"""
Core visualization operations based on PyVista.

Actual implementation of _Renderer and _Projection classes.
"""

# Authors: The MNE-Python contributors.
# License: BSD-3-Clause
# Copyright the MNE-Python contributors.

import platform
import re
import warnings
from contextlib import contextmanager
from inspect import signature

import numpy as np
import pyvista
from pyvista import Line, Plotter, PolyData, UnstructuredGrid, close_all
from pyvistaqt import BackgroundPlotter

from ...fixes import _compare_version
from ...transforms import _cart_to_sph, _sph_to_cart, apply_trans
from ...utils import (
    _check_option,
    _require_version,
    _validate_type,
    warn,
)
from ._abstract import Figure3D, _AbstractRenderer
from ._utils import (
    ALLOWED_QUIVER_MODES,
    _alpha_blend_background,
    _get_colormap_from_array,
    _init_mne_qtapp,
)

try:
    from pyvista.plotting.plotter import _ALL_PLOTTERS
except Exception:  # PV < 0.40
    from pyvista.plotting.plotting import _ALL_PLOTTERS

from vtkmodules.util.numpy_support import numpy_to_vtk
from vtkmodules.vtkCommonCore import VTK_UNSIGNED_CHAR, vtkCommand, vtkLookupTable
from vtkmodules.vtkCommonDataModel import VTK_VERTEX, vtkPiecewiseFunction
from vtkmodules.vtkCommonTransforms import vtkTransform
from vtkmodules.vtkFiltersCore import vtkCellDataToPointData, vtkGlyph3D
from vtkmodules.vtkFiltersGeneral import (
    vtkMarchingContourFilter,
    vtkTransformPolyDataFilter,
)
from vtkmodules.vtkFiltersHybrid import vtkPolyDataSilhouette
from vtkmodules.vtkFiltersSources import (
    vtkArrowSource,
    vtkConeSource,
    vtkCylinderSource,
    vtkGlyphSource2D,
    vtkPlatonicSolidSource,
    vtkSphereSource,
)
from vtkmodules.vtkImagingCore import vtkImageReslice
from vtkmodules.vtkRenderingCore import (
    vtkActor,
    vtkCellPicker,
    vtkColorTransferFunction,
    vtkCoordinate,
    vtkDataSetMapper,
    vtkMapper,
    vtkPolyDataMapper,
    vtkVolume,
)
from vtkmodules.vtkRenderingVolumeOpenGL2 import vtkSmartVolumeMapper

_FIGURES = dict()


class PyVistaFigure(Figure3D):
    """PyVista-based 3D Figure.

    .. note:: This class should not be instantiated directly via
              ``mne.viz.PyVistaFigure(...)``. Instead, use
              :func:`mne.viz.create_3d_figure`.

    See Also
    --------
    mne.viz.create_3d_figure
    """

    def __init__(self):
        pass

    def _init(
        self,
        plotter=None,
        show=False,
        title="MNE-Python 3D Figure",
        size=(600, 600),
        shape=(1, 1),
        background_color="black",
        smooth_shading=True,
        off_screen=False,
        notebook=False,
        splash=False,
    ):
        self._plotter = plotter
        self.display = None
        self.background_color = background_color
        self.smooth_shading = smooth_shading
        self.notebook = notebook
        self.title = title
        self.splash = splash

        self.store = dict()
        self.store["window_size"] = size
        self.store["shape"] = shape
        self.store["off_screen"] = off_screen
        self.store["border"] = False
        self.store["line_smoothing"] = True
        self.store["polygon_smoothing"] = True
        self.store["point_smoothing"] = True

        if not self.notebook:
            self.store["show"] = show
            self.store["title"] = title
            self.store["auto_update"] = False
            self.store["menu_bar"] = False
            self.store["toolbar"] = False
            self.store["update_app_icon"] = False
            self._plotter_class = _SafeBackgroundPlotter
            if "app_window_class" in signature(BackgroundPlotter).parameters:
                from ._qt import _MNEMainWindow

                self.store["app_window_class"] = _MNEMainWindow
        else:
            self._plotter_class = Plotter

        self._nrows, self._ncols = self.store["shape"]

    def _build(self):
        if self.plotter is None:
            if not self.notebook:
                out = _init_mne_qtapp(enable_icon=True, splash=self.splash)
                # replace it with the Qt object
                if self.splash:
                    self.splash = out[1]
                    app = out[0]
                else:
                    app = out
                self.store["app"] = app
            plotter = self._plotter_class(**self.store)
            plotter.background_color = self.background_color
            self._plotter = plotter
        # TODO: This breaks trame "client" backend
        if self.plotter.iren is not None:
            self.plotter.iren.initialize()
        _process_events(self.plotter)
        _process_events(self.plotter)
        return self.plotter

    def _is_active(self):
        return hasattr(self.plotter, "ren_win")


class _Projection:
    """Class storing projection information.

    Attributes
    ----------
    xy : array
        Result of 2d projection of 3d data.
    pts : None
        Scene sensors handle.
    """

    def __init__(self, *, xy, pts, plotter):
        """Store input projection information into attributes."""
        self.xy = xy
        self.pts = pts
        self.plotter = plotter

    def visible(self, state):
        """Modify visibility attribute of the sensors."""
        self.pts.SetVisibility(state)
        self.plotter.render()


class _PyVistaRenderer(_AbstractRenderer):
    """Class managing rendering scene.

