text.py

"""
Classes for including text in a figure.
"""

import contextlib
import logging
import math
import weakref

import numpy as np

from . import artist, cbook, docstring, rcParams
from .artist import Artist
from .font_manager import FontProperties
from .lines import Line2D
from .patches import FancyArrowPatch, FancyBboxPatch, Rectangle
from .textpath import TextPath  # Unused, but imported by others.
from .transforms import (
    Affine2D, Bbox, BboxBase, BboxTransformTo, IdentityTransform, Transform)


_log = logging.getLogger(__name__)


@contextlib.contextmanager
def _wrap_text(textobj):
    """Temporarily inserts newlines to the text if the wrap option is enabled.
    """
    if textobj.get_wrap():
        old_text = textobj.get_text()
        try:
            textobj.set_text(textobj._get_wrapped_text())
            yield textobj
        finally:
            textobj.set_text(old_text)
    else:
        yield textobj


# Extracted from Text's method to serve as a function
def get_rotation(rotation):
    """
    Return the text angle as float between 0 and 360 degrees.

    *rotation* may be 'horizontal', 'vertical', or a numeric value in degrees.
    """
    try:
        return float(rotation) % 360
    except (ValueError, TypeError):
        if cbook._str_equal(rotation, 'horizontal') or rotation is None:
            return 0.
        elif cbook._str_equal(rotation, 'vertical'):
            return 90.
        else:
            raise ValueError("rotation is {!r}; expected either 'horizontal', "
                             "'vertical', numeric value, or None"
                             .format(rotation))


def _get_textbox(text, renderer):
    """
    Calculate the bounding box of the text. Unlike
    :meth:`matplotlib.text.Text.get_extents` method, The bbox size of
    the text before the rotation is calculated.
    """
    # TODO : This function may move into the Text class as a method. As a
    # matter of fact, The information from the _get_textbox function
    # should be available during the Text._get_layout() call, which is
    # called within the _get_textbox. So, it would better to move this
    # function as a method with some refactoring of _get_layout method.

    projected_xs = []
    projected_ys = []

    theta = np.deg2rad(text.get_rotation())
    tr = Affine2D().rotate(-theta)

    _, parts, d = text._get_layout(renderer)

    for t, wh, x, y in parts:
        w, h = wh

        xt1, yt1 = tr.transform((x, y))
        yt1 -= d
        xt2, yt2 = xt1 + w, yt1 + h

        projected_xs.extend([xt1, xt2])
        projected_ys.extend([yt1, yt2])

    xt_box, yt_box = min(projected_xs), min(projected_ys)
    w_box, h_box = max(projected_xs) - xt_box, max(projected_ys) - yt_box

    x_box, y_box = Affine2D().rotate(theta).transform((xt_box, yt_box))

    return x_box, y_box, w_box, h_box


@cbook._define_aliases({
    "color": ["c"],
    "fontfamily": ["family"],
    "fontproperties": ["font_properties"],
    "horizontalalignment": ["ha"],
    "multialignment": ["ma"],
    "fontname": ["name"],
    "fontsize": ["size"],
    "fontstretch": ["stretch"],
    "fontstyle": ["style"],
    "fontvariant": ["variant"],
    "verticalalignment": ["va"],
    "fontweight": ["weight"],
})
class Text(Artist):
    """Handle storing and drawing of text in window or data coordinates."""

    zorder = 3
    _cached = cbook.maxdict(50)

    def __repr__(self):
        return "Text(%s, %s, %s)" % (self._x, self._y, repr(self._text))

    def __init__(self,
                 x=0, y=0, text='',
                 color=None,           # defaults to rc params
                 verticalalignment='baseline',
                 horizontalalignment='left',
                 multialignment=None,
                 fontproperties=None,  # defaults to FontProperties()
                 rotation=None,
                 linespacing=None,
                 rotation_mode=None,
                 usetex=None,          # defaults to rcParams['text.usetex']
                 wrap=False,
                 **kwargs
                 ):
        """
        Create a `.Text` instance at *x*, *y* with string *text*.

        Valid keyword arguments are:

        %(Text)s
        """
        Artist.__init__(self)
        self._x, self._y = x, y

        if color is None:
            color = rcParams['text.color']
        if fontproperties is None:
            fontproperties = FontProperties()
        elif isinstance(fontproperties, str):
            fontproperties = FontProperties(fontproperties)

        self._text = ''
        self.set_text(text)
        self.set_color(color)
        self.set_usetex(usetex)
        self.set_wrap(wrap)
        self.set_verticalalignment(verticalalignment)
        self.set_horizontalalignment(horizontalalignment)
        self._multialignment = multialignment
        self._rotation = rotation
        self._fontproperties = fontproperties
        self._bbox_patch = None  # a FancyBboxPatch instance
        self._renderer = None
        if linespacing is None:
            linespacing = 1.2   # Maybe use rcParam later.
        self._linespacing = linespacing
        self.set_rotation_mode(rotation_mode)
        self.update(kwargs)

    def update(self, kwargs):
        """
        Update properties from a dictionary.
        """
        # Update bbox last, as it depends on font properties.
        sentinel = object()  # bbox can be None, so use another sentinel.
        bbox = kwargs.pop("bbox", sentinel)
        super().update(kwargs)
        if bbox is not sentinel:
            self.set_bbox(bbox)

    def __getstate__(self):
        d = super().__getstate__()
        # remove the cached _renderer (if it exists)
        d['_renderer'] = None
        return d

    def contains(self, mouseevent):
        """Test whether the mouse event occurred in the patch.

        In the case of text, a hit is true anywhere in the
        axis-aligned bounding-box containing the text.

        Returns
        -------
        bool : bool
        """
        inside, info = self._default_contains(mouseevent)
        if inside is not None:
            return inside, info

        if not self.get_visible() or self._renderer is None:
            return False, {}

        # Explicitly use Text.get_window_extent(self) and not
        # self.get_window_extent() so that Annotation.contains does not
        # accidentally cover the entire annotation bounding box.
        l, b, w, h = Text.get_window_extent(self).bounds
        r, t = l + w, b + h

        x, y = mouseevent.x, mouseevent.y
        inside = (l <= x <= r and b <= y <= t)
        cattr = {}

        # if the text has a surrounding patch, also check containment for it,
        # and merge the results with the results for the text.
        if self._bbox_patch:
            patch_inside, patch_cattr = self._bbox_patch.contains(mouseevent)
            inside = inside or patch_inside
            cattr["bbox_patch"] = patch_cattr

        return inside, cattr

    def _get_xy_display(self):
        """
        Get the (possibly unit converted) transformed x, y in display coords.
        """
        x, y = self.get_unitless_position()
        return self.get_transform().transform((x, y))

    def _get_multialignment(self):
        if self._multialignment is not None:
            return self._multialignment
        else:
            return self._horizontalalignment

    def get_rotation(self):
        """Return the text angle as float in degrees."""
        return get_rotation(self._rotation)  # string_or_number -> number

    def set_rotation_mode(self, m):
        """
        Set text rotation mode.

        Parameters
        ----------
        m : {None, 'default', 'anchor'}
            If ``None`` or ``"default"``, the text will be first rotated, then
            aligned according to their horizontal and vertical alignments.  If
            ``"anchor"``, then alignment occurs before rotation.
        """
        cbook._check_in_list(["anchor", "default", None], rotation_mode=m)
        self._rotation_mode = m
        self.stale = True

    def get_rotation_mode(self):
        """Get the text rotation mode."""
        return self._rotation_mode

    def update_from(self, other):
        """Copy properties from other to self."""
        Artist.update_from(self, other)
        self._color = other._color
        self._multialignment = other._multialignment
        self._verticalalignment = other._verticalalignment
        self._horizontalalignment = other._horizontalalignment
        self._fontproperties = other._fontproperties.copy()
        self._rotation = other._rotation
        self._picker = other._picker
        self._linespacing = other._linespacing
        self.stale = True

    def _get_layout(self, renderer):
        """
        return the extent (bbox) of the text together with
        multiple-alignment information. Note that it returns an extent
        of a rotated text when necessary.
        """
        key = self.get_prop_tup(renderer=renderer)
        if key in self._cached:
            return self._cached[key]

        thisx, thisy = 0.0, 0.0
        lines = self.get_text().split("\n")  # Ensures lines is not empty.

        ws = []
        hs = []
        xs = []
        ys = []

