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Python

"""
Classes for including text in a figure.
"""
from collections.abc import Sequence
import functools
import itertools
import logging
import math
from numbers import Real
import weakref
import numpy as np
import matplotlib as mpl
from . import _api, artist, cbook, _docstring, colors as mcolors
from .artist import Artist
from .font_manager import FontProperties, fontManager, get_font
from .patches import FancyArrowPatch, FancyBboxPatch, Rectangle
from .textpath import TextPath, TextToPath # noqa # Logically located here
from .transforms import (
Affine2D, Bbox, BboxBase, BboxTransformTo, IdentityTransform, Transform)
_log = logging.getLogger(__name__)
@functools.lru_cache(maxsize=128)
def _rotate(theta):
"""
Return an Affine2D object that rotates by the given angle in radians.
"""
return Affine2D().rotate(theta)
def _rotate_point(angle, x, y):
"""
Rotate point (x, y) by rotation angle in degrees
"""
if angle == 0:
return (x, y)
angle_rad = math.radians(angle)
cos, sin = math.cos(angle_rad), math.sin(angle_rad)
return (cos * x - sin * y, sin * x + cos * y)
def _get_text_metrics_with_cache(renderer, text, fontprop, ismath, dpi):
"""Call ``renderer.get_text_width_height_descent``, caching the results."""
# hit the outer cache layer and get the function to compute the metrics
# for this renderer instance
get_text_metrics = _get_text_metrics_function(renderer)
# call the function to compute the metrics and return
#
# We pass a copy of the fontprop because FontProperties is both mutable and
# has a `__hash__` that depends on that mutable state. This is not ideal
# as it means the hash of an object is not stable over time which leads to
# very confusing behavior when used as keys in dictionaries or hashes.
return get_text_metrics(text, fontprop.copy(), ismath, dpi)
def _get_text_metrics_function(input_renderer, _cache=weakref.WeakKeyDictionary()):
"""
Helper function to provide a two-layered cache for font metrics
To get the rendered size of a size of string we need to know:
- what renderer we are using
- the current dpi of the renderer
- the string
- the font properties
- is it math text or not
We do this as a two-layer cache with the outer layer being tied to a
renderer instance and the inner layer handling everything else.
The outer layer is implemented as `.WeakKeyDictionary` keyed on the
renderer. As long as someone else is holding a hard ref to the renderer
we will keep the cache alive, but it will be automatically dropped when
the renderer is garbage collected.
The inner layer is provided by an lru_cache with a large maximum size (such
that we expect very few cache misses in actual use cases). As the
dpi is mutable on the renderer, we need to explicitly include it as part of
the cache key on the inner layer even though we do not directly use it (it is
used in the method call on the renderer).
This function takes a renderer and returns a function that can be used to
get the font metrics.
Parameters
----------
input_renderer : maplotlib.backend_bases.RendererBase
The renderer to set the cache up for.
_cache : dict, optional
We are using the mutable default value to attach the cache to the function.
In principle you could pass a different dict-like to this function to inject
a different cache, but please don't. This is an internal function not meant to
be reused outside of the narrow context we need it for.
There is a possible race condition here between threads, we may need to drop the
mutable default and switch to a threadlocal variable in the future.
"""
if (_text_metrics := _cache.get(input_renderer, None)) is None:
# We are going to include this in the closure we put as values in the
# cache. Closing over a hard-ref would create an unbreakable reference
# cycle.
renderer_ref = weakref.ref(input_renderer)
# define the function locally to get a new lru_cache per renderer
@functools.lru_cache(4096)
# dpi is unused, but participates in cache invalidation (via the renderer).
def _text_metrics(text, fontprop, ismath, dpi):
# this should never happen under normal use, but this is a better error to
# raise than an AttributeError on `None`
if (local_renderer := renderer_ref()) is None:
raise RuntimeError(
"Trying to get text metrics for a renderer that no longer exists. "
"This should never happen and is evidence of a bug elsewhere."
)
# do the actual method call we need and return the result
return local_renderer.get_text_width_height_descent(text, fontprop, ismath)
# stash the function for later use.
_cache[input_renderer] = _text_metrics
# return the inner function
return _text_metrics
@_docstring.interpd
@_api.define_aliases({
"color": ["c"],
"fontproperties": ["font", "font_properties"],
"fontfamily": ["family"],
"fontname": ["name"],
"fontsize": ["size"],
"fontstretch": ["stretch"],
"fontstyle": ["style"],
"fontvariant": ["variant"],
"fontweight": ["weight"],
"horizontalalignment": ["ha"],
"verticalalignment": ["va"],
"multialignment": ["ma"],
})
class Text(Artist):
"""Handle storing and drawing of text in window or data coordinates."""
zorder = 3
_charsize_cache = dict()
def __repr__(self):
return f"Text({self._x}, {self._y}, {self._text!r})"
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,
transform_rotates_text=False,
parse_math=None, # defaults to rcParams['text.parse_math']
antialiased=None, # defaults to rcParams['text.antialiased']
**kwargs
):
"""
Create a `.Text` instance at *x*, *y* with string *text*.
The text is aligned relative to the anchor point (*x*, *y*) according
to ``horizontalalignment`` (default: 'left') and ``verticalalignment``
(default: 'baseline'). See also
:doc:`/gallery/text_labels_and_annotations/text_alignment`.
While Text accepts the 'label' keyword argument, by default it is not
added to the handles of a legend.
