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Cosmograph Jupyter Widget
This Jupyter widget integrates the @cosmograph/cosmograph library, enabling interactive visualizations of complex graphs directly within Jupyter notebooks. Built using the Anywidget framework.
Installation
To install the Cosmograph Jupyter widget, run the following command:
pip install cosmograph_widget
Basic Example
Here is a simple example of how to use the Cosmograph Jupyter widget:
from cosmograph_widget import Cosmograph
import pandas as pd
# Define the points of the graph
points = pd.DataFrame([
{ 'index': 0, 'id': '1', 'color': '#88C6FF' },
{ 'index': 1, 'id': '2', 'color': '#FF99D2' },
{ 'index': 2, 'id': '3', 'color': '#E3116C' },
])
# Define the links of the graph
links = pd.DataFrame([
{ 'sourceidx': 0, 'source': '1', 'targetidx': 1, 'target': '2' },
{ 'sourceidx': 0, 'source': '1', 'targetidx': 2, 'target': '3' },
{ 'sourceidx': 1, 'source': '2', 'targetidx': 2, 'target': '3' },
])
# Initialize the Cosmograph widget
cosmo = Cosmograph(points=points, links=links,
point_id='id',
point_index='index',
point_color='color',
link_source='source',
link_source_index='sourceidx',
link_target='target',
link_target_index='targetidx',
)
# Display the widget
display(cosmo)
Configuration and Customization
The Cosmograph widget offers extensive configuration options to customize its appearance and behavior. For more detailed configuration options, please refer to the @cosmograph/cosmograph documentation.
Development installation
Create a virtual environment and and install cosmograph_widget in editable mode with the optional development dependencies:
python -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
You then need to install the JavaScript dependencies and run the development server.
npm install
npm run dev
Open example.ipynb in JupyterLab, VS Code, or your favorite editor
to start developing. Changes made in js/ will be reflected
in the notebook.
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