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An interactive graphviz viewer for Dash

Project description

Dash Interactive Graphviz

Dash Interactive Graphviz renders the graphviz or dot language in a a dash component.

Graphviz is open source graph visualization software. Graph visualization is a way of representing structural information as diagrams of abstract graphs and networks. It has important applications in networking, bioinformatics, software engineering, database and web design, machine learning, and in visual interfaces for other technical domains.

It supports:

  • Displaying graphviz sources as a graph
  • Rendering is fully client side
  • Zooming and Panning around the graph (With a reset)
  • Selecting nodes
  • Animation between different graphs

Usage

You can install with pip (or anything else)

pip install dash_interactive_graphviz

Usage is simple, below shows how to instantiate the component on its own.

import dash_interactive_graphviz

dot_source = """
digraph  {
  node[style="filled"]
  a ->b->d
  a->c->d
}
"""

dash_interactive_graphviz.DashInteractiveGraphviz(
    id="graph",
    dot_source=dot_source
)

When a node is clicked the selected property will change, this allows you to change elements of your Dash app when a node is selected. For example:

@app.callback(
    Output( ..., ... ),
    [Input('graph', 'selected')]
)
def change_my_view(selected):
    # Do something with selected

Often you may want to update the dot_source based on the selected node. This is supported by Dash. You can see a more complex example in usage.py.

Behaviour

The following behaviors are enabled:

  • When the dot_source is changed the graph will smoothly animate between the two states.
  • You can click and drag the graph around
  • You can zoom in and out with the scroll wheel
  • You can reset the graph position and zoom by clicking the reset icon in teh top right corner
  • The graph pane will size to whet ever it's parents size is, the graph will re-render but the re-render is debounced so as not to overload the browser.
  • You can select a node which will fire an update to any dash callbacks that are connected.

Project details


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Files for dash-interactive-graphviz, version 0.0.3
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