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Last active January 1, 2016 08:09
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D3 Canvas ImageData w/ Constrained Zooming and Marginal Distributions
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<!DOCTYPE html>
<meta charset="utf-8">
<title>Canvas ImageData Zoom w/ Marginals</title>
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position: relative;
}
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canvas {
position: absolute;
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/*
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image-rendering: -moz-crisp-edges; /* Firefox */
image-rendering: -o-crisp-edges; /* Opera */
image-rendering: -webkit-optimize-contrast;/* Webkit (non-standard naming) */
image-rendering: crisp-edges;
-ms-interpolation-mode: nearest-neighbor; /* IE (non-standard property) */
}
*/
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<script src="http://d3js.org/d3.v3.min.js"></script>
<body>
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var total_width = 500,
total_height = 500,
margin = {top: 40, left: 40, bottom: total_height*.8, right: total_width *.8},
bottompanel_margin = {top: margin.bottom, bottom: total_height-30, left: margin.left, right: margin.right},
rightpanel_margin = {top: margin.top, left: margin.right, bottom: margin.bottom, right: total_width-30},
width = margin.right-margin.left,//total_width - margin.left - margin.right,
height = margin.bottom - margin.top,//total_height - margin.top - margin.bottom,
bottompanel_height = bottompanel_margin.bottom - bottompanel_margin.top,
rightpanel_width = rightpanel_margin.right - rightpanel_margin.left;
var xmin = 0;
var xmax = width;
var ymin = 0;
var ymax = height;
var ctx;
var imageObj = new Image();
// The 0.5 offset makes the scale ones-based, making it so that tick marks
// are centered in the pixel.
var x = d3.scale.linear()
.domain([xmin+.5, xmax+.5])
.range([0.5, width+.5]);
var y = d3.scale.linear()
.domain([ymin+.5, ymax+.5])
.range([0, height]);
var bottompanel_y = d3.scale.linear()
.domain([ymin+.5, ymax+.5])
.range([bottompanel_height, 0]);
var rightpanel_x = d3.scale.linear()
.domain([xmin+.5, xmax+.5])
.range([0, rightpanel_width]);
var xAxis = d3.svg.axis()
.scale(x)
.orient("bottom")
.tickSize(-height-bottompanel_height); // tickLine == gridline
var yAxis = d3.svg.axis()
.scale(y)
.orient("left")
.tickSize(-width-rightpanel_width); // tickLine == gridline
var bottompanel_xAxis = d3.svg.axis()
.scale(x)
.orient("bottom");
var bottompanel_yAxis = d3.svg.axis()
.scale(bottompanel_y)
.ticks(3)
.orient("left");
var rightpanel_xAxis = d3.svg.axis()
.scale(rightpanel_x)
.ticks(3)
.orient("bottom");
var rightpanel_yAxis = d3.svg.axis()
.scale(y)
.orient("right");
var zoom = d3.behavior.zoom()
.x(x)
.y(y)
.scaleExtent([1, 100])
.on("zoom", refresh);
var color = d3.scale.linear()
.domain([0, .5, 1])
.range(["#eff3ff", "#6baed6", "#08519c"]);
var canvas = d3.select("body").append("canvas")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")")
.style("left", margin.left + "px")
.style("top", margin.top + "px")
.style("width", width + "px")
.style("height", height + "px")
.style("position", "absolute");
var svg = d3.select("body").append("svg")
.attr("width", total_width)
.attr("height", total_height)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
// We make an invisible rectangle to intercept mouse events for zooming.
svg.append("rect")
.attr("width", width)
.attr("height", height)
.style("fill", "000")
.style("opacity", 1e-6)
.call(zoom);
svg.append("g")
.attr("class", "y axis grid")
.call(yAxis)
.call(removeZero);
var bottompanel_context = svg.append("g")
.attr("transform", "translate(0," + (bottompanel_margin.top - margin.top) + ")");
svg.append("defs").append("clipPath")
.attr("id", "bottomclip")
.append("rect")
.attr("width", width)
.attr("height", bottompanel_height);
bottompanel_context.append("path")
.attr("clip-path", "url(#bottomclip)");
bottompanel_context.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + bottompanel_height + ")")
.call(bottompanel_xAxis)
.call(removeZero);
bottompanel_context.append("g")
.attr("class", "x axis grid")
.attr("transform", "translate(0," + bottompanel_height + ")")
.call(zoom)
.call(xAxis)
.call(removeZero);
bottompanel_context.append("g")
.attr("class", "y axis")
.call(bottompanel_yAxis)
.call(removeZero);
var rightpanel_context = svg.append("g")
.attr("transform", "translate(" + (rightpanel_margin.left-margin.left) + ",0)");
svg.append("defs").append("clipPath")
.attr("id", "rightclip")
.append("rect")
.attr("width", rightpanel_width)
.attr("height", height);
rightpanel_context.append("path")
.attr("clip-path", "url(#rightclip)");
rightpanel_context.append("g")
.attr("class", "y axis")
.attr("transform", "translate(" + rightpanel_width + ",0)")
.call(rightpanel_yAxis)
.call(removeZero);
rightpanel_context.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + (rightpanel_margin.bottom-margin.top) + ")")
.call(rightpanel_xAxis)
.call(removeZero);
var columnsum_line = d3.svg.line()
.x(function(d) { return x(d[0]); })
.y(function(d) { return bottompanel_y(d[1]); });
var rowsum_line = d3.svg.line()
.y(function(d) { return y(d[0]); })
.x(function(d) { return rightpanel_x(d[1]); });
var heatmap;
// Keep an eye out for "translateExtent" or "xExtent" methods that may be
// added at some point to bound the limits of zooming and panning. Until then,
// this works.