    Attributes
    ----------
    plotter: Plotter
        Main PyVista access point.
    name: str
        Name of the window.
    """

    def __init__(
        self,
        fig=None,
        size=(600, 600),
        bgcolor="black",
        *,
        name=None,
        show=False,
        shape=(1, 1),
        notebook=None,
        smooth_shading=True,
        splash=False,
        multi_samples=None,
    ):
        from .._3d import _get_3d_option

        _require_version("pyvista", "use 3D rendering", "0.32")
        multi_samples = _get_3d_option("multi_samples")
        # multi_samples > 1 is broken on macOS + Intel Iris + volume rendering
        if platform.system() == "Darwin":
            multi_samples = 1
        figure = PyVistaFigure()
        figure._init(
            show=show,
            title=name,
            size=size,
            shape=shape,
            background_color=bgcolor,
            notebook=notebook,
            smooth_shading=smooth_shading,
            splash=splash,
        )
        self.font_family = "arial"
        self.tube_n_sides = 20
        self.antialias = _get_3d_option("antialias")
        self.depth_peeling = _get_3d_option("depth_peeling")
        self.multi_samples = multi_samples
        self.smooth_shading = smooth_shading
        if isinstance(fig, int):
            saved_fig = _FIGURES.get(fig)
            # Restore only active plotter
            if saved_fig is not None and saved_fig._is_active():
                self.figure = saved_fig
            else:
                self.figure = figure
                _FIGURES[fig] = self.figure
        elif fig is None:
            self.figure = figure
        else:
            self.figure = fig

        # Enable off_screen if sphinx-gallery or testing
        if pyvista.OFF_SCREEN:
            self.figure.store["off_screen"] = True

        # pyvista theme may enable depth peeling by default so
        # we disable it initially to better control the value afterwards
        with _disabled_depth_peeling():
            self.plotter = self.figure._build()
        self._hide_axes()
        self._toggle_antialias()
        self._enable_depth_peeling()

        # FIX: https://github.com/pyvista/pyvistaqt/pull/68
        if not hasattr(self.plotter, "iren"):
            self.plotter.iren = None

        self.update_lighting()

    @property
    def _all_plotters(self):
        if self.figure.plotter is not None:
            return [self.figure.plotter]
        else:
            return list()

    @property
    def _all_renderers(self):
        if self.figure.plotter is not None:
            return self.figure.plotter.renderers
        else:
            return list()

    def _hide_axes(self):
        for renderer in self._all_renderers:
            renderer.hide_axes()

    def _update(self):
        for plotter in self._all_plotters:
            plotter.update()

    def _index_to_loc(self, idx):
        _ncols = self.figure._ncols
        row = idx // _ncols
        col = idx % _ncols
        return (row, col)

    def _loc_to_index(self, loc):
        _ncols = self.figure._ncols
        return loc[0] * _ncols + loc[1]

    def subplot(self, x, y):
        x = np.max([0, np.min([x, self.figure._nrows - 1])])
        y = np.max([0, np.min([y, self.figure._ncols - 1])])
        self.plotter.subplot(x, y)

    def scene(self):
        return self.figure

    def update_lighting(self):
        # Inspired from Mayavi's version of Raymond Maple 3-lights illumination
        for renderer in self._all_renderers:
            lights = list(renderer.GetLights())
            headlight = lights.pop(0)
            headlight.SetSwitch(False)
            # below and centered, left and above, right and above
            az_el_in = ((0, -45, 0.7), (-60, 30, 0.7), (60, 30, 0.7))
            for li, light in enumerate(lights):
                if li < len(az_el_in):
                    light.SetSwitch(True)
                    light.SetPosition(_to_pos(*az_el_in[li][:2]))
                    light.SetIntensity(az_el_in[li][2])
                else:
                    light.SetSwitch(False)
                    light.SetPosition(_to_pos(0.0, 0.0))
                    light.SetIntensity(0.0)
                light.SetColor(1.0, 1.0, 1.0)

    def set_interaction(self, interaction):
        if not hasattr(self.plotter, "iren") or self.plotter.iren is None:
            return
        if interaction == "rubber_band_2d":
            for renderer in self._all_renderers:
                renderer.enable_parallel_projection()
            self.plotter.enable_rubber_band_2d_style()
        else:
            for renderer in self._all_renderers:
                renderer.disable_parallel_projection()
            kwargs = dict()
            if interaction == "terrain":
                kwargs["mouse_wheel_zooms"] = True
            getattr(self.plotter, f"enable_{interaction}_style")(**kwargs)

    def legend(self, labels, border=False, size=0.1, face="triangle", loc="upper left"):
        return self.plotter.add_legend(labels, size=(size, size), face=face, loc=loc)

    def polydata(
        self,
        mesh,
        color=None,
        opacity=1.0,
        normals=None,
        backface_culling=False,
        scalars=None,
        colormap=None,
        vmin=None,
        vmax=None,
        interpolate_before_map=True,
        representation="surface",
        line_width=1.0,
        polygon_offset=None,
        **kwargs,
    ):
        from matplotlib.colors import to_rgba_array

