superset/caravel/assets/visualizations/heatmap.js
2016-03-28 22:01:21 -07:00

210 lines
6.1 KiB
JavaScript

// JS
var $ = window.$ || require('jquery');
var px = window.px || require('../javascripts/modules/caravel.js');
var d3 = require('d3');
d3.tip = require('d3-tip'); //using window.d3 doesn't capture events properly bc of multiple instances
// CSS
require('./heatmap.css');
// Inspired from http://bl.ocks.org/mbostock/3074470
// https://jsfiddle.net/cyril123/h0reyumq/
function heatmapVis(slice) {
var margins = {
t: 10,
r: 10,
b: 50,
l: 60
};
function refresh() {
var width = slice.width();
var height = slice.height();
var hmWidth = width - (margins.l + margins.r);
var hmHeight = height - (margins.b + margins.t);
var fp = d3.format('.3p');
d3.json(slice.jsonEndpoint(), function (error, payload) {
var matrix = {};
if (error) {
slice.error(error.responseText);
return '';
}
var fd = payload.form_data;
var data = payload.data;
function ordScale(k, rangeBands, reverse) {
if (reverse === undefined) {
reverse = false;
}
var domain = {};
$.each(data, function (i, d) {
domain[d[k]] = true;
});
domain = Object.keys(domain).sort(function (a, b) {
return b - a;
});
if (reverse) {
domain.reverse();
}
if (rangeBands === undefined) {
return d3.scale.ordinal().domain(domain).range(d3.range(domain.length));
} else {
return d3.scale.ordinal().domain(domain).rangeBands(rangeBands);
}
}
var xScale = ordScale('x');
var yScale = ordScale('y', undefined, true);
var xRbScale = ordScale('x', [0, hmWidth]);
var yRbScale = ordScale('y', [hmHeight, 0]);
var X = 0,
Y = 1;
var heatmapDim = [xRbScale.domain().length, yRbScale.domain().length];
var color = px.color.colorScalerFactory(fd.linear_color_scheme);
var scale = [
d3.scale.linear()
.domain([0, heatmapDim[X]])
.range([0, hmWidth]),
d3.scale.linear()
.domain([0, heatmapDim[Y]])
.range([0, hmHeight])
];
var container = d3.select(slice.selector)
.style("left", "0px")
.style("position", "relative")
.style("top", "0px");
var canvas = container.append("canvas")
.attr("width", heatmapDim[X])
.attr("height", heatmapDim[Y])
.style("width", hmWidth + "px")
.style("height", hmHeight + "px")
.style("image-rendering", fd.canvas_image_rendering)
.style("left", margins.l + "px")
.style("top", margins.t + "px")
.style("position", "absolute");
var svg = container.append("svg")
.attr("width", width)
.attr("height", height)
.style("left", "0px")
.style("top", "0px")
.style("position", "absolute");
var rect = svg.append('g')
.attr("transform", "translate(" + margins.l + "," + margins.t + ")")
.append('rect')
.style('fill-opacity', 0)
.attr('stroke', 'black')
.attr("width", hmWidth)
.attr("height", hmHeight);
var tip = d3.tip()
.attr('class', 'd3-tip')
.offset(function () {
var k = d3.mouse(this);
var x = k[0] - (hmWidth / 2);
return [k[1] - 20, x];
})
.html(function (d) {
var k = d3.mouse(this);
var m = Math.floor(scale[0].invert(k[0]));
var n = Math.floor(scale[1].invert(k[1]));
if (m in matrix && n in matrix[m]) {
var obj = matrix[m][n];
var s = "";
s += "<div><b>" + fd.all_columns_x + ": </b>" + obj.x + "<div>";
s += "<div><b>" + fd.all_columns_y + ": </b>" + obj.y + "<div>";
s += "<div><b>" + fd.metric + ": </b>" + obj.v + "<div>";
s += "<div><b>%: </b>" + fp(obj.perc) + "<div>";
return s;
}
});
rect.call(tip);
var xAxis = d3.svg.axis()
.scale(xRbScale)
.tickValues(xRbScale.domain().filter(
function (d, i) {
return !(i % (parseInt(fd.xscale_interval, 10)));
}))
.orient("bottom");
var yAxis = d3.svg.axis()
.scale(yRbScale)
.tickValues(yRbScale.domain().filter(
function (d, i) {
return !(i % (parseInt(fd.yscale_interval, 10)));
}))
.orient("left");
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(" + margins.l + "," + (margins.t + hmHeight) + ")")
.call(xAxis)
.selectAll("text")
.style("text-anchor", "end")
.attr("transform", "rotate(-45)")
.style("font-weight", "bold");
svg.append("g")
.attr("class", "y axis")
.attr("transform", "translate(" + margins.l + ", 0)")
.call(yAxis);
rect.on('mousemove', tip.show);
rect.on('mouseout', tip.hide);
var context = canvas.node().getContext("2d");
context.imageSmoothingEnabled = false;
createImageObj();
// Compute the pixel colors; scaled by CSS.
function createImageObj() {
var imageObj = new Image();
var image = context.createImageData(heatmapDim[0], heatmapDim[1]);
var pixs = {};
$.each(data, function (i, d) {
var c = d3.rgb(color(d.perc));
var x = xScale(d.x);
var y = yScale(d.y);
pixs[x + (y * xScale.domain().length)] = c;
if (matrix[x] === undefined) {
matrix[x] = {};
}
if (matrix[x][y] === undefined) {
matrix[x][y] = d;
}
});
var p = -1;
for (var i = 0; i < heatmapDim[0] * heatmapDim[1]; i++) {
var c = pixs[i];
var alpha = 255;
if (c === undefined) {
c = d3.rgb('#F00');
alpha = 0;
}
image.data[++p] = c.r;
image.data[++p] = c.g;
image.data[++p] = c.b;
image.data[++p] = alpha;
}
context.putImageData(image, 0, 0);
imageObj.src = canvas.node().toDataURL();
}
slice.done();
});
}
return {
render: refresh,
resize: refresh
};
}
module.exports = heatmapVis;