assert isinstance(FigureCanvasBase().figure, Figure) | |
| def test_get_default_filename(): | |
| fig = plt.figure() | |
| assert fig.canvas.get_default_filename() == "Figure_1.png" | |
| fig.canvas.manager.set_window_title("0:1/2<3") | |
| assert fig.canvas.get_default_filename() == "0_1_2_3.png" | |
| def test_canvas_change(): | |
| fig = plt.figure() | |
| # Replaces fig.canvas | |
| canvas = FigureCanvasBase(fig) | |
| # Should still work. | |
| plt.close(fig) | |
| assert not plt.fignum_exists(fig.number) | |
| def test_non_gui_warning(monkeypatch): | |
| plt.subplots() | |
| monkeypatch.setenv("DISPLAY", ":999") | |
| with pytest.warns(UserWarning) as rec: | |
| plt.show() | |
| assert len(rec) == 1 | |
| assert ('FigureCanvasPdf is non-interactive, and thus cannot be shown' | |
| in str(rec[0].message)) | |
| with pytest.warns(UserWarning) as rec: | |
| plt.gcf().show() | |
| assert len(rec) == 1 | |
| assert ('FigureCanvasPdf is non-interactive, and thus cannot be shown' | |
| in str(rec[0].message)) | |
| def test_grab_clear(): | |
| fig, ax = plt.subplots() | |
| fig.canvas.grab_mouse(ax) | |
| assert fig.canvas.mouse_grabber == ax | |
| fig.clear() | |
| assert fig.canvas.mouse_grabber is None | |
| def test_location_event_position(x, y): | |
| # LocationEvent should cast its x and y arguments to int unless it is None. | |
| fig, ax = plt.subplots() | |
| canvas = FigureCanvasBase(fig) | |
| event = LocationEvent("test_event", canvas, x, y) | |
| if x is None: | |
| assert event.x is None | |
| else: | |
| assert event.x == int(x) | |
| assert isinstance(event.x, int) | |
| if y is None: | |
| assert event.y is None | |
| else: | |
| assert event.y == int(y) | |
| assert isinstance(event.y, int) | |
| if x is not None and y is not None: | |
| assert (ax.format_coord(x, y) | |
| == f"(x, y) = ({ax.format_xdata(x)}, {ax.format_ydata(y)})") | |
| ax.fmt_xdata = ax.fmt_ydata = lambda x: "foo" | |
| assert ax.format_coord(x, y) == "(x, y) = (foo, foo)" | |
| def test_location_event_position_twin(): | |
| fig, ax = plt.subplots() | |
| ax.set(xlim=(0, 10), ylim=(0, 20)) | |
| assert ax.format_coord(5., 5.) == "(x, y) = (5.00, 5.00)" | |
| ax.twinx().set(ylim=(0, 40)) | |
| assert ax.format_coord(5., 5.) == "(x, y) = (5.00, 5.00) | (5.00, 10.0)" | |
| ax.twiny().set(xlim=(0, 5)) | |
| assert (ax.format_coord(5., 5.) | |
| == "(x, y) = (5.00, 5.00) | (5.00, 10.0) | (2.50, 5.00)") | |
| def test_pick(): | |
| fig = plt.figure() | |
| fig.text(.5, .5, "hello", ha="center", va="center", picker=True) | |
| fig.canvas.draw() | |
| picks = [] | |
| def handle_pick(event): | |
| assert event.mouseevent.key == "a" | |
| picks.append(event) | |
| fig.canvas.mpl_connect("pick_event", handle_pick) | |
| KeyEvent("key_press_event", fig.canvas, "a")._process() | |
| MouseEvent("button_press_event", fig.canvas, | |
| *fig.transFigure.transform((.5, .5)), | |
| MouseButton.LEFT)._process() | |
| KeyEvent("key_release_event", fig.canvas, "a")._process() | |
| assert len(picks) == 1 | |
