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1!=n.getDate()}],["%B",function(n){return n.getMonth()}],["%Y",we]]),Fs={range:function(n,t,e){return Zo.range(Math.ceil(n/e)*e,+t,e).map(Oo)},floor:wt,ceil:wt};js.year=Qa.year,Qa.scale=function(){return Fo(Zo.scale.linear(),js,Hs)};var Os=js.map(function(n){return[n[0].utc,n[1]]}),Ys=Ds.multi([[".%L",function(n){return n.getUTCMilliseconds()}],[":%S",function(n){return n.getUTCSeconds()}],["%I:%M",function(n){return n.getUTCMinutes()}],["%I %p",function(n){return n.getUTCHours()}],["%a %d",function(n){return n.getUTCDay()&&1!=n.getUTCDate()}],["%b %d",function(n){return 1!=n.getUTCDate()}],["%B",function(n){return n.getUTCMonth()}],["%Y",we]]);Os.year=Qa.year.utc,Qa.scale.utc=function(){return Fo(Zo.scale.linear(),Os,Ys)},Zo.text=St(function(n){return n.responseText}),Zo.json=function(n,t){return kt(n,"application/json",Yo,t)},Zo.html=function(n,t){return kt(n,"text/html",Io,t)},Zo.xml=St(function(n){return n.responseXML}),"function"==typeof define&&define.amd?define(Zo):"object"==typeof module&&module.exports&&(module.exports=Zo),this.d3=Zo}(); |
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//From https://github.com/ironwallaby/delaunay | |
//License: Public Domain | |
var Delaunay; | |
(function() { | |
"use strict"; | |
var EPSILON = 1.0 / 1048576.0; | |
function supertriangle(vertices) { | |
var xmin = Number.POSITIVE_INFINITY, | |
ymin = Number.POSITIVE_INFINITY, | |
xmax = Number.NEGATIVE_INFINITY, | |
ymax = Number.NEGATIVE_INFINITY, | |
i, dx, dy, dmax, xmid, ymid; | |
for(i = vertices.length; i--; ) { | |
if(vertices[i][0] < xmin) xmin = vertices[i][0]; | |
if(vertices[i][0] > xmax) xmax = vertices[i][0]; | |
if(vertices[i][1] < ymin) ymin = vertices[i][1]; | |
if(vertices[i][1] > ymax) ymax = vertices[i][1]; | |
} | |
dx = xmax - xmin; | |
dy = ymax - ymin; | |
dmax = Math.max(dx, dy); | |
xmid = xmin + dx * 0.5; | |
ymid = ymin + dy * 0.5; | |
return [ | |
[xmid - 20 * dmax, ymid - dmax], | |
[xmid , ymid + 20 * dmax], | |
[xmid + 20 * dmax, ymid - dmax] | |
]; | |
} | |
function circumcircle(vertices, i, j, k) { | |
var x1 = vertices[i][0], | |
y1 = vertices[i][1], | |
x2 = vertices[j][0], | |
y2 = vertices[j][1], | |
x3 = vertices[k][0], | |
y3 = vertices[k][1], | |
fabsy1y2 = Math.abs(y1 - y2), | |
fabsy2y3 = Math.abs(y2 - y3), | |
xc, yc, m1, m2, mx1, mx2, my1, my2, dx, dy; | |
/* Check for coincident points */ | |
if(fabsy1y2 < EPSILON && fabsy2y3 < EPSILON) | |
throw new Error("Eek! Coincident points!"); | |
if(fabsy1y2 < EPSILON) { | |
m2 = -((x3 - x2) / (y3 - y2)); | |
mx2 = (x2 + x3) / 2.0; | |
my2 = (y2 + y3) / 2.0; | |
xc = (x2 + x1) / 2.0; | |
yc = m2 * (xc - mx2) + my2; | |
} | |
else if(fabsy2y3 < EPSILON) { | |
m1 = -((x2 - x1) / (y2 - y1)); | |
mx1 = (x1 + x2) / 2.0; | |
my1 = (y1 + y2) / 2.0; | |
xc = (x3 + x2) / 2.0; | |
yc = m1 * (xc - mx1) + my1; | |
} | |
else { | |
m1 = -((x2 - x1) / (y2 - y1)); | |
m2 = -((x3 - x2) / (y3 - y2)); | |
mx1 = (x1 + x2) / 2.0; | |
mx2 = (x2 + x3) / 2.0; | |
my1 = (y1 + y2) / 2.0; | |
my2 = (y2 + y3) / 2.0; | |
xc = (m1 * mx1 - m2 * mx2 + my2 - my1) / (m1 - m2); | |
yc = (fabsy1y2 > fabsy2y3) ? | |
m1 * (xc - mx1) + my1 : | |