Valid keyword arguments are:
%(Text:kwdoc)s
"""
super().__init__()
self._x, self._y = x, y
self._text = ''
self._features = None
self.set_language(None)
self._reset_visual_defaults(
text=text,
color=color,
fontproperties=fontproperties,
usetex=usetex,
parse_math=parse_math,
wrap=wrap,
verticalalignment=verticalalignment,
horizontalalignment=horizontalalignment,
multialignment=multialignment,
rotation=rotation,
transform_rotates_text=transform_rotates_text,
linespacing=linespacing,
rotation_mode=rotation_mode,
antialiased=antialiased
)
self.update(kwargs)
def _reset_visual_defaults(
self,
text='',
color=None,
fontproperties=None,
usetex=None,
parse_math=None,
wrap=False,
verticalalignment='baseline',
horizontalalignment='left',
multialignment=None,
rotation=None,
transform_rotates_text=False,
linespacing=None,
rotation_mode=None,
antialiased=None
):
self.set_text(text)
self.set_color(mpl._val_or_rc(color, "text.color"))
self.set_fontproperties(fontproperties)
self.set_usetex(usetex)
self.set_parse_math(mpl._val_or_rc(parse_math, 'text.parse_math'))
self.set_wrap(wrap)
self.set_verticalalignment(verticalalignment)
self.set_horizontalalignment(horizontalalignment)
self._multialignment = multialignment
self.set_rotation(rotation)
self._transform_rotates_text = transform_rotates_text
self._bbox_patch = None # a FancyBboxPatch instance
self._renderer = None
if linespacing is None:
linespacing = 'normal' # Maybe use rcParam later.
self.set_linespacing(linespacing)
self.set_rotation_mode(rotation_mode)
self.set_antialiased(mpl._val_or_rc(antialiased, 'text.antialiased'))
def update(self, kwargs):
# docstring inherited
ret = []
kwargs = cbook.normalize_kwargs(kwargs, Text)
sentinel = object() # bbox can be None, so use another sentinel.
# Update fontproperties first, as it has lowest priority.
fontproperties = kwargs.pop("fontproperties", sentinel)
if fontproperties is not sentinel:
ret.append(self.set_fontproperties(fontproperties))
# Update bbox last, as it depends on font properties.
bbox = kwargs.pop("bbox", sentinel)
ret.extend(super().update(kwargs))
if bbox is not sentinel:
ret.append(self.set_bbox(bbox))
return ret
def __getstate__(self):
d = super().__getstate__()
# remove the cached _renderer (if it exists)
d['_renderer'] = None
return d
def contains(self, mouseevent):
"""
Return whether the mouse event occurred inside the axis-aligned
bounding-box of the text.
"""
if (self._different_canvas(mouseevent) or 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.
bbox = Text.get_window_extent(self)
inside = (bbox.x0 <= mouseevent.x <= bbox.x1
and bbox.y0 <= mouseevent.y <= bbox.y1)
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 _char_index_at(self, x):
"""
Calculate the index closest to the coordinate x in display space.
The position of text[index] is assumed to be the sum of the widths
of all preceding characters text[:index].
This works only on single line texts.
"""
if not self._text:
return 0
text = self._text
fontproperties = str(self._fontproperties)
if fontproperties not in Text._charsize_cache:
Text._charsize_cache[fontproperties] = dict()
charsize_cache = Text._charsize_cache[fontproperties]
for char in set(text):
if char not in charsize_cache:
self.set_text(char)
bb = self.get_window_extent()
charsize_cache[char] = bb.x1 - bb.x0
self.set_text(text)
bb = self.get_window_extent()
size_accum = np.cumsum([0] + [charsize_cache[x] for x in text])
std_x = x - bb.x0
return (np.abs(size_accum - std_x)).argmin()
def get_rotation(self):
"""Return the text angle in degrees in the range [0, 360)."""
if self.get_transform_rotates_text():
return self.get_transform().transform_angles(
[self._rotation], [self.get_unitless_position()]).item(0) % 360
else:
return self._rotation
def get_transform_rotates_text(self):
"""
Return whether rotations of the transform affect the text direction.
"""
return self._transform_rotates_text
def set_rotation_mode(self, m):
"""
Set text rotation mode.
Parameters
----------
m : {None, 'default', 'anchor', 'xtick', 'ytick'}
If ``"default"``, the text will be first rotated, then aligned according
to their horizontal and vertical alignments. If ``"anchor"``, then
alignment occurs before rotation. "xtick" and "ytick" adjust the
horizontal/vertical alignment so that the text is visually pointing
towards its anchor point. This is primarily used for rotated tick
labels and positions them nicely towards their ticks. Passing
``None`` will set the rotation mode to ``"default"``.
"""
if m is None:
m = "default"
else:
_api.check_in_list(("anchor", "default", "xtick", "ytick"), rotation_mode=m)
self._rotation_mode = m
self.stale = True
def get_rotation_mode(self):
"""Return the text rotation mode."""
return self._rotation_mode
def set_antialiased(self, antialiased):
"""
Set whether to use antialiased rendering.
Parameters
----------
antialiased : bool
Notes
-----
Antialiasing will be determined by :rc:`text.antialiased`
and the parameter *antialiased* will have no effect if the text contains
math expressions.
"""
self._antialiased = antialiased
self.stale = True
def get_antialiased(self):
"""Return whether antialiased rendering is used."""
return self._antialiased
def update_from(self, other):
# docstring inherited
super().update_from(other)
self._color = other._color
self._multialignment = other._multialignment
self._verticalalignment = other._verticalalignment
self._horizontalalignment = other._horizontalalignment
self._fontproperties = other._fontproperties.copy()
self._usetex = other._usetex
self._rotation = other._rotation
self._transform_rotates_text = other._transform_rotates_text
self._picker = other._picker
self._linespacing = other._linespacing
self._antialiased = other._antialiased
self.stale = True
def _get_layout(self, renderer):
"""
Return
- the rotated, axis-aligned text bbox;
- a list of ``(line, (width, ascent, descent), xy)`` tuples for each line;
- a ``(xy, (width, height))` pair of the lower-left corner and size of the
rotated, *text-aligned* text box (i.e. describing how to draw the
text-surrounding box).
"""
thisx, thisy = 0.0, 0.0
lines = self._get_wrapped_text().split("\n") # Ensures lines is not empty.
