# -*- coding: utf-8 -*-

import warnings

import numpy as np
import matplotlib
import matplotlib.pyplot as plt
import matplotlib.cbook as mcb
import matplotlib.animation as animation
from scipy.stats import vonmises

from .core import (
    Vec3,
    Fol,
    Lin,
    Pair,
    Fault,
    Group,
    PairSet,
    FaultSet,
    StereoGrid,
    settings,
)
from .helpers import cosd, sind, l2v, p2v, getldd, getfdd, l2xy, v2l, rodrigues

__all__ = ["StereoNet"]


# Ignore `matplotlib`s deprecation warnings.
warnings.filterwarnings("ignore", category=matplotlib.MatplotlibDeprecationWarning)


class StereoNet(object):

    """
    ``StereoNet`` class for Schmidt net plotting.

    A stereonet is a lower hemisphere Schmidt net on to which a variety
    of geological data can be plotted.

    If args are provided plot is immediately shown. If no args are provided,
    following methods and properties could be used for additional operations.

    Args:
        any plottable APSG class (most of data classes and tensors)

    Keyword Args:
        fol_plot: default method for ``Fol`` instances. ['plane' or 'pole']
                  Default 'plane'
        title: figure title. Default ''
        figsize: Figure size. Default from settings ()
        ncols: number of subplot columns. Default 1
        ticks: show ticks. Default True
        grid: show grid lines. Default False
        gridlw: grid lines width. Default 1
        grid_style: grid lines style. Default 'k:'
        cbpad: colorbar padding. Default 0.1

        Other keyword arguments are passed to matplotlib plot.

    Example:
        >>> s = StereoNet()
        >>> g = Group.randn_lin(mean=Lin(40, 20))
        >>> s.contourf(g, 8, legend=True, sigma=2)
        >>> s.line(g, 'g.', label='My data')
        >>> s.show()
    """

    def __init__(self, *args, **kwargs):
        self.ticks = kwargs.pop("ticks", True)
        self.grid = kwargs.pop("grid", False)
        self.gridlw = kwargs.pop("gridlw", 1)
        self.ncols = kwargs.pop("ncols", 1)
        self.cbpad = kwargs.pop("cbpad", 0.1)
        self.grid_style = kwargs.pop("grid_style", "k:")
        self.fol_plot = kwargs.pop("fol_plot", "plane")
        figsize = kwargs.pop("figsize", settings["figsize"])
        self._title_text = kwargs.pop("title", "")
        self._lgd = None
        self.active = 0
        self.artists = []
        self.fig, self.ax = plt.subplots(ncols=self.ncols, figsize=figsize)
        #self.fig.canvas.set_window_title("StereoNet - Schmidt projection") 20231028 - modified by MA
        # self.fig.set_size_inches(8 * self.ncols, 6)
        self._axtitle = self.ncols * [None]
        self.artist_collection = []
        self.artist_labels = []
        self.cid = None
        self.cla()
        # optionally immidiately plot passed objects
        if args:
            for arg in args:
                kwargs["label"] = repr(arg)
                if type(arg) in [Group, PairSet, FaultSet]:
                    typ = arg.type
                else:
                    typ = type(arg)
                if typ is Lin:
                    self.line(arg, **kwargs)
                elif typ is Fol:
                    getattr(self, self.fol_plot)(arg, **kwargs)
                elif typ is Vec3:
                    self.vector(arg.aslin, **kwargs)
                elif typ is Pair:
                    self.pair(arg, **kwargs)
                elif typ is Fault:
                    self.fault(arg, **kwargs)
                elif typ is StereoGrid:
                    kwargs.pop("label", None)
                    kwargs.pop("legend", None)
                    self.contourf(arg, legend=True, **kwargs)
                else:
                    raise TypeError("%s argument is not supported!" % typ)
            self.show()

    def close(self):
        plt.close(self.fig)