        # Full vertical extent of font, including ascenders and descenders:
        _, lp_h, lp_d = renderer.get_text_width_height_descent(
            "lp", self._fontproperties,
            ismath="TeX" if self.get_usetex() else False)
        min_dy = (lp_h - lp_d) * self._linespacing

        for i, line in enumerate(lines):
            clean_line, ismath = self._preprocess_math(line)
            if clean_line:
                w, h, d = renderer.get_text_width_height_descent(
                    clean_line, self._fontproperties, ismath=ismath)
            else:
                w = h = d = 0

            # For multiline text, increase the line spacing when the text
            # net-height (excluding baseline) is larger than that of a "l"
            # (e.g., use of superscripts), which seems what TeX does.
            h = max(h, lp_h)
            d = max(d, lp_d)

            ws.append(w)
            hs.append(h)

            # Metrics of the last line that are needed later:
            baseline = (h - d) - thisy

            if i == 0:
                # position at baseline
                thisy = -(h - d)
            else:
                # put baseline a good distance from bottom of previous line
                thisy -= max(min_dy, (h - d) * self._linespacing)

            xs.append(thisx)  # == 0.
            ys.append(thisy)

            thisy -= d

        # Metrics of the last line that are needed later:
        descent = d

        # Bounding box definition:
        width = max(ws)
        xmin = 0
        xmax = width
        ymax = 0
        ymin = ys[-1] - descent  # baseline of last line minus its descent
        height = ymax - ymin

        # get the rotation matrix
        M = Affine2D().rotate_deg(self.get_rotation())

        # now offset the individual text lines within the box
        malign = self._get_multialignment()
        if malign == 'left':
            offset_layout = [(x, y) for x, y in zip(xs, ys)]
        elif malign == 'center':
            offset_layout = [(x + width / 2 - w / 2, y)
                             for x, y, w in zip(xs, ys, ws)]
        elif malign == 'right':
            offset_layout = [(x + width - w, y)
                             for x, y, w in zip(xs, ys, ws)]

        # the corners of the unrotated bounding box
        corners_horiz = np.array(
            [(xmin, ymin), (xmin, ymax), (xmax, ymax), (xmax, ymin)])

        # now rotate the bbox
        corners_rotated = M.transform(corners_horiz)
        # compute the bounds of the rotated box
        xmin = corners_rotated[:, 0].min()
        xmax = corners_rotated[:, 0].max()
        ymin = corners_rotated[:, 1].min()
        ymax = corners_rotated[:, 1].max()
        width = xmax - xmin
        height = ymax - ymin

        # Now move the box to the target position offset the display
        # bbox by alignment
        halign = self._horizontalalignment
        valign = self._verticalalignment

        rotation_mode = self.get_rotation_mode()
        if rotation_mode != "anchor":
            # compute the text location in display coords and the offsets
            # necessary to align the bbox with that location
            if halign == 'center':
                offsetx = (xmin + xmax) / 2
            elif halign == 'right':
                offsetx = xmax
            else:
                offsetx = xmin

            if valign == 'center':
                offsety = (ymin + ymax) / 2
            elif valign == 'top':
                offsety = ymax
            elif valign == 'baseline':
                offsety = ymin + descent
            elif valign == 'center_baseline':
                offsety = ymin + height - baseline / 2.0
            else:
                offsety = ymin
        else:
            xmin1, ymin1 = corners_horiz[0]
            xmax1, ymax1 = corners_horiz[2]

            if halign == 'center':
                offsetx = (xmin1 + xmax1) / 2.0
            elif halign == 'right':
                offsetx = xmax1
            else:
                offsetx = xmin1

            if valign == 'center':
                offsety = (ymin1 + ymax1) / 2.0
            elif valign == 'top':
                offsety = ymax1
            elif valign == 'baseline':
                offsety = ymax1 - baseline
            elif valign == 'center_baseline':
                offsety = ymax1 - baseline / 2.0
            else:
                offsety = ymin1

            offsetx, offsety = M.transform((offsetx, offsety))

        xmin -= offsetx
        ymin -= offsety

        bbox = Bbox.from_bounds(xmin, ymin, width, height)

        # now rotate the positions around the first (x, y) position
        xys = M.transform(offset_layout) - (offsetx, offsety)

        ret = bbox, list(zip(lines, zip(ws, hs), *xys.T)), descent
        self._cached[key] = ret
        return ret

    def set_bbox(self, rectprops):
        """
        Draw a bounding box around self.

        Parameters
        ----------
        rectprops : dict with properties for `.patches.FancyBboxPatch`
             The default boxstyle is 'square'. The mutation
             scale of the `.patches.FancyBboxPatch` is set to the fontsize.

        Examples
        --------
        ::

            t.set_bbox(dict(facecolor='red', alpha=0.5))
        """

        if rectprops is not None:
            props = rectprops.copy()
            boxstyle = props.pop("boxstyle", None)
            pad = props.pop("pad", None)
            if boxstyle is None:
                boxstyle = "square"
                if pad is None:
                    pad = 4  # points
                pad /= self.get_size()  # to fraction of font size
            else:
                if pad is None:
                    pad = 0.3

            # boxstyle could be a callable or a string
            if isinstance(boxstyle, str) and "pad" not in boxstyle:
                boxstyle += ",pad=%0.2f" % pad

            bbox_transmuter = props.pop("bbox_transmuter", None)

            self._bbox_patch = FancyBboxPatch(
                                    (0., 0.),
                                    1., 1.,
                                    boxstyle=boxstyle,
                                    bbox_transmuter=bbox_transmuter,
                                    transform=IdentityTransform(),
                                    **props)
        else:
            self._bbox_patch = None

        self._update_clip_properties()

    def get_bbox_patch(self):
        """
        Return the bbox Patch, or None if the `.patches.FancyBboxPatch`
        is not made.
        """
        return self._bbox_patch

    def update_bbox_position_size(self, renderer):
        """
        Update the location and the size of the bbox.

        This method should be used when the position and size of the bbox needs
        to be updated before actually drawing the bbox.
        """

        if self._bbox_patch:

            trans = self.get_transform()

            # don't use self.get_unitless_position here, which refers to text
            # position in Text, and dash position in TextWithDash:
            posx = float(self.convert_xunits(self._x))
            posy = float(self.convert_yunits(self._y))

            posx, posy = trans.transform((posx, posy))

            x_box, y_box, w_box, h_box = _get_textbox(self, renderer)
            self._bbox_patch.set_bounds(0., 0., w_box, h_box)
            theta = np.deg2rad(self.get_rotation())
            tr = Affine2D().rotate(theta)
            tr = tr.translate(posx + x_box, posy + y_box)
            self._bbox_patch.set_transform(tr)
            fontsize_in_pixel = renderer.points_to_pixels(self.get_size())
            self._bbox_patch.set_mutation_scale(fontsize_in_pixel)

    def _draw_bbox(self, renderer, posx, posy):
        """
        Update the location and size of the bbox (`.patches.FancyBboxPatch`),
        and draw.
        """

        x_box, y_box, w_box, h_box = _get_textbox(self, renderer)
        self._bbox_patch.set_bounds(0., 0., w_box, h_box)
        theta = np.deg2rad(self.get_rotation())
        tr = Affine2D().rotate(theta)
        tr = tr.translate(posx + x_box, posy + y_box)
        self._bbox_patch.set_transform(tr)
        fontsize_in_pixel = renderer.points_to_pixels(self.get_size())
        self._bbox_patch.set_mutation_scale(fontsize_in_pixel)
        self._bbox_patch.draw(renderer)

    def _update_clip_properties(self):
        clipprops = dict(clip_box=self.clipbox,
                         clip_path=self._clippath,
                         clip_on=self._clipon)
        if self._bbox_patch:
            self._bbox_patch.update(clipprops)

    def set_clip_box(self, clipbox):
        # docstring inherited.
        super().set_clip_box(clipbox)
        self._update_clip_properties()

    def set_clip_path(self, path, transform=None):
        # docstring inherited.
        super().set_clip_path(path, transform)
        self._update_clip_properties()

    def set_clip_on(self, b):
        # docstring inherited.
        super().set_clip_on(b)
        self._update_clip_properties()

    def get_wrap(self):
        """Return the wrapping state for the text."""
        return self._wrap

    def set_wrap(self, wrap):
        """Set the wrapping state for the text.

