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Graph data

Sigma.js utilizes a specific data model to represent and display graphs. This section provides an overview of the core attributes and functionalities related to nodes and edges in sigma.js.

Graph model: Graphology​

Sigma.js uses graphology as its underlying graph model. Graphology offers a very large standard library of graph algorithms and data structures. It also provides a powerful API for developers to interact with graphs.

Node attributes​

Nodes in sigma.js have several recognized attributes that determine their appearance and behavior:

  • x, y: These attributes determine the position of the node on the canvas. They are typically set using layout algorithms but can also be manually specified.

  • type: This attribute is linked to a renderer. It defines the visual representation of the node, such as 'circle', 'square', etc.

  • size: Represents the radius of the node. A larger value will render a bigger node.

  • color: Represents the color of the node, as a string. It handles hexadecimal values ("#e22653" for instance) and CSS named colors ("deeppink" for instance).

  • label: The text displayed near the node, typically representing its name or identifier.

Additional node attributes​

  • hidden: A boolean attribute. If set to true, the node will not be displayed.

  • forceLabel: When set to true, the node's label will always be displayed, regardless of zoom level or other conditions.

  • zIndex: Determines the display order of nodes. Nodes with higher zIndex values will be drawn on top of nodes with lower zIndex values. Note: The zIndex attribute only works when the setting zIndex is set to true.

Edge attributes​

Edges have their own set of attributes:

  • size: Represents the thickness of the edge. A larger value will render a thicker edge.

  • color: Represents the color of the node, as a string.

  • label: The text displayed near the edge, typically representing its weight or type.

Additional edge attributes​

  • hidden: A boolean attribute. If set to true, the edge will not be displayed.

  • forceLabel: When set to true, the edge's label will always be displayed, regardless of zoom level or other conditions.

  • zIndex: Determines the display order of edges. Edges with higher zIndex values will be drawn on top of edges with lower zIndex values. Note: The zIndex attribute only works when the setting zIndex is set to true, and also edges can never be drawn on top of nodes, regardless of their zIndex values.

Dynamic attribute transformation: reducers​

Sigma.js offers a powerful feature that allows developers to dynamically transform node and edge attributes right before rendering. This is achieved using nodeReducer and edgeReducer.

These are functions provided in the settings. They take a node or edge as input and return a new set of attributes for that node or edge. This allows for dynamic visual transformations without modifying the underlying graphology instance.

For instance, if developers want to highlight a specific part of the graph, they can use reducers to change the size or color of specific nodes and edges without altering the original graph data.

sigma.setSetting("nodeReducer", (node) => {
  if (node.id === "specialNode") {
    return {
      ...node,
      size: 10,
      color: "#ff0000",
    };
  }
  return node;
});

In the example above, the nodeReducer checks if a node has an id of 'specialNode'. If it does, it changes its size and color. This transformation will be applied right before rendering, ensuring that the 'specialNode' stands out in the visualization.