Circos

Demo: nicgirault.github.io/circosJS/demo

table of contents

• Introduction
• Installation
• Layout
• Tracks
  • Chords
  • Heatmap
  • Highlight
  • Histogram
  • Line
  • Scatter
  • Stack
  • Text
• Configuration Attributes
  • innerRadius
  • outerRadius
  • min
  • max
  • color
  • axes
  • showAxesTooltip

Introduction

Circos is a javascript library to easily build interactive graphs in a circular layout. It's based on d3.js. It aims to be a javascript version of the Circos software.

You should consider using Circos to show:

• relationships between entities
• periodical data

Average temperatures in Paris from 2007 (inner) to 2014 (outer). The circular layout highlights seasonal effect.

Installation

If you don't know what is yarn or npm you can skip this step and get started with this canvas. Otherwise:

yarn add circos

Layout

To instantiate a new circos:

var myCircos = new Circos({
    container: '#chart',
    width: 500,
    height: 500,
});

A circos graph is based on a circular axis layout. Data tracks appear inside and/or outside the circular layout.

In order to place data on the circos graph, you must first specify the layout.

myCircos.layout(data, configuration);

The first argument of the layout function is a configuration object that control the format of the layout.

Here are the default parameters for a layout:

var configuration = {
  innerRadius: 250,
  outerRadius: 300,
  cornerRadius: 10,
  gap: 0.04, // in radian
  labels: {
    display: true,
    position: 'center',
    size: '14px',
    color: '#000000',
    radialOffset: 20,
  },
  ticks: {
    display: true,
    color: 'grey',
    spacing: 10000000,
    labels: true,
    labelSpacing: 10,
    labelSuffix: 'Mb',
    labelDenominator: 1000000,
    labelDisplay0: true,
    labelSize: '10px',
    labelColor: '#000000',
    labelFont: 'default',
    majorSpacing: 5,
    size: {
      minor: 2,
      major: 5,
    }
  },
  clickCallback: null
}

The second argument of the layout function is an array of data that describe the layout regions. Each layout region must have an id and a length. You can also specify a color and a label.

var data = [
  { len: 31, color: "#8dd3c7", label: "January", id: "january" },
  { len: 28, color: "#ffffb3", label: "February", id: "february" },
  { len: 31, color: "#bebada", label: "March", id: "march" },
  { len: 30, color: "#fb8072", label: "April", id: "april" },
  { len: 31, color: "#80b1d3", label: "May", id: "may" },
  { len: 30, color: "#fdb462", label: "June", id: "june" },
  { len: 31, color: "#b3de69", label: "July", id: "july" },
  { len: 31, color: "#fccde5", label: "August", id: "august" },
  { len: 30, color: "#d9d9d9", label: "September", id: "september" },
  { len: 31, color: "#bc80bd", label: "October", id: "october" },
  { len: 30, color: "#ccebc5", label: "November", id: "november" },
  { len: 31, color: "#ffed6f", label: "December", id: "december" }
]

The id parameter will be used to place data points on the layout.

To visualize the result:

myCircos.render();

Tracks

A track is a series of data points.

To add a track to your graph you should write something like this:

myCircos.heatmap(
    'my-heatmap',
    data,
    {
        // your heatmap configuration (optional)
    },
);

This pattern is similar to all track types:

myCircos.trackType('track-id', data, configuration);

Note: The track name is used as a HTML class name so here are the format limitations.

• Must be unique.
• Should be slug style for simplicity, consistency and compatibility. Example: my-heatmap
• Lowercase, a-z, can contain digits, 0-9, can contain dash or dot but not start/end with them.
• Consecutive dashes or dots not allowed.
• 50 characters or less.

Chords

Chords tracks connect layout regions.

Some gene fusions in human karyotype (source)

Data should looks like this:

var data = [
    // sourceId, sourceStart, sourceEnd, targetId, targetStart, targetEnd
    ['january', 1, 12, 'april', 18, 20],
    ['february', 20, 28, 'december', 1, 13],
];

Optionally each datum can define a seventh element which can be used to be interpreted as a value to draw colored ribbons with palettes or a color function.