    @property
    def closed(self):
        return not plt.fignum_exists(self.fig.number)

    def draw(self):
        if self.closed:
            print(
                "The StereoNet figure have been closed. "
                "Use new() method or create new one."
            )
        else:
            for ax in self.fig.axes:
                h, lbls = ax.get_legend_handles_labels()
                if h:
                    self._lgd = ax.legend(
                        h,
                        lbls,
                        bbox_to_anchor=(1.12, 1),
                        prop={"size": 11},
                        loc=2,
                        borderaxespad=0,
                        scatterpoints=1,
                        numpoints=1,
                    )
                    plt.subplots_adjust(right=0.75)
                else:
                    plt.subplots_adjust(right=0.9)
            plt.draw()
            # plt.pause(0.001)

    def new(self):
        """Re-initialize existing StereoNet."""
        if self.closed:
            self.__init__()

    def cla(self):
        """Clear axes and draw empty projection."""

        def lat(a, phi):
            return self._cone(l2v(a, 0), l2v(a, phi), limit=89.9999, res=91)

        def lon(a, theta):
            return self._cone(p2v(a, theta), l2v(a, theta), limit=80, res=91)

        # recreate default Axes
        self.fig.clear()
        self.ax = self.fig.subplots(ncols=self.ncols)
        self.annot = []
        for ax in self.fig.axes:
            ax.clear()
            ax.format_coord = self.format_coord
            ax.set_aspect("equal")
            ax.set_autoscale_on(False)
            ax.axis([-1.05, 1.05, -1.05, 1.05])
            ax.set_axis_off()

            # Projection circle
            ax.text(0, 1.02, "N", ha="center", va="baseline", fontsize=16)
            ax.add_artist(plt.Circle((0, 0), 1, color="w", zorder=0))
            ax.add_artist(plt.Circle((0, 0), 1, color="None", ec="k", zorder=3))

            if self.grid:
                # Main cross
                ax.plot(
                    [-1, 1, np.nan, 0, 0],
                    [0, 0, np.nan, -1, 1],
                    self.grid_style,
                    zorder=3,
                    lw=self.gridlw,
                )
                # Latitudes
                lat_n = np.array([lat(0, phi) for phi in range(10, 90, 10)])
                ax.plot(
                    lat_n[:, 0, :].T,
                    lat_n[:, 1, :].T,
                    self.grid_style,
                    zorder=3,
                    lw=self.gridlw,
                )
                lat_s = np.array([lat(180, phi) for phi in range(10, 90, 10)])
                ax.plot(
                    lat_s[:, 0, :].T,
                    lat_s[:, 1, :].T,
                    self.grid_style,
                    zorder=3,
                    lw=self.gridlw,
                )
                # Longitudes
                le = np.array([lon(90, theta) for theta in range(10, 90, 10)])
                ax.plot(
                    le[:, 0, :].T,
                    le[:, 1, :].T,
                    self.grid_style,
                    zorder=3,
                    lw=self.gridlw,
                )
                lw = np.array([lon(270, theta) for theta in range(10, 90, 10)])
                ax.plot(
                    lw[:, 0, :].T,
                    lw[:, 1, :].T,
                    self.grid_style,
                    zorder=3,
                    lw=self.gridlw,
                )

            # ticks
            if self.ticks:
                a = np.arange(0, 360, 30)
                tt = np.array([0.98, 1])
                x = np.outer(tt, sind(a))
                y = np.outer(tt, cosd(a))
                ax.plot(x, y, "k", zorder=4)
            # Middle cross
            ax.plot(
                [-0.02, 0.02, np.nan, 0, 0], [0, 0, np.nan, -0.02, 0.02], "k", zorder=4
            )
            annot = ax.annotate("", xy=(0, 0), xytext=(20, 20), textcoords="offset points",
                                arrowprops=dict(arrowstyle="->"), zorder=10,
                                bbox=dict(boxstyle="round", fc="w")
                                )
            annot.set_visible(False)
            self.annot.append(annot)
        self._title = self.fig.suptitle(self._title_text)
        self.draw()

