python - 如何使用Plotly绘制多个饼图圆圈？

Question

如何绘制这样的图表？

输入 x=np.array([])、y=np.array([])、a、b 参数，绘制饼图。例如图中:

x = [1,2,3,4] 
y = [1,2,3,4]
ab = [[1,1], [1,2], [3,7], [15,2]]

有一个类似的答案here .

但此解决方案不允许您添加悬停文本。

Answer 1

结合使用链接方法 go.scatter给出以下结果:

颜色和图例需要自定义，但总体思路应该适合您的需求。

import numpy as np
from numpy import pi, sin, cos
import plotly.graph_objects as go


def degree2rad(degrees):
    return degrees * pi / 180


def disk_part(center, radius, start_angle, end_angle, n_points=50):
    t = np.linspace(degree2rad(start_angle), degree2rad(end_angle), n_points)
    x = center[0] + radius * cos(t)
    y = center[1] + radius * sin(t)
    return np.append(x, (center[0], x[0])), np.append(y, (center[1], y[0]))


x_points = [1, 2, 3, 4]
y_points = [1, 2, 3, 4]
ab = [[1, 1], [1, 2], [3, 7], [15, 2]]
radius = 0.4
colors = ["yellow", "red"]

fig = go.Figure()

for x, y, (a, b) in zip(x_points, y_points, ab):
    ratio = a / (a + b)
    for start_angle, end_angle, color in zip(
        (0, 360 * ratio), (360 * ratio, 360), colors
    ):
        x_disk, y_disk = disk_part([x, y], radius, start_angle, end_angle)
        fig.add_trace(
            go.Scatter(
                x=x_disk,
                y=y_disk,
                fill="toself",
                fillcolor=color,
                line={"color": color},
                name=f"{(end_angle-start_angle)/360 * 100:.1f}%",
            )
        )

fig.update_yaxes(scaleanchor="x", scaleratio=1)
fig.show()