        rgba = False
        if color is not None:
            # See if we need to convert or not
            check_color = to_rgba_array(color)
            if len(check_color) == mesh.n_points:
                scalars = (check_color * 255).astype("ubyte")
                color = None
                rgba = True
        if isinstance(colormap, np.ndarray):
            if colormap.dtype == np.uint8:
                colormap = colormap.astype(np.float64) / 255.0
            from matplotlib.colors import ListedColormap

            colormap = ListedColormap(colormap)
        if normals is not None:
            mesh.point_data["Normals"] = normals
            mesh.GetPointData().SetActiveNormals("Normals")
        else:
            _compute_normals(mesh)
        smooth_shading = self.smooth_shading
        if representation == "wireframe":
            smooth_shading = False  # never use smooth shading for wf
        rgba = kwargs.pop("rgba", rgba)
        actor = _add_mesh(
            plotter=self.plotter,
            mesh=mesh,
            color=color,
            scalars=scalars,
            edge_color=color,
            opacity=opacity,
            cmap=colormap,
            backface_culling=backface_culling,
            rng=[vmin, vmax],
            show_scalar_bar=False,
            rgba=rgba,
            smooth_shading=smooth_shading,
            interpolate_before_map=interpolate_before_map,
            style=representation,
            line_width=line_width,
            **kwargs,
        )

        if polygon_offset is not None:
            mapper = actor.GetMapper()
            mapper.SetResolveCoincidentTopologyToPolygonOffset()
            mapper.SetRelativeCoincidentTopologyPolygonOffsetParameters(
                polygon_offset, polygon_offset
            )

        return actor, mesh

    def mesh(
        self,
        x,
        y,
        z,
        triangles,
        color,
        opacity=1.0,
        *,
        backface_culling=False,
        scalars=None,
        colormap=None,
        vmin=None,
        vmax=None,
        interpolate_before_map=True,
        representation="surface",
        line_width=1.0,
        normals=None,
        polygon_offset=None,
        **kwargs,
    ):
        vertices = np.c_[x, y, z].astype(float)
        triangles = np.c_[np.full(len(triangles), 3), triangles]
        mesh = PolyData(vertices, triangles)
        return self.polydata(
            mesh=mesh,
            color=color,
            opacity=opacity,
            normals=normals,
            backface_culling=backface_culling,
            scalars=scalars,
            colormap=colormap,
            vmin=vmin,
            vmax=vmax,
            interpolate_before_map=interpolate_before_map,
            representation=representation,
            line_width=line_width,
            polygon_offset=polygon_offset,
            **kwargs,
        )

    def contour(
        self,
        surface,
        scalars,
        contours,
        width=1.0,
        opacity=1.0,
        vmin=None,
        vmax=None,
        colormap=None,
        normalized_colormap=False,
        kind="line",
        color=None,
    ):
        if colormap is not None:
            colormap = _get_colormap_from_array(colormap, normalized_colormap)
        vertices = np.array(surface["rr"])
        triangles = np.array(surface["tris"])
        n_triangles = len(triangles)
        triangles = np.c_[np.full(n_triangles, 3), triangles]
        mesh = PolyData(vertices, triangles)
        mesh.point_data["scalars"] = scalars
        contour = mesh.contour(isosurfaces=contours)
        line_width = width
        if kind == "tube":
            contour = contour.tube(radius=width, n_sides=self.tube_n_sides)
            line_width = 1.0
        actor = _add_mesh(
            plotter=self.plotter,
            mesh=contour,
            show_scalar_bar=False,
            line_width=line_width,
            color=color,
            rng=[vmin, vmax],
            cmap=colormap,
            opacity=opacity,
            smooth_shading=self.smooth_shading,
        )
        return actor, contour

    def surface(
        self,
        surface,
        color=None,
        opacity=1.0,
        vmin=None,
        vmax=None,
        colormap=None,
        normalized_colormap=False,
        scalars=None,
        backface_culling=False,
        polygon_offset=None,
    ):
        normals = surface.get("nn", None)
        vertices = np.array(surface["rr"])
        triangles = np.array(surface["tris"])
        triangles = np.c_[np.full(len(triangles), 3), triangles]
        mesh = PolyData(vertices, triangles)
        colormap = _get_colormap_from_array(colormap, normalized_colormap)
        if scalars is not None:
            mesh.point_data["scalars"] = scalars
        return self.polydata(
            mesh=mesh,
            color=color,
            opacity=opacity,
            normals=normals,
            backface_culling=backface_culling,
            scalars=scalars,
            colormap=colormap,
            vmin=vmin,
            vmax=vmax,
            polygon_offset=polygon_offset,
        )

    def sphere(
        self,
        center,
        color,
        scale,
        opacity=1.0,
        resolution=8,
        backface_culling=False,
        radius=None,
    ):
        from vtkmodules.vtkFiltersSources import vtkSphereSource

        factor = 1.0 if radius is not None else scale
        center = np.array(center, dtype=float)
        if len(center) == 0:
            return None, None
        _check_option("center.ndim", center.ndim, (1, 2))
        _check_option("center.shape[-1]", center.shape[-1], (3,))
        sphere = vtkSphereSource()
        sphere.SetThetaResolution(resolution)
        sphere.SetPhiResolution(resolution)
        if radius is not None:
            sphere.SetRadius(radius)
        sphere.Update()
        geom = sphere.GetOutput()
        mesh = PolyData(center)
        glyph = mesh.glyph(orient=False, scale=False, factor=factor, geom=geom)
        actor = _add_mesh(
            self.plotter,
            mesh=glyph,
            color=color,
            opacity=opacity,
            backface_culling=backface_culling,
            smooth_shading=self.smooth_shading,
        )
        return actor, glyph

