StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics https://doi.org/10.1109/TVCG.2020.3030352
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StackGenVis/frontend/node_modules/gl-plot2d/example/tick-and-labels.js

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4.9 KiB

4 years ago
var fit = require('canvas-fit')
var mouseWheel = require('mouse-wheel')
var mouseChange = require('mouse-change')
var gaussRandom = require('gauss-random')
var createScatter = require('gl-scatter2d')
var createSelectBox = require('gl-select-box')
var createSpikes = require('gl-spikes2d')
var createPlot = require('../plot')
var canvas = document.createElement('canvas')
document.body.appendChild(canvas)
window.addEventListener('resize', fit(canvas, null, +window.devicePixelRatio), false)
var gl = canvas.getContext('webgl')
var POINT_COUNT = 1e4
var dataBox = [-10,-10,10,10]
var viewBox = [300,200,1100,600]
function makeTicks(lo, hi) {
var result = []
for(var i=lo; i<=hi; ++i) {
result.push({
x: i,
text: i + ''
})
}
return result
}
var options = {
gl: gl,
pixelRatio: +window.devicePixelRatio,
dataBox: dataBox,
viewBox: viewBox,
title: 'a bunch of points, with style',
titleEnable: true,
titleCenter: [450,650],
titleAngle: 0,
titleColor: [0.3,0.3,0.3,1],
titleFont: 'sans-serif',
titleSize: 22,
borderColor: [1,0,0,1],
backgroundColor: [0,1,0,1],
borderLineEnable: [true,true,false,false],
borderLineWidth: [4,3,1,1],
borderLineColor: [[1,1,0,1], [0,1,1,1], [0,0,0,0], [0,0,0,0]],
labels: ['some independent variable','some dependent variable'],
labelEnable: [true,true,false,false],
labelAngle: [0,Math.PI/2,0,3.0*Math.PI/2],
labelPad: [30,30,0,0],
labelSize: [18,18],
labelFont: ['sans-serif', 'sans-serif'],
labelColor: [[1,1,0,1], [0,1,1,1], [0,0,0,0], [0,0,0,0]],
ticks: [ makeTicks(-20,20), makeTicks(-20,20) ],
tickEnable: [true,true,true,true],
tickPad: [15,20,0,0],
tickAngle: [0,0,0,0],
tickColor: [[1,1,0,1], [0,1,1,1], [0,0,0,0], [0,0,0,0]],
tickMarkWidth: [2,5,2,5],
tickMarkLength: [4,4,4,4],
tickMarkColor: [[1,1,0,1], [0,1,1,1], [0,0,0,0], [0,0,0,0]],
gridLineEnable: [true,true],
gridLineColor: [[0,0,0,0.5], [0,0,0,0.5]],
gridLineWidth: [1.5,1.5],
zeroLineEnable: [false,true],
zeroLineWidth: [0,3],
zeroLineColor: [[1,1,0,0.5], [1,0,1,0.5]]
}
var plot = createPlot(options)
var selectBox = createSelectBox(plot, {
innerFill: false,
outerFill: true
})
selectBox.enabled = false
var spikes = createSpikes(plot)
var positions = new Float32Array(2 * POINT_COUNT)
for(var i=0; i<2*POINT_COUNT; ++i) {
positions[i] = gaussRandom()
}
var scatter = createScatter(plot, {
positions: positions,
size: 7,
color: [0.3,0.5,0.8,1]
})
var lastX = 0, lastY = 0
var boxStart = [0,0]
var boxEnd = [0,0]
var boxEnabled = false
mouseChange(function(buttons, x, y, mods) {
var pixelRatio = plot.pixelRatio;
y = window.innerHeight - y
x *= pixelRatio
y *= pixelRatio
if(buttons & 1) {
if(mods.shift) {
var dataX = (x - viewBox[0]) / (viewBox[2]-viewBox[0]) * (dataBox[2] - dataBox[0]) + dataBox[0]
var dataY = (y - viewBox[1]) / (viewBox[3]-viewBox[1]) * (dataBox[3] - dataBox[1]) + dataBox[1]
if(!boxEnabled) {
boxStart[0] = dataX
boxStart[1] = dataY
}
boxEnd[0] = dataX
boxEnd[1] = dataY
boxEnabled = true
spikes.update()
} else {
var dx = (lastX - x) * (dataBox[2] - dataBox[0]) / (viewBox[2]-viewBox[0])
var dy = (lastY - y) * (dataBox[3] - dataBox[1]) / (viewBox[3]-viewBox[1])
dataBox[0] += dx
dataBox[1] += dy
dataBox[2] += dx
dataBox[3] += dy
plot.setDataBox(dataBox)
spikes.update()
}
} else {
var result = plot.pick(x/pixelRatio, y/pixelRatio)
if(result) {
spikes.update({center: result.dataCoord})
} else {
spikes.update()
}
}
if(boxEnabled) {
selectBox.enabled = true
selectBox.selectBox = [
Math.min(boxStart[0], boxEnd[0]),
Math.min(boxStart[1], boxEnd[1]),
Math.max(boxStart[0], boxEnd[0]),
Math.max(boxStart[1], boxEnd[1])
]
plot.setDirty()
if(!((buttons&1) && mods.shift)) {
selectBox.enabled = false
dataBox = [
Math.min(boxStart[0], boxEnd[0]),
Math.min(boxStart[1], boxEnd[1]),
Math.max(boxStart[0], boxEnd[0]),
Math.max(boxStart[1], boxEnd[1])
]
plot.setDataBox(dataBox)
boxEnabled = false
}
}
lastX = x
lastY = y
})
mouseWheel(function(dx, dy, dz) {
var scale = Math.exp(0.1 * dy / gl.drawingBufferHeight)
var cx = (lastX - viewBox[0]) / (viewBox[2] - viewBox[0]) * (dataBox[2] - dataBox[0]) + dataBox[0]
var cy = (viewBox[1] - lastY) / (viewBox[3] - viewBox[1]) * (dataBox[3] - dataBox[1]) + dataBox[3]
dataBox[0] = (dataBox[0] - cx) * scale + cx
dataBox[1] = (dataBox[1] - cy) * scale + cy
dataBox[2] = (dataBox[2] - cx) * scale + cx
dataBox[3] = (dataBox[3] - cy) * scale + cy
plot.setDataBox(dataBox)
return true
})
function render() {
requestAnimationFrame(render)
plot.draw()
}
render()