diff --git a/.gitignore b/.gitignore
index c8cedd0..8b72324 100644
--- a/.gitignore
+++ b/.gitignore
@@ -12,3 +12,7 @@
 /public/js
 /public/css
 /public/asset
+/public/data/option
+/public/data-gl/option
+
+tmp
\ No newline at end of file
diff --git a/README.md b/README.md
index b1450b5..0fa8cd1 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@
 npm run release
 ```
 
-It will copy all the build resources to incubator-echarts-website/next/examples
+It will copy all the build resources to echarts-website/next/examples
 
 ## Use local echarts build
 
@@ -29,7 +29,7 @@
 ## Update example snapshots
 
 ```shell
-node tool/build-example.js
+npm run build:example
 ```
 
 Only for default theme
@@ -38,6 +38,53 @@
 node tool/build-example.js -t default
 ```
 
+## Run e2e tests.
+
+Run all the examples to test package publishing and install, module importing, minimal bundling and DTS correctness.
+
+Before run the tests. you need to update the examples.
+
+```shell
+npm run build:example
+```
+
+Then run the tests.
+```shell
+npm run test:e2e
+```
+
+You can change the testing branch or local dir, which is available when add `--local` in `e2e/config.js`
+
+If you want to test with esbuild bundler. Which is much faster.
+```shell
+npm run test:e2e:esbuild
+```
+
+If you want use the packages in your local folder which is still in developing. Please update the `dir` path in `test/config.js` for all packages first. Then run the script directly with `--local` arg.
+
+```shell
+node e2e/main.js --bundler esbuild -m --local
+node e2e/main.js --bundler webpack -m --local
+```
+
+#### Run partial tests.
+
+> Note: This can only be used when you run the whole e2e test at least once.
+
+Skip specific stages.
+
+```shell
+node e2e/main.js --skip bundle
+```
+
+Specify matched tests.
+
+```shell
+node e2e/main.js --skip npm --tests bar3D*
+```
+
+
+
 ## Edit example
 
 All test cases are in the `public/data` folder. The comment in the header
@@ -61,7 +108,7 @@
 For example:
 ```js
 $.when(
-    $.getScript(ROOT_PATH + '/data/asset/js/myTransform.js'),
+    $.getScript(ROOT_PATH + '/data/asset/js/xxxx.js'),
     $.getScript('https://cdn.jsdelivr.net/npm/d3-contour@2.0.0/dist/d3-contour.jXs'),
 ).done(function () {
     // ...
diff --git a/build/server.js b/build/server.js
index bf4bd4f..77b0da6 100644
--- a/build/server.js
+++ b/build/server.js
@@ -12,3 +12,9 @@
 setTimeout(() => {
     open('http://127.0.0.1:3002/en/index.html');
 }, 3000);
+
+process.on('SIGINT', function() {
+    console.log('Closing');
+    // Close through ctrl + c;
+    process.exit();
+});
\ No newline at end of file
diff --git a/build/webpack.config.js b/build/webpack.config.js
index 2dcd2e2..3107a0c 100644
--- a/build/webpack.config.js
+++ b/build/webpack.config.js
@@ -9,6 +9,7 @@
     {
         entry: path.resolve(__dirname, '../src/main.js'),
         output: {
+            publicPath: './',
             filename: 'example-bundle.js',
             path: path.join(distPath, 'js'),
             library: 'echartsExample',
@@ -30,7 +31,7 @@
                 test: /\.scss$/,
                 use: [MiniCssExtractPlugin.loader, 'css-loader', 'sassjs-loader']
             }, {
-                test: /\.(png|jpg|jpeg|gif|eot|ttf|woff|woff2|svg|svgz)(\?.+)?$/,
+                test: /\.(png|jpg|jpeg|gif|eot|ttf|woff|woff2)(\?.+)?$/,
                 use: [{
                     loader: 'file-loader',
                     options: {
@@ -39,7 +40,15 @@
                         name: '[name].[ext]'
                     }
                 }]
-            }]
+            }, {
+                test: /\.svg$/,
+                use: [{
+                    loader: 'html-loader',
+                    options: {
+                        minimize: true
+                    }
+                }]
+              },]
         },
         externals: {
             vue: 'Vue'
@@ -58,9 +67,12 @@
         stats: 'minimal',
         module: {
             rules: [{
-                test: /\.mjs$/,
+                test: /\.m?js$/,
                 include: /node_modules/,
-                type: 'javascript/auto'
+                type: 'javascript/auto',
+                resolve: {
+                    fullySpecified: false
+                }
             }]
         },
         output: {
diff --git a/common/buildCode.js b/common/buildCode.js
new file mode 100644
index 0000000..f0f5afa
--- /dev/null
+++ b/common/buildCode.js
@@ -0,0 +1,374 @@
+const COMPONENTS_MAP = {
+    grid: 'GridComponent',
+    polar: 'PolarComponent',
+    geo: 'GeoComponent',
+    singleAxis: 'SingleAxisComponent',
+    parallel: 'ParallelComponent',
+    calendar: 'CalendarComponent',
+    graphic: 'GraphicComponent',
+    toolbox: 'ToolboxComponent',
+    tooltip: 'TooltipComponent',
+    axisPointer: 'AxisPointerComponent',
+    brush: 'BrushComponent',
+    title: 'TitleComponent',
+    timeline: 'TimelineComponent',
+    markPoint: 'MarkPointComponent',
+    markLine: 'MarkLineComponent',
+    markArea: 'MarkAreaComponent',
+    legend: 'LegendComponent',
+    dataZoom: 'DataZoomComponent',
+    visualMap: 'VisualMapComponent',
+    aria: 'AriaComponent',
+    dataset: 'DatasetComponent',
+
+    // Dependencies
+    xAxis: 'GridComponent',
+    yAxis: 'GridComponent',
+    angleAxis: 'PolarComponent',
+    radiusAxis: 'PolarComponent'
+}
+
+const CHARTS_MAP = {
+    line: 'LineChart',
+    bar: 'BarChart',
+    pie: 'PieChart',
+    scatter: 'ScatterChart',
+    radar: 'RadarChart',
+    map: 'MapChart',
+    tree: 'TreeChart',
+    treemap: 'TreemapChart',
+    graph: 'GraphChart',
+    gauge: 'GaugeChart',
+    funnel: 'FunnelChart',
+    parallel: 'ParallelChart',
+    sankey: 'SankeyChart',
+    boxplot: 'BoxplotChart',
+    candlestick: 'CandlestickChart',
+    effectScatter: 'EffectScatterChart',
+    lines: 'LinesChart',
+    heatmap: 'HeatmapChart',
+    pictorialBar: 'PictorialBarChart',
+    themeRiver: 'ThemeRiverChart',
+    sunburst: 'SunburstChart',
+    custom: 'CustomChart'
+}
+const COMPONENTS_GL_MAP = {
+
+    grid3D: 'Grid3DComponent',
+    geo3D: 'Geo3DComponent',
+    globe: 'GlobeComponent',
+    mapbox3D: 'Mapbox3DComponent',
+    maptalks3D: 'Maptalks3DComponent',
+
+    // Dependencies
+    xAxis3D: 'Grid3DComponent',
+    yAxis3D: 'Grid3DComponent',
+    zAxis3D: 'Grid3DComponent',
+}
+const CHARTS_GL_MAP = {
+    bar3D: 'Bar3DChart',
+    line3D: 'Line3DChart',
+    scatter3D: 'Scatter3DChart',
+    lines3D: 'Lines3DChart',
+    polygons3D: 'Polygons3DChart',
+    surface: 'SurfaceChart',
+    map3D: 'Map3DChart',
+
+    scatterGL: 'ScatterGLChart',
+    graphGL: 'GraphGLChart',
+    flowGL: 'FlowGLChart',
+    linesGL: 'LinesGLChart'
+}
+
+const COMPONENTS_MAP_REVERSE = {};
+const CHARTS_MAP_REVERSE = {};
+const CHARTS_GL_MAP_REVERSE = {};
+const COMPONENTS_GL_MAP_REVERSE = {};
+
+const RENDERERS_MAP_REVERSE = {
+    'SVGRenderer': 'svg',
+    'CanvasRenderer': 'canvas'
+}
+
+// Component that will be injected automatically in preprocessor
+// These should be excluded util find they were used explicitly.
+const MARKERS = ['markLine', 'markArea', 'markPoint'];
+const INJECTED_COMPONENTS = [
+    ...MARKERS, 'grid', 'axisPointer',
+    'aria'  // TODO aria
+];
+
+// Component that was dependent.
+const DEPENDENT_COMPONENTS = [
+    'xAxis', 'yAxis', 'angleAxis', 'radiusAxis',
+    'xAxis3D', 'yAxis3D', 'zAxis3D'
+];
+
+function createReverseMap(map, reverseMap) {
+    Object.keys(map).forEach(key => {
+        // Exclude dependencies.
+        if (DEPENDENT_COMPONENTS.includes(key)) {
+            return;
+        }
+        reverseMap[map[key]] = key;
+    });
+}
+
+createReverseMap(COMPONENTS_MAP, COMPONENTS_MAP_REVERSE);
+createReverseMap(CHARTS_MAP, CHARTS_MAP_REVERSE);
+createReverseMap(COMPONENTS_GL_MAP, COMPONENTS_GL_MAP_REVERSE);
+createReverseMap(CHARTS_GL_MAP, CHARTS_GL_MAP_REVERSE);
+
+module.exports.collectDeps = function collectDeps(option) {
+    let deps = [];
+    if (option.options) {
+
+        // TODO getOption() doesn't have baseOption and options.
+        option.options.forEach((opt) => {
+            deps = deps.concat(collectDeps(opt));
+        });
+
+        if (option.baseOption) {
+            deps = deps.concat(collectDeps(option.baseOption))
+        }
+
+        // Remove duplicates
+        return Array.from(new Set(deps));
+    }
+
+    Object.keys(option).forEach((key) => {
+        if (INJECTED_COMPONENTS.includes(key)) {
+            return;
+        }
+        const val = option[key];
+
+        if (Array.isArray(val) && !val.length) {
+            return;
+        }
+
+        if (COMPONENTS_MAP[key]) {
+            deps.push(COMPONENTS_MAP[key]);
+        }
+        if (COMPONENTS_GL_MAP[key]) {
+            deps.push(COMPONENTS_GL_MAP[key]);
+        }
+    });
+
+    let series = option.series;
+    if (!Array.isArray(series)) {
+        series = [series];
+    }
+
+    series.forEach((seriesOpt) => {
+        if (CHARTS_MAP[seriesOpt.type]) {
+            deps.push(CHARTS_MAP[seriesOpt.type]);
+        }
+        if (CHARTS_GL_MAP[seriesOpt.type]) {
+            deps.push(CHARTS_GL_MAP[seriesOpt.type]);
+        }
+        if (seriesOpt.type === 'map') {
+            // Needs geo component when using map
+            deps.push(COMPONENTS_MAP.geo);
+        }
+        MARKERS.forEach(markerType => {
+            if (seriesOpt[markerType]) {
+                deps.push(COMPONENTS_MAP[markerType]);
+            }
+        });
+    });
+
+    // Remove duplicates
+    return Array.from(new Set(deps));
+}
+
+function buildMinimalBundleCode(deps, includeType) {
+    const chartsImports = [];
+    const componentsImports = [];
+    const chartsGLImports = [];
+    const componentsGLImports = [];
+    const renderersImports = [];
+    deps.forEach(function (dep) {
+        if (dep.endsWith('Renderer')) {
+            renderersImports.push(dep);
+        }
+        else if (CHARTS_MAP_REVERSE[dep]) {
+            chartsImports.push(dep);
+            if (includeType) {
+                chartsImports.push(dep.replace(/Chart$/, 'SeriesOption'));
+            }
+        }
+        else if (COMPONENTS_MAP_REVERSE[dep]) {
+            componentsImports.push(dep);
+            if (includeType) {
+                componentsImports.push(dep.replace(/Component$/, 'ComponentOption'));
+            }
+        }
+        else if (CHARTS_GL_MAP_REVERSE[dep]) {
+            chartsGLImports.push(dep)
+        }
+        else if (COMPONENTS_GL_MAP_REVERSE[dep]) {
+            componentsGLImports.push(dep);
+        }
+    });
+
+    function getImportsPartCode(imports) {
+        return `${imports.map(str => `
+    ${str}`).join(',')}`;
+    }
+
+    const allImports = [
+        ...componentsImports,
+        ...chartsImports,
+        ...componentsGLImports,
+        ...chartsGLImports,
+        ...renderersImports
+    ];
+
+    const ECOptionTypeCode = `
+type ECOption = echarts.ComposeOption<
+    ${allImports.filter(a => a.endsWith('Option')).join(' | ')}
+>`;
+    const importsCodes = [
+        [componentsImports, 'echarts/components'],
+        [chartsImports, 'echarts/charts'],
+        [renderersImports, 'echarts/renderers'],
+        [chartsGLImports, 'echarts-gl/charts'],
+        [componentsGLImports, 'echarts-gl/components']
+    ].filter(a => a[0].length > 0).map(item => `
+import {${getImportsPartCode(item[0])}
+} from '${item[1]}';
+    `.trim()).join('\n');
+
+    return `import * as echarts from 'echarts/core';
+${importsCodes}
+
+echarts.use(
+    [${allImports.filter(a => !a.endsWith('Option')).join(', ')}]
+);
+` + (includeType ? ECOptionTypeCode : '')
+}
+
+module.exports.buildMinimalBundleCode = buildMinimalBundleCode;
+
+function buildLegacyMinimalBundleCode(deps, isESM) {
+    const modules = [];
+    deps.forEach(function (dep) {
+        if (dep.endsWith('Renderer') && dep !== 'CanvasRenderer') {
+            modules.push(`zrender/lib/${RENDERERS_MAP_REVERSE[dep]}/${RENDERERS_MAP_REVERSE[dep]}`);
+        }
+        else if (CHARTS_MAP_REVERSE[dep]) {
+            modules.push(`echarts/lib/chart/${CHARTS_MAP_REVERSE[dep]}`);
+        }
+        else if (COMPONENTS_MAP_REVERSE[dep]) {
+            modules.push(`echarts/lib/component/${COMPONENTS_MAP_REVERSE[dep]}`);
+        }
+        else if (CHARTS_GL_MAP_REVERSE[dep]) {
+            modules.push(`echarts-gl/lib/chart/${CHARTS_GL_MAP_REVERSE[dep]}`);
+        }
+        else if (COMPONENTS_GL_MAP_REVERSE[dep]) {
+            modules.push(`echarts-gl/lib/component/${COMPONENTS_GL_MAP_REVERSE[dep]}`);
+        }
+    });
+
+    return isESM ? `import * as echarts from 'echarts/lib/echarts';
+${modules.map(mod => {
+    return `import '${mod}';`;
+}).join('\n')}
+` : `const echarts = require('echarts/lib/echarts');
+${modules.map(mod => {
+    return `require('${mod}');`;
+}).join('\n')}
+`
+}
+
+function hasGLInDeps(deps) {
+    return !!deps.find(dep => !!(CHARTS_GL_MAP_REVERSE[dep] || COMPONENTS_GL_MAP_REVERSE[dep]));
+}
+
+module.buildLegacyMinimalBundleCode = buildLegacyMinimalBundleCode;
+
+module.exports.buildExampleCode = function (
+    jsCode, deps, {
+        // If enable minimal import
+        minimal,
+        // If is ESM module or CommonJS module
+        // Force to be true in ts mode or minimal mode.
+        esm = true,
+        // If use legacy minimal import, like:
+        // import 'echarts/lib/chart/bar';
+        // Only available when minimal is true.
+        legacy,
+        // If is ts code
+        ts,
+        // Theme
+        theme,
+        ROOT_PATH,
+        // Other imports code code string
+        // For example
+        // `import 'echarts-liquidfill'`
+        extraImports
+    }
+) {
+    // if (minimal && !legacy) {
+    //     // ESM must be used when use the new minimal import
+    //     esm = true;
+    // }
+
+    if (ts) {
+        esm = true;
+    }
+
+    if (minimal && !esm) {
+        // Only legacy mode can be used when use require in mimimal bundle.
+        legacy = true;
+    }
+
+
+    const hasECStat = jsCode.indexOf('ecStat') >= 0;
+    const usedRootPath = jsCode.indexOf('ROOT_PATH') >= 0;
+    const usedApp = jsCode.indexOf('app') >= 0;
+
+    const DEP_CODE = `
+${hasECStat ?
+    esm ? `import ecStat from 'echarts-stat';`
+        : `var ecStat = require('echarts-stat');`
+    : ''
+}
+`;
+    const IMPORT_CODE = [
+        !minimal
+            ? esm
+                ? `import * as echarts from 'echarts';${hasGLInDeps(deps) ? `\nimport 'echarts-gl';` : ''}`
+                : `var echarts = require('echarts');${hasGLInDeps(deps) ? `\nrequire('echarts-gl');` : ''}`
+            : legacy
+                ? buildLegacyMinimalBundleCode(deps, esm)
+                : buildMinimalBundleCode(deps, ts),
+        (theme && theme !== 'dark')
+            ? esm
+                ? `import 'echarts/theme/${theme}'`
+                : `require('echarts/theme/${theme}')`
+            : '',
+        extraImports
+    ].filter(a => !!a).join('\n');
+
+    const ENV_CODE = [
+        usedRootPath ? `var ROOT_PATH = '${ROOT_PATH}';` : '',
+        usedApp ? `var app${ts ? ': any' : ''} = {};` : '',
+        ts && !minimal ? 'type ECOption = echarts.EChartsOption' : ''
+    ].filter(a => !!a).join('\n');
+
+    const PREPARE_CODE = [
+        IMPORT_CODE.trim(), DEP_CODE.trim(), ENV_CODE.trim()
+    ].filter(a => !!a).join('\n\n');
+
+    return `${PREPARE_CODE}
+
+var chartDom = document.getElementById('main')${ts ? '!' : ''};
+var myChart = echarts.init(chartDom${theme ? `, '${theme}'` : ''});
+var option${ts ? ': ECOption' : ''};
+
+${jsCode.trim()}
+
+option && myChart.setOption(option);
+`;
+}
\ No newline at end of file
diff --git a/common/compareImage.js b/common/compareImage.js
new file mode 100644
index 0000000..e0d3a93
--- /dev/null
+++ b/common/compareImage.js
@@ -0,0 +1,47 @@
+const fs = require('fs');
+const PNG = require('pngjs').PNG;
+const pixelmatch = require('pixelmatch');
+
+function readPNG(path) {
+    return new Promise(resolve => {
+        fs.createReadStream(path)
+            .pipe(new PNG())
+            .on('parsed', function () {
+                resolve({
+                    data: this.data,
+                    width: this.width,
+                    height: this.height
+                });
+            });
+    });
+}
+
+module.exports.compareImage = function (targetPath, sourcePath, threshold = 0.1) {
+    if (!fs.existsSync(targetPath)) {
+        return true;
+    }
+
+    return Promise.all([
+        readPNG(targetPath),
+        readPNG(sourcePath)
+    ]).then(([expectedImg, actualImg]) => {
+        let width = expectedImg.width;
+        let height = expectedImg.height;
+        if (
+            (width !== actualImg.width)
+          || (height !== actualImg.height)
+        ) {
+            return {diffRatio: 1}
+        }
+        const diffPNG = new PNG({width, height});
+        let diffPixelsCount = pixelmatch(expectedImg.data, actualImg.data, diffPNG.data, width, height, {
+            threshold
+        });
+        let totalPixelsCount = width * height;
+
+        return {
+            diffRatio: diffPixelsCount / totalPixelsCount,
+            diffPNG
+        };
+    });
+}
\ No newline at end of file
diff --git a/common/task.js b/common/task.js
new file mode 100644
index 0000000..f2e5f1c
--- /dev/null
+++ b/common/task.js
@@ -0,0 +1,51 @@
+function runTasks(
+    taskParamsLists, createTask, concurrency
+) {
+    concurrency = Math.min(taskParamsLists.length, concurrency);
+    return new Promise((resolve, reject) => {
+        let runningTaskCount = 0;
+        let cursor = 0;
+        let rets = [];
+
+        function finishTask(res, idx) {
+            rets[idx] = res;
+            processNext();
+        }
+
+        function failTask(e) {
+            console.error(e);
+            processNext();
+        }
+
+        function processNext() {
+            runningTaskCount--;
+            addTask();
+
+            if (runningTaskCount === 0) {
+                resolve(rets);
+            }
+        }
+
+        function addTask() {
+            const param = taskParamsLists[cursor];
+            if (param) {
+                const currentTaskIdx = cursor;
+                runningTaskCount++;
+                createTask(param)
+                    .then((res) => finishTask(res, currentTaskIdx))
+                    .catch(failTask);
+                cursor++;
+            }
+        }
+
+        for (let i = 0; i < concurrency; i++) {
+            addTask();
+        }
+
+        if (!runningTaskCount) {
+            resolve(rets);
+        }
+    });
+}
+
+module.exports.runTasks = runTasks;
\ No newline at end of file
diff --git a/config/env.asf.js b/config/env.asf.js
index 63926ea..8c08547 100644
--- a/config/env.asf.js
+++ b/config/env.asf.js
@@ -2,7 +2,7 @@
 const config = require('./common');
 
 Object.assign(config, {
-    releaseDestDir: path.resolve(__dirname, '../../incubator-echarts-website/next/examples')
+    releaseDestDir: path.resolve(__dirname, '../../echarts-website/examples')
 });
 
 module.exports = config;
diff --git a/config/env.dev.js b/config/env.dev.js
index 63926ea..8c08547 100644
--- a/config/env.dev.js
+++ b/config/env.dev.js
@@ -2,7 +2,7 @@
 const config = require('./common');
 
 Object.assign(config, {
-    releaseDestDir: path.resolve(__dirname, '../../incubator-echarts-website/next/examples')
+    releaseDestDir: path.resolve(__dirname, '../../echarts-website/examples')
 });
 
 module.exports = config;
diff --git a/config/env.localsite.js b/config/env.localsite.js
index 63926ea..84106f2 100644
--- a/config/env.localsite.js
+++ b/config/env.localsite.js
@@ -2,7 +2,7 @@
 const config = require('./common');
 
 Object.assign(config, {
-    releaseDestDir: path.resolve(__dirname, '../../incubator-echarts-website/next/examples')
+    releaseDestDir: path.resolve(__dirname, '../../echarts-website/next/examples')
 });
 
 module.exports = config;
diff --git a/e2e/cases/README.md b/e2e/cases/README.md
new file mode 100644
index 0000000..7d12477
--- /dev/null
+++ b/e2e/cases/README.md
@@ -0,0 +1,3 @@
+# Handwritten Cases
+
+Mostly for testing extensions.
\ No newline at end of file
diff --git a/e2e/cases/liquidfill.js b/e2e/cases/liquidfill.js
new file mode 100644
index 0000000..c219859
--- /dev/null
+++ b/e2e/cases/liquidfill.js
@@ -0,0 +1,10 @@
+/*
+extension: echarts-liquidfill
+*/
+option = {
+    series: [{
+        type: 'liquidFill',
+        data: [0.6],
+        radius: '70%'
+    }]
+};
\ No newline at end of file
diff --git a/e2e/cases/wordcloud.js b/e2e/cases/wordcloud.js
new file mode 100644
index 0000000..ee14f29
--- /dev/null
+++ b/e2e/cases/wordcloud.js
@@ -0,0 +1,121 @@
+/*
+extension: echarts-wordcloud
+*/
+option = {
+    tooltip: {},
+    series: [ {
+        type: 'wordCloud',
+        gridSize: 2,
+        sizeRange: [12, 50],
+        rotationRange: [-90, 90],
+        shape: 'pentagon',
+        width: 600,
+        height: 400,
+        drawOutOfBound: true,
+        textStyle: {
+            color: function () {
+                return 'rgb(' + [
+                    Math.round(Math.random() * 160),
+                    Math.round(Math.random() * 160),
+                    Math.round(Math.random() * 160)
+                ].join(',') + ')';
+            }
+        },
+        emphasis: {
+            textStyle: {
+                shadowBlur: 10,
+                shadowColor: '#333'
+            }
+        },
+        data: [
+            {
+                name: 'Sam S Club',
+                value: 10000,
+                textStyle: {
+                    color: 'black'
+                },
+                emphasis: {
+                    textStyle: {
+                        color: 'red'
+                    }
+                }
+            },
+            {
+                name: 'Macys',
+                value: 6181
+            },
+            {
+                name: 'Amy Schumer',
+                value: 4386
+            },
+            {
+                name: 'Jurassic World',
+                value: 4055
+            },
+            {
+                name: 'Charter Communications',
+                value: 2467
+            },
+            {
+                name: 'Chick Fil A',
+                value: 2244
+            },
+            {
+                name: 'Planet Fitness',
+                value: 1898
+            },
+            {
+                name: 'Pitch Perfect',
+                value: 1484
+            },
+            {
+                name: 'Express',
+                value: 1112
+            },
+            {
+                name: 'Home',
+                value: 965
+            },
+            {
+                name: 'Johnny Depp',
+                value: 847
+            },
+            {
+                name: 'Lena Dunham',
+                value: 582
+            },
+            {
+                name: 'Lewis Hamilton',
+                value: 555
+            },
+            {
+                name: 'KXAN',
+                value: 550
+            },
+            {
+                name: 'Mary Ellen Mark',
+                value: 462
+            },
+            {
+                name: 'Farrah Abraham',
+                value: 366
+            },
+            {
+                name: 'Rita Ora',
+                value: 360
+            },
+            {
+                name: 'Serena Williams',
+                value: 282
+            },
+            {
+                name: 'NCAA baseball tournament',
+                value: 273
+            },
+            {
+                name: 'Point Break',
+                value: 265
+            }
+        ]
+    } ]
+};
diff --git a/e2e/config.js b/e2e/config.js
new file mode 100644
index 0000000..48935f3
--- /dev/null
+++ b/e2e/config.js
@@ -0,0 +1,32 @@
+const nodePath = require('path');
+
+module.exports = {
+    packages: [
+        // Handwritten topological sort by the rule of dependency.
+        {
+            name: 'zrender',    // package name
+            dir: nodePath.resolve(__dirname, '../../zrender'),
+            git: 'ecomfe/zrender#master'
+        },
+        {
+            name: 'echarts',
+            dir: nodePath.resolve(__dirname, '../../echarts'),
+            git: 'apache/echarts#master'
+        },
+        {
+            name: 'echarts-gl',
+            dir: nodePath.resolve(__dirname, '../../echarts-gl'),
+            git: 'ecomfe/echarts-gl#master'
+        },
+        {
+            name: 'echarts-wordcloud',
+            dir: nodePath.resolve(__dirname, '../../echarts-wordcloud'),
+            git: 'ecomfe/echarts-wordcloud#master'
+        },
+        {
+            name: 'echarts-liquidfill',
+            dir: nodePath.resolve(__dirname, '../../echarts-liquidfill'),
+            git: 'ecomfe/echarts-liquidfill#master'
+        }
+    ]
+}
\ No newline at end of file
diff --git a/e2e/main.js b/e2e/main.js
new file mode 100644
index 0000000..575488c
--- /dev/null
+++ b/e2e/main.js
@@ -0,0 +1,757 @@
+// TODO Specify echarts path
+
+const fs = require('fs');
+const globby = require('globby');
+const {buildExampleCode, collectDeps} = require('../common/buildCode');
+const nodePath = require('path');
+const { runTasks } = require('../common/task');
+const fse = require('fs-extra');
+const prettier = require('prettier');
+const ts = require('typescript');
+const chalk = require('chalk');
+const nStatic = require('node-static');
+const webpack = require('webpack');
+const {RawSource} = require('webpack-sources');
+const argparse = require('argparse');
+const esbuild = require('esbuild');
+const puppeteer = require('puppeteer');
+const config = require('./config');
+const {compareImage} = require('../common/compareImage');
+const shell = require('shelljs');
+const downloadGit = require('download-git-repo');
+const {promisify} = require('util');
+const matter = require('gray-matter');
+const minimatch = require('minimatch');
+
+const parser = new argparse.ArgumentParser({
+    addHelp: true
+});
+parser.addArgument(['--bundler'], {
+    help: 'Bundler, can be webpack or esbuild'
+});
+parser.addArgument(['-m', '--minify'], {
+    action: 'storeTrue',
+    help: 'If minify'
+});
+parser.addArgument(['--local'], {
+    action: 'storeTrue',
+    help: `If use local repos. If so, don't forget to update the location of local repo in config.js.`
+});
+parser.addArgument(['--skip'], {
+    help: 'If skip some stages to speed up the test. Can be npm,bundle,render,compare'
+});
+parser.addArgument(['-t', '--tests'], {
+    help: 'If use pattern to specify which tests to run'
+});
+const args = parser.parseArgs();
+
+const EXAMPLE_DIR =  `${__dirname}/../public/`;
+const TMP_DIR = `${__dirname}/tmp`;
+const RUN_CODE_DIR = `${TMP_DIR}/tests`;
+const BUNDLE_DIR = `${TMP_DIR}/bundles`;
+const SCREENSHOTS_DIR = `${TMP_DIR}/screenshots`;
+const REPO_DIR = `${TMP_DIR}/repos`;
+const PACKAGE_DIR = `${TMP_DIR}/packages`;
+
+const MINIMAL_POSTFIX = 'minimal';
+const MINIMAL_LEGACY_POSTFIX = 'minimal.legacy';
+
+const MINIFY_BUNDLE = args.minify;
+// const TEST_THEME = 'dark-blue';
+const TEST_THEME = '';
+const USE_WEBPACK = !(args.bundler === 'esbuild');
+
+let testsPattern = args.tests;
+if (testsPattern) {
+    testsPattern = testsPattern.split(',');
+}
+
+// Create a server
+const port = 3322;
+const baseUrl = `http://localhost:${port}`;
+
+const TEMPLATE_CODE = `
+// @ts-ignore
+echarts.registerPreprocessor(function (option) {
+    option.animation = false;
+    if (option.series) {
+        if (!(option.series instanceof Array)) {
+            option.series = [option.series];
+        }
+        // @ts-ignore
+        option.series.forEach(function (seriesOpt) {
+            if (seriesOpt.type === 'graph') {
+                seriesOpt.force = seriesOpt.force || {};
+                seriesOpt.force.layoutAnimation = false;
+            }
+            seriesOpt.progressive = 1e5;
+            seriesOpt.animation = false;
+        });
+    }
+});
+`
+
+function buildPrepareCode(isESM, lang) {
+    return `
+// @ts-ignore
+${isESM
+    ? `import _seedrandom from 'seedrandom';`
+    : `const _seedrandom = require('seedrandom');`
+}
+
+// Check if i18n will break the minimal imports.
+${lang
+    ? isESM
+        ? `import 'echarts/i18n/${lang}';`
+        : `require('echarts/i18n/${lang}');`
+    : ''
+}
+// @ts-ignore
+const _myrng = _seedrandom('echarts');
+// @ts-ignore
+Math.random = function () {
+    // @ts-ignore
+    return _myrng();
+};
+${TEMPLATE_CODE}
+`;
+}
+
+async function prepare() {
+    fse.removeSync(TMP_DIR);
+    fse.removeSync(RUN_CODE_DIR);
+    fse.removeSync(BUNDLE_DIR);
+    fse.removeSync(SCREENSHOTS_DIR);
+
+    fse.removeSync(REPO_DIR);
+    fse.removeSync(PACKAGE_DIR);
+
+    fse.ensureDirSync(TMP_DIR);
+    fse.ensureDirSync(RUN_CODE_DIR);
+    fse.ensureDirSync(BUNDLE_DIR);
+    fse.ensureDirSync(SCREENSHOTS_DIR);
+
+    fse.ensureDirSync(REPO_DIR);
+    fse.ensureDirSync(PACKAGE_DIR);
+}
+
+async function downloadPackages(config) {
+    for (let pkg of config.packages) {
+        const pkgDownloadPath = nodePath.join(REPO_DIR, pkg.name);
+        console.log(chalk.gray(`Downloading ${pkg.git}`))
+        await promisify(downloadGit)(pkg.git, pkgDownloadPath);
+        // Override the path
+        pkg.dir = pkgDownloadPath;
+    }
+}
+
+async function installPackages(config) {
+
+    const publishedPackages = {};
+
+    function checkFolder(pkg) {
+        const dir = pkg.dir;
+        if (!fs.existsSync(dir)) {
+            console.warn(chalk.yellow(`${dir} not exists. Please update it in e2e/config.js.`));
+            return false;
+        }
+        if (!nodePath.isAbsolute(dir)) {
+            console.warn(chalk.yellow(`${dir} is not an absolute path. Please update it in e2e/config.js.`));
+            return false;
+        }
+        return true;
+    }
+
+    function publishPackage(pkg) {
+        console.log(chalk.gray(`Publishing ${pkg.dir}`))
+
+        shell.cd(pkg.dir);
+
+        const packageJson = JSON.parse(fs.readFileSync(nodePath.join(pkg.dir, 'package.json')));
+        const tgzFileName = `${packageJson.name}-${packageJson.version}.tgz`;
+        const targetTgzFilePath = nodePath.join(PACKAGE_DIR, tgzFileName);
+
+        if (packageJson.dependencies) {
+            for (let depPkgName in packageJson.dependencies) {
+                if (!publishedPackages[depPkgName]) {
+                    const depPkg = config.packages.find(a => a.name === depPkgName);
+                    if (depPkg) {
+                        publishPackage(depPkg);
+                        // Come back.
+                        shell.cd(pkg.dir);
+                    }
+                }
+
+                shell.exec(`npm install`);
+                shell.exec(`npm install ${publishedPackages[depPkgName]} --no-save`);
+            }
+        }
+
+        shell.exec(`npm pack`);
+        fs.renameSync(nodePath.join(pkg.dir, tgzFileName), targetTgzFilePath);
+        publishedPackages[packageJson.name] = targetTgzFilePath;
+    }
+
+    for (let pkg of config.packages) {
+        if (!checkFolder(pkg)) {
+            return;
+        }
+
+        publishPackage(pkg);
+    };
+
+    shell.cd(__dirname);
+    for (let pkg of config.packages) {
+        console.log(chalk.gray(`Installing ${pkg.name}`))
+        shell.exec(`npm install ${publishedPackages[pkg.name]}`);
+    }
+
+    // Come back.
+    shell.cd(process.cwd());
+}
+
+async function buildRunCode() {
+    const files = await globby([
+        `${EXAMPLE_DIR}/data/option/*.json`,
+        `${EXAMPLE_DIR}/data-gl/option/*.json`
+    ]);
+
+    if (!files.length) {
+        throw new Error('You need to run `node tool/build-example.js` before run this test.');
+    }
+
+    async function addTestCase(testName, testCode, deps, checkTs, extraImports, extraRequire) {
+        const ROOT_PATH = `${baseUrl}/public`;
+
+        const fullCode = buildExampleCode(buildPrepareCode(true) + testCode, deps, {
+            minimal: false,
+            ts: checkTs,
+            // Check if theme will break the minimal imports.
+            theme: TEST_THEME,
+            ROOT_PATH,
+            extraImports
+        });
+        const minimalCode = buildExampleCode(buildPrepareCode(true) + testCode, deps, {
+            minimal: true,
+            ts: checkTs,
+            theme: TEST_THEME,
+            ROOT_PATH,
+            extraImports
+        });
+        const legacyCode = buildExampleCode(buildPrepareCode(false) + testCode, deps, {
+            minimal: true,
+            esm: false,
+            ts: false,
+            theme: TEST_THEME,
+            ROOT_PATH,
+            extraImports: extraRequire
+        });
+
+        await fse.writeFile(
+            nodePath.join(RUN_CODE_DIR, testName + (checkTs ? '.ts' : '.js')),
+            prettier.format(fullCode, {
+                singleQuote: true,
+                parser: checkTs ? 'typescript' : 'babel'
+            }), 'utf-8'
+        );
+        await fse.writeFile(
+            nodePath.join(RUN_CODE_DIR, testName + `.${MINIMAL_POSTFIX}.${checkTs ? 'ts' : 'js'}`),
+            prettier.format(minimalCode, {
+                singleQuote: true,
+                parser: checkTs ? 'typescript' : 'babel'
+            }), 'utf-8'
+        );
+        await fse.writeFile(
+            nodePath.join(RUN_CODE_DIR, testName + `.${MINIMAL_LEGACY_POSTFIX}.js`),
+            prettier.format(legacyCode, {
+                singleQuote: true,
+                parser: 'babel'
+            }), 'utf-8'
+        );
+        console.log(
+            chalk.green('Generated: ', testName)
+        );
+    }
+
+    const builtinTestCases = await runTasks(files, async (fileName) => {
+        const isGL = fileName.startsWith(`${EXAMPLE_DIR}/data-gl`);
+        const testName = nodePath.basename(fileName, '.json');
+
+        if (testsPattern && !testsPattern.some(pattern => minimatch(testName, pattern))) {
+            return;
+        }
+
+        const optionCode = await fse.readFile(fileName, 'utf-8');
+        const option = JSON.parse(optionCode);
+        const testCode = await fse.readFile(nodePath.join(
+            EXAMPLE_DIR, isGL ? 'data-gl' : 'data', testName + '.js'
+        ), 'utf-8');
+
+        // TODO Ignore case with extension.