        Parameters
        ----------
        wrap : bool
        """
        self._wrap = wrap

    def _get_wrap_line_width(self):
        """
        Return the maximum line width for wrapping text based on the current
        orientation.
        """
        x0, y0 = self.get_transform().transform(self.get_position())
        figure_box = self.get_figure().get_window_extent()

        # Calculate available width based on text alignment
        alignment = self.get_horizontalalignment()
        self.set_rotation_mode('anchor')
        rotation = self.get_rotation()

        left = self._get_dist_to_box(rotation, x0, y0, figure_box)
        right = self._get_dist_to_box(
            (180 + rotation) % 360, x0, y0, figure_box)

        if alignment == 'left':
            line_width = left
        elif alignment == 'right':
            line_width = right
        else:
            line_width = 2 * min(left, right)

        return line_width

    def _get_dist_to_box(self, rotation, x0, y0, figure_box):
        """
        Return the distance from the given points to the boundaries of a
        rotated box, in pixels.
        """
        if rotation > 270:
            quad = rotation - 270
            h1 = y0 / math.cos(math.radians(quad))
            h2 = (figure_box.x1 - x0) / math.cos(math.radians(90 - quad))
        elif rotation > 180:
            quad = rotation - 180
            h1 = x0 / math.cos(math.radians(quad))
            h2 = y0 / math.cos(math.radians(90 - quad))
        elif rotation > 90:
            quad = rotation - 90
            h1 = (figure_box.y1 - y0) / math.cos(math.radians(quad))
            h2 = x0 / math.cos(math.radians(90 - quad))
        else:
            h1 = (figure_box.x1 - x0) / math.cos(math.radians(rotation))
            h2 = (figure_box.y1 - y0) / math.cos(math.radians(90 - rotation))

        return min(h1, h2)

    def _get_rendered_text_width(self, text):
        """
        Return the width of a given text string, in pixels.
        """
        w, h, d = self._renderer.get_text_width_height_descent(
            text,
            self.get_fontproperties(),
            False)
        return math.ceil(w)

    def _get_wrapped_text(self):
        """
        Return a copy of the text with new lines added, so that
        the text is wrapped relative to the parent figure.
        """
        # Not fit to handle breaking up latex syntax correctly, so
        # ignore latex for now.
        if self.get_usetex():
            return self.get_text()

        # Build the line incrementally, for a more accurate measure of length
        line_width = self._get_wrap_line_width()
        wrapped_lines = []

        # New lines in the user's text force a split
        unwrapped_lines = self.get_text().split('\n')

        # Now wrap each individual unwrapped line
        for unwrapped_line in unwrapped_lines:

            sub_words = unwrapped_line.split(' ')
            # Remove items from sub_words as we go, so stop when empty
            while len(sub_words) > 0:
                if len(sub_words) == 1:
                    # Only one word, so just add it to the end
                    wrapped_lines.append(sub_words.pop(0))
                    continue

                for i in range(2, len(sub_words) + 1):
                    # Get width of all words up to and including here
                    line = ' '.join(sub_words[:i])
                    current_width = self._get_rendered_text_width(line)

                    # If all these words are too wide, append all not including
                    # last word
                    if current_width > line_width:
                        wrapped_lines.append(' '.join(sub_words[:i - 1]))
                        sub_words = sub_words[i - 1:]
                        break

                    # Otherwise if all words fit in the width, append them all
                    elif i == len(sub_words):
                        wrapped_lines.append(' '.join(sub_words[:i]))
                        sub_words = []
                        break

        return '\n'.join(wrapped_lines)

    @artist.allow_rasterization
    def draw(self, renderer):
        """
        Draws the `.Text` object to the given *renderer*.
        """
        if renderer is not None:
            self._renderer = renderer
        if not self.get_visible():
            return
        if self.get_text() == '':
            return

        renderer.open_group('text', self.get_gid())

        with _wrap_text(self) as textobj:
            bbox, info, descent = textobj._get_layout(renderer)
            trans = textobj.get_transform()

            # don't use textobj.get_position here, which refers to text
            # position in Text, and dash position in TextWithDash:
            posx = float(textobj.convert_xunits(textobj._x))
            posy = float(textobj.convert_yunits(textobj._y))
            posx, posy = trans.transform((posx, posy))
            if not np.isfinite(posx) or not np.isfinite(posy):
                _log.warning("posx and posy should be finite values")
                return
            canvasw, canvash = renderer.get_canvas_width_height()

            # draw the FancyBboxPatch
            if textobj._bbox_patch:
                textobj._draw_bbox(renderer, posx, posy)

            gc = renderer.new_gc()
            gc.set_foreground(textobj.get_color())
            gc.set_alpha(textobj.get_alpha())
            gc.set_url(textobj._url)
            textobj._set_gc_clip(gc)

            angle = textobj.get_rotation()

            for line, wh, x, y in info:

                mtext = textobj if len(info) == 1 else None
                x = x + posx
                y = y + posy
                if renderer.flipy():
                    y = canvash - y
                clean_line, ismath = textobj._preprocess_math(line)

                if textobj.get_path_effects():
                    from matplotlib.patheffects import PathEffectRenderer
                    textrenderer = PathEffectRenderer(
                                        textobj.get_path_effects(), renderer)
                else:
                    textrenderer = renderer

                if textobj.get_usetex():
                    textrenderer.draw_tex(gc, x, y, clean_line,
                                          textobj._fontproperties, angle,
                                          mtext=mtext)
                else:
                    textrenderer.draw_text(gc, x, y, clean_line,
                                           textobj._fontproperties, angle,
                                           ismath=ismath, mtext=mtext)

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

    def get_color(self):
        "Return the color of the text"
        return self._color

    def get_fontproperties(self):
        "Return the `.font_manager.FontProperties` object"
        return self._fontproperties

    def get_fontfamily(self):
        """
        Return the list of font families used for font lookup

        See Also
        --------
        .font_manager.FontProperties.get_family
        """
        return self._fontproperties.get_family()

    def get_fontname(self):
        """
        Return the font name as string

        See Also
        --------
        .font_manager.FontProperties.get_name
        """
        return self._fontproperties.get_name()

    def get_fontstyle(self):
        """
        Return the font style as string

        See Also
        --------
        .font_manager.FontProperties.get_style
        """
        return self._fontproperties.get_style()

    def get_fontsize(self):
        """
        Return the font size as integer

        See Also
        --------
        .font_manager.FontProperties.get_size_in_points
        """
        return self._fontproperties.get_size_in_points()

    def get_fontvariant(self):
        """
        Return the font variant as a string

        See Also
        --------
        .font_manager.FontProperties.get_variant
        """
        return self._fontproperties.get_variant()

    def get_fontweight(self):
        """
        Get the font weight as string or number

        See Also
        --------
        .font_manager.FontProperties.get_weight
        """
        return self._fontproperties.get_weight()

    def get_stretch(self):
        """
        Get the font stretch as a string or number

        See Also
        --------
        .font_manager.FontProperties.get_stretch
        """
        return self._fontproperties.get_stretch()

    def get_horizontalalignment(self):
        """
        Return the horizontal alignment as string.  Will be one of
        'left', 'center' or 'right'.
        """
        return self._horizontalalignment

    def get_unitless_position(self):
        "Return the unitless position of the text as a tuple (*x*, *y*)"
        # This will get the position with all unit information stripped away.
        # This is here for convenience since it is done in several locations.
        x = float(self.convert_xunits(self._x))
        y = float(self.convert_yunits(self._y))
        return x, y

    def get_position(self):
        "Return the position of the text as a tuple (*x*, *y*)"
        # This should return the same data (possible unitized) as was
        # specified with 'set_x' and 'set_y'.
        return self._x, self._y

    def get_prop_tup(self, renderer=None):
        """
        Return a hashable tuple of properties.

        Not intended to be human readable, but useful for backends who
        want to cache derived information about text (e.g., layouts) and
        need to know if the text has changed.
        """
        x, y = self.get_unitless_position()
        renderer = renderer or self._renderer
        return (x, y, self.get_text(), self._color,
                self._verticalalignment, self._horizontalalignment,
                hash(self._fontproperties),
                self._rotation, self._rotation_mode,
                self.figure.dpi, weakref.ref(renderer),
                self._linespacing
                )

    def get_text(self):
        "Get the text as string"
        return self._text

    def get_verticalalignment(self):
        """
        Return the vertical alignment as string.  Will be one of
        'top', 'center', 'bottom' or 'baseline'.
        """
        return self._verticalalignment

    def get_window_extent(self, renderer=None, dpi=None):
        """
        Return the `.Bbox` bounding the text, in display units.

        In addition to being used internally, this is useful for specifying
        clickable regions in a png file on a web page.