The default configuration is:

{
  color: '#fd6a62',
  opacity: 0.7,
  zIndex: 1,
  tooltipContent: null,
  min: null,
  max: null,
  logScale: false,
  logScaleBase: Math.E,
}

Heatmap

Electrical comsumption in France in 2014

To add a heatmap to your circos instance:

myCircos.heatmap('electrical-consumption', data, configuration);

Configuration:

{
  innerRadius: null,
  outerRadius: null,
  min: null,
  max: null,
  color: 'YlGnBu',
  logScale: false,
  tooltipContent: null,
}

Data format:

var data = [
    // each datum should be
    // layout_block_id, start, end, value
    ['january', 0, 1, 1368001],
    ['january', 1, 2, 1458583],
    ['january', 2, 3, 1481633],
    ['january', 3, 4, 1408424]
    ...
    ['february', 0, 1, 1577419],
    ['february', 1, 2, 1509311],
    ['february', 2, 3, 1688266],
    ...
]

Highlight

Human karyotype with cytobands highlighted (source)

To add a highlight to your circos instance:

myCircos.highlight('cytobands', data, configuration);

The minimal datum should have block_id, start and end attributes.

Configuration:

{
  innerRadius: null,
  outerRadius: null,
  min: null,
  max: null,
  color: 'd3d3d3',
  strokeColor: null,
  strokeWidth: 0,
  opacity: 1,
  logScale: false,
  tooltipContent: null,
}

Histogram

Genetic abnormalities in human stem cells (source)

Data should looks like this:

var data = [
    {
      block_id: 'january',
      start: 1,
      end: 10,
      value: 5
    }
];

The available configuration fields are:

• innerRadius
• outerRadius
• color
• opacity
• zIndex
• tooltipContent
• min
• max
• logScale
• logScaleBase
• axes

Line

Some single nucleotide polymorphism on chromosomes 1, 2 and 3 (source)

myCircos.line('line1', data, configuration);

The minimal datum should have block_id, position and value attributes.

The available configuration fields are:

• innerRadius
• outerRadius
• color
• strokeColor
• strokeWidth
• direction
• fill
• maxGap
• opacity
• zIndex
• min
• max
• logScale
• logScaleBase
• axes
• backgrounds

Note: The tooltip option is not available for line track. To display a tooltip, you should superimpose an invisble scatter track (fill: false and strokeWidth: 0) and set a tooltip for this track.

Scatter

source

myCircos.scatter('scatter1', data, configuration);

The minimal datum should have block_id, position and value attributes.

The available configuration fields are:

• innerRadius
• outerRadius
• color
• strokeColor
• strokeWidth
• direction
• fill
• size
• shape
• opacity
• zIndex
• min
• max
• logScale
• logScaleBase
• axes
• backgrounds

Stack

source

myCircos.stack('stack', data, configuration);

The minimal datum should have block_id, start and end attributes.

Configuration:

{
  innerRadius: null,
  outerRadius: null,
  min: null,
  max: null,
  color: '#fd6a62',
  strokeColor: '#d3d3d3',
  strokeWidth: 1,
  direction: 'out',
  thickness: 10,
  radialMargin: 2,
  margin: 2,
  opacity: 1,
  logScale: false,
  tooltipContent: null,
}

Text

source

myCircos.text('text', data, configuration);

The minimal datum should have block_id, position and value attributes.

Configuration:

{
  innerRadius: null,
  outerRadius: null,
  style: {
    'font-size': 12,
    fill: 'black',
    opacity: 1,
  },
}

Configuration Attributes

backgrounds

You can add a list of backgrounds:

{
  backgrounds: [
    {
      start: 0.006,
      color: '#4caf50',
      opacity: 0.1
    },
    {
      start: 0.002,
      end: 0.006,
      color: '#d3d3d3',
      opacity: 0.1
    },
    {
      end: 0.002,
      color: '#f44336',
      opacity: 0.1
    }
  ]
}

The start and end fields are interpreted as values on the same scale than the track values.

