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""" 

Classes for including text in a figure. 

""" 

 

import contextlib 

import logging 

import math 

import warnings 

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__) 

 

 

def _process_text_args(override, fontdict=None, **kwargs): 

"""Return an override dict. See `~pyplot.text' docstring for info.""" 

 

if fontdict is not None: 

override.update(fontdict) 

 

override.update(kwargs) 

return override 

 

 

@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_point((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_point((xt_box, yt_box)) 

 

return x_box, y_box, w_box, h_box 

 

 

@cbook._define_aliases({ 

"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 kwargs 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 

""" 

if callable(self._contains): 

return self._contains(self, mouseevent) 

 

if not self.get_visible() or self._renderer is None: 

return False, {} 

 

l, b, w, h = self.get_window_extent().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_point((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. 

""" 

if m is None or m in ["anchor", "default"]: 

self._rotation_mode = m 

else: 

raise ValueError("Unknown rotation_mode : %s" % repr(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] 

 

horizLayout = [] 

 

thisx, thisy = 0.0, 0.0 

xmin, ymin = 0.0, 0.0 

width, height = 0.0, 0.0 

lines = self.get_text().split('\n') 

 

whs = np.zeros((len(lines), 2)) 

horizLayout = np.zeros((len(lines), 4)) 

 

# Find full vertical extent of font, 

# including ascenders and descenders: 

tmp, lp_h, lp_bl = renderer.get_text_width_height_descent('lp', 

self._fontproperties, 

ismath=False) 

offsety = (lp_h - lp_bl) * self._linespacing 

 

baseline = 0 

for i, line in enumerate(lines): 

clean_line, ismath = self.is_math_text(line, self.get_usetex()) 

if clean_line: 

w, h, d = renderer.get_text_width_height_descent(clean_line, 

self._fontproperties, 

ismath=ismath) 

else: 

w, h, d = 0, 0, 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_bl) 

 

whs[i] = w, h 

 

baseline = (h - d) - thisy 

thisy -= max(offsety, (h - d) * self._linespacing) 

horizLayout[i] = thisx, thisy, w, h 

thisy -= d 

width = max(width, w) 

descent = d 

 

ymin = horizLayout[-1][1] 

ymax = horizLayout[0][1] + horizLayout[0][3] 

height = ymax - ymin 

xmax = xmin + width 

 

# get the rotation matrix 

M = Affine2D().rotate_deg(self.get_rotation()) 

 

offsetLayout = np.zeros((len(lines), 2)) 

offsetLayout[:] = horizLayout[:, 0:2] 

# now offset the individual text lines within the box 

if len(lines) > 1: # do the multiline aligment 

malign = self._get_multialignment() 

if malign == 'center': 

offsetLayout[:, 0] += width / 2.0 - horizLayout[:, 2] / 2.0 

elif malign == 'right': 

offsetLayout[:, 0] += width - horizLayout[:, 2] 

 

# the corners of the unrotated bounding box 

cornersHoriz = np.array( 

[(xmin, ymin), (xmin, ymax), (xmax, ymax), (xmax, ymin)], float) 

cornersHoriz[:, 1] -= descent 

 

# now rotate the bbox 

cornersRotated = M.transform(cornersHoriz) 

 

txs = cornersRotated[:, 0] 

tys = cornersRotated[:, 1] 

 

# compute the bounds of the rotated box 

xmin, xmax = txs.min(), txs.max() 

ymin, ymax = tys.min(), tys.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 + width / 2.0) 

elif halign == 'right': 

offsetx = (xmin + width) 

else: 

offsetx = xmin 

 

if valign == 'center': 

offsety = (ymin + height / 2.0) 

elif valign == 'top': 

offsety = (ymin + height) 

elif valign == 'baseline': 

offsety = (ymin + height) - baseline 

elif valign == 'center_baseline': 

offsety = ymin + height - baseline / 2.0 

else: 

offsety = ymin 

else: 

xmin1, ymin1 = cornersHoriz[0] 

xmax1, ymax1 = cornersHoriz[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 = (ymin1 + ymax1 - baseline) / 2.0 

else: 

offsety = ymin1 

 

offsetx, offsety = M.transform_point((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(offsetLayout) 

xys -= (offsetx, offsety) 

 

xs, ys = xys[:, 0], xys[:, 1] 

 

ret = bbox, list(zip(lines, whs, xs, ys)), 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_point((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: 

bbox = self._bbox_patch.update(clipprops) 

 

def set_clip_box(self, clipbox): 

""" 

Set the artist's clip `~.transforms.Bbox`. 

 

Parameters 

---------- 

clipbox : `matplotlib.transforms.Bbox` 

""" 

super().set_clip_box(clipbox) 

self._update_clip_properties() 

 

def set_clip_path(self, path, transform=None): 

""" 

Set the artist's clip path, which may be: 

 

* a `~matplotlib.patches.Patch` (or subclass) instance 

 

* a `~matplotlib.path.Path` instance, in which case 

an optional `~matplotlib.transforms.Transform` 

instance may be provided, which will be applied to the 

path before using it for clipping. 

 

* *None*, to remove the clipping path 

 

For efficiency, if the path happens to be an axis-aligned 

rectangle, this method will set the clipping box to the 

corresponding rectangle and set the clipping path to *None*. 