| def test_interactive_zoom(): | |
| fig, ax = plt.subplots() | |
| ax.set(xscale="logit") | |
| assert ax.get_navigate_mode() is None | |
| tb = NavigationToolbar2(fig.canvas) | |
| tb.zoom() | |
| assert ax.get_navigate_mode() == 'ZOOM' | |
| xlim0 = ax.get_xlim() | |
| ylim0 = ax.get_ylim() | |
| # Zoom from x=1e-6, y=0.1 to x=1-1e-5, 0.8 (data coordinates, "d"). | |
| d0 = (1e-6, 0.1) | |
| d1 = (1-1e-5, 0.8) | |
| # Convert to screen coordinates ("s"). Events are defined only with pixel | |
| # precision, so round the pixel values, and below, check against the | |
| # corresponding xdata/ydata, which are close but not equal to d0/d1. | |
| s0 = ax.transData.transform(d0).astype(int) | |
| s1 = ax.transData.transform(d1).astype(int) | |
| # Zoom in. | |
| start_event = MouseEvent( | |
| "button_press_event", fig.canvas, *s0, MouseButton.LEFT) | |
| fig.canvas.callbacks.process(start_event.name, start_event) | |
| stop_event = MouseEvent( | |
| "button_release_event", fig.canvas, *s1, MouseButton.LEFT) | |
| fig.canvas.callbacks.process(stop_event.name, stop_event) | |
| assert ax.get_xlim() == (start_event.xdata, stop_event.xdata) | |
| assert ax.get_ylim() == (start_event.ydata, stop_event.ydata) | |
| # Zoom out. | |
| start_event = MouseEvent( | |
| "button_press_event", fig.canvas, *s1, MouseButton.RIGHT) | |
| fig.canvas.callbacks.process(start_event.name, start_event) | |
| stop_event = MouseEvent( | |
| "button_release_event", fig.canvas, *s0, MouseButton.RIGHT) | |
| fig.canvas.callbacks.process(stop_event.name, stop_event) | |
| # Absolute tolerance much less than original xmin (1e-7). | |
| assert ax.get_xlim() == pytest.approx(xlim0, rel=0, abs=1e-10) | |
| assert ax.get_ylim() == pytest.approx(ylim0, rel=0, abs=1e-10) | |
| tb.zoom() | |
| assert ax.get_navigate_mode() is None | |
| assert not ax.get_autoscalex_on() and not ax.get_autoscaley_on() | |
| def test_widgetlock_zoompan(): | |
| fig, ax = plt.subplots() | |
| ax.plot([0, 1], [0, 1]) | |
| fig.canvas.widgetlock(ax) | |
| tb = NavigationToolbar2(fig.canvas) | |
| tb.zoom() | |
| assert ax.get_navigate_mode() is None | |
| tb.pan() | |
| assert ax.get_navigate_mode() is None | |
| # zoom | |
| def test_interactive_colorbar(plot_func, orientation, tool, button, expected): | |
| fig, ax = plt.subplots() | |
| data = np.arange(12).reshape((4, 3)) | |
| vmin0, vmax0 = 0, 10 | |
| coll = getattr(ax, plot_func)(data, vmin=vmin0, vmax=vmax0) | |
| cb = fig.colorbar(coll, ax=ax, orientation=orientation) | |
| if plot_func == "contourf": | |
| # Just determine we can't navigate and exit out of the test | |
| assert not cb.ax.get_navigate() | |
| return | |
| assert cb.ax.get_navigate() | |
| # Mouse from 4 to 6 (data coordinates, "d"). | |
| vmin, vmax = 4, 6 | |
| # The y coordinate doesn't matter, it just needs to be between 0 and 1 | |
| # However, we will set d0/d1 to the same y coordinate to test that small | |
| # pixel changes in that coordinate doesn't cancel the zoom like a normal | |
