python-matplotlib 2.1.1-2ubuntu3 / usr / lib / python2.7 / dist-packages / matplotlib / patches.py

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

from __future__ import (absolute_import, division, print_function,
                        unicode_literals)

import six
from six.moves import map, zip
import warnings

import math

import matplotlib as mpl
import numpy as np
import matplotlib.cbook as cbook
import matplotlib.artist as artist
from matplotlib.artist import allow_rasterization
import matplotlib.colors as colors
from matplotlib import docstring
import matplotlib.transforms as transforms
from matplotlib.path import Path
import matplotlib.lines as mlines

from matplotlib.bezier import split_bezier_intersecting_with_closedpath
from matplotlib.bezier import get_intersection, inside_circle, get_parallels
from matplotlib.bezier import make_wedged_bezier2
from matplotlib.bezier import split_path_inout, get_cos_sin
from matplotlib.bezier import make_path_regular, concatenate_paths


_patch_alias_map = {
        'antialiased': ['aa'],
        'edgecolor': ['ec'],
        'facecolor': ['fc'],
        'linewidth': ['lw'],
        'linestyle': ['ls']
    }


class Patch(artist.Artist):
    """
    A patch is a 2D artist with a face color and an edge color.

    If any of *edgecolor*, *facecolor*, *linewidth*, or *antialiased*
    are *None*, they default to their rc params setting.
    """
    zorder = 1
    validCap = ('butt', 'round', 'projecting')
    validJoin = ('miter', 'round', 'bevel')

    # Whether to draw an edge by default.  Set on a
    # subclass-by-subclass basis.
    _edge_default = False

    def __str__(self):
        return str(self.__class__).split('.')[-1]

    def __init__(self,
                 edgecolor=None,
                 facecolor=None,
                 color=None,
                 linewidth=None,
                 linestyle=None,
                 antialiased=None,
                 hatch=None,
                 fill=True,
                 capstyle=None,
                 joinstyle=None,
                 **kwargs):
        """
        The following kwarg properties are supported

        %(Patch)s
        """
        artist.Artist.__init__(self)

        if linewidth is None:
            linewidth = mpl.rcParams['patch.linewidth']
        if linestyle is None:
            linestyle = "solid"
        if capstyle is None:
            capstyle = 'butt'
        if joinstyle is None:
            joinstyle = 'miter'
        if antialiased is None:
            antialiased = mpl.rcParams['patch.antialiased']

        self._hatch_color = colors.to_rgba(mpl.rcParams['hatch.color'])
        self._fill = True  # needed for set_facecolor call
        if color is not None:
            if (edgecolor is not None or facecolor is not None):
                warnings.warn("Setting the 'color' property will override"
                              "the edgecolor or facecolor properties. ")
            self.set_color(color)
        else:
            self.set_edgecolor(edgecolor)
            self.set_facecolor(facecolor)
        # unscaled dashes.  Needed to scale dash patterns by lw
        self._us_dashes = None
        self._linewidth = 0

        self.set_fill(fill)
        self.set_linestyle(linestyle)
        self.set_linewidth(linewidth)
        self.set_antialiased(antialiased)
        self.set_hatch(hatch)
        self.set_capstyle(capstyle)
        self.set_joinstyle(joinstyle)
        self._combined_transform = transforms.IdentityTransform()

        if len(kwargs):
            self.update(kwargs)

    def get_verts(self):
        """
        Return a copy of the vertices used in this patch

        If the patch contains Bezier curves, the curves will be
        interpolated by line segments.  To access the curves as
        curves, use :meth:`get_path`.
        """
        trans = self.get_transform()
        path = self.get_path()
        polygons = path.to_polygons(trans)
        if len(polygons):
            return polygons[0]
        return []

    def _process_radius(self, radius):
        if radius is not None:
            return radius
        if cbook.is_numlike(self._picker):
            _radius = self._picker
        else:
            if self.get_edgecolor()[3] == 0:
                _radius = 0
            else:
                _radius = self.get_linewidth()
        return _radius

    def contains(self, mouseevent, radius=None):
        """Test whether the mouse event occurred in the patch.

        Returns T/F, {}
        """
        if callable(self._contains):
            return self._contains(self, mouseevent)
        radius = self._process_radius(radius)
        inside = self.get_path().contains_point(
            (mouseevent.x, mouseevent.y), self.get_transform(), radius)
        return inside, {}

    def contains_point(self, point, radius=None):
        """
        Returns *True* if the given point is inside the path
        (transformed with its transform attribute).
        """
        radius = self._process_radius(radius)
        return self.get_path().contains_point(point,
                                              self.get_transform(),
                                              radius)

    def update_from(self, other):
        """
        Updates this :class:`Patch` from the properties of *other*.
        """
        artist.Artist.update_from(self, other)
        # For some properties we don't need or don't want to go through the
        # getters/setters, so we just copy them directly.
        self._edgecolor = other._edgecolor
        self._facecolor = other._facecolor
        self._fill = other._fill
        self._hatch = other._hatch
        self._hatch_color = other._hatch_color
        # copy the unscaled dash pattern
        self._us_dashes = other._us_dashes
        self.set_linewidth(other._linewidth)  # also sets dash properties
        self.set_transform(other.get_data_transform())

    def get_extents(self):
        """
        Return a :class:`~matplotlib.transforms.Bbox` object defining
        the axis-aligned extents of the :class:`Patch`.
        """
        return self.get_path().get_extents(self.get_transform())

    def get_transform(self):
        """
        Return the :class:`~matplotlib.transforms.Transform` applied
        to the :class:`Patch`.
        """
        return self.get_patch_transform() + artist.Artist.get_transform(self)

    def get_data_transform(self):
        """
        Return the :class:`~matplotlib.transforms.Transform` instance which
        maps data coordinates to physical coordinates.
        """
        return artist.Artist.get_transform(self)

    def get_patch_transform(self):
        """
        Return the :class:`~matplotlib.transforms.Transform` instance which
        takes patch coordinates to data coordinates.

        For example, one may define a patch of a circle which represents a
        radius of 5 by providing coordinates for a unit circle, and a
        transform which scales the coordinates (the patch coordinate) by 5.
        """
        return transforms.IdentityTransform()

    def get_antialiased(self):
        """
        Returns True if the :class:`Patch` is to be drawn with antialiasing.
        """
        return self._antialiased
    get_aa = get_antialiased

    def get_edgecolor(self):
        """
        Return the edge color of the :class:`Patch`.
        """
        return self._edgecolor
    get_ec = get_edgecolor

    def get_facecolor(self):
        """
        Return the face color of the :class:`Patch`.
        """
        return self._facecolor
    get_fc = get_facecolor

    def get_linewidth(self):
        """
        Return the line width in points.
        """
        return self._linewidth
    get_lw = get_linewidth

    def get_linestyle(self):
        """
        Return the linestyle.  Will be one of ['solid' | 'dashed' |
        'dashdot' | 'dotted']
        """
        return self._linestyle
    get_ls = get_linestyle

    def set_antialiased(self, aa):
        """
        Set whether to use antialiased rendering

        ACCEPTS: [True | False]  or None for default
        """
        if aa is None:
            aa = mpl.rcParams['patch.antialiased']
        self._antialiased = aa
        self.stale = True

    def set_aa(self, aa):
        """alias for set_antialiased"""
        return self.set_antialiased(aa)

    def _set_edgecolor(self, color):
        set_hatch_color = True
        if color is None:
            if (mpl.rcParams['patch.force_edgecolor'] or
                    not self._fill or self._edge_default):
                color = mpl.rcParams['patch.edgecolor']
            else:
                color = 'none'
                set_hatch_color = False

        self._edgecolor = colors.to_rgba(color, self._alpha)
        if set_hatch_color:
            self._hatch_color = self._edgecolor
        self.stale = True

    def set_edgecolor(self, color):
        """
        Set the patch edge color

        ACCEPTS: mpl color spec, None, 'none', or 'auto'
        """
        self._original_edgecolor = color
        self._set_edgecolor(color)

    def set_ec(self, color):
        """alias for set_edgecolor"""
        return self.set_edgecolor(color)

    def _set_facecolor(self, color):
        if color is None:
            color = mpl.rcParams['patch.facecolor']
        alpha = self._alpha if self._fill else 0
        self._facecolor = colors.to_rgba(color, alpha)
        self.stale = True

    def set_facecolor(self, color):
        """
        Set the patch face color

        ACCEPTS: mpl color spec, or None for default, or 'none' for no color
        """
        self._original_facecolor = color
        self._set_facecolor(color)

    def set_fc(self, color):
        """alias for set_facecolor"""
        return self.set_facecolor(color)

    def set_color(self, c):
        """
        Set both the edgecolor and the facecolor.

        ACCEPTS: matplotlib color spec

        .. seealso::

            :meth:`set_facecolor`, :meth:`set_edgecolor`
               For setting the edge or face color individually.
        """
        self.set_facecolor(c)
        self.set_edgecolor(c)

    def set_alpha(self, alpha):
        """
        Set the alpha tranparency of the patch.

        ACCEPTS: float or None
        """
        if alpha is not None:
            try:
                float(alpha)
            except TypeError:
                raise TypeError('alpha must be a float or None')
        artist.Artist.set_alpha(self, alpha)
        self._set_facecolor(self._original_facecolor)
        self._set_edgecolor(self._original_edgecolor)
        # stale is already True

    def set_linewidth(self, w):
        """
        Set the patch linewidth in points

        ACCEPTS: float or None for default
        """
        if w is None:
            w = mpl.rcParams['patch.linewidth']
            if w is None:
                w = mpl.rcParams['axes.linewidth']

        self._linewidth = float(w)
        # scale the dash pattern by the linewidth
        offset, ls = self._us_dashes
        self._dashoffset, self._dashes = mlines._scale_dashes(
            offset, ls, self._linewidth)
        self.stale = True

    def set_lw(self, lw):
        """alias for set_linewidth"""
        return self.set_linewidth(lw)

    def set_linestyle(self, ls):
        """
        Set the patch linestyle

        ===========================   =================
        linestyle                     description
        ===========================   =================
        ``'-'`` or ``'solid'``        solid line
        ``'--'`` or  ``'dashed'``     dashed line
        ``'-.'`` or  ``'dashdot'``    dash-dotted line
        ``':'`` or ``'dotted'``       dotted line
        ===========================   =================

        Alternatively a dash tuple of the following form can be provided::

            (offset, onoffseq),

        where ``onoffseq`` is an even length tuple of on and off ink
        in points.

        ACCEPTS: ['solid' | 'dashed', 'dashdot', 'dotted' |
                   (offset, on-off-dash-seq) |
                   ``'-'`` | ``'--'`` | ``'-.'`` | ``':'`` | ``'None'`` |
                   ``' '`` | ``''``]

        Parameters
        ----------
        ls : { '-',  '--', '-.', ':'} and more see description
            The line style.
        """
        if ls is None:
            ls = "solid"
        self._linestyle = ls
        # get the unscalled dash pattern
        offset, ls = self._us_dashes = mlines._get_dash_pattern(ls)
        # scale the dash pattern by the linewidth
        self._dashoffset, self._dashes = mlines._scale_dashes(
            offset, ls, self._linewidth)
        self.stale = True

    def set_ls(self, ls):
        """alias for set_linestyle"""
        return self.set_linestyle(ls)

    def set_fill(self, b):
        """
        Set whether to fill the patch

        ACCEPTS: [True | False]
        """
        self._fill = bool(b)
        self._set_facecolor(self._original_facecolor)
        self._set_edgecolor(self._original_edgecolor)
        self.stale = True

    def get_fill(self):
        'return whether fill is set'
        return self._fill

    # Make fill a property so as to preserve the long-standing
    # but somewhat inconsistent behavior in which fill was an
    # attribute.
    fill = property(get_fill, set_fill)

    def set_capstyle(self, s):
        """
        Set the patch capstyle

        ACCEPTS: ['butt' | 'round' | 'projecting']
        """
        s = s.lower()
        if s not in self.validCap:
            raise ValueError('set_capstyle passed "%s";\n' % (s,) +
                             'valid capstyles are %s' % (self.validCap,))
        self._capstyle = s
        self.stale = True

    def get_capstyle(self):
        "Return the current capstyle"
        return self._capstyle

    def set_joinstyle(self, s):
        """
        Set the patch joinstyle

        ACCEPTS: ['miter' | 'round' | 'bevel']
        """
        s = s.lower()
        if s not in self.validJoin:
            raise ValueError('set_joinstyle passed "%s";\n' % (s,) +
                             'valid joinstyles are %s' % (self.validJoin,))
        self._joinstyle = s
        self.stale = True

    def get_joinstyle(self):
        "Return the current joinstyle"
        return self._joinstyle

    def set_hatch(self, hatch):
        """
        Set the hatching pattern

        *hatch* can be one of::

          /   - diagonal hatching
          \\   - back diagonal
          |   - vertical
          -   - horizontal
          +   - crossed
          x   - crossed diagonal
          o   - small circle
          O   - large circle
          .   - dots
          *   - stars

        Letters can be combined, in which case all the specified
        hatchings are done.  If same letter repeats, it increases the
        density of hatching of that pattern.

        Hatching is supported in the PostScript, PDF, SVG and Agg
        backends only.

        ACCEPTS: ['/' | '\\\\' | '|' | '-' | '+' | 'x' | 'o' | 'O' | '.' | '*']
        """
        self._hatch = hatch
        self.stale = True

    def get_hatch(self):
        'Return the current hatching pattern'
        return self._hatch

    @allow_rasterization
    def draw(self, renderer):
        'Draw the :class:`Patch` to the given *renderer*.'
        if not self.get_visible():
            return

        renderer.open_group('patch', self.get_gid())
        gc = renderer.new_gc()

        gc.set_foreground(self._edgecolor, isRGBA=True)

        lw = self._linewidth
        if self._edgecolor[3] == 0:
            lw = 0
        gc.set_linewidth(lw)
        gc.set_dashes(0, self._dashes)
        gc.set_capstyle(self._capstyle)
        gc.set_joinstyle(self._joinstyle)

        gc.set_antialiased(self._antialiased)
        self._set_gc_clip(gc)
        gc.set_url(self._url)
        gc.set_snap(self.get_snap())

        rgbFace = self._facecolor
        if rgbFace[3] == 0:
            rgbFace = None  # (some?) renderers expect this as no-fill signal

        gc.set_alpha(self._alpha)

        if self._hatch:
            gc.set_hatch(self._hatch)
            try:
                gc.set_hatch_color(self._hatch_color)
            except AttributeError:
                # if we end up with a GC that does not have this method
                warnings.warn("Your backend does not have support for "
                              "setting the hatch color.")

        if self.get_sketch_params() is not None:
            gc.set_sketch_params(*self.get_sketch_params())

        path = self.get_path()
        transform = self.get_transform()
        tpath = transform.transform_path_non_affine(path)
        affine = transform.get_affine()

        if self.get_path_effects():
            from matplotlib.patheffects import PathEffectRenderer
            renderer = PathEffectRenderer(self.get_path_effects(), renderer)

        renderer.draw_path(gc, tpath, affine, rgbFace)

        gc.restore()
        renderer.close_group('patch')
        self.stale = False

    def get_path(self):
        """
        Return the path of this patch
        """
        raise NotImplementedError('Derived must override')

    def get_window_extent(self, renderer=None):
        return self.get_path().get_extents(self.get_transform())


patchdoc = artist.kwdoc(Patch)
for k in ('Rectangle', 'Circle', 'RegularPolygon', 'Polygon', 'Wedge', 'Arrow',
          'FancyArrow', 'YAArrow', 'CirclePolygon', 'Ellipse', 'Arc',
          'FancyBboxPatch', 'Patch'):
    docstring.interpd.update({k: patchdoc})

# define Patch.__init__ docstring after the class has been added to interpd
docstring.dedent_interpd(Patch.__init__)


class Shadow(Patch):
    def __str__(self):
        return "Shadow(%s)" % (str(self.patch))

    @docstring.dedent_interpd
    def __init__(self, patch, ox, oy, props=None, **kwargs):
        """
        Create a shadow of the given *patch* offset by *ox*, *oy*.
        *props*, if not *None*, is a patch property update dictionary.
        If *None*, the shadow will have have the same color as the face,
        but darkened.

