{"id":2174,"date":"2020-05-07T19:48:30","date_gmt":"2020-05-07T11:48:30","guid":{"rendered":"http:\/\/www.storagelab.org.cn\/zhangdi\/?p=2174"},"modified":"2020-05-07T19:48:30","modified_gmt":"2020-05-07T11:48:30","slug":"charticulator-%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/www.divis.cn\/index.php\/2020\/05\/07\/charticulator-%e8%af%a6%e8%a7%a3\/","title":{"rendered":"charticulator \u8be6\u89e3"},"content":{"rendered":"<blockquote><p>\u4ee5\u4e0b\u5185\u5bb9\u5e76\u4e0d\u5b8c\u5168\u662fCharticulator: Interactive Construction of Bespoke Chart Layouts\u8fd9\u7bc7\u8bba\u6587\u7684\u7ffb\u8bd1\u3002\u800c\u662f\u7ed3\u5408\u4e86Charticulator<a href=\"https:\/\/charticulator.com\/docs\/user-interaction.html\">\u5b98\u65b9\u4f7f\u7528\u8bf4\u660e<\/a>\u3001\u81ea\u5df1\u7684\u611f\u60f3\u548c\u8bba\u6587\u539f\u6587\u7684\u7efc\u5408\u4ecb\u7ecd\u3002<\/p><\/blockquote>\n<p>Charticulator \u662f\u5fae\u8f6f\u7814\u7a76\u96622018\u5e74\u63a8\u51fa\u7684\u4e00\u6b3e\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ea4\u4e92\u521b\u4f5c\u7684\u65b9\u5f0f\u5236\u4f5c\u56fe\u8868\u7c7b\u578b\u6a21\u677f\uff0c\u7136\u540e\u8fd8\u53ef\u4ee5\u5bfc\u5165 Power BI \u53bb\u652f\u6301\u6269\u5145\u5176\u56fe\u8868\u7c7b\u578b\u3002Charticulator \u7279\u522b\u4e4b\u5904\u5728\u4e8e\u5176\u5728\u56fe\u5143\u5e03\u5c40\u7684\u5904\u7406\u4e0a\u6240\u505a\u7684\u63a2\u7d22\u5de5\u4f5c\uff0c\u5bf9\u4e8e\u6b64\u7c7b\u5de5\u5177\u7684\u8bbe\u8ba1\u5177\u6709\u5f88\u5f3a\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/charticulator3.png\" \/><\/p>\n<h2>1. \u76f8\u5173\u5de5\u4f5c<\/h2>\n<p>\u539f\u6587\u6839\u636e Grammel et al. [13] and Mei et al. [21]\u7b49\u4eba\u5bf9\u53ef\u89c6\u5316\u56fe\u8868\u521b\u5efa\u5de5\u5177\u7684\u7efc\u8ff0\u6587\u7ae0\uff0c\u5c06\u8fd9\u53ef\u89c6\u5316\u56fe\u8868\u521b\u5efa\u5de5\u5177\u5206\u4e3a\u4e86\u5982\u4e0b5\u7c7b\uff1a<\/p>\n<ol>\n<li><strong>Imperative Programming (\u547d\u4ee4\u5f0f\u7f16\u7a0b)<\/strong>\u5982Processing\u3001ProtoVis\u3001D3\u3002<strong>Declarative Programming(\u58f0\u660e\u5f0f\u7f16\u7a0b)<\/strong>\u5982Vega\u3001ggplot2\u3001Vega-Lite\uff0c\u5171\u540c\u7279\u70b9\u5176\u81ea\u7531\u5ea6\u90fd\u4ee5\u590d\u6742\u6027\u4ee3\u4ef7\uff0c\u5177\u6709\u9661\u5ced\u7684\u5b66\u4e60\u66f2\u7ebf\u3002\u800cCharticulator\u901a\u8fc7\u6dfb\u52a0\u201c\u5e03\u5c40\u7ea6\u675f\u201d\u548c\u201c\u5e03\u5c40\u7ec4\u5408\u201d\u7684\u6982\u5ff5\u6269\u5c55\u4e86\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u7528\u6237\u4e0d\u9700\u8981\u7f16\u7801\u5c31\u53ef\u4ee5\u6e05\u6670\u8868\u8fbe\u5e03\u5c40\u7ed3\u6784\u3002<\/li>\n<li><strong>\u6a21\u677f\u7f16\u8f91( <span class=\"fontstyle0\">Template Editing<\/span>)<\/strong>\uff0c \u5982 <span class=\"fontstyle0\">Datamatic [44], RAWGraphs [19],Infogram [49], Easelly [45], Plot.ly [52], Piktochart [51], ChartBlocks [43], iCharts [48], and Quadrigram [53]. \u5171\u540c\u7279\u70b9\u662f\u7528\u6237\u65e0\u6cd5\u4fee\u6539\u6a21\u677f\uff0c\u53ea\u80fd\u5728\u6a21\u677f\u57fa\u7840\u4e0a\u4fee\u6539\u4e00\u4e9b\u5c5e\u6027\u6216\u8005\u5c0f\u90e8\u4ef6\uff0c\u65e0\u6cd5\u5b9e\u73b0\u65b0\u9896\u7684\u56fe\u8868\u8bbe\u8ba1\u3002<\/span><\/li>\n<li><strong>\u8d27\u67b6\u914d\u7f6e( <span class=\"fontstyle0\">Shelf Configuration<\/span>)<\/strong>, \u5982Tableau(formerly Polaris [34]), Polestar [38], Voyager [38], and Voyager 2 [39]\uff0c\u5171\u540c\u7279\u70b9\u662f\u7528\u6237\u53ef\u4ee5\u628a\u6570\u636e\u7ef4\u5ea6\u53ca\u5176\u6d3e\u751f\u7684\u53d8\u91cf\u7ed1\u5b9a\u5230X\u8f74\u3001Y\u8f74\u6216\u8005mark\u7684\u89c6\u89c9\u5c5e\u6027\u4e0a\uff08\u5982\u989c\u8272\u3001\u5927\u5c0f\u7b49\uff09\u3002\u4f46\u662f\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u65e2\u4e0d\u5141\u8bb8\u6307\u5b9a\u7531\u591a\u4e2a\u6807\u8bb0\u7ec4\u6210\u7684glyph\uff0c\u4e5f\u4e0d\u5141\u8bb8\u540c\u65f6\u4f7f\u7528\u7ec6\u7c92\u5ea6\u7684\u6807\u8bb0\u6837\u5f0f\uff0c\u800c\u5176\u5e95\u5c42\u56fe\u8868\u5e03\u5c40\u5219\u7531\u7528\u6237\u65e0\u6cd5\u914d\u7f6e\u7684\u6a21\u677f\u6765\u6307\u5b9a\u3002<strong> \u4f46\u662f\uff0c\u7531\u4e8e\u8fd9\u4e9b\u5de5\u5177\u7684\u62d6\u653e\u6570\u636e\u7ed1\u5b9a\u4ea4\u4e92\u6613\u4e8e\u5b66\u4e60\u548c\u4f7f\u7528\uff0c\u56e0\u6b64Charticulator\u5c06\u7c7b\u4f3c\u7684\u4ea4\u4e92\u5e94\u7528\u4e8e\u5e03\u5c40\u89c4\u8303\u4e0a\u3002<\/strong><\/li>\n<li><strong>\u53ef\u89c6\u5316\u6784\u5efa\u5de5\u5177(visual builder)<\/strong>\u6bd4\u5982Lyra\u3001iVisDesigner\u3001InfoNice\u7b49\u5de5\u5177\uff0c\u652f\u6301\u5c06\u6570\u636e\u4e0e\u6807\u8bb0\u3001\u56fe\u50cf\u548c\u6587\u672c\u7ed1\u5b9a\uff0c\u7136\u540e\u7ec4\u5408\u6210\u590d\u6742\u56fe\u5143\u5bf9\u8c61\u3002\u4f46\u662f\u8fd9\u4e9b\u5de5\u5177\u5e03\u5c40\u529f\u80fd\u5f88\u5f31\uff0c\u901a\u5e38\u53ea\u80fd\u901a\u8fc7\u6570\u636e\u7ed1\u5b9a\u7684\u7c7b\u578b\u63a8\u65ad\u5e03\u5c40\u3002\u53e6\u4e00\u4e2a\u6700\u65b0\u7684\u5de5\u5177DataInk\uff0c\u867d\u7136\u652f\u6301\u7528\u6237\u521b\u5efa\u624b\u7ed8\u5e03\u5c40\uff0c\u4f46\u4f9d\u7136\u5f88\u96be\u521b\u5efa\u590d\u6742\u5e03\u5c40\u3002\u4e0eInfoNice\u76f8\u4f3c\uff0cDataInk\u4e3b\u8981\u4e13\u6ce8\u4e8e\u8868\u8fbeglyph\u800c\u4e0d\u662f\u5e03\u5c40\u3002Adobe\u7684Data Illustrator\u7684\u91cd\u590d\u548c\u5206\u5272\u7f51\u683c\u529f\u80fd\uff0c\u53ea\u80fd\u5904\u7406\u6b63\u4ea4\u5e03\u5c40\u7684\u7b80\u5355\u7ed3\u6784\u3002VisComposer\u4ec5\u652f\u6301\u4e00\u7ec4\u56fa\u5b9a\u7684\u7ec4\u5408\u56fe\u8868\uff0c\u5e76\u4e14\u9700\u8981\u8fdb\u884c\u7f16\u7a0b\u4ee5\u521b\u5efa\u5176\u4ed6\u89c6\u89c9\u7f16\u7801\u3002<strong>\u800cCharticulator\u5c06\u5e03\u5c40\u4f5c\u4e3a\u8bbe\u8ba1\u7684\u4f18\u5148\u9009\u62e9<\/strong>\uff0c\u7528\u6237\u53ef\u4ee5\u521b\u5efa\u5d4c\u5957\u7684\u591a\u5c42\u6b21\u5e03\u5c40\uff0c\u5e76\u4e14\u4f9d\u8d56\u4e8e\u591a\u79cd\u5750\u6807\u7cfb\u3002\u6700\u540e\uff0ccharticulator\u53ef\u4ee5\u8ba9\u7528\u6237\u5c06\u4ed6\u4eec\u7684\u8bbe\u8ba1\u5bfc\u51fa\u6210\u53ef\u91cd\u7528\u6a21\u677f\uff0c\u7136\u540e\u5bfc\u5165\u5230\u5176\u4ed6\u53ef\u89c6\u5316\u7cfb\u7edf\u4e2d\uff0c\u5982Microsoft Power BI\u3002<\/li>\n<li><strong>\u57fa\u4e8e\u7ea6\u675f\u7684\u521b\u4f5c( Constraint-based Authoring)<\/strong>\uff0c\u662f\u4f7f\u7528\u6570\u636e\u7ea6\u675f\u8bbe\u8ba1\u7528\u6237\u754c\u9762\u3001\u56fe\u8868\u548c\u5176\u4ed6\u56fe\u5f62\u5185\u5bb9\u3002\u5178\u578b\u4f8b\u5b50\u6709ThingLab, GADGET, \u8fd8\u6709Android\u7684ConstraintLayout\uff0c\u8fd9\u4e9b\u5de5\u5177\u4e3b\u8981\u7528\u6765\u521b\u5efa\u7528\u6237\u754c\u9762\uff0c\u4f46\u53ea\u652f\u6301\u5bf9\u4e00\u7ec4\u56fa\u5b9a\u7684\u5bf9\u8c61\u548c\u7ec4\u4ef6\u521b\u5efa\u7ea6\u675f\u3002\u53e6\u4e00\u7c7b\u5de5\u5177\u662f\u521b\u5377\u56fe\u5f62\u53ef\u89c6\u5316\u7cfb\u7edf\u5de5\u5177\uff0c\u5982 <span class=\"fontstyle0\">GLIDE [29] <\/span><span