document.addEventListener("DOMContentLoaded", function init() {
  var config = {
    table: "contributions_donotmodify",
    valueColumn: "amount",
    joinColumn: "contributor_zipcode",
    polyTable: "zipcodes_2017",
    polyJoinColumn: "ZCTA5CE10",
    timeColumn: "contrib_date",
    timeLabel: "Number of Contributions",
    domainBoundMin: 1,
    domainBoundMax: 2600, //00000,
    numTimeBins: 423
  }

  new DbCon()
    .protocol("https")
    .host("metis.mapd.com")
    .port("443")
    .dbName("mapd")
    .user("mapd")
    .password("HyperInteractive")
    .connect(function(error, con) {
      crossfilter
        .crossfilter(con, "contributions_donotmodify")
        .then(function(cf) {
          crossfilter
            .crossfilter(con, "contributions_donotmodify")
            .then(cf2 => {
              createPolyMap(cf, con, dc, config, cf2)
              createTimeChart(cf, dc, config, cf2)
            })
        })
    })

  function createPolyMap(crossFilter, con, dc, config, cf2) {
    window.cf = crossFilter
    var parent = document.getElementById("polymap")
    // The values in the table and column specified in crossFilter.dimension
    // must correspond to values in the table and keysColumn specified in polyRasterChart.polyJoin.
    var dim = crossFilter.dimension(config.joinColumn) // Values to join on.
    // var grp = dim
    //   .group()
    //   .reduceAvg("contributions_donotmodify.amount", "avgContrib") // Values to color on.
    // // var dim = crossFilter.dimension("tweets_nov_feb.state_abbr") // Values to join on.
    // // var grp = dim.group().reduceAvg("tweets_nov_feb.tweet_count") // Values to color on.

    // Can use getDomainBounds to dynamically find min and max of values that will be colored,
    // or the domain [min, max] can be set directly
    // (in which case nesting chart creation inside this callback is unnecessary).
    getDomainBounds(config.valueColumn, cf2.groupAll(), function(domainBounds) {
      // Can set colorDomain directly or use domainFromBoundsAndRange to generate a .
      var colorRange = [
        "#115f9a",
        "#1984c5",
        "#22a7f0",
        "#48b5c4",
        "#76c68f",
        "#a6d75b",
        "#c9e52f",
        "#d0ee11",
        "#d0f400"
      ]
      var colorDomain = [config.domainBoundMin, config.domainBoundMax]
      // domainFromBoundsAndRange(
      //   config.domainBoundMin,
      //   config.domainBoundMax,
      //   colorRange
      // )
      // var colorDomain = domainFromBoundsAndRange(domainBounds.minimum, domainBounds.maximum, colorRange)
      var mapboxToken =
        "pk.eyJ1IjoibWFwZCIsImEiOiJjaWV1a3NqanYwajVsbmdtMDZzc2pneDVpIn0.cJnk8c2AxdNiRNZWtx5A9g"

      var polyMap = dc
        .rasterChart(parent, true)
        .con(con)
        .height(height() / 1.5)
        .width(width())
        .mapUpdateInterval(750) // ms
        .mapStyle("mapbox://styles/mapbox/light-v8")
        .mapboxToken(mapboxToken) // need a mapbox accessToken for loading the tiles
        .useGeoTypes(true)

      var polyLayer = dc
        .rasterLayer("polys")
        .crossfilter(crossFilter)
        .dimension(dim)
        .setState({
          data: [
            {
              table: config.table,
              attr: config.joinColumn
            },
            {
              table: config.polyTable,
              attr: config.polyJoinColumn
            }
          ],
          mark: {
            type: "poly",
            strokeColor: "white",
            strokeWidth: 0,
            lineJoin: "miter",
            miterLimit: 10
          },
          encoding: {
            color: {
              type: "quantitative",
              aggregate: `SUM(${config.valueColumn})`,
              domain: colorDomain,
              range: colorRange
            }
          }
        })