    def tube(
        self,
        origin,
        destination,
        radius=0.001,
        color="white",
        scalars=None,
        vmin=None,
        vmax=None,
        colormap="RdBu",
        normalized_colormap=False,
        reverse_lut=False,
        opacity=None,
    ):
        cmap = _get_colormap_from_array(colormap, normalized_colormap)
        for pointa, pointb in zip(origin, destination):
            line = Line(pointa, pointb)
            if scalars is not None:
                line.point_data["scalars"] = scalars[0, :]
                scalars = "scalars"
                color = None
            else:
                scalars = None
            tube = line.tube(radius, n_sides=self.tube_n_sides)
            actor = _add_mesh(
                plotter=self.plotter,
                mesh=tube,
                scalars=scalars,
                flip_scalars=reverse_lut,
                rng=[vmin, vmax],
                color=color,
                show_scalar_bar=False,
                cmap=cmap,
                smooth_shading=self.smooth_shading,
                opacity=opacity,
            )
        return actor, tube

    def quiver3d(
        self,
        x,
        y,
        z,
        u,
        v,
        w,
        color,
        scale,
        mode,
        resolution=8,
        *,
        glyph_height=None,
        glyph_center=None,
        glyph_resolution=None,
        opacity=1.0,
        scale_mode="none",
        scalars=None,
        colormap=None,
        backface_culling=False,
        glyph_radius=0.15,
        solid_transform=None,
        clim=None,
    ):
        _check_option("mode", mode, ALLOWED_QUIVER_MODES)
        _validate_type(scale_mode, str, "scale_mode")
        scale_map = dict(none=False, scalar="scalars", vector="vec")
        _check_option("scale_mode", scale_mode, list(scale_map))
        factor = scale
        vectors = np.c_[u, v, w]
        points = np.vstack(np.c_[x, y, z])
        n_points = len(points)
        cell_type = np.full(n_points, VTK_VERTEX)
        cells = np.c_[np.full(n_points, 1), range(n_points)]
        args = (cells, cell_type, points)
        grid = UnstructuredGrid(*args)
        if scalars is None:
            scalars = np.ones((n_points,))
            mesh_scalars = None
        else:
            mesh_scalars = "scalars"
        grid.point_data["scalars"] = np.array(scalars, float)
        grid.point_data["vec"] = vectors
        if mode == "2darrow":
            return _arrow_glyph(grid, factor), grid
        elif mode == "arrow":
            alg = _glyph(grid, orient="vec", scalars="scalars", factor=factor)
            mesh = pyvista.wrap(alg.GetOutput())
        else:
            tr = None
            if mode == "cone":
                glyph = vtkConeSource()
                glyph.SetCenter(0.5, 0, 0)
                if glyph_radius is not None:
                    glyph.SetRadius(glyph_radius)
            elif mode == "cylinder":
                glyph = vtkCylinderSource()
                if glyph_radius is not None:
                    glyph.SetRadius(glyph_radius)
            elif mode == "oct":
                glyph = vtkPlatonicSolidSource()
                glyph.SetSolidTypeToOctahedron()
            else:
                assert mode == "sphere", mode  # guaranteed above
                glyph = vtkSphereSource()
            if mode == "cylinder":
                if glyph_height is not None:
                    glyph.SetHeight(glyph_height)
                if glyph_center is not None:
                    glyph.SetCenter(glyph_center)
                if glyph_resolution is not None:
                    glyph.SetResolution(glyph_resolution)
                tr = vtkTransform()
                tr.RotateWXYZ(90, 0, 0, 1)
            elif mode == "oct":
                if solid_transform is not None:
                    assert solid_transform.shape == (4, 4)
                    tr = vtkTransform()
                    tr.SetMatrix(solid_transform.astype(np.float64).ravel())
            if tr is not None:
                # fix orientation
                glyph.Update()
                trp = vtkTransformPolyDataFilter()
                trp.SetInputData(glyph.GetOutput())
                trp.SetTransform(tr)
                glyph = trp
            glyph.Update()
            geom = glyph.GetOutput()
            mesh = grid.glyph(
                orient="vec",
                scale=scale_map[scale_mode],
                factor=factor,
                geom=geom,
            )
        actor = _add_mesh(
            self.plotter,
            mesh=mesh,
            color=color,
            opacity=opacity,
            scalars=mesh_scalars if colormap is not None else None,
            colormap=colormap,
            show_scalar_bar=False,
            backface_culling=backface_culling,
            clim=clim,
        )
        return actor, mesh

    def text2d(
        self, x_window, y_window, text, size=14, color="white", justification=None
    ):
        size = 14 if size is None else size
        position = (x_window, y_window)
        actor = self.plotter.add_text(
            text, position=position, font_size=size, color=color, viewport=True
        )
        if isinstance(justification, str):
            if justification == "left":
                actor.GetTextProperty().SetJustificationToLeft()
            elif justification == "center":
                actor.GetTextProperty().SetJustificationToCentered()
            elif justification == "right":
                actor.GetTextProperty().SetJustificationToRight()
            else:
                raise ValueError(
                    "Expected values for `justification` are `left`, `center` or "
                    f"`right` but got {justification} instead."
                )
        _hide_testing_actor(actor)
        return actor