        kwargs are
        %(Patch)s
        """
        Patch.__init__(self)
        self.patch = patch
        self.props = props
        self._ox, self._oy = ox, oy
        self._shadow_transform = transforms.Affine2D()
        self._update()

    def _update(self):
        self.update_from(self.patch)
        if self.props is not None:
            self.update(self.props)
        else:
            r, g, b, a = colors.to_rgba(self.patch.get_facecolor())
            rho = 0.3
            r = rho * r
            g = rho * g
            b = rho * b

            self.set_facecolor((r, g, b, 0.5))
            self.set_edgecolor((r, g, b, 0.5))
            self.set_alpha(0.5)

    def _update_transform(self, renderer):
        ox = renderer.points_to_pixels(self._ox)
        oy = renderer.points_to_pixels(self._oy)
        self._shadow_transform.clear().translate(ox, oy)

    def _get_ox(self):
        return self._ox

    def _set_ox(self, ox):
        self._ox = ox

    def _get_oy(self):
        return self._oy

    def _set_oy(self, oy):
        self._oy = oy

    def get_path(self):
        return self.patch.get_path()

    def get_patch_transform(self):
        return self.patch.get_patch_transform() + self._shadow_transform

    def draw(self, renderer):
        self._update_transform(renderer)
        Patch.draw(self, renderer)


class Rectangle(Patch):
    """
    Draw a rectangle with lower left at *xy* = (*x*, *y*) with
    specified *width*, *height* and rotation *angle*.
    """

    def __str__(self):
        pars = self._x, self._y, self._width, self._height, self.angle
        fmt = "Rectangle(xy=(%g, %g), width=%g, height=%g, angle=%g)"
        return fmt % pars

    @docstring.dedent_interpd
    def __init__(self, xy, width, height, angle=0.0, **kwargs):
        """

        *angle*
          rotation in degrees (anti-clockwise)

        *fill* is a boolean indicating whether to fill the rectangle

        Valid kwargs are:
        %(Patch)s
        """

        Patch.__init__(self, **kwargs)

        self._x = xy[0]
        self._y = xy[1]
        self._width = width
        self._height = height
        self.angle = float(angle)
        # Note: This cannot be calculated until this is added to an Axes
        self._rect_transform = transforms.IdentityTransform()

    def get_path(self):
        """
        Return the vertices of the rectangle
        """
        return Path.unit_rectangle()

    def _update_patch_transform(self):
        """NOTE: This cannot be called until after this has been added
                 to an Axes, otherwise unit conversion will fail. This
                 makes it very important to call the accessor method and
                 not directly access the transformation member variable.
        """
        x = self.convert_xunits(self._x)
        y = self.convert_yunits(self._y)
        width = self.convert_xunits(self._width)
        height = self.convert_yunits(self._height)
        bbox = transforms.Bbox.from_bounds(x, y, width, height)
        rot_trans = transforms.Affine2D()
        rot_trans.rotate_deg_around(x, y, self.angle)
        self._rect_transform = transforms.BboxTransformTo(bbox)
        self._rect_transform += rot_trans

    def get_patch_transform(self):
        self._update_patch_transform()
        return self._rect_transform

    def get_x(self):
        "Return the left coord of the rectangle"
        return self._x

    def get_y(self):
        "Return the bottom coord of the rectangle"
        return self._y

    def get_xy(self):
        "Return the left and bottom coords of the rectangle"
        return self._x, self._y

    def get_width(self):
        "Return the width of the  rectangle"
        return self._width

    def get_height(self):
        "Return the height of the rectangle"
        return self._height

    def set_x(self, x):
        """
        Set the left coord of the rectangle

        ACCEPTS: float
        """
        self._x = x
        self.stale = True

    def set_y(self, y):
        """
        Set the bottom coord of the rectangle

        ACCEPTS: float
        """
        self._y = y
        self.stale = True

    def set_xy(self, xy):
        """
        Set the left and bottom coords of the rectangle

        ACCEPTS: 2-item sequence
        """
        self._x, self._y = xy
        self.stale = True

    def set_width(self, w):
        """
        Set the width rectangle

        ACCEPTS: float
        """
        self._width = w
        self.stale = True

    def set_height(self, h):
        """
        Set the width rectangle

        ACCEPTS: float
        """
        self._height = h
        self.stale = True

    def set_bounds(self, *args):
        """
        Set the bounds of the rectangle: l,b,w,h

        ACCEPTS: (left, bottom, width, height)
        """
        if len(args) == 0:
            l, b, w, h = args[0]
        else:
            l, b, w, h = args
        self._x = l
        self._y = b
        self._width = w
        self._height = h
        self.stale = True

    def get_bbox(self):
        return transforms.Bbox.from_bounds(self._x, self._y,
                                           self._width, self._height)

    xy = property(get_xy, set_xy)


class RegularPolygon(Patch):
    """
    A regular polygon patch.
    """
    def __str__(self):
        return "Poly%d(%g,%g)" % (self._numVertices, self._xy[0], self._xy[1])

    @docstring.dedent_interpd
    def __init__(self, xy, numVertices, radius=5, orientation=0,
                 **kwargs):
        """
        Constructor arguments:

        *xy*
          A length 2 tuple (*x*, *y*) of the center.

        *numVertices*
          the number of vertices.

        *radius*
          The distance from the center to each of the vertices.

        *orientation*
          rotates the polygon (in radians).

        Valid kwargs are:
        %(Patch)s
        """
        self._xy = xy
        self._numVertices = numVertices
        self._orientation = orientation
        self._radius = radius
        self._path = Path.unit_regular_polygon(numVertices)
        self._poly_transform = transforms.Affine2D()
        self._update_transform()

        Patch.__init__(self, **kwargs)

    def _update_transform(self):
        self._poly_transform.clear() \
            .scale(self.radius) \
            .rotate(self.orientation) \
            .translate(*self.xy)

    def _get_xy(self):
        return self._xy

    def _set_xy(self, xy):
        self._xy = xy
        self._update_transform()
    xy = property(_get_xy, _set_xy)

    def _get_orientation(self):
        return self._orientation

    def _set_orientation(self, orientation):
        self._orientation = orientation
        self._update_transform()
    orientation = property(_get_orientation, _set_orientation)

    def _get_radius(self):
        return self._radius

    def _set_radius(self, radius):
        self._radius = radius
        self._update_transform()
    radius = property(_get_radius, _set_radius)

    def _get_numvertices(self):
        return self._numVertices

    def _set_numvertices(self, numVertices):
        self._numVertices = numVertices

    numvertices = property(_get_numvertices, _set_numvertices)

    def get_path(self):
        return self._path

    def get_patch_transform(self):
        self._update_transform()
        return self._poly_transform


class PathPatch(Patch):
    """
    A general polycurve path patch.
    """
    _edge_default = True

    def __str__(self):
        return "Poly((%g, %g) ...)" % tuple(self._path.vertices[0])

    @docstring.dedent_interpd
    def __init__(self, path, **kwargs):
        """
        *path* is a :class:`matplotlib.path.Path` object.

        Valid kwargs are:
        %(Patch)s

        .. seealso::

            :class:`Patch`
                For additional kwargs

        """
        Patch.__init__(self, **kwargs)
        self._path = path

    def get_path(self):
        return self._path


class Polygon(Patch):
    """
    A general polygon patch.
    """
    def __str__(self):
        return "Poly((%g, %g) ...)" % tuple(self._path.vertices[0])

    @docstring.dedent_interpd
    def __init__(self, xy, closed=True, **kwargs):
        """
        *xy* is a numpy array with shape Nx2.

        If *closed* is *True*, the polygon will be closed so the
        starting and ending points are the same.

        Valid kwargs are:
        %(Patch)s

        .. seealso::

            :class:`Patch`
                For additional kwargs

        """
        Patch.__init__(self, **kwargs)
        self._closed = closed
        self.set_xy(xy)

    def get_path(self):
        """
        Get the path of the polygon

        Returns
        -------
        path : Path
           The :class:`~matplotlib.path.Path` object for
           the polygon
        """
        return self._path

    def get_closed(self):
        """
        Returns if the polygon is closed

        Returns
        -------
        closed : bool
            If the path is closed
        """
        return self._closed

    def set_closed(self, closed):
        """
        Set if the polygon is closed

        Parameters
        ----------
        closed : bool
           True if the polygon is closed
        """
        if self._closed == bool(closed):
            return
        self._closed = bool(closed)
        self.set_xy(self.get_xy())
        self.stale = True

    def get_xy(self):
        """
        Get the vertices of the path

        Returns
        -------
        vertices : numpy array
            The coordinates of the vertices as a Nx2
            ndarray.
        """
        return self._path.vertices

    def set_xy(self, xy):
        """
        Set the vertices of the polygon

        Parameters
        ----------
        xy : numpy array or iterable of pairs
            The coordinates of the vertices as a Nx2
            ndarray or iterable of pairs.
        """
        xy = np.asarray(xy)
        if self._closed:
            if len(xy) and (xy[0] != xy[-1]).any():
                xy = np.concatenate([xy, [xy[0]]])
        else:
            if len(xy) > 2 and (xy[0] == xy[-1]).all():
                xy = xy[:-1]
        self._path = Path(xy, closed=self._closed)
        self.stale = True

    _get_xy = get_xy
    _set_xy = set_xy
    xy = property(
        get_xy, set_xy, None,
        """Set/get the vertices of the polygon.  This property is
           provided for backward compatibility with matplotlib 0.91.x
           only.  New code should use
           :meth:`~matplotlib.patches.Polygon.get_xy` and
           :meth:`~matplotlib.patches.Polygon.set_xy` instead.""")


class Wedge(Patch):
    """
    Wedge shaped patch.
    """
    def __str__(self):
        pars = (self.center[0], self.center[1], self.r,
                self.theta1, self.theta2, self.width)
        fmt = "Wedge(center=(%g, %g), r=%g, theta1=%g, theta2=%g, width=%s)"
        return fmt % pars

    @docstring.dedent_interpd
    def __init__(self, center, r, theta1, theta2, width=None, **kwargs):
        """
        Draw a wedge centered at *x*, *y* center with radius *r* that
        sweeps *theta1* to *theta2* (in degrees).  If *width* is given,
        then a partial wedge is drawn from inner radius *r* - *width*
        to outer radius *r*.

        Valid kwargs are:

        %(Patch)s
        """
        Patch.__init__(self, **kwargs)
        self.center = center
        self.r, self.width = r, width
        self.theta1, self.theta2 = theta1, theta2
        self._patch_transform = transforms.IdentityTransform()
        self._recompute_path()

    def _recompute_path(self):
        # Inner and outer rings are connected unless the annulus is complete
        if abs((self.theta2 - self.theta1) - 360) <= 1e-12:
            theta1, theta2 = 0, 360
            connector = Path.MOVETO
        else:
            theta1, theta2 = self.theta1, self.theta2
            connector = Path.LINETO

        # Form the outer ring
        arc = Path.arc(theta1, theta2)

        if self.width is not None:
            # Partial annulus needs to draw the outer ring
            # followed by a reversed and scaled inner ring
            v1 = arc.vertices
            v2 = arc.vertices[::-1] * float(self.r - self.width) / self.r
            v = np.vstack([v1, v2, v1[0, :], (0, 0)])
            c = np.hstack([arc.codes, arc.codes, connector, Path.CLOSEPOLY])
            c[len(arc.codes)] = connector
        else:
            # Wedge doesn't need an inner ring
            v = np.vstack([arc.vertices, [(0, 0), arc.vertices[0, :], (0, 0)]])
            c = np.hstack([arc.codes, [connector, connector, Path.CLOSEPOLY]])

        # Shift and scale the wedge to the final location.
        v *= self.r
        v += np.asarray(self.center)
        self._path = Path(v, c)

    def set_center(self, center):
        self._path = None
        self.center = center
        self.stale = True

    def set_radius(self, radius):
        self._path = None
        self.r = radius
        self.stale = True

    def set_theta1(self, theta1):
        self._path = None
        self.theta1 = theta1
        self.stale = True

    def set_theta2(self, theta2):
        self._path = None
        self.theta2 = theta2
        self.stale = True

    def set_width(self, width):
        self._path = None
        self.width = width
        self.stale = True

    def get_path(self):
        if self._path is None:
            self._recompute_path()
        return self._path


# COVERAGE NOTE: Not used internally or from examples
class Arrow(Patch):
    """
    An arrow patch.
    """
    def __str__(self):
        return "Arrow()"

    _path = Path([[0.0, 0.1], [0.0, -0.1],
                  [0.8, -0.1], [0.8, -0.3],
                  [1.0, 0.0], [0.8, 0.3],
                  [0.8, 0.1], [0.0, 0.1]],
                 closed=True)

    @docstring.dedent_interpd
    def __init__(self, x, y, dx, dy, width=1.0, **kwargs):
        """
        Draws an arrow from (*x*, *y*) to (*x* + *dx*, *y* + *dy*).
        The width of the arrow is scaled by *width*.

        Parameters
        ----------
        x : scalar
            x coordinate of the arrow tail
        y : scalar
            y coordinate of the arrow tail
        dx : scalar
            Arrow length in the x direction
        dy : scalar
            Arrow length in the y direction
        width : scalar, optional (default: 1)
            Scale factor for the width of the arrow. With a default value of
            1, the tail width is 0.2 and head width is 0.6.
        **kwargs :
            Keyword arguments control the :class:`~matplotlib.patches.Patch`
            properties:

            %(Patch)s

        See Also
        --------
        :class:`FancyArrow` :
            Patch that allows independent control of the head and tail
            properties
        """
        Patch.__init__(self, **kwargs)
        L = np.hypot(dx, dy)

        if L != 0:
            cx = float(dx) / L
            sx = float(dy) / L
        else:
            # Account for division by zero
            cx, sx = 0, 1

        trans1 = transforms.Affine2D().scale(L, width)
        trans2 = transforms.Affine2D.from_values(cx, sx, -sx, cx, 0.0, 0.0)
        trans3 = transforms.Affine2D().translate(x, y)
        trans = trans1 + trans2 + trans3
        self._patch_transform = trans.frozen()

    def get_path(self):
        return self._path

    def get_patch_transform(self):
        return self._patch_transform


class FancyArrow(Polygon):
    """
    Like Arrow, but lets you set head width and head height independently.
    """

    _edge_default = True

    def __str__(self):
        return "FancyArrow()"

    @docstring.dedent_interpd
    def __init__(self, x, y, dx, dy, width=0.001, length_includes_head=False,
                 head_width=None, head_length=None, shape='full', overhang=0,
                 head_starts_at_zero=False, **kwargs):
        """
        Constructor arguments
          *width*: float (default: 0.001)
            width of full arrow tail

          *length_includes_head*: [True | False] (default: False)
            True if head is to be counted in calculating the length.

          *head_width*: float or None (default: 3*width)
            total width of the full arrow head

          *head_length*: float or None (default: 1.5 * head_width)
            length of arrow head

          *shape*: ['full', 'left', 'right'] (default: 'full')
            draw the left-half, right-half, or full arrow

          *overhang*: float (default: 0)
            fraction that the arrow is swept back (0 overhang means
            triangular shape). Can be negative or greater than one.

          *head_starts_at_zero*: [True | False] (default: False)
            if True, the head starts being drawn at coordinate 0
            instead of ending at coordinate 0.

        Other valid kwargs (inherited from :class:`Patch`) are:
        %(Patch)s

        """
        if head_width is None:
            head_width = 3 * width
        if head_length is None:
            head_length = 1.5 * head_width

        distance = np.hypot(dx, dy)

        if length_includes_head:
            length = distance
        else:
            length = distance + head_length
        if not length:
            verts = []  # display nothing if empty
        else:
            # start by drawing horizontal arrow, point at (0,0)
            hw, hl, hs, lw = head_width, head_length, overhang, width
            left_half_arrow = np.array([
                [0.0, 0.0],                  # tip
                [-hl, -hw / 2.0],             # leftmost
                [-hl * (1 - hs), -lw / 2.0],  # meets stem
                [-length, -lw / 2.0],          # bottom left
                [-length, 0],
            ])
            # if we're not including the head, shift up by head length
            if not length_includes_head:
                left_half_arrow += [head_length, 0]
            # if the head starts at 0, shift up by another head length
            if head_starts_at_zero:
                left_half_arrow += [head_length / 2.0, 0]
            # figure out the shape, and complete accordingly
            if shape == 'left':
                coords = left_half_arrow
            else:
                right_half_arrow = left_half_arrow * [1, -1]
                if shape == 'right':
                    coords = right_half_arrow
                elif shape == 'full':
                    # The half-arrows contain the midpoint of the stem,
                    # which we can omit from the full arrow. Including it
                    # twice caused a problem with xpdf.
                    coords = np.concatenate([left_half_arrow[:-1],
                                             right_half_arrow[-2::-1]])
                else:
                    raise ValueError("Got unknown shape: %s" % shape)
            if distance != 0:
                cx = float(dx) / distance
                sx = float(dy) / distance
            else:
                #Account for division by zero
                cx, sx = 0, 1
            M = np.array([[cx, sx], [-sx, cx]])
            verts = np.dot(coords, M) + (x + dx, y + dy)

        Polygon.__init__(self, list(map(tuple, verts)), closed=True, **kwargs)


docstring.interpd.update({"FancyArrow": FancyArrow.__init__.__doc__})


class YAArrow(Patch):
    """
    Yet another arrow class.