      polyLayer.popupColumns(["key0", "color"])
      polyLayer.popupColumnsMapped({"key0": "zipcode", "color": "total amount"})

      polyMap
        .pushLayer("polys", polyLayer)
        .init()
        .then(() => {
          // polyMap.borderWidth(zoomToBorderWidth(polyMap.map().getZoom()))
          // Keeps the border widths reasonable regardless of zoom level.
          polyMap.map().on("zoom", function() {
            // polyMap.borderWidth(zoomToBorderWidth(polyMap.map().getZoom()))
          })

          dc.renderAllAsync()

          window.addEventListener(
            "resize",
            _.debounce(function() {
              resizeChart(polyMap, 1.5)
            }, 500)
          )
        })

      // hover effect with popup
      var debouncedPopup = _.debounce(displayPopupWithData, 250)
      polyMap.map().on("mousewheel", polyMap.hidePopup)
      polyMap.map().on("wheel", polyMap.hidePopup)
      polyMap.map().on("mousemove", polyMap.hidePopup)
      polyMap.map().on("mousemove", debouncedPopup)
      function displayPopupWithData(event) {
        polyMap.getClosestResult(event.point, polyMap.displayPopup)
      }
    })
  }

  function getDomainBounds(column, groupAll, callback) {
    groupAll
      .reduce([
        { expression: column, agg_mode: "min", name: "minimum" },
        { expression: column, agg_mode: "max", name: "maximum" }
      ])
      .valuesAsync(true)
      .then(callback)
  }

  function domainFromBoundsAndRange(min, max, range) {
    return _.range(0, range.length).map(
      (_, i) => min + Math.round(i * max / (range.length - 1))
    )
  }

  function zoomToBorderWidth(zoomLevel) {
    var MIN_ZOOM = 0.8626373575587937
    var ZOOM_BORDER_DIVISOR = 20
    return zoomLevel / ZOOM_BORDER_DIVISOR - MIN_ZOOM / ZOOM_BORDER_DIVISOR
  }

  function createTimeChart(crossFilter, dc, config, cf2) {
    getDomainBounds(config.timeColumn, cf2.groupAll(), function(
      timeChartBounds
    ) {
      var timeChartDimension = crossFilter.dimension(config.timeColumn)
      var timeChartGroup = timeChartDimension.group().reduceCount("*")

      var timeChart = dc
        .lineChart("#timechart")
        .width(width())
        .height(height() / 2.5)
        .elasticY(true)
        .renderHorizontalGridLines(true)
        .brushOn(true)
        .xAxisLabel("Time")
        .yAxisLabel(config.timeLabel)
        .dimension(timeChartDimension)
        .group(timeChartGroup)
        .binParams({
          numBins: config.numTimeBins,
          binBounds: [timeChartBounds.minimum, timeChartBounds.maximum]
        })

      timeChart.x(
        d3.time.scale
          .utc()
          .domain([timeChartBounds.minimum, timeChartBounds.maximum])
      )
      timeChart.yAxis().ticks(5)
      timeChart
        .xAxis()
        .scale(timeChart.x())
        .tickFormat(dc.utils.customTimeFormat)
        .orient("bottom")

      dc.renderAllAsync()

      window.addEventListener(
        "resize",
        _.debounce(function() {
          resizeChart(timeChart, 2.5)
        }, 500)
      )
    })
  }

  function width() {
    return document.documentElement.clientWidth - 30
  }

  function height() {
    return (
      Math.max(document.documentElement.clientHeight, window.innerHeight || 0) -
      200
    )
  }

  function resizeChart(chart, heightDivisor) {
    if (typeof chart.map === "function") {
      chart.map().resize()
      chart.isNodeAnimate = false
    }
    chart
      .width(width())
      .height(height() / heightDivisor)
      .renderAsync()
    dc.redrawAllAsync()
  }

  function noop() {}
})