# Reminder: The ascent (a) goes from the baseline to the top and the
# descent (d) from the baseline to the bottom; both are (typically)
# nonnegative. The height h is the sum, h = a + d.
wads = [] # (width, ascents, descents)
xs = []
ys = []
min_ascent = min_descent = line_gap = None
dpi = self.get_figure(root=True).dpi
# Determine full vertical extent of font, including ascenders and descenders:
if not self.get_usetex():
if hasattr(renderer, '_get_font_height_metrics'):
# TODO: This is a temporary internal method call (for _backend_pdf_ps to
# support AFM files) until we design a proper API for the backends.
min_ascent, min_descent, line_gap = renderer._get_font_height_metrics(
self._fontproperties)
if min_ascent is None:
font = get_font(fontManager._find_fonts_by_props(self._fontproperties))
possible = [
('OS/2', 'sTypoLineGap', 'sTypoAscender', 'sTypoDescender'),
('hhea', 'lineGap', 'ascent', 'descent')
]
for table_name, linegap_key, ascent_key, descent_key in possible:
table = font.get_sfnt_table(table_name)
if table is None:
continue
# Rescale to font size/DPI if the metrics were available.
fontsize = self._fontproperties.get_size_in_points()
units_per_em = font.get_sfnt_table('head')['unitsPerEm']
scale = 1 / units_per_em * fontsize * dpi / 72
line_gap = table[linegap_key] * scale
min_ascent = table[ascent_key] * scale
min_descent = -table[descent_key] * scale
break
if None in (min_ascent, min_descent):
# Fallback to font measurement.
_, h, min_descent = _get_text_metrics_with_cache(
renderer, "lp", self._fontproperties,
ismath="TeX" if self.get_usetex() else False,
dpi=dpi)
min_ascent = h - min_descent
line_gap = 0
# Don't increase text height too much if it's not multiple lines.
if len(lines) == 1:
line_gap = 0
for line in lines:
clean_line, ismath = self._preprocess_math(line)
if clean_line:
w, h, d = _get_text_metrics_with_cache(
renderer, clean_line, self._fontproperties,
ismath=ismath, dpi=self.get_figure(root=True).dpi)
else:
w = h = d = 0
a = h - d
if self.get_usetex() or self._linespacing == 'normal':
# To ensure good linespacing, pretend that the ascent / descent of all
# lines is at least as large as the measured sizes.
a = max(a, min_ascent) + line_gap / 2
d = max(d, min_descent) + line_gap / 2
else:
# If using a fixed line spacing, then every line's spacing will be
# determined by the font metrics of the first available font.
line_height = self._linespacing * (min_ascent + min_descent)
leading = line_height - (a + d)
a += leading / 2
d += leading / 2
# Metrics of the last line that are needed later:
baseline = a - thisy
thisy -= a
wads.append((w, a, d))
xs.append(thisx) # == 0.
ys.append(thisy)
thisy -= d
# Metrics of the last line that are needed later:
descent = d
# Bounding box definition:
ws = [w for w, a, d in wads]
width = max(ws)
xmin = 0
xmax = width
ymax = 0
ymin = ys[-1] - descent # baseline of last line minus its descent
# 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 = [(xmin, ymin), (xmin, ymax), (xmax, ymax), (xmax, ymin)]
size_horiz = (xmax - xmin, ymax - ymin)
# now rotate the bbox
angle = self.get_rotation()
rotate = functools.partial(_rotate_point, angle)
corners_rotated = [rotate(x, y) for x, y in corners_horiz]
# compute the bounds of the rotated box
xs, ys = zip(*corners_rotated)
xmin, xmax = min(xs), max(xs)
ymin, ymax = min(ys), max(ys)
width_rot = xmax - xmin
height_rot = 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":
if rotation_mode == 'xtick':
halign = self._ha_for_angle(angle)
elif rotation_mode == 'ytick':
valign = self._va_for_angle(angle)
# compute the text location in display coords and the offsets
# necessary to align the bbox with that location
offsetx = (
xmin if halign == "left" else
xmax if halign == "right" else
(xmin + xmax) / 2 # halign == "center"
)
offsety = (
ymin if valign == "bottom" else
ymax if valign == "top" else
(ymin + ymax) / 2 if valign == "center" else
ymin + descent if valign == "baseline" else
ymin + height_rot - baseline / 2 # valign == "center_baseline"
)
else:
xmin1, ymin1 = corners_horiz[0]
xmax1, ymax1 = corners_horiz[2]
offsetx = (
xmin1 if halign == "left" else
xmax1 if halign == "right" else
(xmin1 + xmax1) / 2 # halign == "center"
)
offsety = (
ymin1 if valign == "bottom" else
ymax1 if valign == "top" else
(ymin1 + ymax1) / 2 if valign == "center" else
ymax1 - baseline if valign == "baseline" else
ymax1 - baseline / 2 # valign == "center_baseline"
)
offsetx, offsety = rotate(offsetx, offsety)
xmin -= offsetx
ymin -= offsety
bbox_rot = Bbox.from_bounds(xmin, ymin, width_rot, height_rot)
# now rotate the positions around the first (x, y) position
xys = [(x - offsetx, y - offsety)
for x, y in itertools.starmap(rotate, offset_layout)]
x, y = corners_rotated[0]
xy_corner = (x - offsetx, y - offsety)
return bbox_rot, list(zip(lines, wads, xys)), (xy_corner, size_horiz)
def set_bbox(self, rectprops):
"""
Draw a box behind/around the text.
This can be used to set a background and/or a frame around the text.
It's realized through a `.FancyBboxPatch` behind the text (see also
`.Text.get_bbox_patch`). The bbox patch is None by default and only
created when needed.
Parameters
----------
rectprops : dict with properties for `.FancyBboxPatch` or None
The default boxstyle is 'square'. The mutation
scale of the `.patches.FancyBboxPatch` is set to the fontsize.
Pass ``None`` to remove the bbox patch completely.
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
self._bbox_patch = FancyBboxPatch(
(0, 0), 1, 1,
boxstyle=boxstyle, 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.
For more details see `.Text.set_bbox`.
