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calc.js
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/**
* Copyright 2012-2019, Plotly, Inc.
* All rights reserved.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*/
'use strict';
var Lib = require('../../lib');
var Axes = require('../../plots/cartesian/axes');
var binFunctions = require('../histogram/bin_functions');
var normFunctions = require('../histogram/norm_functions');
var doAvg = require('../histogram/average');
var getBinSpanLabelRound = require('../histogram/bin_label_vals');
var calcAllAutoBins = require('../histogram/calc').calcAllAutoBins;
module.exports = function calc(gd, trace) {
var xa = Axes.getFromId(gd, trace.xaxis);
var ya = Axes.getFromId(gd, trace.yaxis);
var xcalendar = trace.xcalendar;
var ycalendar = trace.ycalendar;
var xr2c = function(v) { return xa.r2c(v, 0, xcalendar); };
var yr2c = function(v) { return ya.r2c(v, 0, ycalendar); };
var xc2r = function(v) { return xa.c2r(v, 0, xcalendar); };
var yc2r = function(v) { return ya.c2r(v, 0, ycalendar); };
var i, j, n, m;
// calculate the bins
var xBinsAndPos = calcAllAutoBins(gd, trace, xa, 'x');
var xBinSpec = xBinsAndPos[0];
var xPos0 = xBinsAndPos[1];
var yBinsAndPos = calcAllAutoBins(gd, trace, ya, 'y');
var yBinSpec = yBinsAndPos[0];
var yPos0 = yBinsAndPos[1];
var serieslen = trace._length;
if(xPos0.length > serieslen) xPos0.splice(serieslen, xPos0.length - serieslen);
if(yPos0.length > serieslen) yPos0.splice(serieslen, yPos0.length - serieslen);
// make the empty bin array & scale the map
var z = [];
var onecol = [];
var zerocol = [];
var nonuniformBinsX = typeof xBinSpec.size === 'string';
var nonuniformBinsY = typeof yBinSpec.size === 'string';
var xEdges = [];
var yEdges = [];
var xbins = nonuniformBinsX ? xEdges : xBinSpec;
var ybins = nonuniformBinsY ? yEdges : yBinSpec;
var total = 0;
var counts = [];
var inputPoints = [];
var norm = trace.histnorm;
var func = trace.histfunc;
var densitynorm = norm.indexOf('density') !== -1;
var extremefunc = func === 'max' || func === 'min';
var sizeinit = extremefunc ? null : 0;
var binfunc = binFunctions.count;
var normfunc = normFunctions[norm];
var doavg = false;
var xinc = [];
var yinc = [];
// set a binning function other than count?
// for binning functions: check first for 'z',
// then 'mc' in case we had a colored scatter plot
// and want to transfer these colors to the 2D histo
// TODO: axe this, make it the responsibility of the app changing type? or an impliedEdit?
var rawCounterData = ('z' in trace) ?
trace.z :
(('marker' in trace && Array.isArray(trace.marker.color)) ?
trace.marker.color : '');
if(rawCounterData && func !== 'count') {
doavg = func === 'avg';
binfunc = binFunctions[func];
}
// decrease end a little in case of rounding errors
var xBinSize = xBinSpec.size;
var xBinStart = xr2c(xBinSpec.start);
var xBinEnd = xr2c(xBinSpec.end) +
(xBinStart - Axes.tickIncrement(xBinStart, xBinSize, false, xcalendar)) / 1e6;
for(i = xBinStart; i < xBinEnd; i = Axes.tickIncrement(i, xBinSize, false, xcalendar)) {
onecol.push(sizeinit);
xEdges.push(i);
if(doavg) zerocol.push(0);
}
xEdges.push(i);
var nx = onecol.length;
var dx = (i - xBinStart) / nx;
var x0 = xc2r(xBinStart + dx / 2);
var yBinSize = yBinSpec.size;
var yBinStart = yr2c(yBinSpec.start);
var yBinEnd = yr2c(yBinSpec.end) +
(yBinStart - Axes.tickIncrement(yBinStart, yBinSize, false, ycalendar)) / 1e6;
for(i = yBinStart; i < yBinEnd; i = Axes.tickIncrement(i, yBinSize, false, ycalendar)) {
z.push(onecol.slice());
yEdges.push(i);
var ipCol = new Array(nx);
for(j = 0; j < nx; j++) ipCol[j] = [];
inputPoints.push(ipCol);
if(doavg) counts.push(zerocol.slice());
}
yEdges.push(i);
var ny = z.length;
var dy = (i - yBinStart) / ny;
var y0 = yc2r(yBinStart + dy / 2);
if(densitynorm) {
xinc = makeIncrements(onecol.length, xbins, dx, nonuniformBinsX);
yinc = makeIncrements(z.length, ybins, dy, nonuniformBinsY);
}
// for date axes we need bin bounds to be calcdata. For nonuniform bins
// we already have this, but uniform with start/end/size they're still strings.