+
+        const deps = collectDeps(option).concat([
+            // TODO SVG
+            'CanvasRenderer'
+        ]);
+
+        if (
+            !(testName === 'map-HK' || testName === 'map-usa')  // Only test these two map examples
+            && (deps.includes('MapChart')
+                || deps.includes('GeoComponent')
+                || option.bmap)
+        ) {
+            console.warn(chalk.yellow(`Ignored map tests ${testName}`));
+            return;
+        }
+
+        // TODO: Don't support TypeScript in GL
+        await addTestCase(testName, testCode, deps, !isGL);
+
+        return testName;
+    }, 20);
+    const extensionTestCases = await runTasks(await globby(__dirname + '/cases/*.js'), async (fileName) => {
+        const testName = nodePath.basename(fileName, '.js');
+        if (testsPattern && !testsPattern.some(pattern => minimatch(testName, pattern))) {
+            return;
+        }
+
+        const testCode = await fse.readFile(fileName, 'utf-8');
+        let importsCode = '';
+        let requireCode = '';
+        try {
+            const fmResult = matter(testCode, {
+                delimiters: ['/*', '*/']
+            });
+            const extension = fmResult.data.extension;
+            if (extension) {
+                importsCode = `import '${extension}';`;
+                requireCode = `require('${extension}');`;
+            }
+        }
+        catch (e)  {
+        }
+        await addTestCase(testName, testCode, [], false, importsCode, requireCode);
+
+        return testName;
+    }, 20);
+
+    return builtinTestCases.concat(extensionTestCases).filter(a => !!a);
+}
+
+async function compileTs(tsTestFiles, result) {
+    const config = JSON.parse(fs.readFileSync(nodePath.join(__dirname, 'tsconfig.json'), 'utf-8'));
+
+    const compilerOptions = {
+        ...config.compilerOptions
+    };
+
+    const {options, errors} = ts.convertCompilerOptionsFromJson(compilerOptions, nodePath.resolve(__dirname));
+
+    if (errors.length) {
+        let errMsg = 'tsconfig parse failed: '
+            + errors.map(error => error.messageText).join('. ')
+            + '\n compilerOptions: \n' + JSON.stringify(config.compilerOptions, null, 4);
+        assert(false, errMsg);
+    }
+
+    // Generate this config file for checking the source code in vscode.
+    fs.writeFileSync(nodePath.join(RUN_CODE_DIR, 'tsconfig.json'), JSON.stringify({
+        compilerOptions
+    }, null, 2), 'utf-8');
+
+    // See: https://github.com/microsoft/TypeScript/wiki/Using-the-Compiler-API
+    let program = ts.createProgram(tsTestFiles, options);
+    let emitResult = program.emit();
+
+    let allDiagnostics = ts
+        .getPreEmitDiagnostics(program)
+        .concat(emitResult.diagnostics);
+
+    allDiagnostics.forEach(diagnostic => {
+        if (diagnostic.file) {
+            let {line, character} = diagnostic.file.getLineAndCharacterOfPosition(diagnostic.start);
+            let message = ts.flattenDiagnosticMessageText(diagnostic.messageText, '\n');
+
+            const compilerError = {
+                location: [line + 1, character + 1],
+                message
+            };
+            if (diagnostic.file.fileName.endsWith(`${MINIMAL_POSTFIX}.ts`)) {
+                const basename = nodePath.basename(diagnostic.file.fileName, `.${MINIMAL_POSTFIX}.ts`);
+                result[basename].compileErrors.minimal.push(compilerError);
+            }
+            else {
+                const basename = nodePath.basename(diagnostic.file.fileName,  `.ts`);
+                result[basename].compileErrors.full.push(compilerError);
+            }
+            // console.log(chalk.red(`${diagnostic.file.fileName} (${line + 1},${character + 1})`));
+            // console.log(chalk.gray(message));
+        }
+        else {
+            console.log(chalk.red(ts.flattenDiagnosticMessageText(diagnostic.messageText, '\n')));
+        }
+    });
+    // assert(!emitResult.emitSkipped, 'ts compile failed.');
+}
+
+async function webpackBundle(esbuildService, entry, result) {
+    return new Promise((resolve) => {
+        webpack({
+            entry,
+            output: {
+                path: BUNDLE_DIR,
+                filename: '[name].js'
+            },
+            // Use esbuild as minify, terser is tooooooo slow for so much tests.
+            optimization: {
+                minimizer: MINIFY_BUNDLE ? [{
+                    apply(compiler) {
+                        compiler.hooks.compilation.tap(
+                            'ESBuild Minify',
+                            (compilation) => {
+                                compilation.hooks.optimizeChunkAssets.tapPromise(
+                                    'ESBuild Minify',
+                                    async (chunks) => {
+                                        for (const chunk of chunks) {
+                                            for (const file of chunk.files) {
+                                                const asset = compilation.assets[file];
+                                                const { source } = asset.sourceAndMap();
+                                                const result = await esbuildService.transform(source, {
+                                                    minify: true,
+                                                    sourcemap: false
+                                                });
+                                                compilation.updateAsset(file, () => {
+                                                    return new RawSource(result.code || '');
+                                                });
+                                            }
+                                        }
+                                    }
+                                );
+                            },
+                          );
+
+                    }
+                }] : []
+            }
+        }, (err, stats) => {
+            if (err || stats.hasErrors()) {
+                if (err) {
+                    console.error(err.stack || err);
+                    if (err.details) {
+                        console.error(err.details);
+                    }
+                    resolve();
+                    return;
+                }
+
+                const info = stats.toJson();
+
+                if (stats.hasErrors()) {
+                    console.error(info.errors);
+                }
+
+                if (stats.hasWarnings()) {
+                    console.warn(info.warnings);
+                }
+            }
+            else {
+                console.log(chalk.green(`${Object.values(entry).map(a => `Bundled ${a}`).join('\n')}`));
+            }
+
+            resolve();
+        });
+    })
+}
+
+function esbuildBundle(entry, result, minify) {
+    return esbuild.build({
+        entryPoints: entry,
+        bundle: true,
+        minify: minify,
+        define: {
+            'process.env.NODE_ENV': JSON.stringify(minify ? 'production' : 'development')
+        },
+        outdir: BUNDLE_DIR
+    });
+}
+
+async function bundle(entryFiles, result) {
+    if (USE_WEBPACK) {
+        // Split to multiple buckets to seepup bundle
+        // TODO Multiple entry may have effects on the final bundle.
+        const BUCKET_SIZE = 1;
+        const buckets = [];
+        const esbuildService = await esbuild.startService();
+        let count = 0;
+        outer: while (true) {
+            const bucket = {};
+            for (let i = 0; i < BUCKET_SIZE; i++) {
+                const filePath = entryFiles[count++];
+                if (!filePath) {
+                    break outer;
+                }
+                const basename = nodePath.basename(filePath, '.js');
+                bucket[basename] = filePath;
+            }
+            buckets.push(bucket);
+        }
+
+        // TODO Multiple thread.
+        for (let bucket of buckets) {
+            await webpackBundle(esbuildService, bucket, result);
+        }
+
+        esbuildService.stop();
+    }
+    else {
+        for (let file of entryFiles) {
+            await esbuildBundle([file], result, MINIFY_BUNDLE);
+            console.log(chalk.green(`Bundled ${file}`));
+        }
+    }
+}
+
+function waitTime(time) {
+    return new Promise((resolve) => setTimeout(resolve, time));
+}
+async function runExamples(jsFiles, result) {
+    const fileServer = new nStatic.Server(__dirname + '/../');
+    const server = require('http').createServer(function (request, response) {
+        request.addListener('end', function () {
+            fileServer.serve(request, response);
+        }).resume();
+    })
+    server.listen(port);
+
+    try {
+        const IGNORE_LOG = [
+            'A cookie associated with a cross-site resource at',
+            'A parser-blocking, cross site',
+            // For ECharts GL
+            'RENDER WARNING',
+            'GL ERROR',
+            'GL_INVALID_OPERATION'
+        ];
+
+        const browser = await puppeteer.launch({
+            headless: false,
+            args: [
+                '--headless',
+                '--hide-scrollbars',
+                // https://github.com/puppeteer/puppeteer/issues/4913
+                '--use-gl=egl',
+                '--mute-audio'
+            ]
+        });
+
+        await runTasks(jsFiles, async (file) => {
+            const page = await browser.newPage();
+            const basename = nodePath.basename(file, '.js');
+            await page.setViewport({ width: 800, height: 600 });
+
+            page.on('pageerror', function (err) {
+                // TODO Record pageerror
+                console.error(chalk.red(`[PAGE ERROR] [${basename}]`));
+                console.error(chalk.red(err.toString()));
+            });
+            page.on('console', msg => {
+                const text = msg.text();
+                if (!IGNORE_LOG.find(a => text.indexOf(a) >= 0)) {
+                    console.log(chalk.gray(`[PAGE LOG] [${basename}]: ${text}`));
+                }
+            });
+
+            await page.goto(`${baseUrl}/e2e/template.html`, {
+                waitUntil: 'networkidle0',
+                timeout: 10000
+            });
+            await page.addScriptTag({
+                url: `${baseUrl}/e2e/tmp/bundles/${basename}.js`
+            });
+            await waitTime(200);
+
+            await page.screenshot({
+                type: 'png',
+                path: nodePath.resolve(SCREENSHOTS_DIR, basename + '.png')
+            });
+
+            await page.close();
+
+            console.log(chalk.green(`Rendered ${file}`));
+        }, 8);
+    }
+    catch (e) {
+        server.close();
+        throw e;
+    }
+}
+
+
+async function compareExamples(testNames, result) {
+
+    function writePNG(png, diffPath) {
+        return new Promise(resolve => {
+            const writer = fs.createWriteStream(diffPath);
+            png.pack().pipe(writer);
+            writer.on('finish', () => { resolve(); });
+        });
+    }
+
+    for (let testName of testNames) {
+        const diffMinimal = await compareImage(
+            nodePath.resolve(SCREENSHOTS_DIR, testName + '.png'),
+            nodePath.resolve(SCREENSHOTS_DIR, `${testName}.${MINIMAL_POSTFIX}.png`)
+        );
+        const diffMinimalLegacy = await compareImage(
+            nodePath.resolve(SCREENSHOTS_DIR, testName + '.png'),
+            nodePath.resolve(SCREENSHOTS_DIR, `${testName}.${MINIMAL_LEGACY_POSTFIX}.png`)
+        );
+
+        const diffMinimalPNGPath = nodePath.resolve(SCREENSHOTS_DIR, `${testName}.${MINIMAL_POSTFIX}.diff.png`);
+        const diffMinimalLegacyPNGPath = nodePath.resolve(SCREENSHOTS_DIR, `${testName}.${MINIMAL_LEGACY_POSTFIX}.diff.png`);
+
+        writePNG(diffMinimal.diffPNG, diffMinimalPNGPath);
+        writePNG(diffMinimalLegacy.diffPNG, diffMinimalLegacyPNGPath);
+
+        result[testName].screenshotDiff = {
+            minimal: {
+                ratio: diffMinimal.diffRatio,
+                png: nodePath.basename(diffMinimalPNGPath)
+            },
+            minimalLegacy: {
+                ratio: diffMinimalLegacy.diffRatio,
+                png: nodePath.basename(diffMinimalLegacyPNGPath)
+            }
+        }
+
+        if (diffMinimal.diffRatio > 0 || diffMinimalLegacy.diffRatio > 0) {
+            console.log(chalk.red(`Failed ${testName}`));
+        }
+        else {
+            console.log(chalk.green(`Passed ${testName}`));
+        }
+    }
+}
+
+
+async function main() {
+    let result;
+
+    if (!args.skip && !args.tests) {
+        // Don't clean up if skipping some of the stages.
+        await prepare();
+        result = {};
+    }
+    else {
+        // Read result.
+        try {
+            result = JSON.parse(fs.readFileSync(__dirname + '/tmp/result.json', 'utf-8'));
+        }
+        catch (e) {
+            console.error(e);
+            throw 'Must run full e2e test without --skip and --tests at least once.';
+        }
+    }
+
+    function isNotSkipped(stage) {
+        return !((args.skip || '').indexOf(stage) >= 0);
+    }
+
+    // We don't have to test the npm if bundle is also skipped.
+    if (isNotSkipped('npm') && isNotSkipped('bundle')) {
+        if (!args.local) {
+            console.log(chalk.gray('Downloading packages'));
+            await downloadPackages(config);
+        }
+
+        console.log(chalk.gray('Installing packages'));
+        await installPackages(config);
+    }
+    else {
+        console.log(chalk.yellow('Skipped NPM.'));
+    }
+
+
+    console.log(chalk.gray('Generating codes'));
+    // Always build code.
+    const testNames = await buildRunCode();
+
+    for (let key of testNames) {
+        result[key] = result[key] || {};
+    }
+
+    Object.keys(result).forEach(key => {
+        // Always do TS check on all tests. So reset all compile errors.
+        result[key].compileErrors = {
+            full: [],
+            minimal: [],
+            minimalLegacy: []
+        };
+    });
+
+    console.log('Compiling TypeScript');
+    // Always run typescript check to generate the js code.
+    await compileTs(
+        (await globby(nodePath.join(RUN_CODE_DIR, '*.ts')))
+            // No need to check types of the minimal legacy imports
+            .filter(a => !a.endsWith(`${MINIMAL_LEGACY_POSTFIX}.ts`)),
+        result
+    );
+
+    if (isNotSkipped('bundle')) {
+        console.log(`Bundling with ${USE_WEBPACK ? 'webpack' : 'esbuild'}`);
+        const jsFiles = [];
+        for (let testName of testNames) {
+            jsFiles.push(
+                nodePath.join(RUN_CODE_DIR, `${testName}.js`),
+                nodePath.join(RUN_CODE_DIR, `${testName}.${MINIMAL_POSTFIX}.js`),
+                nodePath.join(RUN_CODE_DIR, `${testName}.${MINIMAL_LEGACY_POSTFIX}.js`)
+            );
+        }
+        await bundle(jsFiles, result);
+    }
+    else {
+        console.log(chalk.yellow('Skipped Bundle.'));
+    }
+
+    if (isNotSkipped('render')) {
+        console.log('Running examples');
+        const bundleFiles = [];
+        for (let testName of testNames) {
+            bundleFiles.push(
+                nodePath.join(BUNDLE_DIR, `${testName}.js`),
+                nodePath.join(BUNDLE_DIR, `${testName}.${MINIMAL_POSTFIX}.js`),
+                nodePath.join(BUNDLE_DIR, `${testName}.${MINIMAL_LEGACY_POSTFIX}.js`)
+            );
+        }
+        await runExamples(bundleFiles, result);
+    }
+    else {
+        console.log(chalk.yellow('Skipped Render.'));
+    }
+
+    if (isNotSkipped('compare')) {
+        console.log('Comparing Results');
+        await compareExamples(testNames, result);
+    }
+    else {
+        console.log(chalk.yellow('Skipped Compare.'));
+    }
+
+    fs.writeFileSync(__dirname + '/tmp/result.json', JSON.stringify(
+        result, null, 2
+    ), 'utf-8');
+}
+
+main().catch(e => {
+    console.error(e);
+    process.exit();
+}).then(() => {
+    process.exit();
+});
+
+process.on('SIGINT', function() {
+    console.log('Closing');
+    // Close through ctrl + c;
+    process.exit();
+});
\ No newline at end of file
diff --git a/e2e/package-lock.json b/e2e/package-lock.json
new file mode 100644
index 0000000..ff08361
--- /dev/null
+++ b/e2e/package-lock.json
@@ -0,0 +1,6131 @@
+{
+  "name": "echarts-examples-e2e",
+  "version": "1.0.0",
+  "lockfileVersion": 1,
+  "requires": true,
+  "dependencies": {
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+      "dev": true
+    },
+    "archive-type": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/archive-type/-/archive-type-4.0.0.tgz",
+      "integrity": "sha1-+S5yIzBW38aWlHJ0nCZ72wRrHXA=",
+      "dev": true,
+      "requires": {
+        "file-type": "^4.2.0"
+      },
+      "dependencies": {
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+          "resolved": "https://registry.npmjs.org/file-type/-/file-type-4.4.0.tgz",
+          "integrity": "sha1-G2AOX8ofvcboDApwxxyNul95BsU=",
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+      }
+    },
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+          "integrity": "sha512-uZtkfKblCEQtZKBF6EBXVZeQNl82yqtDQdv+eck8u7tdPxjLu2/lp5/uPW+um2tpuxINHWy3GhiccY7QgEaVHQ=="
+        }
+      }
+    }
+  }
+}
diff --git a/e2e/package.json b/e2e/package.json
new file mode 100644
index 0000000..fd0973e
--- /dev/null
+++ b/e2e/package.json
@@ -0,0 +1,19 @@
+{
+  "name": "echarts-examples-e2e",
+  "version": "1.0.0",
+  "description": "Using the example data to E2E test echarts and it's extensions.",
+  "main": "main.js",
+  "scripts": {
+    "test:e2e": "node main.js --bundler webpack -m --fetch",
+    "test:e2e:esbuild": "node main.js --bundler esbuild -m --fetch"
+  },
+  "author": "",
+  "license": "ISC",
+  "dependencies": {
+    "echarts": "file:../../echarts",
+    "echarts-gl": "file:tmp/echarts-gl-2.0.0-rc.3.tgz",
+    "echarts-liquidfill": "file:tmp/echarts-liquidfill-3.0.0.tgz",
+    "echarts-wordcloud": "file:tmp/echarts-wordcloud-2.0.0.tgz",
+    "zrender": "file:tmp/zrender-5.0.1.tgz"
+  }
+}
diff --git a/e2e/preview.html b/e2e/preview.html
new file mode 100644
index 0000000..fb94486
--- /dev/null
+++ b/e2e/preview.html
@@ -0,0 +1,27 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/jquery@2.2.4/dist/jquery.min.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/dat.gui@0.6.5/build/dat.gui.min.js"></script>
+    <title>Test Container</title>
+</head>
+<body>
+    <style>
+        html, body {
+            margin: 0;
+            overflow: hidden;
+        }
+        #main {
+            position: absolute;
+            left: 0px;
+            top: 0px;
+            right: 0px;
+            bottom: 0px;
+        }
+    </style>
+    <div id="main"></div>
+    <script src="tmp/bundles/graph-grid.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/e2e/report.html b/e2e/report.html
new file mode 100644
index 0000000..d4c44f2
--- /dev/null
+++ b/e2e/report.html
@@ -0,0 +1,186 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Test Report</title>
+    <link href="https://cdn.jsdelivr.net/npm/element-ui@2.14.1/lib/theme-chalk/index.css" rel="stylesheet" type="text/css">
+
+    <style>
+        #app {
+            font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+        }
+
+        .import-type-title {
+            padding: 10px;
+        }
+
+        .import-type-title div {
+            font-size: 14px;
+            font-family:'Courier New', Courier, monospace;
+        }
+
+        .type-error-log {
+            padding: 10px;
+            color: red;
+            font-family:'Courier New', Courier, monospace;
+        }
+        .type-error-log pre {
+            margin: 5px 0;
+            padding: 0;
+            /* https://css-tricks.com/snippets/css/make-pre-text-wrap/ */
+            white-space: pre-wrap;
+        }
+        .type-passed {
+            font-size: 14px;
+            color: green;
+            font-family:'Courier New', Courier, monospace;
+            padding: 10px;
+        }
+    </style>
+
+</head>
+<body>
+    <div id="app">
+        <el-tabs v-model="tab" type="border-card">
+            <el-tab-pane label="Type Checking" name="typechecking">
+                <div v-for="item in typeCheckingResult">
+                    <h3>{{ item.testName }}({{item.compileErrorsCount}})</h3>
+                    <el-row :gutter="30">
+                        <el-col :span="12">
+                            <el-card :body-style="{ padding: '0px' }">
+                                <div class="import-type-title">
+                                    <div>全量引入</div>
+                                    <div>Full Import</div>
+                                </div>
+                                <div class="type-error-log" v-if="item.compileErrors.full.length">
+                                    <div v-for="compileError in item.compileErrors.full">
+                                        <pre>[{{compileError.location.join(', ')}}] {{compileError.message}}</pre>
+                                    </div>
+                                </div>
+                                <div class="type-passed" v-else>
+                                    No Error
+                                </div>
+                            </el-card>
+                        </el-col>
+                        <el-col :span="12">
+                            <el-card :body-style="{ padding: '0px' }">
+                                <div class="import-type-title">
+                                    <div>按需引入</div>
+                                    <div>Minimal Import </div>
+                                </div>
+                                <div class="type-error-log" v-if="item.compileErrors.minimal.length">
+                                    <div v-for="compileError in item.compileErrors.minimal">
+                                        <pre>[{{compileError.location.join(', ')}}] {{compileError.message}}</pre>
+                                    </div>
+                                </div>
+                                <div class="type-passed" v-else>
+                                    No Error
+                                </div>
+                            </el-card>
+                        </el-col>
+                    </el-row>
+                </div>
+            </el-tab-pane>
+            <el-tab-pane label="Screenshots Compare" name="screenshots">
+                <div v-for="item in screenshotsCompareResult">
+                    <h3>{{ item.testName }}({{item.screenshotDiffRatio}})</h3>
+                    <el-row :gutter="10">
+                        <el-col :span="4">
+                            <el-card :body-style="{ padding: '0px' }">
+                                <el-image :src="SCREENSHOT_ROOT + item.testName + '.png'"></el-image>
+                                <div class="import-type-title">
+                                    <div>全量引入</div>
+                                    <div>Full Import</div>
+                                </div>
+                            </el-card>
+                        </el-col>
+                        <el-col :span="4">
+                            <el-card :body-style="{ padding: '0px' }">
+                                <el-image :src="SCREENSHOT_ROOT + item.testName + '.minimal.png'"></el-image>
+                                <div class="import-type-title">
+                                    <div>按需引入</div>
+                                    <div>Minimal Import </div>
+                                </div>
+                            </el-card>
+                        </el-col>
+                        <el-col :span="4">
+                            <el-card :body-style="{ padding: '0px' }">
+                                <el-image :src="SCREENSHOT_ROOT + item.testName + '.minimal.legacy.png'"></el-image>
+                                <div class="import-type-title">
+                                    <div>自注册方式按需引入</div>
+                                    <div>Minimal Import with Self Registion</div>
+                                </div>
+                            </el-card>
+                        </el-col>
+                        <el-col :span="4">
+                            <el-card :body-style="{ padding: '0px' }">
+                                <el-image :src="SCREENSHOT_ROOT + item.testName + '.minimal.diff.png'"></el-image>
+                                <div class="import-type-title">
+                                    <div>按需引入差异</div>
+                                    <div>Diff of Minimal Import </div>
+                                </div>
+                            </el-card>
+                        </el-col>
+                        <el-col :span="4">
+                            <el-card :body-style="{ padding: '0px' }">
+                                <el-image :src="SCREENSHOT_ROOT + item.testName + '.minimal.legacy.diff.png'"></el-image>
+                                <div class="import-type-title">
+                                    <div>自注册方式按需引入差异</div>
+                                    <div>Diff of Minimal Import with Self Registion</div>
+                                </div>
+                            </el-card>
+                        </el-col>
+                    </el-row>
+                </div>
+            </el-tab-pane>
+        </el-tabs>
+    </div>
+    <script src="https://cdn.jsdelivr.net/npm/vue@^2.0.0/dist/vue.min.js"></script>
+    <script src="https://cdn.jsdelivr.net/npm/element-ui@2.14.1/lib/index.js"></script>
+
+    <script>
+        const app = new Vue({
+            el: '#app',
+            data() {
+                return {
+                    typeCheckingResult: [],
+                    screenshotsCompareResult: [],
+
+                    SCREENSHOT_ROOT: './tmp/screenshots/',
+
+                    tab: 'screenshots',
+                    splitterModel: 10
+                };
+            }
+        });
+
+        fetch('./tmp/result.json')
+            .then(response => response.json())
+            .then(json => {
+                const result = [];
+                function getCompilerErrorsCount({ full, minimal, minimalLegacy }) {
+                    return full.length + minimal.length + minimalLegacy.length;
+                }
+                function getScreenshotDiffRatio({ minimal, minimalLegacy }) {
+                    return minimal.ratio + minimalLegacy.ratio;
+                }
+
+                Object.keys(json).forEach(key => {
+                    result.push({
+                        ...json[key],
+                        compileErrorsCount: getCompilerErrorsCount(json[key].compileErrors),
+                        screenshotDiffRatio: getScreenshotDiffRatio(json[key].screenshotDiff),
+                        testName: key
+                    });
+                });
+                app.typeCheckingResult = result.slice().sort((a, b) => {
+                    return b.compileErrorsCount - a.compileErrorsCount;
+                });
+                app.screenshotsCompareResult = result.slice().sort((a, b) => {
+                    return b.screenshotDiffRatio - a.screenshotDiffRatio;
+                });
+            });
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/e2e/template.html b/e2e/template.html
new file mode 100644
index 0000000..71c3b5b
--- /dev/null
+++ b/e2e/template.html
@@ -0,0 +1,26 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/jquery@2.2.4/dist/jquery.min.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/dat.gui@0.6.5/build/dat.gui.min.js"></script>
+    <title>Test Container</title>
+</head>
+<body>
+    <style>
+        html, body {
+            margin: 0;
+            overflow: hidden;
+        }
+        #main {
+            position: absolute;
+            left: 0px;
+            top: 0px;
+            right: 0px;
+            bottom: 0px;
+        }
+    </style>
+    <div id="main"></div>
+</body>
+</html>
\ No newline at end of file
diff --git a/e2e/tsconfig.json b/e2e/tsconfig.json
new file mode 100644
index 0000000..ad6231a
--- /dev/null
+++ b/e2e/tsconfig.json
@@ -0,0 +1,13 @@
+{
+    "compilerOptions": {
+        "target": "ES6",
+
+        "strict": true,
+
+        "moduleResolution": "node",
+        "pretty": true,
+        "outDir": "tmp/tests",
+
+        "baseUrl": "./"
+    }
+}
\ No newline at end of file
diff --git a/e2e/webpack.config.js b/e2e/webpack.config.js
new file mode 100644
index 0000000..9d8c056
--- /dev/null
+++ b/e2e/webpack.config.js
@@ -0,0 +1,20 @@
+const path = require('path');
+const BundleAnalyzerPlugin = require('webpack-bundle-analyzer').BundleAnalyzerPlugin;
+const config = require('./config');
+
+module.exports = {
+    entry: path.resolve(__dirname, 'tmp/tests/area-basic.minimal.js'),
+    plugins: [
+        new BundleAnalyzerPlugin()
+    ],
+    resolve: {
+        alias: {
+            echarts: config.echartsDir,
+            zrender: config.zrenderDir
+        }
+    },
+    output: {
+        path: path.resolve(__dirname, 'tmp/bundles/'),
+        filename: 'area-basic.minimal.js'
+    }
+}
\ No newline at end of file
diff --git a/package-lock.json b/package-lock.json
index c127383..e6b08a4 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1135,6 +1135,17 @@
         }
       }
     },
+    "@discoveryjs/json-ext": {
+      "version": "0.5.2",
+      "resolved": "https://registry.npmjs.org/@discoveryjs/json-ext/-/json-ext-0.5.2.tgz",
+      "integrity": "sha512-HyYEUDeIj5rRQU2Hk5HTB2uHsbRQpF70nvMhVzi+VJR0X+xNEhjPui4/kBf3VeH/wqD28PT4sVOm8qqLjBrSZg==",
+      "dev": true
+    },
+    "@lang/object-visualizer": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@lang/object-visualizer/-/object-visualizer-3.1.1.tgz",
+      "integrity": "sha512-1RF04RA8Y7AloIGwKau+ilIoZl0DBf8c1v8V+uG7bUpWobBdQyPTbYTFXtZoBsDVObTHXJIWA/pdURGj/N+usg=="
+    },
     "@nodelib/fs.scandir": {
       "version": "2.1.3",
       "resolved": "https://registry.npm.taobao.org/@nodelib/fs.scandir/download/@nodelib/fs.scandir-2.1.3.tgz",
@@ -1161,6 +1172,12 @@
         "fastq": "^1.6.0"
       }
     },
+    "@polka/url": {
+      "version": "1.0.0-next.11",
+      "resolved": "https://registry.npmjs.org/@polka/url/-/url-1.0.0-next.11.tgz",
+      "integrity": "sha512-3NsZsJIA/22P3QUyrEDNA2D133H4j224twJrdipXN38dpnIOzAbUDtOwkcJ5pXmn75w7LSQDjA4tO9dm1XlqlA==",
+      "dev": true
+    },
     "@sindresorhus/is": {
       "version": "0.7.0",
       "resolved": "https://registry.npmjs.org/@sindresorhus/is/-/is-0.7.0.tgz",
@@ -1173,6 +1190,32 @@
       "integrity": "sha1-HBJhu+qhCoBVu8XYq4S3sq/IRqA=",
       "dev": true
     },
+    "@types/eslint": {
+      "version": "7.2.6",
+      "resolved": "https://registry.npmjs.org/@types/eslint/-/eslint-7.2.6.tgz",
+      "integrity": "sha512-I+1sYH+NPQ3/tVqCeUSBwTE/0heyvtXqpIopUUArlBm0Kpocb8FbMa3AZ/ASKIFpN3rnEx932TTXDbt9OXsNDw==",
+      "dev": true,
+      "requires": {
+        "@types/estree": "*",
+        "@types/json-schema": "*"
+      }
+    },
+    "@types/eslint-scope": {
+      "version": "3.7.0",
+      "resolved": "https://registry.npmjs.org/@types/eslint-scope/-/eslint-scope-3.7.0.tgz",
+      "integrity": "sha512-O/ql2+rrCUe2W2rs7wMR+GqPRcgB6UiqN5RhrR5xruFlY7l9YLMn0ZkDzjoHLeiFkR8MCQZVudUuuvQ2BLC9Qw==",
+      "dev": true,
+      "requires": {
+        "@types/eslint": "*",
+        "@types/estree": "*"
+      }
+    },
+    "@types/estree": {
+      "version": "0.0.45",
+      "resolved": "https://registry.npmjs.org/@types/estree/-/estree-0.0.45.tgz",
+      "integrity": "sha512-jnqIUKDUqJbDIUxm0Uj7bnlMnRm1T/eZ9N+AVMqhPgzrba2GhGG5o/jCTwmdPK709nEZsGoMzXEDUjcXHa3W0g==",
+      "dev": true
+    },
     "@types/events": {
       "version": "3.0.0",
       "resolved": "https://registry.npm.taobao.org/@types/events/download/@types/events-3.0.0.tgz",
@@ -1208,6 +1251,93 @@
       "integrity": "sha1-bRGowtWEBbPbk4irdAEGy/pkw8k=",
       "dev": true
     },
+    "@typescript-eslint/types": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-4.12.0.tgz",
+      "integrity": "sha512-N2RhGeheVLGtyy+CxRmxdsniB7sMSCfsnbh8K/+RUIXYYq3Ub5+sukRCjVE80QerrUBvuEvs4fDhz5AW/pcL6g==",
+      "dev": true
+    },
+    "@typescript-eslint/typescript-estree": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-4.12.0.tgz",
+      "integrity": "sha512-gZkFcmmp/CnzqD2RKMich2/FjBTsYopjiwJCroxqHZIY11IIoN0l5lKqcgoAPKHt33H2mAkSfvzj8i44Jm7F4w==",
+      "dev": true,
+      "requires": {
+        "@typescript-eslint/types": "4.12.0",
+        "@typescript-eslint/visitor-keys": "4.12.0",
+        "debug": "^4.1.1",
+        "globby": "^11.0.1",
+        "is-glob": "^4.0.1",
+        "lodash": "^4.17.15",
+        "semver": "^7.3.2",
+        "tsutils": "^3.17.1"
+      },
+      "dependencies": {
+        "debug": {
+          "version": "4.3.1",
+          "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.1.tgz",
+          "integrity": "sha512-doEwdvm4PCeK4K3RQN2ZC2BYUBaxwLARCqZmMjtF8a51J2Rb0xpVloFRnCODwqjpwnAoao4pelN8l3RJdv3gRQ==",
+          "dev": true,
+          "requires": {
+            "ms": "2.1.2"
+          }
+        },
+        "globby": {
+          "version": "11.0.1",
+          "resolved": "https://registry.npmjs.org/globby/-/globby-11.0.1.tgz",
+          "integrity": "sha512-iH9RmgwCmUJHi2z5o2l3eTtGBtXek1OYlHrbcxOYugyHLmAsZrPj43OtHThd62Buh/Vv6VyCBD2bdyWcGNQqoQ==",
+          "dev": true,
+          "requires": {
+            "array-union": "^2.1.0",
+            "dir-glob": "^3.0.1",
+            "fast-glob": "^3.1.1",
+            "ignore": "^5.1.4",
+            "merge2": "^1.3.0",
+            "slash": "^3.0.0"
+          }
+        },
+        "lru-cache": {
+          "version": "6.0.0",
+          "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-6.0.0.tgz",
+          "integrity": "sha512-Jo6dJ04CmSjuznwJSS3pUeWmd/H0ffTlkXXgwZi+eq1UCmqQwCh+eLsYOYCwY991i2Fah4h1BEMCx4qThGbsiA==",
+          "dev": true,
+          "requires": {
+            "yallist": "^4.0.0"
+          }
+        },
+        "ms": {
+          "version": "2.1.2",
+          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
+          "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==",
+          "dev": true
+        },
+        "semver": {
+          "version": "7.3.4",
+          "resolved": "https://registry.npmjs.org/semver/-/semver-7.3.4.tgz",
+          "integrity": "sha512-tCfb2WLjqFAtXn4KEdxIhalnRtoKFN7nAwj0B3ZXCbQloV2tq5eDbcTmT68JJD3nRJq24/XgxtQKFIpQdtvmVw==",
+          "dev": true,
+          "requires": {
+            "lru-cache": "^6.0.0"
+          }
+        },
+        "yallist": {
+          "version": "4.0.0",
+          "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+          "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==",
+          "dev": true
+        }
+      }
+    },
+    "@typescript-eslint/visitor-keys": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-4.12.0.tgz",