    def getlin(self):
        """Get Lin instance by mouse click."""
        x, y = plt.ginput(1)[0]
        return Lin(*getldd(x, y))

    def getfol(self):
        """Get Fol instance by mouse click."""
        x, y = plt.ginput(1)[0]
        return Fol(*getfdd(x, y))

    def getlins(self):
        """Get Group of Lin by mouse clicks."""
        pts = plt.ginput(0, mouse_add=1, mouse_pop=2, mouse_stop=3)
        return Group([Lin(*getldd(x, y)) for x, y in pts])

    def getfols(self):
        """Get Group of Fol by mouse clicks."""
        pts = plt.ginput(0, mouse_add=1, mouse_pop=2, mouse_stop=3)
        return Group([Fol(*getfdd(x, y)) for x, y in pts])

    def _cone(self, axis, vector, limit=180, res=361, split=False):
        a = np.linspace(-limit, limit, res)
        x, y = l2xy(*v2l(rodrigues(axis, vector, a)))
        if split:
            dist = np.hypot(np.diff(x), np.diff(y))
            ix = np.nonzero(dist > 1)[0]
            x = np.insert(x, ix + 1, np.nan)
            y = np.insert(y, ix + 1, np.nan)
        return x, y

    def _arrow(self, pos_lin, dir_lin=None, sense=1):
        x, y = l2xy(*pos_lin.dd)
        if dir_lin is None:
            dx, dy = -x, -y
        else:
            ax, ay = l2xy(*dir_lin.dd)
            dx, dy = -ax, -ay
        mag = np.hypot(dx, dy)
        u, v = sense * dx / mag, sense * dy / mag
        return x, y, u, v

    def arrow(self, pos_lin, dir_lin=None, sense=1, **kwargs):
        """Draw arrow at given position in given direction."""
        animate = kwargs.pop("animate", False)
        x, y, u, v = self._arrow(pos_lin, dir_lin, sense=sense)
        a = self.fig.axes[self.active].quiver(
            x, y, u, v, width=2, headwidth=5, zorder=6, pivot="mid", units="dots"
        )
        p = self.fig.axes[self.active].scatter(x, y, color="k", s=5, zorder=6)
        if animate:
            self.artists.append(tuple(a + p))
        self.draw()

    def arc(self, l1, l2, *args, **kwargs):
        """Draw great circle segment between two points."""
        assert issubclass(type(l1), Vec3) and issubclass(
            type(l2), Vec3
        ), "Arguments must be subclass of Vec3"
        animate = kwargs.pop("animate", False)
        angstep = kwargs.pop("angstep", 1)
        ax, phi = l1.H(l2).axisangle
        steps = abs(int(phi / angstep))
        angles = np.linspace(0, phi, steps)
        rv = [l1.rotate(ax, angle) for angle in angles]
        lh = [vv.flip if vv.upper else vv for vv in rv]  # what about Vec3?
        x, y = l2xy(*np.array([v.dd for v in lh]).T)
        h = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
        if animate:
            self.artists.append(tuple(h))
        self.draw()

    def polygon(self, *args, **kwargs):
        """Draw filled polygon defined by series of points or planes."""
        assert len(args) > 2, "More than 2 arguments needed"
        animate = kwargs.pop("animate", False)
        angstep = kwargs.pop("angstep", 1)
        coords = []
        g = Group(list(args))
        assert issubclass(
            g.type, Vec3
        ), "Only Vec3-like instances could be plotted as polygon."
        if g.type is Fol:
            g = Group([f1 ** f2 for f1, f2 in zip(g, g[1:] + g[:1])])
        for l1, l2 in zip(g, g[1:] + g[:1]):
            ax, phi = l1.H(l2).axisangle
            steps = abs(int(phi / angstep))
            angles = np.linspace(0, phi, steps)
            rv = [l1.rotate(ax, angle) for angle in angles]
            lh = [vv.flip if vv.upper else vv for vv in rv] # what about Vec3?
            coords.extend(np.transpose(l2xy(*np.array([v.dd for v in lh]).T)))
        bg = plt.Polygon(coords, **kwargs)
        h = self.ax.add_patch(bg)
        if animate:
            self.artists.append(tuple(h))
        self.draw()

