是否可以通过Matplotlib显示文本框,显示自动换行符?通过使用pyplot.text()
,我只能打印超出窗口边界的多行文本,这很烦人。线条的大小事先不知道......任何想法都会非常感激!
答案 0 :(得分:113)
此答案的内容已合并到https://github.com/matplotlib/matplotlib/pull/4342的mpl master中,并将在下一个功能发布中。
这应该(i.m.o.)是matplotlib内置的东西,但事实并非如此。邮件列表上有一些threads about it,但我找不到自动文本换行的解决方案。
因此,首先,在matplotlib中绘制之前,无法确定渲染文本字符串的大小(以像素为单位)。这不是一个大问题,因为我们可以绘制它,获取大小,然后重绘已包装的文本。 (这很贵,但不是太糟糕)
下一个问题是字符没有固定宽度(以像素为单位),因此将文本字符串包装到给定数量的字符时,不一定会在呈现时反映给定的宽度。但这不是一个大问题。
除此之外,我们不能只做一次......否则,它会在第一次(例如在屏幕上)时被正确包裹,但如果再次绘制则不会(当图形调整大小时或保存为具有与屏幕不同的DPI的图像)。这不是一个大问题,因为我们可以将回调函数连接到matplotlib绘制事件。
无论如何,这种解决方案并不完美,但它应该适用于大多数情况。我不会尝试考虑tex-rendered字符串,任何拉伸字体或具有不寻常宽高比的字体。但是,它现在应该正确处理旋转的文本。
然而,它应该尝试自动地将多个子图中的任何文本对象包装在你将on_draw
回调连接到的任何数字中......在许多情况下它将是不完美的,但它做得不错。
import matplotlib.pyplot as plt
def main():
fig = plt.figure()
plt.axis([0, 10, 0, 10])
t = "This is a really long string that I'd rather have wrapped so that it"\
" doesn't go outside of the figure, but if it's long enough it will go"\
" off the top or bottom!"
plt.text(4, 1, t, ha='left', rotation=15)
plt.text(5, 3.5, t, ha='right', rotation=-15)
plt.text(5, 10, t, fontsize=18, ha='center', va='top')
plt.text(3, 0, t, family='serif', style='italic', ha='right')
plt.title("This is a really long title that I want to have wrapped so it"\
" does not go outside the figure boundaries", ha='center')
# Now make the text auto-wrap...
fig.canvas.mpl_connect('draw_event', on_draw)
plt.show()
def on_draw(event):
"""Auto-wraps all text objects in a figure at draw-time"""
import matplotlib as mpl
fig = event.canvas.figure
# Cycle through all artists in all the axes in the figure
for ax in fig.axes:
for artist in ax.get_children():
# If it's a text artist, wrap it...
if isinstance(artist, mpl.text.Text):
autowrap_text(artist, event.renderer)
# Temporarily disconnect any callbacks to the draw event...
# (To avoid recursion)
func_handles = fig.canvas.callbacks.callbacks[event.name]
fig.canvas.callbacks.callbacks[event.name] = {}
# Re-draw the figure..
fig.canvas.draw()
# Reset the draw event callbacks
fig.canvas.callbacks.callbacks[event.name] = func_handles
def autowrap_text(textobj, renderer):
"""Wraps the given matplotlib text object so that it exceed the boundaries
of the axis it is plotted in."""
import textwrap
# Get the starting position of the text in pixels...
x0, y0 = textobj.get_transform().transform(textobj.get_position())
# Get the extents of the current axis in pixels...
clip = textobj.get_axes().get_window_extent()
# Set the text to rotate about the left edge (doesn't make sense otherwise)
textobj.set_rotation_mode('anchor')
# Get the amount of space in the direction of rotation to the left and
# right of x0, y0 (left and right are relative to the rotation, as well)
rotation = textobj.get_rotation()
right_space = min_dist_inside((x0, y0), rotation, clip)
left_space = min_dist_inside((x0, y0), rotation - 180, clip)
# Use either the left or right distance depending on the horiz alignment.
alignment = textobj.get_horizontalalignment()
if alignment is 'left':
new_width = right_space
elif alignment is 'right':
new_width = left_space
else:
new_width = 2 * min(left_space, right_space)
# Estimate the width of the new size in characters...
aspect_ratio = 0.5 # This varies with the font!!