+      "integrity": "sha512-hVpsLARbDh4B9TKYz5cLbcdMIOAoBYgFPCSP9FFS/liSF+b33gVNq8JHY3QGhHNVz85hObvL7BEYLlgx553WCw==",
+      "dev": true,
+      "requires": {
+        "@typescript-eslint/types": "4.12.0",
+        "eslint-visitor-keys": "^2.0.0"
+      }
+    },
     "@vue/component-compiler-utils": {
       "version": "3.2.0",
       "resolved": "https://registry.npmjs.org/@vue/component-compiler-utils/-/component-compiler-utils-3.2.0.tgz",
@@ -1223,183 +1353,207 @@
         "prettier": "^1.18.2",
         "source-map": "~0.6.1",
         "vue-template-es2015-compiler": "^1.9.0"
+      },
+      "dependencies": {
+        "prettier": {
+          "version": "1.19.1",
+          "resolved": "https://registry.npmjs.org/prettier/-/prettier-1.19.1.tgz",
+          "integrity": "sha512-s7PoyDv/II1ObgQunCbB9PdLmUcBZcnWOcxDh7O0N/UwDEsHyqkW+Qh28jW+mVuCdx7gLB0BotYI1Y6uI9iyew==",
+          "dev": true,
+          "optional": true
+        }
       }
     },
     "@webassemblyjs/ast": {
-      "version": "1.9.0",
-      "resolved": "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.9.0.tgz",
-      "integrity": "sha512-C6wW5L+b7ogSDVqymbkkvuW9kruN//YisMED04xzeBBqjHa2FYnmvOlS6Xj68xWQRgWvI9cIglsjFowH/RJyEA==",
+      "version": "1.9.1",
+      "resolved": "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.9.1.tgz",
+      "integrity": "sha512-uMu1nCWn2Wxyy126LlGqRVlhdTOsO/bsBRI4dNq3+6SiSuRKRQX6ejjKgh82LoGAPSq72lDUiQ4FWVaf0PecYw==",
       "dev": true,
       "requires": {
-        "@webassemblyjs/helper-module-context": "1.9.0",
-        "@webassemblyjs/helper-wasm-bytecode": "1.9.0",
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+          "version": "4.0.1",
+          "resolved": "https://registry.npmjs.org/npm-run-path/-/npm-run-path-4.0.1.tgz",
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-            "p-locate": "^3.0.0",
-            "path-exists": "^3.0.0"
+            "path-key": "^3.0.0"
           }
         },
-        "p-locate": {
-          "version": "3.0.0",
-          "resolved": "https://registry.npmjs.org/p-locate/-/p-locate-3.0.0.tgz",
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+        "signal-exit": {
+          "version": "3.0.3",
+          "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-3.0.3.tgz",
+          "integrity": "sha512-VUJ49FC8U1OxwZLxIbTTrDvLnf/6TDgxZcK8wxR8zs13xpx7xbG60ndBlhNrFi2EMuFRoeDoJO7wthSLq42EjA==",
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-            "is-fullwidth-code-point": "^2.0.0",
-            "strip-ansi": "^5.1.0"
-          }
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-        "strip-ansi": {
-          "version": "5.2.0",
-          "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-5.2.0.tgz",
-          "integrity": "sha512-DuRs1gKbBqsMKIZlrffwlug8MHkcnpjs5VPmL1PAh+mA30U0DTotfDZ0d2UUsXpPmPmMMJ6W773MaA3J+lbiWA==",
-          "dev": true,
-          "requires": {
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-          }
-        },
-        "supports-color": {
-          "version": "6.1.0",
-          "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-6.1.0.tgz",
-          "integrity": "sha512-qe1jfm1Mg7Nq/NSh6XE24gPXROEVsWHxC1LIx//XNlD9iw7YZQGjZNjYN7xGaEG6iKdA8EtNFW6R0gjnVXp+wQ==",
-          "dev": true,
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-        "which-module": {
-          "version": "2.0.0",
-          "resolved": "https://registry.npmjs.org/which-module/-/which-module-2.0.0.tgz",
-          "integrity": "sha1-2e8H3Od7mQK4o6j6SzHD4/fm6Ho=",
-          "dev": true
-        },
-        "wrap-ansi": {
-          "version": "5.1.0",
-          "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-5.1.0.tgz",
-          "integrity": "sha512-QC1/iN/2/RPVJ5jYK8BGttj5z83LmSKmvbvrXPNCLZSEb32KKVDJDl/MOt2N01qU2H/FkzEa9PKto1BqDjtd7Q==",
-          "dev": true,
-          "requires": {
-            "ansi-styles": "^3.2.0",
-            "string-width": "^3.0.0",
-            "strip-ansi": "^5.0.0"
-          }
-        },
-        "y18n": {
-          "version": "4.0.0",
-          "resolved": "https://registry.npmjs.org/y18n/-/y18n-4.0.0.tgz",
-          "integrity": "sha512-r9S/ZyXu/Xu9q1tYlpsLIsa3EeLXXk0VwlxqTcFRfg9EhMW+17kbt9G0NrgCmhGb5vT2hyhJZLfDGx+7+5Uj/w==",
-          "dev": true
-        },
-        "yargs": {
-          "version": "13.3.2",
-          "resolved": "https://registry.npmjs.org/yargs/-/yargs-13.3.2.tgz",
-          "integrity": "sha512-AX3Zw5iPruN5ie6xGRIDgqkT+ZhnRlZMLMHAs8tg7nRruy2Nb+i5o9bwghAogtM08q1dpr2LVoS8KSTMYpWXUw==",
-          "dev": true,
-          "requires": {
-            "cliui": "^5.0.0",
-            "find-up": "^3.0.0",
-            "get-caller-file": "^2.0.1",
-            "require-directory": "^2.1.1",
-            "require-main-filename": "^2.0.0",
-            "set-blocking": "^2.0.0",
-            "string-width": "^3.0.0",
-            "which-module": "^2.0.0",
-            "y18n": "^4.0.0",
-            "yargs-parser": "^13.1.2"
-          }
-        },
-        "yargs-parser": {
-          "version": "13.1.2",
-          "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-13.1.2.tgz",
-          "integrity": "sha512-3lbsNRf/j+A4QuSZfDRA7HRSfWrzO0YjqTJd5kjAq37Zep1CEgaYmrH9Q3GwPiB9cHyd1Y1UwggGhJGoxipbzg==",
-          "dev": true,
-          "requires": {
-            "camelcase": "^5.0.0",
-            "decamelize": "^1.2.0"
-          }
         }
       }
     },
+    "webpack-merge": {
+      "version": "4.2.2",
+      "resolved": "https://registry.npmjs.org/webpack-merge/-/webpack-merge-4.2.2.tgz",
+      "integrity": "sha512-TUE1UGoTX2Cd42j3krGYqObZbOD+xF7u28WB7tfUordytSjbWTIjK/8V0amkBfTYN4/pB/GIDlJZZ657BGG19g==",
+      "dev": true,
+      "requires": {
+        "lodash": "^4.17.15"
+      }
+    },
     "webpack-sources": {
       "version": "1.4.3",
       "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-1.4.3.tgz",
@@ -8689,15 +7017,6 @@
       "integrity": "sha1-o9XabNXAvAAI03I0u68b7WMFkQc=",
       "dev": true
     },
-    "worker-farm": {
-      "version": "1.7.0",
-      "resolved": "https://registry.npmjs.org/worker-farm/-/worker-farm-1.7.0.tgz",
-      "integrity": "sha512-rvw3QTZc8lAxyVrqcSGVm5yP/IJ2UcB3U0graE3LCFoZ0Yn2x4EoVSqJKdB/T5M+FLcRPjz4TDacRf3OCfNUzw==",
-      "dev": true,
-      "requires": {
-        "errno": "~0.1.7"
-      }
-    },
     "wrap-ansi": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-2.1.0.tgz",
@@ -8713,6 +7032,12 @@
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
       "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8="
     },
+    "ws": {
+      "version": "7.4.2",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-7.4.2.tgz",
+      "integrity": "sha512-T4tewALS3+qsrpGI/8dqNMLIVdq/g/85U98HPMa6F0m6xTbvhXU6RCQLqPH3+SlomNV/LdY6RXEbBpMH6EOJnA==",
+      "dev": true
+    },
     "xtend": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
@@ -8770,6 +7095,29 @@
         "buffer-crc32": "~0.2.3",
         "fd-slicer": "~1.1.0"
       }
+    },
+    "yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true
+    },
+    "zrender": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/zrender/-/zrender-5.0.1.tgz",
+      "integrity": "sha512-i8FNCKAKfF0EfZFJ6w2p30umBrCyy481/PePFQqPdtNgCl5Hp5z7/dovqb7soEoFkhNvhjJ/J4W9zFALeae6yA==",
+      "dev": true,
+      "requires": {
+        "tslib": "1.10.0"
+      },
+      "dependencies": {
+        "tslib": {
+          "version": "1.10.0",
+          "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.10.0.tgz",
+          "integrity": "sha512-qOebF53frne81cf0S9B41ByenJ3/IuH8yJKngAX35CmiZySA0khhkovshKK+jGCaMnVomla7gVlIcc3EvKPbTQ==",
+          "dev": true
+        }
+      }
     }
   }
 }
diff --git a/package.json b/package.json
index bd67a94..0b15f2e 100644
--- a/package.json
+++ b/package.json
@@ -4,45 +4,61 @@
   "private": true,
   "scripts": {
     "build": "npx webpack --config build/webpack.config.js --mode production",
-    "watch": "npx webpack --config build/webpack.config.js --mode development --devtool sourcemap --watch",
+    "watch": "npx webpack --config build/webpack.config.js --mode development --devtool source-map --watch",
     "localsite": "npm run build && node build/copyResource.js --env localsite",
     "release": "npm run build && node build/copyResource.js --env asf",
     "dev": "npx concurrently --kill-others \"npm:watch\" \"npm:server\"",
-    "build:example": "node tool/build-example.js",
+    "build:example": "node tool/build-example.js && node tool/build-example.js --source data-gl",
+    "test:e2e": "node e2e/main.js --bundler webpack -m",
+    "test:e2e:esbuild": "node e2e/main.js --bundler esbuild -m",
     "server": "node build/server.js"
   },
   "devDependencies": {
     "@babel/core": "^7.10.2",
     "@babel/preset-env": "^7.10.2",
+    "@typescript-eslint/typescript-estree": "^4.10.0",
     "argparse": "^1.0.9",
     "babel-loader": "^8.1.0",
     "chalk": "^3.0.0",
     "concurrently": "^5.3.0",
     "css-loader": "^3.5.3",
     "cwebp-bin": "^6.1.1",
+    "download-git-repo": "^3.0.2",
+    "echarts": "^5.0.0",
+    "echarts-stat": "^1.2.0",
+    "esbuild": "^0.8.34",
     "file-loader": "^4.3.0",
     "fs-extra": "^8.1.0",
     "globby": "^10.0.1",
     "gray-matter": "^4.0.2",
+    "html-loader": "^1.3.2",
     "marked": "^0.3.12",
-    "mini-css-extract-plugin": "^0.8.2",
+    "mini-css-extract-plugin": "^1.3.3",
     "node-static": "^0.7.11",
     "open": "^7.1.0",
+    "pixelmatch": "^5.2.1",
+    "pngjs": "^6.0.0",
+    "prettier": "^2.2.1",
     "sass.js": "^0.11.1",
     "sassjs-loader": "^2.0.0",
+    "seedrandom": "^3.0.5",
     "sharp": "^0.26.2",
-    "style-loader": "^1.2.1",
-    "vue-loader": "^15.9.2",
+    "shelljs": "^0.8.4",
+    "style-loader": "^2.0.0",
+    "typescript": "^4.1.3",
+    "vue-loader": "^15.9.6",
     "vue-template-compiler": "^2.6.11",
-    "webpack": "^4.43.0",
-    "webpack-cli": "^3.3.11",
+    "webpack": "^5.11.1",
+    "webpack-bundle-analyzer": "^4.3.0",
+    "webpack-cli": "^4.3.1",
     "yargs": "^6.6.0"
   },
   "dependencies": {
+    "@lang/object-visualizer": "^3.1.1",
     "lodash": "^4.17.19",
     "resize-detector": "^0.2.2",
     "scroll-into-view": "^1.14.2",
-    "sucrase": "^3.15.0",
+    "sucrase": "^3.17.0",
     "vanilla-lazyload": "^12.5.1",
     "vue-i18n": "^8.18.2",
     "vue-scrollactive": "^0.9.3"
diff --git a/public/data-gl/bar3d-dataset.js b/public/data-gl/bar3d-dataset.js
index c975213..e37a4a3 100644
--- a/public/data-gl/bar3d-dataset.js
+++ b/public/data-gl/bar3d-dataset.js
@@ -2,7 +2,6 @@
 title: 3D Bar with Dataset
 category: bar3D
 titleCN: 使用 dataset 为三维柱状图设置数据
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 $.get(ROOT_PATH + '/data/asset/data/life-expectancy-table.json', function (data) {
diff --git a/public/data-gl/bar3d-music-visualization.js b/public/data-gl/bar3d-music-visualization.js
index 711c70c..17c1548 100644
--- a/public/data-gl/bar3d-music-visualization.js
+++ b/public/data-gl/bar3d-music-visualization.js
@@ -2,7 +2,6 @@
 title: Music Visualization
 category: bar3D
 titleCN: Music Visualization
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 var UPDATE_DURATION = 100;
diff --git a/public/data-gl/bar3d-myth.js b/public/data-gl/bar3d-myth.js
index 315930f..5b62671 100644
--- a/public/data-gl/bar3d-myth.js
+++ b/public/data-gl/bar3d-myth.js
@@ -81,6 +81,7 @@
             shading: 'lambert',
             barSize: 0.8,
             silent: true,
+            dimensions: ['x', 'y', 'z'],
             itemStyle: {
                 color: function (params) {
                     var i = params.dataIndex;
diff --git a/public/data-gl/bar3d-noise-modified-from-marpi-demo.js b/public/data-gl/bar3d-noise-modified-from-marpi-demo.js
index 3ba36d7..be0a4d5 100644
--- a/public/data-gl/bar3d-noise-modified-from-marpi-demo.js
+++ b/public/data-gl/bar3d-noise-modified-from-marpi-demo.js
@@ -15,7 +15,7 @@
 
 function initVisualizer() {
 
-    config = {
+    var config = {
         numWaves: 2,
         randomize: randomize,
         color1: '#000',
diff --git a/public/data-gl/bar3d-punch-card.js b/public/data-gl/bar3d-punch-card.js
index 0a30c91..c9b37af 100644
--- a/public/data-gl/bar3d-punch-card.js
+++ b/public/data-gl/bar3d-punch-card.js
@@ -2,7 +2,6 @@
 title: Bar3D - Punch Card
 category: bar3D
 titleCN: Bar3D - Punch Card
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
@@ -59,18 +58,14 @@
         shading: 'lambert',
 
         label: {
-            textStyle: {
-                fontSize: 16,
-                borderWidth: 1
-            }
+            fontSize: 16,
+            borderWidth: 1
         },
 
         emphasis: {
             label: {
-                textStyle: {
-                    fontSize: 20,
-                    color: '#900'
-                }
+                fontSize: 20,
+                color: '#900'
             },
             itemStyle: {
                 color: '#900'
diff --git a/public/data-gl/bar3d-voxelize-image.js b/public/data-gl/bar3d-voxelize-image.js
index 2517924..611425d 100644
--- a/public/data-gl/bar3d-voxelize-image.js
+++ b/public/data-gl/bar3d-voxelize-image.js
@@ -2,11 +2,10 @@
 title: Voxelize image
 category: bar3D
 titleCN: Voxelize image
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
-var canvas = document.createElement("canvas");
-var ctx = canvas.getContext("2d");
+var canvas = document.createElement('canvas');
+var ctx = canvas.getContext('2d');
 
 var imgData;
 var currentImg;
@@ -16,7 +15,7 @@
     scale: 0.3,
     roughness: 0,
     metalness: 1,
-    projection: "orthographic",
+    projection: 'orthographic',
     depthOfField: 4,
     lockY: false,
     move: true,
@@ -37,22 +36,22 @@
 
 option = {
     tooltip: {},
-    backgroundColor: "#000",
+    backgroundColor: '#000',
     xAxis3D: {
-        type: "value"
+        type: 'value'
     },
     yAxis3D: {
-        type: "value"
+        type: 'value'
     },
     zAxis3D: {
-        type: "value",
+        type: 'value',
         min: 0,
         max: 100
     },
     grid3D: {
         show: false,
         viewControl: {
-            projection: "perspective",
+            projection: 'perspective',
             alpha: 45,
             beta: -45,
             panSensitivity: config.move ? 1 : 0,
@@ -69,7 +68,7 @@
                 enable: true,
                 intensity: 1.5,
                 radius: 5,
-                quality: "high"
+                quality: 'high'
             },
             screenSpaceReflection: {
                 enable: true
@@ -83,7 +82,7 @@
         },
         boxDepth: 100,
         boxHeight: 20,
-        environment: "none",
+        environment: 'none',
         light: {
             main: {
                 shadow: true,
@@ -100,7 +99,7 @@
 };
 
 function updateData(pixelData, width, height) {
-    console.time("update");
+    console.time('update');
     var data = new Float32Array(pixelData.length / 4 * 3);
     var off = 0;
     for (var i = 0; i < pixelData.length / 4; i++) {
@@ -121,8 +120,8 @@
         },
         series: [{
             animation: false,
-            type: "bar3D",
-            shading: "realistic",
+            type: 'bar3D',
+            shading: 'realistic',
             realisticMaterial: {
                 roughness: config.roughness,
                 metalness: config.metalness
@@ -130,8 +129,9 @@
             barSize: config.barSize,
             bevelSize: config.barBevel,
             silent: true,
+            dimensions: ['x', 'y', 'z'],
             itemStyle: {
-                color: config.sameColor ? config.color : function(params) {
+                color: config.sameColor ? config.color : function (params) {
                     var i = params.dataIndex;
                     var r = pixelData[i * 4] / 255;
                     var g = pixelData[i * 4 + 1] / 255;
@@ -147,7 +147,7 @@
         }]
     });
 
-    console.timeEnd("update");
+    console.timeEnd('update');
 }
 
 function loadImage(img) {
diff --git a/public/data-gl/global-population-bar3d-on-globe.js b/public/data-gl/global-population-bar3d-on-globe.js
index 4ffb812..305a94f 100644
--- a/public/data-gl/global-population-bar3d-on-globe.js
+++ b/public/data-gl/global-population-bar3d-on-globe.js
@@ -2,7 +2,6 @@
 title: Global Population - Bar3D on Globe
 category: bar3D
 titleCN: Global Population - Bar3D on Globe
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 $.getJSON(ROOT_PATH + "/data-gl/asset/data/population.json", function (data) {
diff --git a/public/data-gl/globe-atmosphere.js b/public/data-gl/globe-atmosphere.js
new file mode 100644
index 0000000..e3499f5
--- /dev/null
+++ b/public/data-gl/globe-atmosphere.js
@@ -0,0 +1,30 @@
+/*
+title: Globe with Atmosphere
+category: globe
+titleCN: 大气层显示
+*/
+
+option = {
+    backgroundColor: '#000',
+    globe: {
+        baseTexture: ROOT_PATH + '/data-gl/asset/earth.jpg',
+
+        shading: 'lambert',
+
+        environment: ROOT_PATH + '/data-gl/asset/starfield.jpg',
+
+        atmosphere: {
+            show: true
+        },
+
+        light: {
+            ambient: {
+                intensity: 0.1
+            },
+            main: {
+                intensity: 1.5
+            }
+        }
+    },
+    series: []
+};
\ No newline at end of file
diff --git a/public/data-gl/globe-country-carousel.js b/public/data-gl/globe-country-carousel.js
index 5e75922..1c94c78 100644
--- a/public/data-gl/globe-country-carousel.js
+++ b/public/data-gl/globe-country-carousel.js
@@ -22,17 +22,11 @@
         boundingCoords: [[-180, 90], [180, -90]],
         silent: true,
         itemStyle: {
-            normal: {
-                borderColor: '#000'
-            }
+            borderColor: '#000'
         },
         label: {
-            normal: {
-                textStyle: {
-                    color: '#fff',
-                    fontSize: 40
-                }
-            }
+            color: '#fff',
+            fontSize: 40
         }
     }
 });
diff --git a/public/data-gl/globe-displacement.js b/public/data-gl/globe-displacement.js
index bacb9e8..06b2125 100644
--- a/public/data-gl/globe-displacement.js
+++ b/public/data-gl/globe-displacement.js
@@ -2,7 +2,6 @@
 title: Globe Displacement
 category: globe
 titleCN: Globe Displacement
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 option = {
diff --git a/public/data-gl/globe-layers.js b/public/data-gl/globe-layers.js
index 4850ee6..6ec140d 100644
--- a/public/data-gl/globe-layers.js
+++ b/public/data-gl/globe-layers.js
@@ -2,7 +2,6 @@
 title: Globe Layers
 category: globe
 titleCN: Globe Layers
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 option = {
diff --git a/public/data-gl/globe-moon.js b/public/data-gl/globe-moon.js
index b1ac8c9..5fa9158 100644
--- a/public/data-gl/globe-moon.js
+++ b/public/data-gl/globe-moon.js
@@ -2,7 +2,6 @@
 title: Moon
 category: globe
 titleCN: Moon
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 option = {
diff --git a/public/data-gl/graphgl-gpu-layout.js b/public/data-gl/graphgl-gpu-layout.js
index 94c4e29..fdb5390 100644
--- a/public/data-gl/graphgl-gpu-layout.js
+++ b/public/data-gl/graphgl-gpu-layout.js
@@ -3,7 +3,8 @@
 category: graphGL
 theme: dark
 titleCN: GraphGL GPU Layout
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
+shotDelay: 5000
+shotWidth: 1280
 */
 
 
diff --git a/public/data-gl/graphgl-large-internet.js b/public/data-gl/graphgl-large-internet.js
index e307630..b880d51 100644
--- a/public/data-gl/graphgl-large-internet.js
+++ b/public/data-gl/graphgl-large-internet.js
@@ -3,7 +3,8 @@
 category: graphGL
 theme: dark
 titleCN: GraphGL - Large Internet
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
+shotDelay: 10000
+shotWidth: 1920
 */
 
 
diff --git a/public/data-gl/graphgl-npm-dep.js b/public/data-gl/graphgl-npm-dep.js
index 5b8ac35..a9c32ce 100644
--- a/public/data-gl/graphgl-npm-dep.js
+++ b/public/data-gl/graphgl-npm-dep.js
@@ -3,92 +3,102 @@
 category: graphGL
 theme: dark
 titleCN: 1w 节点 2w7 边的NPM 依赖图
+shotDelay: 5000
+shotWidth: 1920
 */
 
-$.when(
-    $.getJSON(ROOT_PATH + "/data-gl/asset/data/npmdep.json"),
-    $.getScript(ROOT_PATH + "/vendors/echarts/extension/graph-modularity.js")
-).done(function (res) {
-    var data = res[0];
-    var nodes = data.nodes.map(function (nodeName, idx) {
-        return {
-            name: nodeName,
-            value: data.dependentsCount[idx]
-        }
-    });
-    var edges = [];
-    for (var i = 0; i < data.edges.length;) {
-        var s = data.edges[i++];
-        var t = data.edges[i++];
-        edges.push({
-            source: s,
-            target: t
-        });
-    }
+function loadScript(scriptUrl, cb) {
+    var scriptTag = document.createElement('script');
+    scriptTag.onload = cb;
+    scriptTag.src = scriptUrl;
+    document.body.appendChild(scriptTag);
+}
 
-    nodes.forEach(function (node) {
-        // if (node.value > 100) {
-            node.emphasis = {
-                label: {
+loadScript('https://cdn.jsdelivr.net/npm/echarts-graph-modularity@2.0.0/dist/echarts-graph-modularity.min.js', function () {
+    // Reinit chart again
+    // TODO: visual encoding registerion must been done before echarts.init.
+    var dom = myChart.getDom();
+    myChart.dispose();
+    myChart = echarts.init(dom);
+    $.getJSON(ROOT_PATH + '/data-gl/asset/data/npmdep.json', function (data) {
+        var nodes = data.nodes.map(function (nodeName, idx) {
+            return {
+                name: nodeName,
+                value: data.dependentsCount[idx]
+            }
+        });
+        var edges = [];
+        for (var i = 0; i < data.edges.length;) {
+            var s = data.edges[i++];
+            var t = data.edges[i++];
+            edges.push({
+                source: s,
+                target: t
+            });
+        }
+
+        nodes.forEach(function (node) {
+            // if (node.value > 100) {
+                node.emphasis = {
+                    label: {
+                        show: true
+                    }
+                }
+            // }
+            if (node.value > 5000) {
+                node.label = {
                     show: true
                 }
             }
-        // }
-        if (node.value > 5000) {
-            node.label = {
-                show: true
-            }
-        }
-    });
+        });
 
-    myChart.setOption({
-        backgroundColor: '#000',
-        series: [{
-            color: ["rgb(203,239,15)", "rgb(73,15,239)","rgb(15,217,239)","rgb(30,15,239)","rgb(15,174,239)","rgb(116,239,15)","rgb(239,15,58)","rgb(15,239,174)","rgb(239,102,15)","rgb(239,15,15)","rgb(15,44,239)","rgb(239,145,15)","rgb(30,239,15)","rgb(239,188,15)","rgb(159,239,15)","rgb(159,15,239)","rgb(15,239,44)","rgb(15,239,87)","rgb(15,239,217)","rgb(203,15,239)","rgb(239,15,188)","rgb(239,15,102)","rgb(239,58,15)","rgb(239,15,145)","rgb(116,15,239)","rgb(15,131,239)","rgb(73,239,15)","rgb(15,239,131)","rgb(15,87,239)","rgb(239,15,231)"],
-            type: 'graphGL',
-            nodes: nodes,
-            edges: edges,
-            modularity: {
-                resolution: 2,
-                sort: true
-            },
-            lineStyle: {
-                color: 'rgba(255,255,255,1)',
-                opacity: 0.05
-            },
-            itemStyle: {
-                opacity: 1,
-                // borderColor: '#fff',
-                // borderWidth: 1
-            },
-            focusNodeAdjacency: false,
-            focusNodeAdjacencyOn: 'click',
-            symbolSize: function (value) {
-                return Math.sqrt(value / 10);
-            },
-            label: {
-                textStyle: {
-                    color: '#fff'
-                }
-            },
-            emphasis: {
-                label: {
-                    show: false
+        myChart.setOption({
+            backgroundColor: '#000',
+            series: [{
+                color: ['rgb(203,239,15)', 'rgb(73,15,239)','rgb(15,217,239)','rgb(30,15,239)','rgb(15,174,239)','rgb(116,239,15)','rgb(239,15,58)','rgb(15,239,174)','rgb(239,102,15)','rgb(239,15,15)','rgb(15,44,239)','rgb(239,145,15)','rgb(30,239,15)','rgb(239,188,15)','rgb(159,239,15)','rgb(159,15,239)','rgb(15,239,44)','rgb(15,239,87)','rgb(15,239,217)','rgb(203,15,239)','rgb(239,15,188)','rgb(239,15,102)','rgb(239,58,15)','rgb(239,15,145)','rgb(116,15,239)','rgb(15,131,239)','rgb(73,239,15)','rgb(15,239,131)','rgb(15,87,239)','rgb(239,15,231)'],
+                type: 'graphGL',
+                nodes: nodes,
+                edges: edges,
+                modularity: {
+                    resolution: 2,
+                    sort: true
                 },
                 lineStyle: {
-                    opacity: 0.5,
-                    width: 4
+                    color: 'rgba(255,255,255,1)',
+                    opacity: 0.05
+                },
+                itemStyle: {
+                    opacity: 1
+                    // borderColor: '#fff',
+                    // borderWidth: 1
+                },
+                focusNodeAdjacency: false,
+                focusNodeAdjacencyOn: 'click',
+                symbolSize: function (value) {
+                    return Math.sqrt(value / 10);
+                },
+                label: {
+                    color: '#fff'
+                },
+                emphasis: {
+                    label: {
+                        show: false
+                    },
+                    lineStyle: {
+                        opacity: 0.5,
+                        width: 4
+                    }
+                },
+                forceAtlas2: {
+                    steps: 5,
+                    stopThreshold: 20,
+                    jitterTolerence: 10,
+                    edgeWeight: [0.2, 1],
+                    gravity: 5,
+                    edgeWeightInfluence: 0
+                    // preventOverlap: true
                 }
-            },
-            forceAtlas2: {
-                steps: 5,
-                stopThreshold: 20,
-                jitterTolerence: 10,
-                edgeWeight: [0.2, 1],
-                gravity: 5,
-                edgeWeightInfluence: 0,
-                // preventOverlap: true
-            }
-        }]
+            }]
+        });
     });
 });
diff --git a/public/data-gl/image-surface-sushuang.js b/public/data-gl/image-surface-sushuang.js
index 2af81d9..4faf6ad 100644
--- a/public/data-gl/image-surface-sushuang.js
+++ b/public/data-gl/image-surface-sushuang.js
@@ -2,7 +2,6 @@
 title: Image Surface Sushuang
 category: surface
 titleCN: Image Surface Sushuang
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 var img = new Image();
diff --git a/public/data-gl/image-to-bar3d.js b/public/data-gl/image-to-bar3d.js
index 86e38f7..8db304e 100644
--- a/public/data-gl/image-to-bar3d.js
+++ b/public/data-gl/image-to-bar3d.js
@@ -2,7 +2,6 @@
 title: Image to Bar3D
 category: bar3D
 titleCN: Image to Bar3D
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 var img = new Image();
@@ -43,8 +42,8 @@
         },
         grid3D: {
             viewControl: {
-                alpha: 70,
-                beta: 0
+                alpha: 20,
+                beta: -30
             },
             postEffect: {
                 enable: true,
diff --git a/public/data-gl/iron-globe.js b/public/data-gl/iron-globe.js
index c6bcf84..9764e57 100644
--- a/public/data-gl/iron-globe.js
+++ b/public/data-gl/iron-globe.js
@@ -2,7 +2,6 @@
 title: Iron globe
 category: globe
 titleCN: Iron globe
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/line3d-orthographic.js b/public/data-gl/line3d-orthographic.js
index d14ba0b..b70b68b 100644
--- a/public/data-gl/line3d-orthographic.js
+++ b/public/data-gl/line3d-orthographic.js
@@ -2,7 +2,6 @@
 title: 三维折线图正交投影
 category: line3D
 titleCN: 三维折线图正交投影
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 var data = [];
diff --git a/public/data-gl/lines3d-airline-on-globe.js b/public/data-gl/lines3d-airline-on-globe.js
index f4b923c..ef04a53 100644
--- a/public/data-gl/lines3d-airline-on-globe.js
+++ b/public/data-gl/lines3d-airline-on-globe.js
@@ -2,7 +2,6 @@
 title: Airline on Globe
 category: lines3D
 titleCN: Airline on Globe
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 $.getJSON(ROOT_PATH + '/data-gl/asset/data/flights.json', function(data) {
diff --git a/public/data-gl/lines3d-flights-gl.js b/public/data-gl/lines3d-flights-gl.js
index dbb8389..f9a419f 100644
--- a/public/data-gl/lines3d-flights-gl.js
+++ b/public/data-gl/lines3d-flights-gl.js
@@ -56,7 +56,7 @@
             },
 
             itemStyle: {
-                areaColor: '#000'
+                color: '#000'
             },
 
             regionHeight: 0.5
diff --git a/public/data-gl/lines3d-flights-on-geo3d.js b/public/data-gl/lines3d-flights-on-geo3d.js
index 560e1f8..c29cf30 100644
--- a/public/data-gl/lines3d-flights-on-geo3d.js
+++ b/public/data-gl/lines3d-flights-on-geo3d.js
@@ -40,7 +40,7 @@
             },
 
             itemStyle: {
-                areaColor: '#111'
+                color: '#111'
             },
 
             boxHeight: 0.5
diff --git a/public/data-gl/lines3d-flights.js b/public/data-gl/lines3d-flights.js
index 3afbbf2..e6eb33f 100644
--- a/public/data-gl/lines3d-flights.js
+++ b/public/data-gl/lines3d-flights.js
@@ -2,7 +2,6 @@
 title: Flights
 category: lines3D
 titleCN: Flights
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/map3d-buildings.js b/public/data-gl/map3d-buildings.js
index eb22ed8..54b74dd 100644
--- a/public/data-gl/map3d-buildings.js
+++ b/public/data-gl/map3d-buildings.js
@@ -2,7 +2,6 @@
 title: Buildings
 category: map3D
 titleCN: Buildings
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
@@ -94,9 +93,7 @@
             },
 
             label: {
-                textStyle: {
-                    color: 'white'
-                }
+                color: 'white'
             },
 
             silent: true,
diff --git a/public/data-gl/map3d-wood-city.js b/public/data-gl/map3d-wood-city.js
index 0b39249..6b89e7f 100644
--- a/public/data-gl/map3d-wood-city.js
+++ b/public/data-gl/map3d-wood-city.js
@@ -2,7 +2,6 @@
 title: Wood City
 category: map3D
 titleCN: Wood City
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
@@ -78,9 +77,7 @@
             },
 
             label: {
-                textStyle: {
-                    color: 'white'
-                }
+                color: 'white'
             },
 
             silent: true,
diff --git a/public/data-gl/metal-surface.js b/public/data-gl/metal-surface.js
index c163741..6ebcd9c 100644
--- a/public/data-gl/metal-surface.js
+++ b/public/data-gl/metal-surface.js
@@ -2,7 +2,6 @@
 title: Metal Surface
 category: surface
 titleCN: Metal Surface
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/parametric-surface-rose.js b/public/data-gl/parametric-surface-rose.js
index af775f5..8b71738 100644
--- a/public/data-gl/parametric-surface-rose.js
+++ b/public/data-gl/parametric-surface-rose.js
@@ -2,7 +2,6 @@
 title: Parametric Surface Rose
 category: surface
 titleCN: Parametric Surface Rose
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/scatter3D-dataset.js b/public/data-gl/scatter3D-dataset.js
index bda618c..d15364e 100644
--- a/public/data-gl/scatter3D-dataset.js
+++ b/public/data-gl/scatter3D-dataset.js
@@ -2,7 +2,6 @@
 title: 3D Scatter with Dataset
 category: scatter3D
 titleCN: 使用 dataset 为三维散点图设置数据
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 $.get(ROOT_PATH + '/data/asset/data/life-expectancy-table.json', function (data) {
diff --git a/public/data-gl/scatter3d-globe-population.js b/public/data-gl/scatter3d-globe-population.js
index 03b71b9..189d244 100644
--- a/public/data-gl/scatter3d-globe-population.js
+++ b/public/data-gl/scatter3d-globe-population.js
@@ -2,7 +2,6 @@
 title: Scatter3D - Globe Population
 category: scatter3D
 titleCN: Scatter3D - Globe Population
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/scatter3d-scatter.js b/public/data-gl/scatter3d-scatter.js
index b16be1c..b1ee000 100644
--- a/public/data-gl/scatter3d-scatter.js
+++ b/public/data-gl/scatter3d-scatter.js
@@ -2,7 +2,6 @@
 title: 3D Scatter with Scatter Matrix
 category: scatter3D
 titleCN: 三维散点图和散点矩阵结合使用
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 $.get(ROOT_PATH + '/data/asset/data/life-expectancy-table.json', function (data) {
diff --git a/public/data-gl/scatter3d.js b/public/data-gl/scatter3d.js
index e138cdc..a3235f8 100644
--- a/public/data-gl/scatter3d.js
+++ b/public/data-gl/scatter3d.js
@@ -3,7 +3,6 @@
 category: scatter3D
 theme: dark
 titleCN: Scatter3D
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/scatterGL-gps.js b/public/data-gl/scatterGL-gps.js
index fc7ddc7..18d8a19 100644
--- a/public/data-gl/scatterGL-gps.js
+++ b/public/data-gl/scatterGL-gps.js
@@ -41,7 +41,7 @@
     backgroundColor: '#000',
     title: {
         text: '10000000 GPS Points',
-            left: 'center',
+        left: 'center',
         textStyle: {
             color: '#fff'
         }
diff --git a/public/data-gl/simple-surface.js b/public/data-gl/simple-surface.js
index c262665..4b16ebd 100644
--- a/public/data-gl/simple-surface.js
+++ b/public/data-gl/simple-surface.js
@@ -2,7 +2,6 @@
 title: Simple Surface
 category: surface
 titleCN: Simple Surface
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 option = {
diff --git a/public/data-gl/sphere-parametric-surface.js b/public/data-gl/sphere-parametric-surface.js
index ab25a2b..507a4bf 100644
--- a/public/data-gl/sphere-parametric-surface.js
+++ b/public/data-gl/sphere-parametric-surface.js
@@ -2,7 +2,6 @@
 title: Sphere Parametric Surface
 category: surface
 titleCN: Sphere Parametric Surface
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 option = {
diff --git a/public/data-gl/surface-golden-rose.js b/public/data-gl/surface-golden-rose.js
index 7fcdec8..eb61325 100644
--- a/public/data-gl/surface-golden-rose.js
+++ b/public/data-gl/surface-golden-rose.js
@@ -2,7 +2,6 @@
 title: Golden Rose
 category: surface
 titleCN: Golden Rose
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/surface-leather.js b/public/data-gl/surface-leather.js
index 903f428..10b0a68 100644
--- a/public/data-gl/surface-leather.js
+++ b/public/data-gl/surface-leather.js
@@ -2,13 +2,13 @@
 title: 皮革材质
 category: surface
 titleCN: 皮革材质
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 var TILING = [4, 2];
 
 var heightImg = new Image();
 heightImg.onload = update;
+heightImg.crossOrigin = 'anonymous';
 heightImg.src = ROOT_PATH + '/data-gl/asset/leather/leather_height.jpg';
 
 function update() {
diff --git a/public/data-gl/surface-mollusc-shell.js b/public/data-gl/surface-mollusc-shell.js
index 18e4967..7745288 100644
--- a/public/data-gl/surface-mollusc-shell.js
+++ b/public/data-gl/surface-mollusc-shell.js
@@ -2,7 +2,6 @@
 title: Mollusc Shell
 category: surface