m2 * (xc - mx2) + my2; | |
} | |
dx = x2 - xc; | |
dy = y2 - yc; | |
return {i: i, j: j, k: k, x: xc, y: yc, r: dx * dx + dy * dy}; | |
} | |
function dedup(edges) { | |
var i, j, a, b, m, n; | |
for(j = edges.length; j; ) { | |
b = edges[--j]; | |
a = edges[--j]; | |
for(i = j; i; ) { | |
n = edges[--i]; | |
m = edges[--i]; | |
if((a === m && b === n) || (a === n && b === m)) { | |
edges.splice(j, 2); | |
edges.splice(i, 2); | |
break; | |
} | |
} | |
} | |
} | |
Delaunay = { | |
triangulate: function(vertices, key) { | |
var n = vertices.length, | |
i, j, indices, st, open, closed, edges, dx, dy, a, b, c; | |
/* Bail if there aren't enough vertices to form any triangles. */ | |
if(n < 3) | |
return []; | |
/* Slice out the actual vertices from the passed objects. (Duplicate the | |
* array even if we don't, though, since we need to make a supertriangle | |
* later on!) */ | |
vertices = vertices.slice(0); | |
if(key) | |
for(i = n; i--; ) | |
vertices[i] = vertices[i][key]; | |
/* Make an array of indices into the vertex array, sorted by the | |
* vertices' x-position. */ | |
indices = new Array(n); | |
for(i = n; i--; ) | |
indices[i] = i; | |
indices.sort(function(i, j) { | |
return vertices[j][0] - vertices[i][0]; | |
}); | |
/* Next, find the vertices of the supertriangle (which contains all other | |
* triangles), and append them onto the end of a (copy of) the vertex | |
* array. */ | |
st = supertriangle(vertices); | |
vertices.push(st[0], st[1], st[2]); | |
/* Initialize the open list (containing the supertriangle and nothing | |
* else) and the closed list (which is empty since we havn't processed | |
* any triangles yet). */ | |
open = [circumcircle(vertices, n + 0, n + 1, n + 2)]; | |
closed = []; | |
edges = []; | |
/* Incrementally add each vertex to the mesh. */ | |
for(i = indices.length; i--; edges.length = 0) { | |
c = indices[i]; | |
/* For each open triangle, check to see if the current point is | |
* inside it's circumcircle. If it is, remove the triangle and add | |
* it's edges to an edge list. */ | |
for(j = open.length; j--; ) { | |
/* If this point is to the right of this triangle's circumcircle, | |
* then this triangle should never get checked again. Remove it | |
* from the open list, add it to the closed list, and skip. */ | |
dx = vertices[c][0] - open[j].x; | |
if(dx > 0.0 && dx * dx > open[j].r) { | |
closed.push(open[j]); | |
open.splice(j, 1); | |
continue; | |
} | |
/* If we're outside the circumcircle, skip this triangle. */ | |
dy = vertices[c][1] - open[j].y; | |
if(dx * dx + dy * dy - open[j].r > EPSILON) | |
continue; | |
/* Remove the triangle and add it's edges to the edge list. */ | |
edges.push( | |
open[j].i, open[j].j, | |
open[j].j, open[j].k, | |
open[j].k, open[j].i | |
); | |
open.splice(j, 1); | |
} | |
/* Remove any doubled edges. */ | |
dedup(edges); | |
/* Add a new triangle for each edge. */ | |
for(j = edges.length; j; ) { | |
b = edges[--j]; | |
a = edges[--j]; | |
open.push(circumcircle(vertices, a, b, c)); | |
} | |
} | |
/* Copy any remaining open triangles to the closed list, and then | |
* remove any triangles that share a vertex with the supertriangle, | |
* building a list of triplets that represent triangles. */ | |