fontsize = textobj.get_size()
pixels_per_char = aspect_ratio * renderer.points_to_pixels(fontsize)
# If wrap_width is < 1, just make it 1 character
wrap_width = max(1, new_width // pixels_per_char)
try:
wrapped_text = textwrap.fill(textobj.get_text(), wrap_width)
except TypeError:
# This appears to be a single word
wrapped_text = textobj.get_text()
textobj.set_text(wrapped_text)
def min_dist_inside(point, rotation, box):
"""Gets the space in a given direction from "point" to the boundaries of
"box" (where box is an object with x0, y0, x1, & y1 attributes, point is a
tuple of x,y, and rotation is the angle in degrees)"""
from math import sin, cos, radians
x0, y0 = point
rotation = radians(rotation)
distances = []
threshold = 0.0001
if cos(rotation) > threshold:
# Intersects the right axis
distances.append((box.x1 - x0) / cos(rotation))
if cos(rotation) < -threshold:
# Intersects the left axis
distances.append((box.x0 - x0) / cos(rotation))
if sin(rotation) > threshold:
# Intersects the top axis
distances.append((box.y1 - y0) / sin(rotation))
if sin(rotation) < -threshold:
# Intersects the bottom axis
distances.append((box.y0 - y0) / sin(rotation))
return min(distances)
if __name__ == '__main__':
main()
答案 1 :(得分:6)
在创建文本框时设置wrap = True
,如下例所示。这可能会产生预期的效果。
plt.text(5, 5, t, ha='right', rotation=-15, wrap=True)
答案 2 :(得分:5)
它已经大概五年了,但似乎仍然没有一个很好的方法来做到这一点。这是我接受的解决方案的版本。我的目标是允许像素完美包装有选择地应用于单个文本实例。我还创建了一个简单的textBox()函数,它将任意轴转换为具有自定义边距和对齐的文本框。
我实际上不是假设特定的字体宽高比或平均宽度,而是一次一个字地绘制字符串,并在达到阈值时插入换行符。与近似相比,这是非常缓慢的,但对于<200字的字符串仍然感觉非常活泼。
# Text Wrapping
# Defines wrapText which will attach an event to a given mpl.text object,
# wrapping it within the parent axes object. Also defines a the convenience
# function textBox() which effectively converts an axes to a text box.
def wrapText(text, margin=4):
""" Attaches an on-draw event to a given mpl.text object which will
automatically wrap its string wthin the parent axes object.
The margin argument controls the gap between the text and axes frame
in points.
"""
ax = text.get_axes()
margin = margin / 72 * ax.figure.get_dpi()
def _wrap(event):
"""Wraps text within its parent axes."""
def _width(s):
"""Gets the length of a string in pixels."""
text.set_text(s)
return text.get_window_extent().width
# Find available space
clip = ax.get_window_extent()
x0, y0 = text.get_transform().transform(text.get_position())
if text.get_horizontalalignment() == 'left':
width = clip.x1 - x0 - margin
elif text.get_horizontalalignment() == 'right':
width = x0 - clip.x0 - margin
else:
width = (min(clip.x1 - x0, x0 - clip.x0) - margin) * 2
# Wrap the text string
words = [''] + _splitText(text.get_text())[::-1]
wrapped = []
line = words.pop()
while words:
line = line if line else words.pop()
lastLine = line
while _width(line) <= width:
if words:
lastLine = line
line += words.pop()
# Add in any whitespace since it will not affect redraw width
while words and (words[-1].strip() == ''):
line += words.pop()
else:
lastLine = line
break
wrapped.append(lastLine)
line = line[len(lastLine):]
if not words and line:
wrapped.append(line)
text.set_text('\n'.join(wrapped))
# Draw wrapped string after disabling events to prevent recursion
handles = ax.figure.canvas.callbacks.callbacks[event.name]
ax.figure.canvas.callbacks.callbacks[event.name] = {}
ax.figure.canvas.draw()
ax.figure.canvas.callbacks.callbacks[event.name] = handles
ax.figure.canvas.mpl_connect('draw_event', _wrap)
def _splitText(text):
""" Splits a string into its underlying chucks for wordwrapping. This
mostly relies on the textwrap library but has some additional logic to
avoid splitting latex/mathtext segments.
"""
import textwrap
import re
math_re = re.compile(r'(?<!\\)\$')
textWrapper = textwrap.TextWrapper()
if len(math_re.findall(text)) <= 1:
return textWrapper._split(text)
else:
chunks = []
for n, segment in enumerate(math_re.split(text)):
if segment and (n % 2):
# Mathtext
chunks.append('${}$'.format(segment))
else:
chunks += textWrapper._split(segment)
return chunks
def textBox(text, axes, ha='left', fontsize=12, margin=None, frame=True, **kwargs):
""" Converts an axes to a text box by removing its ticks and creating a
wrapped annotation.
"""
if margin is None:
margin = 6 if frame else 0
axes.set_xticks([])
axes.set_yticks([])
axes.set_frame_on(frame)
an = axes.annotate(text, fontsize=fontsize, xy=({'left':0, 'right':1, 'center':0.5}[ha], 1), ha=ha, va='top',
xytext=(margin, -margin), xycoords='axes fraction', textcoords='offset points', **kwargs)
wrapText(an, margin=margin)
return an
用法:
ax = plot.plt.figure(figsize=(6, 6)).add_subplot(111)
an = ax.annotate(t, fontsize=12, xy=(0.5, 1), ha='center', va='top', xytext=(0, -6),
xycoords='axes fraction', textcoords='offset points')
wrapText(an)
我删除了一些对我来说不重要的功能。调整大小将失败,因为每次调用_wrap()都会在字符串中插入其他换行但无法删除它们。这可以通过剥离_wrap函数中的所有\ n字符,或者将原始字符串存储在某处并在包装之间“重置”文本实例来解决。