 titleCN: Mollusc Shell
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 option = {
diff --git a/public/data-gl/surface-theme-roses.js b/public/data-gl/surface-theme-roses.js
index c6e9d5f..376b7cf 100644
--- a/public/data-gl/surface-theme-roses.js
+++ b/public/data-gl/surface-theme-roses.js
@@ -2,7 +2,6 @@
 title: Theme Roses
 category: surface
 titleCN: Theme Roses
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
diff --git a/public/data-gl/surface-wave.js b/public/data-gl/surface-wave.js
index edf57a8..23c7b24 100644
--- a/public/data-gl/surface-wave.js
+++ b/public/data-gl/surface-wave.js
@@ -2,7 +2,6 @@
 title: Surface Wave
 category: surface
 titleCN: Surface Wave
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 option = {
diff --git a/public/data-gl/thumb-dark/animating-contour-on-globe.png b/public/data-gl/thumb-dark/animating-contour-on-globe.png
new file mode 100644
index 0000000..53f1326
--- /dev/null
+++ b/public/data-gl/thumb-dark/animating-contour-on-globe.png
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index 0000000..8e4037f
--- /dev/null
+++ b/public/data-gl/thumb-dark/animating-contour-on-globe.webp
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index 0000000..2ee32b2
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+++ b/public/data-gl/thumb-dark/bar3d-dataset.png
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+++ b/public/data-gl/thumb/surface-wave.webp
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diff --git a/public/data-gl/thumb/transparent-bar3d.jpg b/public/data-gl/thumb/transparent-bar3d.jpg
deleted file mode 100644
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--- a/public/data-gl/thumb/transparent-bar3d.jpg
+++ /dev/null
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diff --git a/public/data-gl/thumb/transparent-bar3d.png b/public/data-gl/thumb/transparent-bar3d.png
new file mode 100644
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--- /dev/null
+++ b/public/data-gl/thumb/transparent-bar3d.png
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diff --git a/public/data-gl/thumb/transparent-bar3d.webp b/public/data-gl/thumb/transparent-bar3d.webp
new file mode 100644
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--- /dev/null
+++ b/public/data-gl/thumb/transparent-bar3d.webp
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diff --git a/public/data-gl/transparent-bar3d.js b/public/data-gl/transparent-bar3d.js
index 888a181..c001eb5 100644
--- a/public/data-gl/transparent-bar3d.js
+++ b/public/data-gl/transparent-bar3d.js
@@ -2,7 +2,6 @@
 title: Transparent Bar3D
 category: bar3D
 titleCN: Transparent Bar3D
-scripts: 'http://echarts.baidu.com/resource/echarts-gl-latest/dist/echarts-gl.min.js'
 */
 
 
@@ -56,22 +55,18 @@
 
         label: {
             show: false,
-            textStyle: {
-                fontSize: 16,
-                borderWidth: 1
-            }
+            fontSize: 16,
+            borderWidth: 1
         },
-        
+
         itemStyle: {
             opacity: 0.4
         },
 
         emphasis: {
             label: {
-                textStyle: {
-                    fontSize: 20,
-                    color: '#900'
-                }
+                fontSize: 20,
+                color: '#900'
             },
             itemStyle: {
                 color: '#900'
diff --git a/public/data/archive/custom-combine-separate-morph.js b/public/data/archive/custom-combine-separate-morph.js
new file mode 100644
index 0000000..0e3a2f3
--- /dev/null
+++ b/public/data/archive/custom-combine-separate-morph.js
@@ -0,0 +1,508 @@
+/*
+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',
+    'path://M16 0c-8.837 0-16 7.163-16 16s7.163 16 16 16 16-7.163 16-16-7.163-16-16-16zM22 8c1.105 0 2 1.343 2 3s-0.895 3-2 3-2-1.343-2-3 0.895-3 2-3zM10 8c1.105 0 2 1.343 2 3s-0.895 3-2 3-2-1.343-2-3 0.895-3 2-3zM16 28c-5.215 0-9.544-4.371-10-9.947 2.93 1.691 6.377 2.658 10 2.658s7.070-0.963 10-2.654c-0.455 5.576-4.785 9.942-10 9.942z',
+    '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',
+    'path://M23.6 2c4.637 0 8.4 3.764 8.4 8.401 0 9.132-9.87 11.964-15.999 21.232-6.485-9.326-16.001-11.799-16.001-21.232 0-4.637 3.763-8.401 8.4-8.401 1.886 0 3.625 0.86 5.025 2.12l-2.425 3.88 7 4-4 10 11-12-7-4 1.934-2.901c1.107-0.68 2.35-1.099 3.665-1.099z',
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+    'path://M237.062,81.761L237.062,81.761c-12.144-14.24-25.701-20.1-40.68-19.072 c-10.843,0.747-20.938,5.154-30.257,13.127c-9.51-5.843-19.8-9.227-30.859-10.366c0.521-3.197,1.46-6.306,2.85-9.363 c3.458-7.038,8.907-12.741,16.331-17.296c-5.609-3.384-11.227-6.799-16.854-10.279c-16.257,8.104-25.06,20.601-26.463,38.417 c-7.599,1.705-14.685,4.486-21.247,8.437c-9.164-7.677-18.996-11.917-29.496-12.632c-14.819-0.998-28.467,4.787-40.938,18.827 C6.445,96.182,0,114.867,0,136.242c-0.007,6.371,0.674,12.646,2.053,18.738c4.593,22.785,15.398,41.367,32.558,55.344 c15.43,12.773,29.901,18.023,43.362,16.981c7.074-0.561,13.624-3.977,19.685-10.192c10.534,5.49,20.391,8.217,29.561,8.203 c9.856-0.012,20.236-2.953,31.125-8.898c6.227,6.692,12.966,10.346,20.211,10.933c13.795,1.073,28.614-4.111,44.377-16.84 c17.49-14.104,28.043-32.79,31.796-55.485c0.836-5.624,1.272-11.292,1.272-16.966C255.998,115.814,249.707,96.601,237.062,81.761z  M54.795,97.7l40.661,14.496c-4.402,8.811-10.766,13.219-19.06,13.219c-2.542,0-4.917-0.419-7.122-1.274 C58.103,118.38,53.263,109.572,54.795,97.7z M150.613,185.396l-9.156-8.389l-7.619,12.951c-3.391,0.341-6.615,0.514-9.665,0.514 c-4.401,0-8.635-0.263-12.708-0.777l-8.634-14.973l-9.151,9.909c-4.91-2.717-9.15-5.856-12.708-9.413 c-8.81-8.295-13.384-17.959-13.727-28.97c2.877,1.692,7.427,3.461,13.675,5.308l10.636,13.629l9.44-9.852 c4.734,0.702,9.234,1.12,13.466,1.275l10.689,11.498l9.671-11.949c3.559-0.173,7.285-0.515,11.182-1.01l9.924,10.159l10.933-14.227 c5.931-1.351,11.196-2.798,15.771-4.323C179.747,163.538,169.068,176.414,150.613,185.396z M175.258,124.907 c-2.209,0.849-4.66,1.273-7.369,1.273c-8.134,0-14.489-4.415-19.052-13.224l40.905-14.477 C191.105,110.331,186.273,119.141,175.258,124.907z'
+];
+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');
+
+}
+
diff --git a/public/data/asset/js/myTransform.js b/public/data/asset/js/myTransform.js
deleted file mode 100644
index a2f97b5..0000000
--- a/public/data/asset/js/myTransform.js
+++ /dev/null
@@ -1,476 +0,0 @@
-(function (global, factory) {
-  typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports) : typeof define === 'function' && define.amd ? define(['exports'], factory) : (global = global || self, factory(global.myTransform = {}));
-})(this, function (exports) {
-  'use strict';
-
-  var transform = {
-    type: 'myTransform:id',
-    transform: function (params) {
-      var upstream = params.upstream;
-      var config = params.config;
-      var dimensionIndex = config.dimensionIndex;
-      var dimensionName = config.dimensionName;
-      var dimsDef = upstream.cloneAllDimensionInfo();
-      dimsDef[dimensionIndex] = dimensionName;
-      var data = upstream.cloneRawData();
-
-      for (var i = 0, len = data.length; i < len; i++) {
-        var line = data[i];
-        line[dimensionIndex] = i;
-      }
-
-      return {
-        dimensions: dimsDef,
-        data: data
-      };
-    }
-  };
-  var arrayProto = Array.prototype;
-  var nativeForEach = arrayProto.forEach;
-  var nativeSlice = arrayProto.slice;
-  var nativeMap = arrayProto.map;
-
-  var ctorFunction = function () {}.constructor;
-
-  var protoFunction = ctorFunction ? ctorFunction.prototype : null;
-
-  function each(arr, cb, context) {
-    if (!(arr && cb)) {
-      return;
-    }
-
-    if (arr.forEach && arr.forEach === nativeForEach) {
-      arr.forEach(cb, context);
-    } else if (arr.length === +arr.length) {
-      for (var i = 0, len = arr.length; i < len; i++) {
-        cb.call(context, arr[i], i, arr);
-      }
-    } else {
-      for (var key in arr) {
-        if (arr.hasOwnProperty(key)) {
-          cb.call(context, arr[key], key, arr);
-        }
-      }
-    }
-  }
-
-  function map(arr, cb, context) {
-    if (!arr) {
-      return [];
-    }
-
-    if (!cb) {
-      return slice(arr);
-    }
-
-    if (arr.map && arr.map === nativeMap) {
-      return arr.map(cb, context);
-    } else {
-      var result = [];
-
-      for (var i = 0, len = arr.length; i < len; i++) {
-        result.push(cb.call(context, arr[i], i, arr));
-      }
-
-      return result;
-    }
-  }
-
-  function bindPolyfill(func, context) {
-    var args = [];
-
-    for (var _i = 2; _i < arguments.length; _i++) {
-      args[_i - 2] = arguments[_i];
-    }
-
-    return function () {
-      return func.apply(context, args.concat(nativeSlice.call(arguments)));
-    };
-  }
-
-  var bind = protoFunction && isFunction(protoFunction.bind) ? protoFunction.call.bind(protoFunction.bind) : bindPolyfill;
-
-  function isFunction(value) {
-    return typeof value === 'function';
-  }
-
-  function slice(arr) {
-    var args = [];
-
-    for (var _i = 1; _i < arguments.length; _i++) {
-      args[_i - 1] = arguments[_i];
-    }
-
-    return nativeSlice.apply(arr, args);
-  }
-
-  function assert(condition, message) {
-    if (!condition) {
-      throw new Error(message);
-    }
-  }
-
-  function hasOwn(own, prop) {
-    return own.hasOwnProperty(prop);
-  }
-
-  function quantile(ascArr, p) {
-    var H = (ascArr.length - 1) * p + 1;
-    var h = Math.floor(H);
-    var v = +ascArr[h - 1];
-    var e = H - h;
-    return e ? v + e * (ascArr[h] - v) : v;
-  }
-
-  var METHOD_INTERNAL = {
-    'SUM': true,
-    'COUNT': true,
-    'FIRST': true,
-    'AVERAGE': true,
-    'Q1': true,
-    'Q2': true,
-    'Q3': true,
-    'MIN': true,
-    'MAX': true
-  };
-  var METHOD_NEEDS_COLLECT = {
-    AVERAGE: ['COUNT']
-  };
-  var METHOD_NEEDS_GATHER_VALUES = {
-    Q1: true,
-    Q2: true,
-    Q3: true
-  };
-  var METHOD_ALIAS = {
-    MEDIAN: 'Q2'
-  };
-
-  var ResultDimInfoInternal = function () {
-    function ResultDimInfoInternal(index, indexInUpstream, method, name, needGatherValues) {
-      this.collectionInfoList = [];
-      this.gatheredValuesByGroup = {};
-      this.gatheredValuesNoGroup = [];
-      this.needGatherValues = false;
-      this._collectionInfoMap = {};
-      this.method = method;
-      this.name = name;
-      this.index = index;
-      this.indexInUpstream = indexInUpstream;
-      this.needGatherValues = needGatherValues;
-    }
-
-    ResultDimInfoInternal.prototype.addCollectionInfo = function (item) {
-      this._collectionInfoMap[item.method] = this.collectionInfoList.length;
-      this.collectionInfoList.push(item);
-    };
-
-    ResultDimInfoInternal.prototype.getCollectionInfo = function (method) {
-      return this.collectionInfoList[this._collectionInfoMap[method]];
-    };
-
-    ResultDimInfoInternal.prototype.gatherValue = function (groupByDimInfo, groupVal, value) {
-      value = +value;
-
-      if (groupByDimInfo) {
-        if (groupVal != null) {
-          var groupValStr = groupVal + '';
-          var values = this.gatheredValuesByGroup[groupValStr] || (this.gatheredValuesByGroup[groupValStr] = []);
-          values.push(value);
-        }
-      } else {
-        this.gatheredValuesNoGroup.push(value);
-      }
-    };
-
-    return ResultDimInfoInternal;
-  }();
-
-  var transform$1 = {
-    type: 'myTransform:aggregate',
-    transform: function (params) {
-      var upstream = params.upstream;
-      var config = params.config;
-      var groupByDimInfo = prepareGroupByDimInfo(config, upstream);
-
-      var _a = prepareDimensions(config, upstream, groupByDimInfo),
-          finalResultDimInfoList = _a.finalResultDimInfoList,
-          collectionDimInfoList = _a.collectionDimInfoList;
-
-      var collectionResult;
-
-      if (collectionDimInfoList.length) {
-        collectionResult = travel(groupByDimInfo, upstream, collectionDimInfoList, createCollectionResultLine, updateCollectionResultLine);
-      }
-
-      each(collectionDimInfoList, function (dimInfo) {
-        dimInfo.__collectionResult = collectionResult;
-        asc(dimInfo.gatheredValuesNoGroup);
-        each(dimInfo.gatheredValuesByGroup, function (values) {
-          asc(values);
-        });
-      });
-      var finalResult = travel(groupByDimInfo, upstream, finalResultDimInfoList, createFinalResultLine, updateFinalResultLine);
-      return {
-        dimensions: map(finalResultDimInfoList, function (item) {
-          return item.name;
-        }),
-        data: finalResult.outList
-      };
-    }
-  };
-
-  function prepareDimensions(config, upstream, groupByDimInfo) {
-    var resultDimensionsConfig = config.resultDimensions;
-    var finalResultDimInfoList = [];
-    var collectionDimInfoList = [];
-    var gIndexInLine = 0;
-
-    for (var i = 0; i < resultDimensionsConfig.length; i++) {
-      var resultDimInfoConfig = resultDimensionsConfig[i];
-      var dimInfoInUpstream = upstream.getDimensionInfo(resultDimInfoConfig.from);
-      assert(dimInfoInUpstream, 'Can not find dimension by `from`: ' + resultDimInfoConfig.from);
-      var rawMethod = resultDimInfoConfig.method;
-      assert(groupByDimInfo.index !== dimInfoInUpstream.index || rawMethod == null, "Dimension " + dimInfoInUpstream.name + " is the \"groupBy\" dimension, must not have any \"method\".");
-      var method = normalizeMethod(rawMethod);
-      assert(method, 'method is required');
-      var name_1 = resultDimInfoConfig.name != null ? resultDimInfoConfig.name : dimInfoInUpstream.name;
-      var finalResultDimInfo = new ResultDimInfoInternal(finalResultDimInfoList.length, dimInfoInUpstream.index, method, name_1, hasOwn(METHOD_NEEDS_GATHER_VALUES, method));
-      finalResultDimInfoList.push(finalResultDimInfo);
-      var needCollect = false;
-
-      if (hasOwn(METHOD_NEEDS_COLLECT, method)) {
-        needCollect = true;
-        var collectionTargetMethods = METHOD_NEEDS_COLLECT[method];
-
-        for (var j = 0; j < collectionTargetMethods.length; j++) {
-          finalResultDimInfo.addCollectionInfo({
-            method: collectionTargetMethods[j],
-            indexInLine: gIndexInLine++
-          });
-        }
-      }
-
-      if (hasOwn(METHOD_NEEDS_GATHER_VALUES, method)) {
-        needCollect = true;
-      }
-
-      if (needCollect) {
-        collectionDimInfoList.push(finalResultDimInfo);
-      }
-    }
-
-    return {
-      collectionDimInfoList: collectionDimInfoList,
-      finalResultDimInfoList: finalResultDimInfoList
-    };
-  }
-
-  function prepareGroupByDimInfo(config, upstream) {
-    var groupByConfig = config.groupBy;
-    var groupByDimInfo;
-
-    if (groupByConfig != null) {
-      groupByDimInfo = upstream.getDimensionInfo(groupByConfig);
-      assert(groupByDimInfo, 'Can not find dimension by `groupBy`: ' + groupByConfig);
-    }
-
-    return groupByDimInfo;
-  }
-
-  function travel(groupByDimInfo, upstream, resultDimInfoList, doCreate, doUpdate) {
-    var outList = [];
-    var mapByGroup;
-
-    if (groupByDimInfo) {
-      mapByGroup = {};
-
-      for (var dataIndex = 0, len = upstream.count(); dataIndex < len; dataIndex++) {
-        var groupByVal = upstream.retrieveValue(dataIndex, groupByDimInfo.index);
-
-        if (groupByVal == null) {
-          continue;
-        }
-
-        var groupByValStr = groupByVal + '';
-
-        if (!hasOwn(mapByGroup, groupByValStr)) {
-          var newLine = doCreate(upstream, dataIndex, resultDimInfoList, groupByDimInfo, groupByVal);
-          outList.push(newLine);
-          mapByGroup[groupByValStr] = newLine;
-        } else {
-          var targetLine = mapByGroup[groupByValStr];
-          doUpdate(upstream, dataIndex, targetLine, resultDimInfoList, groupByDimInfo, groupByVal);
-        }
-      }
-    } else {
-      var targetLine = doCreate(upstream, 0, resultDimInfoList);
-      outList.push(targetLine);
-
-      for (var dataIndex = 1, len = upstream.count(); dataIndex < len; dataIndex++) {
-        doUpdate(upstream, dataIndex, targetLine, resultDimInfoList);
-      }
-    }
-
-    return {
-      mapByGroup: mapByGroup,
-      outList: outList
-    };
-  }
-
-  function normalizeMethod(method) {
-    if (method == null) {
-      return 'FIRST';
-    }
-
-    var methodInternal = method.toUpperCase();
-    methodInternal = hasOwn(METHOD_ALIAS, methodInternal) ? METHOD_ALIAS[methodInternal] : methodInternal;
-    assert(hasOwn(METHOD_INTERNAL, methodInternal), "Illegal method " + method + ".");
-    return methodInternal;
-  }
-
-  var createCollectionResultLine = function (upstream, dataIndex, collectionDimInfoList, groupByDimInfo, groupByVal) {
-    var newLine = [];
-
-    for (var i = 0; i < collectionDimInfoList.length; i++) {
-      var dimInfo = collectionDimInfoList[i];
-      var collectionInfoList = dimInfo.collectionInfoList;
-
-      for (var j = 0; j < collectionInfoList.length; j++) {
-        var collectionInfo = collectionInfoList[j];
-        newLine[collectionInfo.indexInLine] = +lineCreator[collectionInfo.method](upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal);
-      }
-
-      if (dimInfo.needGatherValues) {
-        var val = upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream);
-        dimInfo.gatherValue(groupByDimInfo, groupByVal, val);
-      }
-    }
-
-    return newLine;
-  };
-
-  var updateCollectionResultLine = function (upstream, dataIndex, targetLine, collectionDimInfoList, groupByDimInfo, groupByVal) {
-    for (var i = 0; i < collectionDimInfoList.length; i++) {
-      var dimInfo = collectionDimInfoList[i];
-      var collectionInfoList = dimInfo.collectionInfoList;
-
-      for (var j = 0; j < collectionInfoList.length; j++) {
-        var collectionInfo = collectionInfoList[j];
-        var indexInLine = collectionInfo.indexInLine;
-        targetLine[indexInLine] = +lineUpdater[collectionInfo.method](targetLine[indexInLine], upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal);
-      }
-
-      if (dimInfo.needGatherValues) {
-        var val = upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream);
-        dimInfo.gatherValue(groupByDimInfo, groupByVal, val);
-      }
-    }
-  };
-
-  var createFinalResultLine = function (upstream, dataIndex, finalResultDimInfoList, groupByDimInfo, groupByVal) {
-    var newLine = [];
-
-    for (var i = 0; i < finalResultDimInfoList.length; i++) {
-      var dimInfo = finalResultDimInfoList[i];
-      var method = dimInfo.method;
-      newLine[i] = isGroupByDimension(groupByDimInfo, dimInfo) ? groupByVal : lineCreator[method](upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal);
-    }
-
-    return newLine;
-  };
-
-  var updateFinalResultLine = function (upstream, dataIndex, targetLine, finalResultDimInfoList, groupByDimInfo, groupByVal) {
-    for (var i = 0; i < finalResultDimInfoList.length; i++) {
-      var dimInfo = finalResultDimInfoList[i];
-
-      if (isGroupByDimension(groupByDimInfo, dimInfo)) {
-        continue;
-      }
-
-      var method = dimInfo.method;
-      targetLine[i] = lineUpdater[method](targetLine[i], upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal);
-    }
-  };
-
-  function isGroupByDimension(groupByDimInfo, targetDimInfo) {
-    return groupByDimInfo && targetDimInfo.indexInUpstream === groupByDimInfo.index;
-  }
-
-  function asc(list) {
-    list.sort(function (a, b) {
-      return a - b;
-    });
-  }
-
-  var lineCreator = {
-    'SUM': function () {
-      return 0;
-    },
-    'COUNT': function () {
-      return 1;
-    },
-    'FIRST': function (upstream, dataIndex, dimInfo) {
-      return upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream);
-    },
-    'MIN': function (upstream, dataIndex, dimInfo) {
-      return upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream);
-    },
-    'MAX': function (upstream, dataIndex, dimInfo) {
-      return upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream);
-    },
-    'AVERAGE': function (upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal) {
-      var collectLine = groupByDimInfo ? dimInfo.__collectionResult.mapByGroup[groupByVal + ''] : dimInfo.__collectionResult.outList[0];
-      return upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream) / collectLine[dimInfo.getCollectionInfo('COUNT').indexInLine];
-    },
-    'Q1': function (upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal) {
-      return lineCreatorForQ(0.25, dimInfo, groupByDimInfo, groupByVal);
-    },
-    'Q2': function (upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal) {
-      return lineCreatorForQ(0.5, dimInfo, groupByDimInfo, groupByVal);
-    },
-    'Q3': function (upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal) {
-      return lineCreatorForQ(0.75, dimInfo, groupByDimInfo, groupByVal);
-    }
-  };
-  var lineUpdater = {
-    'SUM': function (val, upstream, dataIndex, dimInfo) {
-      return val + upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream);
-    },
-    'COUNT': function (val) {
-      return val + 1;
-    },
-    'FIRST': function (val) {
-      return val;
-    },
-    'MIN': function (val, upstream, dataIndex, dimInfo) {
-      return Math.min(val, upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream));
-    },
-    'MAX': function (val, upstream, dataIndex, dimInfo) {
-      return Math.max(val, upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream));
-    },
-    'AVERAGE': function (val, upstream, dataIndex, dimInfo, groupByDimInfo, groupByVal) {
-      var collectLine = groupByDimInfo ? dimInfo.__collectionResult.mapByGroup[groupByVal + ''] : dimInfo.__collectionResult.outList[0];
-      return val + upstream.retrieveValue(dataIndex, dimInfo.indexInUpstream) / collectLine[dimInfo.getCollectionInfo('COUNT').indexInLine];
-    },
-    'Q1': function (val, upstream, dataIndex, dimInfo) {
-      return val;
-    },
-    'Q2': function (val, upstream, dataIndex, dimInfo) {
-      return val;
-    },
-    'Q3': function (val, upstream, dataIndex, dimInfo) {
-      return val;
-    }
-  };
-
-  function lineCreatorForQ(percent, dimInfo, groupByDimInfo, groupByVal) {
-    var gatheredValues = groupByDimInfo ? dimInfo.gatheredValuesByGroup[groupByVal + ''] : dimInfo.gatheredValuesNoGroup;
-    return quantile(gatheredValues, percent);
-  }
-
-  exports.aggregate = transform$1;
-  exports.id = transform;
-  Object.defineProperty(exports, '__esModule', {
-    value: true
-  });
-});
\ No newline at end of file
diff --git a/public/data/asset/js/transitionPlayer.js b/public/data/asset/js/transitionPlayer.js
deleted file mode 100644
index 6355e99..0000000
--- a/public/data/asset/js/transitionPlayer.js
+++ /dev/null
@@ -1,256 +0,0 @@
-/*
-* Licensed to the Apache Software Foundation (ASF) under one
-* or more contributor license agreements.  See the NOTICE file
-* distributed with this work for additional information
-* regarding copyright ownership.  The ASF licenses this file
-* to you under the Apache License, Version 2.0 (the
-* "License"); you may not use this file except in compliance
-* with the License.  You may obtain a copy of the License at
-*
-*   http://www.apache.org/licenses/LICENSE-2.0
-*
-* Unless required by applicable law or agreed to in writing,
-* software distributed under the License is distributed on an
-* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-* KIND, either express or implied.  See the License for the
-* specific language governing permissions and limitations
-* under the License.
-*/
-
-(function (exports) {
-
-    var transitionPlayer = {};
-
-    /**
-     * @usage
-     * ```js
-     * // Initialize with an array of echarts option info:
-     * var player = transitionPlayer.create({
-     *
-     *     // The echarts instance or chart instance getter.
-     *     chart: function () {
-     *         return myChart;
-     *     },
-     *     seriesIndex: 0,
-     *     replaceMerge: ['xAxis', 'yAxis']
-     *
-     *     // The data meta info used to determine how to
-     *     // make transition mapping.
-     *     // The strategy: If `uniqueDimension` provided and is a common
-     *     // dimension, use `uniqueDimension`.
-     *     dataMeta: {
-     *         aaa: {
-     *             dimensions: ['qqq', 'www', 'eee', 'rrr']
-     *         },
-     *         bbb: {
-     *             dimensions: ['ccc', 'www', 'eee'],
-     *             uniqueDimension: 'www',
-     *             dividingMethod: 'duplicate'
-     *         },
-     *         ...
-     *     },
-     *
-     *     // echarts option collection:
-     *     optionList: [
-     *         // dataMetaKey is the key of 'dataMeta'.
-     *         { key: 'Time_Income_Bar', option: option0, dataMetaKey: 'aaa' },
-     *         { key: 'Population_Income_Scatter', option: option1, dataMetaKey: 'bbb' },
-     *         { key: 'Time_Income_Pie', option: option2, dataMetaKey: 'aaa' },
-     *         ...
-     *     ]
-     * });
-     *
-     * // Then start to play:
-     * player.next(); // Display next option (from the first option).
-     * player.previous(); // Display previous optoin.
-     * player.go('Time_Income_Pie'); // Display the specified option.
-     * player.getOptionKeys(); // return `['Time_Income_Bar', 'Population_Income_Scatter', 'Time_Income_Pie']`
-     * ```
-     *
-     * @parma opt See the constructor of `TransitionPlayer`.
-     */
-    transitionPlayer.create = function (opt) {
-        return new TransitionPlayer(opt);
-    };
-
-    /**
-     * @param opt
-     * @param opt.chart
-     *        (EChartsInstance | () => EChartsInstance)
-     *        echarts instance or echarts instance getter.
-     * @param opt.dataMeta
-     *        {
-     *            [dataMetaKey in string]: {
-     *                dimensions: string[];
-     *                uniqueDimension?: string;
-     *                dividingMethod?: 'split' | 'duplicate'
-     *            }
-     *        }
-     * @param opt.optionList
-     *        {
-     *            key: string;
-     *            option: EChartsOption;
-     *            dataMetaKey: string;
-     *        }[]
-     * @param opt.seriesIndex number
-     *        Target series index to be transitioned.
-     * @param opt.replaceMerge? string[]
-     */
-    function TransitionPlayer(opt) {
-        assert(
-            opt.chart
-            && isObject(opt.dataMeta)
-            && isArray(opt.optionList)
-            && opt.seriesIndex != null
-            && opt.optionList.length
-        );
-
-        this._chart = opt.chart;
-        this._dataMeta = opt.dataMeta;
-        var optionList = this._optionList = opt.optionList;
-        var optionMap = this._optionMap = {};
-        this._replaceMerge = opt.replaceMerge;
-        this._seriesIndex = opt.seriesIndex;
-        this._currOptionIdx = null;
-
-        for (var i = 0; i < optionList.length; i++) {
-            var optionWrap = optionList[i];
-            var optionKey = optionWrap.key;
-            if (optionKey != null) {
-                assert(!hasOwn(optionMap, optionKey), 'option key duplicat: ' + optionKey);
-                optionMap[optionKey] = i;
-            }
-        }
-    }
-
-    var proto = TransitionPlayer.prototype;
-
-    proto.next = function () {
-        var optionList = this._optionList;
-        var newOptionIdx = this._currOptionIdx == null
-            ? 0
-            : Math.min(optionList.length - 1, this._currOptionIdx + 1);
-
-        this._doChangeOption(newOptionIdx);
-    };
-
-    proto.previous = function () {
-        var optionList = this._optionList;
-        var newOptionIdx = this._currOptionIdx == null
-            ? optionList.length - 1
-            : Math.max(0, this._currOptionIdx - 1);
-
-        this._doChangeOption(newOptionIdx);
-    };
-
-    /**
-     * @param optionKey string
-     */
-    proto.go = function (optionKey) {
-        var newOptionIdx = getMapValue(this._optionMap, optionKey);
-        assert(newOptionIdx != null, 'Can not find option by option key: ' + optionKey);
-
-        this._doChangeOption(newOptionIdx);
-    };
-
-    proto._doChangeOption = function (newOptionIdx) {
-        var optionList = this._optionList;
-        var oldOptionWrap = this._currOptionIdx != null ? optionList[this._currOptionIdx] : null;
-        var newOptionWrap = optionList[newOptionIdx];
-        var dataMeta = this._dataMeta;
-        var targetSeriesIndex = this._seriesIndex;
-
-        var transitionOpt = {
-            // If can not find mapped dimensions, do not make transition animation
-            // by default, becuase this transition probably bring about misleading.
-            to: { seriesIndex: targetSeriesIndex }
-        };
-
-        if (oldOptionWrap) {
-            var commonDimension =
-                findCommonDimension(oldOptionWrap, newOptionWrap)
-                || findCommonDimension(newOptionWrap, oldOptionWrap);
-            if (commonDimension != null) {
-                transitionOpt = {
-                    from: {
-                        seriesIndex: targetSeriesIndex,
-                        dimension: commonDimension
-                    },
-                    to: {
-                        seriesIndex: targetSeriesIndex,
-                        dimension: commonDimension,
-                    },
-                    dividingMethod: dataMeta.dividingMethod
-                };
-            }
-        }
-
-        this._currOptionIdx = newOptionIdx;
-
-        this._getChart().setOption(newOptionWrap.option, {
-            replaceMerge: this._replaceMerge,
-            transition: transitionOpt
-        });
-
-        function findCommonDimension(optionWrapA, optionWrapB) {
-            var metaA = getMapValue(dataMeta, optionWrapA.dataMetaKey);
-            var metaB = getMapValue(dataMeta, optionWrapB.dataMetaKey);
-            var uniqueDimensionB = metaB.uniqueDimension;
-            if (uniqueDimensionB != null && metaA.dimensions.indexOf(uniqueDimensionB) >= 0) {
-                return uniqueDimensionB;
-            }
-        }
-
-    };
-
-    proto._getChart = function () {
-        return isFunction(this._chart) ? this._chart() : this._chart;
-    };
-
-    /**
-     * @return string[]
-     */
-    proto.getOptionKeys = function () {
-        var optionKeys = [];
-        var optionList = this._optionList;
-        for (var i = 0; i < optionList.length; i++) {
-            optionKeys.push(optionList[i].key);
-        }
-        return optionKeys;
-    };
-
-
-    function assert(cond, msg) {
-        if (!cond) {
-            throw new Error(msg || 'transition player error');
-        }
-    }
-
-    function isObject(value) {
-        const type = typeof value;
-        return type === 'function' || (!!value && type === 'object');
-    }
-
-    function isArray(value) {
-        if (Array.isArray) {
-            return Array.isArray(value);
-        }
-        return Object.prototype.toString.call(value) === '[object Array]';
-    }
-
-    function isFunction(value) {
-        return typeof value === 'function';
-    }
-
-    function hasOwn(obj, key) {
-        return obj.hasOwnProperty(key);
-    }
-
-    function getMapValue(map, key) {
-        return (key != null && hasOwn(map, key)) ? map[key] : null;
-    }
-
-
-    exports.transitionPlayer = transitionPlayer;
-
-})(this);
diff --git a/public/data/bar-histogram.js b/public/data/bar-histogram.js
index 64687d2..9a5d405 100644
--- a/public/data/bar-histogram.js
+++ b/public/data/bar-histogram.js
@@ -50,7 +50,7 @@
     }, {
         transform: {
             type: 'ecStat:histogram',
-            print: true,
+            // print: true,
             config: { dimensions: [1] }
         }
     }],
diff --git a/public/data/bar-race-country.js b/public/data/bar-race-country.js
new file mode 100644
index 0000000..d748300
--- /dev/null
+++ b/public/data/bar-race-country.js
@@ -0,0 +1,140 @@
+/*
+title: Bar Race
+titleCN: 动态排序柱状图 - 人均收入
+category: bar
+difficulty: 6
+*/
+
+
+var updateFrequency = 2000;
+var dimension = 0;
+
+var countryColors = {"Australia":"#00008b","Canada":"#f00","China":"#ffde00","Cuba":"#002a8f","Finland":"#003580","France":"#ed2939","Germany":"#000","Iceland":"#003897","India":"#f93","Japan":"#bc002d","North Korea":"#024fa2","South Korea":"#000","New Zealand":"#00247d","Norway":"#ef2b2d","Poland":"#dc143c","Russia":"#d52b1e","Turkey":"#e30a17","United Kingdom":"#00247d","United States":"#b22234"};
+
+$.when(
+    $.getJSON('https://cdn.jsdelivr.net/npm/emoji-flags@1.3.0/data.json'),
+    $.getJSON(ROOT_PATH + '/data/asset/data/life-expectancy-table.json')
+).done(function (res0, res1) {
+    var flags = res0[0];
+    var data = res1[0];
+    var years = [];
+    for (var i = 0; i < data.length; ++i) {
+        if (years.length === 0 || years[years.length - 1] !== data[i][4]) {
+            years.push(data[i][4]);
+        }
+    }
+
+    function getFlag(countryName) {
+        if (!countryName) {
+            return '';
+        }
+        return (flags.find(function (item) {
+            return item.name === countryName;
+        }) || {}).emoji;
+    }
+    var startIndex = 10;
+    var startYear = years[startIndex];
+
+    var option = {
+        grid: {
+            top: 10,
+            bottom: 30,
+            left: 150,
+            right: 80
+        },
+        xAxis: {
+            max: 'dataMax',
+            label: {
+                formatter: function (n) {
+                    return Math.round(n);
+                }
+            }
+        },
+        dataset: {
+            source: data.slice(1).filter(function (d) {
+                return d[4] === startYear;
+            })
+        },
+        yAxis: {
+            type: 'category',
+            inverse: true,
+            max: 10,
+            axisLabel: {
+                show: true,
+                textStyle: {
+                    fontSize: 14
+                },
+                formatter: function (value) {
+                    return value + '{flag|' + getFlag(value) + '}';
+                },
+                rich: {
+                    flag: {
+                        fontSize: 25,
+                        padding: 5
+                    }
+                }
+            },
+            animationDuration: 300,
+            animationDurationUpdate: 300
+        },
+        series: [{
+            realtimeSort: true,
+            seriesLayoutBy: 'column',
+            type: 'bar',
+            itemStyle: {
+                color: function (param) {
+                    return countryColors[param.value[3]] || '#5470c6';
+                }
+            },
+            encode: {
+                x: dimension,
+                y: 3
+            },
+            label: {
+                show: true,
+                precision: 1,
+                position: 'right',
+                valueAnimation: true,
+                fontFamily: 'monospace'
+            }
+        }],
+        // Disable init animation.
