Internet Interactive Map Iteration

.block

license: MIT
height: 800
border: no

README.md

An interactive map of the BGP network topology. Each node represents an Autonomous System. The positioning of each AS is determined by the size of its customer cone (radius), and by the longitude of its geolocation (angle).

See also the 3D force-simulated version

Project developed during the CAIDA BGP hackathon 2016

---

this iteration updates the code to ES2017+ with the help of our friend lebab

an iteration on the Internet Interactive Map from @vastur

---

this iteration makes the code nice to work with, for my subjective definition of nice to work with :-)

prettier formatting and 2-space indentation

asgraph.jsx

define(
  [
    'react',
    'react-dom',
    'jquery',
    'underscore',
    'cytoscape',
    'cytoscape-panzoom',
    'colors'
  ],
  (React, ReactDOM, $, _, cytoscape, panzoom, Colors) => {
    panzoom(cytoscape, $) // Register panzoom

    const CytoscapeGraph = React.createClass({
      const: {
        REFRESH_STYLE_PAUSE: 300, // ms
        MIN_EDGE_WIDTH: 0.15,
        MAX_EDGE_WIDTH: 0.25,
        NODE_SIZE: 2
      },

      componentDidMount() {
        const props = this.props
        const consts = this.const

        const cs = (this._csGraph = cytoscape({
          container: ReactDOM.findDOMNode(this),
          layout: {
            name: 'preset',
            fit: false
          },
          minZoom: 1,
          maxZoom: 100,
          autoungrabify: true,
          autolock: true,
          hideEdgesOnViewport: true,
          hideLabelsOnViewport: true,
          textureOnViewport: true,
          motionBlur: true,
          style: [
            {
              selector: 'node',
              style: {
                width: this.const.NODE_SIZE,
                height: this.const.NODE_SIZE,
                'border-width': this.const.NODE_SIZE * 0.1,
                'border-color': 'orange',
                'background-color': 'yellow',
                'background-opacity': 0.3
              }
            },
            {
              selector: 'edge',
              style: {
                'curve-style': 'haystack', // 'bezier'
                width: 0.05,
                opacity(el) {
                  return el.data('opacity')
                },
                'line-color': function(el) {
                  return el.data('color')
                }
              }
            }
          ],
          elements: {
            nodes: props.nodes.map(node => ({
              data: $.extend({ id: node.id }, node.nodeData),

              position: {
                x: node.x,
                y: node.y
              }
            })),
            edges: props.edges.map(edge => ({
              data: {
                source: edge.src,
                target: edge.dst,
                color: edge.color || 'lightgrey',
                opacity: edge.opacity || 1
              }
            }))
          }
        })
          .on('zoom', () => {
            adjustElementSizes()
            zoomOrPan()
          })
          .on('pan', zoomOrPan)
          .on('mouseover', 'node', function() {
            props.onNodeHover(this.data())
          })
          .on('select', 'node', function() {
            props.onNodeClick(this.data())
          }))

        cs.panzoom({
          zoomFactor: 0.1, // zoom factor per zoom tick
          zoomDelay: 50, // how many ms between zoom ticks
          minZoom: 1, // min zoom level
          maxZoom: 100, // max zoom level
          fitPadding: 0, // padding when fitting
          panSpeed: 20, // how many ms in between pan ticks
          panDistance: 40 // max pan distance per tick
        })

        function zoomOrPan() {
          const pan = cs.pan()
          props.onZoomOrPan(cs.zoom(), pan.x, pan.y)
        }

        var adjustElementSizes = _.debounce(
          this.resetStyle,
          consts.REFRESH_STYLE_PAUSE
        )
      },

      render() {
        return (
          <div
            style={{
              width: this.props.width,
              height: this.props.height
            }}
          />
        )
      },

      zoom(ratio) {
        this._csGraph.zoom(ratio)
      },

      pan(x, y) {
        this._csGraph.pan({ x, y })
      },

      getNodeById(id) {
        return this._csGraph.getElementById(id)
      },

      resetStyle() {
        const cs = this._csGraph
        const zoom = cs.zoom()
        const nodeSize = this.const.NODE_SIZE / zoom
        cs
          .style()
          .selector('node')
          .style({
            width: nodeSize,
            height: nodeSize,
            'background-color': 'yellow',
            'background-opacity': 0.3
          })
          .selector('edge')
          .style({
            width:
              Math.min(
                this.const.MIN_EDGE_WIDTH * zoom,
                this.const.MAX_EDGE_WIDTH
              ) / zoom
          })
          .update()
      }
    })