for(i = open.length; i--; ) | |
closed.push(open[i]); | |
open.length = 0; | |
for(i = closed.length; i--; ) | |
if(closed[i].i < n && closed[i].j < n && closed[i].k < n) | |
open.push(closed[i].i, closed[i].j, closed[i].k); | |
/* Yay, we're done! */ | |
return open; | |
}, | |
contains: function(tri, p) { | |
/* Bounding box test first, for quick rejections. */ | |
if((p[0] < tri[0][0] && p[0] < tri[1][0] && p[0] < tri[2][0]) || | |
(p[0] > tri[0][0] && p[0] > tri[1][0] && p[0] > tri[2][0]) || | |
(p[1] < tri[0][1] && p[1] < tri[1][1] && p[1] < tri[2][1]) || | |
(p[1] > tri[0][1] && p[1] > tri[1][1] && p[1] > tri[2][1])) | |
return null; | |
var a = tri[1][0] - tri[0][0], | |
b = tri[2][0] - tri[0][0], | |
c = tri[1][1] - tri[0][1], | |
d = tri[2][1] - tri[0][1], | |
i = a * d - b * c; | |
/* Degenerate tri. */ | |
if(i === 0.0) | |
return null; | |
var u = (d * (p[0] - tri[0][0]) - b * (p[1] - tri[0][1])) / i, | |
v = (a * (p[1] - tri[0][1]) - c * (p[0] - tri[0][0])) / i; | |
/* If we're outside the tri, fail. */ | |
if(u < 0.0 || v < 0.0 || (u + v) > 1.0) | |
return null; | |
return [u, v]; | |
} | |
}; | |
if(typeof module !== "undefined") | |
module.exports = Delaunay; | |
})(); |
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<!DOCTYPE html> | |
<html> | |
<head> | |
<meta http-equiv="Content-Type" content="text/html; charset=utf-8"> | |
<style> | |
svg{ | |
display:inline-block; | |
} | |
</style> | |
</head> | |
<body> | |
<p> | |
<input id="type_manual" type="radio" name="dataset_type" value="manual" checked="checked"/> | |
Manual: | |
<input type="text" id="dataset_manual" value="[[0,0,0], [1,0,0], [2,0,0], [3,0,0], [0,1,0], [1,1,6], [2,1,4], [3,1,0], [0,2,0], [1,2,4], [2,2,6], [3,2,0], [0,3,0], [1,3,0], [2,3,0], [3,3,0]]"/> | |
<br/> | |
<input id="type_random" type="radio" name="dataset_type" value="random"/> | |
Random: | |
<input type="text" id="dataset_random" value="20"/> points | |
<br/> | |
<input id="type_cosine" type="radio" name="dataset_type" value="cosine"/> | |
Cosine plane: | |
<input type="text" id="dataset_cosine" value="20"/> density | |
<br/> | |
<input id="show_triangles" type="checkbox"/> | |
show gradient outlines | |
</p> | |
<script src="d3.v3.min.js"></script> | |
<script src="delaunay.js"></script> | |
<script> | |
var w = 400, | |
h = 400; | |
var colors = [ | |
[0.00, "#00f"], | |
[0.33, "#0f0"], | |
[0.66, "#f00"], | |
[1.00, "#fff"], | |
]; | |
var SHOW_TRIANGLES = document.getElementById("show_triangles").checked; | |
//calculate the heatmap paths | |
function gradient_paths(data){ | |
//get min/max values | |
var max_x = d3.max(data, function(d){ return d[0]; }), | |
max_y = d3.max(data, function(d){ return d[1]; }), | |
min_z = d3.min(data, function(d){ return d[2]; }), | |
max_z = d3.max(data, function(d){ return d[2]; }); | |
//scale points | |
var X = d3.scale.linear() | |
.domain([0, max_x]) | |
.range([0, w]); | |
var Y = d3.scale.linear() | |
.domain([0, max_y]) | |
.range([0, h]); | |
//translate z values into colors | |
var z_domain = [], color_range = []; | |
for(var z = 0; z < colors.length; z++){ | |
z_domain.push((max_z - min_z) * colors[z][0] + min_z); | |
color_range.push(colors[z][1]); | |