+        animationDuration: 0,
+        animationDurationUpdate: updateFrequency,
+        animationEasing: 'linear',
+        animationEasingUpdate: 'linear',
+        graphic: {
+            elements: [{
+                type: 'text',
+                right: 160,
+                bottom: 60,
+                style: {
+                    text: startYear,
+                    font: 'bolder 80px monospace',
+                    fill: 'rgba(100, 100, 100, 0.25)'
+                },
+                z: 100
+            }]
+        }
+    };
+
+    // console.log(option);
+    myChart.setOption(option);
+
+    for (var i = startIndex; i < years.length - 1; ++i) {
+        (function (i) {
+            setTimeout(function () {
+                updateYear(years[i + 1]);
+            }, (i - startIndex) * updateFrequency);
+        })(i);
+    }
+
+    function updateYear(year) {
+        var source = data.slice(1).filter(function (d) {
+            return d[4] === year;
+        });
+        option.series[0].data = source;
+        option.graphic.elements[0].style.text = year;
+        myChart.setOption(option);
+    }
+})
\ No newline at end of file
diff --git a/public/data/custom-aggregate-scatter-bar.js b/public/data/custom-aggregate-scatter-bar.js
new file mode 100644
index 0000000..840a7c2
--- /dev/null
+++ b/public/data/custom-aggregate-scatter-bar.js
@@ -0,0 +1,209 @@
+/*
+title: Aggregate Morphing Between Scatter and Bar
+category: custom
+titleCN: 聚合分割形变（散点图 - 柱状图）
+difficulty: 9
+*/
+
+
+var SCATTER_COLORS = [
+    '#5470c6',
+    '#91cc75',
+    '#fac858',
+    '#ee6666',
+    '#73c0de',
+    '#3ba272',
+    '#fc8452',
+    '#9a60b4',
+    '#ea7ccc'
+];
+var BAR_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"]];
+
+
+
+$.when(
+    $.getScript('https://cdn.jsdelivr.net/npm/echarts-simple-transform@1.0.0/dist/ecSimpleTransform.min.js')
+).done(function () {
+
+    init();
+
+    var currentIsBar = false;
+    setScatterOption();
+
+    setInterval(function () {
+        if (currentIsBar) {
+            currentIsBar = false;
+            setScatterOption();
+        }
+        else {
+            currentIsBar = true;
+            setBarOption();
+        }
+    }, 3000);
+
+});
+
+
+
+function init() {
+
+    echarts.registerTransform(ecSimpleTransform.aggregate);
+
+    var baseOption = {
+        dataset: [{
+            id: 'raw_dataset',
+            dimensions: ['DATE', 'COUNT', 'PRICE', 'WEIGHT', 'M_TAG', 'Z_TAG', 'ID'],
+            source: RAW_DATA
+        }, {
+            id: 'mTagSum_dataset',
+            fromDatasetId: 'raw_dataset',
+            transform: {
+                type: 'ecSimpleTransform:aggregate',
+                config: {
+                    resultDimensions: [
+                        { from: 'COUNT', method: 'sum' },
+                        { from: 'PRICE', method: 'sum' },
+                        { from: 'WEIGHT', method: 'sum' },
+                        { from: 'M_TAG' }
+                    ],
+                    groupBy: 'M_TAG'
+                }
+            }
+        }],
+        tooltip: {}
+    };
+
+    myChart.setOption(baseOption, { lazyUpdate: true });
+}
+
+function setScatterOption() {
+    var option = {
+        grid: {
+            containLabel: true
+        },
+        xAxis: {
+            name: 'PRICE'
+        },
+        yAxis: {
+            name: 'COUNT'
+        },
+        series: {
+            type: 'custom',
+            coordinateSystem: 'cartesian2d',
+            animationDurationUpdate: ANIMATION_DURATION_UPDATE,
+            datasetId: 'raw_dataset',
+            encode: {
+                itemName: 'ID',
+                x: 'PRICE',
+                y: 'COUNT',
+                tooltip: ['PRICE', 'COUNT', 'WEIGHT']
+            },
+            renderItem: function (params, api) {
+                var pos = api.coord([
+                    api.value('PRICE'),
+                    api.value('COUNT')
+                ]);
+                var color = getFromPalette(
+                    api.value('Z_TAG'),
+                    SCATTER_COLORS
+                );
+                return {
+                    type: 'circle',
+                    morph: true,
+                    shape: {
+                        cx: pos[0],
+                        cy: pos[1],
+                        r: 10
+                    },
+                    style: {
+                        fill: color
+                    },
+                    transition: ['shape', 'style']
+                };
+            }
+        }
+    };
+
+    myChart.setOption(option, {
+        replaceMerge: ['xAxis', 'yAxis'],
+        transition: {
+            from: { seriesIndex: 0, dimension: 'M_TAG' },
+            to: { seriesIndex: 0, dimension: 'M_TAG' }
+        }
+    });
+}
+
+function setBarOption() {
+    var option = {
+        grid: {
+            containLabel: true
+        },
+        xAxis: {
+            type: 'category'
+        },
+        yAxis: {
+        },
+        series: {
+            type: 'custom',
+            coordinateSystem: 'cartesian2d',
+            animationDurationUpdate: ANIMATION_DURATION_UPDATE,
+            datasetId: 'mTagSum_dataset',
+            encode: {
+                x: 'M_TAG',
+                y: 'COUNT',
+                tooltip: ['M_TAG', 'COUNT', 'WEIGHT']
+            },
+            renderItem: function (params, api) {
+                var mTagVal = api.value('M_TAG');
+                var ataVal = api.value('COUNT');
+                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: BAR_COLOR
+                    },
+                    transition: ['shape', 'style']
+                };
+            }
+        }
+    };
+
+    myChart.setOption(option, {
+        replaceMerge: ['xAxis', 'yAxis', 'viusalMap'],
+        transition: {
+            from: { seriesIndex: 0, dimension: 'M_TAG' },
+            to: { seriesIndex: 0, dimension: 'M_TAG' }
+        }
+    });
+}
+
+
+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];
+}
diff --git a/public/data/custom-aggregate-scatter-cluster.js b/public/data/custom-aggregate-scatter-cluster.js
new file mode 100644
index 0000000..b44e6a0
--- /dev/null
+++ b/public/data/custom-aggregate-scatter-cluster.js
@@ -0,0 +1,214 @@
+/*
+title: Aggregate Morphing Between Scatter Clustering
+category: custom
+titleCN: 聚合分割形变（散点图聚类）
+difficulty: 10
+*/
+
+
+var CLUSTER_COLORS = [
+    '#cc5664', '#9bd6ec', '#ea946e', '#8acaaa', '#f1ec64', '#ee8686', '#a48dc1', '#5da6bc', '#b9dcae'
+];
+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', 'COUNT', 'PRICE', 'WEIGHT', 'M_TAG', 'Z_TAG', 'ID'];
+
+
+
+$.when(
+    $.getScript('https://cdn.jsdelivr.net/npm/echarts-stat@1.2.0/dist/ecStat.min.js'),
+    $.getScript('https://cdn.jsdelivr.net/npm/echarts-simple-transform@1.0.0/dist/ecSimpleTransform.min.js')
+).done(function () {
+
+    init();
+
+    var currentIsClustered = false;
+    setRawScatterOption();
+
+    setInterval(function () {
+        if (currentIsClustered) {
+            currentIsClustered = false;
+            setRawScatterOption();
+        }
+        else {
+            currentIsClustered = true;
+            setClusteredScatterOption();
+        }
+    }, 3000);
+
+});
+
+
+
+function init() {
+
+    echarts.registerTransform(ecSimpleTransform.aggregate);
+    echarts.registerTransform(ecStat.transform.clustering);
+
+    var baseOption = {
+        dataset: [{
+            id: 'raw_dataset',
+            dimensions: RAW_DATA_DIMENSIONS,
+            source: RAW_DATA
+        }, {
+            id: 'raw_clustered_dataset',
+            fromDatasetId: 'raw_dataset',
+            transform: {
+                type: 'ecStat:clustering',
+                print: true,
+                config: {
+                    clusterCount: 4,
+                    dimensions: ['COUNT', 'PRICE'],
+                    outputClusterIndexDimension: {
+                        index: RAW_DATA_DIMENSIONS.length,
+                        name: 'CLUSTER_IDX'
+                    },
+                    outputCentroidDimensions: [{
+                        index: RAW_DATA_DIMENSIONS.length + 1,
+                        name: 'CLUSTER_CENTER_COUNT'
+                    }, {
+                        index: RAW_DATA_DIMENSIONS.length + 2,
+                        name: 'CLUSTER_CENTER_PRICE'
+                    }]
+                }
+            }
+        }, {
+            id: 'raw_cluster_centers_dataset',
+            fromDatasetId: 'raw_clustered_dataset',
+            transform: {
+                type: 'ecSimpleTransform:aggregate',
+                print: true,
+                config: {
+                    resultDimensions: [
+                        { from: 'COUNT', method: 'count' },
+                        { from: 'CLUSTER_CENTER_COUNT', method: 'first' },
+                        { from: 'CLUSTER_CENTER_PRICE', method: 'first' },
+                        { from: 'CLUSTER_IDX' }
+                    ],
+                    groupBy: 'CLUSTER_IDX'
+                }
+            }
+        }],
+        tooltip: {}
+    };
+
+    myChart.setOption(baseOption, { lazyUpdate: true });
+}
+
+function setRawScatterOption() {
+    var option = {
+        grid: {
+            containLabel: true
+        },
+        xAxis: {
+            name: 'PRICE'
+        },
+        yAxis: {
+            name: 'COUNT'
+        },
+        series: {
+            type: 'custom',
+            coordinateSystem: 'cartesian2d',
+            animationDurationUpdate: ANIMATION_DURATION_UPDATE,
+            datasetId: 'raw_clustered_dataset',
+            encode: {
+                itemName: 'ID',
+                x: 'PRICE',
+                y: 'COUNT',
+                tooltip: ['PRICE', 'COUNT', 'WEIGHT']
+            },
+            renderItem: function (params, api) {
+                var pos = api.coord([
+                    api.value('PRICE'),
+                    api.value('COUNT')
+                ]);
+                return {
+                    type: 'circle',
+                    morph: true,
+                    shape: {
+                        cx: pos[0],
+                        cy: pos[1],
+                        r: 10
+                    },
+                    style: {
+                        fill: '#5470c6'
+                    },
+                    transition: ['shape', 'style']
+                };
+            }
+        }
+    };
+
+    myChart.setOption(option, {
+        replaceMerge: ['xAxis', 'yAxis'],
+        transition: {
+            from: { seriesIndex: 0, dimension: 'CLUSTER_IDX' },
+            to: { seriesIndex: 0, dimension: 'CLUSTER_IDX' }
+        }
+    });
+}
+
+function setClusteredScatterOption() {
+    var option = {
+        grid: {
+            containLabel: true
+        },
+        xAxis: {
+            name: 'PRICE'
+        },
+        yAxis: {
+            name: 'COUNT'
+        },
+        series: {
+            type: 'custom',
+            coordinateSystem: 'cartesian2d',
+            animationDurationUpdate: ANIMATION_DURATION_UPDATE,
+            datasetId: 'raw_cluster_centers_dataset',
+            encode: {
+                x: 'CLUSTER_CENTER_PRICE',
+                y: 'CLUSTER_CENTER_COUNT',
+                tooltip: ['CLUSTER_CENTER_PRICE', 'CLUSTER_CENTER_COUNT']
+            },
+            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_PRICE'),
+                    api.value('CLUSTER_CENTER_COUNT')
+                ]);
+                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']
+                };
+            }
+        }
+    };
+
+    myChart.setOption(option, {
+        replaceMerge: ['xAxis', 'yAxis'],
+        transition: {
+            from: { seriesIndex: 0, dimension: 'CLUSTER_IDX' },
+            to: { seriesIndex: 0, dimension: 'CLUSTER_IDX' }
+        }
+    });
+}
diff --git a/public/data/custom-aggregate-scatter-pie.js b/public/data/custom-aggregate-scatter-pie.js
new file mode 100644
index 0000000..6c7a155
--- /dev/null
+++ b/public/data/custom-aggregate-scatter-pie.js
@@ -0,0 +1,189 @@
+/*
+title: Aggregate Morphing Between Scatter and Pie
+category: custom
+titleCN: 聚合分割形变（散点图 - 饼图）
+difficulty: 9
+*/
+
+
+var PIE_COLORS = [
+    '#e06343', '#37a354', '#b55dba', '#b5bd48', '#8378EA', '#96BFFF'
+];
+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"]];
+
+
+
+$.when(
+    $.getScript('https://cdn.jsdelivr.net/npm/echarts-simple-transform@1.0.0/dist/ecSimpleTransform.min.js')
+).done(function () {
+
+    init();
+
+    var currentIsPie = false;
+    setScatterOption();
+
+    setInterval(function () {
+        if (currentIsPie) {
+            currentIsPie = false;
+            setScatterOption();
+        }
+        else {
+            currentIsPie = true;
+            setPieOption();
+        }
+    }, 3000);
+
+});
+
+
+
+function init() {
+
+    echarts.registerTransform(ecSimpleTransform.aggregate);
+
+    var baseOption = {
+        dataset: [{
+            id: 'raw_dataset',
+            dimensions: ['DATE', 'COUNT', 'PRICE', 'WEIGHT', 'M_TAG', 'Z_TAG', 'ID'],
+            source: RAW_DATA
+        }, {
+            id: 'mTagSum_dataset',
+            fromDatasetId: 'raw_dataset',
+            transform: {
+                type: 'ecSimpleTransform:aggregate',
+                config: {
+                    resultDimensions: [
+                        { from: 'COUNT', method: 'sum' },
+                        { from: 'PRICE', method: 'sum' },
+                        { from: 'WEIGHT', method: 'sum' },
+                        { from: 'M_TAG' }
+                    ],
+                    groupBy: 'M_TAG'
+                }
+            }
+        }],
+        tooltip: {}
+    };
+
+    myChart.setOption(baseOption, { lazyUpdate: true });
+}
+
+function setScatterOption() {
+    var option = {
+        grid: {
+            containLabel: true
+        },
+        xAxis: {
+            name: 'PRICE'
+        },
+        yAxis: {
+            name: 'COUNT'
+        },
+        series: {
+            type: 'custom',
+            coordinateSystem: 'cartesian2d',
+            animationDurationUpdate: ANIMATION_DURATION_UPDATE,
+            datasetId: 'raw_dataset',
+            encode: {
+                itemName: 'ID',
+                x: 'PRICE',
+                y: 'COUNT',
+                tooltip: ['PRICE', 'COUNT', 'WEIGHT']
+            },
+            renderItem: function (params, api) {
+                var pos = api.coord([
+                    api.value('PRICE'),
+                    api.value('COUNT')
+                ]);
+                return {
+                    type: 'circle',
+                    morph: true,
+                    shape: {
+                        cx: pos[0],
+                        cy: pos[1],
+                        r: 10
+                    },
+                    style: {
+                        fill: '#5470c6'
+                    },
+                    transition: ['shape', 'style']
+                };
+            }
+        }
+    };
+
+    myChart.setOption(option, {
+        replaceMerge: ['xAxis', 'yAxis'],
+        transition: {
+            from: { seriesIndex: 0, dimension: 'M_TAG' },
+            to: { seriesIndex: 0, dimension: 'M_TAG' }
+        }
+    });
+}
+
+function setPieOption() {
+    var option = {
+        series: {
+            type: 'custom',
+            coordinateSystem: 'none',
+            animationDurationUpdate: ANIMATION_DURATION_UPDATE,
+            datasetId: 'mTagSum_dataset',
+            encode: {
+                itemName: 'ID',
+                value: 'COUNT',
+                tooltip: ['PRICE', 'COUNT', 'WEIGHT']
+            },
+            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('COUNT', 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('COUNT', 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: context.colors[params.dataIndex]
+                    },
+                    transition: ['shape', 'style']
+                };
+            }
+        }
+    };
+
+    myChart.setOption(option, {
+        replaceMerge: ['xAxis', 'yAxis', 'viusalMap'],
+        transition: {
+            from: { seriesIndex: 0, dimension: 'M_TAG' },
+            to: { seriesIndex: 0, dimension: 'M_TAG' }
+        }
+    });
+}
diff --git a/public/data/custom-cartesian-polygon.js b/public/data/custom-cartesian-polygon.js
index 63324ed..a018eda 100644
--- a/public/data/custom-cartesian-polygon.js
+++ b/public/data/custom-cartesian-polygon.js
@@ -30,6 +30,7 @@
 
     return {
         type: 'polygon',
+        transition: ['shape'],
         shape: {
             points: points
         },
diff --git a/public/data/custom-combine-separate-morph.js b/public/data/custom-combine-separate-morph.js
deleted file mode 100644
index af6e2ac..0000000
--- a/public/data/custom-combine-separate-morph.js
+++ /dev/null
@@ -1,510 +0,0 @@
-/*
-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',
-    'path://M16 0c-8.837 0-16 7.163-16 16s7.163 16 16 16 16-7.163 16-16-7.163-16-16-16zM22 8c1.105 0 2 1.343 2 3s-0.895 3-2 3-2-1.343-2-3 0.895-3 2-3zM10 8c1.105 0 2 1.343 2 3s-0.895 3-2 3-2-1.343-2-3 0.895-3 2-3zM16 28c-5.215 0-9.544-4.371-10-9.947 2.93 1.691 6.377 2.658 10 2.658s7.070-0.963 10-2.654c-0.455 5.576-4.785 9.942-10 9.942z',
-    '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',
-    'path://M23.6 2c4.637 0 8.4 3.764 8.4 8.401 0 9.132-9.87 11.964-15.999 21.232-6.485-9.326-16.001-11.799-16.001-21.232 0-4.637 3.763-8.401 8.4-8.401 1.886 0 3.625 0.86 5.025 2.12l-2.425 3.88 7 4-4 10 11-12-7-4 1.934-2.901c1.107-0.68 2.35-1.099 3.665-1.099z',
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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: 'myTransform: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: 'myTransform: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);
-
-
-
-var _global = window;
-
-$.when(
-    $.getScript(ROOT_PATH + '/data/asset/js/myTransform.js'),
-    $.getScript(ROOT_PATH + '/data/asset/js/transitionPlayer.js'),
-).done(function () {
-    run();
-});
-
-
-function run() {
-
-    echarts.registerTransform(_global.myTransform.aggregate);
-    echarts.registerTransform(ecStat.transform.clustering);
-
-    _player = _global.transitionPlayer.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');
-
-}
-
diff --git a/public/data/custom-error-bar.js b/public/data/custom-error-bar.js
index 429d9b2..e0d20ee 100644
--- a/public/data/custom-error-bar.js
+++ b/public/data/custom-error-bar.js
@@ -35,6 +35,7 @@
         type: 'group',
         children: [{
             type: 'line',
+            transition: ['shape'],
             shape: {
                 x1: highPoint[0] - halfWidth, y1: highPoint[1],
                 x2: highPoint[0] + halfWidth, y2: highPoint[1]
@@ -42,6 +43,7 @@
             style: style
         }, {
             type: 'line',
+            transition: ['shape'],
             shape: {
                 x1: highPoint[0], y1: highPoint[1],
                 x2: lowPoint[0], y2: lowPoint[1]
@@ -49,6 +51,7 @@
             style: style
         }, {
             type: 'line',
+            transition: ['shape'],
             shape: {
                 x1: lowPoint[0] - halfWidth, y1: lowPoint[1],
                 x2: lowPoint[0] + halfWidth, y2: lowPoint[1]
diff --git a/public/data/custom-error-scatter.js b/public/data/custom-error-scatter.js
index df10d2e..4b06d1d 100644
--- a/public/data/custom-error-scatter.js
+++ b/public/data/custom-error-scatter.js
@@ -53,6 +53,7 @@
 
         children.push({
             type: 'line',
+            transition: ['shape'],
             shape: makeShape(
                 baseDimIdx,
                 highPoint[baseDimIdx] - halfWidth, highPoint[otherDimIdx],
@@ -61,6 +62,7 @@
             style: style
         }, {
             type: 'line',
+            transition: ['shape'],
             shape: makeShape(
                 baseDimIdx,
                 highPoint[baseDimIdx], highPoint[otherDimIdx],
@@ -69,6 +71,7 @@
             style: style
         }, {
             type: 'line',
+            transition: ['shape'],
             shape: makeShape(
                 baseDimIdx,
                 lowPoint[baseDimIdx] - halfWidth, lowPoint[otherDimIdx],
diff --git a/public/data/custom-profile.js b/public/data/custom-profile.js
index d7b4876..5cdab64 100644
--- a/public/data/custom-profile.js
+++ b/public/data/custom-profile.js
@@ -63,6 +63,7 @@
 
     return rectShape && {
         type: 'rect',
+        transition: ['shape'],
         shape: rectShape,
         style: api.style()
     };
diff --git a/public/data/custom-story-transition.js b/public/data/custom-story-transition.js
index 5ea5b1e..c164a88 100644
--- a/public/data/custom-story-transition.js
+++ b/public/data/custom-story-transition.js
@@ -5,11 +5,9 @@
 difficulty: 11
 */
 
-const _global = window;
-
 $.when(
     $.get(ROOT_PATH + '/data/asset/data/life-expectancy-table.json'),
-    $.getScript(ROOT_PATH + '/data/asset/js/myTransform.js')
+    $.getScript('https://cdn.jsdelivr.net/npm/echarts-simple-transform/dist/ecSimpleTransform.min.js')
 ).done(function (res) {
     run(res[0]);
 });
@@ -17,8 +15,8 @@
 let _optionList;
 
 function run(_rawData) {
-    echarts.registerTransform(_global.myTransform.aggregate);
-    echarts.registerTransform(_global.myTransform.id);
+    echarts.registerTransform(ecSimpleTransform.aggregate);
+    echarts.registerTransform(ecSimpleTransform.id);
 
 
     const COUNTRY_A = 'Germany';
@@ -56,7 +54,7 @@
                     dimension: 'Year', gte: 1950
                 }
             }, {
-                type: 'myTransform:id',
+                type: 'ecSimpleTransform:id',
                 config: {
                     dimensionIndex: 5,
                     dimensionName: 'Id'
@@ -79,7 +77,7 @@
             id: 'DatasetCountryABSumIncome',
             fromDatasetId: 'DatasetCountryAB',
             transform: {
-                type: 'myTransform:aggregate',
+                type: 'ecSimpleTransform:aggregate',
                 config: {
                     resultDimensions: [
                         { from: 'Income', method: 'sum' },
diff --git a/public/data/cycle-plot.js b/public/data/cycle-plot.js
index d922582..6115ba7 100644
--- a/public/data/cycle-plot.js
+++ b/public/data/cycle-plot.js
@@ -54,6 +54,7 @@
 
     return {
         type: 'polyline',
+        transition: ['shape'],
         shape: {
             points: points
         },
@@ -71,6 +72,7 @@
 
     return {
         type: 'line',
+        transition: ['shape'],
         shape: {
             x1: point[0] - bandWidth / 2,
             x2: point[0] + bandWidth / 2,
@@ -105,7 +107,7 @@
     }],
     grid: {
         bottom: 70,
-        top: 120,
+        top: 120
     },
     xAxis: {
         data: months
diff --git a/public/data/data-transform-aggregate.js b/public/data/data-transform-aggregate.js
index b6c7764..f22ec12 100644
--- a/public/data/data-transform-aggregate.js
+++ b/public/data/data-transform-aggregate.js
@@ -7,14 +7,14 @@
 
 $.when(
     $.get(ROOT_PATH + '/data/asset/data/life-expectancy-table.json'),
-    $.getScript(ROOT_PATH + '/data/asset/js/myTransform.js')
+    $.getScript('https://cdn.jsdelivr.net/npm/echarts-simple-transform/dist/ecSimpleTransform.min.js')
 ).done(function (res) {
     run(res[0]);
 });
 
 function run(_rawData) {
 
-    echarts.registerTransform(window.myTransform.aggregate);
+    echarts.registerTransform(window.ecSimpleTransform.aggregate);
 
     option = {
         dataset: [{
@@ -33,7 +33,7 @@
             id: 'income_aggregate',
             fromDatasetId: 'since_year',
             transform: [{
-                type: 'myTransform:aggregate',
+                type: 'ecSimpleTransform:aggregate',
                 config: {
                     resultDimensions: [
                         { name: 'min', from: 'Income', method: 'min' },
@@ -85,6 +85,9 @@
             name: 'boxplot',
             type: 'boxplot',
             datasetId: 'income_aggregate',
+            itemStyle: {
+                color: '#b8c5f2'
+            },
             encode: {
                 x: ['min', 'Q1', 'median', 'Q3', 'max'],
                 y: 'Country',
diff --git a/public/data/doc-example/aria-decal-newspaper.js b/public/data/doc-example/aria-decal-newspaper.js
new file mode 100644
index 0000000..2262c1b
--- /dev/null
+++ b/public/data/doc-example/aria-decal-newspaper.js
@@ -0,0 +1,94 @@
+option = {
+    series: [{
+        type: 'bar',
+        name: 'Apples',
+        data: [108, 26, 39, 24],
+        itemStyle: {
+            borderColor: 'black',
+            borderWidth: 2
+        }
+    }, {
+        type: 'bar',
+        name: 'Oranges',
+        data: [23, 40, 60, 70],
+        itemStyle: {
+            borderColor: 'black',
+            borderWidth: 2
+        }
+    }, {
+        type: 'bar',
+        name: 'Bananas',
+        data: [129, 40, 40, 50],
+        itemStyle: {
+            borderColor: 'black',
+            borderWidth: 2
+        }
+    }, {
+        type: 'bar',
+        name: 'Pears',
+        data: [40, 60, 50, 89],
+        itemStyle: {
+            borderColor: 'black',
+            borderWidth: 2
+        }
+    }],
+
+    xAxis: {
+        data: ['Q1', 'Q2', 'Q3', 'Q4'],
+        axisLine: {
+            color: 'black'
+        },
+        axisTick: {
+            color: 'black'
+        },
+        axisLabel: {
+            color: 'black'
+        }
+    },
+    yAxis: {
+        axisLine: {
+            color: 'black'
+        },
+        axisTick: {
+            color: 'black'
+        },
+        axisLabel: {
+            color: 'black'
+        },
+        splitLine: {
+            lineStyle: {
+                color: 'black',
+                type: 'dashed'
+            }
+        }
+    },
+
+    aria: {
+        decal: {
+            show: true,
+            decals: [{
+                dashArrayX: 0,
+                dashArrayY: 0,
+                color: 'black'
+            }, {
+                dashArrayX: 0,
+                dashArrayY: 0,
+                color: 'black'
+            }, {
+                dashArrayX: [1, 0],
+                dashArrayY: [2, 5],
+                symbolSize: 1,
+                rotation: Math.PI / 6,
+                color: 'black'
+            }, {
+                symbol: 'circle',
+                dashArrayX: [[8, 8], [0, 8, 8, 0]],
+                dashArrayY: [6, 0],
+                symbolSize: 0.8,
+                color: 'black'
+            }]
+        }
+    },
+
+    color: ['white', 'black', 'white', 'white']
+};
diff --git a/public/data/doc-example/aria-decal-simple.js b/public/data/doc-example/aria-decal-simple.js
new file mode 100644
index 0000000..2b3eb73
--- /dev/null
+++ b/public/data/doc-example/aria-decal-simple.js
@@ -0,0 +1,25 @@
+option = {
+    xAxis: {
+        type: 'category',
+        data: ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun']
+    },
+    yAxis: {
+        type: 'value'
+    },
+    series: [{
+        data: [120, 200, 150, 80, 70, 110, 130],
+        type: 'bar'
+    }, {
+        data: [20, 40, 90, 40, 30, 70, 120],
+        type: 'bar'
+    }, {
+        data: [140, 230, 120, 50, 30, 150, 120],
+        type: 'bar'
+    }],
+    aria: {
+        enabled: true,
+        decal: {
+            show: true
+        }
+    }
+};
diff --git a/public/data/doc-example/aria-decal.js b/public/data/doc-example/aria-decal.js
new file mode 100644
index 0000000..a400ce5
--- /dev/null
+++ b/public/data/doc-example/aria-decal.js
@@ -0,0 +1,125 @@
+var decalColor = 'rgba(0, 0, 0, 0.8)';
+
+var svg = 'M136.71078,90.7149424 C135.038663,90.084817 133.319214,89.8204828 131.637995,89.8987366 C131.93792,88.5693311 132.022117,87.2371959 131.901965,85.9319035 C131.475516,81.1970909 128.414369,76.8944942 123.681104,75.0882862 C118.812669,73.2488659 113.532803,74.556888 110.072058,78.0014222 C111.44425,78.0132512 112.836467,78.2716709 114.184082,78.7876003 C120.385569,81.1311211 123.498145,88.0593162 121.156545,94.2582038 C120.289538,96.5421242 118.80038,98.4052027 116.960324,99.7405227 C113.796773,102.011704 109.591905,102.714169 105.683776,101.228711 C99.4827445,98.8915594 96.3669821,91.9606345 98.7113134,85.7581072 C99.0176102,84.9537305 99.4044636,84.2007647 99.8609505,83.4869258 L99.8545788,83.4869258 C99.8545788,83.4869258 99.8545788,83.4869258 99.8545788,83.4932953 C101.850742,80.3754255 103.561544,76.9968612 104.927364,73.3990041 C115.528966,45.4164295 101.427934,14.127175 73.4261234,3.52605368 C45.4215819,-7.07142797 14.1333382,7.02472855 3.52900521,35.0104878 C0.629425582,42.6470623 -0.42099504,50.523403 0.149272308,58.1686218 C0.16110547,58.4206719 0.185226914,58.6786366 0.209348358,58.9366014 C2.47266801,84.9182432 19.2184117,108.595036 45.2413538,118.442737 C71.7121355,128.45559 100.448968,121.413198 119.352898,102.762395 C122.585626,99.6263266 127.465895,98.4657129 131.950208,100.160455 C137.34704,102.203699 140.39954,107.712861 139.559386,113.191995 C141.579216,111.769777 143.215378,109.750646 144.163851,107.256987 C146.676122,100.628613 143.33553,93.2204304 136.71078,90.7149424 ZZ';
+var base64 = 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';
+
+var decals = [{
+    color: decalColor,
+    dashArrayX: [1, 0],
+    dashArrayY: [2, 5],
+    symbolSize: 1,
+    rotation: Math.PI / 6
+}, {
+    color: decalColor,
+    symbol: 'circle',
+    dashArrayX: [[8, 8], [0, 8, 8, 0]],
+    dashArrayY: [6, 0],
+    symbolSize: 0.8
+}, {
+    color: decalColor,
+    dashArrayX: [1, 0],
+    dashArrayY: [4, 3],
+    rotation: -Math.PI / 4
+}, {
+    color: decalColor,
+    dashArrayX: [[6, 6], [0, 6, 6, 0]],
+    dashArrayY: [6, 0]
+}, {
+    color: decalColor,
+    dashArrayX: [[1, 0], [1, 6]],
+    dashArrayY: [1, 0, 6, 0],
+    rotation: Math.PI / 4
+}, {
+    color: decalColor,
+    symbol: 'triangle',
+    dashArrayX: [[9, 9], [0, 9, 9, 0]],
+    dashArrayY: [7, 2],
+    symbolSize: 0.75
+}, {
+    color: decalColor,
+    dashArrayX: [1, 0],
+    dashArrayY: 10,
+    rotation: 0
+}, {
+    color: decalColor,
+    dashArrayX: [10, 10],
+    dashArrayY: [1, 0],
+    rotation: 0
+}, {
+    color: decalColor,
+    dashArrayX: [10, 5, 20, 5],
+    dashArrayY: 10,
+    rotation: 0
+}, {
+    color: decalColor,
+    dashArrayX: [[10, 5, 20, 5], [20, 5]],
+    dashArrayY: [10, 5],
+    rotation: 0
+}, {
+    symbol: 'rect',
+    dashArrayX: [[8, 8], [0, 8, 8, 0]],
+    dashArrayY: [8, 0],
+    symbolSize: 0.8,
+    rotation: Math.PI / 4,
+    color: 'black'
+}, {
+    color: decalColor,
+    dashArrayX: [[30, 30], [0, 30, 30, 0]],
+    dashArrayY: [15, 0],
+    symbol: 'path://' + svg
+// }, {
+//     color: decalColor,
+//     dashArrayX: [[30, 30], [0, 30, 30, 0]],
+//     dashArrayY: [30, 0],
+//     symbol: base64,
+//     symbolSize: 0.8
+}];
+
+var columns = 6;
+var rows = Math.floor(decals.length / columns) + 1;
+
+function renderItem(params, api) {
+    var paletteColor = api.visual('color');
+    var paletteDecal = api.visual('decal');
+    return {
+        type: 'group',
+        x: (api.value(0) % columns) * 120 + 50,
+        y: Math.floor(api.value(0) / columns) * 120 + 50,
+        children: [{
+            type: 'rect',
+            shape: { x: 0, y: 0, width: 100, height: 100 },
+            style: { fill: paletteColor, decal: paletteDecal },
+        }]
+    }
+}
+
+option = {
+    xAxis: {
+        type: 'value',
+        max: 1,
+        show: false
+    },
+    yAxis: {
+        type: 'value',
+        show: false
+    },
+    series: (function () {
+        var series = [];
+        for (var i = 0; i < decals.length; ++i) {
+            series.push({
+                type: 'custom',
+                data: [[i]],
+                renderItem: renderItem
+            });
+        }
+        return series;
+    })(),
+    aria: {
+        enabled: true,
+        decal: {
+            show: true,
+            decals: decals
+        }
+    },
+    color: ['#ddd']
+};
diff --git a/public/data/doc-example/aria-pie.js b/public/data/doc-example/aria-pie.js
index cd3868f..a7268f6 100644
--- a/public/data/doc-example/aria-pie.js
+++ b/public/data/doc-example/aria-pie.js
@@ -1,6 +1,6 @@
 option = {
     aria: {
-        show: true
+        enabled: true
     },
     title: {
         text: '某站点用户访问来源',
diff --git a/public/data/doc-example/custom-transition-simple.js b/public/data/doc-example/custom-transition-simple.js
new file mode 100644
index 0000000..f1cc858
--- /dev/null
+++ b/public/data/doc-example/custom-transition-simple.js
@@ -0,0 +1,93 @@
+option = {
+    animationDurationUpdate: 1500,
+    xAxis: {
+        min: 0,
+        max: 1
+    },
+    yAxis: {
+        min: 0,
+        max: 1
+    },
+    series: {
+        type: 'custom',
+        renderItem: function renderItem1(params, api) {
+            var pos = api.coord([api.value(0), api.value(1)]);
+            var width = 50 + Math.random() * 150;
+            var height = 50 + Math.random() * 150;
+            var r = Math.random() * 40;
+            var fill = echarts.color.random();
+            var stroke = '#000';
+            var lineWidth = 2 + Math.round(Math.random() * 20);
+
+            return {
+                type: 'group',
+                children: [{
+                    type: 'rect',
+                    x: pos[0] / 2,
+                    y: pos[1],
+                    shape: {
+                        x: -width / 2,
+                        y: -height / 2,
+                        width: width,
+                        height: height,
+                        r: r
+                    },
+                    style: {
+                        fill: fill,
+                        stroke: stroke,
+                        lineWidth: lineWidth
+                    },
+                    textContent: {
+                        style: {
+                            text: 'Has transition',
+                            fontSize: 20
+                        }
+                    },
+                    textConfig: {
+                        position: 'bottom'
+                    },
+                    silent: true,
+                    // Has transition
+                    transition: ['shape', 'style', 'x', 'y']
+                }, {
+                    type: 'rect',
+                    x: pos[0] / 2 + params.coordSys.width / 2,
+                    y: pos[1],
+                    shape: {
+                        x: -width / 2,
+                        y: -height / 2,
+                        width: width,
+                        height: height,
+                        r: r
+                    },
+                    style: {
+                        fill: fill,
+                        stroke: stroke,
+                        lineWidth: lineWidth
+                    },
+                    textContent: {
+                        style: {
+                            text: 'No transition',
+                            fontSize: 20
+                        }
+                    },
+                    textConfig: {
+                        position: 'bottom'
+                    },
+                    silent: true,
+                    // No transition
+                    transition: []
+                }]
+            };
+        },
+        data: [[Math.random(), Math.random()]]
+    }
+};
+
+setInterval(function () {
+    myChart.setOption({
+        series: {
+            data: [[Math.random(), Math.random()]]
+        }
+    });
+}, 2000);
diff --git a/public/data/doc-example/timeline-dynamic-series.js b/public/data/doc-example/timeline-dynamic-series.js
new file mode 100644
index 0000000..34496c3
--- /dev/null
+++ b/public/data/doc-example/timeline-dynamic-series.js
@@ -0,0 +1,72 @@
+
+var option = {
+    baseOption: {
+        timeline: {
+            axisType: 'category',
+            // realtime: false,
+            // loop: false,
+            autoPlay: false,
+            // currentIndex: 2,
+            playInterval: 1000,
+            controlStyle: {
+                stopIcon: 'image://data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAAAXNSR0IArs4c6QAAAGpJREFUWAntlkEKwDAIBKP+/znt82xrD6FIpSSHXDpCQBeXDXOyNQoCBQEz21T1eL7QivUuj/qkO1MTwUm6R3cvPbEw6tO3kJUaH4AABCAAAQhAAAIQgEBJQET2fJxe2udZPuvLWcz/IXACuUMWMJDzUAgAAAAASUVORK5CYII=',
+                playIcon: 'path://M41.365908,29.4271388 L41.3664843,29.4265626 L26.3794329,19.1497136 L26.3747509,19.1541315 C26.0642269,18.8592621 25.6429678,18.677793 25.1786824,18.677793 C24.2236284,18.677793 23.4494433,19.4443188 23.4494433,20.3905371 C23.4494433,20.910214 23.4270417,21.9276946 23.4494433,21.9056292 L23.4494433,30.6673861 L23.4494433,39.8901629 C23.4494433,39.8977982 23.4494433,40.4825908 23.4494433,40.9444991 C23.4494433,41.8901412 24.2236284,42.656691 25.1786824,42.656691 C25.6447205,42.656691 26.0677564,42.4740454 26.3782564,42.1764869 L26.3794329,42.1770872 L41.3664843,31.9005503 L41.3659081,31.8996379 C41.6917266,31.5882735 41.894997,31.1514078 41.894997,30.6670739 C41.894997,30.6658974 41.894997,30.6650091 41.894997,30.6635444 C41.894997,30.6623679 41.894997,30.6609273 41.894997,30.6600389 C41.894997,30.175657 41.6917265,29.7384792 41.365908,29.4271388 Z'
+            },
+            replaceMerge: 'series',
+            data: [
+                '2 series', '3 series', '1 series'
+            ],
+        },
+        tooltip: {
+            trigger:'axis',
+            axisPointer: {
+                type: 'shadow'
+            }
+        },
+        legend: {},
+        calculable: true,
+        grid: {
+            top:80, bottom: 100
+        },
+        toolbox: {
+            left: 'center',
+            top: 30,
+            feature: {
+                dataZoom: {}
+            }
+        },
+        xAxis: {
+            type: 'category',
+            data: ['CityB', 'CityT', 'CityH', 'CityS'],
+            splitLine: {show: false}
+        },
+        yAxis: [
+            {
+                type: 'value',
+                name: 'GDP'
+            }
+        ],
+        series: [
+        ]
+    },
+    options: [
+        {
+            series: [
+                {name: 'a', type: 'bar', data: [12, 33, 44, 55]},
+                {name: 'b', type: 'bar', data: [55, 66, 77, 88]},