    def plane(self, obj, *args, **kwargs):
        """Draw Fol as great circle."""
        assert obj.type is Fol, "Only Fol type instance could be plotted as plane."
        if "zorder" not in kwargs:
            kwargs["zorder"] = 5
        animate = kwargs.pop("animate", False)
        if isinstance(obj, Group):
            x = []
            y = []
            for azi, inc in obj.dd.T:
                xx, yy = self._cone(
                    p2v(azi, inc),
                    l2v(azi, inc),
                    limit=89.9999,
                    res=int(cosd(inc) * 179 + 2),
                )
                x = np.hstack((x, xx, np.nan))
                y = np.hstack((y, yy, np.nan))
            x = x[:-1]
            y = y[:-1]
        else:
            azi, inc = obj.dd
            x, y = self._cone(
                p2v(azi, inc),
                l2v(azi, inc),
                limit=89.9999,
                res=int(cosd(inc) * 179 + 2),
            )
        h = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
        if animate:
            self.artists.append(tuple(h))
        self.draw()

    def line(self, obj, *args, **kwargs):
        """Draw Lin as point."""
        assert obj.type is Lin, "Only Lin type instance could be plotted as line."
        if "zorder" not in kwargs:
            kwargs["zorder"] = 5
        animate = kwargs.pop("animate", False)
        # ensure point plot
        if "ls" not in kwargs and "linestyle" not in kwargs:
            kwargs["linestyle"] = "none"
        if not args:
            if "marker" not in kwargs:
                kwargs["marker"] = "o"
        x, y = l2xy(*obj.dd)
        h = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
        if animate:
            self.artists.append(tuple(h))
        self.draw()

    def scatter(self, obj, *args, **kwargs):
        """Draw Lin as point with varying marker size and/or color."""
        assert obj.type in [Lin, Fol, Vec3], "Only Vec3, Lin or Fol type instance could be plotted with scatter."
        if "zorder" not in kwargs:
            kwargs["zorder"] = 5
        if "legend" in kwargs:
            legend = kwargs.pop("legend")
        else:
            legend = False
        animate = kwargs.pop("animate", False)
        labels = kwargs.pop("labels", False)
        if not args:
            if "marker" not in kwargs:
                kwargs["marker"] = "o"
        x, y = l2xy(*obj.aslin.dd)
        h = self.fig.axes[self.active].scatter(x, y, *args, **kwargs)
        if labels:
            assert len(h.get_offsets()) == len(labels), "Number of labels is not the same as the number of data."
            self.artist_collection.append(h)
            self.artist_labels.append(labels)
            if self.cid is None:
                self.cid = self.fig.canvas.mpl_connect("motion_notify_event", self.hover)
        if legend:
            self.fig.colorbar(h)
        if animate:
            self.artists.append(tuple(h))
        self.draw()