class=\"fontstyle0\">Delaunay [10] TRIP system [35] \uff0c\u4ed6\u4eec\u6216\u662f\u4e13\u6ce8\u4e8e\u56fe\u5f62\u6216\u6811\u7684\u53ef\u89c6\u5316\uff0c\u8981\u4e48\u4f7f\u7528\u7f16\u7a0b\u8bed\u8a00\u7f16\u5199\u7ea6\u675f\u89c4\u8303\u3002<strong>\u800cCharticulator\uff0c\u65e0\u9700\u7f16\u7a0b\u53ea\u9700\u8981\u4f7f\u7528\u8fdb\u884c\u8bbe\u8ba1\u7684\u7528\u6237\u4ea4\u4e92\u5c31\u53ef\u4ee5\u6709\u6548\u6307\u5b9a\u516c\u5171\u5e03\u5c40\u7684\u7ea6\u675f\u3002<\/strong><\/span><\/li>\n<\/ol>\n<h2>2. Charticulator\u7684\u8bbe\u8ba1\u539f\u5219<\/h2>\n<p>Charticulator\u662f\u4e3a\u7f3a\u4e4f\u7f16\u7a0b\u6280\u80fd\u7684\u4eba\u8bbe\u8ba1\u7684\uff0c\u8fd9\u4e9b\u4eba\u53ef\u80fd\u5305\u62ec\u8bbe\u8ba1\u5e08\u3001\u8bb0\u8005\u548c\u5206\u6790\u5e08\u3002\u4e3a\u4e86\u652f\u6301\u591a\u79cd\u56fe\u8868\u5e03\u5c40\u8bbe\u8ba1\uff0c\u6211\u4eec\u786e\u5b9a\u4e86\u4ee5\u4e0b\u4e09\u4e2a\u6307\u5bfc\u8bbe\u8ba1\u539f\u5219\uff1a<\/p>\n<ol>\n<li><strong>Charticulator\u5c06\u5e03\u5c40\u89c6\u4e3a\u91cd\u8981\u7684\u8bbe\u8ba1\u5185\u5bb9\uff0c\u5e76\u5728\u7528\u6237\u754c\u9762\u4e2d\u8fdb\u884c\u5448\u73b0\u3002<\/strong><\/li>\n<li><strong>\u4e3a\u4e86\u80fd\u591f\u7075\u6d3b\u5730\u6307\u5b9a\u5e03\u5c40\uff0c\u6211\u4eec\u5c06\u5e03\u5c40\u89c4\u8303\u5206\u89e3\u4e3a\u53ef\u7ec4\u5408\u7684\u5c40\u90e8\u7ea6\u675f\uff08partial specification\uff09\u3002<\/strong>\u4f8b\u5982\uff0c\u4e0b\u56fe\u7684\u56fe\u8868\u53ef\u4ee5\u5206\u89e3\u4e3a\u51e0\u4e2a\u5c42\u6b21\uff1a\u6700\u9876\u5c42\u662f\u6cbf\u7740\u87ba\u65cb\u7ebf\u5e03\u5c40\u7684\u6574\u4f53\u7ed3\u6784PlotSegment(\u56fe\u8868\u533a\u5757)\uff0c\u5176\u4e2d\u7684\u5b50\u7ed3\u6784\u662f\u6954\u5f62\u7684Glyph(\u5b57\u5f62)\uff0c\u6954\u5f62\u5185\u90e8\u5219\u5305\u62ec\u4e00\u4e9bMark(\u6807\u8bb0)\u53ca\u5176\u4e4b\u95f4\u7684\u4f4d\u7f6e\u5173\u7cfb(\u4f8b\u5982\u4e94\u89d2\u661f\u5fc5\u987b\u5728\u6954\u5f62\u7684\u4e2d\u5fc3\u4f4d\u7f6e)\u3002\u4ee5\u4e0a\u8fd9\u4e0d\u540c\u5c42\u6b21\u7684\u5e03\u5c40\u89c4\u8303\uff0c\u5c31\u662f\u5c40\u90e8\u7ea6\u675f\uff0c\u7ec4\u5408\u5728\u4e00\u8d77\u5c31\u80fd\u6784\u5efa\u5177\u6709\u590d\u6742\u5e03\u5c40\u7684\u539f\u521b\u56fe\u8868\u3002\u4e3a\u4e86\u4fbf\u4e8e\u7528\u6237\u5904\u7406\u5c40\u90e8\u7ea6\u675f\uff0cCharticulator\u5c06\u5e03\u5c40\u89c4\u8303\u5206\u4e3a\u4e24\u4e2a\u7ea7\u522b\u5f7c\u6b64\u72ec\u7acb\u5730\u8fdb\u884c\u5904\u7406\uff1a\u56fe\u8868\u7ea7\u522b(chart-level)\u548c\u5b57\u5f62\u7ea7\u522b(Glyph-level)\u3002\u4e3a\u6b64\u63d0\u4f9b\u4e24\u4e2a\u72ec\u7acb\u7684\u7f16\u8f91\u753b\u5e03\uff1a\u4e00\u4e2a\u7528\u4e8e\u5b57\u5f62\u7ea7\u7f16\u8f91\uff0c\u53e6\u4e00\u4e2a\u7528\u4e8e\u56fe\u8868\u7ea7\u7f16\u8f91\u3002\u66f4\u6539\u5176\u4e2d\u4e00\u7ea7\u7684\u5185\u5bb9\uff0c\u4e0d\u9700\u8981\u7528\u6237\u91cd\u65b0\u6307\u5b9a\u53e6\u4e00\u7ea7\u7684\u5185\u5bb9\u3002<img decoding=\"async\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/term-illustration.png\" \/><\/li>\n<li><strong>\u5e73\u8861\u76f4\u63a5\u64cd\u4f5c\u548c\u914d\u7f6e\u9762\u677f\u3002<\/strong>\u5982\u540c\u5927\u591a\u6570\u77e2\u91cf\u7ed8\u56fe\u5de5\u5177\uff08\u5982Adobe Illustrator \uff09\u4e00\u6837, Charticulator\u4f7f\u7528\u6237\u80fd\u591f\u76f4\u63a5\u64cd\u4f5c\u5e03\u5c40\u53c2\u6570\uff0c\u5982\u951a\u70b9(anchor)\u3001\u8fb9\u8ddd(margin)\u548c\u95f4\u9699(gap)\u3002\u4f46\u662f\uff0c\u4e5f\u6709\u8bb8\u591a\u5e03\u5c40\u76f8\u5173\u7684\u64cd\u4f5c\u4e0d\u80fd\u7b80\u5355\u5730\u663e\u793a\u4e3a\u53ef\u64cd\u4f5c\u5bf9\u8c61\u3002\u4f8b\u5982\uff0cglyph\u53ef\u4ee5\u6c34\u5e73\u6216\u5782\u76f4\u5806\u53e0\uff0c\u4e5f\u53ef\u4ee5\u5728\u7f51\u683c\u4e2d\u5e03\u5c40\u3002\u7531\u4e8e\u5e03\u5c40\u88ab\u6307\u5b9a\u4e3a\u8bb8\u591a\u7ea6\u675f\u7684\u7ec4\u5408\uff0cCharticulator\u8bbe\u8ba1\u4e86\u4e00\u7ec4\u7b80\u6d01\u7684\u83dc\u5355\u548c\u9762\u677f\u6765\u8868\u793a\u8fd9\u4e9b\u4e0d\u80fd\u76f4\u63a5\u64cd\u4f5c\u7684\u9009\u9879\uff0c\u5177\u4f53\u8be6\u89c1\u7b2c\u56db\u8282\u3002<\/li>\n<\/ol>\n<h2>3. Charticulator\u7684\u6982\u5ff5\u6846\u67b6<\/h2>\n<p>\u539f\u6587\u4e2d\u7528\u516c\u5f0f\u63cf\u8ff0\u4e86charticulator\u7684\u6982\u5ff5\u6846\u67b6\uff0c\u5305\u542b\u4e09\u5927\u7c7b\u5185\u5bb9\uff1a\u5b57\u5f62\u7ea7\u5143\u7d20\uff08Glyph-level \uff09\u3001\u56fe\u8868\u7ea7\u5143\u7d20\uff08Chart-level \uff09\u4ee5\u53ca\u5e03\u5c40\u4f9d\u8d56\uff08LayoutConstraint\uff09\u3002\u5982\u4e0a\u6587\u6240\u8ff0\uff0ccharticulator\u4e3a\u4e86\u65b9\u4fbf\u5e03\u5c40\u7ec4\u5408\u7684\u5b9a\u4e49\uff0c\u9488\u5bf9\u56fe\u8868\u7ea7\u522b(Chart-level)\u5143\u7d20\u548c\u5b57\u5f62\u7ea7\u522b(Glyph-level)\u5143\u7d20\u5206\u522b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u753b\u5e03\uff0c\u6765\u505a\u8be5\u7ea7\u522b\u5143\u7d20\u7684\u5e03\u5c40\u548c\u5c5e\u6027\u7684\u4fee\u6539\u3002\u8fd9\u662fcharticulator\u76f8\u5bf9\u4e8e\u5176\u4ed6\u5de5\u5177\u4e0a\u7684\u6700\u5927\u521b\u65b0\uff0c\u8fd9\u6837\u7528\u6237\u5c31\u80fd\u4ee5\u8f83\u4f4e\u64cd\u4f5c\u6210\u672c\u548c\u7406\u89e3\u6210\u672c\uff0c\u6765\u5b9e\u73b0\u8fd9\u79cd\u5177\u6709\u4e24\u7ea7\u5d4c\u5957\u7ed3\u6784\u7684\u56fe\u8868\u3002<\/p>\n<figure style=\"width: 1083px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/anchors-handles.png\" alt=\"\" width=\"1083\" height=\"649\" \/><figcaption class=\"wp-caption-text\">Charticulator\u5c06Glyph\u4e0eChart\u7684\u7f16\u8f91\u9762\u677f\u5206\u5f00\u3002\u5728\u4e0a\u56fe\u4e2d\uff0c\u5de6\u8fb9\u662fGlyph\u9762\u677f\uff0c\u786e\u5b9a\u4e86Glyph\u4e2d\u7ec4\u4ef6\u7684\u5173\u7cfb\uff08\u4e00\u4e2atext\u6587\u672c\u5728rect\u65b9\u5f62\u4e0a\u4fa7\uff09\uff0c\u7136\u540e\u5728\u53f3\u4fa7\u7684Chart\u9762\u677f\uff0c\u8fd9\u4e2aGlyph\u6309\u7167Chart\u9762\u677f\u4e2d\u6307\u5b9a\u7684\u5f84\u5411\u5e03\u5c40\u751f\u6210\u4e86\u4e00\u4e2a\u5357\u4e01\u683c\u5c14\u73ab\u7470\u56fe\u3002\u5728Chart\u9762\u677f\u4e2d\u7528\u6237\u4e0d\u80fd\u8c03\u8282Glyph\u7684\u5143\u7d20\u4f4d\u7f6e\uff0c\u4f46\u53ef\u4ee5\u8bbe\u7f6eChart\u7ea7\u522b\u7684\u4e00\u4e9b\u5c5e\u6027\u548c\u5e03\u5c40\u4f9d\u8d56\uff0c\u4f8b\u5982Glyph\u4e4b\u95f4\u7684\u95f4\u8ddd\u5927\u5c0f\u3002\u6240\u6709\u8fd9\u4e9b\u53ef\u8c03\u8282\u6570\u503c\u90fd\u53ef\u4ee5\u4e0e\u5177\u4f53\u6570\u636e\u96c6\u7ed1\u5b9a\u3002<\/figcaption><\/figure>\n<p>\u4ee5\u4e0b\u662fcharticulator\u4e09\u5927\u7c7b\u6982\u5ff5\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n<p><strong>1. Glyph-level \u5b57\u5f62\u7ea7\u522b\u5143\u7d20<\/strong><\/p>\n<ol>\n<li>Mark := Rectangle | Symbol | Line | Text mark\u662f\u4e0d\u53ef\u5206\u5272\u7684\u6807\u8bb0\uff0c\u5305\u62ec\u65b9\u5f62\u3001\u6807\u8bb0\uff08\u4f8b\u5982\u4e94\u89d2\u661f\uff0c\u5706\u70b9\u7b49\uff0c\u6b64\u5916\u7528\u6237\u8fd8\u53ef\u4ee5\u5bfc\u5165\u4f4d\u56fe\u4f5c\u4e3a\u6807\u8bb0\uff09\u3001\u7ebf\u548c\u6587\u672c<\/li>\n<li>GlyphElement := Mark | Guide | GuideCoordinator | DataDrivenGuide \u5b57\u5f62\u5143\u7d20\uff0c\u5305\u62ec\u6807\u8bb0\uff0c\u8f85\u52a9\u7ebf\uff08\u662f\u4ec5\u5728\u8bbe\u8ba1\u9636\u6bb5\u53ef\u89c1\u7684\u6307\u793a\u7ebf\uff0c\u7528\u4e8e\u5bf9\u9f50\u5bf9\u8c61\uff0c\u4f8b\u5982\u7528\u4e8e\u5bf9\u9f50\u6807\u8bb0\u9876\u90e8\u7684\u6c34\u5e73\u5f15\u5bfc\u7ebf\uff09\uff0c\u8f85\u52a9\u7ebf\u5750\u6807\u7cfb\uff08\u53ef\u4ee5\u4e00\u6b21\u6dfb\u52a0\u591a\u6761\u8f85\u52a9\u7ebf\uff0c\u4f8b\u5982\u6c34\u5e73\u4e94\u7b49\u5206\u8f85\u52a9\u7ebf\uff09\uff0cDDG\uff08\u4e00\u79cd\u6309\u6570\u636e\u6807\u8bc6\u56fe\u5143\u5927\u5c0f\u7684\u6bd4\u4f8b\u5c3a\uff09<\/li>\n<li>Glyph := GlyphElement*, LayoutConstraint&lt;GlyphElement&gt;*\uff08\u5b57\u5f62\uff0c\u5305\u62ec\u6570\u4e2a\u5b57\u5f62\u5143\u7d20\u548c\u5b57\u5f62\u5143\u7d20\u7684\u5e03\u5c40\u4f9d\u8d56\uff09<\/li>\n<\/ol>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/marks-toolbar.png\" width=\"483\" height=\"133\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/new-guide.png\" width=\"393\" height=\"120\" \/><\/p>\n<p><strong>2.Chart-level \u56fe\u8868\u7ea7\u522b\u7684\u7f16\u8f91\u548c\u5e03\u5c40\u7ed3\u6784<\/strong><\/p>\n<ol>\n<li>ChartElement := PlotSegment | Link | Mark | Legend | Guide | GuideCoordinator \u56fe\u8868\u5143\u7d20\uff0c\u5305\u542b\u56fe\u8868\u5206\u5757\uff0c\u94fe\u63a5\uff0c\u6807\u8bb0(\u8fd9\u91cc\u662f\u56fe\u8868\u7ea7\u6807\u8bb0)\uff0c\u56fe\u4f8b\uff0c\u8f85\u52a9\u7ebf\uff0c\u5750\u6807\u7cfb<\/li>\n<li>PlotSegment := Glyph, (Scaffold | Axis){0..2}, Sublayout, CoordinateSystem \u56fe\u8868\u5206\u5757\u662f\u6784\u6210\u56fe\u8868\u7684\u57fa\u672c\u5143\u7d20\uff0c\u5305\u542b\u5b57\u5f62\uff0c\u5e03\u5c40\u811a\u624b\u67b6\u548c\u5750\u6807\u8f74\uff08\u81f3\u591a2\u4e2a\uff09\uff0c\u5b50\u5e03\u5c40\uff0c\u5750\u6807\u7cfb\u7edf<\/li>\n<li>Chart := ChartElement*, Scale*, LayoutConstraint&lt;ChartElement&gt;* \u56fe\u8868\uff0c\u901a\u5e38\u5305\u542b\u6570\u4e2a\u56fe\u8868\u5143\u7d20\uff0c\u6570\u4e2a\u6bd4\u4f8b\u5c3a\uff0c\u548c\u6570\u4e2a\u56fe\u8868\u5143\u7d20\u7684\u5e03\u5c40\u4f9d\u8d56<\/li>\n<\/ol>\n<p><strong>3.\u56fe\u5143\u5c5e\u6027\u548c\u5e03\u5c40\u4f9d\u8d56\u5b9a\u4e49<\/strong><\/p>\n<ol>\n<li>Attribute := &#8220;x1&#8221; | &#8220;y1&#8221; | &#8220;x2&#8221; | &#8220;y2&#8221; | &#8230; \u4e00\u822c\u610f\u4e49\u4e0a\u7684\u5c5e\u6027\uff0c\u53ef\u4ee5\u4e0e\u67d0\u4e2a\u6570\u636e\u7ef4\u5ea6\u6216\u5176\u884d\u751f\u53d8\u91cf\u8fdb\u884c\u7ed1\u5b9a<\/li>\n<li>ElementAttribute&lt;ElementType&gt; := ElementType, Attribute \u56fe\u5143\u5c5e\u6027\uff0c\u7531\u5143\u7d20\u7c7b\u578b\u548c\u5176\u5bf9\u5e94\u7684\u5c5e\u6027\u5b9a\u4e49\uff0c\u4e0d\u540c\u7c7b\u578b\u7684\u5143\u7d20\u5bf9\u5e94\u7684\u5c5e\u6027\u4e0d\u540c<\/li>\n<li>ParentAttribute := Attribute \u7236\u7ea7\u5c5e\u6027\uff0c\u8ddf\u666e\u901a\u5c5e\u6027\u5b9a\u4e49\u76f8\u540c<\/li>\n<li>ConstraintType := &#8220;equals&#8221; \u4f9d\u8d56\u7c7b\u578b\uff0c\u4e3b\u8981\u6307\u5e03\u5c40\u4f9d\u8d56\u7684\u7b49\u5f0f\uff0c Charticulator\u5f53\u524d\u4ec5\u652f\u6301\u76f8\u7b49\u7ea6\u675f<\/li>\n<li>LayoutConstraint&lt;ElementType&gt; := (ParentAttribute | ElementAttribute&lt;ElementType&gt;){2}, ConstraintType\u5e03\u5c40\u4f9d\u8d56\uff0c\u75312\u4e2a\u7236\u7ea7\u5c5e\u6027\u6216\u5143\u7d20\u5c5e\u6027\u4ee5\u53ca\u4f9d\u8d56\u7c7b\u578b\u5b9a\u4e49<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/shapes.png\" \/><\/p>\n<h2>4. \u5e03\u5c40\u7684\u7ec4\u5408\u65b9\u5f0f<\/h2>\n<p><strong>\u56fe\u8868\u5206\u5757<\/strong>(PlotSegment)\u662f\u6784\u6210charticulator\u7684\u56fe\u8868\u5143\u7d20\uff08chart-level\uff09\u7ed3\u6784\u7684\u57fa\u672c\u6a21\u5757\u3002\u4e00\u4e2a\u56fe\u8868\u81f3\u5c11\u5305\u542b\u4e00\u4e2aPlotSegment\uff0cPlotSegmen \u9ed8\u8ba4\u662f\u957f\u65b9\u5f62\u3002\u800c\u6bcf\u4e2aPlotSegment\u5185\u90e8\u7684<strong>\u5b57\u5f62<\/strong>(Glyph)\u7684\u6446\u653e\u4f4d\u7f6e\uff0c\u7531<strong>\u5750\u6807\u7cfb\u7edf<\/strong>(CoordinateSystem )\u51b3\u5b9a\u3002CoordinateSystem\u6709\u4e09\u79cd\uff1a<\/p>\n<ol>\n<li>\u6b63\u4ea4\u5e03\u5c40\uff0c\u5373\u7531\u6c34\u5e73\u8f74X\u8f74\u548c\u5782\u76f4\u8f74Y\u8f74\u5b9a\u4e49\u7684\u7b1b\u5361\u5c14\u5750\u6807\u7cfb<\/li>\n<li>\u5f84\u5411\u5e03\u5c40\uff0c\u5373\u7531\u89d2\u5ea6\u548c\u534a\u5f84\u5b9a\u4e49\u7684\u6781\u5750\u6807\u7cfb<\/li>\n<li>\u81ea\u7531\u5e03\u5c40\uff0c\u4e5f\u53eb\u66f2\u7ebf\u5e03\u5c40\uff0c\u5373\u7531\u66f2\u7ebf\u7684\u5207\u7ebf\u548c\u6cd5\u7ebf\u65b9\u5411\u5b9a\u4e49\u7684\u6cbf\u7740\u66f2\u7ebf\u8def\u5f84\u7684\u5750\u6807\u7cfb\uff08 <span class=\"fontstyle0\">\u201cTangent\u201d and \u201cNormal\u201d for coordinates along custom curves<\/span> \uff09\uff0c\u6ce8\u610f\u5b83\u8ddf\u5929\u6587\u5b66\u66f2\u7ebf\u5750\u6807\u7cfb\uff08<a href=\"https:\/\/en.wikipedia.org\/wiki\/Curvilinear_coordinates\">Curvilinear coordinate system<\/a>\uff09\u4e0d\u662f\u4e00\u4e2a\u4e1c\u897f\u3002<\/li>\n<\/ol>\n<p>\u6ce8\u610f\uff1a\u5982\u679c\u4e00\u4e2aGlyph\u8981\u4ece\u6b63\u4ea4\u5e03\u5c40\u7684\u7b1b\u5361\u5c14\u5750\u6807\u7cfb\uff0c\u8f6c\u6362\u5230\u5176\u4ed6\u975e\u7b1b\u5361\u5c14\u5750\u6807\u7cfb\u4e2d\uff08\u5982\u5f84\u5411\u5e03\u5c40\u548c\u81ea\u7531\u5e03\u5c40\uff09\uff0c\u90a3\u4e48\u5c31\u8981\u8fdb\u884c\u5f62\u53d8\u3002\u4f8b\u5982\u5728\u4e0b\u56fe\u4e2d\uff0cGlyph\u672c\u6765\u662f\u957f\u65b9\u5f62\uff0c\u4f46\u662f\u5728\u5207\u6362\u57ce\u7b2c\u4e8c\u4e2a\u5f84\u5411\u5e03\u5c40\u548c\u7b2c\u4e09\u4e2a\u81ea\u7531\u5e03\u5c40\u65f6\uff0c\u957f\u65b9\u5f62\u53d8\u6210\u4e86\u6954\u5f62\u3002\u6ce8\u610f\u6587\u5b57\u5e76\u6ca1\u6709\u8ddf\u7740\u4e00\u8d77\u53d8\u5f62\u3002\u5177\u4f53\u7684\u5f62\u53d8\u65b9\u6cd5charticulator\u53c2\u8003\u4e86\u8fd9\u7bc7\u8bba\u6587\uff1a<a href=\"http:\/\/www.brosz.ca\/transmogrifiers\/contact\/\">Transmogrification: Casual Manipulation of Visualizations<\/a><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/coordinate-systems.png\" \/><\/p>\n<p>\u5728\u786e\u5b9aCoordinateSystem\u540e\uff0c\u6bcf\u4e2aPlotSegment\u90fd\u4f1a\u6709\u4e24\u4e2a\u72ec\u7acb\u7684\u5e03\u5c40\u65b9\u5411\uff0c\u4f8b\u5982\u5f53\u91c7\u7528\u6b63\u4ea4\u5e03\u5c40\u65f6\u8fd9\u4e24\u4e2a\u65b9\u5411\u5c31\u662fX\u8f74\u548cY\u8f74\uff0c\u5728\u91c7\u7528\u5f84\u5411\u5e03\u5c40\u65f6\u662f\u89d2\u5ea6\u548c\u534a\u5f84\u3002\u5e03\u5c40\u65b9\u5411\u6839\u636e\u4f7f\u7528\u65b9\u5f0f\u4e0d\u540c\u53c8\u5206\u4e3a\u4e09\u7c7b\uff1a<\/p>\n<ol>\n<li>scaffold\uff0c<strong>\u811a\u624b\u67b6<\/strong>\uff0c\u5728PlotSegment\u5185\u7b80\u5355\u5730\u6309\u987a\u5e8f\u6446\u653eGlyph\u5b57\u5f62\u3002<\/li>\n<li>categorical axis \uff0c<strong>\u5206\u7c7b\u8f74<\/strong>\uff0c\u53ef\u4ee5\u5728PlotSegment\u5185\u6839\u636eGlyph\u7ed1\u5b9a\u7684\u5206\u7c7b\u5c5e\u6027\u5bf9\u5176\u8fdb\u884c\u5206\u7ec4\uff0c\u4ee5\u4fbf\u786e\u5b9a\u5176\u663e\u793a\u4f4d\u7f6e\u3002<\/li>\n<li>numerical axis \uff0c<strong>\u6570\u5b57\u8f74<\/strong>\uff0c\u53ef\u4ee5\u5728PlotSegment\u5185\u6839\u636eGlyph\u7ed1\u5b9a\u7684\u6570\u503c\u5c5e\u6027\u786e\u5b9a\u5176\u663e\u793a\u4f4d\u7f6e\u3002<\/li>\n<\/ol>\n<p>\u4e0b\u56fe\u5c55\u793a\u4e86\u5728\u6b63\u4ea4\u5e03\u5c40\u7684\u4e24\u4e2a\u5e03\u5c40\u65b9\u5411\u4e0a\uff0c\u4f7f\u7528\u4e0d\u540c\u7684scaffold \u3001categorical axis\u548cnumerical axis \u65f6\u5e03\u5c40\u7684\u7ec4\u5408\u6548\u679c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/layout-composition.png\" \/><\/p>\n<p>\u7279\u522b\u7684\uff0c\u5bf9\u4e8e\u5206\u7c7b\u8f74\uff0cCharticulator\u4f7f\u7528<strong>\u5b50\u5e03\u5c40<\/strong>(sub-layout)\u6765\u51b3\u5b9a\u4e00\u4e2a\u5206\u7c7b\u4e0b\u7684\u5143\u7d20\u5e03\u5c40\u3002\u8fd9\u91ccCharticulator\u5bf9sub-layout\u8fdb\u884c\u4e86\u7b80\u5316\u5904\u7406\uff0c\u53ea\u63d0\u4f9b\u5982\u4e0b\u56db\u79cd\u5b50\u5e03\u5c40\u65b9\u5f0f\uff1a\u57fa\u4e8e<strong>\u6c34\u5e73\u5806\u53e0\u3001\u5782\u76f4\u5806\u53e0\u3001\u8868\u683c\u5806\u53e0\u3001\u5706\u5f62\u88c5\u7bb1\u5806\u53e0<\/strong>\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1b<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/sublayouts.png\" width=\"445\" height=\"121\" \/><\/p>\n<p>\u4e0d\u8fc7\u5b50\u5e03\u5c40\u53ea\u6709\u5f53\u4e24\u4e2a\u5e03\u5c40\u65b9\u5411\u4e0a\u90fd\u662f\u4f7f\u7528\u7684\u662fcategorical axis \u5206\u7c7b\u8f74\u7684\u65f6\u5019\u624d\u4f1a\u8d77\u4f5c\u7528\u3002\u6bd4\u5982\u4e0b\u56fe\u5de6\u8fb9\u7684\u4f8b\u5b50\uff0cX\u8f74\u4e3a\u5206\u7c7b\u8f74\uff0cY\u8f74\u4e3a\u811a\u624b\u67b6\uff0c\u6700\u540e\u7ed3\u679c\u4e0d\u663e\u793a\u5b50\u5e03\u5c40\u3002\u800c\u4e0b\u56fe\u53f3\u8fb9\u7684\u4f8b\u5b50\uff0c\u53ea\u6709\u4e00\u4e2aX\u8f74\uff0c\u5e76\u4e14\u662f\u5206\u7c7b\u8f74\uff0c\u56e0\u6b64\u663e\u793a\u4e86\u5b50\u5e03\u5c40\uff1a\u6c34\u5e73\u5806\u53e0\u3002\u9700\u8981\u8bf4\u660e\u7684\u662f\u8fd9\u4e2a\u56fe\u4e0a\u9762\u7684\u8fde\u7ebf\u4ee5\u5355\u72ec\u7684link\u65b9\u5f0f\u6765\u5c55\u793a\uff0c\u5e76\u4e0d\u76f4\u63a5\u7531\u5750\u6807\u7cfb\u7edf\u63a7\u5236\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/c-f.jpg\" \/><\/p>\n<h2>5. \u5173\u4e8e\u521b\u5efa\u8282\u70b9\u94fe\u63a5\u56fe<\/h2>\n<p>\u4ece\u4e0a\u56fe\u53f3\u4fa7\u7684\u4f8b\u5b50\u53ef\u4ee5\u770b\u5230\u94fe\u63a5\uff08link\uff09\u7684\u4f7f\u7528\u3002\u8fd9\u4e2a\u94fe\u63a5\u662f\u4e13\u95e8\u521b\u5efa\u8282\u70b9\u94fe\u63a5\u56fe\u7684\uff0c\u5b83\u7684\u951a\u70b9\u5fc5\u987b\u5728\u5b57\u5f62\uff08Glyph\uff09\u4e0a\uff0c\u5c55\u793a\u65b9\u5f0f\u6709\u7ebf\uff08line\uff09\u6216\u8005\u5e26(band)\uff0c\u5f62\u72b6\u6709\u76f4\u7ebf\u3001\u8d1d\u585e\u5c14\u66f2\u7ebf\u548c\u5706\u5f27\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/links.png\" width=\"488\" height=\"271\" \/><\/p>\n<p>\u8282\u70b9\u4e4b\u95f4\u7684\u94fe\u63a5\u5173\u7cfb\u6709\u4e09\u79cd\u5efa\u7acb\u6a21\u5f0f\uff1a<\/p>\n<ul>\n<li>\u7531\u540c\u4e00\u4e2a\u56fe\u8868\u5206\u5757\u4e0a\u7684\u6570\u636e\u5e8f\u5217\u76f4\u63a5\u5efa\u7acb\u3002\u5982\u4e0b\u56fe\u5de6\u4fa7\u7684\u4f8b\u5b50\uff0c\u94fe\u63a5\u8fde\u63a5\u4e86\u5806\u79ef\u6761\u5f62\u56fe\u7684\u540c\u7c7b\u6570\u636e\u9879\u3002<\/li>\n<li>\u5728\u591a\u4e2a\u56fe\u8868\u5206\u5757(PlotSegment)