"""
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:
# don't use self.get_unitless_position here, which refers to text
# position in Text:
posx = float(self.convert_xunits(self._x))
posy = float(self.convert_yunits(self._y))
posx, posy = self.get_transform().transform((posx, posy))
_, _, ((x_box, y_box), (w_box, h_box)) = self._get_layout(renderer)
self._bbox_patch.set_bounds(0., 0., w_box, h_box)
self._bbox_patch.set_transform(
Affine2D()
.rotate_deg(self.get_rotation())
.translate(posx + x_box, posy + y_box))
fontsize_in_pixel = renderer.points_to_pixels(self.get_size())
self._bbox_patch.set_mutation_scale(fontsize_in_pixel)
def _update_clip_properties(self):
if self._bbox_patch:
clipprops = dict(clip_box=self.clipbox,
clip_path=self._clippath,
clip_on=self._clipon)
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 whether the text can be wrapped."""
return self._wrap
def set_wrap(self, wrap):
"""
Set whether the text can be wrapped.
Wrapping makes sure the text is confined to the (sub)figure box. It
does not take into account any other artists.
Parameters
----------
wrap : bool
Notes
-----
Wrapping does not work together with
``savefig(..., bbox_inches='tight')`` (which is also used internally
by ``%matplotlib inline`` in IPython/Jupyter). The 'tight' setting
rescales the canvas to accommodate all content and happens before
wrapping.
"""
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')
angle = self.get_rotation()
left = self._get_dist_to_box(angle, x0, y0, figure_box)
right = self._get_dist_to_box(
(180 + angle) % 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 - figure_box.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 - figure_box.x0) / math.cos(math.radians(quad))
h2 = (y0 - figure_box.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 - figure_box.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 = _get_text_metrics_with_cache(
self._renderer, text, self.get_fontproperties(),
cbook.is_math_text(text),
self.get_figure(root=True).dpi)
return math.ceil(w)
def _get_wrapped_text(self):
"""
Return a copy of the text string with new lines added so that the text
is wrapped relative to the parent figure (if `get_wrap` is True).
"""
if not self.get_wrap():
return self.get_text()
# 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):
# docstring inherited
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())
bbox, info, _ = self._get_layout(renderer)
trans = self.get_transform()
# don't use self.get_position here, which refers to text
# position in Text:
x, y = self._x, self._y
if np.ma.is_masked(x):
x = np.nan
if np.ma.is_masked(y):
y = np.nan
posx = float(self.convert_xunits(x))
posy = float(self.convert_yunits(y))
posx, posy = trans.transform((posx, posy))
if np.isnan(posx) or np.isnan(posy):
return # don't throw a warning here
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()
# Update the location and size of the bbox
# (`.patches.FancyBboxPatch`), and draw it.
if self._bbox_patch:
self.update_bbox_position_size(renderer)
self._bbox_patch.draw(renderer)
gc = renderer.new_gc()
gc.set_foreground(mcolors.to_rgba(self.get_color()), isRGBA=True)
gc.set_alpha(self.get_alpha())
gc.set_url(self._url)
gc.set_antialiased(self._antialiased)
gc.set_snap(self.get_snap())
self._set_gc_clip(gc)
angle = self.get_rotation()
for line, wad, (x, y) in info:
mtext = self if len(info) == 1 else None
x = x + posx
y = y + posy
if renderer.flipy():
y = canvash - y
clean_line, ismath = self._preprocess_math(line)
if self.get_path_effects():
from matplotlib.patheffects import PathEffectRenderer
textrenderer = PathEffectRenderer(self.get_path_effects(), renderer)
else:
textrenderer = renderer
if self.get_usetex():
textrenderer.draw_tex(gc, x, y, clean_line,
self._fontproperties, angle,
mtext=mtext)
else:
textrenderer.draw_text(gc, x, y, clean_line,
self._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`."""
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_fontfeatures(self):
"""
Return a tuple of font feature tags to enable.
"""
return self._features
def get_fontname(self):
"""
Return the font name as a string.
See Also
--------
.font_manager.FontProperties.get_name
"""
return self._fontproperties.get_name()
def get_fontstyle(self):
"""
Return the font style as a string.
See Also
--------
.font_manager.FontProperties.get_style
"""
return self._fontproperties.get_style()
def get_fontsize(self):
"""
Return the font size as an 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):
"""
Return the font weight as a string or a number.
See Also
--------
.font_manager.FontProperties.get_weight
"""
return self._fontproperties.get_weight()
def get_stretch(self):
"""
Return the font stretch as a string or a number.
See Also
--------
.font_manager.FontProperties.get_stretch
"""
return self._fontproperties.get_stretch()
def get_horizontalalignment(self):
"""
Return the horizontal alignment as a string. Will be one of
'left', 'center' or 'right'.
"""
return self._horizontalalignment
def get_unitless_position(self):
"""Return the (x, y) unitless position of the text."""
# 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 (x, y) position of the text."""
# This should return the same data (possible unitized) as was
# specified with 'set_x' and 'set_y'.
return self._x, self._y
def get_text(self):
"""Return the text string."""
return self._text
def get_verticalalignment(self):
"""
Return the vertical alignment as a string. Will be one of
'top', 'center', 'bottom', 'baseline' or 'center_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 calling
`~.Figure.draw_without_rendering` or ``plt.show()``.
dpi : float, optional
The dpi value for computing the bbox, defaults to
``self.get_figure(root=True).dpi`` (*not* the renderer dpi); should be set
e.g. if to match regions with a figure saved with a custom dpi value.
"""
if not self.get_visible():
return Bbox.unit()
fig = self.get_figure(root=True)
if dpi is None:
dpi = fig.dpi
if self.get_text() == '':
with cbook._setattr_cm(fig, dpi=dpi):
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 = fig._get_renderer()
if self._renderer is None:
raise RuntimeError(
"Cannot get window extent of text w/o renderer. You likely "
"want to call 'figure.draw_without_rendering()' first.")
with cbook._setattr_cm(fig, dpi=dpi):
bbox, _, _ = self._get_layout(self._renderer)
x, y = self.get_unitless_position()
x, y = self.get_transform().transform((x, y))
bbox = bbox.translated(x, y)
return bbox
def get_tightbbox(self, renderer=None):
if not self.get_visible() or self.get_text() == "":
return Bbox.null()
# Exclude text at data coordinates outside the valid domain of the axes
# scales (e.g., negative coordinates with a log scale).
if (self.axes
and self.get_transform() == self.axes.transData
and not self.axes._point_in_data_domain(*self.get_unitless_position())):
return Bbox.null()
return super().get_tightbbox(renderer)
def set_backgroundcolor(self, color):
"""
Set the background color of the text.