    def text3d(self, x, y, z, text, scale, color="white"):
        kwargs = dict(
            points=np.array([x, y, z]).astype(float),
            labels=[text],
            point_size=scale,
            text_color=color,
            font_family=self.font_family,
            name=text,
            shape_opacity=0,
        )
        if "always_visible" in signature(self.plotter.add_point_labels).parameters:
            kwargs["always_visible"] = True
        actor = self.plotter.add_point_labels(**kwargs)
        _hide_testing_actor(actor)
        return actor

    def scalarbar(
        self,
        source,
        color="white",
        title=None,
        n_labels=4,
        bgcolor=None,
        **extra_kwargs,
    ):
        if isinstance(source, vtkMapper):
            mapper = source
        elif isinstance(source, vtkActor):
            mapper = source.GetMapper()
        else:
            mapper = None
        kwargs = dict(
            color=color,
            title=title,
            n_labels=n_labels,
            use_opacity=False,
            n_colors=256,
            position_x=0.15,
            position_y=0.05,
            width=0.7,
            shadow=False,
            bold=True,
            label_font_size=22,
            font_family=self.font_family,
            background_color=bgcolor,
            mapper=mapper,
        )
        kwargs.update(extra_kwargs)
        actor = self.plotter.add_scalar_bar(**kwargs)
        _hide_testing_actor(actor)
        return actor

    def show(self):
        self.plotter.show()

    def close(self):
        _close_3d_figure(figure=self.figure)

    def get_camera(self, *, rigid=None):
        return _get_3d_view(self.figure, rigid=rigid)

    def set_camera(
        self,
        azimuth=None,
        elevation=None,
        distance=None,
        focalpoint=None,
        roll=None,
        *,
        rigid=None,
        update=True,
    ):
        _set_3d_view(
            self.figure,
            azimuth=azimuth,
            elevation=elevation,
            distance=distance,
            focalpoint=focalpoint,
            roll=roll,
            rigid=rigid,
            update=update,
        )

    def screenshot(self, mode="rgb", filename=None):
        return _take_3d_screenshot(figure=self.figure, mode=mode, filename=filename)

    def project(self, xyz, ch_names):
        xy = _3d_to_2d(self.plotter, xyz)
        xy = dict(zip(ch_names, xy))
        # pts = self.fig.children[-1]
        pts = self.plotter.renderer.GetActors().GetLastItem()

        return _Projection(xy=xy, pts=pts, plotter=self.plotter)

    def _enable_depth_peeling(self):
        for plotter in self._all_plotters:
            if self.depth_peeling:
                plotter.enable_depth_peeling()
            else:
                plotter.disable_depth_peeling()

    def _toggle_antialias(self):
        """Enable it everywhere except on systems with problematic OpenGL."""
        # MESA can't seem to handle MSAA and depth peeling simultaneously, see
        # https://github.com/pyvista/pyvista/issues/4867
        bad_system = _is_osmesa(self.plotter)
        for plotter in self._all_plotters:
            if bad_system or not self.antialias:
                plotter.disable_anti_aliasing()
            else:
                if not bad_system:
                    plotter.enable_anti_aliasing(
                        aa_type="msaa",
                        multi_samples=self.multi_samples,
                    )

    def remove_mesh(self, mesh_data):
        actor, _ = mesh_data
        self.plotter.remove_actor(actor)

    @contextmanager
    def _disabled_interaction(self):
        if not self.plotter.renderer.GetInteractive():
            yield
        else:
            self.plotter.disable()
            try:
                yield
            finally:
                self.plotter.enable()

    def _actor(self, mapper=None):
        actor = vtkActor()
        if mapper is not None:
            actor.SetMapper(mapper)
        _hide_testing_actor(actor)
        return actor

    def _process_events(self):
        for plotter in self._all_plotters:
            _process_events(plotter)

    def _update_picking_callback(
        self, on_mouse_move, on_button_press, on_button_release, on_pick
    ):
        add_obs = self.plotter.iren.add_observer
        add_obs(vtkCommand.RenderEvent, on_mouse_move)
        add_obs(vtkCommand.LeftButtonPressEvent, on_button_press)
        add_obs(vtkCommand.EndInteractionEvent, on_button_release)
        self.plotter.picker = vtkCellPicker()
        self.plotter.picker.AddObserver(vtkCommand.EndPickEvent, on_pick)
        self.plotter.picker.SetVolumeOpacityIsovalue(0.0)

    def _set_colormap_range(
        self, actor, ctable, scalar_bar, rng=None, background_color=None
    ):
        if rng is not None:
            mapper = actor.GetMapper()
            mapper.SetScalarRange(*rng)
            lut = mapper.GetLookupTable()
            lut.SetTable(numpy_to_vtk(ctable))
        if scalar_bar is not None:
            lut = scalar_bar.GetLookupTable()
            if background_color is not None:
                background_color = np.array(background_color) * 255
                ctable = _alpha_blend_background(ctable, background_color)
            lut.SetTable(numpy_to_vtk(ctable, array_type=VTK_UNSIGNED_CHAR))
            lut.SetRange(*rng)