+            ]
+        },
+        {
+            series : [
+                {name: 'a', type: 'bar', data: [22, 33, 44, 55]},
+                {name: 'b', type: 'bar', data: [55, 66, 77, 88]},
+                {name: 'c', type: 'bar', data: [55, 66, 77, 88]}
+            ]
+        },
+        {
+            series : [
+                {name: 'b', type: 'bar', data: [55, 66, 77, 88]}
+            ]
+        }
+    ]
+};
diff --git a/public/data/doc-example/value-animation-simple.js b/public/data/doc-example/value-animation-simple.js
new file mode 100644
index 0000000..fe79dcb
--- /dev/null
+++ b/public/data/doc-example/value-animation-simple.js
@@ -0,0 +1,60 @@
+var Y_MAX = 1000;
+var UPDATE_DURATION = 3000;
+var initVal = makeRandomValue();
+
+option = {
+    xAxis: {
+        data: ['a'],
+        axisLabel: { show: false }
+    },
+    yAxis: {
+        max: Y_MAX
+    },
+    legend: {
+        bottom: 10
+    },
+    series: [{
+        name: 'valueAnimation: true',
+        type: 'bar',
+        data: [initVal],
+        label: {
+            show: true,
+            valueAnimation: true,
+            position: 'top',
+            fontSize: 40
+        },
+        barWidth: 20,
+        barGap: '1000%',
+        barCategoryGap: 200,
+        animationDurationUpdate: UPDATE_DURATION * 0.7,
+        animationEasingUpdate: 'linear'
+    }, {
+        name: 'valueAnimation: false',
+        type: 'bar',
+        data: [initVal],
+        label: {
+            show: true,
+            valueAnimation: false,
+            position: 'top',
+            fontSize: 40
+        },
+        barWidth: 20,
+        animationDurationUpdate: UPDATE_DURATION * 0.7,
+        animationEasingUpdate: 'linear'
+    }],
+};
+
+setInterval(function () {
+    var newVal = makeRandomValue();
+    myChart.setOption({
+        series: [{
+            data: [newVal]
+        }, {
+            data: [newVal]
+        }]
+    });
+}, UPDATE_DURATION);
+
+function makeRandomValue() {
+    return Math.round(Math.random() * Y_MAX);
+}
\ No newline at end of file
diff --git a/public/data/gauge-progress.js b/public/data/gauge-progress.js
index 307ac09..a4add90 100644
--- a/public/data/gauge-progress.js
+++ b/public/data/gauge-progress.js
@@ -66,7 +66,7 @@
             borderWidth: 2,
             width: '60%',
             lineHeight: 40,
-            height: '15%',
+            height: 40,
             borderRadius: 8,
             offsetCenter: [0, '35%'],
             valueAnimation: true,
diff --git a/public/data/gauge-simple.js b/public/data/gauge-simple.js
index 80b2a86..0921e43 100644
--- a/public/data/gauge-simple.js
+++ b/public/data/gauge-simple.js
@@ -12,6 +12,9 @@
     series: [{
         name: 'Pressure',
         type: 'gauge',
+        progress: {
+            show: true
+        },
         detail: {
             valueAnimation: true,
             formatter: '{value}'
diff --git a/public/data/heatmap-cartesian.js b/public/data/heatmap-cartesian.js
index 0d5bc23..2edf810 100644
--- a/public/data/heatmap-cartesian.js
+++ b/public/data/heatmap-cartesian.js
@@ -22,7 +22,6 @@
     tooltip: {
         position: 'top'
     },
-    animation: false,
     grid: {
         height: '50%',
         top: '10%'
diff --git a/public/data/line-gradient.js b/public/data/line-gradient.js
index 73e83f1..b5122ef 100644
--- a/public/data/line-gradient.js
+++ b/public/data/line-gradient.js
@@ -6,7 +6,7 @@
 */
 
 
-data = [["2000-06-05",116],["2000-06-06",129],["2000-06-07",135],["2000-06-08",86],["2000-06-09",73],["2000-06-10",85],["2000-06-11",73],["2000-06-12",68],["2000-06-13",92],["2000-06-14",130],["2000-06-15",245],["2000-06-16",139],["2000-06-17",115],["2000-06-18",111],["2000-06-19",309],["2000-06-20",206],["2000-06-21",137],["2000-06-22",128],["2000-06-23",85],["2000-06-24",94],["2000-06-25",71],["2000-06-26",106],["2000-06-27",84],["2000-06-28",93],["2000-06-29",85],["2000-06-30",73],["2000-07-01",83],["2000-07-02",125],["2000-07-03",107],["2000-07-04",82],["2000-07-05",44],["2000-07-06",72],["2000-07-07",106],["2000-07-08",107],["2000-07-09",66],["2000-07-10",91],["2000-07-11",92],["2000-07-12",113],["2000-07-13",107],["2000-07-14",131],["2000-07-15",111],["2000-07-16",64],["2000-07-17",69],["2000-07-18",88],["2000-07-19",77],["2000-07-20",83],["2000-07-21",111],["2000-07-22",57],["2000-07-23",55],["2000-07-24",60]];
+var data = [["2000-06-05",116],["2000-06-06",129],["2000-06-07",135],["2000-06-08",86],["2000-06-09",73],["2000-06-10",85],["2000-06-11",73],["2000-06-12",68],["2000-06-13",92],["2000-06-14",130],["2000-06-15",245],["2000-06-16",139],["2000-06-17",115],["2000-06-18",111],["2000-06-19",309],["2000-06-20",206],["2000-06-21",137],["2000-06-22",128],["2000-06-23",85],["2000-06-24",94],["2000-06-25",71],["2000-06-26",106],["2000-06-27",84],["2000-06-28",93],["2000-06-29",85],["2000-06-30",73],["2000-07-01",83],["2000-07-02",125],["2000-07-03",107],["2000-07-04",82],["2000-07-05",44],["2000-07-06",72],["2000-07-07",106],["2000-07-08",107],["2000-07-09",66],["2000-07-10",91],["2000-07-11",92],["2000-07-12",113],["2000-07-13",107],["2000-07-14",131],["2000-07-15",111],["2000-07-16",64],["2000-07-17",69],["2000-07-18",88],["2000-07-19",77],["2000-07-20",83],["2000-07-21",111],["2000-07-22",57],["2000-07-23",55],["2000-07-24",60]];
 
 var dateList = data.map(function (item) {
     return item[0];
diff --git a/public/data/line-race.js b/public/data/line-race.js
index d9948e6..196ad4f 100644
--- a/public/data/line-race.js
+++ b/public/data/line-race.js
@@ -34,6 +34,7 @@
             type: 'line',
             datasetId: datasetId,
             showSymbol: false,
+            name: country,
             endLabel: {
                 show: true,
                 formatter: function (params) {
@@ -43,6 +44,9 @@
             labelLayout: {
                 moveOverlap: 'shiftY'
             },
+            emphasis: {
+                focus: 'series'
+            },
             encode: {
                 x: 'Year',
                 y: 'Income',
@@ -63,6 +67,7 @@
             text: 'Income of Germany and France since 1950'
         },
         tooltip: {
+            order: 'valueDesc',
             trigger: 'axis'
         },
         xAxis: {
diff --git a/public/data/pie-borderRadius.js b/public/data/pie-borderRadius.js
index f16a25c..b656b48 100644
--- a/public/data/pie-borderRadius.js
+++ b/public/data/pie-borderRadius.js
@@ -7,8 +7,7 @@
 
 option = {
     tooltip: {
-        trigger: 'item',
-        formatter: '{a} <br/>{b}: {c} ({d}%)'
+        trigger: 'item'
     },
     legend: {
         top: '5%',
diff --git a/public/data/pie-custom.js b/public/data/pie-custom.js
index 0efe9e1..f0fb03f 100644
--- a/public/data/pie-custom.js
+++ b/public/data/pie-custom.js
@@ -6,18 +6,19 @@
 */
 
 option = {
+    backgroundColor: '#2c343c',
+
     title: {
-        text: '喜欢的电影类型',
+        text: 'Customized Pie',
         left: 'center',
         top: 20,
         textStyle: {
-            fontSize: 24
+            color: '#ccc'
         }
-
     },
+
     tooltip: {
-        trigger: 'item',
-        formatter: '{a} <br/>{b} : {c} ({d}%)'
+        trigger: 'item'
     },
 
     visualMap: {
@@ -30,32 +31,35 @@
     },
     series: [
         {
+            name: '访问来源',
             type: 'pie',
             radius: '55%',
             center: ['50%', '50%'],
             data: [
-                {value: 460, name: '浪漫'},
-                {value: 380, name: '动作'},
-                {value: 324, name: '文艺'},
-                {value: 265, name: '喜剧'},
-                {value: 230, name: '其他'}
-            ].sort(function (a, b) {
-                return a.value - b.value;
-            }),
+                {value: 335, name: '直接访问'},
+                {value: 310, name: '邮件营销'},
+                {value: 274, name: '联盟广告'},
+                {value: 235, name: '视频广告'},
+                {value: 400, name: '搜索引擎'}
+            ].sort(function (a, b) { return a.value - b.value; }),
             roseType: 'radius',
             label: {
-                fontSize: 14
+                color: 'rgba(255, 255, 255, 0.3)'
             },
             labelLine: {
+                lineStyle: {
+                    color: 'rgba(255, 255, 255, 0.3)'
+                },
                 smooth: 0.2,
-                length: 20,
-                length2: 100
+                length: 10,
+                length2: 20
             },
             itemStyle: {
                 color: '#c23531',
-                shadowBlur: 20,
-                shadowColor: 'rgba(91, 12, 10, 0.5)'
+                shadowBlur: 200,
+                shadowColor: 'rgba(0, 0, 0, 0.5)'
             },
+
             animationType: 'scale',
             animationEasing: 'elasticOut',
             animationDelay: function (idx) {
diff --git a/public/data/pie-doughnut.js b/public/data/pie-doughnut.js
index e4e0efe..7b8d821 100644
--- a/public/data/pie-doughnut.js
+++ b/public/data/pie-doughnut.js
@@ -7,12 +7,11 @@
 
 option = {
     tooltip: {
-        trigger: 'item',
-        formatter: '{a} <br/>{b}: {c} ({d}%)'
+        trigger: 'item'
     },
     legend: {
         top: '5%',
-        left: 'center',
+        left: 'center'
     },
     series: [
         {
diff --git a/public/data/pie-labelLine-adjust.js b/public/data/pie-labelLine-adjust.js
index 4fc81e0..df8b9ce 100644
--- a/public/data/pie-labelLine-adjust.js
+++ b/public/data/pie-labelLine-adjust.js
@@ -37,7 +37,6 @@
 ];
 
 option = {
-    // color: ['#1B2550', '#2A3566', '#2B3C87', '#4853A7', '#858ED8', '#858ED8', '#A3ABEE'],
     title: {
         text: '阅读书籍分布',
         left: 'center',
diff --git a/public/data/pie-simple.js b/public/data/pie-simple.js
index 88a9c2d..38974fb 100644
--- a/public/data/pie-simple.js
+++ b/public/data/pie-simple.js
@@ -12,8 +12,7 @@
         left: 'center'
     },
     tooltip: {
-        trigger: 'item',
-        formatter: '{a} <br/>{b} : {c} ({d}%)'
+        trigger: 'item'
     },
     legend: {
         orient: 'vertical',
diff --git a/public/data/sankey-vertical.js b/public/data/sankey-vertical.js
index eb76f8e..9abcad7 100644
--- a/public/data/sankey-vertical.js
+++ b/public/data/sankey-vertical.js
@@ -6,9 +6,6 @@
 */
 
 option = {
-    color: [
-        '#67001f', '#b2182b', '#d6604d', '#f4a582', '#fddbc7', '#d1e5f0', '#92c5de', '#4393c3', '#2166ac', '#053061'
-    ],
     tooltip: {
         trigger: 'item',
         triggerOn: 'mousemove'
diff --git a/public/data/scatter-clustering.js b/public/data/scatter-clustering.js
index 3a6715c..e31ede1 100644
--- a/public/data/scatter-clustering.js
+++ b/public/data/scatter-clustering.js
@@ -91,7 +91,7 @@
     }, {
         transform: {
             type: 'ecStat:clustering',
-            print: true,
+            // print: true,
             config: {
                 clusterCount: CLUSTER_COUNT,
                 outputType: 'single',
diff --git a/public/data/scatter-polar-punchCard.js b/public/data/scatter-polar-punchCard.js
index 9b7741e..61d7a25 100644
--- a/public/data/scatter-polar-punchCard.js
+++ b/public/data/scatter-polar-punchCard.js
@@ -17,8 +17,7 @@
 
 option = {
     title: {
-        text: 'Punch Card of Github',
-        link: 'https://github.com/pissang/echarts-next/graphs/punch-card'
+        text: 'Punch Card of Github'
     },
     legend: {
         data: ['Punch Card'],
diff --git a/public/data/scatter-punchCard.js b/public/data/scatter-punchCard.js
index 66faea8..72d1365 100644
--- a/public/data/scatter-punchCard.js
+++ b/public/data/scatter-punchCard.js
@@ -20,8 +20,7 @@
 
 option = {
     title: {
-        text: 'Punch Card of Github',
-        link: 'https://github.com/pissang/echarts-next/graphs/punch-card'
+        text: 'Punch Card of Github'
     },
     legend: {
         data: ['Punch Card'],
diff --git a/public/data/thumb-dark/area-basic.jpg b/public/data/thumb-dark/area-basic.jpg
deleted file mode 100644
index c9720c9..0000000
--- a/public/data/thumb-dark/area-basic.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb-dark/area-basic.png b/public/data/thumb-dark/area-basic.png
index cd75e2b..6fdbacb 100644
--- a/public/data/thumb-dark/area-basic.png
+++ b/public/data/thumb-dark/area-basic.png
Binary files differ
diff --git a/public/data/thumb-dark/area-basic.webp b/public/data/thumb-dark/area-basic.webp
index e886ee9..d211d42 100644
--- a/public/data/thumb-dark/area-basic.webp
+++ b/public/data/thumb-dark/area-basic.webp
Binary files differ
diff --git a/public/data/thumb-dark/area-pieces.jpg b/public/data/thumb-dark/area-pieces.jpg
deleted file mode 100644
index cd585e4..0000000
--- a/public/data/thumb-dark/area-pieces.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb-dark/area-rainfall.jpg b/public/data/thumb-dark/area-rainfall.jpg
deleted file mode 100644
index 489b44e..0000000
--- a/public/data/thumb-dark/area-rainfall.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb-dark/area-simple.jpg b/public/data/thumb-dark/area-simple.jpg
deleted file mode 100644
index aadb898..0000000
--- a/public/data/thumb-dark/area-simple.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb-dark/area-stack.jpg b/public/data/thumb-dark/area-stack.jpg
deleted file mode 100644
index 3f6e060..0000000
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--- a/public/data/thumb/sunburst-label-rotate.jpg
+++ /dev/null
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diff --git a/public/data/thumb/sunburst-monochrome.jpg b/public/data/thumb/sunburst-monochrome.jpg
deleted file mode 100644
index d75f782..0000000
--- a/public/data/thumb/sunburst-monochrome.jpg
+++ /dev/null
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diff --git a/public/data/thumb/sunburst-simple.jpg b/public/data/thumb/sunburst-simple.jpg
deleted file mode 100644
index 5ad7622..0000000
--- a/public/data/thumb/sunburst-simple.jpg
+++ /dev/null
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diff --git a/public/data/thumb/sunburst-visualMap.jpg b/public/data/thumb/sunburst-visualMap.jpg
deleted file mode 100644
index 66fdb96..0000000
--- a/public/data/thumb/sunburst-visualMap.jpg
+++ /dev/null
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diff --git a/public/data/thumb/themeRiver-basic.jpg b/public/data/thumb/themeRiver-basic.jpg
deleted file mode 100644
index 2900906..0000000
--- a/public/data/thumb/themeRiver-basic.jpg
+++ /dev/null
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diff --git a/public/data/thumb/themeRiver-lastfm.jpg b/public/data/thumb/themeRiver-lastfm.jpg
deleted file mode 100644
index f215ff0..0000000
--- a/public/data/thumb/themeRiver-lastfm.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/tree-basic.jpg b/public/data/thumb/tree-basic.jpg
deleted file mode 100644
index aa19f28..0000000
--- a/public/data/thumb/tree-basic.jpg
+++ /dev/null
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diff --git a/public/data/thumb/tree-legend.jpg b/public/data/thumb/tree-legend.jpg
deleted file mode 100644
index e47d0db..0000000
--- a/public/data/thumb/tree-legend.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/tree-orient-bottom-top.jpg b/public/data/thumb/tree-orient-bottom-top.jpg
deleted file mode 100644
index 30b3d63..0000000
--- a/public/data/thumb/tree-orient-bottom-top.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/tree-orient-right-left.jpg b/public/data/thumb/tree-orient-right-left.jpg
deleted file mode 100644
index 173cc9b..0000000
--- a/public/data/thumb/tree-orient-right-left.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/tree-polyline.jpg b/public/data/thumb/tree-polyline.jpg
deleted file mode 100644
index 4f93eff..0000000
--- a/public/data/thumb/tree-polyline.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/tree-radial.jpg b/public/data/thumb/tree-radial.jpg
deleted file mode 100644
index 9befafc..0000000
--- a/public/data/thumb/tree-radial.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/tree-vertical.jpg b/public/data/thumb/tree-vertical.jpg
deleted file mode 100644
index cf271eb..0000000
--- a/public/data/thumb/tree-vertical.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/treemap-disk.jpg b/public/data/thumb/treemap-disk.jpg
deleted file mode 100644
index 6658ab4..0000000
--- a/public/data/thumb/treemap-disk.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/treemap-drill-down.jpg b/public/data/thumb/treemap-drill-down.jpg
deleted file mode 100644
index a9f1540..0000000
--- a/public/data/thumb/treemap-drill-down.jpg
+++ /dev/null
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diff --git a/public/data/thumb/treemap-obama.jpg b/public/data/thumb/treemap-obama.jpg
deleted file mode 100644
index 278bacc..0000000
--- a/public/data/thumb/treemap-obama.jpg
+++ /dev/null
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diff --git a/public/data/thumb/treemap-show-parent.jpg b/public/data/thumb/treemap-show-parent.jpg
deleted file mode 100644
index ded9568..0000000
--- a/public/data/thumb/treemap-show-parent.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/treemap-simple.jpg b/public/data/thumb/treemap-simple.jpg
deleted file mode 100644
index e45a22d..0000000
--- a/public/data/thumb/treemap-simple.jpg
+++ /dev/null
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diff --git a/public/data/thumb/treemap-visual.jpg b/public/data/thumb/treemap-visual.jpg
deleted file mode 100644
index 2dd5fba..0000000
--- a/public/data/thumb/treemap-visual.jpg
+++ /dev/null
Binary files differ
diff --git a/public/data/thumb/watermark.jpg b/public/data/thumb/watermark.jpg
deleted file mode 100644
index 87119ff..0000000
--- a/public/data/thumb/watermark.jpg
+++ /dev/null
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diff --git a/public/data/thumb/wind-barb.jpg b/public/data/thumb/wind-barb.jpg
deleted file mode 100644
index a51a483..0000000
--- a/public/data/thumb/wind-barb.jpg
+++ /dev/null
Binary files differ
diff --git a/public/en/index.html b/public/en/index.html
index ce9241e..31a4ee6 100644
--- a/public/en/index.html
+++ b/public/en/index.html
@@ -13,31 +13,6 @@
             padding: 0;
         }
 
-        ::-webkit-scrollbar {
-            height: 8px;
-            width: 8px;
-            -webkit-transition: all 0.3s ease-in-out;
-            transition: all 0.3s ease-in-out;
-            border-radius: 2px
-        }
-
-        ::-webkit-scrollbar-button {
-            display: none
-        }
-
-        ::-webkit-scrollbar-thumb {
-            width: 8px;
-            min-height: 15px;
-            background: rgba(50, 50, 50, 0.3) !important;
-            -webkit-transition: all 0.3s ease-in-out;
-            transition: all 0.3s ease-in-out;
-            border-radius: 2px
-        }
-
-        ::-webkit-scrollbar-thumb:hover {
-            background: rgba(0, 0, 0, 0.5) !important
-        }
-
     </style>
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/bootstrap@3.4.1/dist/css/bootstrap.min.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/element-ui@2.13.2/lib/theme-chalk/index.css">
diff --git a/public/screenshot.html b/public/screenshot.html
deleted file mode 100644
index 18208c6..0000000
--- a/public/screenshot.html
+++ /dev/null
@@ -1,132 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/jquery@2.2.4/dist/jquery.min.js"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/bootstrap@3.3.7/dist/js/bootstrap.min.js"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/lodash@3.10.1/index.min.js"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/dat.gui@0.6.5/build/dat.gui.min.js"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5.0.0-beta.2/dist/echarts.js"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5.0.0-beta.2/map/js/china.js?_v_=1510583857922"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5.0.0-beta.2/map/js/world.js?_v_=1510583857922"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5.0.0-beta.2/dist/extension/dataTool.js?_v_=1510583857922"></script>
-    <script type="text/javascript" src="http://api.map.baidu.com/api?v=2.0&amp;ak=KOmVjPVUAey1G2E8zNhPiuQ6QiEmAwZu"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5.0.0-beta.2/dist/extension/bmap.js?_v_=1510583857922"></script>
-    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts-stat@latest/dist/ecStat.min.js"></script>
-    <script type="text/javascript" src="../tool/seedrandom.js"></script>
-    <style>
-        html, body {
-            margin: 0;
-            overflow: hidden;
-        }
-        #viewport {
-            position: absolute;
-            left: 0px;
-            top: 0px;
-            right: 0px;
-            bottom: 0px;
-        }
-    </style>
-</head>
-<body>
-<div id="viewport"></div>
-<script>
-    // Params parser
-    var params = {};
-    (location.search || '').substr(1).split('&').forEach(function (item) {
-        var kv = item.split('=');
-        params[kv[0]] = kv[1];
-    });
-
-    var myChart = echarts.init(document.getElementById('viewport'), params.t || null);
-    var app = {};
-</script>
-<script>
-    var myrng = new Math.seedrandom('echarts');
-    Math.random = function () {
-        return myrng();
-    };
-
-    $.getJSON = function (url, cb) {
-        const deferred = $.Deferred();
-        readLocalFile(url).then(data => {
-            data = JSON.parse(data);
-            cb && cb(data);
-
-            deferred.resolve([data]);
-        });
-        return deferred;
-    }
-
-    $.get = function (url, cb) {
-        const deferred = $.Deferred();
-        readLocalFile(url).then(data => {
-            try {
-                data = JSON.parse(data);
-            }
-            catch(e) {}
-
-            cb(data);
-            deferred.resolve([data]);
-        });
-        return deferred;
-    }
-
-    function addComponentPadding(componentOpt) {
-        if (!componentOpt) {
-            return;
-        }
-        if (!(componentOpt instanceof Array)) {
-            componentOpt = [componentOpt];
-        }
-        componentOpt.forEach(function (opt) {
-            if (!opt.padding) {
-                opt.padding = 15;
-            }
-        });
-    }
-
-    echarts.registerPreprocessor(function (option) {
-        option.animation = false;
-        // option.textStyle = {
-        //     fontSize: 14
-        // };
-        if (option.series) {
-            if (!(option.series instanceof Array)) {
-                option.series = [option.series];
-            }
-            option.series.forEach(function (seriesOpt) {
-                if (seriesOpt.type === 'graph') {
-                    seriesOpt.force = seriesOpt.force || {};
-                    seriesOpt.force.layoutAnimation = false;
-                }
-                seriesOpt.progressive = 1e5;
-                seriesOpt.animation = false;
-            });
-        }
-        addComponentPadding(option.title);
-        addComponentPadding(option.legend);
-        addComponentPadding(option.toolbox);
-    });
-
-    if (params.c) {
-        if (!window.ROOT_PATH) {
-            // When visiting `screenshot.html` In browser.
-            console.error('No ROOT_PATH specified. Use default ROOT_PATH "."');
-            window.ROOT_PATH = '.';
-        }
-        var sourceFolder = params.s || 'data';
-        var scriptTag = document.createElement('script');
-        scriptTag.async = false;
-        scriptTag.src = `./${sourceFolder}/${params.c}.js`
-        document.body.appendChild(scriptTag);
-
-        scriptTag.onload = function () {
-            if (typeof option !== 'undefined' && option) {
-                myChart.setOption(option);
-            }
-        }
-    }
-</script>
-</body>
-</html>
\ No newline at end of file
diff --git a/public/zh/index.html b/public/zh/index.html
index 6198bce..4d534de 100644
--- a/public/zh/index.html
+++ b/public/zh/index.html
@@ -13,31 +13,6 @@
             padding: 0;
         }
 
-        ::-webkit-scrollbar {
-            height: 8px;
-            width: 8px;
-            -webkit-transition: all 0.3s ease-in-out;
-            transition: all 0.3s ease-in-out;
-            border-radius: 2px
-        }
-
-        ::-webkit-scrollbar-button {
-            display: none
-        }
-
-        ::-webkit-scrollbar-thumb {
-            width: 8px;
-            min-height: 15px;
-            background: rgba(50, 50, 50, 0.3) !important;
-            -webkit-transition: all 0.3s ease-in-out;
-            transition: all 0.3s ease-in-out;
-            border-radius: 2px
-        }
-
-        ::-webkit-scrollbar-thumb:hover {
-            background: rgba(0, 0, 0, 0.5) !important
-        }
-
     </style>
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/bootstrap@3.4.1/dist/css/bootstrap.min.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/element-ui@2.13.2/lib/theme-chalk/index.css">
diff --git a/src/asset/chart-icon.png b/src/asset/chart-icon.png
deleted file mode 100644
index d0fc8a3..0000000
--- a/src/asset/chart-icon.png
+++ /dev/null
Binary files differ
diff --git a/src/asset/chart-icon.psd b/src/asset/chart-icon.psd
deleted file mode 100644
index c2fbf5e..0000000
--- a/src/asset/chart-icon.psd
+++ /dev/null
Binary files differ
diff --git a/src/asset/icon/bar.svg b/src/asset/icon/bar.svg
new file mode 100644
index 0000000..c77a317
--- /dev/null
+++ b/src/asset/icon/bar.svg
@@ -0,0 +1,11 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="175px" height="138px" viewBox="0 0 175 138" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com -->
+    <title>bar</title>
+    <desc>Created with Sketch.</desc>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="bar" fill="#5067A2" fill-rule="nonzero">
+            <path d="M121.488231,0 L102.050114,0 C99.36627,-1.1969592e-16 97.1905846,2.17568537 97.1905846,4.85952929 L97.1905846,133.140471 C97.1905846,135.824315 99.36627,138 102.050114,138 L121.488231,138 C124.172075,138 126.34776,135.824315 126.34776,133.140471 L126.34776,4.85952929 C126.34776,2.17568537 124.172075,1.1969592e-16 121.488231,0 Z M170.083523,30.1571753 L150.645406,30.1571753 C147.961562,30.1571753 145.785877,32.3328607 145.785877,35.0167046 L145.785877,132.207289 C145.785877,134.891133 147.961562,137.066819 150.645406,137.066819 L170.083523,137.066819 C172.767367,137.066819 174.943052,134.891133 174.943052,132.207289 L174.943052,35.0167046 C174.943052,32.3328607 172.767367,30.1571753 170.083523,30.1571753 Z M53.4548215,39.8762339 C50.7709777,39.876234 48.5952924,42.0519193 48.5952924,44.7357631 L48.5952924,132.207289 C48.5952924,134.891133 50.7709777,137.066818 53.4548215,137.066819 L72.8929386,137.066819 C75.5767824,137.066818 77.7524677,134.891133 77.7524677,132.207289 L77.7524677,44.7357631 C77.7524676,42.0519193 75.5767824,39.876234 72.8929386,39.8762339 L53.4548215,39.8762339 Z M29.1571753,67.17388 L29.1571753,132.207289 C29.1571753,134.891133 26.9814901,137.066818 24.2976462,137.066819 L4.85952929,137.066819 C2.17568537,137.066819 3.28676086e-16,134.891133 0,132.207289 L0,67.17388 C7.33863613e-08,64.4900361 2.17568542,62.3143508 4.85952929,62.3143508 L24.2976462,62.3143508 C26.98149,62.3143509 29.1571753,64.4900362 29.1571753,67.17388 Z" id="Shape"></path>
+        </g>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/src/asset/icon/boxplot.svg b/src/asset/icon/boxplot.svg
new file mode 100644
index 0000000..c84f920
--- /dev/null
+++ b/src/asset/icon/boxplot.svg
@@ -0,0 +1,11 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="175px" height="98px" viewBox="0 0 175 98" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com -->
+    <title>boxplot</title>
+    <desc>Created with Sketch.</desc>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="boxplot" fill="#5067A2" fill-rule="nonzero">
+            <path d="M165.206074,4.85900217 L165.206074,43.7310195 L145.770065,43.7310195 L145.770065,14.5770065 C145.770065,11.8934537 143.594616,9.71800434 140.911063,9.71800434 L72.8850325,9.71800434 C70.2014797,9.71800434 68.0260304,11.8934537 68.0260304,14.5770065 L68.0260304,82.6030369 C68.0260304,85.2865897 70.2014797,87.462039 72.8850325,87.462039 L140.911063,87.462039 C143.594616,87.462039 145.770065,85.2865897 145.770065,82.6030369 L145.770065,53.4490239 L165.206074,53.4490239 L165.206074,92.3210412 C165.206074,95.004594 167.381523,97.1800434 170.065076,97.1800434 C172.748629,97.1800434 174.924078,95.004594 174.924078,92.3210412 L174.924078,4.85900217 C174.924078,2.17544937 172.748629,1.43751749e-14 170.065076,1.42108547e-14 C167.381523,-1.05827854e-15 165.206074,2.17544937 165.206074,4.85900217 Z M58.308026,14.5770065 L58.308026,82.6030369 C58.308026,83.8917244 57.7960969,85.1276306 56.8848572,86.0388703 C55.9736176,86.9501099 54.7377114,87.462039 53.4490239,87.462039 L34.0130152,87.462039 C31.3294624,87.462039 29.154013,85.2865897 29.154013,82.6030369 L29.154013,53.4490239 L9.71800434,53.4490239 L9.71800434,92.3210412 C9.71800434,95.004594 7.54255497,97.1800434 4.85900217,97.1800434 C2.17544937,97.1800434 3.28640434e-16,95.004594 0,92.3210412 L0,4.85900217 C-3.28640434e-16,2.17544937 2.17544937,4.31255248e-14 4.85900217,4.26325641e-14 C7.54255497,4.21396035e-14 9.71800434,2.17544937 9.71800434,4.85900217 L9.71800434,43.7310195 L29.154013,43.7310195 L29.154013,14.5770065 C29.154013,11.8934537 31.3294624,9.71800434 34.0130152,9.71800434 L53.4490239,9.71800434 C56.1325767,9.71800434 58.308026,11.8934537 58.308026,14.5770065 L58.308026,14.5770065 Z" id="Shape"></path>
+        </g>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/src/asset/icon/calendar.svg b/src/asset/icon/calendar.svg
new file mode 100644
index 0000000..544d591
--- /dev/null
+++ b/src/asset/icon/calendar.svg
@@ -0,0 +1,11 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="164px" height="138px" viewBox="0 0 164 138" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com -->
+    <title>calendar </title>
+    <desc>Created with Sketch.</desc>
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+        <g id="calendar-" transform="translate(-0.500000, -0.315789)" fill="#5067A2" fill-rule="nonzero">
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index 0000000..fee8251
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new file mode 100644
index 0000000..f0013fe
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diff --git a/src/asset/icon/dataset.svg b/src/asset/icon/dataset.svg
new file mode 100644
index 0000000..39be190
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diff --git a/src/asset/icon/funnel.svg b/src/asset/icon/funnel.svg
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index 0000000..dd0ab02
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diff --git a/src/asset/icon/gauge.svg b/src/asset/icon/gauge.svg
new file mode 100644
index 0000000..71d2bb2
--- /dev/null
+++ b/src/asset/icon/gauge.svg
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diff --git a/src/asset/icon/geo.svg b/src/asset/icon/geo.svg
new file mode 100644
index 0000000..4e46613
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+++ b/src/asset/icon/geo.svg
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diff --git a/src/asset/icon/gl.svg b/src/asset/icon/gl.svg
new file mode 100644
index 0000000..ddc0d51
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diff --git a/src/asset/icon/graph.svg b/src/asset/icon/graph.svg
new file mode 100644
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diff --git a/src/asset/icon/heatmap.svg b/src/asset/icon/heatmap.svg
new file mode 100644
index 0000000..63be1a7
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diff --git a/src/asset/icon/line.svg b/src/asset/icon/line.svg
new file mode 100644
index 0000000..daeb425
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+++ b/src/asset/icon/line.svg
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+    <title>line</title>
+    <desc>Created with Sketch.</desc>
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+        <g id="line" fill="#5067A2" fill-rule="nonzero">
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diff --git a/src/asset/icon/lines.svg b/src/asset/icon/lines.svg
new file mode 100644
index 0000000..e17d855
--- /dev/null
+++ b/src/asset/icon/lines.svg
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+    <title>lines</title>
+    <desc>Created with Sketch.</desc>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="lines" fill="#5067A2" fill-rule="nonzero">
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diff --git a/src/asset/icon/map.svg b/src/asset/icon/map.svg
new file mode 100644
index 0000000..4e46613
--- /dev/null
+++ b/src/asset/icon/map.svg
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+    <title>geo</title>
+    <desc>Created with Sketch.</desc>
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+    </g>
+</svg>
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diff --git a/src/asset/icon/parallel.svg b/src/asset/icon/parallel.svg
new file mode 100644
index 0000000..bc9fa98
--- /dev/null
+++ b/src/asset/icon/parallel.svg
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+    <title>parallel</title>
+    <desc>Created with Sketch.</desc>
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new file mode 100644
index 0000000..dfc71c6
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diff --git a/src/asset/icon/pie.svg b/src/asset/icon/pie.svg
new file mode 100644
index 0000000..f64a9bc
--- /dev/null
+++ b/src/asset/icon/pie.svg
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+    <title>pie (2)</title>
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diff --git a/src/asset/icon/radar.svg b/src/asset/icon/radar.svg
new file mode 100644
index 0000000..d61f5ce
--- /dev/null
+++ b/src/asset/icon/radar.svg
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diff --git a/src/asset/icon/rich.svg b/src/asset/icon/rich.svg
new file mode 100644
index 0000000..18bfbec
--- /dev/null
+++ b/src/asset/icon/rich.svg
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diff --git a/src/asset/icon/sankey.svg b/src/asset/icon/sankey.svg
new file mode 100644
index 0000000..97144e8
--- /dev/null
+++ b/src/asset/icon/sankey.svg
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+    <title>sankey</title>
+    <desc>Created with Sketch.</desc>
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+            <path d="M4.9275627,42.5798026 C5.20117275,42.5813119 5.47437729,42.5585448 5.74396361,42.5117692 C10.5811329,41.6686599 15.2612908,40.0922201 19.6227791,37.836902 C26.4649962,34.328322 32.1798026,30.0130599 43.8718299,30.0130599 C55.5638572,30.0130599 63.7861807,41.3940774 79.5602127,41.4912681 C95.3342445,41.5787397 96.9864845,31.7333333 115.384662,31.7333333 C132.976158,31.7333333 137.621868,44.6208049 153.6,45.4566438 C160.490812,45.8162491 166.6041,44.9318147 171.930144,42.7936218 C173.778744,42.0602993 174.992296,40.2727177 174.991648,38.2839788 L174.991648,26.7960517 C174.987486,25.3270305 174.319017,23.9387356 173.173189,23.0194311 C172.027362,22.1001266 170.527173,21.7484925 169.092179,22.0628701 C165.933485,22.7529233 162.084738,22.8403949 157.5265,22.3155656 C145.533181,20.9160213 134.676993,5.82232335 119.476386,5.82232348 C102.788762,5.82232348 99.3093394,11.1678056 81.9899772,11.1678056 C64.6803341,11.1678056 59.6069856,0.126955258 43.8718299,0.126955258 C37.3211845,0.126955258 27.9422931,3.46059231 17.9025057,7.6009112 C12.9652241,9.65163256 8.49445708,10.8373576 4.50964317,11.1678056 C1.98627058,11.3754189 0.0451326562,13.4857192 0.0485952544,16.0176158 L0.0583143318,37.7202733 C0.0583143318,40.4027335 2.24510251,42.5798026 4.9275627,42.5798026 M170.132118,85.5283219 C169.634444,85.5282959 169.139638,85.6036638 168.664541,85.7518603 C162.658162,87.6665148 157.633409,88.7064541 153.551405,88.9008353 C139.342141,89.522855 131.343356,82.7583903 118.543356,82.7583903 C104.227183,82.7583903 97.8611998,94.1491269 80.444647,94.1491269 C61.0356872,94.1491269 52.3274108,84.1287775 42.4917236,84.1287775 C35.416249,84.1287775 28.7392558,88.7453303 19.9337889,92.9828398 C15.5893698,95.0627183 10.3507973,96.5594533 4.2083523,97.4438876 C1.81553905,97.7920745 0.0427391378,99.8465342 0.0485952544,102.264541 L0.0485952544,124.297646 C0.0496707163,125.687409 0.645723287,127.010209 1.68608385,127.931672 C2.72644442,128.853134 4.11154706,129.285071 5.491268,129.118299 C10.3313591,128.544875 15.142293,127.670159 19.9337889,126.513592 C29.8083523,124.132422 34.2305239,119.068793 42.4917236,118.388459 C54.5822323,117.397115 66.5658314,123.267426 82.4759302,121.323614 C98.386029,119.379803 106.3265,110.156416 120.273349,108.543052 C132.577676,107.12407 140.586181,111.293546 152.083827,110.030068 C159.995141,109.174791 166.81792,107.085194 172.552164,103.780714 C174.06095,102.911932 174.991067,101.303681 174.991648,99.5626424 L174.991648,90.3878512 C174.991648,87.7040073 172.815962,85.5283219 170.132118,85.5283219" id="Shape"></path>
+            <path d="M170.132118,55.1659834 C169.755896,55.1642513 169.380769,55.206657 169.014427,55.2923311 C163.386911,56.5597226 157.597804,56.9530934 151.850569,56.4586181 C133.889749,55.0007593 128.388762,42.7839029 114.655733,42.7839029 C103.264996,42.7839029 93.9249811,52.940319 79.7157175,52.5807138 C59.2668185,52.0656038 52.6578588,41.0733486 42.0738042,41.0733486 C35.5231587,41.0733486 26.5330296,47.0991647 20.6724373,49.7524677 C15.5296251,52.0293301 10.0450596,53.4382394 4.44160976,53.9219438 C1.94888222,54.1623556 0.0470459996,56.2577415 0.0485952544,58.762035 L0.0485952544,80.8242976 C0.0491745866,82.2971429 0.717699925,83.69025 1.86632297,84.6121711 C3.01494602,85.5340923 4.51970635,85.8853329 5.95778278,85.5671982 C11.10094,84.3721963 16.0531556,82.4685044 20.6724373,79.9107062 C28.3018983,75.7703873 34.249962,72.7866364 41.8016705,72.7866364 C56.6037965,72.7866364 63.1252849,82.7778284 79.3755505,82.7778284 C94.6441914,82.7778284 103.070615,71.5231587 117.639484,71.5231587 C132.208352,71.5231587 139.964161,77.2185269 150.314958,77.5295368 C156.48656,77.7044798 163.707821,76.0813971 171.988459,72.6408505 C173.80584,71.8896408 174.991328,70.1171628 174.991648,68.1506454 L174.991648,60.0255125 C174.991648,57.3416686 172.815962,55.1659834 170.132118,55.1659834" id="Path"></path>
+        </g>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/src/asset/icon/tree.svg b/src/asset/icon/tree.svg
new file mode 100644
index 0000000..8660dd5
--- /dev/null
+++ b/src/asset/icon/tree.svg
