blob: 0e3a2f3e5e0c8bbc3384a41afbde6edab990cfe4 [file] [log] [blame]
/*
title: Combine-Separate Morphing
category: custom
titleCN: 聚合分割形变
difficulty: 11
*/
var PIE_COLORS = [
'#e06343', '#37a354', '#b55dba', '#b5bd48', '#8378EA', '#96BFFF'
];
var CLUSTER_COLORS = [
'#cc5664', '#9bd6ec', '#ea946e', '#8acaaa', '#f1ec64', '#ee8686', '#a48dc1', '#5da6bc', '#b9dcae'
];
var Z_TAG_COLORS = [
'#5470c6',
'#91cc75',
'#fac858',
'#ee6666',
'#73c0de',
'#3ba272',
'#fc8452',
'#9a60b4',
'#ea7ccc'
];
var Z_TAG_COLORS_2 = [
'#51689b', '#ce5c5c', '#fbc357', '#8fbf8f', '#659d84', '#fb8e6a', '#c77288', '#786090',
'#91c4c5', '#6890ba'
];
var SYMBOL_PATHS = [
'path://m67.25,28.9c27.42,-69.1 134.84,0 0,88.85c-134.84,-88.85 -27.42,-157.96 0,-88.85z',
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'path://M16 0c-8.837 0-16 7.163-16 16s7.163 16 16 16c8.837 0 16-7.163 16-16s-7.163-16-16-16zM22 7.375c1.999 0 3.625 1.626 3.625 3.625 0 0.199-0.017 0.402-0.051 0.604-0.051 0.301-0.311 0.521-0.616 0.521s-0.566-0.22-0.616-0.522c-0.192-1.146-1.177-1.666-2.341-1.666s-2.149 0.52-2.341 1.666c-0.050 0.301-0.311 0.522-0.616 0.522-0 0 0 0-0 0-0.305 0-0.566-0.22-0.616-0.521-0.034-0.201-0.051-0.404-0.051-0.604 0-1.999 1.626-3.625 3.625-3.625zM10 7.375c1.999 0 3.625 1.626 3.625 3.625 0 0.199-0.017 0.402-0.051 0.604-0.051 0.301-0.311 0.521-0.616 0.521s-0.566-0.22-0.616-0.522c-0.193-1.146-1.177-1.666-2.341-1.666s-2.149 0.52-2.341 1.666c-0.051 0.301-0.311 0.522-0.616 0.522 0 0 0 0 0 0-0.305 0-0.566-0.22-0.616-0.521-0.034-0.201-0.051-0.404-0.051-0.604 0-1.999 1.626-3.625 3.625-3.625zM6 18h6v7.745c-3.44-0.894-6-4.035-6-7.745zM14 26v-8h4v8h-4zM20 25.745v-7.745h6c0 3.71-2.559 6.851-6 7.745z',
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];
var CONTENT_COLOR = '#37A2DA';
var ANIMATION_DURATION_UPDATE = 1500;
var RAW_DATA = [[1425139200000,34,0.13,2,"MD","ZD","P0"],[1425225600000,28,0.71,1.5,"MB","ZD","P1"],[1425312000000,23,0.9,2.8,"MA","ZC","P2"],[1425398400000,21,0.58,6,"MB","ZC","P3"],[1425484800000,14,0.1,1.6,"MC","ZA","P4"],[1425571200000,21,0.6,7.7,"MC","ZA","P5"],[1425657600000,23,0.31,2.6,"MC","ZC","P6"],[1425744000000,34,0.74,2.4,"MD","ZE","P7"],[1425830400000,14,0.59,2.3,"MB","ZD","P8"],[1425916800000,18,0.85,5.1,"MB","ZB","P9"],[1426003200000,36,0.96,1.2,"MC","ZC","P10"],[1426089600000,18,0.28,2.5,"MA","ZC","P11"],[1426176000000,20,0.62,6,"MB","ZD","P12"],[1426262400000,32,0.79,1.7,"MB","ZA","P13"],[1426348800000,17,0.58,4.4,"MD","ZB","P14"],[1426435200000,23,0.77,3,"MB","ZA","P15"],[1426521600000,39,0.87,4.6,"MC","ZA","P16"],[1426608000000,15,0.7,6,"MB","ZC","P17"],[1426694400000,21,0.94,2.7,"MB","ZD","P18"],[1426780800000,28,0.48,4.5,"MC","ZC","P19"],[1426867200000,31,0.49,9.8,"MA","ZC","P20"],[1426953600000,27,0.87,7.7,"MB","ZB","P21"],[1427040000000,27,0.82,5.5,"MC","ZB","P22"],[1427126400000,11,0.53,2.7,"MD","ZC","P23"],[1427212800000,13,0.7,7.6,"MB","ZD","P24"],[1427299200000,39,0.99,4.8,"MB","ZD","P25"],[1427385600000,32,0.91,2.1,"MB","ZE","P26"],[1427472000000,20,0.97,5,"MB","ZA","P27"],[1427558400000,36,0.01,8.9,"MB","ZD","P