我正在用Python中的Matplotlib做一些3D表面绘图,并注意到了一个恼人的现象。根据我如何设置视点(相机位置),垂直(z)轴在左侧和右侧之间移动。这里有两个例子:Example 1, Axis left,Example 2, Axis right。第一个示例具有ax.view_init(25,-135),而第二个示例具有ax.view_init(25,-45)。
我想保持视点不变(查看数据的最佳方式)。有没有办法迫使轴移动到一边或另一边?
发布于 2014-08-01 23:15:23
我需要一些类似的东西:在两边画z轴。感谢@crayzeewulf的回答,我得到了以下变通方法(左侧、右侧或两侧):

首先根据需要绘制3d图形,然后在调用show()之前,用一个简单覆盖draw()方法的包装器类包装Axes3D。
包装器类调用简单地将某些特征的可见性设置为False,它绘制自己,并最终绘制带有修改平面的zaxis。此包装器类允许您在左侧、右侧或两侧绘制z轴。
import matplotlib
matplotlib.use('QT4Agg')
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d import axes3d
class MyAxes3D(axes3d.Axes3D):
def __init__(self, baseObject, sides_to_draw):
self.__class__ = type(baseObject.__class__.__name__,
(self.__class__, baseObject.__class__),
{})
self.__dict__ = baseObject.__dict__
self.sides_to_draw = list(sides_to_draw)
self.mouse_init()
def set_some_features_visibility(self, visible):
for t in self.w_zaxis.get_ticklines() + self.w_zaxis.get_ticklabels():
t.set_visible(visible)
self.w_zaxis.line.set_visible(visible)
self.w_zaxis.pane.set_visible(visible)
self.w_zaxis.label.set_visible(visible)
def draw(self, renderer):
# set visibility of some features False
self.set_some_features_visibility(False)
# draw the axes
super(MyAxes3D, self).draw(renderer)
# set visibility of some features True.
# This could be adapted to set your features to desired visibility,
# e.g. storing the previous values and restoring the values
self.set_some_features_visibility(True)
zaxis = self.zaxis
draw_grid_old = zaxis.axes._draw_grid
# disable draw grid
zaxis.axes._draw_grid = False
tmp_planes = zaxis._PLANES
if 'l' in self.sides_to_draw :
# draw zaxis on the left side
zaxis._PLANES = (tmp_planes[2], tmp_planes[3],
tmp_planes[0], tmp_planes[1],
tmp_planes[4], tmp_planes[5])
zaxis.draw(renderer)
if 'r' in self.sides_to_draw :
# draw zaxis on the right side
zaxis._PLANES = (tmp_planes[3], tmp_planes[2],
tmp_planes[1], tmp_planes[0],
tmp_planes[4], tmp_planes[5])
zaxis.draw(renderer)
zaxis._PLANES = tmp_planes
# disable draw grid
zaxis.axes._draw_grid = draw_grid_old
def example_surface(ax):
""" draw an example surface. code borrowed from http://matplotlib.org/examples/mplot3d/surface3d_demo.html """
from matplotlib import cm
import numpy as np
X = np.arange(-5, 5, 0.25)
Y = np.arange(-5, 5, 0.25)
X, Y = np.meshgrid(X, Y)
R = np.sqrt(X**2 + Y**2)
Z = np.sin(R)
surf = ax.plot_surface(X, Y, Z, rstride=1, cstride=1, cmap=cm.coolwarm, linewidth=0, antialiased=False)
if __name__ == '__main__':
fig = plt.figure(figsize=(15, 5))
ax = fig.add_subplot(131, projection='3d')
ax.set_title('z-axis left side')
ax = fig.add_axes(MyAxes3D(ax, 'l'))
example_surface(ax) # draw an example surface
ax = fig.add_subplot(132, projection='3d')
ax.set_title('z-axis both sides')
ax = fig.add_axes(MyAxes3D(ax, 'lr'))
example_surface(ax) # draw an example surface
ax = fig.add_subplot(133, projection='3d')
ax.set_title('z-axis right side')
ax = fig.add_axes(MyAxes3D(ax, 'r'))
example_surface(ax) # draw an example surface
plt.show()发布于 2013-02-24 12:24:15
正如OP在下面的评论中指出的那样,下面建议的方法没有对原始问题提供充分的答案。
正如this笔记中提到的,axis3d中有许多硬编码的值,这使得自定义其行为变得困难。因此,我不认为在当前的API中有一个好的方法来做到这一点。您可以通过修改zaxis的_PLANES参数来“黑”它,如下所示:
tmp_planes = ax.zaxis._PLANES
ax.zaxis._PLANES = ( tmp_planes[2], tmp_planes[3],
tmp_planes[0], tmp_planes[1],
tmp_planes[4], tmp_planes[5])
view_1 = (25, -135)
view_2 = (25, -45)
init_view = view_2
ax.view_init(*init_view)现在,无论您如何旋转图形,z轴都将始终位于图形的左侧(只要正z方向指向上方)。但是,x轴和y轴将继续翻转。您可以使用_PLANES,也许能够获得所有轴的所需行为,但这可能会在未来的matplotlib版本中中断。
https://stackoverflow.com/questions/15042129
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