@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="174px" height="147px" viewBox="0 0 174 147" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com -->
+    <title>tree (1)</title>
+    <desc>Created with Sketch.</desc>
+    <defs>
+        <polygon id="path-1" points="2 4.69629167 172 4.69629167 172 146.375 2 146.375"></polygon>
+    </defs>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="tree-(1)">
+            <mask id="mask-2" fill="white">
+                <use xlink:href="#path-1"></use>
+            </mask>
+            <g id="path-1"></g>
+            <path d="M174,127.4965 C173.994333,137.928125 165.534,146.380667 155.101667,146.375708 C144.670042,146.370042 136.216792,137.909 136.222458,127.476667 C136.222458,127.470292 136.222458,127.464625 136.222458,127.45825 C136.226708,118.755667 142.117917,111.435042 150.127042,109.248417 L150.127042,80.2563333 L91.4625,80.2563333 L91.4625,109.120208 C99.7407917,111.126208 105.890542,118.582125 105.889125,127.476667 C105.889125,127.483042 105.889125,127.490125 105.889125,127.4965 C105.883458,137.928125 97.4224167,146.380667 86.9907917,146.375708 C76.5584583,146.370042 68.1059167,137.909 68.1115833,127.476667 C68.1122917,118.764875 74.0049167,111.440708 82.0182917,109.254083 L82.0182917,80.2563333 L23.3530417,80.2563333 L23.3530417,109.120917 C31.630625,111.127625 37.7789583,118.582833 37.77825,127.476667 C37.77825,127.478792 37.77825,127.480917 37.77825,127.483042 C37.776125,137.915375 29.3179167,146.37075 18.8862917,146.368625 C8.45395833,146.367208 -0.00141666667,137.909 0,127.476667 C0.00141666667,118.764167 5.89545833,111.439292 13.9088333,109.254083 L13.9088333,80.2563333 C13.9088333,75.0500833 18.1425417,70.812125 23.3530417,70.812125 L82.0182917,70.812125 L82.0182917,37.8179167 C74.0006667,35.6305833 68.106625,28.298625 68.1115833,19.58825 C68.1122917,9.15025 76.5705,0.694875 87.0028333,0.696291667 C97.4344583,0.697708333 105.890542,9.15591667 105.889125,19.58825 C105.889125,19.594625 105.889125,19.601 105.889125,19.607375 C105.884167,28.4976667 99.7358333,35.9465 91.4625,37.9517917 L91.4625,70.812125 L150.127042,70.812125 C155.337542,70.812125 159.57125,75.0500833 159.57125,80.2563333 L159.57125,109.113125 C167.853083,111.119125 174.00425,118.579292 174,127.476667 C174,127.483042 174,127.490125 174,127.4965 Z" id="Fill-1" fill="#5067A2" fill-rule="nonzero"></path>
+        </g>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/src/asset/icon/treemap.svg b/src/asset/icon/treemap.svg
new file mode 100644
index 0000000..d8f7b8a
--- /dev/null
+++ b/src/asset/icon/treemap.svg
@@ -0,0 +1,11 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="160px" height="132px" viewBox="0 0 160 132" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <!-- Generator: Sketch 53.2 (72643) - https://sketchapp.com -->
+    <title>treemap</title>
+    <desc>Created with Sketch.</desc>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="treemap" transform="translate(-0.500000, -0.095199)" fill="#5067A2" fill-rule="nonzero">
+            <path d="M84.9444444,79.2951993 L4.9444444,79.2951993 C2.48984554,79.2951993 0.5,81.2651464 0.5,83.6951993 L0.5,127.695199 C0.5,130.125252 2.48984554,132.095199 4.9444444,132.095199 L84.9444444,132.095199 C86.1231844,132.095199 87.2536462,131.631629 88.0871413,130.806469 C88.9206363,129.981309 89.3888889,128.862152 89.3888889,127.695199 L89.3888889,83.6951993 C89.3888889,82.5282467 88.9206363,81.4090895 88.0871413,80.5839295 C87.2536462,79.7587694 86.1231844,79.2951993 84.9444444,79.2951993 L84.9444444,79.2951993 Z M156.055556,105.695199 L102.722222,105.695199 C101.543482,105.695199 100.41302,106.158769 99.5795254,106.983929 C98.7460304,107.80909 98.2777777,108.928247 98.2777777,110.095199 L98.2777777,127.695199 C98.2777777,128.862152 98.7460304,129.981309 99.5795254,130.806469 C100.41302,131.631629 101.543482,132.095199 102.722222,132.095199 L156.055556,132.095199 C158.510154,132.095199 160.5,130.125252 160.5,127.695199 L160.5,110.095199 C160.5,107.665146 158.510154,105.695199 156.055556,105.695199 L156.055556,105.695199 Z M156.055556,61.6951994 L102.722222,61.6951994 C101.543482,61.6951994 100.41302,62.1587694 99.5795254,62.9839295 C98.7460304,63.8090896 98.2777777,64.9282468 98.2777777,66.0951993 L98.2777777,92.4951993 C98.2777777,93.6621519 98.7460304,94.7813091 99.5795254,95.6064692 C100.41302,96.4316293 101.543482,96.8951993 102.722222,96.8951993 L156.055556,96.8951993 C158.510154,96.8951993 160.5,94.9252522 160.5,92.4951993 L160.5,66.0951993 C160.5,63.6651465 158.510154,61.6951994 156.055556,61.6951994 L156.055556,61.6951994 Z M156.055556,0.0951993491 L102.722222,0.0951993491 C101.543482,0.0951993149 100.41302,0.558769393 99.5795254,1.38392945 C98.7460304,2.20908951 98.2777777,3.32824674 98.2777777,4.49519931 L98.2777777,48.4951994 C98.2777777,49.662152 98.7460304,50.7813092 99.5795254,51.6064692 C100.41302,52.4316293 101.543482,52.8951994 102.722222,52.8951993 L156.055556,52.8951993 C158.510154,52.8951993 160.5,50.9252523 160.5,48.4951994 L160.5,4.49519931 C160.5,2.06514643 158.510154,0.0951993491 156.055556,0.0951993491 L156.055556,0.0951993491 Z M89.3888889,4.49519931 L89.3888889,66.0951993 C89.3888889,67.2621519 88.9206363,68.3813091 88.0871413,69.2064692 C87.2536462,70.0316293 86.1231844,70.4951993 84.9444444,70.4951993 L4.9444444,70.4951993 C2.48984554,70.4951993 0.5,68.5252522 0.5,66.0951993 L0.5,4.49519931 C0.5,2.06514643 2.48984554,0.0951993491 4.9444444,0.0951993491 L84.9444444,0.0951993491 C86.1231844,0.0951993149 87.2536462,0.558769393 88.0871413,1.38392945 C88.9206363,2.20908951 89.3888889,3.32824674 89.3888889,4.49519931 Z" id="Shape"></path>
+        </g>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/src/common/config.js b/src/common/config.js
index ae5b490..abfa9d9 100644
--- a/src/common/config.js
+++ b/src/common/config.js
@@ -119,11 +119,12 @@
 })();
 
 export const SCRIPT_URLS = {
-    localEChartsMinJS: 'http://localhost/echarts-next/dist/echarts.js',
-    echartsMinJS: 'https://cdn.jsdelivr.net/npm/echarts@5.0.0-rc.1/dist/echarts.min.js',
-    echartsDir: 'https://cdn.jsdelivr.net/npm/echarts@5.0.0-rc.1',
+    localEChartsMinJS: 'http://localhost/echarts/dist/echarts.js',
+    echartsMinJS: 'https://cdn.jsdelivr.net/npm/echarts@5.0.1/dist/echarts.min.js',
+    echartsDir: 'https://cdn.jsdelivr.net/npm/echarts@5.0.1',
     echartsStatMinJS: 'https://cdn.jsdelivr.net/npm/echarts-stat@latest/dist/ecStat.min.js',
-    echartsGLMinJS: 'https://cdn.jsdelivr.net/npm/echarts-gl@2.0.0-rc.1/dist/echarts-gl.min.js',
+    // echartsGLMinJS: 'http://localhost/echarts-gl/dist/echarts-gl.min.js',
+    echartsGLMinJS: 'https://cdn.jsdelivr.net/npm/echarts-gl@2/dist/echarts-gl.min.js',
     datGUIMinJS: 'https://cdn.jsdelivr.net/npm/dat.gui@0.6.5/build/dat.gui.min.js',
     monacoDir: 'https://cdn.jsdelivr.net/npm/monaco-editor@0.21.2/min/vs',
     aceDir: 'https://cdn.jsdelivr.net/npm/ace-builds@1.4.12/src-min-noconflict'
diff --git a/src/common/i18n.js b/src/common/i18n.js
index cfe24c5..369cba4 100644
--- a/src/common/i18n.js
+++ b/src/common/i18n.js
@@ -16,7 +16,12 @@
             download: 'Download',
 
             edit: 'Edit',
-            monacoMode: 'Enable Type Checking'
+            monacoMode: 'Enable Type Checking',
+
+            tabEditor: 'Edit Example',
+            tabFullCodePreview: 'Full Code',
+            tabOptionPreview: 'Option Preview',
+            minimalBundle: 'Minimal Bundle'
         },
 
         chartTypes: {
@@ -77,7 +82,12 @@
             download: '下载示例',
 
             edit: '编辑',
-            monacoMode: '开启类型检查'
+            monacoMode: '开启类型检查',
+
+            tabEditor: '示例编辑',
+            tabFullCodePreview: '完整代码',
+            tabOptionPreview: '配置项',
+            minimalBundle: '按需引入'
         },
 
         chartTypes: {
diff --git a/src/common/store.js b/src/common/store.js
index 469928d..f06fafa 100644
--- a/src/common/store.js
+++ b/src/common/store.js
@@ -17,6 +17,8 @@
     runCode: '',
     sourceCode: '',
 
+    runHash: '',
+
     isMobile: window.innerWidth < 600,
 
     editorStatus: {
@@ -40,3 +42,8 @@
 export function parseSourceCode(code) {
     return code.replace(/\/\*[\w\W]*?\*\//, '').trim();
 }
+
+let hashId = 123;
+export function updateRunHash() {
+    store.runHash = hashId++;
+}
\ No newline at end of file
diff --git a/src/data/chart-list-data-gl.js b/src/data/chart-list-data-gl.js
index 1f58210..dfa4912 100644
--- a/src/data/chart-list-data-gl.js
+++ b/src/data/chart-list-data-gl.js
@@ -9,6 +9,7 @@
     "id": "animating-contour-on-globe",
     "tags": [],
     "title": "Animating Contour on Globe",
+    "titleCN": "Animating Contour on Globe",
     "difficulty": 10
   },
   {
@@ -18,6 +19,7 @@
     "id": "bar3d-dataset",
     "tags": [],
     "title": "3D Bar with Dataset",
+    "titleCN": "使用 dataset 为三维柱状图设置数据",
     "difficulty": 10
   },
   {
@@ -27,15 +29,7 @@
     "id": "bar3d-global-population",
     "tags": [],
     "title": "Bar3D - Global Population",
-    "difficulty": 10
-  },
-  {
-    "category": [
-      "bar3D"
-    ],
-    "id": "bar3d-music-visualization",
-    "tags": [],
-    "title": "Music Visualization",
+    "titleCN": "Bar3D - Global Population",
     "difficulty": 10
   },
   {
@@ -45,6 +39,7 @@
     "id": "bar3d-myth",
     "tags": [],
     "title": "星云",
+    "titleCN": "星云",
     "difficulty": 10
   },
   {
@@ -54,6 +49,7 @@
     "id": "bar3d-noise-modified-from-marpi-demo",
     "tags": [],
     "title": "Noise modified from marpi's demo",
+    "titleCN": "Noise modified from marpi's demo",
     "difficulty": 10
   },
   {
@@ -63,6 +59,7 @@
     "id": "bar3d-punch-card",
     "tags": [],
     "title": "Bar3D - Punch Card",
+    "titleCN": "Bar3D - Punch Card",
     "difficulty": 10
   },
   {
@@ -73,6 +70,7 @@
     "tags": [],
     "theme": "dark",
     "title": "Bar3D - Simplex Noise",
+    "titleCN": "Bar3D - Simplex Noise",
     "difficulty": 10
   },
   {
@@ -82,6 +80,7 @@
     "id": "bar3d-voxelize-image",
     "tags": [],
     "title": "Voxelize image",
+    "titleCN": "Voxelize image",
     "difficulty": 10
   },
   {
@@ -92,6 +91,7 @@
     "tags": [],
     "theme": "dark",
     "title": "Flow on the cartesian",
+    "titleCN": "直角坐标系上的向量场",
     "difficulty": 10
   },
   {
@@ -101,6 +101,7 @@
     "id": "geo3d",
     "tags": [],
     "title": "Geo3D",
+    "titleCN": "Geo3D",
     "difficulty": 10
   },
   {
@@ -110,6 +111,7 @@
     "id": "geo3d-with-different-height",
     "tags": [],
     "title": "Geo3D with Different Height",
+    "titleCN": "Geo3D with Different Height",
     "difficulty": 10
   },
   {
@@ -119,6 +121,7 @@
     "id": "global-population-bar3d-on-globe",
     "tags": [],
     "title": "Global Population - Bar3D on Globe",
+    "titleCN": "Global Population - Bar3D on Globe",
     "difficulty": 10
   },
   {
@@ -128,6 +131,7 @@
     "id": "global-wind-visualization",
     "tags": [],
     "title": "Global wind visualization",
+    "titleCN": "Global wind visualization",
     "difficulty": 10
   },
   {
@@ -137,6 +141,17 @@
     "id": "global-wind-visualization-2",
     "tags": [],
     "title": "Global Wind Visualization 2",
+    "titleCN": "Global Wind Visualization 2",
+    "difficulty": 10
+  },
+  {
+    "category": [
+      "globe"
+    ],
+    "id": "globe-atmosphere",
+    "tags": [],
+    "title": "Globe with Atmosphere",
+    "titleCN": "大气层显示",
     "difficulty": 10
   },
   {
@@ -146,6 +161,7 @@
     "id": "globe-contour-paint",
     "tags": [],
     "title": "Contour Paint",
+    "titleCN": "Contour Paint",
     "difficulty": 10
   },
   {
@@ -155,6 +171,7 @@
     "id": "globe-country-carousel",
     "tags": [],
     "title": "Country Carousel",
+    "titleCN": "Country Carousel",
     "difficulty": 10
   },
   {
@@ -164,6 +181,7 @@
     "id": "globe-displacement",
     "tags": [],
     "title": "Globe Displacement",
+    "titleCN": "Globe Displacement",
     "difficulty": 10
   },
   {
@@ -173,6 +191,7 @@
     "id": "globe-echarts-gl-hello-world",
     "tags": [],
     "title": "ECharts-GL Hello World",
+    "titleCN": "ECharts-GL Hello World",
     "difficulty": 10
   },
   {
@@ -182,6 +201,7 @@
     "id": "globe-layers",
     "tags": [],
     "title": "Globe Layers",
+    "titleCN": "Globe Layers",
     "difficulty": 10
   },
   {
@@ -191,6 +211,7 @@
     "id": "globe-moon",
     "tags": [],
     "title": "Moon",
+    "titleCN": "Moon",
     "difficulty": 10
   },
   {
@@ -200,6 +221,7 @@
     "id": "globe-with-echarts-surface",
     "tags": [],
     "title": "Globe with ECharts Surface",
+    "titleCN": "Globe with ECharts Surface",
     "difficulty": 10
   },
   {
@@ -210,6 +232,7 @@
     "tags": [],
     "theme": "dark",
     "title": "GraphGL GPU Layout",
+    "titleCN": "GraphGL GPU Layout",
     "difficulty": 10
   },
   {
@@ -220,6 +243,7 @@
     "tags": [],
     "theme": "dark",
     "title": "GraphGL - Large Internet",
+    "titleCN": "GraphGL - Large Internet",
     "difficulty": 10
   },
   {
@@ -229,7 +253,8 @@
     "id": "graphgl-npm-dep",
     "tags": [],
     "theme": "dark",
-    "title": "1w 节点 2w7 边的NPM 依赖图",
+    "title": "NPM Dependencies with graphGL",
+    "titleCN": "1w 节点 2w7 边的NPM 依赖图",
     "difficulty": 10
   },
   {
@@ -239,6 +264,7 @@
     "id": "image-surface-sushuang",
     "tags": [],
     "title": "Image Surface Sushuang",
+    "titleCN": "Image Surface Sushuang",
     "difficulty": 10
   },
   {
@@ -248,6 +274,7 @@
     "id": "image-to-bar3d",
     "tags": [],
     "title": "Image to Bar3D",
+    "titleCN": "Image to Bar3D",
     "difficulty": 10
   },
   {
@@ -257,6 +284,7 @@
     "id": "iron-globe",
     "tags": [],
     "title": "Iron globe",
+    "titleCN": "Iron globe",
     "difficulty": 10
   },
   {
@@ -266,6 +294,7 @@
     "id": "line3d-orthographic",
     "tags": [],
     "title": "三维折线图正交投影",
+    "titleCN": "三维折线图正交投影",
     "difficulty": 10
   },
   {
@@ -275,6 +304,7 @@
     "id": "lines3d-airline-on-globe",
     "tags": [],
     "title": "Airline on Globe",
+    "titleCN": "Airline on Globe",
     "difficulty": 10
   },
   {
@@ -284,6 +314,7 @@
     "id": "lines3d-flights",
     "tags": [],
     "title": "Flights",
+    "titleCN": "Flights",
     "difficulty": 10
   },
   {
@@ -293,6 +324,7 @@
     "id": "lines3d-flights-gl",
     "tags": [],
     "title": "Flights GL",
+    "titleCN": "Flights GL",
     "difficulty": 10
   },
   {
@@ -302,6 +334,7 @@
     "id": "lines3d-flights-on-geo3d",
     "tags": [],
     "title": "Flights on Geo3D",
+    "titleCN": "Flights on Geo3D",
     "difficulty": 10
   },
   {
@@ -311,6 +344,7 @@
     "id": "linesGL-ny",
     "tags": [],
     "title": "Use linesGL to draw 1 million ny streets.",
+    "titleCN": "实时交互的纽约街道可视化",
     "difficulty": 10
   },
   {
@@ -320,6 +354,7 @@
     "id": "map3d-alcohol-consumption",
     "tags": [],
     "title": "Map3D - Alcohol Consumption",
+    "titleCN": "Map3D - Alcohol Consumption",
     "difficulty": 10
   },
   {
@@ -329,6 +364,7 @@
     "id": "map3d-buildings",
     "tags": [],
     "title": "Buildings",
+    "titleCN": "Buildings",
     "difficulty": 10
   },
   {
@@ -338,6 +374,7 @@
     "id": "map3d-wood-city",
     "tags": [],
     "title": "Wood City",
+    "titleCN": "Wood City",
     "difficulty": 10
   },
   {
@@ -347,6 +384,7 @@
     "id": "map3d-wood-map",
     "tags": [],
     "title": "木质世界地图",
+    "titleCN": "木质世界地图",
     "difficulty": 10
   },
   {
@@ -356,6 +394,7 @@
     "id": "metal-bar3d",
     "tags": [],
     "title": "Metal Bar3D",
+    "titleCN": "Metal Bar3D",
     "difficulty": 10
   },
   {
@@ -365,6 +404,7 @@
     "id": "metal-surface",
     "tags": [],
     "title": "Metal Surface",
+    "titleCN": "Metal Surface",
     "difficulty": 10
   },
   {
@@ -374,6 +414,7 @@
     "id": "parametric-surface-rose",
     "tags": [],
     "title": "Parametric Surface Rose",
+    "titleCN": "Parametric Surface Rose",
     "difficulty": 10
   },
   {
@@ -384,6 +425,7 @@
     "tags": [],
     "theme": "dark",
     "title": "Scatter3D",
+    "titleCN": "Scatter3D",
     "difficulty": 10
   },
   {
@@ -393,6 +435,7 @@
     "id": "scatter3D-dataset",
     "tags": [],
     "title": "3D Scatter with Dataset",
+    "titleCN": "使用 dataset 为三维散点图设置数据",
     "difficulty": 10
   },
   {
@@ -402,6 +445,7 @@
     "id": "scatter3d-globe-population",
     "tags": [],
     "title": "Scatter3D - Globe Population",
+    "titleCN": "Scatter3D - Globe Population",
     "difficulty": 10
   },
   {
@@ -412,6 +456,7 @@
     "tags": [],
     "theme": "dark",
     "title": "三维散点图正交投影",
+    "titleCN": "三维散点图正交投影",
     "difficulty": 10
   },
   {
@@ -421,6 +466,7 @@
     "id": "scatter3d-scatter",
     "tags": [],
     "title": "3D Scatter with Scatter Matrix",
+    "titleCN": "三维散点图和散点矩阵结合使用",
     "difficulty": 10
   },
   {
@@ -431,6 +477,7 @@
     "tags": [],
     "theme": "dark",
     "title": "Scatter3D - Simplex Noise",
+    "titleCN": "Scatter3D - Simplex Noise",
     "difficulty": 10
   },
   {
@@ -440,6 +487,7 @@
     "id": "scatterGL-gps",
     "tags": [],
     "title": "10 million Bulk GPS points",
+    "titleCN": "1 千万 GPS 点可视化",
     "difficulty": 10
   },
   {
@@ -450,6 +498,7 @@
     "tags": [],
     "theme": "dark",
     "title": "微博签到数据点亮中国",
+    "titleCN": "微博签到数据点亮中国",
     "difficulty": 10
   },
   {
@@ -459,6 +508,7 @@
     "id": "simple-surface",
     "tags": [],
     "title": "Simple Surface",
+    "titleCN": "Simple Surface",
     "difficulty": 10
   },
   {
@@ -468,6 +518,7 @@
     "id": "sphere-parametric-surface",
     "tags": [],
     "title": "Sphere Parametric Surface",
+    "titleCN": "Sphere Parametric Surface",
     "difficulty": 10
   },
   {
@@ -477,6 +528,7 @@
     "id": "stacked-bar3d",
     "tags": [],
     "title": "Stacked Bar3D",
+    "titleCN": "Stacked Bar3D",
     "difficulty": 10
   },
   {
@@ -486,6 +538,7 @@
     "id": "surface-breather",
     "tags": [],
     "title": "Breather",
+    "titleCN": "Breather",
     "difficulty": 10
   },
   {
@@ -495,6 +548,7 @@
     "id": "surface-golden-rose",
     "tags": [],
     "title": "Golden Rose",
+    "titleCN": "Golden Rose",
     "difficulty": 10
   },
   {
@@ -504,6 +558,7 @@
     "id": "surface-leather",
     "tags": [],
     "title": "皮革材质",
+    "titleCN": "皮革材质",
     "difficulty": 10
   },
   {
@@ -513,6 +568,7 @@
     "id": "surface-mollusc-shell",
     "tags": [],
     "title": "Mollusc Shell",
+    "titleCN": "Mollusc Shell",
     "difficulty": 10
   },
   {
@@ -522,6 +578,7 @@
     "id": "surface-theme-roses",
     "tags": [],
     "title": "Theme Roses",
+    "titleCN": "Theme Roses",
     "difficulty": 10
   },
   {
@@ -531,6 +588,7 @@
     "id": "surface-wave",
     "tags": [],
     "title": "Surface Wave",
+    "titleCN": "Surface Wave",
     "difficulty": 10
   },
   {
@@ -540,6 +598,7 @@
     "id": "transparent-bar3d",
     "tags": [],
     "title": "Transparent Bar3D",
+    "titleCN": "Transparent Bar3D",
     "difficulty": 10
   }
 ]
\ No newline at end of file
diff --git a/src/data/chart-list-data.js b/src/data/chart-list-data.js
index bfec51b..6de5003 100644
--- a/src/data/chart-list-data.js
+++ b/src/data/chart-list-data.js
@@ -1090,6 +1090,16 @@
   },
   {
     "category": [
+      "boxplot"
+    ],
+    "id": "data-transform-aggregate",
+    "tags": [],
+    "title": "Data Transform Simple Aggregate",
+    "titleCN": "简单的数据聚合",
+    "difficulty": 4
+  },
+  {
+    "category": [
       "gauge"
     ],
     "id": "gauge-grade",
@@ -1386,6 +1396,16 @@
   },
   {
     "category": [
+      "line"
+    ],
+    "id": "line-race",
+    "tags": [],
+    "title": "Line Race",
+    "titleCN": "动态排序折线图",
+    "difficulty": 5
+  },
+  {
+    "category": [
       "pie",
       "rich"
     ],
@@ -1448,6 +1468,16 @@
   },
   {
     "category": [
+      "bar"
+    ],
+    "id": "bar-race-country",
+    "tags": [],
+    "title": "Bar Race",
+    "titleCN": "动态排序柱状图 - 人均收入",
+    "difficulty": 6
+  },
+  {
+    "category": [
       "bar",
       "rich"
     ],
@@ -1763,6 +1793,26 @@
     "category": [
       "custom"
     ],
+    "id": "custom-aggregate-scatter-bar",
+    "tags": [],
+    "title": "Aggregate Morphing Between Scatter and Bar",
+    "titleCN": "聚合分割形变（散点图 - 柱状图）",
+    "difficulty": 9
+  },
+  {
+    "category": [
+      "custom"
+    ],
+    "id": "custom-aggregate-scatter-pie",
+    "tags": [],
+    "title": "Aggregate Morphing Between Scatter and Pie",
+    "titleCN": "聚合分割形变（散点图 - 饼图）",
+    "difficulty": 9
+  },
+  {
+    "category": [
+      "custom"
+    ],
     "id": "custom-gauge",
     "tags": [],
     "title": "Custom Gauge",
@@ -1876,6 +1926,22 @@
     "difficulty": 10
   },
   {
+    "category": [],
+    "id": "covid-america",
+    "tags": [],
+    "difficulty": 10
+  },
+  {
+    "category": [
+      "custom"
+    ],
+    "id": "custom-aggregate-scatter-cluster",
+    "tags": [],
+    "title": "Aggregate Morphing Between Scatter Clustering",
+    "titleCN": "聚合分割形变（散点图聚类）",
+    "difficulty": 10
+  },
+  {
     "category": [
       "scatter",
       "map"
@@ -2461,10 +2527,10 @@
     "category": [
       "custom"
     ],
-    "id": "custom-combine-separate-morph",
+    "id": "circle-packing-with-d3",
     "tags": [],
-    "title": "Combine-Separate Morphing",
-    "titleCN": "聚合分割形变",
+    "title": "Circle Packing with d3",
+    "titleCN": "Circle Packing with d3",
     "difficulty": 11
   },
   {
diff --git a/src/editor/CodeAce.vue b/src/editor/CodeAce.vue
index 82a09da..ba51f76 100644
--- a/src/editor/CodeAce.vue
+++ b/src/editor/CodeAce.vue
@@ -104,5 +104,13 @@
     font-size: 12px;
     line-height: 18px;
     padding: 10px;
+    // height: 100%;
+
+    // Fix safari
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    right: 0;
 }
 </style>
\ No newline at end of file
diff --git a/src/editor/CodeMonaco.vue b/src/editor/CodeMonaco.vue
index a0f3d06..990443d 100644
--- a/src/editor/CodeMonaco.vue
+++ b/src/editor/CodeMonaco.vue
@@ -165,5 +165,12 @@
     font-size: 12px;
     padding: 0;
     overflow-y: hidden;
+    // height: 100%;
+    // Fix safari
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    right: 0;
 }
 </style>
\ No newline at end of file
diff --git a/src/editor/Editor.vue b/src/editor/Editor.vue
index 7f026bc..bf9507c 100644
--- a/src/editor/Editor.vue
+++ b/src/editor/Editor.vue
@@ -1,23 +1,59 @@
 <template>
 <div id="main-container">
-    <div id="code-container" :style="{width: leftContainerSize + '%'}" v-if="!shared.isMobile">
-        <div id="control-panel">
-            <div id="code-info">
-                <template v-if="shared.editorStatus.message">
-                    <span class="code-info-time">{{currentTime}}</span>
-                    <span :class="'code-info-type-' + shared.editorStatus.type">{{shared.editorStatus.message}}</span>
-                </template>
-            </div>
-            <div class="control-btn-panel">
-                <!-- <el-switch v-model="shared.typeCheck"
-                    :active-text="$t('editor.monacoMode')"
-                    :inactive-text="''"
-                ></el-switch> -->
-                <a href="javascript:;" class='btn btn-default btn-sm' @click='disposeAndRun'>{{$t('editor.run')}}</a>
-            </div>
-        </div>
-        <CodeMonaco v-if="shared.typeCheck" id="code-panel" :initialCode="initialCode"></CodeMonaco>
-        <CodeAce v-else id="code-panel" :initialCode="initialCode"></CodeAce>
+    <div id="editor-left-container" :style="{width: leftContainerSize + '%'}" v-if="!shared.isMobile">
+        <el-tabs v-model="currentTab" type="border-card">
+            <el-tab-pane :label="$t('editor.tabEditor')" name="code-editor">
+                <el-container>
+                    <el-header id="editor-control-panel">
+                        <div id="code-info">
+                            <template v-if="shared.editorStatus.message">
+                                <span class="code-info-time">{{currentTime}}</span>
+                                <span :class="'code-info-type-' + shared.editorStatus.type">{{shared.editorStatus.message}}</span>
+                            </template>
+                        </div>
+                        <div class="editor-controls">
+                            <!-- <el-switch v-model="shared.typeCheck"
+                                :active-text="$t('editor.monacoMode')"
+                                :inactive-text="''"
+                            ></el-switch> -->
+                            <a href="javascript:;" class='btn btn-default btn-sm' @click='disposeAndRun'>{{$t('editor.run')}}</a>
+                        </div>
+                    </el-header>
+                    <el-main>
+                        <CodeMonaco v-if="shared.typeCheck" id="code-panel" :initialCode="initialCode"></CodeMonaco>
+                        <CodeAce v-else id="code-panel" :initialCode="initialCode"></CodeAce>
+                    </el-main>
+                </el-container>
+            </el-tab-pane>
+
+            <el-tab-pane :label="$t('editor.tabFullCodePreview')" name="full-code" :lazy="true">
+                <el-container style="width: 100%; height: 100%">
+                    <el-header id="full-code-generate-config">
+                        <span class="full-code-generate-config-label">
+                            <!-- <i class="el-icon-setting"></i> 配置 -->
+                        </span>
+                        <el-switch
+                            class="enable-decal"
+                            v-model="fullCodeConfig.minimal"
+                            :active-text="$t('editor.minimalBundle')"
+                            :inactive-text="''">
+                        </el-switch>
+                        <el-switch
+                            class="enable-decal"
+                            v-model="fullCodeConfig.esm"
+                            active-text="ES Modules"
+                            :inactive-text="''">
+                        </el-switch>
+                    </el-header>
+                    <el-main>
+                        <FullCodePreview :code="fullCode"></FullCodePreview>
+                    </el-main>
+                </el-container>
+            </el-tab-pane>
+            <el-tab-pane :label="$t('editor.tabOptionPreview')" name="full-option">
+                <div id="option-outline"></div>
+            </el-tab-pane>
+        </el-tabs>
     </div>
     <div class="handler" id="h-handler" @mousedown="onSplitterDragStart" :style="{left: leftContainerSize + '%'}" v-if="!shared.isMobile"></div>
     <Preview :inEditor="true" class="right-container" ref="preview" :style="{
@@ -31,14 +67,20 @@
 
 import CodeAce from './CodeAce.vue';
 import CodeMonaco from './CodeMonaco.vue';
+import FullCodePreview from './FullCodePreview.vue';
 import Preview from './Preview.vue';
 import {URL_PARAMS} from '../common/config';
 import {store, loadExampleCode, parseSourceCode} from '../common/store';
+import {collectDeps, buildExampleCode} from '../../common/buildCode';
+import { mount } from "@lang/object-visualizer";
+
+import './object-visualizer.css';
 
 export default {
     components: {
         CodeAce,
         CodeMonaco,
+        FullCodePreview,
         Preview
     },
 
@@ -48,7 +90,17 @@
             leftContainerSize: 40,
             mobileMode: false,
             shared: store,
-            initialCode: ''
+            initialCode: '',
+
+            currentTab: 'code-editor',
+
+            fullCode: '',
+
+            fullCodeConfig: {
+                mimimal: false,
+                esm: true,
+                node: false // If is in node
+            }
         };
     },
 
@@ -105,6 +157,54 @@
         },
         disposeAndRun() {
             this.$refs.preview.refreshAll();
+        },
+        updateFullCode() {
+            const option = this.$refs.preview.getOption();
+            if (!option) {
+                return;
+            }
+            const deps = collectDeps(option);
+            deps.push(store.renderer === 'svg' ? 'SVGRenderer' : 'CanvasRenderer');
+            this.fullCode = buildExampleCode(store.sourceCode, deps, {
+                minimal: this.fullCodeConfig.minimal,
+                ts: false,
+                esm: this.fullCodeConfig.esm,
+                // legacy: true,
+                theme: store.darkMode ? 'dark' : '',
+                ROOT_PATH: store.cdnRoot
+            });
+        },
+        updateOptionOutline() {
+            const option = Object.freeze(this.$refs.preview.getOption());
+            if (!option) {
+                return;
+            }
+            mount(
+                option,
+                this.$el.querySelector('#option-outline'),
+                {
+                    getKeys(object, path) {
+                        return Object.keys(object).filter(key => {
+                            if (Array.isArray(object[key]) && !object[key].length) {
+                                return false;
+                            }
+                            return true;
+                        });
+                    },
+                    expandOnCreatedAndUpdated(path) {
+                        return path.length === 0
+                            || (path[0] === 'series' && path.length <= 1);
+                    },
+                }
+            );
+        },
+        updateTabContent(tab) {
+            if (tab === 'full-code') {
+                this.updateFullCode();
+            }
+            else if (tab === 'full-option') {
+                this.updateOptionOutline();
+            }
         }
     },
 
@@ -112,6 +212,19 @@
         'shared.typeCheck'(enableTypeCheck) {
             // Update initialCode to avoid code changed when switching editor
             this.initialCode = store.sourceCode;
+            this.updateFullCode();
+        },
+        'currentTab'(tab) {
+            this.updateTabContent(tab);
+        },
+        'shared.runHash'() {
+            this.updateTabContent(this.currentTab);
+        },
+        fullCodeConfig: {
+            deep: true,
+            handler() {
+                this.updateFullCode();
+            }
         }
     }
 }
@@ -144,25 +257,119 @@
 
 }
 
-#code-container {
+#editor-left-container {
     position: absolute;
     left: 0;
     bottom: 0;
     top: 0;
 
     width: 50%;
+
+    .el-tab-pane {
+        height: 100%;
+
+        .el-container {
+            width: 100%;
+            height: 100%;
+        }
+
+        .el-header {
+            height: $control-panel-height!important;
+            position: relative;
+            z-index: 10;
+            padding: 0;
+        }
+        .el-main {
+            padding: 0;
+            position: relative;
+
+            ::-webkit-scrollbar {
+                height:8px;
+                width:8px;
+                transition:all 0.3s ease-in-out;
+                border-radius:2px;
+            }
+
+            ::-webkit-scrollbar-button {
+                display:none;
+            }
+
+            ::-webkit-scrollbar-thumb {
+                width:8px;
+                min-height:15px;
+                background:rgba(50, 50, 50, 0.6) !important;
+                transition:all 0.3s ease-in-out;border-radius:2px;
+            }
+
+            ::-webkit-scrollbar-thumb:hover {
+                background:rgba(0, 0, 0, 0.5) !important;
+            }
+        }
+    }
+
+    .el-tabs {
+        box-shadow: none;
+    }
+
+    .el-tabs--border-card>.el-tabs__header {
+        border-bottom: none;
+    }
+
+    .el-tabs__content {
+        position: absolute;
+        top: 34px;
+        left: 0;
+        right: 0;
+        bottom: 0;
+        padding: 0;
+    }
+
+    .el-tabs__item {
+        height: 34px;
+        line-height: 34px;
+    }
 }
 
-#control-panel {
-    height: $control-panel-height;
-    position: absolute;;
-    left: 0;
-    right: 0;
-    top: 0;
-    z-index: 20;
-    padding: 0;
+#editor-control-panel, #full-code-generate-config {
     box-shadow: 0 2px 10px rgba(0, 0, 0, 0.1);
+}
 
+#option-outline {
+    // height: 100%;
+    // Fix safari
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    right: 0;
+
+    font-size: 13px;
+
+    font-family: 'Source Code Pro', 'Monaco', 'Menlo', 'Ubuntu Mono', 'Consolas', monospace;
+}
+
+#full-code-generate-config {
+    .full-code-generate-config-label {
+        height: $control-panel-height;
+        line-height: $control-panel-height;
+        vertical-align: middle;
+        margin: 0 0 0 20px;
+    }
+
+    .el-switch {
+        margin-right: 10px;
+    }
+
+    .el-switch__label {
+        margin-left: 8px;
+        margin-top: -2px;
+    }
+    .el-switch__label * {
+        font-size: 12px;
+    }
+}
+
+#editor-control-panel {
     .setting-panel {
         display: inline-block;
 
@@ -171,7 +378,7 @@
         }
     }
 
-    .control-btn-panel  {
+    .editor-controls  {
         float: right;
 
         .el-switch__label {
@@ -196,36 +403,6 @@
     }
 }
 
-
-#code-panel {
-    position: absolute;
-    top: $control-panel-height;
-    bottom: 0;
-    left: 0;
-    right: 0;
-    ::-webkit-scrollbar {
-        height:8px;
-        width:8px;
-        transition:all 0.3s ease-in-out;
-        border-radius:2px;
-    }
-
-    ::-webkit-scrollbar-button {
-        display:none;
-    }
-
-    ::-webkit-scrollbar-thumb {
-        width:8px;
-        min-height:15px;
-        background:rgba(50, 50, 50, 0.6) !important;
-        transition:all 0.3s ease-in-out;border-radius:2px;
-    }
-
-    ::-webkit-scrollbar-thumb:hover {
-        background:rgba(0, 0, 0, 0.5) !important;
-    }
-}
-
 #code-info {
     position: absolute;
     bottom: 0;
@@ -242,10 +419,12 @@
         color: $clr-text;
         display: inline-block;
         margin-right: 10px;
+        font-size: 12px;
     }
 
     .code-info-type-info {
         color: $clr-text;
+        font-size: 12px;
     }
 
     .code-info-type-warn {
diff --git a/src/editor/FullCodePreview.vue b/src/editor/FullCodePreview.vue
new file mode 100644
index 0000000..e2f1c3f
--- /dev/null
+++ b/src/editor/FullCodePreview.vue
@@ -0,0 +1,94 @@
+<template>
+<div class="full-code-preview" v-loading="loading"></div>
+</template>
+
+<script>
+
+import {loadScriptsAsync} from '../common/helper';
+import {store} from '../common/store';
+import {SCRIPT_URLS} from '../common/config';
+
+function ensureACE() {
+    if (typeof ace === 'undefined') {
+        return loadScriptsAsync([
+            SCRIPT_URLS.aceDir + '/ace.js'
+        ]);
+    }
+    return Promise.resolve();
+}
+
+export default {
+
+    props: ['code'],
+
+    data() {
+        return {
+            shared: store,
+            loading: false
+        }
+    },
+
+    mounted() {
+        this.loading = true;
+        ensureACE().then(() => {
+            this.loading = false;
+            const editor = ace.edit(this.$el);
+            editor.getSession().setMode('ace/mode/javascript');
+            // https://stackoverflow.com/questions/32806060/is-there-a-programmatic-way-to-hide-the-cursor-in-ace-editor
+            editor.setOptions({
+                readOnly: true,
+                showLineNumbers: false,
+                showFoldWidgets: false,
+                highlightActiveLine: false,
+                highlightGutterLine: false
+            });
+            // editor.renderer.setShowGutter(false);
+            editor.renderer.$cursorLayer.element.style.display = 'none';
+
+            this._editor = editor;
+
+            this.setCode(this.code);
+
+        });
+    },
+
+    methods: {
+        setCode(code) {
+            if (this._editor) {
+                this._editor.setValue(code);
+                this._editor.selection.setSelectionRange({
+                    start: {
+                        row:1,
+                        column: 4
+                    }, end: {
+                        row:1,
+                        column: 4
+                    }
+                });
+            }
+        }
+    },
+
+    watch: {
+        code(newVal) {
+            this.setCode(newVal);
+        }
+    }
+}
+</script>
+
+<style lang="scss">
+.full-code-preview {
+    font-family: 'Source Code Pro', 'Monaco', 'Menlo', 'Ubuntu Mono', 'Consolas', monospace;
+    font-size: 12px;
+    line-height: 18px;
+    // height: 100%;
+
+    // Fix safari
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    right: 0;
+}
+</style>
\ No newline at end of file
diff --git a/src/editor/Preview.vue b/src/editor/Preview.vue
index 52a3db1..7363ce8 100644
--- a/src/editor/Preview.vue
+++ b/src/editor/Preview.vue
@@ -15,6 +15,8 @@
                 :inactive-text="''">
             </el-switch>
             <el-switch
+                v-if="!isGL"
+
                 class="enable-decal"
                 v-model="shared.enableDecal"
                 :active-text="$t('editor.enableDecal')"
@@ -26,6 +28,8 @@
                 width="450"
                 trigger="click"
                 style="margin-top:3px;"
+
+                v-if="!isGL"
             >
                 <div class="render-config-container">
                     <el-row :gutter="2" type="flex" align="middle">
@@ -60,16 +64,21 @@
 
 <script>
 
-import {store} from '../common/store';
+import {store, updateRunHash} from '../common/store';
 import {SCRIPT_URLS, URL_PARAMS} from '../common/config';
 import {loadScriptsAsync} from '../common/helper';
 import {createSandbox} from './sandbox';
 import debounce from 'lodash/debounce';
 import { addListener, removeListener } from 'resize-detector';
 import CHART_LIST from '../data/chart-list-data';
+import CHART_LIST_GL from '../data/chart-list-data-gl';
 import {download} from './downloadExample';
 
-const example = CHART_LIST.find(item => URL_PARAMS.c === item.id);
+function findExample(item) {
+    return URL_PARAMS.c === item.id;
+}
+const example = CHART_LIST.concat(CHART_LIST_GL).find(findExample);
+const isGL = CHART_LIST_GL.find(findExample);
 
 function addDecalIfNecessary(option) {
     if (store.enableDecal) {
@@ -121,6 +130,7 @@
 
 
 function run() {
+
     if (typeof echarts === 'undefined') {
         return;
     }
@@ -155,6 +165,10 @@
                 break;
             }
         }
+
+        // Update run hash to let others known chart has been changed.