        Parameters
        ----------
        renderer : Renderer, optional
            A renderer is needed to compute the bounding box.  If the artist
            has already been drawn, the renderer is cached; thus, it is only
            necessary to pass this argument when calling `get_window_extent`
            before the first `draw`.  In practice, it is usually easier to
            trigger a draw first (e.g. by saving the figure).

        dpi : float, optional
            The dpi value for computing the bbox, defaults to
            ``self.figure.dpi`` (*not* the renderer dpi); should be set e.g. if
            to match regions with a figure saved with a custom dpi value.
        """
        #return _unit_box
        if not self.get_visible():
            return Bbox.unit()
        if dpi is not None:
            dpi_orig = self.figure.dpi
            self.figure.dpi = dpi
        if self.get_text() == '':
            tx, ty = self._get_xy_display()
            return Bbox.from_bounds(tx, ty, 0, 0)

        if renderer is not None:
            self._renderer = renderer
        if self._renderer is None:
            self._renderer = self.figure._cachedRenderer
        if self._renderer is None:
            raise RuntimeError('Cannot get window extent w/o renderer')

        bbox, info, descent = self._get_layout(self._renderer)
        x, y = self.get_unitless_position()
        x, y = self.get_transform().transform((x, y))
        bbox = bbox.translated(x, y)
        if dpi is not None:
            self.figure.dpi = dpi_orig
        return bbox

    def set_backgroundcolor(self, color):
        """
        Set the background color of the text by updating the bbox.

        Parameters
        ----------
        color : color

        See Also
        --------
        .set_bbox : To change the position of the bounding box
        """
        if self._bbox_patch is None:
            self.set_bbox(dict(facecolor=color, edgecolor=color))
        else:
            self._bbox_patch.update(dict(facecolor=color))

        self._update_clip_properties()
        self.stale = True

    def set_color(self, color):
        """
        Set the foreground color of the text

        Parameters
        ----------
        color : color
        """
        # Make sure it is hashable, or get_prop_tup will fail.
        try:
            hash(color)
        except TypeError:
            color = tuple(color)
        self._color = color
        self.stale = True

    def set_horizontalalignment(self, align):
        """
        Set the horizontal alignment to one of

        Parameters
        ----------
        align : {'center', 'right', 'left'}
        """
        cbook._check_in_list(['center', 'right', 'left'], align=align)
        self._horizontalalignment = align
        self.stale = True

    def set_multialignment(self, align):
        """
        Set the alignment for multiple lines layout.  The layout of the
        bounding box of all the lines is determined by the horizontalalignment
        and verticalalignment properties, but the multiline text within that
        box can be

        Parameters
        ----------
        align : {'left', 'right', 'center'}
        """
        cbook._check_in_list(['center', 'right', 'left'], align=align)
        self._multialignment = align
        self.stale = True

    def set_linespacing(self, spacing):
        """
        Set the line spacing as a multiple of the font size.
        Default is 1.2.

        Parameters
        ----------
        spacing : float (multiple of font size)
        """
        self._linespacing = spacing
        self.stale = True

    def set_fontfamily(self, fontname):
        """
        Set the font family.  May be either a single string, or a list of
        strings in decreasing priority.  Each string may be either a real font
        name or a generic font class name.  If the latter, the specific font
        names will be looked up in the corresponding rcParams.

        If a `Text` instance is constructed with ``fontfamily=None``, then the
        font is set to :rc:`font.family`, and the
        same is done when `set_fontfamily()` is called on an existing
        `Text` instance.

        Parameters
        ----------
        fontname : {FONTNAME, 'serif', 'sans-serif', 'cursive', 'fantasy', \
'monospace'}

        See Also
        --------
        .font_manager.FontProperties.set_family
        """
        self._fontproperties.set_family(fontname)
        self.stale = True

    def set_fontvariant(self, variant):
        """
        Set the font variant, either 'normal' or 'small-caps'.

        Parameters
        ----------
        variant : {'normal', 'small-caps'}

        See Also
        --------
        .font_manager.FontProperties.set_variant
        """
        self._fontproperties.set_variant(variant)
        self.stale = True

    def set_fontstyle(self, fontstyle):
        """
        Set the font style.

        Parameters
        ----------
        fontstyle : {'normal', 'italic', 'oblique'}

        See Also
        --------
        .font_manager.FontProperties.set_style
        """
        self._fontproperties.set_style(fontstyle)
        self.stale = True

    def set_fontsize(self, fontsize):
        """
        Set the font size.  May be either a size string, relative to
        the default font size, or an absolute font size in points.

        Parameters
        ----------
        fontsize : {size in points, 'xx-small', 'x-small', 'small', 'medium', \
'large', 'x-large', 'xx-large'}

        See Also
        --------
        .font_manager.FontProperties.set_size
        """
        self._fontproperties.set_size(fontsize)
        self.stale = True

    def set_fontweight(self, weight):
        """
        Set the font weight.

        Parameters
        ----------
        weight : {a numeric value in range 0-1000, 'ultralight', 'light', \
'normal', 'regular', 'book', 'medium', 'roman', 'semibold', 'demibold', \
'demi', 'bold', 'heavy', 'extra bold', 'black'}

        See Also
        --------
        .font_manager.FontProperties.set_weight
        """
        self._fontproperties.set_weight(weight)
        self.stale = True

    def set_fontstretch(self, stretch):
        """
        Set the font stretch (horizontal condensation or expansion).

        Parameters
        ----------
        stretch : {a numeric value in range 0-1000, 'ultra-condensed', \
'extra-condensed', 'condensed', 'semi-condensed', 'normal', 'semi-expanded', \
'expanded', 'extra-expanded', 'ultra-expanded'}

        See Also
        --------
        .font_manager.FontProperties.set_stretch
        """
        self._fontproperties.set_stretch(stretch)
        self.stale = True

    def set_position(self, xy):
        """
        Set the (*x*, *y*) position of the text.

        Parameters
        ----------
        xy : (float, float)
        """
        self.set_x(xy[0])
        self.set_y(xy[1])

    def set_x(self, x):
        """
        Set the *x* position of the text.

        Parameters
        ----------
        x : float
        """
        self._x = x
        self.stale = True

    def set_y(self, y):
        """
        Set the *y* position of the text.

        Parameters
        ----------
        y : float
        """
        self._y = y
        self.stale = True

    def set_rotation(self, s):
        """
        Set the rotation of the text.

        Parameters
        ----------
        s : {angle in degrees, 'vertical', 'horizontal'}
        """
        self._rotation = s
        self.stale = True

    def set_verticalalignment(self, align):
        """
        Set the vertical alignment

        Parameters
        ----------
        align : {'center', 'top', 'bottom', 'baseline', 'center_baseline'}
        """
        cbook._check_in_list(
            ['top', 'bottom', 'center', 'baseline', 'center_baseline'],
            align=align)
        self._verticalalignment = align
        self.stale = True

    def set_text(self, s):
        r"""
        Set the text string *s*.

        It may contain newlines (``\n``) or math in LaTeX syntax.

        Parameters
        ----------
        s : object
            Any object gets converted to its `str`, except ``None`` which
            becomes ``''``.
        """
        if s is None:
            s = ''
        if s != self._text:
            self._text = str(s)
            self.stale = True

    @staticmethod
    @cbook.deprecated("3.1")
    def is_math_text(s, usetex=None):
        """
        Returns a cleaned string and a boolean flag.
        The flag indicates if the given string *s* contains any mathtext,
        determined by counting unescaped dollar signs. If no mathtext
        is present, the cleaned string has its dollar signs unescaped.
        If usetex is on, the flag always has the value "TeX".
        """
        # Did we find an even number of non-escaped dollar signs?
        # If so, treat is as math text.
        if usetex is None:
            usetex = rcParams['text.usetex']
        if usetex:
            if s == ' ':
                s = r'\ '
            return s, 'TeX'

        if cbook.is_math_text(s):
            return s, True
        else:
            return s.replace(r'\$', '$'), False

    def _preprocess_math(self, s):
        """
        Return the string *s* after mathtext preprocessing, and the kind of
        mathtext support needed.

        - If *self* is configured to use TeX, return *s* unchanged except that
          a single space gets escaped, and the flag "TeX".
        - Otherwise, if *s* is mathtext (has an even number of unescaped dollar
          signs), return *s* and the flag True.
        - Otherwise, return *s* with dollar signs unescaped, and the flag
          False.
        """
        if self.get_usetex():
            if s == " ":
                s = r"\ "
            return s, "TeX"
        elif cbook.is_math_text(s):
            return s, True
        else:
            return s.replace(r"\$", "$"), False

    def set_fontproperties(self, fp):
        """
        Set the font properties that control the text.