 

ACCEPTS: { (`.path.Path`, `.transforms.Transform`), 

`.patches.Patch`, None } 

""" 

super().set_clip_path(path, transform) 

self._update_clip_properties() 

 

def set_clip_on(self, b): 

""" 

Set whether artist uses clipping. 

 

When False, artists will be visible outside of the axes, which can lead 

to unexpected results. 

 

Parameters 

---------- 

b : bool 

""" 

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_str = "" 

line = "" 

 

for word in self.get_text().split(' '): 

# New lines in the user's test need to force a split, so that it's 

# not using the longest current line width in the line being built 

sub_words = word.split('\n') 

for i in range(len(sub_words)): 

current_width = self._get_rendered_text_width( 

line + ' ' + sub_words[i]) 

 

# Split long lines, and each newline found in the current word 

if current_width > line_width or i > 0: 

wrapped_str += line + '\n' 

line = "" 

 

if line == "": 

line = sub_words[i] 

else: 

line += ' ' + sub_words[i] 

 

return wrapped_str + line 

 

@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_point((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.is_math_text(line, 

self.get_usetex()) 

 

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_point((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'} 

""" 

legal = ('center', 'right', 'left') 

if align not in legal: 

raise ValueError('Horizontal alignment must be one of %s' % 

str(legal)) 

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 bu the horizontalalignment 

and verticalalignment properties, but the multiline text within that 

box can be 

 

Parameters 

---------- 

align : {'left', 'right', 'center'} 

""" 

legal = ('center', 'right', 'left') 

if align not in legal: 

raise ValueError('Horizontal alignment must be one of %s' % 

str(legal)) 

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. 

 

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'} 

""" 

legal = ('top', 'bottom', 'center', 'baseline', 'center_baseline') 

if align not in legal: 

raise ValueError('Vertical alignment must be one of %s' % 

str(legal)) 

 

self._verticalalignment = align 

self.stale = True 

 

def set_text(self, s): 

""" 

Set the text string *s*. 

 

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

 

Parameters 

---------- 

s : string or object castable to string (but ``None`` becomes ``''``) 

""" 

if s is None: 

s = '' 

if s != self._text: 

self._text = '%s' % (s,) 

self.stale = True 

 

@staticmethod 

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 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. 

 

If the user has not manually set this value, it defaults to 

:rc:`text.usetex`. 

""" 

if self._usetex is None: 

return rcParams['text.usetex'] 

else: 

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__) 

 

 

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. 

""" 

props = [p for p in Text.get_prop_tup(self, renderer=renderer)] 

props.extend([self._x, self._y, self._dashlength, 

self._dashdirection, self._dashrotation, self._dashpad, 

self._dashpush]) 

return tuple(props) 

 

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_point((dashx, dashy)) 

cd = np.array([cos_theta, sin_theta]) 

c1 = cxy + dashpush * cd 

c2 = cxy + (dashpush + dashlength) * cd 

 

inverse = transform.inverted() 

(x1, y1) = inverse.transform_point(tuple(c1)) 

(x2, y2) = inverse.transform_point(tuple(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 

 

newx, newy = inverse.transform_point(tuple(cw)) 

self._x, self._y = newx, newy 

 

# 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(object): 

'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'} 

''' 

if unit not in ["points", "pixels"]: 

raise ValueError("'unit' must be one of [ 'points' | 'pixels' ]") 

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_point(self._ref_coord) 

else: 

raise RuntimeError("unknown type") 

 

sc = self._get_scale(renderer) 

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

 

return tr 

 

 

class _AnnotationBase(object): 

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)) 

 

tr = self._get_xy_transform(renderer, s) 

x1, y1 = tr.transform_point((x, y)) 

return x1, y1 

 

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, dpp) 

elif unit == "pixels": 

tr = Affine2D() 

elif unit == "fontsize": 

fontsize = self.get_size() 

dpp = fontsize * self.figure.get_dpi() / 72. 

tr = Affine2D().scale(dpp, 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): 

s1, s2 = self.xycoords 

if is_offset(s1) or is_offset(s2): 

raise ValueError("xycoords should not be an offset coordinate") 

x, y = self.xy 

x1, y1 = self._get_xy(renderer, x, y, s1) 

x2, y2 = self._get_xy(renderer, x, y, s2) 

return x1, y2 

elif is_offset(self.xycoords): 

raise ValueError("xycoords should not be an offset coordinate") 

else: 

x, y = self.xy 

return self._get_xy(renderer, x, y, self.xycoords) 

#raise RuntimeError("must be defined by the derived class") 

 

# 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) 

 

def __init__(self, s, xy, 

xytext=None, 

xycoords='data', 

textcoords=None, 

arrowprops=None, 

annotation_clip=None, 

**kwargs): 

""" 

Annotate the point *xy* with text *s*. 

 

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 

---------- 

s : str 

The text of the annotation. 

 

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): 

warnings.warn("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, s, **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): 

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: 

warnings.warn( 

"'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) 

 

arrow = property( 

fget=cbook.deprecated("3.0", message="arrow was deprecated in " 

"Matplotlib 3.0 and will be removed in 3.2. Use arrow_patch " 

"instead.")(lambda self: None), 

fset=cbook.deprecated("3.0")(lambda self, value: None)) 

 

 

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