    This is an arrow that is defined in display space and has a tip at
    *x1*, *y1* and a base at *x2*, *y2*.
    """
    def __str__(self):
        return "YAArrow()"

    @docstring.dedent_interpd
    def __init__(self, figure, xytip, xybase,
                 width=4, frac=0.1, headwidth=12, **kwargs):
        """
        Constructor arguments:

        *xytip*
          (*x*, *y*) location of arrow tip

        *xybase*
          (*x*, *y*) location the arrow base mid point

        *figure*
          The :class:`~matplotlib.figure.Figure` instance
          (fig.dpi)

        *width*
          The width of the arrow in points

        *frac*
          The fraction of the arrow length occupied by the head

        *headwidth*
          The width of the base of the arrow head in points

        Valid kwargs are:
        %(Patch)s

        """
        self.xytip = xytip
        self.xybase = xybase
        self.width = width
        self.frac = frac
        self.headwidth = headwidth
        Patch.__init__(self, **kwargs)
        # Set self.figure after Patch.__init__, since it sets self.figure to
        # None
        self.figure = figure

    def get_path(self):
        # Since this is dpi dependent, we need to recompute the path
        # every time.

        # the base vertices
        x1, y1 = self.xytip
        x2, y2 = self.xybase
        k1 = self.width * self.figure.dpi / 72. / 2.
        k2 = self.headwidth * self.figure.dpi / 72. / 2.
        xb1, yb1, xb2, yb2 = self.getpoints(x1, y1, x2, y2, k1)

        # a point on the segment 20% of the distance from the tip to the base
        theta = math.atan2(y2 - y1, x2 - x1)
        r = math.sqrt((y2 - y1) ** 2. + (x2 - x1) ** 2.)
        xm = x1 + self.frac * r * math.cos(theta)
        ym = y1 + self.frac * r * math.sin(theta)
        xc1, yc1, xc2, yc2 = self.getpoints(x1, y1, xm, ym, k1)
        xd1, yd1, xd2, yd2 = self.getpoints(x1, y1, xm, ym, k2)

        xs = self.convert_xunits([xb1, xb2, xc2, xd2, x1, xd1, xc1, xb1])
        ys = self.convert_yunits([yb1, yb2, yc2, yd2, y1, yd1, yc1, yb1])

        return Path(list(zip(xs, ys)), closed=True)

    def get_patch_transform(self):
        return transforms.IdentityTransform()

    def getpoints(self, x1, y1, x2, y2, k):
        """
        For line segment defined by (*x1*, *y1*) and (*x2*, *y2*)
        return the points on the line that is perpendicular to the
        line and intersects (*x2*, *y2*) and the distance from (*x2*,
        *y2*) of the returned points is *k*.
        """
        x1, y1, x2, y2, k = map(float, (x1, y1, x2, y2, k))

        if y2 - y1 == 0:
            return x2, y2 + k, x2, y2 - k
        elif x2 - x1 == 0:
            return x2 + k, y2, x2 - k, y2

        m = (y2 - y1) / (x2 - x1)
        pm = -1. / m
        a = 1
        b = -2 * y2
        c = y2 ** 2. - k ** 2. * pm ** 2. / (1. + pm ** 2.)

        y3a = (-b + math.sqrt(b ** 2 - 4 * a * c)) / (2 * a)
        x3a = (y3a - y2) / pm + x2

        y3b = (-b - math.sqrt(b ** 2 - 4 * a * c)) / (2 * a)
        x3b = (y3b - y2) / pm + x2
        return x3a, y3a, x3b, y3b


class CirclePolygon(RegularPolygon):
    """
    A polygon-approximation of a circle patch.
    """
    def __str__(self):
        return "CirclePolygon(%d,%d)" % self.center

    @docstring.dedent_interpd
    def __init__(self, xy, radius=5,
                 resolution=20,  # the number of vertices
                 ** kwargs):
        """
        Create a circle at *xy* = (*x*, *y*) with given *radius*.
        This circle is approximated by a regular polygon with
        *resolution* sides.  For a smoother circle drawn with splines,
        see :class:`~matplotlib.patches.Circle`.

        Valid kwargs are:
        %(Patch)s

        """
        RegularPolygon.__init__(self, xy,
                                resolution,
                                radius,
                                orientation=0,
                                **kwargs)


class Ellipse(Patch):
    """
    A scale-free ellipse.
    """
    def __str__(self):
        pars = (self.center[0], self.center[1],
                self.width, self.height, self.angle)
        fmt = "Ellipse(xy=(%s, %s), width=%s, height=%s, angle=%s)"
        return fmt % pars

    @docstring.dedent_interpd
    def __init__(self, xy, width, height, angle=0.0, **kwargs):
        """
        *xy*
          center of ellipse

        *width*
          total length (diameter) of horizontal axis

        *height*
          total length (diameter) of vertical axis

        *angle*
          rotation in degrees (anti-clockwise)

        Valid kwargs are:
        %(Patch)s
        """
        Patch.__init__(self, **kwargs)

        self.center = xy
        self.width, self.height = width, height
        self.angle = angle
        self._path = Path.unit_circle()
        # Note: This cannot be calculated until this is added to an Axes
        self._patch_transform = transforms.IdentityTransform()

    def _recompute_transform(self):
        """NOTE: This cannot be called until after this has been added
                 to an Axes, otherwise unit conversion will fail. This
                 makes it very important to call the accessor method and
                 not directly access the transformation member variable.
        """
        center = (self.convert_xunits(self.center[0]),
                  self.convert_yunits(self.center[1]))
        width = self.convert_xunits(self.width)
        height = self.convert_yunits(self.height)
        self._patch_transform = transforms.Affine2D() \
            .scale(width * 0.5, height * 0.5) \
            .rotate_deg(self.angle) \
            .translate(*center)

    def get_path(self):
        """
        Return the vertices of the rectangle
        """
        return self._path

    def get_patch_transform(self):
        self._recompute_transform()
        return self._patch_transform


class Circle(Ellipse):
    """
    A circle patch.
    """
    def __str__(self):
        pars = self.center[0], self.center[1], self.radius
        fmt = "Circle(xy=(%g, %g), radius=%g)"
        return fmt % pars

    @docstring.dedent_interpd
    def __init__(self, xy, radius=5, **kwargs):
        """
        Create true circle at center *xy* = (*x*, *y*) with given
        *radius*.  Unlike :class:`~matplotlib.patches.CirclePolygon`
        which is a polygonal approximation, this uses Bézier splines
        and is much closer to a scale-free circle.

        Valid kwargs are:
        %(Patch)s

        """
        Ellipse.__init__(self, xy, radius * 2, radius * 2, **kwargs)
        self.radius = radius

    def set_radius(self, radius):
        """
        Set the radius of the circle

        ACCEPTS: float
        """
        self.width = self.height = 2 * radius
        self.stale = True

    def get_radius(self):
        'return the radius of the circle'
        return self.width / 2.

    radius = property(get_radius, set_radius)


class Arc(Ellipse):
    """
    An elliptical arc.  Because it performs various optimizations, it
    can not be filled.

    The arc must be used in an :class:`~matplotlib.axes.Axes`
    instance---it can not be added directly to a
    :class:`~matplotlib.figure.Figure`---because it is optimized to
    only render the segments that are inside the axes bounding box
    with high resolution.
    """
    def __str__(self):
        pars = (self.center[0], self.center[1], self.width,
                self.height, self.angle, self.theta1, self.theta2)
        fmt = ("Arc(xy=(%g, %g), width=%g, "
               "height=%g, angle=%g, theta1=%g, theta2=%g)")
        return fmt % pars

    @docstring.dedent_interpd
    def __init__(self, xy, width, height, angle=0.0,
                 theta1=0.0, theta2=360.0, **kwargs):
        """
        The following args are supported:

        *xy*
          center of ellipse

        *width*
          length of horizontal axis

        *height*
          length of vertical axis

        *angle*
          rotation in degrees (anti-clockwise)

        *theta1*
          starting angle of the arc in degrees

        *theta2*
          ending angle of the arc in degrees

        If *theta1* and *theta2* are not provided, the arc will form a
        complete ellipse.

        Valid kwargs are:

        %(Patch)s
        """
        fill = kwargs.setdefault('fill', False)
        if fill:
            raise ValueError("Arc objects can not be filled")

        Ellipse.__init__(self, xy, width, height, angle, **kwargs)

        self.theta1 = theta1
        self.theta2 = theta2

    @allow_rasterization
    def draw(self, renderer):
        """
        Ellipses are normally drawn using an approximation that uses
        eight cubic bezier splines.  The error of this approximation
        is 1.89818e-6, according to this unverified source:

          Lancaster, Don.  Approximating a Circle or an Ellipse Using
          Four Bezier Cubic Splines.

          http://www.tinaja.com/glib/ellipse4.pdf

        There is a use case where very large ellipses must be drawn
        with very high accuracy, and it is too expensive to render the
        entire ellipse with enough segments (either splines or line
        segments).  Therefore, in the case where either radius of the
        ellipse is large enough that the error of the spline
        approximation will be visible (greater than one pixel offset
        from the ideal), a different technique is used.

        In that case, only the visible parts of the ellipse are drawn,
        with each visible arc using a fixed number of spline segments
        (8).  The algorithm proceeds as follows:

          1. The points where the ellipse intersects the axes bounding
             box are located.  (This is done be performing an inverse
             transformation on the axes bbox such that it is relative
             to the unit circle -- this makes the intersection
             calculation much easier than doing rotated ellipse
             intersection directly).

             This uses the "line intersecting a circle" algorithm
             from:

               Vince, John.  Geometry for Computer Graphics: Formulae,
               Examples & Proofs.  London: Springer-Verlag, 2005.

          2. The angles of each of the intersection points are
             calculated.

          3. Proceeding counterclockwise starting in the positive
             x-direction, each of the visible arc-segments between the
             pairs of vertices are drawn using the bezier arc
             approximation technique implemented in
             :meth:`matplotlib.path.Path.arc`.
        """
        if not hasattr(self, 'axes'):
            raise RuntimeError('Arcs can only be used in Axes instances')

        self._recompute_transform()

        width = self.convert_xunits(self.width)
        height = self.convert_yunits(self.height)

        # If the width and height of ellipse are not equal, take into account
        # stretching when calculating angles to draw between
        def theta_stretch(theta, scale):
            theta = np.deg2rad(theta)
            x = np.cos(theta)
            y = np.sin(theta)
            return np.rad2deg(np.arctan2(scale * y, x))
        theta1 = theta_stretch(self.theta1, width / height)
        theta2 = theta_stretch(self.theta2, width / height)

        # Get width and height in pixels
        width, height = self.get_transform().transform_point((width, height))
        inv_error = (1.0 / 1.89818e-6) * 0.5
        if width < inv_error and height < inv_error:
            self._path = Path.arc(theta1, theta2)
            return Patch.draw(self, renderer)

        def iter_circle_intersect_on_line(x0, y0, x1, y1):
            dx = x1 - x0
            dy = y1 - y0
            dr2 = dx * dx + dy * dy
            D = x0 * y1 - x1 * y0
            D2 = D * D
            discrim = dr2 - D2

            # Single (tangential) intersection
            if discrim == 0.0:
                x = (D * dy) / dr2
                y = (-D * dx) / dr2
                yield x, y
            elif discrim > 0.0:
                # The definition of "sign" here is different from
                # np.sign: we never want to get 0.0
                if dy < 0.0:
                    sign_dy = -1.0
                else:
                    sign_dy = 1.0
                sqrt_discrim = np.sqrt(discrim)
                for sign in (1., -1.):
                    x = (D * dy + sign * sign_dy * dx * sqrt_discrim) / dr2
                    y = (-D * dx + sign * np.abs(dy) * sqrt_discrim) / dr2
                    yield x, y

        def iter_circle_intersect_on_line_seg(x0, y0, x1, y1):
            epsilon = 1e-9
            if x1 < x0:
                x0e, x1e = x1, x0
            else:
                x0e, x1e = x0, x1
            if y1 < y0:
                y0e, y1e = y1, y0
            else:
                y0e, y1e = y0, y1
            x0e -= epsilon
            y0e -= epsilon
            x1e += epsilon
            y1e += epsilon
            for x, y in iter_circle_intersect_on_line(x0, y0, x1, y1):
                if x >= x0e and x <= x1e and y >= y0e and y <= y1e:
                    yield x, y

        # Transforms the axes box_path so that it is relative to the unit
        # circle in the same way that it is relative to the desired
        # ellipse.
        box_path = Path.unit_rectangle()
        box_path_transform = transforms.BboxTransformTo(self.axes.bbox) + \
            self.get_transform().inverted()
        box_path = box_path.transformed(box_path_transform)

        thetas = set()
        # For each of the point pairs, there is a line segment
        for p0, p1 in zip(box_path.vertices[:-1], box_path.vertices[1:]):
            x0, y0 = p0
            x1, y1 = p1
            for x, y in iter_circle_intersect_on_line_seg(x0, y0, x1, y1):
                theta = np.arccos(x)
                if y < 0:
                    theta = 2 * np.pi - theta
                # Convert radians to angles
                theta = np.rad2deg(theta)
                if theta1 < theta < theta2:
                    thetas.add(theta)
        thetas = sorted(thetas) + [theta2]

        last_theta = theta1
        theta1_rad = np.deg2rad(theta1)
        inside = box_path.contains_point((np.cos(theta1_rad),
                                          np.sin(theta1_rad)))

        # save original path
        path_original = self._path
        for theta in thetas:
            if inside:
                self._path = Path.arc(last_theta, theta, 8)
                Patch.draw(self, renderer)
                inside = False
            else:
                inside = True
            last_theta = theta

        # restore original path
        self._path = path_original


def bbox_artist(artist, renderer, props=None, fill=True):
    """
    This is a debug function to draw a rectangle around the bounding
    box returned by
    :meth:`~matplotlib.artist.Artist.get_window_extent` of an artist,
    to test whether the artist is returning the correct bbox.