    def _set_volume_range(self, volume, ctable, alpha, scalar_bar, rng):
        color_tf = vtkColorTransferFunction()
        opacity_tf = vtkPiecewiseFunction()
        for loc, color in zip(np.linspace(*rng, num=len(ctable)), ctable):
            color_tf.AddRGBPoint(loc, *(color[:-1] / 255.0))
            opacity_tf.AddPoint(loc, color[-1] * alpha / 255.0)
        color_tf.ClampingOn()
        opacity_tf.ClampingOn()
        prop = volume.GetProperty()
        prop.SetColor(color_tf)
        prop.SetScalarOpacity(opacity_tf)
        prop.ShadeOn()
        prop.SetInterpolationTypeToLinear()
        if scalar_bar is not None:
            lut = vtkLookupTable()
            lut.SetRange(*rng)
            lut.SetTable(numpy_to_vtk(ctable))
            scalar_bar.SetLookupTable(lut)

    def _sphere(self, center, color, radius):
        from vtkmodules.vtkFiltersSources import vtkSphereSource

        sphere = vtkSphereSource()
        sphere.SetThetaResolution(8)
        sphere.SetPhiResolution(8)
        sphere.SetRadius(radius)
        sphere.SetCenter(center)
        sphere.Update()
        mesh = pyvista.wrap(sphere.GetOutput())
        actor = _add_mesh(self.plotter, mesh=mesh, color=color)
        return actor, mesh

    def _volume(
        self,
        dimensions,
        origin,
        spacing,
        scalars,
        surface_alpha,
        resolution,
        blending,
        center,
    ):
        # Now we can actually construct the visualization
        try:
            grid = pyvista.ImageData()
        except AttributeError:  # PV < 0.40
            grid = pyvista.UniformGrid()
        grid.dimensions = dimensions + 1  # inject data on the cells
        grid.origin = origin
        grid.spacing = spacing
        grid.cell_data["values"] = scalars

        # Add contour of enclosed volume (use GetOutput instead of
        # GetOutputPort below to avoid updating)
        if surface_alpha > 0 or resolution is not None:
            grid_alg = vtkCellDataToPointData()
            grid_alg.SetInputDataObject(grid)
            grid_alg.SetPassCellData(False)
            grid_alg.Update()
        else:
            grid_alg = None

        if surface_alpha > 0:
            grid_surface = vtkMarchingContourFilter()
            grid_surface.ComputeNormalsOn()
            grid_surface.ComputeScalarsOff()
            grid_surface.SetInputData(grid_alg.GetOutput())
            grid_surface.SetValue(0, 0.1)
            grid_surface.Update()
            grid_mesh = vtkPolyDataMapper()
            grid_mesh.SetInputData(grid_surface.GetOutput())
        else:
            grid_mesh = None

        mapper = vtkSmartVolumeMapper()
        if resolution is None:  # native
            mapper.SetScalarModeToUseCellData()
            mapper.SetInputDataObject(grid)
        else:
            upsampler = vtkImageReslice()
            upsampler.SetInterpolationModeToLinear()  # default anyway
            upsampler.SetOutputSpacing(*([resolution] * 3))
            upsampler.SetInputConnection(grid_alg.GetOutputPort())
            mapper.SetInputConnection(upsampler.GetOutputPort())
        # Additive, AverageIntensity, and Composite might also be reasonable
        remap = dict(composite="Composite", mip="MaximumIntensity")
        getattr(mapper, f"SetBlendModeTo{remap[blending]}")()
        volume_pos = vtkVolume()
        volume_pos.SetMapper(mapper)
        dist = grid.length / (np.mean(grid.dimensions) - 1)
        volume_pos.GetProperty().SetScalarOpacityUnitDistance(dist)
        if center is not None and blending == "mip":
            # We need to create a minimum intensity projection for the neg half
            mapper_neg = vtkSmartVolumeMapper()
            if resolution is None:  # native
                mapper_neg.SetScalarModeToUseCellData()
                mapper_neg.SetInputDataObject(grid)
            else:
                mapper_neg.SetInputConnection(upsampler.GetOutputPort())
            mapper_neg.SetBlendModeToMinimumIntensity()
            volume_neg = vtkVolume()
            volume_neg.SetMapper(mapper_neg)
            volume_neg.GetProperty().SetScalarOpacityUnitDistance(dist)
        else:
            volume_neg = None
        return grid, grid_mesh, volume_pos, volume_neg

    def _silhouette(self, mesh, color=None, line_width=None, alpha=None, decimate=None):
        mesh = mesh.decimate(decimate) if decimate is not None else mesh
        silhouette_filter = vtkPolyDataSilhouette()
        silhouette_filter.SetInputData(mesh)
        silhouette_filter.SetCamera(self.plotter.renderer.GetActiveCamera())
        silhouette_filter.SetEnableFeatureAngle(0)
        silhouette_mapper = vtkPolyDataMapper()
        silhouette_mapper.SetInputConnection(silhouette_filter.GetOutputPort())
        actor, prop = self.plotter.add_actor(
            silhouette_mapper,
            name=None,
            culling=False,
            pickable=False,
            reset_camera=False,
            render=False,
        )
        if color is not None:
            prop.SetColor(*color)
        if alpha is not None:
            prop.SetOpacity(alpha)
        if line_width is not None:
            prop.SetLineWidth(line_width)
        _hide_testing_actor(actor)
        return actor