    def vector(self, obj, *args, **kwargs):
        """ This mimics plotting on lower and upper hemisphere using
        full and hollow symbols."""
        assert issubclass(
            obj.type, Vec3
        ), "Only Vec3-like instance could be plotted as line."
        if "zorder" not in kwargs:
            kwargs["zorder"] = 5
        animate = kwargs.pop("animate", False)
        # ensure point plot
        if "ls" not in kwargs and "linestyle" not in kwargs:
            kwargs["linestyle"] = "none"
        if not args:
            if "marker" not in kwargs:
                kwargs["marker"] = "o"
        if isinstance(obj, Group):
            uh = obj.upper
            if np.any(~uh):
                x, y = l2xy(*obj[~uh].dd)
                h1 = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
                kwargs.pop("label", None)
                cc = h1[0].get_color()
            else:
                cc = None
            if np.any(uh):
                kwargs["fillstyle"] = "none"
                x, y = l2xy(*obj[uh].flip.dd)
                h2 = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
                if cc is not None:
                    h2[0].set_color(cc)
            if animate:
                self.artists.append(tuple(h1 + h2))
        else:
            if obj.upper:
                kwargs["fillstyle"] = "none"
                x, y = l2xy(*obj.flip.dd)
                h = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
            else:
                x, y = l2xy(*obj.dd)
                h = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
            if animate:
                self.artists.append(tuple(h))
        self.draw()

    def pole(self, obj, *args, **kwargs):
        """Draw Fol as pole."""
        assert obj.type is Fol, "Only Fol type instance could be plotted as poles."
        if "zorder" not in kwargs:
            kwargs["zorder"] = 5
        animate = kwargs.pop("animate", False)
        # ensure point plot
        if "ls" not in kwargs and "linestyle" not in kwargs:
            kwargs["linestyle"] = "none"
        if not args:
            if "marker" not in kwargs:
                kwargs["marker"] = "s"
        x, y = l2xy(*obj.aslin.dd)
        h = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
        if animate:
            self.artists.append(tuple(h))
        self.draw()

    def cone(self, obj, alpha, *args, **kwargs):
        """Draw small circle."""
        assert issubclass(
            obj.type, Vec3
        ), "Only Vec3-like instance could be used as cone axis."
        if "zorder" not in kwargs:
            kwargs["zorder"] = 5
        animate = kwargs.pop("animate", False)
        upper_style = False
        if isinstance(obj, Group):
            obj = obj.R
        azi, inc = obj.dd
        if obj.upper:
            inc = -inc
            upper_style = True
        x, y = self._cone(
            l2v(azi, inc),
            l2v(azi, inc - alpha),
            limit=180,
            res=int(sind(alpha) * 358 + 3),
            split=True,
        )
        h = self.fig.axes[self.active].plot(x, y, *args, **kwargs)
        if upper_style:
            for hl in h:
                hl.set_linestyle('--')
        if animate:
            self.artists.append(tuple(h))
        self.draw()

    def fault(self, obj, *arg, **kwargs):
        """Draw a fault-and-striae as in Angelier plot"""
        ##assert obj.type is Fault, "Only Fault type instance could be used."
        ##animate = kwargs.get("animate", False)

        marker_size = kwargs.pop("marker_size", None)
        marker_color = kwargs.pop("marker_color", None)
        marker_alpha = kwargs.pop("marker_alpha", None)

        self.plane(obj.fol, *arg, **kwargs)

        x, y, u, v = self._arrow(obj.lin, sense=obj.sense)
        a = self.fig.axes[self.active].quiver(
            x,
            y,
            u,
            v,
            width=marker_size,
            color=marker_color,
            alpha=marker_alpha,
            headwidth=5,
            zorder=6,
            pivot="mid",
            units="dots"
        )
        ##p = self.fig.axes[self.active].scatter(x, y, color="k", s=5, zorder=6)
        ##if animate:
        ##    self.artists[-1] = self.artists[-1] + tuple(a + p)
        self.draw()

    def hoeppner(self, obj, *arg, **kwargs):
        """Draw a fault-and-striae as in tangent lineation plot - Hoeppner plot."""
        ##assert obj.type is Fault, "Only Fault type instance could be used."
        ##animate = kwargs.get("animate", False)
        ##self.pole(obj.fol, *arg, **kwargs)

        marker_size = kwargs.pop("marker_size", None)
        marker_color = kwargs.pop("marker_color", None)
        marker_alpha = kwargs.pop("marker_alpha", None)

