graph_widget 0.1.4

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graph_widget

An anywidget implementation of force-graph (https://github.com/vasturiano/force-graph). It includes a brush (Cmd-drag).

Installation

pip install graph_widget

or with uv:

uv add graph_widget

Example

An example marimo script (available as example.py => run with uv run marimo edit example.py):

import graph_widget
import pandas as pd
import json
import requests

url = "https://raw.githubusercontent.com/observablehq/sample-datasets/refs/heads/main/miserables.json"
response = requests.get(url)
data = response.json()

repulsion_slider = mo.ui.slider(
    start=-100, stop=500, step=10, value=1, debounce=False, label="Repulsion"
)
node_scale_slider = mo.ui.slider(
    start=1, stop=20, step=1, value=3, debounce=True, label="Node scale"
)
colour_feature_dropdown = mo.ui.dropdown(
    options=list(data["nodes"][3].keys()), value="kind", label="Colour by"
)
colour_scale_type_radio = mo.ui.radio(options=["diverging", "sequential"], value="diverging", label="Colour scale type")

data_graph = mo.ui.anywidget(
    graph_widget.ForceGraphWidget(
        data=data,
        repulsion=2,
        node_scale=2,
        colour_feature="",
        colour_scale_type=""
    )
)

data_graph.repulsion = repulsion_slider.value
data_graph.node_scale = node_scale_slider.value
data_graph.colour_feature = colour_feature_dropdown.value
data_graph.colour_scale_type= colour_scale_type_radio.value

mo.hstack([data_graph,
    mo.vstack([
        repulsion_slider,
        node_scale_slider,
        colour_feature_dropdown,
        colour_scale_type_radio])], justify="start")

selected = data_graph.selected_ids

Arguments

• repulsion
• node_scale
• colour_feature
• colour_scale_type: can be empty string, or "diverging"

Development

We recommend using uv for development. It will automatically manage virtual environments and dependencies for you.

uv run marimo edit example.py

Changes made in src/graph_widget/static/ will be reflected in the notebook.