    return React.createClass({
      getDefaultProps() {
        return {
          graphData: graphRandomGenerator(5, 10),
          width: window.innerWidth,
          height: window.innerHeight,
          margin: 0,
          selectedAs: null
        }
      },

      getInitialState() {
        return {
          radialNodes: this._genRadialNodes(),
          edges: this._getEdges()
        }
      },

      componentDidMount() {
        this.refs.radialGraph.zoom(1)
        this.refs.radialGraph.pan(this.props.width / 2, this.props.height / 2)
      },

      componentWillReceiveProps(nextProps) {
        if (
          nextProps.width !== this.props.width ||
          nextProps.height !== this.props.height ||
          nextProps.graphData !== this.props.graphData
        ) {
          this.setState({ radialNodes: this._genRadialNodes() })
        }
      },

      render() {
        return (
          <CytoscapeGraph
            ref="radialGraph"
            nodes={this.state.radialNodes}
            edges={this.state.edges}
            width={this.props.width}
            height={this.props.height}
            onZoomOrPan={this._onZoomOrPan}
            onNodeHover={this.props.onAsHover}
            onNodeClick={this.props.onAsClick}
          />
        )
      },

      _genRadialNodes() {
        const rThis = this
        const maxR =
          Math.min(this.props.width, this.props.height) / 2 - this.props.margin

        const maxConeSize = Math.max.apply(
          null,
          this.props.graphData.ases.map(asNode => asNode.customerConeSize)
        )

        return this.props.graphData.ases.map(node => {
          const radius = rThis._getRadius(node.customerConeSize, maxConeSize)
          console.log('radius from _genRadialNodes', radius)
          return {
            // Convert to radial coords
            id: node.asn,
            x: maxR * radius * Math.cos(-node.lon * Math.PI / 180),
            y: maxR * radius * Math.sin(-node.lon * Math.PI / 180),
            nodeData: node
          }
        })
      },

      _getEdges() {
        const customerCones = {}
        const maxConeSize = Math.max.apply(
          null,
          this.props.graphData.ases.map(asNode => {
            customerCones[asNode.asn] = asNode.customerConeSize
            return asNode.customerConeSize
          })
        )

        return this.props.graphData.relationships.map(rel => {
          if (!rel.hasOwnProperty('customerConeSize')) {
            rel.customerConeSize = Math.min(
              customerCones[rel.src],
              customerCones[rel.dst]
            )
          }
          return {
            src: rel.src,
            dst: rel.dst,
            color: Colors.valueRgb(rel.customerConeSize, maxConeSize),
            opacity: Colors.valueOpacity(rel.customerConeSize, maxConeSize)
          }
        })
      },

      _getRadius(coneSize, maxConeSize) {
        // 0<=result<=1
        return (
          (Math.log(maxConeSize) - Math.log(coneSize)) /
            (Math.log(maxConeSize) - Math.log(1)) *
            0.99 +
          0.01
        )
      },

      _onZoomOrPan(zoom, panX, panY) {
        const r = Math.min(this.props.width, this.props.height) / 2
        const offsetX = -(panX - this.props.width / 2) / zoom / r
        const offsetY = -(panY - this.props.height / 2) / zoom / r
        const offsetR = Math.sqrt(Math.pow(offsetX, 2) + Math.pow(offsetY, 2))

        let offsetAng = offsetR
          ? -Math.acos(offsetX / offsetR) / Math.PI * 180
          : 0

        const zoomRadius = 1 / zoom

        if (offsetY < 0) {
          // Complementary angle
          offsetAng = 360 - offsetAng
        }

        this.props.onRadialViewportChange(zoomRadius, offsetR, offsetAng)
      }
    })
  }
)