        Parameters
        ----------
        fp : `.font_manager.FontProperties`
        """
        if isinstance(fp, str):
            fp = FontProperties(fp)
        self._fontproperties = fp.copy()
        self.stale = True

    def set_usetex(self, usetex):
        """
        Parameters
        ----------
        usetex : bool or None
            Whether to render using TeX, ``None`` means to use
            :rc:`text.usetex`.
        """
        if usetex is None:
            self._usetex = rcParams['text.usetex']
        else:
            self._usetex = bool(usetex)
        self.stale = True

    def get_usetex(self):
        """Return whether this `Text` object uses TeX for rendering."""
        return self._usetex

    def set_fontname(self, fontname):
        """
        Alias for `set_family`.

        One-way alias only: the getter differs.

        Parameters
        ----------
        fontname : {FONTNAME, 'serif', 'sans-serif', 'cursive', 'fantasy', \
'monospace'}

        See Also
        --------
        .font_manager.FontProperties.set_family

        """
        return self.set_family(fontname)


docstring.interpd.update(Text=artist.kwdoc(Text))
docstring.dedent_interpd(Text.__init__)


@cbook.deprecated("3.1", alternative="Annotation")
class TextWithDash(Text):
    """
    This is basically a :class:`~matplotlib.text.Text` with a dash
    (drawn with a :class:`~matplotlib.lines.Line2D`) before/after
    it. It is intended to be a drop-in replacement for
    :class:`~matplotlib.text.Text`, and should behave identically to
    it when *dashlength* = 0.0.

    The dash always comes between the point specified by
    :meth:`~matplotlib.text.Text.set_position` and the text. When a
    dash exists, the text alignment arguments (*horizontalalignment*,
    *verticalalignment*) are ignored.

    *dashlength* is the length of the dash in canvas units.
    (default = 0.0).

    *dashdirection* is one of 0 or 1, where 0 draws the dash after the
    text and 1 before.  (default = 0).

    *dashrotation* specifies the rotation of the dash, and should
    generally stay *None*. In this case
    :meth:`~matplotlib.text.TextWithDash.get_dashrotation` returns
    :meth:`~matplotlib.text.Text.get_rotation`.  (i.e., the dash takes
    its rotation from the text's rotation). Because the text center is
    projected onto the dash, major deviations in the rotation cause
    what may be considered visually unappealing results.
    (default = *None*)

    *dashpad* is a padding length to add (or subtract) space
    between the text and the dash, in canvas units.
    (default = 3)

    *dashpush* "pushes" the dash and text away from the point
    specified by :meth:`~matplotlib.text.Text.set_position` by the
    amount in canvas units.  (default = 0)

    .. note::

        The alignment of the two objects is based on the bounding box
        of the :class:`~matplotlib.text.Text`, as obtained by
        :meth:`~matplotlib.artist.Artist.get_window_extent`.  This, in
        turn, appears to depend on the font metrics as given by the
        rendering backend. Hence the quality of the "centering" of the
        label text with respect to the dash varies depending on the
        backend used.

    .. note::

        I'm not sure that I got the
        :meth:`~matplotlib.text.TextWithDash.get_window_extent` right,
        or whether that's sufficient for providing the object bounding
        box.

    """
    __name__ = 'textwithdash'

    def __str__(self):
        return "TextWithDash(%g, %g, %r)" % (self._x, self._y, self._text)

    def __init__(self,
                 x=0, y=0, text='',
                 color=None,          # defaults to rc params
                 verticalalignment='center',
                 horizontalalignment='center',
                 multialignment=None,
                 fontproperties=None,  # defaults to FontProperties()
                 rotation=None,
                 linespacing=None,
                 dashlength=0.0,
                 dashdirection=0,
                 dashrotation=None,
                 dashpad=3,
                 dashpush=0,
                 ):

        Text.__init__(self, x=x, y=y, text=text, color=color,
                      verticalalignment=verticalalignment,
                      horizontalalignment=horizontalalignment,
                      multialignment=multialignment,
                      fontproperties=fontproperties,
                      rotation=rotation,
                      linespacing=linespacing,
                      )

        # The position (x, y) values for text and dashline
        # are bogus as given in the instantiation; they will
        # be set correctly by update_coords() in draw()

        self.dashline = Line2D(xdata=(x, x),
                               ydata=(y, y),
                               color='k',
                               linestyle='-')

        self._dashx = float(x)
        self._dashy = float(y)
        self._dashlength = dashlength
        self._dashdirection = dashdirection
        self._dashrotation = dashrotation
        self._dashpad = dashpad
        self._dashpush = dashpush

        #self.set_bbox(dict(pad=0))

    def get_unitless_position(self):
        "Return the unitless position of the text as a tuple (*x*, *y*)"
        # This will get the position with all unit information stripped away.
        # This is here for convenience since it is done in several locations.
        x = float(self.convert_xunits(self._dashx))
        y = float(self.convert_yunits(self._dashy))
        return x, y

    def get_position(self):
        "Return the position of the text as a tuple (*x*, *y*)"
        # This should return the same data (possibly unitized) as was
        # specified with set_x and set_y
        return self._dashx, self._dashy

    def get_prop_tup(self, renderer=None):
        """
        Return a hashable tuple of properties.

        Not intended to be human readable, but useful for backends who
        want to cache derived information about text (e.g., layouts) and
        need to know if the text has changed.
        """
        return (*Text.get_prop_tup(self, renderer=renderer),
                self._x, self._y, self._dashlength, self._dashdirection,
                self._dashrotation, self._dashpad, self._dashpush)

    def draw(self, renderer):
        """
        Draw the :class:`TextWithDash` object to the given *renderer*.
        """
        self.update_coords(renderer)
        Text.draw(self, renderer)
        if self.get_dashlength() > 0.0:
            self.dashline.draw(renderer)
        self.stale = False

    def update_coords(self, renderer):
        """
        Computes the actual *x*, *y* coordinates for text based on the
        input *x*, *y* and the *dashlength*. Since the rotation is
        with respect to the actual canvas's coordinates we need to map
        back and forth.
        """
        dashx, dashy = self.get_unitless_position()
        dashlength = self.get_dashlength()
        # Shortcircuit this process if we don't have a dash
        if dashlength == 0.0:
            self._x, self._y = dashx, dashy
            return

        dashrotation = self.get_dashrotation()
        dashdirection = self.get_dashdirection()
        dashpad = self.get_dashpad()
        dashpush = self.get_dashpush()

        angle = get_rotation(dashrotation)
        theta = np.pi * (angle / 180.0 + dashdirection - 1)
        cos_theta, sin_theta = np.cos(theta), np.sin(theta)

        transform = self.get_transform()

        # Compute the dash end points
        # The 'c' prefix is for canvas coordinates
        cxy = transform.transform((dashx, dashy))
        cd = np.array([cos_theta, sin_theta])
        c1 = cxy + dashpush * cd
        c2 = cxy + (dashpush + dashlength) * cd

        inverse = transform.inverted()
        (x1, y1), (x2, y2) = inverse.transform([c1, c2])
        self.dashline.set_data((x1, x2), (y1, y2))

        # We now need to extend this vector out to
        # the center of the text area.
        # The basic problem here is that we're "rotating"
        # two separate objects but want it to appear as
        # if they're rotated together.
        # This is made non-trivial because of the
        # interaction between text rotation and alignment -
        # text alignment is based on the bbox after rotation.
        # We reset/force both alignments to 'center'
        # so we can do something relatively reasonable.
        # There's probably a better way to do this by
        # embedding all this in the object's transformations,
        # but I don't grok the transformation stuff
        # well enough yet.
        we = Text.get_window_extent(self, renderer=renderer)
        w, h = we.width, we.height
        # Watch for zeros
        if sin_theta == 0.0:
            dx = w
            dy = 0.0
        elif cos_theta == 0.0:
            dx = 0.0
            dy = h
        else:
            tan_theta = sin_theta / cos_theta
            dx = w
            dy = w * tan_theta
            if dy > h or dy < -h:
                dy = h
                dx = h / tan_theta
        cwd = np.array([dx, dy]) / 2
        cwd *= 1 + dashpad / np.sqrt(np.dot(cwd, cwd))
        cw = c2 + (dashdirection * 2 - 1) * cwd

        self._x, self._y = inverse.transform(cw)

        # Now set the window extent
        # I'm not at all sure this is the right way to do this.
        we = Text.get_window_extent(self, renderer=renderer)
        self._twd_window_extent = we.frozen()
        self._twd_window_extent.update_from_data_xy(np.array([c1]), False)

        # Finally, make text align center
        Text.set_horizontalalignment(self, 'center')
        Text.set_verticalalignment(self, 'center')

    def get_window_extent(self, renderer=None):
        '''
        Return a :class:`~matplotlib.transforms.Bbox` object bounding
        the text, in display units.