• If start is not specified, default is the min value of the track.
• If end is not specified, default is the max value of the track.

You can also specify a color and an opacity.

innerRadius/outerRadius

For the layout, the innerRadius and outerRadius values are always interpreted as a number of pixel.

For tracks:

If innerRadius and outerRadius are between 0 and 1, the value is interpreted as a fraction of the innerRadius of the layout.

eg:

{
  innerRadius: 0.5,
  outerRadius: 0.8
}

If innerRadius and outerRadius are between 1 and 10, the value is interpreted as a fraction of the outerRadius of the layout.

eg:

{
  innerRadius: 1,
  outerRadius: 1.2
}

Otherwise it is interpreted as a number of pixels.

min/max

The default min and max values are computed according to the dataset. You can override these values by specifying a min or max attribute in the configuration.

color

The color attribute can be either:

CSS color code

e.g #d3d3d3, blue, rgb(0, 0, 0)

Palette name from d3-scale-chromatic

The color will be computed dynamically according to the track data value field.

If you prefix the palette name with a - (e.g -BrBG), the palette will be reversed.

The list of palette names are:

BrBG: PRGn: PiYG: PuOr: RdBu: RdGy: RdYlBu: RdYlGn: Spectral: Blues: Greens: Greys: Oranges: Purples: Reds: BuGn: BuPu: GnBu: OrRd: PuBuGn: PuBu: PuRd: RdPu: YlGnBu: YlGn: YlOrBr: YlOrRd:

Custom function

You can specify a function that compute the color code given the track data and the datum index. For example:

{
  color: function(datum, index) {
    return datum.value < 5 ? 'red' : 'green'
  }
}

axes

The default value is an empty array:

{
  axes: []
}

You can add items to this array to render an axis or a group of axes. You can give axes a color (default: '#d3d3d3'), thickness (default: 1) and opacity (default: track opacity):

{
  axes: [
    {
      color: 'black',
      thickness: 2, // in pixel
      opacity: 0.3 // between 0 and 1
    }
  ]
}

Then you should specify where to place the axes.

You can either define a single axis by defining a position attribute with a value between the min and max value of the track:

{
  axes: [
    {
      color: 'red',
      position: 4
    },
    {
      color: 'green',
      position: 15
    }
  ]
}

source

Or define a range of axes with a spacing attribute and optionnally a start and end attributes:

{
  axes: [
    {
      spacing: 2
    }
  ]
}

source

Here is an advanced example:

{
  axes: [
    {
      color: 'red',
      spacing: 2,
      end: 4
    },
    {
      color: 'green',
      spacing: 2,
      start: 16
    },
    {
      spacing: 2,
      start: 4,
      end: 16,
      thickness: 2
    },
    {
      spacing: 1,
      start: 4,
      end: 16,
      thickness: 1
    }
  ]
}

source

The values that you set for position, spacing, start and end are in the unit of the track values.

tooltipContent

A function that receive the datum and the index as a value and return a string displayed in the tooltip (HTML is accepted):

{
  tooltipContent: function (datum, index) {
    return `<h5>${datum.block_id}:${datum.start}-${datum.end} ➤ ${datum.value}</h5> <i>(CTRL+C to copy to clipboard)</i>`
  }
}

Then when you mouseover the datum, a tooltip will be displayed. Note that you can use the keyboard shortcut CTRL+C to copy the content to clipboard.

showAxesTooltip

Show or not a tooltip with the value of the axis. Default is true.

direction

It should be either in or out. Default is out. For stack you can also use center.

fill

true or false.

logScale

true or false. Default is false.

logScaleBase

The log base if logScale is true. Default is Math.E.

shape

It should be one of:

• circle
• cross
• diamond
• square
• triangle
• star
• wye

zIndex

This should be an integer. The higher it is the more above the track will appear.

Contact

Nicolas Girault [email protected]

Your feedbacks are welcome. If you're struggling using the librairy, the best way to ask questions is to use the Github issues so that they are shared with everybody.