////

function graphRandomGenerator(nNodes, nEdges) {
  const nodes = []
  const edges = []

  nNodes = Math.max(nNodes, 1)
  nEdges = Math.abs(nEdges)

  while (nEdges--) {
    edges.push({
      src: Math.round((nNodes - 1) * Math.random()),
      dst: Math.round((nNodes - 1) * Math.random()),
      type: 'peer'
    })
  }
  while (nNodes--) {
    nodes.push({
      asn: nNodes,
      customerConeSize: Math.random(),
      lat: Math.random() * 180 - 90,
      lon: Math.random() * 360 - 180
      //x: Math.random(),
      //y: Math.random()
    })
  }

  return {
    ases: nodes,
    relationships: edges
  }
}

cities.js

define([], function() {
  return [
    {
      population: '417910',
      country: 'NZ',
      city: 'Auckland',
      lat: '-36.86667',
      name: 'Auckland, NZ',
      lon: '174.76667'
    },
    {
      population: '363926',
      country: 'NZ',
      city: 'Christchurch',
      lat: '-43.53333',
      name: 'Christchurch, NZ',
      lon: '172.63333'
    },
    {
      population: '187282',
      country: 'RU',
      city: 'Petropavlovsk-kamchatsky',
      lat: '53.04444',
      name: 'Petropavlovsk-kamchatsky, RU',
      lon: '158.65076'
    },
    {
      population: '4627345',
      country: 'AU',
      city: 'Sydney',
      lat: '-33.86785',
      name: 'Sydney, AU',
      lon: '151.20732'
    },
    {
      population: '367752',
      country: 'AU',
      city: 'Canberra',
      lat: '-35.28346',
      name: 'Canberra, AU',
      lon: '149.12807'
    },
    {
      population: '4246375',
      country: 'AU',
      city: 'Melbourne',
      lat: '-37.814',
      name: 'Melbourne, AU',
      lon: '144.96332'
    },
    {
      population: '1883027',
      country: 'JP',
      city: 'Sapporo',
      lat: '43.06667',
      name: 'Sapporo, JP',
      lon: '141.35'
    },
    {
      population: '8336599',
      country: 'JP',
      city: 'Tokyo',
      lat: '35.6895',
      name: 'Tokyo, JP',
      lon: '139.69171'
    },
    {
      population: '2592413',
      country: 'JP',
      city: 'Osaka',
      lat: '34.69374',
      name: 'Osaka, JP',
      lon: '135.50218'
    },
    {
      population: '1392289',
      country: 'JP',
      city: 'Fukuoka',
      lat: '33.6',
      name: 'Fukuoka, JP',
      lon: '130.41667'
    },
    {
      population: '10349312',
      country: 'KR',
      city: 'Seoul',
      lat: '37.566',
      name: 'Seoul, KR',
      lon: '126.9784'
    },
    {
      population: '6255921',
      country: 'CN',
      city: 'Shenyang',
      lat: '41.79222',
      name: 'Shenyang, CN',
      lon: '123.43278'
    },
    {
      population: '22315474',
      country: 'CN',
      city: 'Shanghai',
      lat: '31.22222',
      name: 'Shanghai, CN',
      lon: '121.45806'
    },
    {
      population: '11716620',
      country: 'CN',
      city: 'Beijing',
      lat: '39.9075',
      name: 'Beijing, CN',
      lon: '116.39723'
    },
    {
      population: '11071424',
      country: 'CN',
      city: 'Guangzhou',
      lat: '23.11667',
      name: 'Guangzhou, CN',
      lon: '113.25'
    },
    {
      population: '6501190',
      country: 'CN',
      city: "Xi'an",
      lat: '34.25833',
      name: "Xi'an, CN",
      lon: '108.92861'
    },
    {
      population: '8540121',
      country: 'ID',
      city: 'Jakarta',
      lat: '-6.21462',
      name: 'Jakarta, ID',
      lon: '106.84513'
    },
    {
      population: '7415590',
      country: 'CN',
      city: 'Chengdu',
      lat: '30.66667',
      name: 'Chengdu, CN',
      lon: '104.06667'
    },
    {
      population: '5104476',
      country: 'TH',
      city: 'Bangkok',
      lat: '13.75398',
      name: 'Bangkok, TH',
      lon: '100.50144'
    },
    {
      population: '4477638',
      country: 'MM',
      city: 'Yangon',
      lat: '16.80528',
      name: 'Yangon, MM',
      lon: '96.15611'
    },
    {
      population: '10356500',
      country: 'BD',
      city: 'Dhaka',
      lat: '23.7104',
      name: 'Dhaka, BD',
      lon: '90.40744'
    },
    {
      population: '4631392',
      country: 'IN',
      city: 'Kolkata',
      lat: '22.56263',
      name: 'Kolkata, IN',
      lon: '88.36304'
    },
    {
      population: '1599920',
      country: 'IN',
      city: 'Patna',
      lat: '25.61538',