        In addition to being used internally, this is useful for
        specifying clickable regions in a png file on a web page.

        *renderer* defaults to the _renderer attribute of the text
        object.  This is not assigned until the first execution of
        :meth:`draw`, so you must use this kwarg if you want
        to call :meth:`get_window_extent` prior to the first
        :meth:`draw`.  For getting web page regions, it is
        simpler to call the method after saving the figure.
        '''
        self.update_coords(renderer)
        if self.get_dashlength() == 0.0:
            return Text.get_window_extent(self, renderer=renderer)
        else:
            return self._twd_window_extent

    def get_dashlength(self):
        """
        Get the length of the dash.
        """
        return self._dashlength

    def set_dashlength(self, dl):
        """
        Set the length of the dash, in canvas units.

        Parameters
        ----------
        dl : float
        """
        self._dashlength = dl
        self.stale = True

    def get_dashdirection(self):
        """
        Get the direction dash.  1 is before the text and 0 is after.
        """
        return self._dashdirection

    def set_dashdirection(self, dd):
        """
        Set the direction of the dash following the text.  1 is before the text
        and 0 is after. The default is 0, which is what you'd want for the
        typical case of ticks below and on the left of the figure.

        Parameters
        ----------
        dd : int (1 is before, 0 is after)
        """
        self._dashdirection = dd
        self.stale = True

    def get_dashrotation(self):
        """
        Get the rotation of the dash in degrees.
        """
        if self._dashrotation is None:
            return self.get_rotation()
        else:
            return self._dashrotation

    def set_dashrotation(self, dr):
        """
        Set the rotation of the dash, in degrees.

        Parameters
        ----------
        dr : float
        """
        self._dashrotation = dr
        self.stale = True

    def get_dashpad(self):
        """
        Get the extra spacing between the dash and the text, in canvas units.
        """
        return self._dashpad

    def set_dashpad(self, dp):
        """
        Set the "pad" of the TextWithDash, which is the extra spacing
        between the dash and the text, in canvas units.

        Parameters
        ----------
        dp : float
        """
        self._dashpad = dp
        self.stale = True

    def get_dashpush(self):
        """
        Get the extra spacing between the dash and the specified text
        position, in canvas units.
        """
        return self._dashpush

    def set_dashpush(self, dp):
        """
        Set the "push" of the TextWithDash, which is the extra spacing between
        the beginning of the dash and the specified position.

        Parameters
        ----------
        dp : float
        """
        self._dashpush = dp
        self.stale = True

    def set_position(self, xy):
        """
        Set the (*x*, *y*) position of the :class:`TextWithDash`.

        Parameters
        ----------
        xy : (float, float)
        """
        self.set_x(xy[0])
        self.set_y(xy[1])

    def set_x(self, x):
        """
        Set the *x* position of the :class:`TextWithDash`.

        Parameters
        ----------
        x : float
        """
        self._dashx = float(x)
        self.stale = True

    def set_y(self, y):
        """
        Set the *y* position of the :class:`TextWithDash`.

        Parameters
        ----------
        y : float
        """
        self._dashy = float(y)
        self.stale = True

    def set_transform(self, t):
        """
        Set the :class:`matplotlib.transforms.Transform` instance used
        by this artist.

        Parameters
        ----------
        t : `~matplotlib.transforms.Transform`
        """
        Text.set_transform(self, t)
        self.dashline.set_transform(t)
        self.stale = True

    def get_figure(self):
        """Return the figure instance the artist belongs to."""
        return self.figure

    def set_figure(self, fig):
        """
        Set the figure instance the artist belongs to.

        Parameters
        ----------
        fig : `~matplotlib.figure.Figure`
        """
        Text.set_figure(self, fig)
        self.dashline.set_figure(fig)

docstring.interpd.update(TextWithDash=artist.kwdoc(TextWithDash))


class OffsetFrom:
    'Callable helper class for working with `Annotation`'
    def __init__(self, artist, ref_coord, unit="points"):
        '''
        Parameters
        ----------
        artist : `.Artist`, `.BboxBase`, or `.Transform`
            The object to compute the offset from.

        ref_coord : length 2 sequence
            If *artist* is an `.Artist` or `.BboxBase`, this values is
            the location to of the offset origin in fractions of the
            *artist* bounding box.

            If *artist* is a transform, the offset origin is the
            transform applied to this value.

        unit : {'points, 'pixels'}
            The screen units to use (pixels or points) for the offset
            input.

        '''
        self._artist = artist
        self._ref_coord = ref_coord
        self.set_unit(unit)

    def set_unit(self, unit):
        '''
        The unit for input to the transform used by ``__call__``

        Parameters
        ----------
        unit : {'points', 'pixels'}
        '''
        cbook._check_in_list(["points", "pixels"], unit=unit)
        self._unit = unit

    def get_unit(self):
        'The unit for input to the transform used by ``__call__``'
        return self._unit

    def _get_scale(self, renderer):
        unit = self.get_unit()
        if unit == "pixels":
            return 1.
        else:
            return renderer.points_to_pixels(1.)

    def __call__(self, renderer):
        '''
        Return the offset transform.

        Parameters
        ----------
        renderer : `RendererBase`
            The renderer to use to compute the offset

        Returns
        -------
        transform : `Transform`
            Maps (x, y) in pixel or point units to screen units
            relative to the given artist.
        '''
        if isinstance(self._artist, Artist):
            bbox = self._artist.get_window_extent(renderer)
            l, b, w, h = bbox.bounds
            xf, yf = self._ref_coord
            x, y = l + w * xf, b + h * yf
        elif isinstance(self._artist, BboxBase):
            l, b, w, h = self._artist.bounds
            xf, yf = self._ref_coord
            x, y = l + w * xf, b + h * yf
        elif isinstance(self._artist, Transform):
            x, y = self._artist.transform(self._ref_coord)
        else:
            raise RuntimeError("unknown type")

        sc = self._get_scale(renderer)
        tr = Affine2D().scale(sc).translate(x, y)

        return tr


class _AnnotationBase:
    def __init__(self,
                 xy,
                 xycoords='data',
                 annotation_clip=None):

        self.xy = xy
        self.xycoords = xycoords
        self.set_annotation_clip(annotation_clip)

        self._draggable = None

    def _get_xy(self, renderer, x, y, s):
        if isinstance(s, tuple):
            s1, s2 = s
        else:
            s1, s2 = s, s
        if s1 == 'data':
            x = float(self.convert_xunits(x))
        if s2 == 'data':
            y = float(self.convert_yunits(y))
        return self._get_xy_transform(renderer, s).transform((x, y))

    def _get_xy_transform(self, renderer, s):

        if isinstance(s, tuple):
            s1, s2 = s
            from matplotlib.transforms import blended_transform_factory
            tr1 = self._get_xy_transform(renderer, s1)
            tr2 = self._get_xy_transform(renderer, s2)
            tr = blended_transform_factory(tr1, tr2)
            return tr
        elif callable(s):
            tr = s(renderer)
            if isinstance(tr, BboxBase):
                return BboxTransformTo(tr)
            elif isinstance(tr, Transform):
                return tr
            else:
                raise RuntimeError("unknown return type ...")
        elif isinstance(s, Artist):
            bbox = s.get_window_extent(renderer)
            return BboxTransformTo(bbox)
        elif isinstance(s, BboxBase):
            return BboxTransformTo(s)
        elif isinstance(s, Transform):
            return s
        elif not isinstance(s, str):
            raise RuntimeError("unknown coordinate type : %s" % s)

        if s == 'data':
            return self.axes.transData
        elif s == 'polar':
            from matplotlib.projections import PolarAxes
            tr = PolarAxes.PolarTransform()
            trans = tr + self.axes.transData
            return trans

        s_ = s.split()
        if len(s_) != 2:
            raise ValueError("%s is not a recognized coordinate" % s)

        bbox0, xy0 = None, None

        bbox_name, unit = s_
        # if unit is offset-like
        if bbox_name == "figure":
            bbox0 = self.figure.bbox
        elif bbox_name == "axes":
            bbox0 = self.axes.bbox
        # elif bbox_name == "bbox":
        #     if bbox is None:
        #         raise RuntimeError("bbox is specified as a coordinate but "
        #                            "never set")
        #     bbox0 = self._get_bbox(renderer, bbox)