    *props* is a dict of rectangle props with the additional property
    'pad' that sets the padding around the bbox in points.
    """
    if props is None:
        props = {}
    props = props.copy()  # don't want to alter the pad externally
    pad = props.pop('pad', 4)
    pad = renderer.points_to_pixels(pad)
    bbox = artist.get_window_extent(renderer)
    l, b, w, h = bbox.bounds
    l -= pad / 2.
    b -= pad / 2.
    w += pad
    h += pad
    r = Rectangle(xy=(l, b),
                  width=w,
                  height=h,
                  fill=fill,
                  )
    r.set_transform(transforms.IdentityTransform())
    r.set_clip_on(False)
    r.update(props)
    r.draw(renderer)


def draw_bbox(bbox, renderer, color='k', trans=None):
    """
    This is a debug function to draw a rectangle around the bounding
    box returned by
    :meth:`~matplotlib.artist.Artist.get_window_extent` of an artist,
    to test whether the artist is returning the correct bbox.
    """

    l, b, w, h = bbox.bounds
    r = Rectangle(xy=(l, b),
                  width=w,
                  height=h,
                  edgecolor=color,
                  fill=False,
                  )
    if trans is not None:
        r.set_transform(trans)
    r.set_clip_on(False)
    r.draw(renderer)


def _pprint_table(_table, leadingspace=2):
    """
    Given the list of list of strings, return a string of REST table format.
    """
    if leadingspace:
        pad = ' ' * leadingspace
    else:
        pad = ''

    columns = [[] for cell in _table[0]]

    for row in _table:
        for column, cell in zip(columns, row):
            column.append(cell)

    col_len = [max(len(cell) for cell in column) for column in columns]

    lines = []
    table_formatstr = pad + '   '.join([('=' * cl) for cl in col_len])

    lines.append('')
    lines.append(table_formatstr)
    lines.append(pad + '   '.join([cell.ljust(cl)
                                   for cell, cl
                                   in zip(_table[0], col_len)]))
    lines.append(table_formatstr)

    lines.extend([(pad + '   '.join([cell.ljust(cl)
                                     for cell, cl
                                     in zip(row, col_len)]))
                  for row in _table[1:]])

    lines.append(table_formatstr)
    lines.append('')
    return "\n".join(lines)


def _pprint_styles(_styles):
    """
    A helper function for the _Style class.  Given the dictionary of
    (stylename : styleclass), return a formatted string listing all the
    styles. Used to update the documentation.
    """
    import inspect

    _table = [["Class", "Name", "Attrs"]]

    for name, cls in sorted(_styles.items()):
        if six.PY2:
            args, varargs, varkw, defaults = inspect.getargspec(cls.__init__)
        else:
            (args, varargs, varkw, defaults, kwonlyargs, kwonlydefs,
                annotations) = inspect.getfullargspec(cls.__init__)
        if defaults:
            args = [(argname, argdefault)
                    for argname, argdefault in zip(args[1:], defaults)]
        else:
            args = None

        if args is None:
            argstr = 'None'
        else:
            argstr = ",".join([("%s=%s" % (an, av))
                               for an, av
                               in args])

        # adding ``quotes`` since - and | have special meaning in reST
        _table.append([cls.__name__, "``%s``" % name, argstr])

    return _pprint_table(_table)


def _simpleprint_styles(_styles):
    """
    A helper function for the _Style class.  Given the dictionary of
    (stylename : styleclass), return a string rep of the list of keys.
    Used to update the documentation.
    """
    return "[{}]".format("|".join(map(" '{}' ".format, sorted(_styles))))


class _Style(object):
    """
    A base class for the Styles. It is meant to be a container class,
    where actual styles are declared as subclass of it, and it
    provides some helper functions.
    """
    def __new__(self, stylename, **kw):
        """
        return the instance of the subclass with the given style name.
        """

        # the "class" should have the _style_list attribute, which is
        # a dictionary of stylname, style class paie.

        _list = stylename.replace(" ", "").split(",")
        _name = _list[0].lower()
        try:
            _cls = self._style_list[_name]
        except KeyError:
            raise ValueError("Unknown style : %s" % stylename)

        try:
            _args_pair = [cs.split("=") for cs in _list[1:]]
            _args = {k: float(v) for k, v in _args_pair}
        except ValueError:
            raise ValueError("Incorrect style argument : %s" % stylename)
        _args.update(kw)

        return _cls(**_args)

    @classmethod
    def get_styles(klass):
        """
        A class method which returns a dictionary of available styles.
        """
        return klass._style_list

    @classmethod
    def pprint_styles(klass):
        """
        A class method which returns a string of the available styles.
        """
        return _pprint_styles(klass._style_list)

    @classmethod
    def register(klass, name, style):
        """
        Register a new style.
        """

        if not issubclass(style, klass._Base):
            raise ValueError("%s must be a subclass of %s" % (style,
                                                              klass._Base))
        klass._style_list[name] = style


class BoxStyle(_Style):
    """
    :class:`BoxStyle` is a container class which defines several
    boxstyle classes, which are used for :class:`FancyBboxPatch`.

    A style object can be created as::

           BoxStyle.Round(pad=0.2)

    or::

           BoxStyle("Round", pad=0.2)

    or::

           BoxStyle("Round, pad=0.2")

    Following boxstyle classes are defined.

    %(AvailableBoxstyles)s

    An instance of any boxstyle class is an callable object,
    whose call signature is::

       __call__(self, x0, y0, width, height, mutation_size, aspect_ratio=1.)

    and returns a :class:`Path` instance. *x0*, *y0*, *width* and
    *height* specify the location and size of the box to be
    drawn. *mutation_scale* determines the overall size of the
    mutation (by which I mean the transformation of the rectangle to
    the fancy box).  *mutation_aspect* determines the aspect-ratio of
    the mutation.
    """

    _style_list = {}

    class _Base(object):
        """
        :class:`BBoxTransmuterBase` and its derivatives are used to make a
        fancy box around a given rectangle. The :meth:`__call__` method
        returns the :class:`~matplotlib.path.Path` of the fancy box. This
        class is not an artist and actual drawing of the fancy box is done
        by the :class:`FancyBboxPatch` class.
        """

        # The derived classes are required to be able to be initialized
        # w/o arguments, i.e., all its argument (except self) must have
        # the default values.

        def __init__(self):
            """
            initializtion.
            """
            super(BoxStyle._Base, self).__init__()

        def transmute(self, x0, y0, width, height, mutation_size):
            """
            The transmute method is a very core of the
            :class:`BboxTransmuter` class and must be overridden in the
            subclasses. It receives the location and size of the
            rectangle, and the mutation_size, with which the amount of
            padding and etc. will be scaled. It returns a
            :class:`~matplotlib.path.Path` instance.
            """
            raise NotImplementedError('Derived must override')

        def __call__(self, x0, y0, width, height, mutation_size,
                     aspect_ratio=1.):
            """
            Given the location and size of the box, return the path of
            the box around it.

              - *x0*, *y0*, *width*, *height* : location and size of the box
              - *mutation_size* : a reference scale for the mutation.
              - *aspect_ratio* : aspect-ration for the mutation.
            """
            # The __call__ method is a thin wrapper around the transmute method
            # and take care of the aspect.

            if aspect_ratio is not None:
                # Squeeze the given height by the aspect_ratio
                y0, height = y0 / aspect_ratio, height / aspect_ratio
                # call transmute method with squeezed height.
                path = self.transmute(x0, y0, width, height, mutation_size)
                vertices, codes = path.vertices, path.codes
                # Restore the height
                vertices[:, 1] = vertices[:, 1] * aspect_ratio
                return Path(vertices, codes)
            else:
                return self.transmute(x0, y0, width, height, mutation_size)

        def __reduce__(self):
            # because we have decided to nest thes classes, we need to
            # add some more information to allow instance pickling.
            import matplotlib.cbook as cbook
            return (cbook._NestedClassGetter(),
                    (BoxStyle, self.__class__.__name__),
                    self.__dict__
                    )

    class Square(_Base):
        """
        A simple square box.
        """

        def __init__(self, pad=0.3):
            """
             *pad*
                amount of padding
            """

            self.pad = pad
            super(BoxStyle.Square, self).__init__()

        def transmute(self, x0, y0, width, height, mutation_size):
            pad = mutation_size * self.pad

            # width and height with padding added.
            width, height = width + 2*pad, height + 2*pad

            # boundary of the padded box
            x0, y0 = x0 - pad, y0 - pad,
            x1, y1 = x0 + width, y0 + height

            vertices = [(x0, y0), (x1, y0), (x1, y1), (x0, y1), (x0, y0)]
            codes = [Path.MOVETO] + [Path.LINETO] * 3 + [Path.CLOSEPOLY]
            return Path(vertices, codes)

    _style_list["square"] = Square

    class Circle(_Base):
        """A simple circle box."""
        def __init__(self, pad=0.3):
            """
            Parameters
            ----------
            pad : float
                The amount of padding around the original box.
            """
            self.pad = pad
            super(BoxStyle.Circle, self).__init__()

        def transmute(self, x0, y0, width, height, mutation_size):
            pad = mutation_size * self.pad
            width, height = width + 2 * pad, height + 2 * pad

            # boundary of the padded box
            x0, y0 = x0 - pad, y0 - pad,
            return Path.circle((x0 + width / 2, y0 + height / 2),
                               max(width, height) / 2)

    _style_list["circle"] = Circle

    class LArrow(_Base):
        """
        (left) Arrow Box
        """
        def __init__(self, pad=0.3):
            self.pad = pad
            super(BoxStyle.LArrow, self).__init__()

        def transmute(self, x0, y0, width, height, mutation_size):
            # padding
            pad = mutation_size * self.pad

            # width and height with padding added.
            width, height = width + 2. * pad, height + 2. * pad

            # boundary of the padded box
            x0, y0 = x0 - pad, y0 - pad,
            x1, y1 = x0 + width, y0 + height

            dx = (y1 - y0) / 2.
            dxx = dx * .5
            # adjust x0.  1.4 <- sqrt(2)
            x0 = x0 + pad / 1.4

            cp = [(x0 + dxx, y0), (x1, y0), (x1, y1), (x0 + dxx, y1),
                  (x0 + dxx, y1 + dxx), (x0 - dx, y0 + dx),
                  (x0 + dxx, y0 - dxx),  # arrow
                  (x0 + dxx, y0), (x0 + dxx, y0)]

            com = [Path.MOVETO, Path.LINETO, Path.LINETO, Path.LINETO,
                   Path.LINETO, Path.LINETO, Path.LINETO,
                   Path.LINETO, Path.CLOSEPOLY]

            path = Path(cp, com)

            return path
    _style_list["larrow"] = LArrow

    class RArrow(LArrow):
        """
        (right) Arrow Box
        """

        def __init__(self, pad=0.3):
            super(BoxStyle.RArrow, self).__init__(pad)

        def transmute(self, x0, y0, width, height, mutation_size):

            p = BoxStyle.LArrow.transmute(self, x0, y0,
                                          width, height, mutation_size)

            p.vertices[:, 0] = 2 * x0 + width - p.vertices[:, 0]

            return p

    _style_list["rarrow"] = RArrow

    class DArrow(_Base):
        """
        (Double) Arrow Box
        """
        # This source is copied from LArrow,
        # modified to add a right arrow to the bbox.

        def __init__(self, pad=0.3):
            self.pad = pad
            super(BoxStyle.DArrow, self).__init__()

        def transmute(self, x0, y0, width, height, mutation_size):

            # padding
            pad = mutation_size * self.pad

            # width and height with padding added.
            # The width is padded by the arrows, so we don't need to pad it.
            height = height + 2. * pad

            # boundary of the padded box
            x0, y0 = x0 - pad, y0 - pad
            x1, y1 = x0 + width, y0 + height

            dx = (y1 - y0)/2.
            dxx = dx * .5
            # adjust x0.  1.4 <- sqrt(2)
            x0 = x0 + pad / 1.4

            cp = [(x0 + dxx, y0), (x1, y0),  # bot-segment
                  (x1, y0 - dxx), (x1 + dx + dxx, y0 + dx),
                  (x1, y1 + dxx),  # right-arrow
                  (x1, y1), (x0 + dxx, y1),  # top-segment
                  (x0 + dxx, y1 + dxx), (x0 - dx, y0 + dx),
                  (x0 + dxx, y0 - dxx),  # left-arrow
                  (x0 + dxx, y0), (x0 + dxx, y0)]  # close-poly

            com = [Path.MOVETO, Path.LINETO,
                   Path.LINETO, Path.LINETO,
                   Path.LINETO,
                   Path.LINETO, Path.LINETO,
                   Path.LINETO, Path.LINETO,
                   Path.LINETO,
                   Path.LINETO, Path.CLOSEPOLY]

            path = Path(cp, com)

            return path

    _style_list['darrow'] = DArrow

    class Round(_Base):
        """
        A box with round corners.
        """

        def __init__(self, pad=0.3, rounding_size=None):
            """
            *pad*
              amount of padding

            *rounding_size*
              rounding radius of corners. *pad* if None
            """
            self.pad = pad
            self.rounding_size = rounding_size
            super(BoxStyle.Round, self).__init__()

        def transmute(self, x0, y0, width, height, mutation_size):

            # padding
            pad = mutation_size * self.pad

            # size of the roudning corner
            if self.rounding_size:
                dr = mutation_size * self.rounding_size
            else:
                dr = pad

            width, height = width + 2. * pad, height + 2. * pad

            x0, y0 = x0 - pad, y0 - pad,
            x1, y1 = x0 + width, y0 + height

            # Round corners are implemented as quadratic bezier. e.g.,
            # [(x0, y0-dr), (x0, y0), (x0+dr, y0)] for lower left corner.
            cp = [(x0 + dr, y0),
                  (x1 - dr, y0),
                  (x1, y0), (x1, y0 + dr),
                  (x1, y1 - dr),
                  (x1, y1), (x1 - dr, y1),
                  (x0 + dr, y1),
                  (x0, y1), (x0, y1 - dr),
                  (x0, y0 + dr),
                  (x0, y0), (x0 + dr, y0),
                  (x0 + dr, y0)]

            com = [Path.MOVETO,
                   Path.LINETO,
                   Path.CURVE3, Path.CURVE3,
                   Path.LINETO,
                   Path.CURVE3, Path.CURVE3,
                   Path.LINETO,
                   Path.CURVE3, Path.CURVE3,
                   Path.LINETO,
                   Path.CURVE3, Path.CURVE3,
                   Path.CLOSEPOLY]

            path = Path(cp, com)

            return path

    _style_list["round"] = Round

    class Round4(_Base):
        """
        Another box with round edges.
        """

        def __init__(self, pad=0.3, rounding_size=None):
            """
            *pad*
              amount of padding

            *rounding_size*
              rounding size of edges. *pad* if None
            """

            self.pad = pad
            self.rounding_size = rounding_size
            super(BoxStyle.Round4, self).__init__()

        def transmute(self, x0, y0, width, height, mutation_size):

            # padding
            pad = mutation_size * self.pad

            # roudning size. Use a half of the pad if not set.
            if self.rounding_size:
                dr = mutation_size * self.rounding_size
            else:
                dr = pad / 2.

            width, height = (width + 2. * pad - 2 * dr,
                             height + 2. * pad - 2 * dr)

            x0, y0 = x0 - pad + dr, y0 - pad + dr,
            x1, y1 = x0 + width, y0 + height

            cp = [(x0, y0),
                  (x0 + dr, y0 - dr), (x1 - dr, y0 - dr), (x1, y0),
                  (x1 + dr, y0 + dr), (x1 + dr, y1 - dr), (x1, y1),
                  (x1 - dr, y1 + dr), (x0 + dr, y1 + dr), (x0, y1),
                  (x0 - dr, y1 - dr), (x0 - dr, y0 + dr), (x0, y0),
                  (x0, y0)]

            com = [Path.MOVETO,
                   Path.CURVE4, Path.CURVE4, Path.CURVE4,
                   Path.CURVE4, Path.CURVE4, Path.CURVE4,
                   Path.CURVE4, Path.CURVE4, Path.CURVE4,
                   Path.CURVE4, Path.CURVE4, Path.CURVE4,
                   Path.CLOSEPOLY]

            path = Path(cp, com)

            return path

    _style_list["round4"] = Round4

    class Sawtooth(_Base):
        """
        A sawtooth box.
        """

        def __init__(self, pad=0.3, tooth_size=None):
            """
            *pad*
              amount of padding

            *tooth_size*
              size of the sawtooth. pad* if None
            """
            self.pad = pad
            self.tooth_size = tooth_size
            super(BoxStyle.Sawtooth, self).__init__()

        def _get_sawtooth_vertices(self, x0, y0, width, height, mutation_size):

            # padding
            pad = mutation_size * self.pad

            # size of sawtooth
            if self.tooth_size is None:
                tooth_size = self.pad * .5 * mutation_size
            else:
                tooth_size = self.tooth_size * mutation_size

            tooth_size2 = tooth_size / 2.
            width, height = (width + 2. * pad - tooth_size,
                            height + 2. * pad - tooth_size)