} | |
var Z = d3.scale.linear() | |
.domain(z_domain) | |
.range(color_range); | |
//scale line | |
var line = d3.svg.line() | |
.x(function(d){ return d[0]; }) | |
.y(function(d){ return d[1]; }) | |
.interpolate("linear"); | |
//calculate stops for the gradients based on the color domain | |
function calc_stops(z1, z2){ | |
var z_list = []; | |
//no gradient, so just one stop | |
if(z1 === z2){ | |
z_list.push({"color": Z(z1), "offset": 1}); | |
} | |
//positive gradient | |
else if(z2 > z1){ | |
z_list.push({"color": Z(z1), "offset": 0}); | |
//add stops for all the color shifts | |
for(var i = 0; i < z_domain.length; i++){ | |
if(z_domain[i] <= z1 || z_domain[i] >= z2){ | |
continue; | |
} | |
z_list.push({ | |
"color": Z(z_domain[i]), | |
"offset": (z_domain[i] - z1) / (z2 - z1), | |
}); | |
} | |
z_list.push({"color": Z(z2), "offset": 1}); | |
} | |
//negative gradient | |
else if(z2 < z1){ | |
z_list.push({"color": Z(z1), "offset": 0}); | |
//add stops for all the color shifts | |
for(var i = z_domain.length - 1; i >= 0; i--){ | |
if(z_domain[i] >= z1 || z_domain[i] <= z2){ | |
continue; | |
} | |
z_list.push({ | |
"color": Z(z_domain[i]), | |
"offset": (z_domain[i] - z1) / (z2 - z1), | |
}); | |
} | |
z_list.push({"color": Z(z2), "offset": 1}); | |
} | |
return z_list; | |
} | |
//calculate gradients from three points | |
var id_counter = 0; | |
function calc_gradients(p1, p2, p3, no_scale){ | |
var result = []; | |
//transform to scale | |
if(!no_scale){ | |
p1 = [X(p1[0]), Y(p1[1]), p1[2]]; | |
p2 = [X(p2[0]), Y(p2[1]), p2[2]]; | |
p3 = [X(p3[0]), Y(p3[1]), p3[2]]; | |
} | |
//no gradient if all the points are the same z | |
if(p1[2] === p2[2] && p1[2] === p3[2]){ | |
result.push({ | |
"path": line([p1, p2, p3, p1]), | |
"id": "grad" + id_counter, | |
"start": [p1[0], p1[1]], | |
"end": [p1[0], p1[1]], | |
"stops": calc_stops(p1[2], p1[2]), | |
}); | |
} | |
//single gradient if two points are same z | |
else if(p1[2] === p2[2] || p1[2] === p3[2] || p2[2] === p3[2]){ | |
//make points z1 and z2 be along the same-z line | |
if(p1[2] === p2[2]){ | |
var z1 = p1; | |
var z2 = p2; | |
var z3 = p3; | |
} | |
else if(p1[2] === p3[2]){ | |
var z1 = p1; | |
var z2 = p3; | |
var z3 = p2; | |
} | |
else if(p2[2] === p3[2]){ | |
var z1 = p2; | |
var z2 = p3; | |
var z3 = p1; | |
} | |
//find line perpendicular to same-z line | |
//(vertical special case) | |
if(z2[0] - z1[0] < 0.00001 && z2[0] - z1[0] > -0.00001){ | |
var intersect_x = z1[0]; | |
var intersect_y = z3[1]; | |
} | |
//(horizontal special case) | |
else if(z2[1] - z1[1] < 0.00001 && z2[1] - z1[1] > -0.00001){ | |
var intersect_x = z3[0]; | |
var intersect_y = z1[1]; | |
} | |
//(normal case) | |
else{ | |
var m1 = (z2[1] - z1[1]) / (z2[0] - z1[0]); | |
//find point where same-z line intersects | |
var intersect_x = (z3[1] - z1[1] + (m1 * z1[0]) + (z3[0] / m1)) / (m1 + 1 / m1); | |
var intersect_y = (-1 / m1) * intersect_x + (z3[0] / m1) + z3[1]; | |
} | |
//make gradient follow the perpendiular line segment | |
result.push({ | |
"path": line([p1, p2, p3, p1]), | |
"id": "grad" + id_counter, | |
"start": [z3[0], z3[1]], | |
"end": [intersect_x, intersect_y], | |
"stops": calc_stops(z3[2], z1[2]), | |