This is realized through the bbox (see `.set_bbox`),
creating the bbox patch if needed.
Parameters
----------
color : :mpltype:`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 : :mpltype:`color`
"""
# "auto" is only supported by axisartist, but we can just let it error
# out at draw time for simplicity.
if not cbook._str_equal(color, "auto"):
mpl.colors._check_color_like(color=color)
self._color = color
self.stale = True
def set_horizontalalignment(self, align):
"""
Set the horizontal alignment relative to the anchor point.
See also :doc:`/gallery/text_labels_and_annotations/text_alignment`.
Parameters
----------
align : {'left', 'center', 'right'}
"""
_api.check_in_list(['center', 'right', 'left'], align=align)
self._horizontalalignment = align
self.stale = True
def set_multialignment(self, align):
"""
Set the text alignment for multiline texts.
The layout of the bounding box of all the lines is determined by the
horizontalalignment and verticalalignment properties. This property
controls the alignment of the text lines within that box.
Parameters
----------
align : {'left', 'right', 'center'}
"""
_api.check_in_list(['center', 'right', 'left'], align=align)
self._multialignment = align
self.stale = True
def set_linespacing(self, spacing):
"""
Set the line spacing.
Parameters
----------
spacing : 'normal' or float, default: 'normal'
If 'normal', then the line spacing is automatically determined by font
metrics for each line individually.
If a float, then line spacing will be fixed to this multiple of the font
size for every line.
"""
if not cbook._str_equal(spacing, 'normal'):
_api.check_isinstance(Real, spacing=spacing)
self._linespacing = spacing
self.stale = True
def get_linespacing(self):
"""Get the line spacing."""
return self._linespacing
def set_fontfamily(self, fontname):
"""
Set the font family. Can 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_fontfeatures(self, features):
"""
Set the feature tags to enable on the font.
Parameters
----------
features : list of str, or tuple of str, or None
A list of feature tags to be used with the associated font. These strings
are eventually passed to HarfBuzz, and so all `string formats supported by
hb_feature_from_string()
<https://harfbuzz.github.io/harfbuzz-hb-common.html#hb-feature-from-string>`__
are supported. Note though that subranges are not explicitly supported and
behaviour may change in the future.
For example, if your desired font includes Stylistic Sets which enable
various typographic alternates including one that you do not wish to use
(e.g., Contextual Ligatures), then you can pass the following to enable one
and not the other::
fp.set_features([
'ss01', # Use Stylistic Set 1.
'-clig', # But disable Contextural Ligatures.
])
Available font feature tags may be found at
https://learn.microsoft.com/en-us/typography/opentype/spec/featurelist
"""
_api.check_isinstance((Sequence, None), features=features)
if features is not None:
features = tuple(features)
self._features = features
self.stale = True
def set_fontvariant(self, variant):
"""
Set the font variant.
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.
Parameters
----------
fontsize : float or {'xx-small', 'x-small', 'small', 'medium', \
'large', 'x-large', 'xx-large'}
If a float, the fontsize in points. The string values denote sizes
relative to the default font size.
See Also
--------
.font_manager.FontProperties.set_size
"""
self._fontproperties.set_size(fontsize)
self.stale = True
def get_math_fontfamily(self):
"""
Return the font family name for math text rendered by Matplotlib.
The default value is :rc:`mathtext.fontset`.
See Also
--------
set_math_fontfamily
"""
return self._fontproperties.get_math_fontfamily()
def set_math_fontfamily(self, fontfamily):
"""
Set the font family for math text rendered by Matplotlib.
This does only affect Matplotlib's own math renderer. It has no effect
when rendering with TeX (``usetex=True``).
Parameters
----------
fontfamily : str
The name of the font family.
Available font families are defined in the
:ref:`default matplotlibrc file
<customizing-with-matplotlibrc-files>`.
See Also
--------
get_math_fontfamily
"""
self._fontproperties.set_math_fontfamily(fontfamily)
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 : float or {'vertical', 'horizontal'}
The rotation angle in degrees in mathematically positive direction
(counterclockwise). 'horizontal' equals 0, 'vertical' equals 90.
"""
if isinstance(s, Real):
self._rotation = float(s) % 360
elif cbook._str_equal(s, 'horizontal') or s is None:
self._rotation = 0.
elif cbook._str_equal(s, 'vertical'):
self._rotation = 90.
else:
raise ValueError("rotation must be 'vertical', 'horizontal' or "
f"a number, not {s}")
self.stale = True
def set_transform_rotates_text(self, t):
"""
Whether rotations of the transform affect the text direction.
Parameters
----------
t : bool
"""
self._transform_rotates_text = t
self.stale = True
def set_verticalalignment(self, align):
"""
Set the vertical alignment relative to the anchor point.
See also :doc:`/gallery/text_labels_and_annotations/text_alignment`.
Parameters
----------
align : {'baseline', 'bottom', 'center', 'center_baseline', 'top'}
"""
_api.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` representation, except for
``None`` which is converted to an empty string.
"""
s = '' if s is None else str(s)
if s != self._text:
self._text = s
self.stale = True
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) and ``parse_math`` is not set to False, 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 not self.get_parse_math():
return s, False
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` or `str` or `pathlib.Path`
If a `str`, it is interpreted as a fontconfig pattern parsed by
`.FontProperties`. If a `pathlib.Path`, it is interpreted as the
absolute path to a font file.
"""
self._fontproperties = FontProperties._from_any(fp).copy()
self.stale = True
@_docstring.kwarg_doc("bool, default: :rc:`text.usetex`")
def set_usetex(self, usetex):
"""
Parameters
----------
usetex : bool or None
Whether to render using TeX, ``None`` means to use
:rc:`text.usetex`.