if(!nonuniformBinsX && xa.type === 'date') xbins = binsToCalc(xr2c, xbins);
if(!nonuniformBinsY && ya.type === 'date') ybins = binsToCalc(yr2c, ybins);
// put data into bins
var uniqueValsPerX = true;
var uniqueValsPerY = true;
var xVals = new Array(nx);
var yVals = new Array(ny);
var xGapLow = Infinity;
var xGapHigh = Infinity;
var yGapLow = Infinity;
var yGapHigh = Infinity;
for(i = 0; i < serieslen; i++) {
var xi = xPos0[i];
var yi = yPos0[i];
n = Lib.findBin(xi, xbins);
m = Lib.findBin(yi, ybins);
if(n >= 0 && n < nx && m >= 0 && m < ny) {
total += binfunc(n, i, z[m], rawCounterData, counts[m]);
inputPoints[m][n].push(i);
if(uniqueValsPerX) {
if(xVals[n] === undefined) xVals[n] = xi;
else if(xVals[n] !== xi) uniqueValsPerX = false;
}
if(uniqueValsPerY) {
if(yVals[m] === undefined) yVals[m] = yi;
else if(yVals[m] !== yi) uniqueValsPerY = false;
}
xGapLow = Math.min(xGapLow, xi - xEdges[n]);
xGapHigh = Math.min(xGapHigh, xEdges[n + 1] - xi);
yGapLow = Math.min(yGapLow, yi - yEdges[m]);
yGapHigh = Math.min(yGapHigh, yEdges[m + 1] - yi);
}
}
// normalize, if needed
if(doavg) {
for(m = 0; m < ny; m++) total += doAvg(z[m], counts[m]);
}
if(normfunc) {
for(m = 0; m < ny; m++) normfunc(z[m], total, xinc, yinc[m]);
}
return {
x: xPos0,
xRanges: getRanges(xEdges, uniqueValsPerX && xVals, xGapLow, xGapHigh, xa, xcalendar),
x0: x0,
dx: dx,
y: yPos0,
yRanges: getRanges(yEdges, uniqueValsPerY && yVals, yGapLow, yGapHigh, ya, ycalendar),
y0: y0,
dy: dy,
z: z,
pts: inputPoints
};
};
function makeIncrements(len, bins, dv, nonuniform) {
var out = new Array(len);
var i;
if(nonuniform) {
for(i = 0; i < len; i++) out[i] = 1 / (bins[i + 1] - bins[i]);
} else {
var inc = 1 / dv;
for(i = 0; i < len; i++) out[i] = inc;
}
return out;
}
function binsToCalc(r2c, bins) {
return {
start: r2c(bins.start),
end: r2c(bins.end),
size: bins.size
};
}
function getRanges(edges, uniqueVals, gapLow, gapHigh, ax, calendar) {
var i;
var len = edges.length - 1;
var out = new Array(len);
if(uniqueVals) {
for(i = 0; i < len; i++) out[i] = [uniqueVals[i], uniqueVals[i]];
} else {
var roundFn = getBinSpanLabelRound(gapLow, gapHigh, edges, ax, calendar);
for(i = 0; i < len; i++) out[i] = [roundFn(edges[i]), roundFn(edges[i + 1], true)];
}
return out;
}