| # axes would. | |
| d0 = (vmin, 0.5) | |
| d1 = (vmax, 0.5) | |
| # Swap them if the orientation is vertical | |
| if orientation == "vertical": | |
| d0 = d0[::-1] | |
| d1 = d1[::-1] | |
| # Convert to screen coordinates ("s"). Events are defined only with pixel | |
| # precision, so round the pixel values, and below, check against the | |
| # corresponding xdata/ydata, which are close but not equal to d0/d1. | |
| s0 = cb.ax.transData.transform(d0).astype(int) | |
| s1 = cb.ax.transData.transform(d1).astype(int) | |
| # Set up the mouse movements | |
| start_event = MouseEvent( | |
| "button_press_event", fig.canvas, *s0, button) | |
| stop_event = MouseEvent( | |
| "button_release_event", fig.canvas, *s1, button) | |
| tb = NavigationToolbar2(fig.canvas) | |
| if tool == "zoom": | |
| tb.zoom() | |
| tb.press_zoom(start_event) | |
| tb.drag_zoom(stop_event) | |
| tb.release_zoom(stop_event) | |
| else: | |
| tb.pan() | |
| tb.press_pan(start_event) | |
| tb.drag_pan(stop_event) | |
| tb.release_pan(stop_event) | |
| # Should be close, but won't be exact due to screen integer resolution | |
| assert (cb.vmin, cb.vmax) == pytest.approx(expected, abs=0.15) | |
| def test_toolbar_zoompan(): | |
| with pytest.warns(UserWarning, match=_EXPECTED_WARNING_TOOLMANAGER): | |
| plt.rcParams['toolbar'] = 'toolmanager' | |
| ax = plt.gca() | |
| fig = ax.get_figure() | |
| assert ax.get_navigate_mode() is None | |
| fig.canvas.manager.toolmanager.trigger_tool('zoom') | |
| assert ax.get_navigate_mode() == "ZOOM" | |
| fig.canvas.manager.toolmanager.trigger_tool('pan') | |
| assert ax.get_navigate_mode() == "PAN" | |
| def test_toolbar_home_restores_autoscale(): | |
| fig, ax = plt.subplots() | |
| ax.plot(range(11), range(11)) | |
| tb = NavigationToolbar2(fig.canvas) | |
| tb.zoom() | |
| # Switch to log. | |
| KeyEvent("key_press_event", fig.canvas, "k", 100, 100)._process() | |
| KeyEvent("key_press_event", fig.canvas, "l", 100, 100)._process() | |
| assert ax.get_xlim() == ax.get_ylim() == (1, 10) # Autolimits excluding 0. | |
| # Switch back to linear. | |
| KeyEvent("key_press_event", fig.canvas, "k", 100, 100)._process() | |
| KeyEvent("key_press_event", fig.canvas, "l", 100, 100)._process() | |
| assert ax.get_xlim() == ax.get_ylim() == (0, 10) # Autolimits. | |
| # Zoom in from (x, y) = (2, 2) to (5, 5). | |
| start, stop = ax.transData.transform([(2, 2), (5, 5)]) | |
| MouseEvent("button_press_event", fig.canvas, *start, MouseButton.LEFT)._process() | |
| MouseEvent("button_release_event", fig.canvas, *stop, MouseButton.LEFT)._process() | |
| # Go back to home. | |
| KeyEvent("key_press_event", fig.canvas, "h")._process() | |
| assert ax.get_xlim() == ax.get_ylim() == (0, 10) | |
| # Switch to log. | |
| KeyEvent("key_press_event", fig.canvas, "k", 100, 100)._process() | |
| KeyEvent("key_press_event", fig.canvas, "l", 100, 100)._process() | |
| assert ax.get_xlim() == ax.get_ylim() == (1, 10) # Autolimits excluding 0. | |
| def test_draw(backend): | |