            # the sizes of the vertical and horizontal sawtooth are
            # separately adjusted to fit the given box size.
            dsx_n = int(np.round((width - tooth_size) / (tooth_size * 2))) * 2
            dsx = (width - tooth_size) / dsx_n
            dsy_n = int(np.round((height - tooth_size) / (tooth_size * 2))) * 2
            dsy = (height - tooth_size) / dsy_n

            x0, y0 = x0 - pad + tooth_size2, y0 - pad + tooth_size2
            x1, y1 = x0 + width, y0 + height

            bottom_saw_x = [x0] + \
                           [x0 + tooth_size2 + dsx * .5 * i
                            for i
                            in range(dsx_n * 2)] + \
                           [x1 - tooth_size2]

            bottom_saw_y = [y0] + \
                           [y0 - tooth_size2, y0,
                            y0 + tooth_size2, y0] * dsx_n + \
                           [y0 - tooth_size2]

            right_saw_x = [x1] + \
                          [x1 + tooth_size2,
                           x1,
                           x1 - tooth_size2,
                           x1] * dsx_n + \
                          [x1 + tooth_size2]

            right_saw_y = [y0] + \
                          [y0 + tooth_size2 + dsy * .5 * i
                           for i
                           in range(dsy_n * 2)] + \
                          [y1 - tooth_size2]

            top_saw_x = [x1] + \
                        [x1 - tooth_size2 - dsx * .5 * i
                         for i
                         in range(dsx_n * 2)] + \
                        [x0 + tooth_size2]

            top_saw_y = [y1] + \
                        [y1 + tooth_size2,
                         y1,
                         y1 - tooth_size2,
                         y1] * dsx_n + \
                        [y1 + tooth_size2]

            left_saw_x = [x0] + \
                         [x0 - tooth_size2,
                          x0,
                          x0 + tooth_size2,
                          x0] * dsy_n + \
                         [x0 - tooth_size2]

            left_saw_y = [y1] + \
                         [y1 - tooth_size2 - dsy * .5 * i
                          for i
                          in range(dsy_n * 2)] + \
                         [y0 + tooth_size2]

            saw_vertices = (list(zip(bottom_saw_x, bottom_saw_y)) +
                            list(zip(right_saw_x, right_saw_y)) +
                            list(zip(top_saw_x, top_saw_y)) +
                            list(zip(left_saw_x, left_saw_y)) +
                            [(bottom_saw_x[0], bottom_saw_y[0])])

            return saw_vertices

        def transmute(self, x0, y0, width, height, mutation_size):

            saw_vertices = self._get_sawtooth_vertices(x0, y0, width,
                                                       height, mutation_size)
            path = Path(saw_vertices, closed=True)
            return path

    _style_list["sawtooth"] = Sawtooth

    class Roundtooth(Sawtooth):
        """A rounded tooth box."""
        def __init__(self, pad=0.3, tooth_size=None):
            """
            *pad*
              amount of padding

            *tooth_size*
              size of the sawtooth. pad* if None
            """
            super(BoxStyle.Roundtooth, self).__init__(pad, tooth_size)

        def transmute(self, x0, y0, width, height, mutation_size):
            saw_vertices = self._get_sawtooth_vertices(x0, y0,
                                                       width, height,
                                                       mutation_size)
            # Add a trailing vertex to allow us to close the polygon correctly
            saw_vertices = np.concatenate([np.array(saw_vertices),
                                           [saw_vertices[0]]], axis=0)
            codes = ([Path.MOVETO] +
                     [Path.CURVE3, Path.CURVE3] * ((len(saw_vertices)-1)//2) +
                     [Path.CLOSEPOLY])
            return Path(saw_vertices, codes)

    _style_list["roundtooth"] = Roundtooth

    if __doc__:  # __doc__ could be None if -OO optimization is enabled
        __doc__ = cbook.dedent(__doc__) % \
               {"AvailableBoxstyles": _pprint_styles(_style_list)}

docstring.interpd.update(
    AvailableBoxstyles=_pprint_styles(BoxStyle._style_list),
    ListBoxstyles=_simpleprint_styles(BoxStyle._style_list))


class FancyBboxPatch(Patch):
    """
    Draw a fancy box around a rectangle with lower left at *xy*=(*x*,
    *y*) with specified width and height.

    :class:`FancyBboxPatch` class is similar to :class:`Rectangle`
    class, but it draws a fancy box around the rectangle. The
    transformation of the rectangle box to the fancy box is delegated
    to the :class:`BoxTransmuterBase` and its derived classes.

    """

    _edge_default = True

    def __str__(self):
        return self.__class__.__name__ \
                           + "(%g,%g;%gx%g)" % (self._x, self._y,
                                                self._width, self._height)

    @docstring.dedent_interpd
    def __init__(self, xy, width, height,
                 boxstyle="round",
                 bbox_transmuter=None,
                 mutation_scale=1.,
                 mutation_aspect=None,
                 **kwargs):
        """
        *xy* = lower left corner

        *width*, *height*

        *boxstyle* determines what kind of fancy box will be drawn. It
        can be a string of the style name with a comma separated
        attribute, or an instance of :class:`BoxStyle`. Following box
        styles are available.

        %(AvailableBoxstyles)s

        *mutation_scale* : a value with which attributes of boxstyle
        (e.g., pad) will be scaled. default=1.

        *mutation_aspect* : The height of the rectangle will be
        squeezed by this value before the mutation and the mutated
        box will be stretched by the inverse of it. default=None.

        Valid kwargs are:
        %(Patch)s
        """

        Patch.__init__(self, **kwargs)

        self._x = xy[0]
        self._y = xy[1]
        self._width = width
        self._height = height

        if boxstyle == "custom":
            if bbox_transmuter is None:
                raise ValueError("bbox_transmuter argument is needed with "
                                 "custom boxstyle")
            self._bbox_transmuter = bbox_transmuter
        else:
            self.set_boxstyle(boxstyle)

        self._mutation_scale = mutation_scale
        self._mutation_aspect = mutation_aspect

        self.stale = True

    @docstring.dedent_interpd
    def set_boxstyle(self, boxstyle=None, **kw):
        """
        Set the box style.

        *boxstyle* can be a string with boxstyle name with optional
        comma-separated attributes. Alternatively, the attrs can
        be provided as keywords::

            set_boxstyle("round,pad=0.2")
            set_boxstyle("round", pad=0.2)

        Old attrs simply are forgotten.

        Without argument (or with *boxstyle* = None), it returns
        available box styles.

        The following boxstyles are available:
        %(AvailableBoxstyles)s

        ACCEPTS: %(ListBoxstyles)s

        """
        if boxstyle is None:
            return BoxStyle.pprint_styles()

        if isinstance(boxstyle, BoxStyle._Base) or callable(boxstyle):
            self._bbox_transmuter = boxstyle
        else:
            self._bbox_transmuter = BoxStyle(boxstyle, **kw)
        self.stale = True

    def set_mutation_scale(self, scale):
        """
        Set the mutation scale.

        ACCEPTS: float
        """
        self._mutation_scale = scale
        self.stale = True

    def get_mutation_scale(self):
        """
        Return the mutation scale.
        """
        return self._mutation_scale

    def set_mutation_aspect(self, aspect):
        """
        Set the aspect ratio of the bbox mutation.

        ACCEPTS: float
        """
        self._mutation_aspect = aspect
        self.stale = True

    def get_mutation_aspect(self):
        """
        Return the aspect ratio of the bbox mutation.
        """
        return self._mutation_aspect

    def get_boxstyle(self):
        "Return the boxstyle object"
        return self._bbox_transmuter

    def get_path(self):
        """
        Return the mutated path of the rectangle
        """

        _path = self.get_boxstyle()(self._x, self._y,
                                    self._width, self._height,
                                    self.get_mutation_scale(),
                                    self.get_mutation_aspect())
        return _path

    # Following methods are borrowed from the Rectangle class.

    def get_x(self):
        "Return the left coord of the rectangle"
        return self._x

    def get_y(self):
        "Return the bottom coord of the rectangle"
        return self._y

    def get_width(self):
        "Return the width of the  rectangle"
        return self._width

    def get_height(self):
        "Return the height of the rectangle"
        return self._height

    def set_x(self, x):
        """
        Set the left coord of the rectangle

        ACCEPTS: float
        """
        self._x = x
        self.stale = True

    def set_y(self, y):
        """
        Set the bottom coord of the rectangle

        ACCEPTS: float
        """
        self._y = y
        self.stale = True

    def set_width(self, w):
        """
        Set the width rectangle

        ACCEPTS: float
        """
        self._width = w
        self.stale = True

    def set_height(self, h):
        """
        Set the width rectangle

        ACCEPTS: float
        """
        self._height = h
        self.stale = True

    def set_bounds(self, *args):
        """
        Set the bounds of the rectangle: l,b,w,h

        ACCEPTS: (left, bottom, width, height)
        """
        if len(args) == 0:
            l, b, w, h = args[0]
        else:
            l, b, w, h = args
        self._x = l
        self._y = b
        self._width = w
        self._height = h
        self.stale = True

    def get_bbox(self):
        return transforms.Bbox.from_bounds(self._x, self._y,
                                           self._width, self._height)


class ConnectionStyle(_Style):
    """
    :class:`ConnectionStyle` is a container class which defines
    several connectionstyle classes, which is used to create a path
    between two points. These are mainly used with
    :class:`FancyArrowPatch`.

    A connectionstyle object can be either created as::

           ConnectionStyle.Arc3(rad=0.2)

    or::

           ConnectionStyle("Arc3", rad=0.2)

    or::

           ConnectionStyle("Arc3, rad=0.2")

    The following classes are defined

    %(AvailableConnectorstyles)s


    An instance of any connection style class is an callable object,
    whose call signature is::

        __call__(self, posA, posB,
                 patchA=None, patchB=None,
                 shrinkA=2., shrinkB=2.)

    and it returns a :class:`Path` instance. *posA* and *posB* are
    tuples of x,y coordinates of the two points to be
    connected. *patchA* (or *patchB*) is given, the returned path is
    clipped so that it start (or end) from the boundary of the
    patch. The path is further shrunk by *shrinkA* (or *shrinkB*)
    which is given in points.

    """

    _style_list = {}

    class _Base(object):
        """
        A base class for connectionstyle classes. The subclass needs
        to implement a *connect* method whose call signature is::

          connect(posA, posB)

        where posA and posB are tuples of x, y coordinates to be
        connected.  The method needs to return a path connecting two
        points. This base class defines a __call__ method, and a few
        helper methods.
        """

        class SimpleEvent:
            def __init__(self, xy):
                self.x, self.y = xy

        def _clip(self, path, patchA, patchB):
            """
            Clip the path to the boundary of the patchA and patchB.
            The starting point of the path needed to be inside of the
            patchA and the end point inside the patch B. The *contains*
            methods of each patch object is utilized to test if the point
            is inside the path.
            """

            if patchA:
                def insideA(xy_display):
                    xy_event = ConnectionStyle._Base.SimpleEvent(xy_display)
                    return patchA.contains(xy_event)[0]

                try:
                    left, right = split_path_inout(path, insideA)
                except ValueError:
                    right = path

                path = right

            if patchB:
                def insideB(xy_display):
                    xy_event = ConnectionStyle._Base.SimpleEvent(xy_display)
                    return patchB.contains(xy_event)[0]

                try:
                    left, right = split_path_inout(path, insideB)
                except ValueError:
                    left = path

                path = left

            return path

        def _shrink(self, path, shrinkA, shrinkB):
            """
            Shrink the path by fixed size (in points) with shrinkA and shrinkB
            """
            if shrinkA:
                x, y = path.vertices[0]
                insideA = inside_circle(x, y, shrinkA)

                try:
                    left, right = split_path_inout(path, insideA)
                    path = right
                except ValueError:
                    pass

            if shrinkB:
                x, y = path.vertices[-1]
                insideB = inside_circle(x, y, shrinkB)

                try:
                    left, right = split_path_inout(path, insideB)
                    path = left
                except ValueError:
                    pass

            return path

        def __call__(self, posA, posB,
                     shrinkA=2., shrinkB=2., patchA=None, patchB=None):
            """
            Calls the *connect* method to create a path between *posA*
             and *posB*. The path is clipped and shrunken.
            """

            path = self.connect(posA, posB)

            clipped_path = self._clip(path, patchA, patchB)
            shrunk_path = self._shrink(clipped_path, shrinkA, shrinkB)

            return shrunk_path

        def __reduce__(self):
            # because we have decided to nest these classes, we need to
            # add some more information to allow instance pickling.
            import matplotlib.cbook as cbook
            return (cbook._NestedClassGetter(),
                    (ConnectionStyle, self.__class__.__name__),
                    self.__dict__
                    )

    class Arc3(_Base):
        """
        Creates a simple quadratic bezier curve between two
        points. The curve is created so that the middle contol points
        (C1) is located at the same distance from the start (C0) and
        end points(C2) and the distance of the C1 to the line
        connecting C0-C2 is *rad* times the distance of C0-C2.
        """

        def __init__(self, rad=0.):
            """
            *rad*
              curvature of the curve.
            """
            self.rad = rad

        def connect(self, posA, posB):
            x1, y1 = posA
            x2, y2 = posB
            x12, y12 = (x1 + x2) / 2., (y1 + y2) / 2.
            dx, dy = x2 - x1, y2 - y1

            f = self.rad

            cx, cy = x12 + f * dy, y12 - f * dx

            vertices = [(x1, y1),
                        (cx, cy),
                        (x2, y2)]
            codes = [Path.MOVETO,
                     Path.CURVE3,
                     Path.CURVE3]

            return Path(vertices, codes)

    _style_list["arc3"] = Arc3

    class Angle3(_Base):
        """
        Creates a simple quadratic bezier curve between two
        points. The middle control points is placed at the
        intersecting point of two lines which crosses the start (or
        end) point and has a angle of angleA (or angleB).
        """

        def __init__(self, angleA=90, angleB=0):
            """
            *angleA*
              starting angle of the path

            *angleB*
              ending angle of the path
            """

            self.angleA = angleA
            self.angleB = angleB

        def connect(self, posA, posB):
            x1, y1 = posA
            x2, y2 = posB

            cosA = math.cos(math.radians(self.angleA))
            sinA = math.sin(math.radians(self.angleA))
            cosB = math.cos(math.radians(self.angleB))
            sinB = math.sin(math.radians(self.angleB))

            cx, cy = get_intersection(x1, y1, cosA, sinA,
                                      x2, y2, cosB, sinB)

            vertices = [(x1, y1), (cx, cy), (x2, y2)]
            codes = [Path.MOVETO, Path.CURVE3, Path.CURVE3]

            return Path(vertices, codes)

    _style_list["angle3"] = Angle3

    class Angle(_Base):
        """
        Creates a picewise continuous quadratic bezier path between
        two points. The path has a one passing-through point placed at
        the intersecting point of two lines which crosses the start
        (or end) point and has a angle of angleA (or angleB).  The
        connecting edges are rounded with *rad*.
        """

        def __init__(self, angleA=90, angleB=0, rad=0.):
            """
            *angleA*
              starting angle of the path

            *angleB*
              ending angle of the path

            *rad*
              rounding radius of the edge
            """

            self.angleA = angleA
            self.angleB = angleB

            self.rad = rad

        def connect(self, posA, posB):
            x1, y1 = posA
            x2, y2 = posB

            cosA = math.cos(math.radians(self.angleA))
            sinA = math.sin(math.radians(self.angleA))
            cosB = math.cos(math.radians(self.angleB))
            sinB = math.sin(math.radians(self.angleB))

            cx, cy = get_intersection(x1, y1, cosA, sinA,
                                      x2, y2, cosB, sinB)

            vertices = [(x1, y1)]
            codes = [Path.MOVETO]

            if self.rad == 0.:
                vertices.append((cx, cy))
                codes.append(Path.LINETO)
            else:
                dx1, dy1 = x1 - cx, y1 - cy
                d1 = (dx1 ** 2 + dy1 ** 2) ** .5
                f1 = self.rad / d1
                dx2, dy2 = x2 - cx, y2 - cy
                d2 = (dx2 ** 2 + dy2 ** 2) ** .5
                f2 = self.rad / d2
                vertices.extend([(cx + dx1 * f1, cy + dy1 * f1),
                                 (cx, cy),
                                 (cx + dx2 * f2, cy + dy2 * f2)])
                codes.extend([Path.LINETO, Path.CURVE3, Path.CURVE3])

            vertices.append((x2, y2))
            codes.append(Path.LINETO)

            return Path(vertices, codes)

    _style_list["angle"] = Angle

    class Arc(_Base):
        """
        Creates a picewise continuous quadratic bezier path between
        two points. The path can have two passing-through points, a
        point placed at the distance of armA and angle of angleA from
        point A, another point with respect to point B. The edges are
        rounded with *rad*.
        """

        def __init__(self, angleA=0, angleB=0, armA=None, armB=None, rad=0.):
            """
            *angleA* :
              starting angle of the path