        x, y, u, v = self._arrow(obj.fvec.aslin, dir_lin=obj.lin, sense=obj.sense)
        a = self.fig.axes[self.active].quiver(
            x,
            y,
            u,
            v,
            width=marker_size,
            color=marker_color,
            alpha=marker_alpha,
            headwidth=5,
            zorder=6,
            pivot="mid",
            units="dots",
        )
        """
        p = self.fig.axes[self.active].scatter(
            x, 
            y, 
            color="b",
            s=5, 
            zorder=6
        )
        """
        ##if animate:
        ##    self.artists[-1] = self.artists[-1] + tuple(a + p)
        self.draw()

    def tensor(self, obj, *arg, **kwargs):
        """Draw tensor pricipal planes as great circles."""
        eigenfols = kwargs.pop("eigenfols", True)
        eigenlins = kwargs.pop("eigenlins", False)
        if eigenfols:
            self.plane(obj.eigenfols[0], label=obj.name + "-E1", **kwargs)
            self.plane(obj.eigenfols[1], label=obj.name + "-E2", **kwargs)
            self.plane(obj.eigenfols[2], label=obj.name + "-E3", **kwargs)
        if eigenlins:
            self.line(obj.eigenlins[0], label=obj.name + "-E1", **kwargs)
            self.line(obj.eigenlins[1], label=obj.name + "-E2", **kwargs)
            self.line(obj.eigenlins[2], label=obj.name + "-E3", **kwargs)

    def contourf(self, obj, *args, **kwargs):
        """Plot filled contours."""
        clines = kwargs.pop("clines", True)
        legend = kwargs.pop("legend", False)
        if "cmap" not in kwargs and "colors" not in kwargs:
            kwargs["cmap"] = "Greys"
        if "zorder" not in kwargs:
            kwargs["zorder"] = 1
        if isinstance(obj, StereoGrid):
            d = obj
        else:
            d = StereoGrid(obj, **kwargs)
            # clean kwargs from StereoGrid keywords
            for att in ["grid", "npoints", "sigma", "method", "trim"]:
                kwargs.pop(att, None)
        if "levels" not in kwargs:
            if len(args) == 0:
                args = (6,)
            if isinstance(args[0], int):
                mn = d.values.min()
                mx = d.values.max()
                levels = np.linspace(mn, mx, args[0])
                levels[-1] += 1e-8
                args = (levels,)
        cs = self.fig.axes[self.active].tricontourf(d.triang, d.values, *args, **kwargs)
        if clines:
            kwargs['cmap'] = None
            kwargs['colors'] = "k"
            self.fig.axes[self.active].tricontour(d.triang, d.values, *args, **kwargs)
        if legend:
            if self.ncols > 1:
                ab = self.fig.axes[self.active].get_position().bounds
                cbaxes = self.fig.add_axes(
                    [
                        ab[0] + self.cbpad * ab[2],
                        0.1,
                        (1 - 2 * self.cbpad) * ab[2],
                        0.03,
                    ]
                )
                self.fig.colorbar(cs, cax=cbaxes, orientation='horizontal')
                # add horizontal, calculate positions (divide bars and spaces)
            else:
                ab = self.fig.axes[self.active].get_position().bounds
                cbaxes = self.fig.add_axes(
                    [
                        0.1,
                        ab[1] + self.cbpad * ab[3],
                        0.03,
                        (1 - 2 * self.cbpad) * ab[3],
                    ]
                )
                self.fig.colorbar(cs, cax=cbaxes)
        self.draw()