"""
self._usetex = bool(mpl._val_or_rc(usetex, 'text.usetex'))
self.stale = True
def get_usetex(self):
"""Return whether this `Text` object uses TeX for rendering."""
return self._usetex
def set_parse_math(self, parse_math):
"""
Override switch to disable any mathtext parsing for this `Text`.
Parameters
----------
parse_math : bool
If False, this `Text` will never use mathtext. If True, mathtext
will be used if there is an even number of unescaped dollar signs.
"""
self._parse_math = bool(parse_math)
def get_parse_math(self):
"""Return whether mathtext parsing is considered for this `Text`."""
return self._parse_math
def set_fontname(self, fontname):
"""
Alias for `set_fontfamily`.
One-way alias only: the getter differs.
Parameters
----------
fontname : {FONTNAME, 'serif', 'sans-serif', 'cursive', 'fantasy', \
'monospace'}
See Also
--------
.font_manager.FontProperties.set_family
"""
self.set_fontfamily(fontname)
def _ha_for_angle(self, angle):
"""
Determines horizontal alignment ('ha') for rotation_mode "xtick" based on
the angle of rotation in degrees and the vertical alignment.
"""
anchor_at_bottom = self.get_verticalalignment() == 'bottom'
if (angle <= 10 or 85 <= angle <= 95 or 350 <= angle or
170 <= angle <= 190 or 265 <= angle <= 275):
return 'center'
elif 10 < angle < 85 or 190 < angle < 265:
return 'left' if anchor_at_bottom else 'right'
return 'right' if anchor_at_bottom else 'left'
def _va_for_angle(self, angle):
"""
Determines vertical alignment ('va') for rotation_mode "ytick" based on
the angle of rotation in degrees and the horizontal alignment.
"""
anchor_at_left = self.get_horizontalalignment() == 'left'
if (angle <= 10 or 350 <= angle or 170 <= angle <= 190
or 80 <= angle <= 100 or 260 <= angle <= 280):
return 'center'
elif 190 < angle < 260 or 10 < angle < 80:
return 'baseline' if anchor_at_left else 'top'
return 'top' if anchor_at_left else 'baseline'
def get_language(self):
"""Return the language this Text is in."""
return self._language
def set_language(self, language):
"""
Set the language of the text.
Parameters
----------
language : str or None
The language of the text in a format accepted by libraqm, namely `a BCP47
language code <https://www.w3.org/International/articles/language-tags/>`_.
If None, then defaults to :rc:`text.language`.
"""
_api.check_isinstance((Sequence, str, None), language=language)
language = mpl._val_or_rc(language, 'text.language')
if not cbook.is_scalar_or_string(language):
language = tuple(language)
for val in language:
if not isinstance(val, tuple) or len(val) != 3:
raise TypeError('language must be list of tuple, not {language!r}')
sublang, start, end = val
if not isinstance(sublang, str):
raise TypeError(
'sub-language specification must be str, not {sublang!r}')
if not isinstance(start, int):
raise TypeError('start location must be int, not {start!r}')
if not isinstance(end, int):
raise TypeError('end location must be int, not {end!r}')
self._language = language
self.stale = True
class OffsetFrom:
"""Callable helper class for working with `Annotation`."""
def __init__(self, artist, ref_coord, unit="points"):
"""
Parameters
----------
artist : `~matplotlib.artist.Artist` or `.BboxBase` or `.Transform`
The object to compute the offset from.
ref_coord : (float, float)
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'}, default: 'points'
The screen units to use (pixels or points) for the offset input.
"""
self._artist = artist
x, y = ref_coord # Make copy when ref_coord is an array (and check the shape).
self._ref_coord = x, y
self.set_unit(unit)
def set_unit(self, unit):
"""
Set the unit for input to the transform used by ``__call__``.
Parameters
----------
unit : {'points', 'pixels'}
"""
_api.check_in_list(["points", "pixels"], unit=unit)
self._unit = unit
def get_unit(self):
"""Return the unit for input to the transform used by ``__call__``."""
return self._unit
def __call__(self, renderer):
"""
Return the offset transform.
Parameters
----------
renderer : `RendererBase`
The renderer to use to compute the offset
Returns
-------
`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)
xf, yf = self._ref_coord
x = bbox.x0 + bbox.width * xf
y = bbox.y0 + bbox.height * yf
elif isinstance(self._artist, BboxBase):
bbox = self._artist
xf, yf = self._ref_coord
x = bbox.x0 + bbox.width * xf
y = bbox.y0 + bbox.height * yf
elif isinstance(self._artist, Transform):
x, y = self._artist.transform(self._ref_coord)
else:
_api.check_isinstance((Artist, BboxBase, Transform), artist=self._artist)
scale = 1 if self._unit == "pixels" else renderer.points_to_pixels(1)
return Affine2D().scale(scale).translate(x, y)
class _AnnotationBase:
def __init__(self,
xy,
xycoords='data',
annotation_clip=None):
x, y = xy # Make copy when xy is an array (and check the shape).
self.xy = x, y
self.xycoords = xycoords
self.set_annotation_clip(annotation_clip)
self._draggable = None
def _get_xy(self, renderer, xy, coords):
x, y = xy
xcoord, ycoord = coords if isinstance(coords, tuple) else (coords, coords)
if xcoord == 'data':
x = float(self.convert_xunits(x))
if ycoord == 'data':
y = float(self.convert_yunits(y))
return self._get_xy_transform(renderer, coords).transform((x, y))
def _get_xy_transform(self, renderer, coords):
if isinstance(coords, tuple):
xcoord, ycoord = coords
from matplotlib.transforms import blended_transform_factory
tr1 = self._get_xy_transform(renderer, xcoord)
tr2 = self._get_xy_transform(renderer, ycoord)
return blended_transform_factory(tr1, tr2)
elif callable(coords):
tr = coords(renderer)
if isinstance(tr, BboxBase):
return BboxTransformTo(tr)
elif isinstance(tr, Transform):
return tr
else:
raise TypeError(
f"xycoords callable must return a BboxBase or Transform, not a "
f"{type(tr).__name__}")
elif isinstance(coords, Artist):
bbox = coords.get_window_extent(renderer)
return BboxTransformTo(bbox)
elif isinstance(coords, BboxBase):
return BboxTransformTo(coords)
elif isinstance(coords, Transform):
return coords
elif not isinstance(coords, str):
raise TypeError(
f"'xycoords' must be an instance of str, tuple[str, str], Artist, "
f"Transform, or Callable, not a {type(coords).__name__}")
if coords == 'data':
return self.axes.transData
elif coords == 'polar':
from matplotlib.projections import PolarAxes
return PolarAxes.PolarTransform() + self.axes.transData
try:
bbox_name, unit = coords.split()
except ValueError: # i.e. len(coords.split()) != 2.