            *angleB* :
              ending angle of the path

            *armA* :
              length of the starting arm

            *armB* :
              length of the ending arm

            *rad* :
              rounding radius of the edges
            """

            self.angleA = angleA
            self.angleB = angleB
            self.armA = armA
            self.armB = armB

            self.rad = rad

        def connect(self, posA, posB):
            x1, y1 = posA
            x2, y2 = posB

            vertices = [(x1, y1)]
            rounded = []
            codes = [Path.MOVETO]

            if self.armA:
                cosA = math.cos(math.radians(self.angleA))
                sinA = math.sin(math.radians(self.angleA))
                # x_armA, y_armB
                d = self.armA - self.rad
                rounded.append((x1 + d * cosA, y1 + d * sinA))
                d = self.armA
                rounded.append((x1 + d * cosA, y1 + d * sinA))

            if self.armB:
                cosB = math.cos(math.radians(self.angleB))
                sinB = math.sin(math.radians(self.angleB))
                x_armB, y_armB = x2 + self.armB * cosB, y2 + self.armB * sinB

                if rounded:
                    xp, yp = rounded[-1]
                    dx, dy = x_armB - xp, y_armB - yp
                    dd = (dx * dx + dy * dy) ** .5

                    rounded.append((xp + self.rad * dx / dd,
                                    yp + self.rad * dy / dd))
                    vertices.extend(rounded)
                    codes.extend([Path.LINETO,
                                  Path.CURVE3,
                                  Path.CURVE3])
                else:
                    xp, yp = vertices[-1]
                    dx, dy = x_armB - xp, y_armB - yp
                    dd = (dx * dx + dy * dy) ** .5

                d = dd - self.rad
                rounded = [(xp + d * dx / dd, yp + d * dy / dd),
                           (x_armB, y_armB)]

            if rounded:
                xp, yp = rounded[-1]
                dx, dy = x2 - xp, y2 - yp
                dd = (dx * dx + dy * dy) ** .5

                rounded.append((xp + self.rad * dx / dd,
                                yp + self.rad * dy / dd))
                vertices.extend(rounded)
                codes.extend([Path.LINETO,
                              Path.CURVE3,
                              Path.CURVE3])

            vertices.append((x2, y2))
            codes.append(Path.LINETO)

            return Path(vertices, codes)

    _style_list["arc"] = Arc

    class Bar(_Base):
        """
        A line with *angle* between A and B with *armA* and
        *armB*. One of the arms is extended so that they are connected in
        a right angle. The length of armA is determined by (*armA*
        + *fraction* x AB distance). Same for armB.
        """

        def __init__(self, armA=0., armB=0., fraction=0.3, angle=None):
            """
            Parameters
            ----------
            armA : float
                minimum length of armA

            armB : float
                minimum length of armB

            fraction : float
                a fraction of the distance between two points that
                will be added to armA and armB.

            angle : float or None
                angle of the connecting line (if None, parallel
                to A and B)
            """
            self.armA = armA
            self.armB = armB
            self.fraction = fraction
            self.angle = angle

        def connect(self, posA, posB):
            x1, y1 = posA
            x20, y20 = x2, y2 = posB

            theta1 = math.atan2(y2 - y1, x2 - x1)
            dx, dy = x2 - x1, y2 - y1
            dd = (dx * dx + dy * dy) ** .5
            ddx, ddy = dx / dd, dy / dd

            armA, armB = self.armA, self.armB

            if self.angle is not None:
                theta0 = np.deg2rad(self.angle)
                dtheta = theta1 - theta0
                dl = dd * math.sin(dtheta)
                dL = dd * math.cos(dtheta)
                x2, y2 = x1 + dL * math.cos(theta0), y1 + dL * math.sin(theta0)
                armB = armB - dl

                # update
                dx, dy = x2 - x1, y2 - y1
                dd2 = (dx * dx + dy * dy) ** .5
                ddx, ddy = dx / dd2, dy / dd2

            else:
                dl = 0.

            arm = max(armA, armB)
            f = self.fraction * dd + arm

            cx1, cy1 = x1 + f * ddy, y1 - f * ddx
            cx2, cy2 = x2 + f * ddy, y2 - f * ddx

            vertices = [(x1, y1),
                        (cx1, cy1),
                        (cx2, cy2),
                        (x20, y20)]
            codes = [Path.MOVETO,
                     Path.LINETO,
                     Path.LINETO,
                     Path.LINETO]

            return Path(vertices, codes)

    _style_list["bar"] = Bar

    if __doc__:
        __doc__ = cbook.dedent(__doc__) % \
               {"AvailableConnectorstyles": _pprint_styles(_style_list)}


def _point_along_a_line(x0, y0, x1, y1, d):
    """
    find a point along a line connecting (x0, y0) -- (x1, y1) whose
    distance from (x0, y0) is d.
    """
    dx, dy = x0 - x1, y0 - y1
    ff = d / (dx * dx + dy * dy) ** .5
    x2, y2 = x0 - ff * dx, y0 - ff * dy

    return x2, y2


class ArrowStyle(_Style):
    """
    :class:`ArrowStyle` is a container class which defines several
    arrowstyle classes, which is used to create an arrow path along a
    given path. These are mainly used with :class:`FancyArrowPatch`.

    A arrowstyle object can be either created as::

           ArrowStyle.Fancy(head_length=.4, head_width=.4, tail_width=.4)

    or::

           ArrowStyle("Fancy", head_length=.4, head_width=.4, tail_width=.4)

    or::

           ArrowStyle("Fancy, head_length=.4, head_width=.4, tail_width=.4")

    The following classes are defined

    %(AvailableArrowstyles)s


    An instance of any arrow style class is a callable object,
    whose call signature is::

        __call__(self, path, mutation_size, linewidth, aspect_ratio=1.)

    and it returns a tuple of a :class:`Path` instance and a boolean
    value. *path* is a :class:`Path` instance along which the arrow
    will be drawn. *mutation_size* and *aspect_ratio* have the same
    meaning as in :class:`BoxStyle`. *linewidth* is a line width to be
    stroked. This is meant to be used to correct the location of the
    head so that it does not overshoot the destination point, but not all
    classes support it.
    """

    _style_list = {}

    class _Base(object):
        """
        Arrow Transmuter Base class

        ArrowTransmuterBase and its derivatives are used to make a fancy
        arrow around a given path. The __call__ method returns a path
        (which will be used to create a PathPatch instance) and a boolean
        value indicating the path is open therefore is not fillable.  This
        class is not an artist and actual drawing of the fancy arrow is
        done by the FancyArrowPatch class.

        """

        # The derived classes are required to be able to be initialized
        # w/o arguments, i.e., all its argument (except self) must have
        # the default values.

        def __init__(self):
            super(ArrowStyle._Base, self).__init__()

        @staticmethod
        def ensure_quadratic_bezier(path):
            """ Some ArrowStyle class only wokrs with a simple
            quaratic bezier curve (created with Arc3Connetion or
            Angle3Connector). This static method is to check if the
            provided path is a simple quadratic bezier curve and returns
            its control points if true.
            """
            segments = list(path.iter_segments())
            if ((len(segments) != 2) or (segments[0][1] != Path.MOVETO) or
                    (segments[1][1] != Path.CURVE3)):
                msg = "'path' it's not a valid quadratic bezier curve"
                raise ValueError(msg)

            return list(segments[0][0]) + list(segments[1][0])

        def transmute(self, path, mutation_size, linewidth):
            """
            The transmute method is the very core of the ArrowStyle
            class and must be overridden in the subclasses. It receives
            the path object along which the arrow will be drawn, and
            the mutation_size, with which the arrow head etc.
            will be scaled. The linewidth may be used to adjust
            the path so that it does not pass beyond the given
            points. It returns a tuple of a Path instance and a
            boolean. The boolean value indicate whether the path can
            be filled or not. The return value can also be a list of paths
            and list of booleans of a same length.
            """

            raise NotImplementedError('Derived must override')

        def __call__(self, path, mutation_size, linewidth,
                     aspect_ratio=1.):
            """
            The __call__ method is a thin wrapper around the transmute method
            and take care of the aspect ratio.
            """

            path = make_path_regular(path)

            if aspect_ratio is not None:
                # Squeeze the given height by the aspect_ratio

                vertices, codes = path.vertices[:], path.codes[:]
                # Squeeze the height
                vertices[:, 1] = vertices[:, 1] / aspect_ratio
                path_shrunk = Path(vertices, codes)
                # call transmute method with squeezed height.
                path_mutated, fillable = self.transmute(path_shrunk,
                                                        linewidth,
                                                        mutation_size)
                if cbook.iterable(fillable):
                    path_list = []
                    for p in zip(path_mutated):
                        v, c = p.vertices, p.codes
                        # Restore the height
                        v[:, 1] = v[:, 1] * aspect_ratio
                        path_list.append(Path(v, c))
                    return path_list, fillable
                else:
                    return path_mutated, fillable
            else:
                return self.transmute(path, mutation_size, linewidth)

        def __reduce__(self):
            # because we have decided to nest thes classes, we need to
            # add some more information to allow instance pickling.
            import matplotlib.cbook as cbook
            return (cbook._NestedClassGetter(),
                    (ArrowStyle, self.__class__.__name__),
                    self.__dict__
                    )

    class _Curve(_Base):
        """
        A simple arrow which will work with any path instance. The
        returned path is simply concatenation of the original path + at
        most two paths representing the arrow head at the begin point and the
        at the end point. The arrow heads can be either open or closed.
        """

        def __init__(self, beginarrow=None, endarrow=None,
                     fillbegin=False, fillend=False,
                     head_length=.2, head_width=.1):
            """
            The arrows are drawn if *beginarrow* and/or *endarrow* are
            true. *head_length* and *head_width* determines the size
            of the arrow relative to the *mutation scale*.  The
            arrowhead at the begin (or end) is closed if fillbegin (or
            fillend) is True.
            """
            self.beginarrow, self.endarrow = beginarrow, endarrow
            self.head_length, self.head_width = head_length, head_width
            self.fillbegin, self.fillend = fillbegin, fillend
            super(ArrowStyle._Curve, self).__init__()

        def _get_arrow_wedge(self, x0, y0, x1, y1,
                             head_dist, cos_t, sin_t, linewidth
                            ):
            """
            Return the paths for arrow heads. Since arrow lines are
            drawn with capstyle=projected, The arrow goes beyond the
            desired point. This method also returns the amount of the path
            to be shrunken so that it does not overshoot.
            """

            # arrow from x0, y0 to x1, y1
            dx, dy = x0 - x1, y0 - y1

            cp_distance = np.hypot(dx, dy)

            # pad_projected : amount of pad to account the
            # overshooting of the projection of the wedge
            pad_projected = (.5 * linewidth / sin_t)

            # Account for division by zero
            if cp_distance == 0:
                cp_distance = 1

            # apply pad for projected edge
            ddx = pad_projected * dx / cp_distance
            ddy = pad_projected * dy / cp_distance

            # offset for arrow wedge
            dx = dx / cp_distance * head_dist
            dy = dy / cp_distance * head_dist

            dx1, dy1 = cos_t * dx + sin_t * dy, -sin_t * dx + cos_t * dy
            dx2, dy2 = cos_t * dx - sin_t * dy, sin_t * dx + cos_t * dy

            vertices_arrow = [(x1 + ddx + dx1, y1 + ddy + dy1),
                              (x1 + ddx, y1 + ddy),
                              (x1 + ddx + dx2, y1 + ddy + dy2)]
            codes_arrow = [Path.MOVETO,
                           Path.LINETO,
                           Path.LINETO]

            return vertices_arrow, codes_arrow, ddx, ddy

        def transmute(self, path, mutation_size, linewidth):

            head_length = self.head_length * mutation_size
            head_width = self.head_width * mutation_size
            head_dist = math.sqrt(head_length ** 2 + head_width ** 2)
            cos_t, sin_t = head_length / head_dist, head_width / head_dist

            # begin arrow
            x0, y0 = path.vertices[0]
            x1, y1 = path.vertices[1]

            # If there is no room for an arrow and a line, then skip the arrow
            has_begin_arrow = self.beginarrow and not (x0 == x1 and y0 == y1)
            if has_begin_arrow:
                verticesA, codesA, ddxA, ddyA = \
                           self._get_arrow_wedge(x1, y1, x0, y0,
                                                 head_dist, cos_t, sin_t,
                                                 linewidth)
            else:
                verticesA, codesA = [], []
                ddxA, ddyA = 0., 0.

            # end arrow
            x2, y2 = path.vertices[-2]
            x3, y3 = path.vertices[-1]

            # If there is no room for an arrow and a line, then skip the arrow
            has_end_arrow = (self.endarrow and not ((x2 == x3) and (y2 == y3)))
            if has_end_arrow:
                verticesB, codesB, ddxB, ddyB = \
                           self._get_arrow_wedge(x2, y2, x3, y3,
                                                 head_dist, cos_t, sin_t,
                                                 linewidth)
            else:
                verticesB, codesB = [], []
                ddxB, ddyB = 0., 0.

            # this simple code will not work if ddx, ddy is greater than
            # separation bettern vertices.
            _path = [Path(np.concatenate([[(x0 + ddxA, y0 + ddyA)],
                                          path.vertices[1:-1],
                                          [(x3 + ddxB, y3 + ddyB)]]),
                          path.codes)]
            _fillable = [False]

            if has_begin_arrow:
                if self.fillbegin:
                    p = np.concatenate([verticesA, [verticesA[0],
                                                    verticesA[0]], ])
                    c = np.concatenate([codesA, [Path.LINETO, Path.CLOSEPOLY]])
                    _path.append(Path(p, c))
                    _fillable.append(True)
                else:
                    _path.append(Path(verticesA, codesA))
                    _fillable.append(False)

            if has_end_arrow:
                if self.fillend:
                    _fillable.append(True)
                    p = np.concatenate([verticesB, [verticesB[0],
                                                    verticesB[0]], ])
                    c = np.concatenate([codesB, [Path.LINETO, Path.CLOSEPOLY]])
                    _path.append(Path(p, c))
                else:
                    _fillable.append(False)
                    _path.append(Path(verticesB, codesB))

            return _path, _fillable

    class Curve(_Curve):
        """
        A simple curve without any arrow head.
        """

        def __init__(self):
            super(ArrowStyle.Curve, self).__init__(
                beginarrow=False, endarrow=False)

    _style_list["-"] = Curve

    class CurveA(_Curve):
        """
        An arrow with a head at its begin point.
        """

        def __init__(self, head_length=.4, head_width=.2):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.4
                Length of the arrow head

            head_width : float, optional, default : 0.2
                Width of the arrow head
            """

            super(ArrowStyle.CurveA, self).__init__(
                  beginarrow=True, endarrow=False,
                  head_length=head_length, head_width=head_width)

    _style_list["<-"] = CurveA

    class CurveB(_Curve):
        """
        An arrow with a head at its end point.
        """

        def __init__(self, head_length=.4, head_width=.2):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.4
                Length of the arrow head

            head_width : float, optional, default : 0.2
                Width of the arrow head
            """

            super(ArrowStyle.CurveB, self).__init__(
                beginarrow=False, endarrow=True,
                head_length=head_length, head_width=head_width)

    _style_list["->"] = CurveB

    class CurveAB(_Curve):
        """
        An arrow with heads both at the begin and the end point.
        """

        def __init__(self, head_length=.4, head_width=.2):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.4
                Length of the arrow head

            head_width : float, optional, default : 0.2
                Width of the arrow head
            """

            super(ArrowStyle.CurveAB, self).__init__(
                beginarrow=True, endarrow=True,
                head_length=head_length, head_width=head_width)

    _style_list["<->"] = CurveAB

    class CurveFilledA(_Curve):
        """
        An arrow with filled triangle head at the begin.
        """

        def __init__(self, head_length=.4, head_width=.2):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.4
                Length of the arrow head

            head_width : float, optional, default : 0.2
                Width of the arrow head
            """

            super(ArrowStyle.CurveFilledA, self).__init__(
                beginarrow=True, endarrow=False,
                fillbegin=True, fillend=False,
                head_length=head_length, head_width=head_width)

    _style_list["<|-"] = CurveFilledA

    class CurveFilledB(_Curve):
        """
        An arrow with filled triangle head at the end.
        """

        def __init__(self, head_length=.4, head_width=.2):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.4
                Length of the arrow head

            head_width : float, optional, default : 0.2
                Width of the arrow head
            """

            super(ArrowStyle.CurveFilledB, self).__init__(
                beginarrow=False, endarrow=True,
                fillbegin=False, fillend=True,
                head_length=head_length, head_width=head_width)

    _style_list["-|>"] = CurveFilledB

    class CurveFilledAB(_Curve):
        """
        An arrow with filled triangle heads at both ends.
        """

        def __init__(self, head_length=.4, head_width=.2):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.4
                Length of the arrow head

            head_width : float, optional, default : 0.2
                Width of the arrow head
            """

            super(ArrowStyle.CurveFilledAB, self).__init__(
                beginarrow=True, endarrow=True,
                fillbegin=True, fillend=True,
                head_length=head_length, head_width=head_width)