| from matplotlib.figure import Figure | |
| from matplotlib.backends.backend_agg import FigureCanvas | |
| test_backend = importlib.import_module(f'matplotlib.backends.backend_{backend}') | |
| TestCanvas = test_backend.FigureCanvas | |
| fig_test = Figure(constrained_layout=True) | |
| TestCanvas(fig_test) | |
| axes_test = fig_test.subplots(2, 2) | |
| # defaults to FigureCanvasBase | |
| fig_agg = Figure(constrained_layout=True) | |
| # put a backends.backend_agg.FigureCanvas on it | |
| FigureCanvas(fig_agg) | |
| axes_agg = fig_agg.subplots(2, 2) | |
| init_pos = [ax.get_position() for ax in axes_test.ravel()] | |
| fig_test.canvas.draw() | |
| fig_agg.canvas.draw() | |
| layed_out_pos_test = [ax.get_position() for ax in axes_test.ravel()] | |
| layed_out_pos_agg = [ax.get_position() for ax in axes_agg.ravel()] | |
| for init, placed in zip(init_pos, layed_out_pos_test): | |
| assert not np.allclose(init, placed, atol=0.005) | |
| for ref, test in zip(layed_out_pos_agg, layed_out_pos_test): | |
| np.testing.assert_allclose(ref, test, atol=0.005) | |
| def test_interactive_pan(key, mouseend, expectedxlim, expectedylim): | |
| fig, ax = plt.subplots() | |
| ax.plot(np.arange(10)) | |
| assert ax.get_navigate() | |
| # Set equal aspect ratio to easier see diagonal snap | |
| ax.set_aspect('equal') | |
| # Mouse move starts from 0.5, 0.5 | |
| mousestart = (0.5, 0.5) | |
| # Convert to screen coordinates ("s"). Events are defined only with pixel | |
| # precision, so round the pixel values, and below, check against the | |
| # corresponding xdata/ydata, which are close but not equal to d0/d1. | |
| sstart = ax.transData.transform(mousestart).astype(int) | |
| send = ax.transData.transform(mouseend).astype(int) | |
| # Set up the mouse movements | |
| start_event = MouseEvent( | |
| "button_press_event", fig.canvas, *sstart, button=MouseButton.LEFT, | |
| key=key) | |
| stop_event = MouseEvent( | |
| "button_release_event", fig.canvas, *send, button=MouseButton.LEFT, | |
| key=key) | |
| tb = NavigationToolbar2(fig.canvas) | |
| tb.pan() | |
| tb.press_pan(start_event) | |
| tb.drag_pan(stop_event) | |
| tb.release_pan(stop_event) | |
| # Should be close, but won't be exact due to screen integer resolution | |
| assert tuple(ax.get_xlim()) == pytest.approx(expectedxlim, abs=0.02) | |
| assert tuple(ax.get_ylim()) == pytest.approx(expectedylim, abs=0.02) | |
| def test_toolmanager_remove(): | |
| with pytest.warns(UserWarning, match=_EXPECTED_WARNING_TOOLMANAGER): | |
| plt.rcParams['toolbar'] = 'toolmanager' | |
| fig = plt.gcf() | |
| initial_len = len(fig.canvas.manager.toolmanager.tools) | |
| assert 'forward' in fig.canvas.manager.toolmanager.tools | |
| fig.canvas.manager.toolmanager.remove_tool('forward') | |
| assert len(fig.canvas.manager.toolmanager.tools) == initial_len - 1 | |
| assert 'forward' not in fig.canvas.manager.toolmanager.tools | |
| def test_toolmanager_get_tool(): | |
| with pytest.warns(UserWarning, match=_EXPECTED_WARNING_TOOLMANAGER): | |
