/** * Constructs a new, empty stack layout. Layouts are not typically constructed * directly; instead, they are added to an existing panel via * {@link pv.Mark#add}. * * @class Implements a layout for stacked visualizations, ranging from simple * stacked bar charts to more elaborate "streamgraphs" composed of stacked * areas. Stack layouts uses length as a visual encoding, as opposed to * position, as the layers do not share an aligned axis. * *

Marks can be stacked vertically or horizontally. For example, * *

vis.add(pv.Layout.Stack)
 *     .layers([[1, 1.2, 1.7, 1.5, 1.7],
 *              [.5, 1, .8, 1.1, 1.3],
 *              [.2, .5, .8, .9, 1]])
 *     .x(function() this.index * 35)
 *     .y(function(d) d * 40)
 *   .layer.add(pv.Area);
* * specifies a vertically-stacked area chart, using the default "bottom-left" * orientation with "zero" offset. This visualization can be easily changed into * a streamgraph using the "wiggle" offset, which attempts to minimize change in * slope weighted by layer thickness. See the {@link #offset} property for more * supported streamgraph algorithms. * *

In the simplest case, the layer data can be specified as a two-dimensional * array of numbers. The x and y psuedo-properties are used to * define the thickness of each layer at the given position, respectively; in * the above example of the "bottom-left" orientation, the x and * y psuedo-properties are equivalent to the left and * height properties that you might use if you implemented a stacked * area by hand. * *

The advantage of using the stack layout is that the baseline, i.e., the * bottom property is computed automatically using the specified offset * algorithm. In addition, the order of layers can be computed using a built-in * algorithm via the order property. * *

With the exception of the "expand" offset, the stack layout does * not perform any automatic scaling of data; the values returned from * x and y specify pixel sizes. To simplify scaling math, use * this layout in conjunction with {@link pv.Scale.linear} or similar. * *

In other cases, the values psuedo-property can be used to define * the data more flexibly. As with a typical panel & area, the * layers property corresponds to the data in the enclosing panel, * while the values psuedo-property corresponds to the data for the * area within the panel. For example, given an array of data values: * *

var crimea = [
 *  { date: "4/1854", wounds: 0, other: 110, disease: 110 },
 *  { date: "5/1854", wounds: 0, other: 95, disease: 105 },
 *  { date: "6/1854", wounds: 0, other: 40, disease: 95 },
 *  ...
* * and a corresponding array of series names: * *
var causes = ["wounds", "other", "disease"];
* * Separate layers can be defined for each cause like so: * *
vis.add(pv.Layout.Stack)
 *     .layers(causes)
 *     .values(crimea)
 *     .x(function(d) x(d.date))
 *     .y(function(d, p) y(d[p]))
 *   .layer.add(pv.Area)
 *     ...
* * As with the panel & area case, the datum that is passed to the * psuedo-properties x and y are the values (an element in * crimea); the second argument is the layer data (a string in * causes). Additional arguments specify the data of enclosing panels, * if any. * * @extends pv.Layout */ pv.Layout.Stack = function() { pv.Layout.call(this); var that = this, /** @ignore */ none = function() { return null; }, prop = {t: none, l: none, r: none, b: none, w: none, h: none}, values, buildImplied = that.buildImplied; /** @private Proxy the given property on the layer. */ function proxy(name) { return function() { return prop[name](this.parent.index, this.index); }; } /** @private Compute the layout! */ this.buildImplied = function(s) { buildImplied.call(this, s); var data = s.layers, n = data.length, m, orient = s.orient, horizontal = /^(top|bottom)\b/.test(orient), h = this.parent[horizontal ? "height" : "width"](), x = [], y = [], dy = []; /* * Iterate over the data, evaluating the values, x and y functions. The * context in which the x and y psuedo-properties are evaluated is a * pseudo-mark that is a grandchild of this layout. */ var stack = pv.Mark.stack, o = {parent: {parent: this}}; stack.unshift(null); values = []; for (var i = 0; i < n; i++) { dy[i] = []; y[i] = []; o.parent.index = i; stack[0] = data[i]; values[i] = this.$values.apply(o.parent, stack); if (!i) m = values[i].length; stack.unshift(null); for (var j = 0; j < m; j++) { stack[0] = values[i][j]; o.index = j; if (!i) x[j] = this.$x.apply(o, stack); dy[i][j] = this.$y.apply(o, stack); } stack.shift(); } stack.shift(); /* order */ var index; switch (s.order) { case "inside-out": { var max = dy.map(function(v) { return pv.max.index(v); }), map = pv.range(n).sort(function(a, b) { return max[a] - max[b]; }), sums = dy.map(function(v) { return pv.sum(v); }), top = 0, bottom = 0, tops = [], bottoms = []; for (var i = 0; i < n; i++) { var j = map[i]; if (top < bottom) { top += sums[j]; tops.push(j); } else { bottom += sums[j]; bottoms.push(j); } } index = bottoms.reverse().concat(tops); break; } case "reverse": index = pv.range(n - 1, -1, -1); break; default: index = pv.range(n); break; } /* offset */ switch (s.offset) { case "silohouette": { for (var j = 0; j < m; j++) { var o = 0; for (var i = 0; i < n; i++) o += dy[i][j]; y[index[0]][j] = (h - o) / 2; } break; } case "wiggle": { var o = 0; for (var i = 0; i < n; i++) o += dy[i][0]; y[index[0]][0] = o = (h - o) / 2; for (var j = 1; j < m; j++) { var s1 = 0, s2 = 0, dx = x[j] - x[j - 1]; for (var i = 0; i < n; i++) s1 += dy[i][j]; for (var i = 0; i < n; i++) { var s3 = (dy[index[i]][j] - dy[index[i]][j - 1]) / (2 * dx); for (var k = 0; k < i; k++) { s3 += (dy[index[k]][j] - dy[index[k]][j - 1]) / dx; } s2 += s3 * dy[index[i]][j]; } y[index[0]][j] = o -= s1 ? s2 / s1 * dx : 0; } break; } case "expand": { for (var j = 0; j < m; j++) { y[index[0]][j] = 0; var k = 0; for (var i = 0; i < n; i++) k += dy[i][j]; if (k) { k = h / k; for (var i = 0; i < n; i++) dy[i][j] *= k; } else { k = h / n; for (var i = 0; i < n; i++) dy[i][j] = k; } } break; } default: { for (var j = 0; j < m; j++) y[index[0]][j] = 0; break; } } /* Propagate the offset to the other series. */ for (var j = 0; j < m; j++) { var o = y[index[0]][j]; for (var i = 1; i < n; i++) { o += dy[index[i - 1]][j]; y[index[i]][j] = o; } } /* Find the property definitions for dynamic substitution. */ var i = orient.indexOf("-"), pdy = horizontal ? "h" : "w", px = i < 0 ? (horizontal ? "l" : "b") : orient.charAt(i + 1), py = orient.charAt(0); for (var p in prop) prop[p] = none; prop[px] = function(i, j) { return x[j]; }; prop[py] = function(i, j) { return y[i][j]; }; prop[pdy] = function(i, j) { return dy[i][j]; }; }; /** * The layer prototype. This prototype is intended to be used with an area, * bar or panel mark (or subclass thereof). Other mark types may be possible, * though note that the stack layout is not currently designed to support * radial stacked visualizations using wedges. * *