    _style_list["<|-|>"] = CurveFilledAB

    class _Bracket(_Base):

        def __init__(self, bracketA=None, bracketB=None,
                     widthA=1., widthB=1.,
                     lengthA=0.2, lengthB=0.2,
                     angleA=None, angleB=None,
                     scaleA=None, scaleB=None):
            self.bracketA, self.bracketB = bracketA, bracketB
            self.widthA, self.widthB = widthA, widthB
            self.lengthA, self.lengthB = lengthA, lengthB
            self.angleA, self.angleB = angleA, angleB
            self.scaleA, self.scaleB = scaleA, scaleB

        def _get_bracket(self, x0, y0,
                         cos_t, sin_t, width, length):

            # arrow from x0, y0 to x1, y1
            from matplotlib.bezier import get_normal_points
            x1, y1, x2, y2 = get_normal_points(x0, y0, cos_t, sin_t, width)

            dx, dy = length * cos_t, length * sin_t

            vertices_arrow = [(x1 + dx, y1 + dy),
                              (x1, y1),
                              (x2, y2),
                              (x2 + dx, y2 + dy)]
            codes_arrow = [Path.MOVETO,
                           Path.LINETO,
                           Path.LINETO,
                           Path.LINETO]

            return vertices_arrow, codes_arrow

        def transmute(self, path, mutation_size, linewidth):

            if self.scaleA is None:
                scaleA = mutation_size
            else:
                scaleA = self.scaleA

            if self.scaleB is None:
                scaleB = mutation_size
            else:
                scaleB = self.scaleB

            vertices_list, codes_list = [], []

            if self.bracketA:
                x0, y0 = path.vertices[0]
                x1, y1 = path.vertices[1]
                cos_t, sin_t = get_cos_sin(x1, y1, x0, y0)
                verticesA, codesA = self._get_bracket(x0, y0, cos_t, sin_t,
                                                      self.widthA * scaleA,
                                                      self.lengthA * scaleA)
                vertices_list.append(verticesA)
                codes_list.append(codesA)

            vertices_list.append(path.vertices)
            codes_list.append(path.codes)

            if self.bracketB:
                x0, y0 = path.vertices[-1]
                x1, y1 = path.vertices[-2]
                cos_t, sin_t = get_cos_sin(x1, y1, x0, y0)
                verticesB, codesB = self._get_bracket(x0, y0, cos_t, sin_t,
                                                      self.widthB * scaleB,
                                                      self.lengthB * scaleB)
                vertices_list.append(verticesB)
                codes_list.append(codesB)

            vertices = np.concatenate(vertices_list)
            codes = np.concatenate(codes_list)

            p = Path(vertices, codes)

            return p, False

    class BracketAB(_Bracket):
        """
        An arrow with a bracket(]) at both ends.
        """

        def __init__(self,
                     widthA=1., lengthA=0.2, angleA=None,
                     widthB=1., lengthB=0.2, angleB=None):
            """
            Parameters
            ----------
            widthA : float, optional, default : 1.0
                Width of the bracket

            lengthA : float, optional, default : 0.2
                Length of the bracket

            angleA : float, optional, default : None
                Angle between the bracket and the line

            widthB : float, optional, default : 1.0
                Width of the bracket

            lengthB : float, optional, default : 0.2
                Length of the bracket

            angleB : float, optional, default : None
                Angle between the bracket and the line
            """

            super(ArrowStyle.BracketAB, self).__init__(
                        True, True, widthA=widthA, lengthA=lengthA,
                        angleA=angleA, widthB=widthB, lengthB=lengthB,
                        angleB=angleB)

    _style_list["]-["] = BracketAB

    class BracketA(_Bracket):
        """
        An arrow with a bracket(])  at its end.
        """

        def __init__(self, widthA=1., lengthA=0.2, angleA=None):
            """
            Parameters
            ----------
            widthA : float, optional, default : 1.0
                Width of the bracket

            lengthA : float, optional, default : 0.2
                Length of the bracket

            angleA : float, optional, default : None
                Angle between the bracket and the line
            """

            super(ArrowStyle.BracketA, self).__init__(True, None,
                                                      widthA=widthA,
                                                      lengthA=lengthA,
                                                      angleA=angleA)

    _style_list["]-"] = BracketA

    class BracketB(_Bracket):
        """
        An arrow with a bracket([)  at its end.
        """

        def __init__(self, widthB=1., lengthB=0.2, angleB=None):
            """
            Parameters
            ----------
            widthB : float, optional, default : 1.0
                Width of the bracket

            lengthB : float, optional, default : 0.2
                Length of the bracket

            angleB : float, optional, default : None
                Angle between the bracket and the line
            """

            super(ArrowStyle.BracketB, self).__init__(None, True,
                                                      widthB=widthB,
                                                      lengthB=lengthB,
                                                      angleB=angleB)

    _style_list["-["] = BracketB

    class BarAB(_Bracket):
        """
        An arrow with a bar(|) at both ends.
        """

        def __init__(self,
                     widthA=1., angleA=None,
                     widthB=1., angleB=None):
            """
            Parameters
            ----------
            widthA : float, optional, default : 1.0
                Width of the bracket

            angleA : float, optional, default : None
                Angle between the bracket and the line

            widthB : float, optional, default : 1.0
                Width of the bracket

            angleB : float, optional, default : None
                Angle between the bracket and the line
            """

            super(ArrowStyle.BarAB, self).__init__(
                        True, True, widthA=widthA, lengthA=0, angleA=angleA,
                        widthB=widthB, lengthB=0, angleB=angleB)

    _style_list["|-|"] = BarAB

    class Simple(_Base):
        """
        A simple arrow. Only works with a quadratic bezier curve.
        """

        def __init__(self, head_length=.5, head_width=.5, tail_width=.2):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.5
                Length of the arrow head

            head_width : float, optional, default : 0.5
                Width of the arrow head

            tail_width : float, optional, default : 0.2
                Width of the arrow tail
            """

            self.head_length, self.head_width, self.tail_width = \
                head_length, head_width, tail_width
            super(ArrowStyle.Simple, self).__init__()

        def transmute(self, path, mutation_size, linewidth):

            x0, y0, x1, y1, x2, y2 = self.ensure_quadratic_bezier(path)

            # divide the path into a head and a tail
            head_length = self.head_length * mutation_size
            in_f = inside_circle(x2, y2, head_length)
            arrow_path = [(x0, y0), (x1, y1), (x2, y2)]

            from .bezier import NonIntersectingPathException

            try:
                arrow_out, arrow_in = \
                      split_bezier_intersecting_with_closedpath(arrow_path,
                                                                in_f,
                                                                tolerence=0.01)
            except NonIntersectingPathException:
                # if this happens, make a straight line of the head_length
                # long.
                x0, y0 = _point_along_a_line(x2, y2, x1, y1, head_length)
                x1n, y1n = 0.5 * (x0 + x2), 0.5 * (y0 + y2)
                arrow_in = [(x0, y0), (x1n, y1n), (x2, y2)]
                arrow_out = None

            # head
            head_width = self.head_width * mutation_size
            head_left, head_right = make_wedged_bezier2(arrow_in,
                                                        head_width / 2., wm=.5)

            # tail
            if arrow_out is not None:
                tail_width = self.tail_width * mutation_size
                tail_left, tail_right = get_parallels(arrow_out,
                                                      tail_width / 2.)

                patch_path = [(Path.MOVETO, tail_right[0]),
                              (Path.CURVE3, tail_right[1]),
                              (Path.CURVE3, tail_right[2]),
                              (Path.LINETO, head_right[0]),
                              (Path.CURVE3, head_right[1]),
                              (Path.CURVE3, head_right[2]),
                              (Path.CURVE3, head_left[1]),
                              (Path.CURVE3, head_left[0]),
                              (Path.LINETO, tail_left[2]),
                              (Path.CURVE3, tail_left[1]),
                              (Path.CURVE3, tail_left[0]),
                              (Path.LINETO, tail_right[0]),
                              (Path.CLOSEPOLY, tail_right[0]),
                              ]
            else:
                patch_path = [(Path.MOVETO, head_right[0]),
                              (Path.CURVE3, head_right[1]),
                              (Path.CURVE3, head_right[2]),
                              (Path.CURVE3, head_left[1]),
                              (Path.CURVE3, head_left[0]),
                              (Path.CLOSEPOLY, head_left[0]),
                              ]

            path = Path([p for c, p in patch_path], [c for c, p in patch_path])

            return path, True

    _style_list["simple"] = Simple

    class Fancy(_Base):
        """
        A fancy arrow. Only works with a quadratic bezier curve.
        """

        def __init__(self, head_length=.4, head_width=.4, tail_width=.4):
            """
            Parameters
            ----------
            head_length : float, optional, default : 0.4
                Length of the arrow head

            head_width : float, optional, default : 0.4
                Width of the arrow head

            tail_width : float, optional, default : 0.4
                Width of the arrow tail
            """

            self.head_length, self.head_width, self.tail_width = \
                head_length, head_width, tail_width
            super(ArrowStyle.Fancy, self).__init__()

        def transmute(self, path, mutation_size, linewidth):

            x0, y0, x1, y1, x2, y2 = self.ensure_quadratic_bezier(path)

            # divide the path into a head and a tail
            head_length = self.head_length * mutation_size
            arrow_path = [(x0, y0), (x1, y1), (x2, y2)]

            from .bezier import NonIntersectingPathException

            # path for head
            in_f = inside_circle(x2, y2, head_length)
            try:
                path_out, path_in = \
                          split_bezier_intersecting_with_closedpath(
                                arrow_path,
                                in_f,
                                tolerence=0.01)
            except NonIntersectingPathException:
                # if this happens, make a straight line of the head_length
                # long.
                x0, y0 = _point_along_a_line(x2, y2, x1, y1, head_length)
                x1n, y1n = 0.5 * (x0 + x2), 0.5 * (y0 + y2)
                arrow_path = [(x0, y0), (x1n, y1n), (x2, y2)]
                path_head = arrow_path
            else:
                path_head = path_in

            # path for head
            in_f = inside_circle(x2, y2, head_length * .8)
            path_out, path_in = split_bezier_intersecting_with_closedpath(
                                        arrow_path,
                                        in_f,
                                        tolerence=0.01
                                )
            path_tail = path_out

            # head
            head_width = self.head_width * mutation_size
            head_l, head_r = make_wedged_bezier2(path_head,
                                                 head_width / 2.,
                                                 wm=.6)

            # tail
            tail_width = self.tail_width * mutation_size
            tail_left, tail_right = make_wedged_bezier2(path_tail,
                                                        tail_width * .5,
                                                        w1=1., wm=0.6, w2=0.3)

            # path for head
            in_f = inside_circle(x0, y0, tail_width * .3)
            path_in, path_out = split_bezier_intersecting_with_closedpath(
                                    arrow_path,
                                    in_f,
                                    tolerence=0.01
                                )
            tail_start = path_in[-1]

            head_right, head_left = head_r, head_l
            patch_path = [(Path.MOVETO, tail_start),
                          (Path.LINETO, tail_right[0]),
                          (Path.CURVE3, tail_right[1]),
                          (Path.CURVE3, tail_right[2]),
                          (Path.LINETO, head_right[0]),
                          (Path.CURVE3, head_right[1]),
                          (Path.CURVE3, head_right[2]),
                          (Path.CURVE3, head_left[1]),
                          (Path.CURVE3, head_left[0]),
                          (Path.LINETO, tail_left[2]),
                          (Path.CURVE3, tail_left[1]),
                          (Path.CURVE3, tail_left[0]),
                          (Path.LINETO, tail_start),
                          (Path.CLOSEPOLY, tail_start),
                          ]
            path = Path([p for c, p in patch_path], [c for c, p in patch_path])

            return path, True

    _style_list["fancy"] = Fancy

    class Wedge(_Base):
        """
        Wedge(?) shape. Only works with a quadratic bezier curve.  The
        begin point has a width of the tail_width and the end point has a
        width of 0. At the middle, the width is shrink_factor*tail_width.
        """

        def __init__(self, tail_width=.3, shrink_factor=0.5):
            """
            Parameters
            ----------
            tail_width : float, optional, default : 0.3
                Width of the tail

            shrink_factor : float, optional, default : 0.5
                Fraction of the arrow width at the middle point
            """

            self.tail_width = tail_width
            self.shrink_factor = shrink_factor
            super(ArrowStyle.Wedge, self).__init__()

        def transmute(self, path, mutation_size, linewidth):

            x0, y0, x1, y1, x2, y2 = self.ensure_quadratic_bezier(path)

            arrow_path = [(x0, y0), (x1, y1), (x2, y2)]
            b_plus, b_minus = make_wedged_bezier2(
                                    arrow_path,
                                    self.tail_width * mutation_size / 2.,
                                    wm=self.shrink_factor)

            patch_path = [(Path.MOVETO, b_plus[0]),
                          (Path.CURVE3, b_plus[1]),
                          (Path.CURVE3, b_plus[2]),
                          (Path.LINETO, b_minus[2]),
                          (Path.CURVE3, b_minus[1]),
                          (Path.CURVE3, b_minus[0]),
                          (Path.CLOSEPOLY, b_minus[0]),
                          ]
            path = Path([p for c, p in patch_path], [c for c, p in patch_path])

            return path, True

    _style_list["wedge"] = Wedge

    if __doc__:
        __doc__ = cbook.dedent(__doc__) % \
               {"AvailableArrowstyles": _pprint_styles(_style_list)}


docstring.interpd.update(
    AvailableArrowstyles=_pprint_styles(ArrowStyle._style_list),
    AvailableConnectorstyles=_pprint_styles(ConnectionStyle._style_list),
)


class FancyArrowPatch(Patch):
    """
    A fancy arrow patch. It draws an arrow using the :class:`ArrowStyle`.

    The head and tail positions are fixed at the specified start and end points
    of the arrow, but the size and shape (in display coordinates) of the arrow
    does not change when the axis is moved or zoomed.
    """
    _edge_default = True

    def __str__(self):

        if self._posA_posB is not None:
            (x1, y1), (x2, y2) = self._posA_posB
            return self.__class__.__name__ \
                + "(%g,%g->%g,%g)" % (x1, y1, x2, y2)
        else:
            return self.__class__.__name__ \
                + "(%s)" % (str(self._path_original),)

    @docstring.dedent_interpd
    def __init__(self, posA=None, posB=None,
                 path=None,
                 arrowstyle="simple",
                 arrow_transmuter=None,
                 connectionstyle="arc3",
                 connector=None,
                 patchA=None,
                 patchB=None,
                 shrinkA=2,
                 shrinkB=2,
                 mutation_scale=1,
                 mutation_aspect=None,
                 dpi_cor=1,
                 **kwargs):
        """
        If *posA* and *posB* are given, a path connecting two points is
        created according to *connectionstyle*. The path will be
        clipped with *patchA* and *patchB* and further shrunken by
        *shrinkA* and *shrinkB*. An arrow is drawn along this
        resulting path using the *arrowstyle* parameter.

        Alternatively if *path* is provided, an arrow is drawn along this path
        and *patchA*, *patchB*, *shrinkA*, and *shrinkB* are ignored.

        Parameters
        ----------

        posA, posB : None, tuple, optional (default: None)
            (x,y) coordinates of arrow tail and arrow head respectively.

        path : None, Path (default: None)
            :class:`matplotlib.path.Path` instance. If provided, an arrow is
            drawn along this path and *patchA*, *patchB*, *shrinkA*, and
            *shrinkB* are ignored.

        arrowstyle : str or ArrowStyle, optional (default: 'simple')
            Describes how the fancy arrow will be
            drawn. It can be string of the available arrowstyle names,
            with optional comma-separated attributes, or an
            :class:`ArrowStyle` instance. The optional attributes are meant to
            be scaled with the *mutation_scale*. The following arrow styles are
            available:

            %(AvailableArrowstyles)s

        arrow_transmuter :
            Ignored

        connectionstyle : str, ConnectionStyle, or None, optional
        (default: 'arc3')
            Describes how *posA* and *posB* are connected. It can be an
            instance of the :class:`ConnectionStyle` class or a string of the
            connectionstyle name, with optional comma-separated attributes. The
            following connection styles are available:

            %(AvailableConnectorstyles)s

        connector :
            Ignored

        patchA, patchB : None, Patch, optional (default: None)
            Head and tail patch respectively. :class:`matplotlib.patch.Patch`
            instance.

        shrinkA, shrinkB : scalar, optional (default: 2)
            Shrinking factor of the tail and head of the arrow respectively

        mutation_scale : scalar, optional (default: 1)
            Value with which attributes of *arrowstyle* (e.g., *head_length*)
            will be scaled.

        mutation_aspect : None, scalar, optional (default: None)
            The height of the rectangle will be squeezed by this value before
            the mutation and the mutated box will be stretched by the inverse
            of it.

        dpi_cor : scalar, optional (default: 1)
            dpi_cor is currently used for linewidth-related things and shrink
            factor. Mutation scale is affected by this.

