用Python绘制Highcharts图

我正在使用一个名为 justpy 的新 Python Web 框架，它允许您仅使用 Python 构建 Web 应用程序的后端和前端。该框架还与 javascript Highcharts 库集成。以下是构建包含 Highcharts 图的 Web 应用程序的方法：

import justpy as jp
import pandas as pd


wm = pd.read_csv('https://elimintz.github.io/women_majors.csv').round(2)
# Create list of majors which start under 20% women students
wm_under_20 = list(wm.loc[0, wm.loc[0] < 20].index)

def women_majors():
    wp = jp.WebPage()
    wm.jp.plot(0, wm_under_20, kind='spline', a=wp, title='The gender gap is transitory - even for extreme cases',
               subtitle='Percentage of Bachelors conferred to women form 1970 to 2011 in the US for extreme cases where the percentage was less than 20% in 1970',
                classes='m-2 p-2 w-3/4')
    return wp

jp.justpy(women_majors)

这将在 localhost:8000 上加载 webapp：

我现在想弄清楚如何只显示 Highcharts 图，而不必构建 Web 应用程序。

如果我将上面的代码修改为：

import justpy as jp
import pandas as pd


wm = pd.read_csv('https://elimintz.github.io/women_majors.csv').round(2)
# Create list of majors which start under 20% women students
wm_under_20 = list(wm.loc[0, wm.loc[0] < 20].index)

fig = wm.jp.plot(0, wm_under_20, kind='spline', title='The gender gap is transitory - even for extreme cases',
               subtitle='Percentage of Bachelors conferred to women form 1970 to 2011 in the US for extreme cases where the percentage was less than 20% in 1970',
                classes='m-2 p-2 w-3/4')
print(fig)

这将返回以下输出：

 HighCharts(id: 1, vue_type: chart, chart options: {'series': [{'data': [4.23,...

如何使用 HighCharts 对象制作图像文件（或在 Jupyter 笔记本中显示绘图）而无需构建 Web 应用程序？