| plt.rcParams['toolbar'] = 'toolmanager' | |
| fig = plt.gcf() | |
| rubberband = fig.canvas.manager.toolmanager.get_tool('rubberband') | |
| assert isinstance(rubberband, RubberbandBase) | |
| assert fig.canvas.manager.toolmanager.get_tool(rubberband) is rubberband | |
| with pytest.warns(UserWarning, | |
| match="ToolManager does not control tool 'foo'"): | |
| assert fig.canvas.manager.toolmanager.get_tool('foo') is None | |
| assert fig.canvas.manager.toolmanager.get_tool('foo', warn=False) is None | |
| with pytest.warns(UserWarning, | |
| match="ToolManager does not control tool 'foo'"): | |
| assert fig.canvas.manager.toolmanager.trigger_tool('foo') is None | |
| def test_toolmanager_update_keymap(): | |
| with pytest.warns(UserWarning, match=_EXPECTED_WARNING_TOOLMANAGER): | |
| plt.rcParams['toolbar'] = 'toolmanager' | |
| fig = plt.gcf() | |
| assert 'v' in fig.canvas.manager.toolmanager.get_tool_keymap('forward') | |
| with pytest.warns(UserWarning, | |
| match="Key c changed from back to forward"): | |
| fig.canvas.manager.toolmanager.update_keymap('forward', 'c') | |
| assert fig.canvas.manager.toolmanager.get_tool_keymap('forward') == ['c'] | |
| with pytest.raises(KeyError, match="'foo' not in Tools"): | |
| fig.canvas.manager.toolmanager.update_keymap('foo', 'c') | |
| def test_interactive_pan_zoom_events(tool, button, patch_vis, forward_nav, t_s): | |
| # Bottom axes: ax_b Top axes: ax_t | |
| fig, ax_b = plt.subplots() | |
| ax_t = fig.add_subplot(221, zorder=99) | |
| ax_t.set_forward_navigation_events(forward_nav) | |
| ax_t.patch.set_visible(patch_vis) | |
| # ---------------------------- | |
| if t_s == "share": | |
| ax_t_twin = fig.add_subplot(222) | |
| ax_t_twin.sharex(ax_t) | |
| ax_t_twin.sharey(ax_t) | |
| ax_b_twin = fig.add_subplot(223) | |
| ax_b_twin.sharex(ax_b) | |
| ax_b_twin.sharey(ax_b) | |
| elif t_s == "twin": | |
| ax_t_twin = ax_t.twinx() | |
| ax_b_twin = ax_b.twinx() | |
| # just some styling to simplify manual checks | |
| ax_t.set_label("ax_t") | |
| ax_t.patch.set_facecolor((1, 0, 0, 0.5)) | |
| ax_t_twin.set_label("ax_t_twin") | |
| ax_t_twin.patch.set_facecolor("r") | |
| ax_b.set_label("ax_b") | |
| ax_b.patch.set_facecolor((0, 0, 1, 0.5)) | |
| ax_b_twin.set_label("ax_b_twin") | |
| ax_b_twin.patch.set_facecolor("b") | |
| # ---------------------------- | |
| # Set initial axis limits | |
| init_xlim, init_ylim = (0, 10), (0, 10) | |
| for ax in [ax_t, ax_b]: | |
| ax.set_xlim(*init_xlim) | |
| ax.set_ylim(*init_ylim) | |
| # Mouse from 2 to 1 (in data-coordinates of ax_t). | |
| xstart_t, xstop_t, ystart_t, ystop_t = 1, 2, 1, 2 | |
| # Convert to screen coordinates ("s"). Events are defined only with pixel | |
| # precision, so round the pixel values, and below, check against the | |
| # corresponding xdata/ydata, which are close but not equal to s0/s1. | |
| s0 = ax_t.transData.transform((xstart_t, ystart_t)).astype(int) | |
| s1 = ax_t.transData.transform((xstop_t, ystop_t)).astype(int) | |