28"],[1427644800000,22,0.08,9.2,"MB","ZE","P29"],[1427731200000,21,0.36,3.1,"MD","ZC","P30"],[1427817600000,11,0.15,5.8,"MD","ZB","P31"],[1427904000000,39,0.02,1.4,"MC","ZD","P32"],[1427990400000,20,0.86,8.7,"MB","ZD","P33"],[1428076800000,23,0.24,7.2,"MD","ZB","P34"],[1428163200000,12,0.06,2,"MD","ZB","P35"],[1428249600000,36,0.42,8.2,"MA","ZB","P36"],[1428336000000,17,0.48,7.5,"MB","ZC","P37"],[1428422400000,19,0.12,6.6,"MB","ZB","P38"],[1428508800000,39,0.58,3.1,"MC","ZE","P39"],[1428595200000,10,0.18,6.6,"MC","ZD","P40"],[1428681600000,22,0.28,2.1,"MB","ZE","P41"],[1428768000000,27,0.33,1.9,"MC","ZB","P42"],[1428854400000,37,0.46,9.4,"MD","ZE","P43"],[1428940800000,18,0.96,5.5,"MB","ZA","P44"],[1429027200000,11,0.61,8.2,"MD","ZC","P45"],[1429113600000,15,0.88,4.6,"MD","ZA","P46"],[1429200000000,38,0.89,7.2,"MD","ZC","P47"],[1429286400000,20,0.39,5.4,"MB","ZB","P48"],[1429372800000,30,0.71,5.5,"MA","ZA","P49"]];
var RAW_DATA_DIMENSIONS = ['DATE', 'ATA', 'STE', 'CTZ', 'M_TAG', 'Z_TAG', 'ID'];
var M_TAG_SUM_DIMENSIONS = ['ATA', 'STE', 'CTZ', 'M_TAG'];
var RAW_CLUSTER_DIMENSIONS = ['DATE', 'ATA', 'STE', 'CTZ', 'M_TAG', 'Z_TAG', 'ID', 'CLUSTER_IDX', 'CLUSTER_CENTER_ATA', 'CLUSTER_CENTER_STE'];
var RAW_CLUSTER_CENTERS_DIMENSIONS = ['COUNT', 'CLUSTER_IDX', 'CLUSTER_CENTER_ATA', 'CLUSTER_CENTER_STE'];
function getFromPalette(value, palette) {
if (!palette.__colorMap) {
palette.__colorMap = {};
}
if (palette.__colorIdx == null) {
palette.__colorIdx = 0;
}
if (!palette.__colorMap[value]) {
palette.__colorMap[value] = palette[palette.__colorIdx];
palette.__colorIdx++;
if (palette.__colorIdx >= palette.length) {
palette.__colorIdx = 0;
}
}
return palette.__colorMap[value];
}
var baseOption = {
dataset: [{
id: 'raw',
dimensions: RAW_DATA_DIMENSIONS,
source: RAW_DATA
}, {
id: 'mTagSum',
fromDatasetId: 'raw',
transform: {
type: 'ecSimpleTransform:aggregate',
config: {
resultDimensions: [
{ from: 'ATA', method: 'sum' },
{ from: 'STE', method: 'sum' },
{ from: 'CTZ', method: 'sum' },
{ from: 'M_TAG' }
],
groupBy: 'M_TAG'
}
}
}, {
id: 'rawClusters',
fromDatasetId: 'raw',
transform: {
type: 'ecStat:clustering',
// print: true,
config: {
clusterCount: 4,
dimensions: ['ATA', 'STE'],
outputClusterIndexDimension: {
index: RAW_CLUSTER_DIMENSIONS.indexOf('CLUSTER_IDX'),
name: 'CLUSTER_IDX'
},
outputCentroidDimensions: [{
index: RAW_CLUSTER_DIMENSIONS.indexOf('CLUSTER_CENTER_ATA'),
name: 'CLUSTER_CENTER_ATA'
}, {
index: RAW_CLUSTER_DIMENSIONS.indexOf('CLUSTER_CENTER_STE'),
name: 'CLUSTER_CENTER_STE'
}]
}
}
}, {
id: 'rawClusterCenters',
fromDatasetId: 'rawClusters',
transform: {
type: 'ecSimpleTransform:aggregate',
// print: true,
config: {
resultDimensions: [
{ name: 'COUNT', from: 'ATA', method: 'count' },
{ from: 'CLUSTER_CENTER_ATA' },
{ from: 'CLUSTER_CENTER_STE' },
{ from: 'CLUSTER_IDX' }
],
groupBy: 'CLUSTER_IDX'
}
}
}],
tooltip: {}
};
function makeScatterOptionCreator(renderItem) {
return function () {
var datasetId = 'rawClusters';
return {
datasetId: datasetId,
option: {
grid: {
containLabel: true
},
xAxis: {
name: 'STE'