      name: 'Patna, IN',
      lon: '85.10103'
    },
    {
      population: '4328063',
      country: 'IN',
      city: 'Chennai',
      lat: '13.08784',
      name: 'Chennai, IN',
      lon: '80.27847'
    },
    {
      population: '10927986',
      country: 'IN',
      city: 'Delhi',
      lat: '28.65195',
      name: 'Delhi, IN',
      lon: '77.23149'
    },
    {
      population: '12691836',
      country: 'IN',
      city: 'Mumbai',
      lat: '19.07283',
      name: 'Mumbai, IN',
      lon: '72.88261'
    },
    {
      population: '3043532',
      country: 'AF',
      city: 'Kabul',
      lat: '34.52813',
      name: 'Kabul, AF',
      lon: '69.17233'
    },
    {
      population: '11624219',
      country: 'PK',
      city: 'Karachi',
      lat: '24.9056',
      name: 'Karachi, PK',
      lon: '67.0822'
    },
    {
      population: '1062919',
      country: 'RU',
      city: 'Chelyabinsk',
      lat: '55.15402',
      name: 'Chelyabinsk, RU',
      lon: '61.42915'
    },
    {
      population: '2307177',
      country: 'IR',
      city: 'Mashhad',
      lat: '36.31559',
      name: 'Mashhad, IR',
      lon: '59.56796'
    },
    {
      population: '1137347',
      country: 'AE',
      city: 'Dubai',
      lat: '25.0657',
      name: 'Dubai, AE',
      lon: '55.17128'
    },
    {
      population: '44099591',
      country: 'IR',
      city: 'Godarzi It',
      lat: '35.73328',
      name: 'Godarzi It, IR',
      lon: '51.30714'
    },
    {
      population: '2600000',
      country: 'IQ',
      city: 'Basrah',
      lat: '30.50852',
      name: 'Basrah, IQ',
      lon: '47.7804'
    },
    {
      population: '7216000',
      country: 'IQ',
      city: 'Baghdad',
      lat: '33.34058',
      name: 'Baghdad, IQ',
      lon: '44.40088'
    },
    {
      population: '2065597',
      country: 'IQ',
      city: 'Al Mawsil Al Jadidah',
      lat: '36.33306',
      name: 'Al Mawsil Al Jadidah, IQ',
      lon: '43.1049'
    },
    {
      population: '10381222',
      country: 'RU',
      city: 'Moscow',
      lat: '55.75222',
      name: 'Moscow, RU',
      lon: '37.61556'
    },
    {
      population: '3517182',
      country: 'TR',
      city: 'Ankara',
      lat: '39.91987',
      name: 'Ankara, TR',
      lon: '32.85427'
    },
    {
      population: '11174257',
      country: 'TR',
      city: 'Istanbul',
      lat: '41.01384',
      name: 'Istanbul, TR',
      lon: '28.94966'
    },
    {
      population: '2500603',
      country: 'TR',
      city: 'Izmir',
      lat: '38.41273',
      name: 'Izmir, TR',
      lon: '27.13838'
    },
    {
      population: '1152556',
      country: 'BG',
      city: 'Sofia',
      lat: '42.69751',
      name: 'Sofia, BG',
      lon: '23.32415'
    },
    {
      population: '3433441',
      country: 'ZA',
      city: 'Cape Town',
      lat: '-33.92584',
      name: 'Cape Town, ZA',
      lon: '18.42322'
    },
    {
      population: '7785965',
      country: 'CD',
      city: 'Kinshasa',
      lat: '-4.32758',
      name: 'Kinshasa, CD',
      lon: '15.31357'
    },
    {
      population: '3426354',
      country: 'DE',
      city: 'Berlin',
      lat: '52.52437',
      name: 'Berlin, DE',
      lon: '13.41053'
    },
    {
      population: '3626068',
      country: 'NG',
      city: 'Kano',
      lat: '12.00012',
      name: 'Kano, NG',
      lon: '8.51672'
    },
    {
      population: '3565108',
      country: 'NG',
      city: 'Ibadan',
      lat: '7.37756',
      name: 'Ibadan, NG',
      lon: '3.90591'
    },
    {
      population: '9000000',
      country: 'NG',
      city: 'Lagos',
      lat: '6.45407',
      name: 'Lagos, NG',
      lon: '3.39467'
    },
    {
      population: '3677115',
      country: 'CI',
      city: 'Abidjan',
      lat: '5.30966',
      name: 'Abidjan, CI',
      lon: '-4.01266'
    },
    {
      population: '3144909',
      country: 'MA',
      city: 'Casablanca',
      lat: '33.58831',
      name: 'Casablanca, MA',
      lon: '-7.61138'
    },
    {
      population: '1871242',
      country: 'GN',
      city: 'Camayenne',
      lat: '9.535',
      name: 'Camayenne, GN',
      lon: '-13.68778'
    },
    {
      population: '2476400',
      country: 'SN',
      city: 'Dakar',
      lat: '14.6937',
      name: 'Dakar, SN',