raise ValueError(f"{coords!r} is not a valid coordinate") from None
bbox0, xy0 = None, None
# if unit is offset-like
if bbox_name == "figure":
bbox0 = self.get_figure(root=False).figbbox
elif bbox_name == "subfigure":
bbox0 = self.get_figure(root=False).bbox
elif bbox_name == "axes":
bbox0 = self.axes.bbox
# reference x, y in display coordinate
if bbox0 is not None:
xy0 = bbox0.p0
elif bbox_name == "offset":
xy0 = self._get_position_xy(renderer)
else:
raise ValueError(f"{coords!r} is not a valid coordinate")
if unit == "points":
tr = Affine2D().scale(
self.get_figure(root=True).dpi / 72) # dpi/72 dots per point
elif unit == "pixels":
tr = Affine2D()
elif unit == "fontsize":
tr = Affine2D().scale(
self.get_size() * self.get_figure(root=True).dpi / 72)
elif unit == "fraction":
tr = Affine2D().scale(*bbox0.size)
else:
raise ValueError(f"{unit!r} is not a recognized unit")
return tr.translate(*xy0)
def set_annotation_clip(self, b):
"""
Set the annotation's clipping behavior.
Parameters
----------
b : bool or None
- True: The annotation will be clipped when ``self.xy`` is
outside the Axes.
- False: The annotation will always be drawn.
- None: The annotation will be clipped when ``self.xy`` is
outside the Axes and ``self.xycoords == "data"``.
"""
self._annotation_clip = b
def get_annotation_clip(self):
"""
Return the annotation's clipping behavior.
See `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."""
return self._get_xy(renderer, self.xy, self.xycoords)
def _check_xy(self, renderer=None):
"""Check whether the annotation at *xy_pixel* should be drawn."""
if renderer is None:
renderer = self.get_figure(root=True)._get_renderer()
b = self.get_annotation_clip()
if b or (b is None and self.xycoords == "data"):
# check if self.xy is inside the Axes.
xy_pixel = self._get_position_xy(renderer)
return self.axes.contains_point(xy_pixel)
return True
def draggable(self, state=None, use_blit=False):
"""
Set whether the annotation is draggable with the mouse.
Parameters
----------
state : bool or None
- True or False: set the draggability.
- None: toggle the draggability.
use_blit : bool, default: False
Use blitting for faster image composition. For details see
:ref:`func-animation`.
Returns
-------
DraggableAnnotation or None
If the annotation is draggable, the corresponding
`.DraggableAnnotation` helper is returned.
"""
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 f"Annotation({self.xy[0]:g}, {self.xy[1]:g}, {self._text!r})"
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.
xy : (float, float)
The point *(x, y)* to annotate. The coordinate system is determined
by *xycoords*.
xytext : (float, float), default: *xy*
The position *(x, y)* to place the text at. The coordinate system
is determined by *textcoords*.
xycoords : single or two-tuple of str or `.Artist` or `.Transform` or \
callable, default: 'data'
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
'subfigure points' Points from the lower left of the subfigure
'subfigure pixels' Pixels from the lower left of the subfigure
'subfigure fraction' Fraction of subfigure from lower left
'axes points' Points from lower left corner of the Axes
'axes pixels' Pixels from lower left corner of the 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
==================== ============================================
Note that 'subfigure pixels' and 'figure pixels' are the same
for the parent figure, so users who want code that is usable in
a subfigure can use 'subfigure pixels'.
- An `.Artist`: *xy* is interpreted as a fraction of the artist's
`~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.
textcoords : single or two-tuple of str or `.Artist` or `.Transform` \
or callable, default: value of *xycoords*
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
'offset fontsize' Offset, relative to fontsize, from the *xy* value
================= =================================================
arrowprops : dict, optional
The properties used to draw a `.FancyArrowPatch` arrow between the
positions *xy* and *xytext*. Defaults to None, i.e. no arrow is
drawn.
For historical reasons there are two different ways to specify
arrows, "simple" and "fancy":
**Simple arrow:**
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 `.FancyArrowPatch` property
========== =================================================
The arrow is attached to the edge of the text box, the exact
position (corners or centers) depending on where it's pointing to.
**Fancy arrow:**
This is used if 'arrowstyle' is provided in the *arrowprops*.
Valid keys are the following `.FancyArrowPatch` parameters:
=============== ===================================
Key Description
=============== ===================================
arrowstyle The arrow style
connectionstyle The connection style
relpos See below; default is (0.5, 0.5)
patchA Default is bounding box of the text
patchB Default is None
shrinkA In points. Default is 2 points
shrinkB In points. Default is 2 points
mutation_scale Default is text size (in points)
mutation_aspect Default is 1
? Any `.FancyArrowPatch` property
=============== ===================================
The exact starting point position of the arrow is defined by
*relpos*. It's a tuple of relative coordinates of the text box,
where (0, 0) is the lower left corner and (1, 1) is the upper
right corner. Values <0 and >1 are supported and specify points
outside the text box. By default (0.5, 0.5), so the starting point
is centered in the text box.
annotation_clip : bool or None, default: None
Whether to clip (i.e. not draw) the annotation when the annotation
point *xy* is outside the Axes area.