},
yAxis: {
name: 'ATA'
},
series: {
type: 'custom',
coordinateSystem: 'cartesian2d',
animationDurationUpdate: ANIMATION_DURATION_UPDATE,
datasetId: datasetId,
encode: {
itemName: 'ID',
x: 'STE',
y: 'ATA',
tooltip: ['STE', 'ATA']
},
renderItem: renderItem
}
}
}
};
}
var optionCreators = {
'Scatter': makeScatterOptionCreator(
function (params, api) {
var pos = api.coord([
api.value('STE'),
api.value('ATA')
]);
var zTagVal = api.value('Z_TAG');
var color = getFromPalette(zTagVal, Z_TAG_COLORS);
return {
type: 'circle',
morph: true,
shape: {
cx: pos[0],
cy: pos[1],
r: 10
},
style: {
fill: color
},
transition: ['shape', 'style']
};
}
),
'Glyph': makeScatterOptionCreator(
function (params, api) {
var pos = api.coord([
api.value('STE'),
api.value('ATA')
]);
var zTagVal = api.value('Z_TAG');
var color = getFromPalette(zTagVal, Z_TAG_COLORS);
var symbolPath = getFromPalette(zTagVal, SYMBOL_PATHS);
return {
type: 'path',
morph: true,
x: pos[0],
y: pos[1],
shape: {
pathData: symbolPath,
width: 40,
height: 40
},
style: {
fill: color
},
transition: ['style']
};
}
),
'House': makeScatterOptionCreator(
function (params, api) {
var pos = api.coord([
api.value('STE'),
api.value('ATA')
]);
var zTagVal = api.value('Z_TAG');
var color1 = getFromPalette(zTagVal, Z_TAG_COLORS);
var color2 = '#aaa';
return {
type: 'group',
x: pos[0],
y: pos[1],
children: [{
type: 'polygon',
morph: true,
shape: {
points: [
[-25, -1],
[25, -1],
[0, -20]
]
},
style: {
fill: color1
},
transition: ['shape', 'style']
}, {
type: 'rect',
morph: true,
shape: {
x: -15,
y: 0,
width: 30,
height: 20
},
style: {
fill: color2,
stroke: '#fff',
lineWidth: 1
},
transition: ['shape', 'style']
}]
};
}
),
'Bar_Sum': function () {
var datasetId = 'mTagSum'
return {
datasetId: datasetId,
option: {
grid: {
containLabel: true
},
xAxis: {
type: 'category'
},
yAxis: {
},
series: {
type: 'custom',
coordinateSystem: 'cartesian2d',
animationDurationUpdate: ANIMATION_DURATION_UPDATE,
datasetId: datasetId,
encode: {
x: 'M_TAG',
y: 'ATA',
tooltip: ['M_TAG', 'ATA']
},
renderItem: function (params, api) {
var mTagVal = api.value('M_TAG');
var ataVal = api.value('ATA');
var tarPos = api.coord([mTagVal, ataVal]);
var zeroPos = api.coord([mTagVal, 0]);
var size = api.size([mTagVal, ataVal]);
var width = size[0] * 0.4;
return {
type: 'rect',
morph: true,
shape: {
x: tarPos[0] - width / 2,
y: tarPos[1],
height: zeroPos[1] - tarPos[1],
width: width,
},
style: {
fill: CONTENT_COLOR
},
transition: ['shape', 'style']
};
}
}
}
};
},
'Pie_Sum': function () {
var datasetId = 'mTagSum';
return {
datasetId: datasetId,
option: {
series: {
type: 'custom',
coordinateSystem: 'none',
animationDurationUpdate: ANIMATION_DURATION_UPDATE,
datasetId: datasetId,
encode: {
itemName: 'M_TAG',
value: 'ATA',
tooltip: 'ATA'
},
renderItem: function (params, api) {
var context = params.context;
if (!context.layout) {
context.layout = true;
var totalValue = 0;
for (var i = 0; i < params.dataInsideLength; i++) {
totalValue += api.value('ATA', i);
}
var angles = [];
var colors = [];
var currentAngle = -Math.PI / 2;