The layer is not a direct child of the stack layout; a hidden panel is * used to replicate layers. * * @type pv.Mark * @name pv.Layout.Stack.prototype.layer */ this.layer = new pv.Mark() .data(function() { return values[this.parent.index]; }) .top(proxy("t")) .left(proxy("l")) .right(proxy("r")) .bottom(proxy("b")) .width(proxy("w")) .height(proxy("h")); this.layer.add = function(type) { return that.add(pv.Panel) .data(function() { return that.layers(); }) .add(type) .extend(this); }; }; pv.Layout.Stack.prototype = pv.extend(pv.Layout) .property("orient", String) .property("offset", String) .property("order", String) .property("layers"); /** * Default properties for stack layouts. The default orientation is * "bottom-left", the default offset is "zero", and the default layers is * [[]]. * * @type pv.Layout.Stack */ pv.Layout.Stack.prototype.defaults = new pv.Layout.Stack() .extend(pv.Layout.prototype.defaults) .orient("bottom-left") .offset("zero") .layers([[]]); /** @private */ pv.Layout.Stack.prototype.$x = /** @private */ pv.Layout.Stack.prototype.$y = function() { return 0; }; /** * The x psuedo-property; determines the position of the value within the layer. * This typically corresponds to the independent variable. For example, with the * default "bottom-left" orientation, this function defines the "left" property. * * @param {function} f the x function. * @returns {pv.Layout.Stack} this. */ pv.Layout.Stack.prototype.x = function(f) { /** @private */ this.$x = pv.functor(f); return this; }; /** * The y psuedo-property; determines the thickness of the layer at the given * value. This typically corresponds to the dependent variable. For example, * with the default "bottom-left" orientation, this function defines the * "height" property. * * @param {function} f the y function. * @returns {pv.Layout.Stack} this. */ pv.Layout.Stack.prototype.y = function(f) { /** @private */ this.$y = pv.functor(f); return this; }; /** @private The default value function; identity. */ pv.Layout.Stack.prototype.$values = pv.identity; /** * The values function; determines the values for a given layer. The default * value is the identity function, which assumes that the layers property is * specified as a two-dimensional (i.e., nested) array. * * @param {function} f the values function. * @returns {pv.Layout.Stack} this. */ pv.Layout.Stack.prototype.values = function(f) { this.$values = pv.functor(f); return this; }; /** * The layer data in row-major order. The value of this property is typically a * two-dimensional (i.e., nested) array, but any array can be used, provided the * values psuedo-property is defined accordingly. * * @type array[] * @name pv.Layout.Stack.prototype.layers */ /** * The layer orientation. The following values are supported:

. The default value is "bottom-left", which means that the layers will * be built from the bottom-up, and the values within layers will be laid out * from left-to-right. * *

Note that with non-zero baselines, some orientations may give similar * results. For example, offset("silohouette") centers the layers, resulting in * a streamgraph. Thus, the orientations "bottom-left" and "top-left" will * produce similar results, differing only in the layer order. * * @type string * @name pv.Layout.Stack.prototype.orient */ /** * The layer order. The following values are supported:

For details on the inside-out order algorithm, refer to "Stacked Graphs * -- Geometry & Aesthetics" by L. Byron and M. Wattenberg, IEEE TVCG * November/December 2008. * * @type string * @name pv.Layout.Stack.prototype.order */ /** * The layer offset; the y-position of the bottom of the lowest layer. The * following values are supported:For details on these offset algorithms, refer to "Stacked Graphs -- * Geometry & Aesthetics" by L. Byron and M. Wattenberg, IEEE TVCG * November/December 2008. * * @type string * @name pv.Layout.Stack.prototype.offset */