        Notes
        -----
        Valid kwargs are:
        %(Patch)s
        """
        Patch.__init__(self, **kwargs)

        if posA is not None and posB is not None and path is None:
            self._posA_posB = [posA, posB]

            if connectionstyle is None:
                connectionstyle = "arc3"
            self.set_connectionstyle(connectionstyle)

        elif posA is None and posB is None and path is not None:
            self._posA_posB = None
            self._connetors = None
        else:
            raise ValueError("either posA and posB, or path need to provided")

        self.patchA = patchA
        self.patchB = patchB
        self.shrinkA = shrinkA
        self.shrinkB = shrinkB

        self._path_original = path

        self.set_arrowstyle(arrowstyle)

        self._mutation_scale = mutation_scale
        self._mutation_aspect = mutation_aspect

        self.set_dpi_cor(dpi_cor)

    def set_dpi_cor(self, dpi_cor):
        """
        dpi_cor is currently used for linewidth-related things and
        shrink factor. Mutation scale is affected by this.

        Parameters
        ----------
        dpi_cor : scalar
        """
        self._dpi_cor = dpi_cor
        self.stale = True

    def get_dpi_cor(self):
        """
        dpi_cor is currently used for linewidth-related things and
        shrink factor. Mutation scale is affected by this.

        Returns
        -------
        dpi_cor : scalar
        """
        return self._dpi_cor

    def set_positions(self, posA, posB):
        """
        Set the begin and end positions of the connecting path.

        Parameters
        ----------
        posA, posB : None, tuple
            (x,y) coordinates of arrow tail and arrow head respectively. If
            `None` use current value.
        """
        if posA is not None:
            self._posA_posB[0] = posA
        if posB is not None:
            self._posA_posB[1] = posB
        self.stale = True

    def set_patchA(self, patchA):
        """
        Set the tail patch.

        Parameters
        ----------
        patchA : Patch
            :class:`matplotlib.patch.Patch` instance.
        """
        self.patchA = patchA
        self.stale = True

    def set_patchB(self, patchB):
        """
        Set the head patch.

        Parameters
        ----------
        patchB : Patch
            :class:`matplotlib.patch.Patch` instance.
        """
        self.patchB = patchB
        self.stale = True

    def set_connectionstyle(self, connectionstyle, **kw):
        """
        Set the connection style. Old attributes are forgotten.

        Parameters
        ----------
        connectionstyle : None, ConnectionStyle instance, or string
            Can be a string with connectionstyle name with
            optional comma-separated attributes, e.g.::

                set_connectionstyle("arc,angleA=0,armA=30,rad=10")

            Alternatively, the attributes can be provided as keywords, e.g.::

                set_connectionstyle("arc", angleA=0,armA=30,rad=10)

            Without any arguments (or with ``connectionstyle=None``), return
            available styles as a list of strings.
        """

        if connectionstyle is None:
            return ConnectionStyle.pprint_styles()

        if (isinstance(connectionstyle, ConnectionStyle._Base) or
                callable(connectionstyle)):
            self._connector = connectionstyle
        else:
            self._connector = ConnectionStyle(connectionstyle, **kw)
        self.stale = True

    def get_connectionstyle(self):
        """
        Return the :class:`ConnectionStyle` instance.
        """
        return self._connector

    def set_arrowstyle(self, arrowstyle=None, **kw):
        """
        Set the arrow style. Old attributes are forgotten. Without arguments
        (or with ``arrowstyle=None``) returns available box styles as a list of
        strings.

        Parameters
        ----------
        arrowstyle : None, ArrowStyle, str, optional (default: None)
            Can be a string with arrowstyle name with optional comma-separated
            attributes, e.g.::

                set_arrowstyle("Fancy,head_length=0.2")

            Alternatively attributes can be provided as keywords, e.g.::

                set_arrowstyle("fancy", head_length=0.2)

        """

        if arrowstyle is None:
            return ArrowStyle.pprint_styles()

        if isinstance(arrowstyle, ArrowStyle._Base):
            self._arrow_transmuter = arrowstyle
        else:
            self._arrow_transmuter = ArrowStyle(arrowstyle, **kw)
        self.stale = True

    def get_arrowstyle(self):
        """
        Return the arrowstyle object.
        """
        return self._arrow_transmuter

    def set_mutation_scale(self, scale):
        """
        Set the mutation scale.

        Parameters
        ----------
        scale : scalar
        """
        self._mutation_scale = scale
        self.stale = True

    def get_mutation_scale(self):
        """
        Return the mutation scale.

        Returns
        -------
        scale : scalar
        """
        return self._mutation_scale

    def set_mutation_aspect(self, aspect):
        """
        Set the aspect ratio of the bbox mutation.

        Parameters
        ----------
        aspect : scalar
        """
        self._mutation_aspect = aspect
        self.stale = True

    def get_mutation_aspect(self):
        """
        Return the aspect ratio of the bbox mutation.
        """
        return self._mutation_aspect

    def get_path(self):
        """
        Return the path of the arrow in the data coordinates. Use
        get_path_in_displaycoord() method to retrieve the arrow path
        in display coordinates.
        """
        _path, fillable = self.get_path_in_displaycoord()

        if cbook.iterable(fillable):
            _path = concatenate_paths(_path)

        return self.get_transform().inverted().transform_path(_path)

    def get_path_in_displaycoord(self):
        """
        Return the mutated path of the arrow in display coordinates.
        """

        dpi_cor = self.get_dpi_cor()

        if self._posA_posB is not None:
            posA = self.get_transform().transform_point(self._posA_posB[0])
            posB = self.get_transform().transform_point(self._posA_posB[1])
            _path = self.get_connectionstyle()(posA, posB,
                                               patchA=self.patchA,
                                               patchB=self.patchB,
                                               shrinkA=self.shrinkA * dpi_cor,
                                               shrinkB=self.shrinkB * dpi_cor
                                               )
        else:
            _path = self.get_transform().transform_path(self._path_original)

        _path, fillable = self.get_arrowstyle()(
            _path,
            self.get_mutation_scale() * dpi_cor,
            self.get_linewidth() * dpi_cor,
            self.get_mutation_aspect())

        # if not fillable:
        #    self._fill = False

        return _path, fillable

    def draw(self, renderer):
        if not self.get_visible():
            return

        renderer.open_group('patch', self.get_gid())
        gc = renderer.new_gc()

        gc.set_foreground(self._edgecolor, isRGBA=True)

        lw = self._linewidth
        if self._edgecolor[3] == 0:
            lw = 0
        gc.set_linewidth(lw)
        gc.set_dashes(self._dashoffset, self._dashes)

        gc.set_antialiased(self._antialiased)
        self._set_gc_clip(gc)
        gc.set_capstyle('round')
        gc.set_snap(self.get_snap())

        rgbFace = self._facecolor
        if rgbFace[3] == 0:
            rgbFace = None  # (some?) renderers expect this as no-fill signal

        gc.set_alpha(self._alpha)

        if self._hatch:
            gc.set_hatch(self._hatch)
            if self._hatch_color is not None:
                try:
                    gc.set_hatch_color(self._hatch_color)
                except AttributeError:
                    # if we end up with a GC that does not have this method
                    warnings.warn("Your backend does not support setting the "
                                  "hatch color.")

        if self.get_sketch_params() is not None:
            gc.set_sketch_params(*self.get_sketch_params())

        # FIXME : dpi_cor is for the dpi-dependecy of the
        # linewidth. There could be room for improvement.
        #
        # dpi_cor = renderer.points_to_pixels(1.)
        self.set_dpi_cor(renderer.points_to_pixels(1.))
        path, fillable = self.get_path_in_displaycoord()

        if not cbook.iterable(fillable):
            path = [path]
            fillable = [fillable]

        affine = transforms.IdentityTransform()

        if self.get_path_effects():
            from matplotlib.patheffects import PathEffectRenderer
            renderer = PathEffectRenderer(self.get_path_effects(), renderer)

        for p, f in zip(path, fillable):
            if f:
                renderer.draw_path(gc, p, affine, rgbFace)
            else:
                renderer.draw_path(gc, p, affine, None)

        gc.restore()
        renderer.close_group('patch')
        self.stale = False


class ConnectionPatch(FancyArrowPatch):
    """
    A :class:`~matplotlib.patches.ConnectionPatch` class is to make
    connecting lines between two points (possibly in different axes).
    """
    def __str__(self):
        return "ConnectionPatch((%g,%g),(%g,%g))" % \
               (self.xy1[0], self.xy1[1], self.xy2[0], self.xy2[1])

    @docstring.dedent_interpd
    def __init__(self, xyA, xyB, coordsA, coordsB=None,
                 axesA=None, axesB=None,
                 arrowstyle="-",
                 arrow_transmuter=None,
                 connectionstyle="arc3",
                 connector=None,
                 patchA=None,
                 patchB=None,
                 shrinkA=0.,
                 shrinkB=0.,
                 mutation_scale=10.,
                 mutation_aspect=None,
                 clip_on=False,
                 dpi_cor=1.,
                 **kwargs):
        """
        Connect point *xyA* in *coordsA* with point *xyB* in *coordsB*


        Valid keys are


        ===============  ======================================================
        Key              Description
        ===============  ======================================================
        arrowstyle       the arrow style
        connectionstyle  the connection style
        relpos           default is (0.5, 0.5)
        patchA           default is bounding box of the text
        patchB           default is None
        shrinkA          default is 2 points
        shrinkB          default is 2 points
        mutation_scale   default is text size (in points)
        mutation_aspect  default is 1.
        ?                any key for :class:`matplotlib.patches.PathPatch`
        ===============  ======================================================


        *coordsA* and *coordsB* are strings that indicate the
        coordinates of *xyA* and *xyB*.

        =================   ===================================================
        Property            Description
        =================   ===================================================
        'figure points'     points from the lower left corner of the figure
        'figure pixels'     pixels from the lower left corner of the figure
        'figure fraction'   0,0 is lower left of figure and 1,1 is upper, right
        'axes points'       points from lower left corner of axes
        'axes pixels'       pixels from lower left corner of axes
        'axes fraction'     0,1 is lower left of axes and 1,1 is upper right
        'data'              use the coordinate system of the object being
                            annotated (default)
        'offset points'     Specify an offset (in points) from the *xy* value

        'polar'             you can specify *theta*, *r* for the annotation,
                            even in cartesian plots.  Note that if you
                            are using a polar axes, you do not need
                            to specify polar for the coordinate
                            system since that is the native "data" coordinate
                            system.
        =================   ===================================================

        """
        if coordsB is None:
            coordsB = coordsA
        # we'll draw ourself after the artist we annotate by default
        self.xy1 = xyA
        self.xy2 = xyB
        self.coords1 = coordsA
        self.coords2 = coordsB

        self.axesA = axesA
        self.axesB = axesB

        FancyArrowPatch.__init__(self,
                                 posA=(0, 0), posB=(1, 1),
                                 arrowstyle=arrowstyle,
                                 arrow_transmuter=arrow_transmuter,
                                 connectionstyle=connectionstyle,
                                 connector=connector,
                                 patchA=patchA,
                                 patchB=patchB,
                                 shrinkA=shrinkA,
                                 shrinkB=shrinkB,
                                 mutation_scale=mutation_scale,
                                 mutation_aspect=mutation_aspect,
                                 clip_on=clip_on,
                                 dpi_cor=dpi_cor,
                                 **kwargs)

        # if True, draw annotation only if self.xy is inside the axes
        self._annotation_clip = None

    def _get_xy(self, x, y, s, axes=None):
        """
        caculate the pixel position of given point
        """

        if axes is None:
            axes = self.axes

        if s == 'data':
            trans = axes.transData
            x = float(self.convert_xunits(x))
            y = float(self.convert_yunits(y))
            return trans.transform_point((x, y))
        elif s == 'offset points':
            # convert the data point
            dx, dy = self.xy

            # prevent recursion
            if self.xycoords == 'offset points':
                return self._get_xy(dx, dy, 'data')

            dx, dy = self._get_xy(dx, dy, self.xycoords)

            # convert the offset
            dpi = self.figure.get_dpi()
            x *= dpi / 72.
            y *= dpi / 72.

            # add the offset to the data point
            x += dx
            y += dy

            return x, y
        elif s == 'polar':
            theta, r = x, y
            x = r * np.cos(theta)
            y = r * np.sin(theta)
            trans = axes.transData
            return trans.transform_point((x, y))
        elif s == 'figure points':
            # points from the lower left corner of the figure
            dpi = self.figure.dpi
            l, b, w, h = self.figure.bbox.bounds
            r = l + w
            t = b + h

            x *= dpi / 72.
            y *= dpi / 72.
            if x < 0:
                x = r + x
            if y < 0:
                y = t + y
            return x, y
        elif s == 'figure pixels':
            # pixels from the lower left corner of the figure
            l, b, w, h = self.figure.bbox.bounds
            r = l + w
            t = b + h
            if x < 0:
                x = r + x
            if y < 0:
                y = t + y
            return x, y
        elif s == 'figure fraction':
            # (0,0) is lower left, (1,1) is upper right of figure
            trans = self.figure.transFigure
            return trans.transform_point((x, y))
        elif s == 'axes points':
            # points from the lower left corner of the axes
            dpi = self.figure.dpi
            l, b, w, h = axes.bbox.bounds
            r = l + w
            t = b + h
            if x < 0:
                x = r + x * dpi / 72.
            else:
                x = l + x * dpi / 72.
            if y < 0:
                y = t + y * dpi / 72.
            else:
                y = b + y * dpi / 72.
            return x, y
        elif s == 'axes pixels':
            #pixels from the lower left corner of the axes

            l, b, w, h = axes.bbox.bounds
            r = l + w
            t = b + h
            if x < 0:
                x = r + x
            else:
                x = l + x
            if y < 0:
                y = t + y
            else:
                y = b + y
            return x, y
        elif s == 'axes fraction':
            #(0,0) is lower left, (1,1) is upper right of axes
            trans = axes.transAxes
            return trans.transform_point((x, y))

    def set_annotation_clip(self, b):
        """
        set *annotation_clip* attribute.

          * True: the annotation will only be drawn when self.xy is inside the
                   axes.
          * False: the annotation will always be drawn regardless of its
                    position.
          * None: the self.xy will be checked only if *xycoords* is "data"
        """
        self._annotation_clip = b
        self.stale = True

    def get_annotation_clip(self):
        """
        Return *annotation_clip* attribute.
        See :meth:`set_annotation_clip` for the meaning of return values.
        """
        return self._annotation_clip

    def get_path_in_displaycoord(self):
        """
        Return the mutated path of the arrow in the display coord
        """

        dpi_cor = self.get_dpi_cor()

        x, y = self.xy1
        posA = self._get_xy(x, y, self.coords1, self.axesA)

        x, y = self.xy2
        posB = self._get_xy(x, y, self.coords2, self.axesB)

        _path = self.get_connectionstyle()(posA, posB,
                                           patchA=self.patchA,
                                           patchB=self.patchB,
                                           shrinkA=self.shrinkA * dpi_cor,
                                           shrinkB=self.shrinkB * dpi_cor
                                           )

        _path, fillable = self.get_arrowstyle()(
                                        _path,
                                        self.get_mutation_scale() * dpi_cor,
                                        self.get_linewidth() * dpi_cor,
                                        self.get_mutation_aspect()
                                        )

        return _path, fillable

    def _check_xy(self, renderer):
        """
        check if the annotation need to
        be drawn.
        """

        b = self.get_annotation_clip()

        if b or (b is None and self.coords1 == "data"):
            x, y = self.xy1
            xy_pixel = self._get_xy(x, y, self.coords1, self.axesA)
            if not self.axes.contains_point(xy_pixel):
                return False

        if b or (b is None and self.coords2 == "data"):
            x, y = self.xy2
            xy_pixel = self._get_xy(x, y, self.coords2, self.axesB)
            if self.axesB is None:
                axes = self.axes
            else:
                axes = self.axesB
            if not axes.contains_point(xy_pixel):
                return False

        return True

    def draw(self, renderer):
        """
        Draw.
        """

        if renderer is not None:
            self._renderer = renderer
        if not self.get_visible():
            return

        if not self._check_xy(renderer):
            return

        FancyArrowPatch.draw(self, renderer)