React Flow

React Flow is a library for building node-based graphs. You can easily implement custom node types and it comes with components like a mini-map and graph controls. Feel free to check out the examples or read the blog post to get started.

• Key Features
• Installation
• Usage
• ReactFlow Component Prop Types
• Nodes
  • Options
  • Node Types & Custom Nodes
  • Handle Component
• Edges
  • Options
  • Edge Types & Custom Edges
• Components
  • Background
  • Minimap
  • Controls
  • ReactFlowProvider
• Styling
• Helper Functions
• Access Internal State
• Examples
• Development
• Testing

Key Features

• Easy to use: Seamless zooming & panning behaviour and single and multi-selections of elements
• Customizable: Different node and edge types and support for custom nodes with multiple handles and edges
• Fast rendering: Only nodes that have changed are re-rendered and only those that are in the viewport are displayed
• Utils: Snap-to-grid, background styles and graph helper functions
• Components: Background, Minimap and graph controls
• Reliable: Written in Typescript and tested with cypress

In order to make this library as flexible as possible we don’t do any state updates besides the positions. This means that you need to pass the functions to remove an element or connect nodes by yourself. You can implement your own ones or use the helper functions that come with the library.

Installation

npm install react-flow-renderer

Usage

This is a very basic example of how to use React Flow. There are more advanced examples in the example folder.

import React from 'react';
import ReactFlow from 'react-flow-renderer';

const elements = [
  { id: '1', data: { label: 'Node 1' }, position: { x: 250, y: 5 } },
  // you can also pass a React component as a label
  { id: '2', data: { label: <div>Node 2</div> }, position: { x: 100, y: 100 } },
  { id: 'e1-2', source: '1', target: '2', animated: true },
];

const BasicFlow = () => <ReactFlow elements={elements} />;

React Flow Component Prop Types

• elements: array of nodes and edges (required)
• onElementClick(element: Node | Edge): element click callback
• onElementsRemove(elements: Elements): element remove callback
• onNodeDragStart(node: Node): node drag start callback
• onNodeDragStop(node: Node): node drag stop callback
• onConnect({ source, target }): connect callback
• onLoad(reactFlowInstance): editor load callback
• onMove(): move callback
• onSelectionChange(elements: Elements): fired when element selection changes
• nodeTypes: object with node types
• edgeTypes: object with edge types
• style: css properties
• className: additional class name
• connectionLineType: connection line type = straight or bezier
• connectionLineStyle: connection style as svg attributes
• deleteKeyCode: default: 8 (delete)
• selectionKeyCode: default: 16 (shift)
• snapToGrid: default: false
• snapGrid: [x, y] array - default: [16, 16]
• onlyRenderVisibleNodes: default: true
• isInteractive: default: true. If the graph is not interactive you can't drag any nodes
• selectNodesOnDrag: default: true
• minZoom: default: 0.5
• maxZoom: default: 2
• defaultZoom: default: 1

React Flow Instance

You can receive a reactFlowInstance by using the onLoad callback:

import React from 'react';
import ReactFlow from 'react-flow-renderer';

const onLoad = (reactFlowInstance) => {
  reactFlowInstance.fitView();
}

const BasicFlow = () => <ReactFlow onLoad={onLoad} elements={[]} />;

reactFlowInstance has the following functions:

project

Transforms pixel coordinates to the internal React Flow coordinate system

project = (position: XYPosition): XYPosition

fitView

Fits view port so that all nodes are visible

fitView = ({ padding }): void

zoomIn

zoomIn = (): void

zoomOut

zoomOut = (): void

getElements

getElements = (): Elements

Nodes

There are three different node types (default, input, output) you can use. The node types differ in the number and types of handles. An input node has only a source handle, a default node has a source and a target and an output node has only a target handle. You create nodes by adding them to the elements array of the ReactFlow component.

Node example: { id: '1', type: 'input', data: { label: 'Node 1' }, position: { x: 250, y: 5 } }

Options

• id: string (required)
• position: { x: number, y: number } (required)
• data: {} (required if you are using a standard type, otherwise depends on your implementation)
• type: 'input' | 'output' | 'default' or a custom one you implemented
• style: css properties
• className: additional class name
• targetPosition: 'left' | 'right' | 'top' | 'bottom' handle position - default: 'top'
• sourcePosition: 'left' | 'right' | 'top' | 'bottom' handle position - default: 'bottom'

Node Types & Custom Nodes

The standard node types are input, default and output. The default node types object looks like this:

{
  input: InputNode,
  default: DefaultNode,
  output: OutputNode
}

The keys represent the type names and the values are the components that get rendered. If you want to introduce a new type you can pass a nodeTypes object to the ReactFlow component:

nodeTypes={{
  special: MyCustomNode
}}

You could now use the type special for a node. The default, input and output types would be still available except you overwrote one of them. There is an example of a custom node implementation in the custom node example.