        if bbox0 is not None:
            xy0 = bbox0.bounds[:2]
        elif bbox_name == "offset":
            xy0 = self._get_ref_xy(renderer)

        if xy0 is not None:
            # reference x, y in display coordinate
            ref_x, ref_y = xy0
            from matplotlib.transforms import Affine2D
            if unit == "points":
                # dots per points
                dpp = self.figure.get_dpi() / 72.
                tr = Affine2D().scale(dpp)
            elif unit == "pixels":
                tr = Affine2D()
            elif unit == "fontsize":
                fontsize = self.get_size()
                dpp = fontsize * self.figure.get_dpi() / 72.
                tr = Affine2D().scale(dpp)
            elif unit == "fraction":
                w, h = bbox0.bounds[2:]
                tr = Affine2D().scale(w, h)
            else:
                raise ValueError("%s is not a recognized coordinate" % s)

            return tr.translate(ref_x, ref_y)

        else:
            raise ValueError("%s is not a recognized coordinate" % s)

    def _get_ref_xy(self, renderer):
        """
        return x, y (in display coordinate) that is to be used for a reference
        of any offset coordinate
        """
        def is_offset(s):
            return isinstance(s, str) and s.split()[0] == "offset"

        if isinstance(self.xycoords, tuple):
            if any(map(is_offset, self.xycoords)):
                raise ValueError("xycoords should not be an offset coordinate")
        elif is_offset(self.xycoords):
            raise ValueError("xycoords should not be an offset coordinate")
        x, y = self.xy
        return self._get_xy(renderer, x, y, self.xycoords)

    # def _get_bbox(self, renderer):
    #     if hasattr(bbox, "bounds"):
    #         return bbox
    #     elif hasattr(bbox, "get_window_extent"):
    #         bbox = bbox.get_window_extent()
    #         return bbox
    #     else:
    #         raise ValueError("A bbox instance is expected but got %s" %
    #                          str(bbox))

    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

    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_position_xy(self, renderer):
        "Return the pixel position of the annotated point."
        x, y = self.xy
        return self._get_xy(renderer, x, y, self.xycoords)

    def _check_xy(self, renderer, xy_pixel):
        """
        given the xy pixel coordinate, check if the annotation need to
        be drawn.
        """

        b = self.get_annotation_clip()

        if b or (b is None and self.xycoords == "data"):
            # check if self.xy is inside the axes.
            if not self.axes.contains_point(xy_pixel):
                return False

        return True

    def draggable(self, state=None, use_blit=False):
        """
        Set the draggable state -- if state is

          * None : toggle the current state

          * True : turn draggable on

          * False : turn draggable off

        If draggable is on, you can drag the annotation on the canvas with
        the mouse.  The DraggableAnnotation helper instance is returned if
        draggable is on.
        """
        from matplotlib.offsetbox import DraggableAnnotation
        is_draggable = self._draggable is not None

        # if state is None we'll toggle
        if state is None:
            state = not is_draggable

        if state:
            if self._draggable is None:
                self._draggable = DraggableAnnotation(self, use_blit)
        else:
            if self._draggable is not None:
                self._draggable.disconnect()
            self._draggable = None

        return self._draggable


class Annotation(Text, _AnnotationBase):
    """
    An `.Annotation` is a `.Text` that can refer to a specific position *xy*.
    Optionally an arrow pointing from the text to *xy* can be drawn.

    Attributes
    ----------
    xy
        The annotated position.
    xycoords
        The coordinate system for *xy*.
    arrow_patch
        A `.FancyArrowPatch` to point from *xytext* to *xy*.
    """

    def __str__(self):
        return "Annotation(%g, %g, %r)" % (self.xy[0], self.xy[1], self._text)

    @cbook._rename_parameter("3.1", "s", "text")
    def __init__(self, text, xy,
                 xytext=None,
                 xycoords='data',
                 textcoords=None,
                 arrowprops=None,
                 annotation_clip=None,
                 **kwargs):
        """
        Annotate the point *xy* with text *text*.

        In the simplest form, the text is placed at *xy*.

        Optionally, the text can be displayed in another position *xytext*.
        An arrow pointing from the text to the annotated point *xy* can then
        be added by defining *arrowprops*.

        Parameters
        ----------
        text : str
            The text of the annotation.  *s* is a deprecated synonym for this
            parameter.

        xy : (float, float)
            The point *(x, y)* to annotate.

        xytext : (float, float), optional
            The position *(x, y)* to place the text at.
            If *None*, defaults to *xy*.

        xycoords : str, `.Artist`, `.Transform`, callable or tuple, optional

            The coordinate system that *xy* is given in. The following types
            of values are supported:

            - One of the following strings:

              =================   =============================================
              Value               Description
              =================   =============================================
              'figure points'     Points from the lower left of the figure
              'figure pixels'     Pixels from the lower left of the figure
              'figure fraction'   Fraction of figure from lower left
              'axes points'       Points from lower left corner of axes
              'axes pixels'       Pixels from lower left corner of axes
              'axes fraction'     Fraction of axes from lower left
              'data'              Use the coordinate system of the object being
                                  annotated (default)
              'polar'             *(theta, r)* if not native 'data' coordinates
              =================   =============================================

            - An `.Artist`: *xy* is interpreted as a fraction of the artists
              `~matplotlib.transforms.Bbox`. E.g. *(0, 0)* would be the lower
              left corner of the bounding box and *(0.5, 1)* would be the
              center top of the bounding box.

            - A `.Transform` to transform *xy* to screen coordinates.

            - A function with one of the following signatures::

                def transform(renderer) -> Bbox
                def transform(renderer) -> Transform

              where *renderer* is a `.RendererBase` subclass.

              The result of the function is interpreted like the `.Artist` and
              `.Transform` cases above.

            - A tuple *(xcoords, ycoords)* specifying separate coordinate
              systems for *x* and *y*. *xcoords* and *ycoords* must each be
              of one of the above described types.

            See :ref:`plotting-guide-annotation` for more details.

            Defaults to 'data'.

        textcoords : str, `.Artist`, `.Transform`, callable or tuple, optional
            The coordinate system that *xytext* is given in.

            All *xycoords* values are valid as well as the following
            strings:

            =================   =========================================
            Value               Description
            =================   =========================================
            'offset points'     Offset (in points) from the *xy* value
            'offset pixels'     Offset (in pixels) from the *xy* value
            =================   =========================================

            Defaults to the value of *xycoords*, i.e. use the same coordinate
            system for annotation point and text position.

        arrowprops : dict, optional
            The properties used to draw a
            `~matplotlib.patches.FancyArrowPatch` arrow between the
            positions *xy* and *xytext*.

            If *arrowprops* does not contain the key 'arrowstyle' the
            allowed keys are:

            ==========   ======================================================
            Key          Description
            ==========   ======================================================
            width        The width of the arrow in points
            headwidth    The width of the base of the arrow head in points
            headlength   The length of the arrow head in points
            shrink       Fraction of total length to shrink from both ends
            ?            Any key to :class:`matplotlib.patches.FancyArrowPatch`
            ==========   ======================================================

            If *arrowprops* contains the key 'arrowstyle' the
            above keys are forbidden.  The allowed values of
            ``'arrowstyle'`` are:

            ============   =============================================
            Name           Attrs
            ============   =============================================
            ``'-'``        None
            ``'->'``       head_length=0.4,head_width=0.2
            ``'-['``       widthB=1.0,lengthB=0.2,angleB=None
            ``'|-|'``      widthA=1.0,widthB=1.0
            ``'-|>'``      head_length=0.4,head_width=0.2
            ``'<-'``       head_length=0.4,head_width=0.2
            ``'<->'``      head_length=0.4,head_width=0.2
            ``'<|-'``      head_length=0.4,head_width=0.2
            ``'<|-|>'``    head_length=0.4,head_width=0.2
            ``'fancy'``    head_length=0.4,head_width=0.4,tail_width=0.4
            ``'simple'``   head_length=0.5,head_width=0.5,tail_width=0.2
            ``'wedge'``    tail_width=0.3,shrink_factor=0.5
            ============   =============================================

            Valid keys for `~matplotlib.patches.FancyArrowPatch` 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`
            ===============  ==================================================

            Defaults to None, i.e. no arrow is drawn.

        annotation_clip : bool or None, optional
            Whether to draw the annotation when the annotation point *xy* is
            outside the axes area.

            - If *True*, the annotation will only be drawn when *xy* is
              within the axes.
            - If *False*, the annotation will always be drawn.
            - If *None*, the annotation will only be drawn when *xy* is
              within the axes and *xycoords* is 'data'.