      lon: '-17.44406'
    },
    {
      population: '118918',
      country: 'IS',
      city: 'Reykjavik',
      lat: '64.13548',
      name: 'Reykjavik, IS',
      lon: '-21.89541'
    },
    {
      population: '1478098',
      country: 'BR',
      city: 'Recife',
      lat: '-8.05389',
      name: 'Recife, BR',
      lon: '-34.88111'
    },
    {
      population: '2711840',
      country: 'BR',
      city: 'Salvador',
      lat: '-12.97111',
      name: 'Salvador, BR',
      lon: '-38.51083'
    },
    {
      population: '744512',
      country: 'BR',
      city: 'Teresina',
      lat: '-5.08917',
      name: 'Teresina, BR',
      lon: '-42.80194'
    },
    {
      population: '10021295',
      country: 'BR',
      city: 'Sao Paulo',
      lat: '-23.5475',
      name: 'Sao Paulo, BR',
      lon: '-46.63611'
    },
    {
      population: '2207718',
      country: 'BR',
      city: 'Brasilia',
      lat: '-15.77972',
      name: 'Brasilia, BR',
      lon: '-47.92972'
    },
    {
      population: '1718421',
      country: 'BR',
      city: 'Curitiba',
      lat: '-25.42778',
      name: 'Curitiba, BR',
      lon: '-49.27306'
    },
    {
      population: '471832',
      country: 'BR',
      city: 'Londrina',
      lat: '-23.31028',
      name: 'Londrina, BR',
      lon: '-51.16278'
    },
    {
      population: '1372741',
      country: 'BR',
      city: 'Porto Alegre',
      lat: '-30.03306',
      name: 'Porto Alegre, BR',
      lon: '-51.23'
    },
    {
      population: '729151',
      country: 'BR',
      city: 'Campo Grande',
      lat: '-20.44278',
      name: 'Campo Grande, BR',
      lon: '-54.64639'
    },
    {
      population: '1270737',
      country: 'UY',
      city: 'Montevideo',
      lat: '-34.90328',
      name: 'Montevideo, UY',
      lon: '-56.18816'
    },
    {
      population: '13076300',
      country: 'AR',
      city: 'Buenos Aires',
      lat: '-34.61315',
      name: 'Buenos Aires, AR',
      lon: '-58.37723'
    },
    {
      population: '1598210',
      country: 'BR',
      city: 'Manaus',
      lat: '-3.10194',
      name: 'Manaus, BR',
      lon: '-60.025'
    },
    {
      population: '1364389',
      country: 'BO',
      city: 'Santa Cruz De La Sierra',
      lat: '-17.78629',
      name: 'Santa Cruz De La Sierra, BO',
      lon: '-63.18117'
    },
    {
      population: '1428214',
      country: 'AR',
      city: 'Cordoba',
      lat: '-31.4135',
      name: 'Cordoba, AR',
      lon: '-64.18105'
    },
    {
      population: '3000000',
      country: 'VE',
      city: 'Caracas',
      lat: '10.48801',
      name: 'Caracas, VE',
      lon: '-66.87919'
    },
    {
      population: '1754256',
      country: 'VE',
      city: 'Maracay',
      lat: '10.23535',
      name: 'Maracay, VE',
      lon: '-67.59113'
    },
    {
      population: '4837295',
      country: 'CL',
      city: 'Santiago',
      lat: '-33.45694',
      name: 'Santiago, CL',
      lon: '-70.64827'
    },
    {
      population: '2225000',
      country: 'VE',
      city: 'Maracaibo',
      lat: '10.66663',
      name: 'Maracaibo, VE',
      lon: '-71.61245'
    },
    {
      population: '8175133',
      country: 'US',
      city: 'New York City',
      lat: '40.71427',
      name: 'New York City, US',
      lon: '-74.00597'
    },
    {
      population: '7674366',
      country: 'CO',
      city: 'Bogota',
      lat: '4.60971',
      name: 'Bogota, CO',
      lon: '-74.08175'
    },
    {
      population: '3000000',
      country: 'JM',
      city: "Fitzroy's Elecctronics",
      lat: '17.98234',
      name: "Fitzroy's Elecctronics, JM",
      lon: '-76.86918'
    },
    {
      population: '7737002',
      country: 'PE',
      city: 'Lima',
      lat: '-12.04318',
      name: 'Lima, PE',
      lon: '-77.02824'
    },
    {
      population: '2600000',
      country: 'CA',
      city: 'Toronto',
      lat: '43.70011',
      name: 'Toronto, CA',
      lon: '-79.4163'
    },
    {
      population: '2163824',
      country: 'CU',
      city: 'Havana',
      lat: '23.13302',
      name: 'Havana, CU',
      lon: '-82.38304'
    },
    {
      population: '829718',
      country: 'US',
      city: 'Indianapolis',
      lat: '39.76838',
      name: 'Indianapolis, US',
      lon: '-86.15804'