function refresh() {
var t = zoom.translate();
var s = zoom.scale();
var tx = t[0],
ty = t[1];
var xdom = x.domain();
var reset_s = 0;
if ((xdom[1] - xdom[0]) >= (xmax - xmin)) {
zoom.x(x.domain([xmin+.5, xmax+.5]));
xdom = x.domain();
reset_s = 1;
}
var ydom = y.domain();
if ((ydom[1] - ydom[0]) >= (ymax - ymin)) {
zoom.y(y.domain([ymin+.5, ymax+.5]));
ydom = y.domain();
reset_s += 1;
}
if (reset_s == 2) { // Both axes are full resolution. Reset.
zoom.scale(1);
tx = 0;
ty = 0;
}
else {
if (xdom[0] < xmin + .5) {
tx = 0;
x.domain([xmin+.5, xdom[1] - xdom[0] + xmin+.5]);
xdom = x.domain();
}
if (xdom[1] > xmax + .5) {
xdom[0] -= xdom[1] - xmax;
tx = -xdom[0]*width/(xmax-xmin)*s;
x.domain([xdom[0]+.5, xmax+.5]);
}
if (ydom[0] < ymin + .5) {
y.domain([ymin+.5, ydom[1] - ydom[0] + ymin+.5]);
ydom = y.domain();
// Image origin = (top,left)
ty = 0;
// If image origin = (bottom,left), uncomment next line.
// ty = -(ymax-ydom[1])*height/(ymax-ymin)*s;
}
if (ydom[1] > ymax + .5) {
ydom[0] -= ydom[1] - ymax;
ty = -ydom[0]*height/(ymax-ymin)*s;
// If image origin = (bottom, left), uncomment next line.
// ty = 0;
y.domain([ydom[0]+.5, ymax+.5]);
}
}
// Reset (possibly) if hit an edge so that next focus event starts correctly.
zoom.translate([tx, ty]);
ctx.drawImage(imageObj,
tx*imageObj.width/width, ty*imageObj.height/height,
imageObj.width*s, imageObj.height*s);
draw_column_sum();
draw_row_sum();
bottompanel_context.selectAll(".x.axis").call(bottompanel_xAxis).call(removeZero);
bottompanel_context.selectAll(".y.axis").call(bottompanel_yAxis).call(removeZero);
rightpanel_context.selectAll(".x.axis").call(rightpanel_xAxis).call(removeZero);
rightpanel_context.selectAll(".y.axis").call(rightpanel_yAxis).call(removeZero);
svg.selectAll(".x.axis.grid").call(xAxis).call(removeZero);
svg.selectAll(".y.axis.grid").call(yAxis).call(removeZero);
}
function removeZero(axis) {
axis.selectAll("g").filter(function(d) { return !d; }).remove();
}
var sum = function(arr) {
return arr.reduce(function(a, b){ return a + b; }, 0);
};
d3.json("heatmap.json", function(error, json) {
heatmap = json;
xmax = heatmap[0].length,
ymax = heatmap.length;
x.domain([0+.5, xmax+.5]);
y.domain([0+.5, ymax+.5]);
d3.select("canvas")
.attr("width", xmax)
.attr("height", ymax)
.attr("transform", "translate(" + margin.left + "," + margin.top + ")")
.call(drawImage);
// Compute the pixel colors; scaled by CSS.
function drawImage(canvas) {
ctx = canvas.node().getContext("2d");
var img = ctx.createImageData(xmax, ymax);
for (var y = 0, p = -1; y < ymax; ++y) {
for (var x = 0; x < xmax; ++x) {
var c = d3.rgb(color(heatmap[y][x]));
img.data[++p] = c.r;
img.data[++p] = c.g;
img.data[++p] = c.b;
img.data[++p] = 255;
}
}
// Keeping pixels as nearest neighbor (as anti-aliased as we can get
// without doing more programming) allows us to see how the marginals
// line up when zooming in a lot.
ctx.mozImageSmoothingEnabled = false;
ctx.webkitImageSmoothingEnabled = false;
ctx.msImageSmoothingEnabled = false;
ctx.imageSmoothingEnabled = false;
ctx.putImageData(img, 0, 0);
imageObj.src = canvas.node().toDataURL();
}
draw_column_sum();
draw_row_sum();
refresh();
});
var draw_column_sum = function () {
var cropped = heatmap.slice(Math.floor(y.domain()[0]), Math.ceil(y.domain()[1]));
cropped = d3.transpose(cropped);
cropped = cropped.slice(Math.floor(x.domain()[0]), Math.ceil(x.domain()[1]));
var column_sum = cropped.map(sum);
bottompanel_y.domain([d3.min(column_sum)*.95, d3.max(column_sum)*1.05]);
bottompanel_context.select("path")
.datum(d3.zip(d3.range(
Math.floor(x.domain()[0])+1, Math.floor(x.domain()[0])+column_sum.length+10),
column_sum))
.attr("class", "line")
.attr("d", columnsum_line);
}
var draw_row_sum = function () {
var cropped = heatmap.slice(Math.floor(y.domain()[0]), Math.ceil(y.domain()[1]));
cropped = d3.transpose(cropped);
cropped = cropped.slice(Math.floor(x.domain()[0]), Math.ceil(x.domain()[1]));
var row_sum = d3.transpose(cropped).map(sum);
rightpanel_x.domain([d3.min(row_sum)*.95, d3.max(row_sum)*1.05]);
rightpanel_context.select("path")
.datum(d3.zip(d3.range(
Math.floor(y.domain()[0])+1, Math.floor(y.domain()[0])+row_sum.length+10),
row_sum))
.attr("class", "line")
.attr("d", rowsum_line);
}
</script>
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