Example of Jupyter d3.js integration

example_jupyter_d3_integration.py

import pandas as pd

from thoth.lab.utils import str_join
from thoth.lab.viz import init_notebook_mode, plot

init_notebook_mode()

df = pd.DataFrame([
    {'name': "root",},
    {'name': "tensorflow", 'parent': "root", 'package_version': '1.4.0'},
    {'name': "tensorflow", 'parent': "root", 'package_version': '1.5.0'},
    {'name': "numpy", 'parent': "tensorflow", 'parent_version': '1.4.0', 'package_version': '1.0.0'},
    {'name': "numpy", 'parent': "tensorflow", 'parent_version': '1.4.0', 'package_version': '1.1.0'},
    {'name': "numpy", 'parent': "tensorflow", 'parent_version': '1.5.0', 'package_version': '1.2.0'},
])

df['source'] = str_join(df, ['parent', 'parent_version'], '==')
df['target'] = str_join(df, ['name', 'package_version'], '==')

plot(df)