    },
    {
      population: '973087',
      country: 'NI',
      city: 'Managua',
      lat: '12.13282',
      name: 'Managua, NI',
      lon: '-86.2504'
    },
    {
      population: '850848',
      country: 'HN',
      city: 'Tegucigalpa',
      lat: '14.0818',
      name: 'Tegucigalpa, HN',
      lon: '-87.20681'
    },
    {
      population: '2695598',
      country: 'US',
      city: 'Chicago',
      lat: '41.85003',
      name: 'Chicago, US',
      lon: '-87.65005'
    },
    {
      population: '646889',
      country: 'US',
      city: 'Memphis',
      lat: '35.14953',
      name: 'Memphis, US',
      lon: '-90.04898'
    },
    {
      population: '994938',
      country: 'GT',
      city: 'Guatemala City',
      lat: '14.64072',
      name: 'Guatemala City, GT',
      lon: '-90.51327'
    },
    {
      population: '2099451',
      country: 'US',
      city: 'Houston',
      lat: '29.76328',
      name: 'Houston, US',
      lon: '-95.36327'
    },
    {
      population: '1197816',
      country: 'US',
      city: 'Dallas',
      lat: '32.78306',
      name: 'Dallas, US',
      lon: '-96.80667'
    },
    {
      population: '1820888',
      country: 'MX',
      city: 'Iztapalapa',
      lat: '19.35738',
      name: 'Iztapalapa, MX',
      lon: '-99.0671'
    },
    {
      population: '12294193',
      country: 'MX',
      city: 'Mexico City',
      lat: '19.42847',
      name: 'Mexico City, MX',
      lon: '-99.12766'
    },
    {
      population: '1114626',
      country: 'MX',
      city: 'Leon',
      lat: '21.13052',
      name: 'Leon, MX',
      lon: '-101.671'
    },
    {
      population: '1640589',
      country: 'MX',
      city: 'Guadalajara',
      lat: '20.66682',
      name: 'Guadalajara, MX',
      lon: '-103.39182'
    },
    {
      population: '809232',
      country: 'MX',
      city: 'Chihuahua',
      lat: '28.63528',
      name: 'Chihuahua, MX',
      lon: '-106.08889'
    },
    {
      population: '1512354',
      country: 'MX',
      city: 'Ciudad Juarez',
      lat: '31.73333',
      name: 'Ciudad Juarez, MX',
      lon: '-106.48333'
    },
    {
      population: '520116',
      country: 'US',
      city: 'Tucson',
      lat: '32.22174',
      name: 'Tucson, US',
      lon: '-110.92648'
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      population: '595811',
      country: 'MX',
      city: 'Hermosillo',
      lat: '29.1026',
      name: 'Hermosillo, MX',
      lon: '-110.97732'
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      population: '1445632',
      country: 'US',
      city: 'Phoenix',
      lat: '33.44838',
      name: 'Phoenix, US',
      lon: '-112.07404'
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      population: '1019942',
      country: 'CA',
      city: 'Calgary',
      lat: '51.05011',
      name: 'Calgary, CA',
      lon: '-114.08529'
    },
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      population: '1376457',
      country: 'MX',
      city: 'Tijuana',
      lat: '32.5027',
      name: 'Tijuana, MX',
      lon: '-117.00371'
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    {
      population: '3792621',
      country: 'US',
      city: 'Los Angeles',
      lat: '34.05223',
      name: 'Los Angeles, US',
      lon: '-118.24368'
    },
    {
      population: '945942',
      country: 'US',
      city: 'San Jose',
      lat: '37.33939',
      name: 'San Jose, US',
      lon: '-121.89496'
    },
    {
      population: '608660',
      country: 'US',
      city: 'Seattle',
      lat: '47.60621',
      name: 'Seattle, US',
      lon: '-122.33207'
    },
    {
      population: '805235',
      country: 'US',
      city: 'San Francisco',
      lat: '37.77493',
      name: 'San Francisco, US',
      lon: '-122.41942'
    },
    {
      population: '600000',
      country: 'CA',
      city: 'Vancouver',
      lat: '49.24966',
      name: 'Vancouver, CA',
      lon: '-123.11934'
    },
    {
      population: '291826',
      country: 'US',
      city: 'Anchorage',
      lat: '61.21806',
      name: 'Anchorage, US',
      lon: '-149.90028'
    },
    {
      population: '371657',
      country: 'US',
      city: 'Honolulu',
      lat: '21.30694',
      name: 'Honolulu, US',
      lon: '-157.85833'
    }
  ]
})