            Defaults to *None*.

        **kwargs
            Additional kwargs are passed to `~matplotlib.text.Text`.

        Returns
        -------
        annotation : `.Annotation`

        See Also
        --------
        :ref:`plotting-guide-annotation`.

        """
        _AnnotationBase.__init__(self,
                                 xy,
                                 xycoords=xycoords,
                                 annotation_clip=annotation_clip)
        # warn about wonky input data
        if (xytext is None and
                textcoords is not None and
                textcoords != xycoords):
            cbook._warn_external("You have used the `textcoords` kwarg, but "
                                 "not the `xytext` kwarg.  This can lead to "
                                 "surprising results.")

        # clean up textcoords and assign default
        if textcoords is None:
            textcoords = self.xycoords
        self._textcoords = textcoords

        # cleanup xytext defaults
        if xytext is None:
            xytext = self.xy
        x, y = xytext

        Text.__init__(self, x, y, text, **kwargs)

        self.arrowprops = arrowprops

        if arrowprops is not None:
            if "arrowstyle" in arrowprops:
                arrowprops = self.arrowprops.copy()
                self._arrow_relpos = arrowprops.pop("relpos", (0.5, 0.5))
            else:
                # modified YAArrow API to be used with FancyArrowPatch
                shapekeys = ('width', 'headwidth', 'headlength',
                             'shrink', 'frac')
                arrowprops = dict()
                for key, val in self.arrowprops.items():
                    if key not in shapekeys:
                        arrowprops[key] = val  # basic Patch properties
            self.arrow_patch = FancyArrowPatch((0, 0), (1, 1),
                                               **arrowprops)
        else:
            self.arrow_patch = None

    def contains(self, event):
        inside, info = self._default_contains(event)
        if inside is not None:
            return inside, info
        contains, tinfo = Text.contains(self, event)
        if self.arrow_patch is not None:
            in_patch, _ = self.arrow_patch.contains(event)
            contains = contains or in_patch
        return contains, tinfo

    @property
    def xyann(self):
        """
        The the text position.

        See also *xytext* in `.Annotation`.
        """
        return self.get_position()

    @xyann.setter
    def xyann(self, xytext):
        self.set_position(xytext)

    @property
    def anncoords(self):
        """The coordinate system to use for `.Annotation.xyann`."""
        return self._textcoords

    @anncoords.setter
    def anncoords(self, coords):
        self._textcoords = coords

    get_anncoords = anncoords.fget
    get_anncoords.__doc__ = """
    Return the coordinate system to use for `.Annotation.xyann`.

    See also *xycoords* in `.Annotation`.
    """

    set_anncoords = anncoords.fset
    set_anncoords.__doc__ = """
    Set the coordinate system to use for `.Annotation.xyann`.

    See also *xycoords* in `.Annotation`.
    """

    def set_figure(self, fig):
        if self.arrow_patch is not None:
            self.arrow_patch.set_figure(fig)
        Artist.set_figure(self, fig)

    def update_positions(self, renderer):
        """Update the pixel positions of the annotated point and the text."""
        xy_pixel = self._get_position_xy(renderer)
        self._update_position_xytext(renderer, xy_pixel)

    def _update_position_xytext(self, renderer, xy_pixel):
        """
        Update the pixel positions of the annotation text and the arrow patch.
        """
        # generate transformation,
        self.set_transform(self._get_xy_transform(renderer, self.anncoords))

        ox0, oy0 = self._get_xy_display()
        ox1, oy1 = xy_pixel

        if self.arrowprops is not None:
            x0, y0 = xy_pixel
            l, b, w, h = Text.get_window_extent(self, renderer).bounds
            r = l + w
            t = b + h
            xc = 0.5 * (l + r)
            yc = 0.5 * (b + t)

            d = self.arrowprops.copy()
            ms = d.pop("mutation_scale", self.get_size())
            self.arrow_patch.set_mutation_scale(ms)

            if "arrowstyle" not in d:
                # Approximately simulate the YAArrow.
                # Pop its kwargs:
                shrink = d.pop('shrink', 0.0)
                width = d.pop('width', 4)
                headwidth = d.pop('headwidth', 12)
                # Ignore frac--it is useless.
                frac = d.pop('frac', None)
                if frac is not None:
                    cbook._warn_external(
                        "'frac' option in 'arrowprops' is no longer supported;"
                        " use 'headlength' to set the head length in points.")
                headlength = d.pop('headlength', 12)

                # NB: ms is in pts
                stylekw = dict(head_length=headlength / ms,
                               head_width=headwidth / ms,
                               tail_width=width / ms)

                self.arrow_patch.set_arrowstyle('simple', **stylekw)

                # using YAArrow style:
                # pick the (x, y) corner of the text bbox closest to point
                # annotated
                xpos = ((l, 0), (xc, 0.5), (r, 1))
                ypos = ((b, 0), (yc, 0.5), (t, 1))

                _, (x, relposx) = min((abs(val[0] - x0), val) for val in xpos)
                _, (y, relposy) = min((abs(val[0] - y0), val) for val in ypos)

                self._arrow_relpos = (relposx, relposy)

                r = np.hypot((y - y0), (x - x0))
                shrink_pts = shrink * r / renderer.points_to_pixels(1)
                self.arrow_patch.shrinkA = shrink_pts
                self.arrow_patch.shrinkB = shrink_pts

            # adjust the starting point of the arrow relative to
            # the textbox.
            # TODO : Rotation needs to be accounted.
            relpos = self._arrow_relpos
            bbox = Text.get_window_extent(self, renderer)
            ox0 = bbox.x0 + bbox.width * relpos[0]
            oy0 = bbox.y0 + bbox.height * relpos[1]

            # The arrow will be drawn from (ox0, oy0) to (ox1,
            # oy1). It will be first clipped by patchA and patchB.
            # Then it will be shrunk by shrinkA and shrinkB
            # (in points). If patch A is not set, self.bbox_patch
            # is used.

            self.arrow_patch.set_positions((ox0, oy0), (ox1, oy1))

            if "patchA" in d:
                self.arrow_patch.set_patchA(d.pop("patchA"))
            else:
                if self._bbox_patch:
                    self.arrow_patch.set_patchA(self._bbox_patch)
                else:
                    pad = renderer.points_to_pixels(4)
                    if self.get_text() == "":
                        self.arrow_patch.set_patchA(None)
                        return

                    bbox = Text.get_window_extent(self, 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,
                                  )
                    r.set_transform(IdentityTransform())
                    r.set_clip_on(False)

                    self.arrow_patch.set_patchA(r)

    @artist.allow_rasterization
    def draw(self, renderer):
        """
        Draw the :class:`Annotation` object to the given *renderer*.
        """

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

        xy_pixel = self._get_position_xy(renderer)
        if not self._check_xy(renderer, xy_pixel):
            return

        self._update_position_xytext(renderer, xy_pixel)
        self.update_bbox_position_size(renderer)

        if self.arrow_patch is not None:   # FancyArrowPatch
            if self.arrow_patch.figure is None and self.figure is not None:
                self.arrow_patch.figure = self.figure
            self.arrow_patch.draw(renderer)

        # Draw text, including FancyBboxPatch, after FancyArrowPatch.
        # Otherwise, a wedge arrowstyle can land partly on top of the Bbox.
        Text.draw(self, renderer)

    def get_window_extent(self, renderer=None):
        """
        Return the `.Bbox` bounding the text and arrow, in display units.

        Parameters
        ----------
        renderer : Renderer, optional
            A renderer is needed to compute the bounding box.  If the artist
            has already been drawn, the renderer is cached; thus, it is only
            necessary to pass this argument when calling `get_window_extent`
            before the first `draw`.  In practice, it is usually easier to
            trigger a draw first (e.g. by saving the figure).
        """
        # This block is the same as in Text.get_window_extent, but we need to
        # set the renderer before calling update_positions().
        if not self.get_visible():
            return Bbox.unit()
        if renderer is not None:
            self._renderer = renderer
        if self._renderer is None:
            self._renderer = self.figure._cachedRenderer
        if self._renderer is None:
            raise RuntimeError('Cannot get window extent w/o renderer')

        self.update_positions(self._renderer)

        text_bbox = Text.get_window_extent(self)
        bboxes = [text_bbox]

        if self.arrow_patch is not None:
            bboxes.append(self.arrow_patch.get_window_extent())

        return Bbox.union(bboxes)


docstring.interpd.update(Annotation=Annotation.__init__.__doc__)