for (var i = 0; i < params.dataInsideLength; i++) {
colors.push(PIE_COLORS[i]);
var angle = api.value('ATA', i) / totalValue * Math.PI * 2;
angles.push([currentAngle, angle + currentAngle - 0.01]);
currentAngle += angle;
}
context.angles = angles;
context.colors = colors;
}
var width = myChart.getWidth();
var height = myChart.getHeight();
return {
type: 'sector',
morph: true,
shape: {
cx: width / 2,
cy: height / 2,
r: Math.min(width, height) / 3,
r0: Math.min(width, height) / 5,
startAngle: context.angles[params.dataIndex][0],
endAngle: context.angles[params.dataIndex][1],
clockwise: true
},
style: {
// fill: CONTENT_COLOR,
fill: context.colors[params.dataIndex]
},
transition: ['shape', 'style']
};
}
}
}
};
},
'Clustered': function () {
var datasetId = 'rawClusterCenters';
return {
datasetId: datasetId,
option: {
grid: {
containLabel: true
},
xAxis: {
name: 'STE'
},
yAxis: {
name: 'ATA'
},
series: {
type: 'custom',
coordinateSystem: 'cartesian2d',
animationDurationUpdate: ANIMATION_DURATION_UPDATE,
datasetId: datasetId,
encode: {
x: 'CLUSTER_CENTER_STE',
y: 'CLUSTER_CENTER_ATA',
tooltip: ['CLUSTER_CENTER_STE', 'CLUSTER_CENTER_ATA']
},
renderItem: function (params, api) {
var context = params.context;
if (!context.layout) {
context.layout = true;
context.totalCount = 0;
for (var i = 0; i < params.dataInsideLength; i++) {
context.totalCount += api.value('COUNT', i);
}
}
var pos = api.coord([
api.value('CLUSTER_CENTER_STE'),
api.value('CLUSTER_CENTER_ATA')
]);
var count = api.value('COUNT');
var radius = count / context.totalCount * 100 + 10;
return {
type: 'circle',
morph: true,
shape: {
cx: pos[0],
cy: pos[1],
r: radius,
},
style: {
// fill: CONTENT_COLOR,
fill: CLUSTER_COLORS[params.dataIndex]
},
transition: ['shape', 'style']
};
}
}
}
};
}
};
var _player;
var _optionList = [];
app.config = {};
echarts.util.each(optionCreators, function (creator, key) {
var optionWrap = creator();
_optionList.push({
key: key,
dataMetaKey: optionWrap.datasetId,
option: optionWrap.option
});
app.config[key] = function () {
_player.go(key);
}
});
console.log(app.config);
$.when(
$.getScript('https://cdn.jsdelivr.net/npm/echarts-simple-transform/dist/ecSimpleTransform.min.js'),
$.getScript('https://cdn.jsdelivr.net/npm/echarts-simple-option-player/dist/ecSimpleOptionPlayer.min.js'),
).done(function () {
run();
});
function run() {
echarts.registerTransform(ecSimpleTransform.aggregate);
echarts.registerTransform(ecStat.transform.clustering);
_player = ecSimpleOptionPlayer.create({
chart: function () {
return myChart;
},
seriesIndex: 0,
replaceMerge: ['xAxis', 'yAxis'],
dataMeta: {
raw: {
dimensions: RAW_DATA_DIMENSIONS,
uniqueDimension: 'ID'
},
mTagSum: {
dimensions: M_TAG_SUM_DIMENSIONS,
uniqueDimension: 'M_TAG'
},
rawClusters: {
dimensions: RAW_CLUSTER_DIMENSIONS,
uniqueDimension: 'ID',
dividingMethod: 'duplicate'
},
rawClusterCenters: {
dimensions: RAW_CLUSTER_CENTERS_DIMENSIONS,
uniqueDimension: 'CLUSTER_IDX'
}
},
optionList: _optionList
});
myChart.setOption(baseOption, { lazyUpdate: true });
_player.go('Glyph');
}