colors.js

define([], () => {
  function valueOpacity(value, value_max) {
    if (value == null) {
      value = 1
    }
    return Math.log(value) / Math.log(value_max) * 0.6 + 0.3
  }

  function valueRgb(value, value_max) {
    if (value == null) {
      value = 1
    } else if (value <= 0.000001) {
      value = 0.000001
    }
    const temp = Math.log(value) / Math.log(value_max);
    //var hue = (360*(4+5+temp/8))%360;
    const hue = temp * 0.7 + 0.5; //value;
    const sat = 1;
    const bri = 1;
    //    return "hsl("+hue+",100%,100%)";
    //    bri = .80*temp+.20;
    //var color = "hsl("+hue+","+(100*sat)+"%,"+(100*bri)+"%)";
    const rgb = hsvRgb(hue, sat, bri);
    for (let i = 0; i < 3; i++) {
      rgb[i] = rgb[i].toString(16)
      while (rgb[i].length < 2) {
        rgb[i] = `0${rgb[i]}`
      }
    }
    const color = `#${rgb[0]}${rgb[1]}${rgb[2]}`;
    return color
  }

  function hsvRgb(hue, sat, bri) {
    let h = hue;
    let s = sat;
    let v = bri;
    let r;
    let g;
    let b;
    let i;
    let f;
    let p;
    let q;
    let t;
    if (arguments.length === 1) {
      ;(s = h.s), (v = h.v), (h = h.h)
    }
    i = Math.floor(h * 6)
    f = h * 6 - i
    p = v * (1 - s)
    q = v * (1 - f * s)
    t = v * (1 - (1 - f) * s)
    switch (i % 6) {
      case 0:
        ;(r = v), (g = t), (b = p)
        break
      case 1:
        ;(r = q), (g = v), (b = p)
        break
      case 2:
        ;(r = p), (g = v), (b = t)
        break
      case 3:
        ;(r = p), (g = q), (b = v)
        break
      case 4:
        ;(r = t), (g = p), (b = v)
        break
      case 5:
        ;(r = v), (g = p), (b = q)
        break
    }
    const rgb = [Math.round(r * 255), Math.round(g * 255), Math.round(b * 255)];
    return rgb
  }

  return {
    valueRgb,
    valueOpacity
  }
})

data-subset.json

{
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