def _compute_normals(mesh):
    """Patch PyVista compute_normals."""
    if "Normals" not in mesh.point_data:
        mesh.compute_normals(
            cell_normals=False,
            consistent_normals=False,
            non_manifold_traversal=False,
            inplace=True,
        )


def _add_mesh(plotter, *args, **kwargs):
    """Patch PyVista add_mesh."""
    mesh = kwargs.get("mesh")
    if "smooth_shading" in kwargs:
        smooth_shading = kwargs.pop("smooth_shading")
    else:
        smooth_shading = True
    # disable rendering pass for add_mesh, render()
    # is called in show()
    if "render" not in kwargs:
        kwargs["render"] = False
    if "reset_camera" not in kwargs:
        kwargs["reset_camera"] = False
    actor = plotter.add_mesh(*args, **kwargs)
    if smooth_shading and "Normals" in mesh.point_data:
        prop = actor.GetProperty()
        prop.SetInterpolationToPhong()
    _hide_testing_actor(actor)
    return actor


def _hide_testing_actor(actor):
    from . import renderer

    if renderer.MNE_3D_BACKEND_TESTING:
        actor.SetVisibility(False)


def _to_pos(azimuth, elevation):
    theta = azimuth * np.pi / 180.0
    phi = (90.0 - elevation) * np.pi / 180.0
    x = np.sin(theta) * np.sin(phi)
    y = np.cos(phi)
    z = np.cos(theta) * np.sin(phi)
    return x, y, z


def _3d_to_2d(plotter, xyz):
    # https://vtk.org/Wiki/VTK/Examples/Cxx/Utilities/Coordinate
    coordinate = vtkCoordinate()
    coordinate.SetCoordinateSystemToWorld()
    xy = list()
    for coord in xyz:
        coordinate.SetValue(*coord)
        xy.append(coordinate.GetComputedLocalDisplayValue(plotter.renderer))
    xy = np.array(xy, float).reshape(-1, 2)  # in case it's empty
    return xy


def _close_all():
    with warnings.catch_warnings():
        warnings.filterwarnings("ignore", category=DeprecationWarning)
        close_all()
    _FIGURES.clear()


def _get_user_camera_direction(plotter, rigid):
    position, focalpoint = np.array(plotter.camera_position[:2], float)
    if rigid is not None:
        position = apply_trans(rigid, position, move=False)
        focalpoint = apply_trans(rigid, focalpoint, move=False)
    return tuple(_cart_to_sph(position - focalpoint)[0])


def _get_3d_view(figure, *, rigid=None):
    focalpoint = np.array(figure.plotter.camera_position[1], float)
    _, phi, theta = _get_user_camera_direction(figure.plotter, rigid)
    azimuth, elevation = np.rad2deg(phi) % 360, np.rad2deg(theta) % 180
    return (
        figure.plotter.camera.roll,
        figure.plotter.camera.distance,
        azimuth,
        elevation,
        focalpoint,
    )


def _set_3d_view(
    figure,
    azimuth=None,
    elevation=None,
    focalpoint=None,
    distance=None,
    roll=None,
    rigid=None,
    update=True,
):
    # Only compute bounds if we need to
    bounds = None
    if isinstance(focalpoint, str) or isinstance(distance, str):
        bounds = np.array(figure.plotter.renderer.ComputeVisiblePropBounds(), float)

    # camera slides along the vector defined from camera position to focal point until
    # all of the actors can be seen (quoting PyVista's docs)
    # Figure out our current parameters in the transformed space
    _, phi, theta = _get_user_camera_direction(figure.plotter, rigid)

    # focalpoint: if 'auto', we use the center of mass of the visible
    # bounds, if None, we use the existing camera focal point otherwise
    # we use the values given by the user
    if isinstance(focalpoint, str):
        _check_option("focalpoint", focalpoint, ("auto",), extra="when a string")
        focalpoint = (bounds[1::2] + bounds[::2]) * 0.5
    elif focalpoint is None:
        focalpoint = figure.plotter.camera_position[1]
    focalpoint = np.array(focalpoint, float)  # in real-world coords
    if distance is None:
        distance = figure.plotter.camera.distance
    elif isinstance(distance, str):
        _check_option("distance", distance, ("auto",), extra="when a string")
        distance = max(bounds[1::2] - bounds[::2]) * 2.0
    distance = float(distance)

    if azimuth is not None:
        phi = np.deg2rad(azimuth)
    if elevation is not None:
        theta = np.deg2rad(elevation)

    # Now calculate the view_up vector of the camera.  If the view up is
    # close to the 'z' axis, the view plane normal is parallel to the
    # camera which is unacceptable, so we use a different view up.
    if elevation is None or 5.0 <= abs(elevation) <= 175.0:
        view_up = [0, 0, 1]
    else:
        view_up = [0, 1, 0]

    position = _sph_to_cart([distance, phi, theta])[0]