}); | |
} | |
//split up triangle into two smaller triangles | |
//(so the linear gradients match up) | |
else{ | |
//sort points based on z value | |
var p123 = [p1, p2, p3].sort(function(a, b){ | |
if(a[2] < b[2]){ | |
return true; | |
} | |
return false; | |
}); | |
var z1 = p123[0], | |
z2 = p123[1], | |
z3 = p123[2]; | |
//determine location of z2 value on the z1-to-z3 line | |
//(vertical case) | |
if(z3[0] - z1[0] < 0.00001 && z3[0] - z1[0] > -0.00001){ | |
var m = (z3[2] - z1[2]) / (z3[1] - z1[1]); | |
var b = z1[2] - m * z1[1]; | |
var intersect_x = z1[0]; | |
var intersect_y = (z2[2] - b) / m; | |
} | |
//(horizontal case) | |
else if(z3[1] - z1[1] < 0.00001 && z3[1] - z1[1] > -0.00001){ | |
var m = (z3[2] - z1[2]) / (z3[0] - z1[0]); | |
var b = z1[2] - m * z1[0]; | |
var intersect_x = (z2[2] - b) / m; | |
var intersect_y = z1[1]; | |
} | |
//(normal case) | |
else{ | |
var intersect_x = (z3[0] - z1[0]) / (z3[2] - z1[2]) * (z2[2] - z3[2]) + z3[0]; | |
var intersect_y = (z3[1] - z1[1]) / (z3[2] - z1[2]) * (z2[2] - z3[2]) + z3[1]; | |
} | |
//get gradients for two smaller triangles | |
result = result.concat(calc_gradients(z1, z2, [intersect_x, intersect_y, z2[2]], true)); | |
result = result.concat(calc_gradients(z2, z3, [intersect_x, intersect_y, z2[2]], true)); | |
} | |
id_counter += 1; | |
return result; | |
} | |
//get the Delaunay triangles | |
var delaunay_indexes = Delaunay.triangulate(data); | |
//Go through grid and calculate gradients for each triangle | |
var result = []; | |
for(var i = 0; i < delaunay_indexes.length; i+=3){ | |
result = result.concat(calc_gradients( | |
data[delaunay_indexes[i + 0]], | |
data[delaunay_indexes[i + 1]], | |
data[delaunay_indexes[i + 2]] | |
)); | |
} | |
return result; | |
} | |
//insert the heatmap | |
function heatmap(data, location){ | |
var paths = gradient_paths(data); | |
//add the gradients | |
var grads = location.selectAll("linearGradient") | |
.data(paths) | |
.enter().append("linearGradient") | |
.attr("id", function(d){ return d.id; }) | |
.attr("x1", function(d){ return d.start[0]; }) | |
.attr("y1", function(d){ return d.start[1]; }) | |
.attr("x2", function(d){ return d.end[0]; }) | |
.attr("y2", function(d){ return d.end[1]; }) | |
.attr("gradientUnits", "userSpaceOnUse"); | |
//add the stops for the gradients | |
grads.selectAll("stop") | |
.data(function(d){ return d.stops; }) | |
.enter().append("stop") | |
.attr("offset", function(d){ return d.offset; }) | |
.attr("stop-color", function(d){ return d.color; }); | |
//add the triangles and associate them with their gradients | |
location.selectAll("path") | |
.data(paths) | |
.enter().append("path") | |
.attr("d", function(d){ return d.path; }) | |
.style("stroke-width", 1) | |
.style("stroke", function(d){ return SHOW_TRIANGLES ? "#000" : "url(#" + d.id + ")"; }) | |
.style("fill", function(d){ return "url(#" + d.id + ")"; }); | |
} | |
//generate some random data | |
function dataset_random(size){ | |
var d = [[0,0,0], [1,0,0], [0,1,0], [1,1,0]]; //corners are always zero | |
for(var i = 0; i < size; i++){ | |
d.push([Math.random(), Math.random(), Math.random() * 50]); | |
} | |
return d; | |
} | |
//generate a cosine plane | |