- If *True*, the annotation will be clipped when *xy* is outside
the Axes.
- If *False*, the annotation will always be drawn.
- If *None*, the annotation will be clipped when *xy* is outside
the Axes and *xycoords* is 'data'.
**kwargs
Additional kwargs are passed to `.Text`.
Returns
-------
`.Annotation`
See Also
--------
:ref:`annotations`
"""
_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):
_api.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
self.arrowprops = arrowprops
if arrowprops is not None:
arrowprops = arrowprops.copy()
if "arrowstyle" in arrowprops:
self._arrow_relpos = arrowprops.pop("relpos", (0.5, 0.5))
else:
# modified YAArrow API to be used with FancyArrowPatch
for key in ['width', 'headwidth', 'headlength', 'shrink']:
arrowprops.pop(key, None)
self.arrow_patch = FancyArrowPatch((0, 0), (1, 1), **arrowprops)
else:
self.arrow_patch = None
# Must come last, as some kwargs may be propagated to arrow_patch.
Text.__init__(self, x, y, text, **kwargs)
def contains(self, mouseevent):
if self._different_canvas(mouseevent):
return False, {}
contains, tinfo = Text.contains(self, mouseevent)
if self.arrow_patch is not None:
in_patch, _ = self.arrow_patch.contains(mouseevent)
contains = contains or in_patch
return contains, tinfo
@property
def xycoords(self):
return self._xycoords
@xycoords.setter
def xycoords(self, xycoords):
def is_offset(s):
return isinstance(s, str) and s.startswith("offset")
if (isinstance(xycoords, tuple) and any(map(is_offset, xycoords))
or is_offset(xycoords)):
raise ValueError("xycoords cannot be an offset coordinate")
self._xycoords = xycoords
@property
def xyann(self):
"""
The text position.
See also *xytext* in `.Annotation`.
"""
return self.get_position()
@xyann.setter
def xyann(self, xytext):
self.set_position(xytext)
def get_anncoords(self):
"""
Return the coordinate system to use for `.Annotation.xyann`.
See also *xycoords* in `.Annotation`.
"""
return self._textcoords
def set_anncoords(self, coords):
"""
Set the coordinate system to use for `.Annotation.xyann`.
See also *xycoords* in `.Annotation`.
"""
self._textcoords = coords
anncoords = property(get_anncoords, set_anncoords, doc="""
The coordinate system to use for `.Annotation.xyann`.""")
def set_figure(self, fig):
# docstring inherited
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 annotation text and the arrow patch.
"""
# generate transformation
self.set_transform(self._get_xy_transform(renderer, self.anncoords))
arrowprops = self.arrowprops
if arrowprops is None:
return
bbox = Text.get_window_extent(self, renderer)
arrow_end = x1, y1 = self._get_position_xy(renderer) # Annotated pos.
ms = arrowprops.get("mutation_scale", self.get_size())
self.arrow_patch.set_mutation_scale(ms)
if "arrowstyle" not in arrowprops:
# Approximately simulate the YAArrow.
shrink = arrowprops.get('shrink', 0.0)
width = arrowprops.get('width', 4)
headwidth = arrowprops.get('headwidth', 12)
headlength = arrowprops.get('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 corner of the text bbox closest to annotated point.
xpos = [(bbox.x0, 0), ((bbox.x0 + bbox.x1) / 2, 0.5), (bbox.x1, 1)]
ypos = [(bbox.y0, 0), ((bbox.y0 + bbox.y1) / 2, 0.5), (bbox.y1, 1)]
x, relposx = min(xpos, key=lambda v: abs(v[0] - x1))
y, relposy = min(ypos, key=lambda v: abs(v[0] - y1))
self._arrow_relpos = (relposx, relposy)
r = np.hypot(y - y1, x - x1)
shrink_pts = shrink * r / renderer.points_to_pixels(1)
self.arrow_patch.shrinkA = self.arrow_patch.shrinkB = shrink_pts
# adjust the starting point of the arrow relative to the textbox.
# TODO : Rotation needs to be accounted.
arrow_begin = bbox.p0 + bbox.size * self._arrow_relpos
# The arrow is drawn from arrow_begin to arrow_end. It will be first
# clipped by patchA and patchB. Then it will be shrunk by shrinkA and
# shrinkB (in points). If patchA is not set, self.bbox_patch is used.
self.arrow_patch.set_positions(arrow_begin, arrow_end)
if "patchA" in arrowprops:
patchA = arrowprops["patchA"]
elif self._bbox_patch:
patchA = self._bbox_patch
elif self.get_text() == "":
patchA = None
else:
pad = renderer.points_to_pixels(4)
patchA = Rectangle(
xy=(bbox.x0 - pad / 2, bbox.y0 - pad / 2),
width=bbox.width + pad, height=bbox.height + pad,
transform=IdentityTransform(), clip_on=False)
self.arrow_patch.set_patchA(patchA)
@artist.allow_rasterization
def draw(self, renderer):
# docstring inherited
if renderer is not None:
self._renderer = renderer
if not self.get_visible() or not self._check_xy(renderer):
return
# Update text positions before `Text.draw` would, so that the
# FancyArrowPatch is correctly positioned.
self.update_positions(renderer)
self.update_bbox_position_size(renderer)
if self.arrow_patch is not None: # FancyArrowPatch
if (self.arrow_patch.get_figure(root=False) is None and
(fig := self.get_figure(root=False)) is not None):
self.arrow_patch.set_figure(fig)
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):
# docstring inherited
# 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() or not self._check_xy(renderer):
return Bbox.unit()
if renderer is not None:
self._renderer = renderer
if self._renderer is None:
self._renderer = self.get_figure(root=True)._get_renderer()
if self._renderer is None:
raise RuntimeError('Cannot get window extent without 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)
def get_tightbbox(self, renderer=None):
# docstring inherited
if not self._check_xy(renderer):
return Bbox.null()
return super().get_tightbbox(renderer)
_docstring.interpd.register(Annotation=Annotation.__init__.__doc__)