pyvista是可视化工具包(vtk)的一个帮助模块,它接受 通过numpy和直接阵列实现vtk接口的不同方法进入。
pyvista中,mesh可以表示面,也可以表示体素。
pyvista里面的所有数据都有节点(node),节点是网格的顶点,由XYZ坐标表示,即使是二维数据也是要有XYZ坐标。
https://docs.pyvista.org/
pyvista.Plotter
class Plotter(*args, **kwargs)
参数:
- off_screen:bool, optional
- notebook:bool, optional
- shape:list or tuple, optional
- border:bool, optional
- border_color:color_like, optional。color=‘white’,color=‘w’,color=[1.0, 1.0, 1.0],color=[1.0, 1.0, 1.0]
- window_size:list, optional
- multi_samples:int, optional
- line_smoothing:bool, optional
- polygon_smoothing:bool, optional
- lighting:str, optional
- theme:pyvista.themes.DefaultTheme
import pyvista
from pyvista import examples
mesh = examples.load_hexbeam()
another_mesh = examples.load_uniform()
plotter = pyvista.Plotter()
actor = plotter.add_mesh(mesh, color='red')
actor = plotter.add_mesh(another_mesh, color='blue')
plotter.show()

Plotter.add_mesh()
Plotter.add_mesh(mesh,
color=None,
style=None,
scalars=None,
clim=None,
show_edges=None,
edge_color=None,
point_size=5.0,
line_width=None,
opacity=1.0,
flip_scalars=False,
lighting=None,
n_colors=256,
interpolate_before_map=True,
cmap=None,
label=None,
reset_camera=None,
scalar_bar_args=None,
show_scalar_bar=None,
multi_colors=False,
name=None,
texture=None,
render_points_as_spheres=None,
render_lines_as_tubes=False,
smooth_shading=None,
split_sharp_edges=None,
ambient=0.0,
diffuse=1.0,
specular=0.0,
specular_power=100.0,
nan_color=None,
nan_opacity=1.0,
culling=None,
rgb=None,
categories=False,
silhouette=False,
use_transparency=False,
below_color=None,
above_color=None,
annotations=None,
pickable=True,
preference='point',
log_scale=False,
pbr=False,
metallic=0.0,
roughness=0.5,
render=True,
component=None,
copy_mesh=False, **kwargs)
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参数:
- mesh
- color:color_like, optional, defaults to white。example: color=‘white’, color=‘w’, color=[1.0, 1.0, 1.0], or color=‘#FFFFFF’。
- style:str, optional。style=‘surface’, style=‘wireframe’, style=‘points’.默认为’surface’
- scalars:str or numpy.ndarray, optional
- clim:2 item list, optional
- show_edges:bool, optional
- edge_color:color_like, optional, defaults to black
- point_size:float, optional。默认5.0。
- line_width:float, optional
- opacity:float, str, array_like
- flip_scalars:bool, optional
- lighting:bool, optional。默认False。
- n_colors:int, optional
- interpolate_before_map:bool, optional。默认True。
- cmap:str, list, optional
- label:str, optional
- reset_camera:bool, optional
- scalar_bar_args:dict, optional
- show_scalar_bar:bool
- multi_colors:bool, optional
- name:str, optional
- texture:vtk.vtkTexture or np.ndarray or bool or str, optional
- render_points_as_spheres:bool, optional
- render_lines_as_tubes:bool, optional
- smooth_shading:bool, optional
- split_sharp_edges:bool, optional
- ambient:float, optional
- diffuse:float, optional
- specular:float, optional
- specular_power:float, optional
- nan_color:color_like, optional, defaults to gray
- nan_opacity:float, optional
- culling:str, optional
- rgb:bool, optional
- categories:bool, optional
- silhouette:dict, bool, optional
- use_transparency:bool, optional
- below_color:color_like, optional
- above_color:color_like, optional
- annotations:dict, optional
- pickable:bool, optional
- preference:str, optional
- log_scale:bool, optional
- pbr:bool, optional
- metallic:float, optional
- roughness:float, optional
- render:bool, optional
- component:int, optional
- copy_mesh:bool, optional
- **kwargs:dict, optional
import pyvista
sphere = pyvista.Sphere()
sphere['Data'] = sphere.points[:, 2]
plotter = pyvista.Plotter()
_ = plotter.add_mesh(sphere,
scalar_bar_args={'title': 'Z Position'})
plotter.show()

add_point_labels
Plotter.add_point_labels(points,
labels,
italic=False,
bold=True,
font_size=None,
text_color=None,
font_family=None,
shadow=False,
show_points=True,
point_color=None,
point_size=5,
name=None,
shape_color='grey',
shape='rounded_rect',
fill_shape=True,
margin=3,
shape_opacity=1.0,
pickable=False,
render_points_as_spheres=False,
tolerance=0.001,
reset_camera=None,
always_visible=False,
render=True)
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参数:
- points:sequence or pyvista.DataSet
- labels:list or str
- italic:bool, optional。Default False。
- bold:bool, optional。Default True。
- font_size:float, optional。Defaults to 16.。
- text_color:color_like, optional。text_color=‘white’,text_color=‘w’,text_color=[1.0, 1.0, 1.0],text_color=‘#FFFFFF’
- font_family:str, optional。‘courier’, ‘times’,'arial.
- shadow:bool, optional。Default False。
- show_points:bool, optional。Default True。
- point_color:color_like, optional。
- point_size:float, optional
- name:str, optional
- shape_color:color_like, optional
- shape:str, optional。‘rect’,‘rounded_rect’,None.
- fill_shape:bool, optional
- margin:int, optional
- shape_opacity:float, optional。 [0, 1].
- pickable:bool, optional
- render_points_as_spheres:bool, optional
- tolerance:float, optional
- reset_camera:bool, optional
- always_visible:bool, optional
- render:bool, optional