function dataset_cosine(density){ | |
var d = []; | |
for(var i = 0; i < density; i++){ | |
for(var j = 0; j < density; j++){ | |
//z = cos(sqrt(x^2 + y^2)) | |
var x = i / density * Math.PI * 50, | |
y = j / density * Math.PI * 50; | |
var z = Math.cos(Math.pow(Math.pow(x, 2) + Math.pow(y, 2), 0.5)); | |
d.push([i, j, z]); | |
} | |
} | |
return d; | |
} | |
//compare the heatmap to a simple circle grid | |
function circle_grid(data, location){ | |
//calculate scales | |
var max_x = d3.max(data, function(d){ return d[0]; }), | |
max_y = d3.max(data, function(d){ return d[1]; }), | |
min_z = d3.min(data, function(d){ return d[2]; }), | |
max_z = d3.max(data, function(d){ return d[2]; }); | |
var X = d3.scale.linear() | |
.domain([0, max_x]) | |
.range([0, w]); | |
var Y = d3.scale.linear() | |
.domain([0, max_y]) | |
.range([0, h]); | |
var R = d3.scale.linear() | |
.domain([min_z, max_z]) | |
.range([1, 10]); | |
location.selectAll("circle") | |
.data(data) | |
.enter().append("circle") | |
.attr("cx", function(d){ return X(d[0]); }) | |
.attr("cy", function(d){ return Y(d[1]); }) | |
.attr("r", function(d){ return R(d[2]); }) | |
.attr("fill", "steelblue"); | |
} | |
//TODO: interpolate based on chart size, not dataset size | |
var svg1 = d3.select("body").append("svg") | |
.attr("id", "heatmap") | |
.attr("width", w) | |
.attr("height", h); | |
var svg2 = d3.select("body").append("svg") | |
.attr("id", "spots") | |
.attr("width", w) | |
.attr("height", h); | |
//event that fires when there are data updates | |
function change_type(){ | |
//get dataset | |
if(document.getElementById("type_manual").checked){ | |
var dataset = JSON.parse(document.getElementById("dataset_manual").value); | |
} | |
else if(document.getElementById("type_random").checked){ | |
var dataset = dataset_random(parseInt(document.getElementById("dataset_random").value)); | |
} | |
else if(document.getElementById("type_cosine").checked){ | |
var dataset = dataset_cosine(parseInt(document.getElementById("dataset_cosine").value)); | |
} | |
//remove existing data | |
document.getElementById("heatmap").innerHTML = ""; | |
document.getElementById("spots").innerHTML = ""; | |
//update charts | |
heatmap(dataset, svg1); | |
circle_grid(dataset, svg2); | |
} | |
//event that fires when you want to see the triangle outlines | |
function change_lines(){ | |
SHOW_TRIANGLES = document.getElementById("show_triangles").checked; | |
change_type(); | |
} | |
//bind change events | |
document.getElementById("type_manual").addEventListener("change", change_type); | |
document.getElementById("type_random").addEventListener("change", change_type); | |
document.getElementById("type_cosine").addEventListener("change", change_type); | |
document.getElementById("dataset_manual").addEventListener("blur", change_type); | |
document.getElementById("dataset_random").addEventListener("blur", change_type); | |
document.getElementById("dataset_cosine").addEventListener("blur", change_type); | |
document.getElementById("show_triangles").addEventListener("change", change_lines); | |
//initialize | |
change_type(); | |
</script> | |
</body> | |
</html> | |
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