| # Calculate the mouse-distance in data-coordinates of the bottom-axes | |
| xstart_b, ystart_b = ax_b.transData.inverted().transform(s0) | |
| xstop_b, ystop_b = ax_b.transData.inverted().transform(s1) | |
| # Set up the mouse movements | |
| start_event = MouseEvent("button_press_event", fig.canvas, *s0, button) | |
| stop_event = MouseEvent("button_release_event", fig.canvas, *s1, button) | |
| tb = NavigationToolbar2(fig.canvas) | |
| if tool == "zoom": | |
| # Evaluate expected limits before executing the zoom-event | |
| direction = ("in" if button == 1 else "out") | |
| xlim_t, ylim_t = ax_t._prepare_view_from_bbox([*s0, *s1], direction) | |
| if ax_t.get_forward_navigation_events() is True: | |
| xlim_b, ylim_b = ax_b._prepare_view_from_bbox([*s0, *s1], direction) | |
| elif ax_t.get_forward_navigation_events() is False: | |
| xlim_b = init_xlim | |
| ylim_b = init_ylim | |
| else: | |
| if not ax_t.patch.get_visible(): | |
| xlim_b, ylim_b = ax_b._prepare_view_from_bbox([*s0, *s1], direction) | |
| else: | |
| xlim_b = init_xlim | |
| ylim_b = init_ylim | |
| tb.zoom() | |
| tb.press_zoom(start_event) | |
| tb.drag_zoom(stop_event) | |
| tb.release_zoom(stop_event) | |
| assert ax_t.get_xlim() == pytest.approx(xlim_t, abs=0.15) | |
| assert ax_t.get_ylim() == pytest.approx(ylim_t, abs=0.15) | |
| assert ax_b.get_xlim() == pytest.approx(xlim_b, abs=0.15) | |
| assert ax_b.get_ylim() == pytest.approx(ylim_b, abs=0.15) | |
| # Check if twin-axes are properly triggered | |
| assert ax_t.get_xlim() == pytest.approx(ax_t_twin.get_xlim(), abs=0.15) | |
| assert ax_b.get_xlim() == pytest.approx(ax_b_twin.get_xlim(), abs=0.15) | |
| else: | |
| # Evaluate expected limits | |
| # (call start_pan to make sure ax._pan_start is set) | |
| ax_t.start_pan(*s0, button) | |
| xlim_t, ylim_t = ax_t._get_pan_points(button, None, *s1).T.astype(float) | |
| ax_t.end_pan() | |
| if ax_t.get_forward_navigation_events() is True: | |
| ax_b.start_pan(*s0, button) | |
| xlim_b, ylim_b = ax_b._get_pan_points(button, None, *s1).T.astype(float) | |
| ax_b.end_pan() | |
| elif ax_t.get_forward_navigation_events() is False: | |
| xlim_b = init_xlim | |
| ylim_b = init_ylim | |
| else: | |
| if not ax_t.patch.get_visible(): | |
| ax_b.start_pan(*s0, button) | |
| xlim_b, ylim_b = ax_b._get_pan_points(button, None, *s1).T.astype(float) | |
| ax_b.end_pan() | |
| else: | |
| xlim_b = init_xlim | |
| ylim_b = init_ylim | |
| tb.pan() | |
| tb.press_pan(start_event) | |
| tb.drag_pan(stop_event) | |
| tb.release_pan(stop_event) | |
| assert ax_t.get_xlim() == pytest.approx(xlim_t, abs=0.15) | |
| assert ax_t.get_ylim() == pytest.approx(ylim_t, abs=0.15) | |
| assert ax_b.get_xlim() == pytest.approx(xlim_b, abs=0.15) | |
| assert ax_b.get_ylim() == pytest.approx(ylim_b, abs=0.15) | |
| # Check if twin-axes are properly triggered | |
| assert ax_t.get_xlim() == pytest.approx(ax_t_twin.get_xlim(), abs=0.15) | |
| assert ax_b.get_xlim() == pytest.approx(ax_b_twin.get_xlim(), abs=0.15) | |