Custom Node Props

Your custom nodes are wrapped so that the basic functions like dragging or selecting work. Custom nodes receive the following props:

• id: string
• data: object
• type: string
• selected: boolean
• sourcePosition: string
• targetPosition: string

Handle Component

We export a Handle component as a helper for your custom nodes:

import { Handle } from 'react-flow-renderer';

const targetHandleWithValidation = (
  <Handle
    type="target"
    position="left"
    isValidConnection={(connection) => connection.source === 'some-id'}
    onConnect={params => console.log('handle onConnect', params)}
    style={{ background: '#fff' }}
  />
);

Prop Types

• type: 'source' or 'target'
• id: string - you only need this when you have multiple source or target handles otherwise the node id is used
• position: 'left', 'right', 'top' or 'bottom' handle position - default: 'top' for type target, 'bottom' for type source
• onConnect: function that gets triggered on connect
• isValidConnection: function receives a connection { target: 'some-id', source: 'another-id' } as param, returns a boolean - default: true
• style: css properties
• className: additional class name

Validation

The handle receives the additional class names connecting when the connection line is above the handle and valid if the connection is valid. You can find an example which uses these classes here.

Multiple Handles

If you need multiple source or target handles you can achieve this by creating a custom node. Normally you just use the id of a node for the source or target of an edge. If you have multiple source or target handles you need to pass an id to these handles. These ids get then added to the node id, so that you can connect a specific handle. If you have a node with an id = 1 and a handle with an id = a you can connect this handle by using the id = 1__a. You can find an example of how to implement a custom node with multiple handles in the custom node example.

Edges

React Flow comes with three edge types (straight, default, step). As the names indicate, the edges differ in the representation. The default type is a bezier edge. You create edges by adding them to your elements array of the ReactFlow component.

Edge example: { id: 'e1-2', type: 'straight', source: '1', target: '2', animated: true, label: 'edge label' }

If you wanted to display this edge, you would need a node with id = 1 (source node) and one with id = 2 (target node).

Options

• id: string (required)
• source: string (an id of a node) (required)
• target: string (an id of a node) (required)
• type: 'input', 'output', 'default' or a custom one you implemented
• animated: boolean
• style: css properties for the edge line path
• label: string
• labelStyle: css properties for the text
• labelShowBg: boolean - default: true
• labelBgStyle: css properties for the text background

You can find an example with lots of different edges in the edges example.

Edge Types & Custom Edges

The basic edge types are straight, default and step. The default edgeTypes object looks like this:

{
  default: BezierEdge,
  straight: StraightEdge,
  step: StepEdge
}

The keys represent the type names and the values are the edge components. If you want to introduce a new edge type you can pass an edgeTypes object to the ReactFlow component:

edgeTypes={{
  special: MyCustomEdge
}}

Now you could use the new type special for an edge. The straight, default and step types would still be available unless you overwrote one of them. There is an implementation of a custom edge in the edges example.

Components

Background

React Flow comes with two background variants: dots and lines. You can use it by passing it as a children to the ReactFlow component:

import ReactFlow, { Background } from 'react-flow-renderer';

const FlowWithBackground = () => (
  <ReactFlow elements={elements}>
    <Background
      variant="dots"
      gap={12}
      size={4}
    />
  </ReactFlow>
);

Prop Types

• variant: string - has to be 'dots' or 'lines' - default: dots
• gap: number - the gap between the dots or lines - default: 16
• size: number - the radius of the dots or the stroke width of the lines - default: 0.5
• color: string - the color of the dots or lines - default: #999 for dots, #eee for lines
• style: css properties
• className: additional class name

MiniMap

You can use the mini map plugin by passing it as a children to the ReactFlow component:

import ReactFlow, { MiniMap } from 'react-flow-renderer';

const FlowWithMiniMap = () => (
  <ReactFlow elements={elements}>
    <MiniMap
      nodeColor={(node) => {
        switch (node.type) {
          case 'input': return 'red';
          case 'default': return '#00ff00';
          case 'output': return 'rgb(0,0,255)';
          default: return '#eee';
        }
      }}
    />
  </ReactFlow>
);

Prop Types

• nodeColor: string or function - If you pass a color as a string all nodes will get that color. If you pass a function you can return a color depending on the passed node.
• nodeBorderRadius: number
• maskColor: string
• style: css properties
• className: additional class name

Controls

The control panel contains a zoom-in, zoom-out, fit-view and a lock/unlock button. You can use it by passing it as a children to the ReactFlow component:

import ReactFlow, { Controls } from 'react-flow-renderer';

const FlowWithControls = () => (
  <ReactFlow elements={elements}>
    <Controls />
  </ReactFlow>
);

Prop Types

• showZoom: boolean - default: true
• showFitView: boolean - default: true
• showInteractive: boolean - default: true
• style: css properties
• className: additional class name

ReactFlowProvider

If you need access to the internal state and action of React Flow outside of the ReactFlow component you can wrap it with the ReactFlowProvider component:

import ReactFlow, { ReactFlowProvider } from 'react-flow-renderer';

const FlowWithOwnProvider = () => (
  <ReactFlowProvider>
    <ReactFlow
      elements={elements}
      onElementClick={onElementClick}
      onConnect={onConnect}
    />
  </ReactFlowProvider>
);

It is used in the provider example.