+        updateRunHash();
+
     }
     catch (e) {
         log(this.$t('editor.errorInEditor'), 'error');
@@ -173,7 +187,9 @@
             debouncedTime: undefined,
             backgroundColor: '',
             autoRun: true,
-            loading: false
+            loading: false,
+
+            isGL
         }
     },
 
@@ -261,6 +277,9 @@
                 });
                 $a.dispatchEvent(evt);
             }
+        },
+        getOption() {
+            return this.sandbox && this.sandbox.getOption();
         }
         // hasEditorError() {
         //     const annotations = this.editor.getSession().getAnnotations();
diff --git a/src/editor/object-visualizer.css b/src/editor/object-visualizer.css
new file mode 100644
index 0000000..372a9fd
--- /dev/null
+++ b/src/editor/object-visualizer.css
@@ -0,0 +1,72 @@
+.object-visualizer {
+    border-radius: 4px;
+    overflow-x: auto;
+    margin: 0;
+    padding: 10px;
+    /* font-family: Menlo; */
+    font-size: 0.6em;
+    line-height: 1.7;
+  }
+
+  .array > .value,
+  .object > .value {
+    display: flex;
+    flex-direction: column;
+    margin-left: 2em;
+  }
+
+  .key {
+    /* color: #4078f2; */
+    color: #111;
+    user-select: none;
+  }
+
+  .string > .value {
+    color: #50a14f;
+  }
+
+  .boolean > .value,
+  .number > .value {
+    color: #d19a66;
+  }
+
+  .null > .value,
+  .undefined > .value {
+    color: hsl(0, 0%, 40%);
+  }
+
+  .separator {
+    cursor: pointer;
+    font-size: 0.8em;
+    user-select: none;
+    color: hsl(0, 0%, 30%);
+  }
+
+  .indicator {
+    cursor: pointer;
+    font-size: 0.8em;
+    padding-right: 0.5em;
+    user-select: none;
+    vertical-align: text-bottom;
+    color: hsl(0, 0%, 30%);
+  }
+
+  .array > .key,
+  .object > .key {
+    cursor: pointer;
+  }
+
+  .value > .array,
+  .value > .object {
+    position: relative;
+    left: -0.8em;
+  }
+
+  .count,
+  .preview,
+  .quotes {
+    cursor: pointer;
+    font-size: 0.8em;
+    user-select: none;
+    color: hsl(0, 0%, 30%);
+  }
diff --git a/src/editor/sandbox.js b/src/editor/sandbox.js
index cfeafe8..4786d75 100644
--- a/src/editor/sandbox.js
+++ b/src/editor/sandbox.js
@@ -79,6 +79,10 @@
             });
         },
 
+        getOption() {
+            return chartInstance.getOption();
+        },
+
         run(el, store) {
 
             if (!chartInstance) {
diff --git a/src/explore/ExampleCard.vue b/src/explore/ExampleCard.vue
index c6f5bdd..bd465b8 100644
--- a/src/explore/ExampleCard.vue
+++ b/src/explore/ExampleCard.vue
@@ -33,7 +33,7 @@
 
         exampleTheme() {
             const example = this.example;
-            return example.isGL ? '' : (example.theme || (store.darkMode ? 'dark' : ''));
+            return example.theme || (store.darkMode ? 'dark' : '');
         },
 
         exampleLink() {
@@ -58,7 +58,7 @@
         screenshotURL() {
             const example = this.example;
             const themePostfix = this.exampleTheme ? ('-' + this.exampleTheme) : '';
-            const ext = example.isGL ? 'jpg' : SUPPORT_WEBP ? 'webp' : 'png';
+            const ext = SUPPORT_WEBP ? 'webp' : 'png';
             const folder = example.isGL ? 'data-gl' : 'data';
             return `${store.cdnRoot}/${folder}/thumb${themePostfix}/${example.id}.${ext}?_v_=${store.version}`;
         }
diff --git a/src/explore/Explore.vue b/src/explore/Explore.vue
index 89f418f..873674e 100644
--- a/src/explore/Explore.vue
+++ b/src/explore/Explore.vue
@@ -1,14 +1,6 @@
 <template>
 <div id="example-explore">
     <div id="left-container">
-        <div id="left-toolbar">
-            <el-switch
-                v-model="shared.darkMode"
-                active-color="#181432"
-                :active-text="$t('editor.darkMode')"
-                :inactive-text="''">
-            </el-switch>
-        </div>
         <div id="left-chart-nav">
             <scrollactive
                 active-class="active"
@@ -23,7 +15,7 @@
                         <a class="left-chart-nav-link scrollactive-item" :id="'left-chart-nav-' + category"
                             :href="'#chart-type-' + category"
                         >
-                            <span class="chart-icon"></span>
+                            <span class="chart-icon" v-html="icons[category]"></span>
                             <span class="chart-name">{{$t('chartTypes.' + category)}}</span>
                         </a>
                     </li>
@@ -50,6 +42,14 @@
             </div>
         </div>
     </div>
+    <div id="toolbar">
+        <el-switch
+            v-model="shared.darkMode"
+            active-color="#181432"
+            :active-text="$t('editor.darkMode')"
+            :inactive-text="''">
+        </el-switch>
+    </div>
 </div>
 </template>
 
@@ -61,7 +61,23 @@
 import {store} from '../common/store';
 import ExampleCard from './ExampleCard.vue';
 import LazyLoad from 'vanilla-lazyload/dist/lazyload.esm';
-import scrollIntoView from 'scroll-into-view';
+// import scrollIntoView from 'scroll-into-view';
+
+const icons = {};
+
+['line', 'bar', 'scatter', 'pie', 'radar', 'funnel', 'gauge', 'map',
+    'graph', 'treemap', 'parallel', 'sankey', 'candlestick', 'boxplot', 'heatmap',
+    'pictorialBar', 'themeRiver', 'calendar', 'custom', 'sunburst', 'tree', 'dataset', 'geo', 'lines',
+    'dataZoom', 'rich', 'drag'
+].forEach(function (category) {
+    icons[category] = require('../asset/icon/' + category + '.svg');
+});
+
+const glIcon = require('../asset/icon/gl.svg');
+['globe', 'bar3D', 'scatter3D', 'surface', 'map3D', 'lines3D', 'line3D',
+    'scatterGL', 'linesGL', 'flowGL', 'graphGL', 'geo3D'].forEach(function (category) {
+    icons[category] = glIcon;
+});
 
 const LAZY_LOADED_CLASS = 'ec-shot-loaded';
 
@@ -117,6 +133,8 @@
         return {
             shared: store,
 
+            icons,
+
             EXAMPLE_CATEGORIES,
             // [{
             //  category: '',
@@ -168,11 +186,9 @@
 
     methods: {
         onActiveNavChanged(event, currentItem, lastActiveItem) {
-            // currentItem && currentItem.scrollIntoView && currentItem.parentNode.scrollIntoView({
-            //     // behavior: "smooth"
-            // });
+            // currentItem && currentItem.scrollIntoView && currentItem.parentNode.scrollIntoView();
             // scrollIntoView(currentItem, {
-            //     time: 300,
+            //     time: 100,
             //     cancellable: false,
             //     align: {
             //         top: 0,
@@ -189,14 +205,18 @@
 @import "../style/color.scss";
 @import "../style/config.xl.scss";
 
-$chart-nav-width: 170px;
+$chart-nav-width: 200px;
 $chart-icon-width: 25px;
 $chart-icon-border: 1px;
 
-$left-toolbar-height: 30px;
+$toolbar-height: 30px;
 
 $nav-height: 50px;
-$nav-bg: #252839;
+$nav-active-bg: #5470C6;
+$nav-hover-border: $nav-active-bg;
+
+$nav-text-color: #6E7079;
+$nav-hover-text-color: #464646;
 
 $pd-basic: 10px;
 $pd-sm: 6px;
@@ -212,6 +232,32 @@
     bottom: 0;
     left: 0;
     overflow-y: auto;
+
+    ::-webkit-scrollbar {
+        height: 4px;
+        width: 4px;
+        -webkit-transition: all 0.3s ease-in-out;
+        transition: all 0.3s ease-in-out;
+        border-radius: 2px;
+        background: #fff;
+    }
+
+    ::-webkit-scrollbar-button {
+        display: none
+    }
+
+    ::-webkit-scrollbar-thumb {
+        width: 4px;
+        min-height: 15px;
+        background: rgba(50, 50, 50, 0.2) !important;
+        -webkit-transition: all 0.3s ease-in-out;
+        transition: all 0.3s ease-in-out;
+        border-radius: 2px
+    }
+
+    ::-webkit-scrollbar-thumb:hover {
+        background: rgba(0, 0, 0, 0.5) !important
+    }
 }
 
 #explore-container {
@@ -226,38 +272,41 @@
     h3 {
         margin-bottom: 20px;
         padding-bottom: 10px;
-        border-bottom: 1px solid #ccd3e8;
+        border-bottom: 1px solid #E1E5F2;
         font-weight: normal;
-        color: #252839;
+        color: #464646;
+        font-size: 20px;
     }
     .chart-type-head span {
-        font-size: 18px;
+        font-size: 16px;
         padding-left: 5px;
-        color: #999;
+        color: #949CB1;
         font-weight: 200;
     }
 }
 
 #left-container {
-    position: fixed;
-    top: 10px;
-    bottom: 10px;
-    left: 10px;
+    position: sticky;
+    left: 0;
+    top: 0;
+    float: left;
+    height: calc(100%);
     width: $chart-nav-width;
+    box-shadow: 0 0 10px rgba(0,0,0,0.1);
+    overflow-y: auto;
+
 }
 
-#left-toolbar {
-    position: absolute;
-    left: 0;
-    right: 0;
-    height: $left-toolbar-height;
-    top: 0;
+#toolbar {
+    position: fixed;
+    right: 30px;
+    top: 20px;
+    height: $toolbar-height;
     background-color: #fff;
-    border-radius: 10px;
+    border-radius: $toolbar-height / 2;
     // color: #fff;
+    padding: 4px 15px;
     box-shadow: 0 0 10px rgba(0,0,0,0.1);
-    padding-left: 5px;
-    padding-top: 4px;
 
     .el-switch__label * {
         font-size: 12px;
@@ -270,15 +319,9 @@
 }
 
 #left-chart-nav {
-    position: absolute;
-    left: 0;
-    right: 0;
-    bottom: 0;
-    top: $left-toolbar-height + 10px;
-    background-color: $nav-bg;
+    background-color: #fff;
     overflow-y: hidden;
-    border-radius: 10px;
-    color: #fff;
+    color: #111;
     box-shadow: 0 0 20px rgba(0,0,0,0.2);
 
     &:hover {
@@ -290,16 +333,16 @@
     }
 
     li {
-        transition: 0.5s;
+        // transition: background-color 0.5s;
         cursor: pointer;
 
         a {
             height: 45px;
-            padding: 10px 0 10px 10px;
+            padding: 10px 0 10px 20px;
             display: block;
-            transition: 0.5s;
+            // transition: background-color 0.5s;
             text-decoration: none;
-            color: inherit;
+            color: $nav-text-color;
 
             .chart-name {
                 display: inline-block;
@@ -310,24 +353,37 @@
 
             .chart-icon {
                 content: '';
+                width: 20px;
                 display: inline-block;
-                width: $chart-icon-width;
-                height: $chart-icon-width;
-                background-image: url('../asset/chart-icon.png');
-                background-size: $chart-icon-width;
-                background-repeat: no-repeat;
                 border-radius: 50%;
-                border: $chart-icon-border solid #fff;
                 vertical-align: middle;
-            }
-            &.active {
-                background-color: $clr-contrast;
+
+                svg {
+                    width: 100%!important;
+                    height: auto!important;
+                }
             }
 
+            &.active {
+                background-color: $nav-active-bg;
+                color: #fff;
+
+                .chart-icon * {
+                    fill: #fff;
+                }
+            }
+
+            &.active:hover {
+                color: #fff;
+            }
         }
 
         &:hover {
-            background-color: darken($nav-bg, 10);
+            border-right: 4px solid $nav-hover-border;
+
+            a {
+                color: $nav-hover-text-color;
+            }
         }
     }
 }
@@ -341,22 +397,4 @@
     }
 }
 
-// icon sprites
-$chart-types: 'line', 'bar', 'scatter', 'pie', 'radar', 'funnel', 'gauge', 'map',
-    'graph', 'treemap', 'parallel', 'sankey', 'candlestick', 'boxplot', 'heatmap',
-    'pictorialBar', 'themeRiver', 'calendar', 'custom', 'sunburst', 'tree',
-    'globe', 'bar3D', 'scatter3D', 'surface', 'map3D', 'lines3D', 'line3D',
-    'scatterGL', 'linesGL', 'flowGL', 'graphGL', 'geo3D', 'geo', 'lines', 'dataset';
-$chart-position: 0, 1, 2, 4, 5, 10, 9, 8, 7, 15, 16, 17, 3, 18, 11, 24, 25, 26, 27, 28, 14,
-    29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 8, 20, 22;
-
-@each $type in $chart-types {
-    $i: index($chart-types, $type);
-    $pos: nth($chart-position, $i);
-    #left-chart-nav-#{$type} .chart-icon {
-        background-position-x: - $chart-icon-border;
-        background-position-y: - $chart-icon-border - $pos * $chart-icon-width;
-    }
-}
-
 </style>
\ No newline at end of file
diff --git a/tool/build-example.js b/tool/build-example.js
index f548824..417634e 100644
--- a/tool/build-example.js
+++ b/tool/build-example.js
@@ -1,5 +1,5 @@
 const fs = require('fs');
-const glob = require('glob');
+const globby = require('globby');
 const path = require('path');
 const puppeteer = require('puppeteer');
 const matter = require('gray-matter');
@@ -10,6 +10,23 @@
 const util = require('util');
 const chalk = require('chalk');
 const sharp = require('sharp');
+const fse = require('fs-extra');
+const { compareImage } = require('../common/compareImage');
+const { runTasks } = require('../common/task');
+const nStatic = require('node-static');
+
+function optionToJson(obj, prop) {
+    let json = JSON.stringify(obj, function(key, value) {
+        if (typeof value === 'function') {
+            return 'expr: ' + value.toString();
+        }
+        return value;
+    }, 2);
+    return json;
+};
+function codeSize(code) {
+    return Buffer.byteLength(code, 'utf-8');
+}
 
 const parser = new argparse.ArgumentParser({
     addHelp: true
@@ -41,16 +58,23 @@
     return new Promise((resolve) => setTimeout(resolve, time));
 }
 
-const BUILD_THUMBS = sourceFolder === 'data' && !args.no_thumb;
-const BASE_PATH = 'file://' + __dirname;
-const SCREENSHOT_PAGE_URL = path.join(BASE_PATH, `../public/screenshot.html`);
+const BUILD_THUMBS = !args.no_thumb;
 const DEFAULT_PAGE_WIDTH = 700;
 const DEFAULT_PAGE_RATIO = 0.75;
 const OUTPUT_IMAGE_WIDTH = 600;
 
+const PORT = 3323;
+const BASE_URL = `http://localhost:${PORT}`;
+const SCREENSHOT_PAGE_URL = `${BASE_URL}/tool/screenshot.html`;
+
 const IGNORE_LOG = [
+    // For BMap
     'A cookie associated with a cross-site resource at',
-    'A parser-blocking, cross site'
+    'A parser-blocking, cross site',
+    // For ECharts GL
+    'RENDER WARNING',
+    'GL ERROR',
+    'GL_INVALID_OPERATION'
 ];
 
 async function convertToWebP(filePath) {
@@ -67,25 +91,13 @@
 ) {
     const thumbFolder = (theme !== 'default') ? ('thumb-' + theme) : 'thumb';
     const page = await browser.newPage();
-    await page.exposeFunction('readLocalFile', async (filePath, type) => {
-        filePath = filePath.replace(/^file:\/*?/, '');
-        return new Promise((resolve, reject) => {
-            fs.readFile(filePath, type || 'utf8', (err, text) => {
-                if (err) {
-                    reject(err);
-                }
-                else {
-                    resolve(text);
-                }
-            });
-        });
-    });
+
     await page.setViewport({
         width: (pageWidth || DEFAULT_PAGE_WIDTH),
         height: (pageWidth || DEFAULT_PAGE_WIDTH) * DEFAULT_PAGE_RATIO
     });
     const url = `${SCREENSHOT_PAGE_URL}?c=${basename}&s=${sourceFolder}&t=${theme}`;
-    const resourceRootPath = path.join(BASE_PATH, '../public/');
+    const resourceRootPath = `${BASE_URL}/public`;
     // console.log(url);
     await page.evaluateOnNewDocument(function (resourceRootPath) {
         window.ROOT_PATH = resourceRootPath;
@@ -98,7 +110,7 @@
     page.on('console', msg => {
         const text = msg.text();
         if (!IGNORE_LOG.find(a => text.indexOf(a) >= 0)) {
-            console.log('PAGE LOG:', text);
+            console.log(chalk.gray(`PAGE LOG[${basename}]: ${text}`));
         }
     });
     console.log(`Generating ${theme} thumbs.....${basename}`);
@@ -107,7 +119,7 @@
         try {
             await page.goto(url, {
                 waitUntil: 'networkidle0',
-                timeout: 10000
+                timeout: 20000
             });
         }
         catch (e) {
@@ -116,18 +128,57 @@
         }
         await waitTime(200);
         await waitTime(screenshotDelay || 0);
-        const fileBase = `${rootDir}public/${sourceFolder}/${thumbFolder}/${basename}`;
+        const thumbDir = `${rootDir}public/${sourceFolder}/${thumbFolder}`;
+        const fileBase = `${thumbDir}/${basename}`;
+        const filePathTmpRaw = `${fileBase}-tmp-raw.png`;
         const filePathTmp = `${fileBase}-tmp.png`;
         const filePath = `${fileBase}.png`;
-        console.log(filePath);
+
+        fse.ensureDirSync(thumbDir);
+
+        // Save option for further tests.
+        try {
+            const option = await page.evaluate(() => {
+                return _$getEChartsOption()
+            });
+            const optionStr = optionToJson(option);
+            fse.ensureDirSync(`${rootDir}public/${sourceFolder}/option/`);
+            fs.writeFileSync(`${rootDir}public/${sourceFolder}/option/${basename}.json`, optionStr, 'utf-8');
+        }
+        catch (e) {
+            console.error(chalk.red('Failed to generate option'));
+            console.error(chalk.red(e));
+        }
+
         await page.screenshot({
-            path: filePathTmp,
+            path: filePathTmpRaw,
             type: 'png'
         });
-        await sharp(filePathTmp).resize(OUTPUT_IMAGE_WIDTH, OUTPUT_IMAGE_WIDTH * DEFAULT_PAGE_RATIO)
-            .toFile(filePath);
+
+
+        await sharp(filePathTmpRaw)
+            .resize(OUTPUT_IMAGE_WIDTH, OUTPUT_IMAGE_WIDTH * DEFAULT_PAGE_RATIO)
+            .toFile(filePathTmp);
+
+        const {diffRatio} = await compareImage(filePath, filePathTmp, 0.1);
+
+        console.log(filePath);
+        if (diffRatio < 0.01) {
+            console.log('Not changed');
+        }
+        else {
+            console.log(diffRatio);
+            fs.copyFileSync(filePathTmp, filePath);
+            await convertToWebP(filePath);
+        }
+
+        try {
+            fs.unlinkSync(filePathOld);
+        }
+        catch (e) {}
+
+        fs.unlinkSync(filePathTmpRaw);
         fs.unlinkSync(filePathTmp);
-        await convertToWebP(filePath);
     }
     catch (e) {
         console.error(url);
@@ -137,21 +188,26 @@
 }
 
 (async () => {
-    const rootDir = path.join(__dirname, '../');
 
-    // await compress(`${rootDir}public/${sourceFolder}/thumb`);
-    // return;
+    const rootDir = path.join(__dirname, '../');
+    const fileServer = new nStatic.Server(rootDir);
+    const server = BUILD_THUMBS && require('http').createServer(function (request, response) {
+        request.addListener('end', function () {
+            fileServer.serve(request, response);
+        }).resume();
+    })
+    server && server.listen(PORT);
 
     let browser;
-    // https://github.com/GoogleChrome/puppeteer/issues/1260
     if (BUILD_THUMBS) {
         browser = await puppeteer.launch({
             headless: false,
             args: [
               '--headless',
               '--hide-scrollbars',
-              '--mute-audio',
-		      '--allow-file-access-from-files'
+              // https://github.com/puppeteer/puppeteer/issues/4913
+              '--use-gl=egl',
+              '--mute-audio'
             ]
         });
     }
@@ -159,121 +215,113 @@
     // TODO puppeteer will have Navigation Timeout Exceeded: 30000ms exceeded error in these examples.
     const screenshotBlackList = [];
 
+    const files = await globby(`${rootDir}public/${sourceFolder}/*.js`);
 
-    glob(`${rootDir}public/${sourceFolder}/*.js`, async function (err, files) {
+    const exampleList = [];
 
-        const exampleList = [];
+    let tasks = [];
 
-        const threadNum = BUILD_THUMBS ? 16 : 1;
-        let buckets = [];
-        for (let i = 0; i < files.length;) {
-            const bucket = [];
-            for (let k = 0; k < threadNum; k++) {
-                const fileName = files[i++];
-                if (!fileName) {
-                    continue;
-                }
-                const basename = path.basename(fileName, '.js');
-
-                if (
-                    !matchPattern || matchPattern.some(function (pattern) {
-                        return minimatch(basename, pattern);
-                    })
-                ) {
-                    bucket.push({
-                        buildThumb: BUILD_THUMBS && screenshotBlackList.indexOf(basename) < 0,
-                        basename
-                    });
-                }
-            }
-            buckets.push(bucket);
-        }
-
-        for (let theme of themeList) {
-            for (let bucket of buckets) {
-                const promises = [];
-
-                for (const {basename, buildThumb} of bucket) {
-
-                    // Remove mapbox temporary
-                    if (basename.indexOf('mapbox') >= 0
-                        || basename.indexOf('shanghai') >= 0
-                        || basename === 'lines3d-taxi-routes-of-cape-town'
-                        || basename === 'lines3d-taxi-chengdu'
-                        || basename === 'map3d-colorful-cities'
-                    ) {
-                        continue;
-                    }
-
-                    let fmResult;
-                    try {
-                        const code = fs.readFileSync(`${rootDir}public/${sourceFolder}/${basename}.js`, 'utf-8');
-                        fmResult = matter(code, {
-                            delimiters: ['/*', '*/']
-                        });
-                    }
-                    catch (e) {
-                        fmResult = {
-                            data: {}
-                        };
-                    }
-
-                    // const descHTML = marked(fmResult.body);
-
-                    try {
-                        const difficulty = fmResult.data.difficulty != null ? fmResult.data.difficulty : 10;
-                        const category = (fmResult.data.category || '').split(/,/g).map(a => a.trim()).filter(a => !!a);
-                        if (!exampleList.find(item => item.id === basename)) {  // Avoid add mulitple times when has multiple themes.
-                            exampleList.push({
-                                category: category,
-                                id: basename,
-                                tags: (fmResult.data.tags || '').split(/,/g).map(a => a.trim()).filter(a => !!a),
-                                theme: fmResult.data.theme,
-                                title: fmResult.data.title,
-                                titleCN: fmResult.data.titleCN,
-                                difficulty: +difficulty
-                            });
-                        }
-                        // Do screenshot
-                        if (buildThumb) {
-                            promises.push(takeScreenshot(
-                                browser,
-                                theme,
-                                rootDir,
-                                basename,
-                                fmResult.data.shotWidth,
-                                fmResult.data.shotDelay
-                            ));
-                        }
-                    }
-                    catch (e) {
-                        await browser.close();
-                        throw new Error(e.toString());
-                    }
-                }
-                if (promises.length) {
-                    await Promise.all(promises);
-                }
+    for (let theme of themeList) {
+        for (let fileName of files) {
+            const basename = path.basename(fileName, '.js');
+            if (
+                !matchPattern || matchPattern.some(function (pattern) {
+                    return minimatch(basename, pattern);
+                })
+            ) {
+                tasks.push({
+                    buildThumb: BUILD_THUMBS && screenshotBlackList.indexOf(basename) < 0,
+                    theme,
+                    basename
+                });
             }
         }
+    }
 
-        if (BUILD_THUMBS) {
+    await runTasks(tasks, async ({basename, buildThumb, theme}) => {
+        // Remove mapbox temporary
+        if (basename.indexOf('mapbox') >= 0
+            || basename.indexOf('shanghai') >= 0
+            || basename === 'lines3d-taxi-routes-of-cape-town'
+            || basename === 'lines3d-taxi-chengdu'
+            || basename === 'map3d-colorful-cities'
+
+            // TODO Examples that can't work temporary.
+            || basename === 'bar3d-music-visualization'
+        ) {
+            return;
+        }
+
+        let fmResult;
+        try {
+            const code = fs.readFileSync(`${rootDir}public/${sourceFolder}/${basename}.js`, 'utf-8');
+            fmResult = matter(code, {
+                delimiters: ['/*', '*/']
+            });
+        }
+        catch (e) {
+            fmResult = {
+                data: {}
+            };
+        }
+
+        try {
+            const difficulty = fmResult.data.difficulty != null ? fmResult.data.difficulty : 10;
+            const category = (fmResult.data.category || '').split(/,/g).map(a => a.trim()).filter(a => !!a);
+            if (!exampleList.find(item => item.id === basename)) {  // Avoid add mulitple times when has multiple themes.
+                exampleList.push({
+                    category: category,
+                    id: basename,
+                    tags: (fmResult.data.tags || '').split(/,/g).map(a => a.trim()).filter(a => !!a),
+                    theme: fmResult.data.theme,
+                    title: fmResult.data.title,
+                    titleCN: fmResult.data.titleCN,
+                    difficulty: +difficulty
+                });
+            }
+            // Do screenshot
+            if (buildThumb) {
+                await takeScreenshot(
+                    browser,
+                    theme,
+                    rootDir,
+                    basename,
+                    fmResult.data.shotWidth,
+                    fmResult.data.shotDelay
+                );
+            }
+        }
+        catch (e) {
+            server.close();
             await browser.close();
+            throw new Error(e.toString());
         }
+    }, sourceFolder === 'data-gl' ? 2 : 16);
 
-        exampleList.sort(function (a, b) {
-            if (a.difficulty === b.difficulty) {
-                return a.id.localeCompare(b.id);
-            }
-            return a.difficulty - b.difficulty;
-        });
+    if (BUILD_THUMBS) {
+        server.close();
+        await browser.close();
+    }
 
-        const code = `
+    exampleList.sort(function (a, b) {
+        if (a.difficulty === b.difficulty) {
+            return a.id.localeCompare(b.id);
+        }
+        return a.difficulty - b.difficulty;
+    });
+
+    const code = `
 /* eslint-disable */
 // THIS FILE IS GENERATED, DON'T MODIFY */
 export default ${JSON.stringify(exampleList, null, 2)}`;
-        if (!matchPattern) {
-            fs.writeFileSync(path.join(__dirname, `../src/data/chart-list-${sourceFolder}.js`), code, 'utf-8');
-        }
-    });
-})();
\ No newline at end of file
+    if (!matchPattern) {
+        fs.writeFileSync(path.join(__dirname, `../src/data/chart-list-${sourceFolder}.js`), code, 'utf-8');
+    }
+})();
+
+
+process.on('SIGINT', function() {
+    console.log('Closing');
+    // Close through ctrl + c;
+    process.exit();
+});
\ No newline at end of file
diff --git a/tool/screenshot.html b/tool/screenshot.html
new file mode 100644
index 0000000..44c9b5e
--- /dev/null
+++ b/tool/screenshot.html
@@ -0,0 +1,123 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/jquery@2.2.4/dist/jquery.min.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/bootstrap@3.3.7/dist/js/bootstrap.min.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/lodash@3.10.1/index.min.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/dat.gui@0.6.5/build/dat.gui.min.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5/dist/echarts.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5.0.0-alpha.2/map/js/china.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5.0.0-alpha.2/map/js/world.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5/dist/extension/dataTool.js"></script>
+    <script type="text/javascript" src="http://api.map.baidu.com/api?v=2.0&amp;ak=KOmVjPVUAey1G2E8zNhPiuQ6QiEmAwZu"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts@5/dist/extension/bmap.js"></script>
+    <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/echarts-stat@latest/dist/ecStat.min.js"></script>
+    <script type="text/javascript" src="./seedrandom.js"></script>
+    <style>
+        html, body {
+            margin: 0;
+            overflow: hidden;
+        }
+        #viewport {
+            position: absolute;
+            left: 0px;
+            top: 0px;
+            right: 0px;
+            bottom: 0px;
+        }
+    </style>
+</head>
+<body>
+<div id="viewport"></div>
+<script>
+    // Params parser
+    var params = {};
+    (location.search || '').substr(1).split('&').forEach(function (item) {
+        var kv = item.split('=');
+        params[kv[0]] = kv[1];
+    });
+
+    var myChart = echarts.init(document.getElementById('viewport'), params.t || null);
+    // var _$oldSetOption = myChart.setOption;
+    // var _$finalOption;
+    // myChart.setOption = function (option, notMerge) {
+    //     if (!_$finalOption || notMerge === true || (notMerge && notMerge.notMerge)) {
+    //         _$finalOption = option;
+    //     }
+    //     else {
+    //         // TODO Should be same logic with echarts merge.
+    //         _$finalOption = echarts.util.merge(_$finalOption, option);
+    //     }
+
+    //     return _$oldSetOption.apply(this, arguments);
+    // }
+    var _$getEChartsOption = function () {
+        return myChart.getOption();
+    }
+    var app = {};
+</script>
+<script>
+    var myrng = new Math.seedrandom('echarts');
+    Math.random = function () {
+        return myrng();
+    };
+
+    function addComponentPadding(componentOpt) {
+        if (!componentOpt) {
+            return;
+        }
+        if (!(componentOpt instanceof Array)) {
+            componentOpt = [componentOpt];
+        }
+        componentOpt.forEach(function (opt) {
+            if (!opt.padding) {
+                opt.padding = 15;
+            }
+        });
+    }
+
+    echarts.registerPreprocessor(function (option) {
+        option.animation = false;
+        // option.textStyle = {
+        //     fontSize: 14
+        // };
+        if (option.series) {
+            if (!(option.series instanceof Array)) {
+                option.series = [option.series];
+            }
+            option.series.forEach(function (seriesOpt) {
+                if (seriesOpt.type === 'graph') {
+                    seriesOpt.force = seriesOpt.force || {};
+                    seriesOpt.force.layoutAnimation = false;
+                }
+                seriesOpt.progressive = 1e5;
+                seriesOpt.animation = false;
+            });
+        }
+        addComponentPadding(option.title);
+        addComponentPadding(option.legend);
+        addComponentPadding(option.toolbox);
+    });
+
+    if (params.c) {
+        if (!window.ROOT_PATH) {
+            // When visiting `screenshot.html` In browser.
+            console.error('No ROOT_PATH specified. Use default ROOT_PATH "."');
+            window.ROOT_PATH = '.';
+        }
+        var sourceFolder = params.s || 'data';
+        var scriptTag = document.createElement('script');
+        scriptTag.async = false;
+        scriptTag.src = `../public/${sourceFolder}/${params.c}.js`
+        document.body.appendChild(scriptTag);
+
+        scriptTag.onload = function () {
+            if (typeof option !== 'undefined' && option) {
+                myChart.setOption(option);
+            }
+        }
+    }
+</script>
+</body>
+</html>
\ No newline at end of file