    # restore to the original frame
    if rigid is not None:
        rigid_inv = np.linalg.inv(rigid)
        position = apply_trans(rigid_inv, position, move=False)
        view_up = apply_trans(rigid_inv, view_up, move=False)
    figure.plotter.camera_position = [position, focalpoint, view_up]
    if roll is not None:
        figure.plotter.camera.roll = roll

    if update:
        figure.plotter.update()
        _process_events(figure.plotter)


def _set_3d_title(figure, title, size=16, *, color="white", position="upper_left"):
    handle = figure.plotter.add_text(
        title,
        font_size=size,
        color=color,
        position=position,
        name="title",
    )
    figure.plotter.update()
    _process_events(figure.plotter)
    return handle


def _check_3d_figure(figure):
    _validate_type(figure, PyVistaFigure, "figure")


def _close_3d_figure(figure):
    # copy the plotter locally because figure.plotter is modified
    plotter = figure.plotter
    # close the window
    plotter.close()  # additional cleaning following signal_close
    _process_events(plotter)
    # free memory and deregister from the scraper
    plotter.deep_clean()  # remove internal references
    _ALL_PLOTTERS.pop(plotter._id_name, None)
    _process_events(plotter)


def _take_3d_screenshot(figure, mode="rgb", filename=None):
    _process_events(figure.plotter)
    return figure.plotter.screenshot(
        transparent_background=(mode == "rgba"), filename=filename
    )


def _process_events(plotter):
    if hasattr(plotter, "app"):
        with warnings.catch_warnings(record=True):
            warnings.filterwarnings("ignore", "constrained_layout")
            plotter.app.processEvents()


def _add_camera_callback(camera, callback):
    camera.AddObserver(vtkCommand.ModifiedEvent, callback)


def _arrow_glyph(grid, factor):
    glyph = vtkGlyphSource2D()
    glyph.SetGlyphTypeToArrow()
    glyph.FilledOff()
    glyph.Update()

    # fix position
    tr = vtkTransform()
    tr.Translate(0.5, 0.0, 0.0)
    trp = vtkTransformPolyDataFilter()
    trp.SetInputConnection(glyph.GetOutputPort())
    trp.SetTransform(tr)
    trp.Update()

    alg = _glyph(
        grid,
        scale_mode="vector",
        scalars=False,
        orient="vec",
        factor=factor,
        geom=trp.GetOutputPort(),
    )
    mapper = vtkDataSetMapper()
    mapper.SetInputConnection(alg.GetOutputPort())
    return mapper


def _glyph(
    dataset,
    *,
    scale_mode="scalar",
    orient=True,
    scalars=True,
    factor=1.0,
    geom=None,
    absolute=False,
    clamping=False,
    rng=None,
):
    if geom is None:
        arrow = vtkArrowSource()
        arrow.Update()
        geom = arrow.GetOutputPort()
    alg = vtkGlyph3D()
    alg.SetSourceConnection(geom)
    if isinstance(scalars, str):
        dataset.active_scalars_name = scalars
    if isinstance(orient, str):
        dataset.active_vectors_name = orient
        orient = True
    if scale_mode == "scalar":
        alg.SetScaleModeToScaleByScalar()
    elif scale_mode == "vector":
        alg.SetScaleModeToScaleByVector()
    else:
        alg.SetScaleModeToDataScalingOff()
    if rng is not None:
        alg.SetRange(rng)
    alg.SetOrient(orient)
    alg.SetInputData(dataset)
    alg.SetScaleFactor(factor)
    alg.SetClamping(clamping)
    alg.Update()
    return alg


@contextmanager
def _disabled_depth_peeling():
    try:
        from pyvista import global_theme
    except Exception:  # workaround for older PyVista
        from pyvista import rcParams

        depth_peeling = rcParams["depth_peeling"]
    else:
        depth_peeling = global_theme.depth_peeling
    depth_peeling_enabled = depth_peeling["enabled"]
    depth_peeling["enabled"] = False
    try:
        yield
    finally:
        depth_peeling["enabled"] = depth_peeling_enabled


def _is_osmesa(plotter):
    # MESA (could use GPUInfo / _get_gpu_info here, but it takes
    # > 700 ms to make a new window + report capabilities!)
    # CircleCI's is: "Mesa 20.0.8 via llvmpipe (LLVM 10.0.0, 256 bits)"
    # and a working Nouveau is: "Mesa 24.2.3-1ubuntu1 via NVE6"
    if platform.system() == "Darwin":  # segfaults on macOS sometimes
        return False
    gpu_info_full = plotter.ren_win.ReportCapabilities()
    gpu_info = re.findall(
        "OpenGL (?:version|renderer) string:(.+)\n",
        gpu_info_full,
    )
    gpu_info = " ".join(gpu_info).lower()
    is_osmesa = "mesa" in gpu_info.split()
    print(is_osmesa)
    if is_osmesa:
        # Try to warn if it's ancient
        version = re.findall("mesa ([0-9.]+)[ -].*", gpu_info) or re.findall(
            "OpenGL version string: .* Mesa ([0-9.]+)\n", gpu_info_full
        )
        if version:
            version = version[0]
            if _compare_version(version, "<", "18.3.6"):
                warn(
                    f"Mesa version {version} is too old for translucent 3D "
                    "surface rendering, consider upgrading to 18.3.6 or "
                    "later."
                )
        is_osmesa = "via llvmpipe" in gpu_info
    return is_osmesa


class _SafeBackgroundPlotter(BackgroundPlotter):
    # https://github.com/pyvista/pyvistaqt/pull/258
    def __del__(self) -> None:  # pragma: no cover
        """Delete the qt plotter."""
        self.close()