Styling

There are two ways how you can style the graph pane and the elements. You can create your own CSS rules or pass style properties to the components.

Using Class Names

Since we are rendering DOM nodes you can simply overwrite the styles with your own CSS rules. The React Flow wrapper has the className react-flow. If you want to change the graph background for example you can do:

.react-flow {
  background: red;
}

Used Class Names

• .react-flow - Outer container
• .react-flow__renderer - Inner container
• .react-flow__zoompane - Zoom & pan pane
• .react-flow__selectionpane - Selection pane
• .react-flow__selection - User selection
• .react-flow__edges - Edges wrapper
• .react-flow__edge - Edge element
  • .selected is added when edge is selected
  • .animated is added when edge is animated
• .react-flow__edge-path - Edge element path
• .react-flow__edge-text - Edge text
• .react-flow__edge-textbg - Edge text background
• .react-flow__connection - Connection line
• .react-flow__connection-path - Connection line path
• .react-flow__nodes - Nodes wrapper
• .react-flow__node - Node element
  • .selected is added when edge is selected
  • -${type} is added (.react-flow__node-default, .react-flow__node-input, .react-flow__node-output)
• .react-flow__nodesselection - Nodes selection
• .react-flow__nodesselection-rect - Nodes selection rect
• .react-flow__handle - Handle component
  • .react-flow__handle-bottom is added when position = 'bottom'
  • .react-flow__handle-top is added when position = 'top'
  • .react-flow__handle-left is added when position = 'left'
  • .react-flow__handle-right is added when position = 'right'
  • .react-flow__handle-connecting is added when connection line is above a handle
  • .react-flow__handle-valid is added when connection line is above a handle and the connection is valid
• .react-flow__background - Background component
• .react-flow__minimap - Mini map component
• .react-flow__controls - Controls component

Using Properties

You could achieve the same effect by passing a style prop to the ReactFlow component:

const FlowWithRedBg = (
  <ReactFlow
    elements={elements}
    style={{ background: 'red', width: '100%' height: '300px' }}
  />
);

Helper Functions

If you want to remove a node or connect two nodes with each other you need to pass a function to onElementsRemove and onConnect. In order to simplify this process there are some helper functions you can use:

import ReactFlow, { isNode, isEdge, removeElements, addEdge } from 'react-flow-renderer';

isEdge

Returns true if element is an edge

isEdge = (element: Node | Edge): element is Edge

isNode

Returns true if element is a node

isNode = (element: Node | Edge): element is Node

removeElements

Returns elements without the elements from elementsToRemove

removeElements = (elementsToRemove: Elements, elements: Elements): Elements

addEdge

Returns elements array with added edge

addEdge = (edgeParams: Edge, elements: Elements): Elements

You can use these function as seen in this example or use your own ones.

Access Internal State

Under the hood React Flow uses Easy Peasy for state handling. If you need to access the internal state you can use the useStoreState hook inside a child component of the ReactFlow component:

import ReactFlow, { useStoreState } from 'react-flow-renderer';

const NodesDebugger = () => {
  const nodes = useStoreState(state => state.nodes);

  console.log(nodes);

  return null:
}

const Flow = () => (
  <ReactFlow elements={elements}>
    <NodesDebugger />
  </ReactFlow>
);

If you need more control you can wrap the ReactFlow component with the ReactFlowProvider component in order to be able to call useStoreState outside of the ReactFlow component.

Examples

You can find all examples in the example folder or check out the live versions:

• overview
• basic
• custom node
• horizontal
• stress
• validation
• provider
• edges
• empty
• inactive
• provider

Development

You need to install the React Flow dependencies via npm install and the ones of the examples cd example && npm install.

If you want to contribute or develop some custom features the easiest way is to start the dev server:

npm run dev

This serves the content of the example folder and watches changes inside the src folder. The examples are using the source of the src folder.

Testing

Testing is done with cypress. You can find all tests in the integration/flow folder. In order to run the tests do:

npm run test

Thanks!

Special thanks to Andy Lindemann for a lot of helpful contributions!

React Flow was initially developed by webkid, a data visualization company from Berlin. If you need help or want to develop react-based tools or data visualizations, get in touch!