    def contour(self, obj, *args, **kwargs):
        """Plot contour lines."""
        legend = kwargs.pop("legend", False)
        if "cmap" not in kwargs and "colors" not in kwargs:
            kwargs["cmap"] = "Greys"
        if "zorder" not in kwargs:
            kwargs["zorder"] = 1
        if isinstance(obj, StereoGrid):
            d = obj
        else:
            d = StereoGrid(obj, **kwargs)
            # clean kwargs from StereoGrid keywords
            for att in ["grid", "npoints", "sigma", "method", "trim"]:
                kwargs.pop(att, None)
        if "levels" not in kwargs:
            if len(args) == 0:
                args = (6,)
            if isinstance(args[0], int):
                mn = d.values.min()
                mx = d.values.max()
                levels = np.linspace(mn, mx, args[0])
                levels[-1] += 1e-8
                args = (levels,)
        cs = self.fig.axes[self.active].tricontour(d.triang, d.values, *args, **kwargs)
        if legend:
            if self.ncols > 1:
                ab = self.fig.axes[self.active].get_position().bounds
                cbaxes = self.fig.add_axes(
                    [
                        ab[0] + self.cbpad * ab[2],
                        0.1,
                        (1 - 2 * self.cbpad) * ab[2],
                        0.03,
                    ]
                )
                self.fig.colorbar(cs, cax=cbaxes, orientation='horizontal')
                # add horizontal, calculate positions (divide bars and spaces)
            else:
                ab = self.fig.axes[self.active].get_position().bounds
                cbaxes = self.fig.add_axes(
                    [
                        0.1,
                        ab[1] + self.cbpad * ab[3],
                        0.03,
                        (1 - 2 * self.cbpad) * ab[3],
                    ]
                )
                self.fig.colorbar(cs, cax=cbaxes)
        self.draw()

    # def _add_colorbar(self, cs):
    #     divider = make_axes_locatable(self.fig.axes[self.active])
    #     cax = divider.append_axes("left", size="5%", pad=0.5)
    #     plt.colorbar(cs, cax=cax)
    #     # modify tick labels
    #     # cb = plt.colorbar(cs, cax=cax)
    #     # lbl = [item.get_text()+'S' for item in cb.ax.get_yticklabels()]
    #     # lbl[lbl.index(next(l for l in lbl if l.startswith('0')))] = 'E'
    #     # cb.set_ticklabels(lbl)

    def axtitle(self, title):
        """Add title to active axes."""
        self._axtitle[self.active] = self.fig.axes[self.active].set_title(title)
        self._axtitle[self.active].set_y(-0.09)

    def title(self, title=''):
        """Set figure title."""
        self._title_text = title
        self._title = self.fig.suptitle(self._title_text)

    def show(self):
        """Call matplotlib show."""
        plt.show()

    def animate(self, **kwargs):
        """Return artist animation."""
        blit = kwargs.pop("blit", True)
        return animation.ArtistAnimation(self.fig, self.artists, blit=blit, **kwargs)

    def savefig(self, filename="apsg_stereonet.pdf", **kwargs):
        """Save figure to file."""
        self.draw()
        if not self.closed:  # check if figure exists
            bea_candidates = (self._lgd, self._title) + tuple(self._axtitle)
            bea = [art for art in bea_candidates if art is not None]
            self.fig.savefig(filename, bbox_extra_artists=bea, **kwargs)

    def format_coord(self, x, y):
        if np.hypot(x, y) > 1:
            return ""
        else:
            v = Vec3(*getldd(x, y))
            return repr(v.asfol) + " " + repr(v.aslin)

    def hover(self, event):
        vis = self.annot[self.active].get_visible()
        if event.inaxes == self.fig.axes[self.active]:
            for collection, labels in zip(self.artist_collection, self.artist_labels):
                cont, ind = collection.contains(event)
                if cont:
                    self.annot[self.active].xy = collection.get_offsets()[ind["ind"][0]]
                    text = ' '.join([labels[n] for n in ind["ind"]])
                    self.annot[self.active].set_text(text)
                    self.annot[self.active].set_visible(True)
                    self.fig.canvas.draw_idle()
                else:
                    if vis:
                        self.annot[self.active].set_visible(False)
                        self.fig.canvas.draw_idle()

