manimcommunity / data /manim /mobject /opengl /opengl_point_cloud_mobject.py
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Migrated from GitHub
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from __future__ import annotations
__all__ = ["OpenGLPMobject", "OpenGLPGroup", "OpenGLPMPoint"]
from typing import TYPE_CHECKING
import moderngl
import numpy as np
from manim.constants import *
from manim.mobject.opengl.opengl_mobject import OpenGLMobject
from manim.utils.bezier import interpolate
from manim.utils.color import (
BLACK,
WHITE,
YELLOW,
ParsableManimColor,
color_gradient,
color_to_rgba,
)
from manim.utils.config_ops import _Uniforms
from manim.utils.iterables import resize_with_interpolation
if TYPE_CHECKING:
from typing_extensions import Self
from manim.typing import (
FloatRGBA_Array,
FloatRGBALike_Array,
Point3D_Array,
Point3DLike_Array,
)
__all__ = ["OpenGLPMobject", "OpenGLPGroup", "OpenGLPMPoint"]
class OpenGLPMobject(OpenGLMobject):
shader_folder = "true_dot"
# Scale for consistency with cairo units
OPENGL_POINT_RADIUS_SCALE_FACTOR = 0.01
shader_dtype = [
("point", np.float32, (3,)),
("color", np.float32, (4,)),
]
point_radius = _Uniforms()
def __init__(
self,
stroke_width: float = 2.0,
color: ParsableManimColor = YELLOW,
render_primitive: int = moderngl.POINTS,
**kwargs,
):
self.stroke_width = stroke_width
super().__init__(color=color, render_primitive=render_primitive, **kwargs)
self.point_radius = (
self.stroke_width * OpenGLPMobject.OPENGL_POINT_RADIUS_SCALE_FACTOR
)
def reset_points(self) -> Self:
self.rgbas: FloatRGBA_Array = np.zeros((1, 4))
self.points: Point3D_Array = np.zeros((0, 3))
return self
def get_array_attrs(self):
return ["points", "rgbas"]
def add_points(
self,
points: Point3DLike_Array,
rgbas: FloatRGBALike_Array | None = None,
color: ParsableManimColor | None = None,
opacity: float | None = None,
) -> Self:
"""Add points.
Points must be a Nx3 numpy array.
Rgbas must be a Nx4 numpy array if it is not None.
"""
if rgbas is None and color is None:
color = YELLOW
self.append_points(points)
# rgbas array will have been resized with points
if color is not None:
if opacity is None:
opacity = self.rgbas[-1, 3]
new_rgbas = np.repeat([color_to_rgba(color, opacity)], len(points), axis=0)
elif rgbas is not None:
new_rgbas = rgbas
elif len(rgbas) != len(points):
raise ValueError("points and rgbas must have same length")
self.rgbas = np.append(self.rgbas, new_rgbas, axis=0)
return self
def thin_out(self, factor=5):
"""Removes all but every nth point for n = factor"""
for mob in self.family_members_with_points():
num_points = mob.get_num_points()
def thin_func(num_points=num_points):
return np.arange(0, num_points, factor)
if len(mob.points) == len(mob.rgbas):
mob.set_rgba_array_direct(mob.rgbas[thin_func()])
mob.set_points(mob.points[thin_func()])
return self
def set_color_by_gradient(self, *colors):
self.rgbas = np.array(
list(map(color_to_rgba, color_gradient(*colors, self.get_num_points()))),
)
return self
def set_colors_by_radial_gradient(
self,
center=None,
radius=1,
inner_color=WHITE,
outer_color=BLACK,
):
start_rgba, end_rgba = list(map(color_to_rgba, [inner_color, outer_color]))
if center is None:
center = self.get_center()
for mob in self.family_members_with_points():
distances = np.abs(self.points - center)
alphas = np.linalg.norm(distances, axis=1) / radius
mob.rgbas = np.array(
np.array(
[interpolate(start_rgba, end_rgba, alpha) for alpha in alphas],
),
)
return self
def match_colors(self, pmobject):
self.rgbas[:] = resize_with_interpolation(pmobject.rgbas, self.get_num_points())
return self
def fade_to(self, color, alpha, family=True):
rgbas = interpolate(self.rgbas, color_to_rgba(color), alpha)
for mob in self.submobjects:
mob.fade_to(color, alpha, family)
self.set_rgba_array_direct(rgbas)
return self
def filter_out(self, condition):
for mob in self.family_members_with_points():
to_keep = ~np.apply_along_axis(condition, 1, mob.points)
for key in mob.data:
mob.data[key] = mob.data[key][to_keep]
return self
def sort_points(self, function=lambda p: p[0]):
"""function is any map from R^3 to R"""
for mob in self.family_members_with_points():
indices = np.argsort(np.apply_along_axis(function, 1, mob.points))
for key in mob.data:
mob.data[key] = mob.data[key][indices]
return self
def ingest_submobjects(self):
for key in self.data:
self.data[key] = np.vstack([sm.data[key] for sm in self.get_family()])
return self
def point_from_proportion(self, alpha):
index = alpha * (self.get_num_points() - 1)
return self.points[int(index)]
def pointwise_become_partial(self, pmobject, a, b):
lower_index = int(a * pmobject.get_num_points())
upper_index = int(b * pmobject.get_num_points())
for key in self.data:
self.data[key] = pmobject.data[key][lower_index:upper_index]
return self
def get_shader_data(self):
shader_data = np.zeros(len(self.points), dtype=self.shader_dtype)
self.read_data_to_shader(shader_data, "point", "points")
self.read_data_to_shader(shader_data, "color", "rgbas")
return shader_data
@staticmethod
def get_mobject_type_class():
return OpenGLPMobject
class OpenGLPGroup(OpenGLPMobject):
def __init__(self, *pmobs, **kwargs):
if not all(isinstance(m, OpenGLPMobject) for m in pmobs):
raise Exception("All submobjects must be of type OpenglPMObject")
super().__init__(**kwargs)
self.add(*pmobs)
def fade_to(self, color, alpha, family=True):
if family:
for mob in self.submobjects:
mob.fade_to(color, alpha, family)
class OpenGLPMPoint(OpenGLPMobject):
def __init__(self, location=ORIGIN, stroke_width=4.0, **kwargs):
self.location = location
super().__init__(stroke_width=stroke_width, **kwargs)
def init_points(self):
self.points = np.array([self.location], dtype=np.float32)