\u4e0a\u7684\u6570\u636e\u5bf9\u8c61\u4e4b\u95f4\u5efa\u7acb\u3002\u5982\u4e0b\u56fe\u4e2d\u95f4\u7684\u4f8b\u5b50\uff0c\u4e24\u4e2a\u5e73\u884c\u5750\u6807\u8f74\u5206\u5c5e\u4e8e\u4e24\u4e2aPlotSegment\uff0c\u4f46\u662f\u5728\u5176\u4e0a\u5b9a\u4e49\u4e86\u540c\u4e00\u7ec4\u6570\u636e\u3002\u7136\u540e\u5728\u76f8\u540c\u7684\u6570\u636e\u9879\u4e4b\u95f4\u5efa\u7acb\u4e86\u8fde\u63a5\u3002\u7528\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u521b\u5efa\u5e73\u884c\u5750\u6807\u7cfb\u3002<\/li>\n<li>\u4f7f\u7528\u72ec\u7acb\u7684\u56fe\u7ed3\u6784\u6570\u636e\u96c6\uff08Link data\uff09\u5b9a\u4e49\u3002\u4e0a\u9762\u90a3\u4e24\u79cd\u5176\u5b9e\u53ea\u80fd\u5efa\u7acb\u7b80\u5355\u7684\u5bf9\u5e94\u5173\u7cfb\uff0c\u8981\u5b9a\u4e49\u6709\u590d\u6742\u5173\u7cfb\u7684\u8282\u70b9\u94fe\u63a5\u56fe\uff0c\u8fd9\u79cd\u65b9\u5f0f\u5176\u5b9e\u6700\u4e3a\u5e38\u7528\u3002\u5982\u4e0b\u56fe\u53f3\u4fa7\u4f8b\u5b50\uff0c\u5706\u5f27\u5176\u5b9e\u662f\u7528\u60b2\u60e8\u4e16\u754c\u7684\u4eba\u7269\u5173\u7cfb\u6570\u636e\u96c6\u5efa\u7acb\u7684\uff0c\u8ddf\u663e\u793a\u8282\u70b9\u7528\u7684\u4eba\u7269\u540d\u79f0\u6570\u636e\u96c6\u662f\u4e24\u4e2a\u4e0d\u540c\u7684\u6570\u636e\u96c6\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/l-h.jpg\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>6. \u7528\u6237\u754c\u9762\u548c\u4ea4\u4e92<\/h2>\n<p><strong>\u754c\u9762\u8be6\u89e3<\/strong><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/charticulator-1.jpg\" \/><\/p>\n<p>Charticulator\u7684\u7528\u6237\u754c\u9762\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u53ef\u4ee5\u770b\u5230\u57fa\u672c\u4e0a\u8ddfPhotoshop\u7b49\u8f6f\u4ef6\u7c7b\u4f3c\uff0c\u5305\u62ec\u6570\u636e\u9762\u677f\uff08\u5de6\u4fa7\uff09\u3001Glyph\u753b\u5e03\uff08\u4e2d\u95f4\u4e0a\u90e8\uff09\u3001\u56fe\u5c42\u9762\u677f\uff08\u4e2d\u95f4\u4e2d\u90e8\uff09\u3001\u53ef\u89c6\u5316\u5c5e\u6027\u9762\u677f\uff08\u4e2d\u95f4\u4e0b\u90e8\uff09\u548cChart\u753b\u5e03\uff08\u53f3\u4fa7\u5927\u9762\u79ef\u533a\u57df\uff09\u3002<\/p>\n<p>\u7136\u540e\u6709\u4e00\u7cfb\u5217\u5bc6\u5bc6\u9ebb\u9ebb\u7684\u6309\u94ae\u6392\u5217\u5728\u4e0a\u4fa7\uff0c\u4ece\u5de6\u5230\u53f3\u5206\u522b\u662fMark(\u5404\u79cd\u6807\u8bb0)\u3001DDG\u3001nestchart(\u4e3a\u4e86\u505a\u591a\u5c42\u5d4c\u5957\u56fe\u8868\u800c\u8bbe\u8ba1\u65b0\u6309\u94ae\uff0c\u5728\u8bba\u6587\u4e2d\u5e76\u672a\u6d89\u53ca\uff0c\u662f\u540e\u671f\u52a0\u4e0a\u7684\u5b9e\u9a8c\u6027\u529f\u80fd)\u3001Guide(\u8f85\u52a9\u7ebf)\u3001PlotSegment(\u56fe\u8868\u5206\u5757)\u3001Scaffold(\u5e03\u5c40\u811a\u624b\u67b6)\u3002\u4e0e\u6570\u636e\u7ed1\u5b9a\u7684\u4ea4\u4e92\u4e00\u81f4\uff0c\u8fd9\u4e9b\u6309\u94ae\u90fd\u9075\u5faa\u62d6\u62fd\u7684\u65b9\u5f0f\u4f7f\u7528\u3002\u4f46\u6211\u4e2a\u4eba\u8ba4\u4e3a\u8fd9\u4e9b\u6309\u94ae\u592a\u591a\u4e86\uff0c\u5e76\u4e14\u6709\u4e9b\u6309\u94ae\u53ea\u505a\u7528\u4e8eChart\u753b\u5e03\uff0c\u6bd4\u5982Scaffold\u548cPlotSegment\u3002\u4e0d\u5982\u5c06\u8fd9\u4e9b\u6309\u94ae\u6839\u636e\u5176\u4f5c\u7528\u57df\u5206\u7c7b\u663e\u793a\u3002<\/p>\n<p><strong>Glyph\u7ea7\u522b\u7684\u753b\u56fe\u3001\u5e03\u5c40\u4e0e\u6570\u636e\u7ed1\u5b9a<\/strong><\/p>\n<p>\u5177\u4f53\u7684\u5236\u56fe\u8fc7\u7a0b\uff0c\u901a\u5e38\u662f\u4ece\u5728Glyph\u753b\u5e03\u7f16\u8f91Glyph\u5f00\u59cb\u3002\u7528\u6237\u62d6\u52a8mark\u6807\u8bb0\u5230Glyph\u753b\u5e03\uff0c\u8c03\u8282\u5176\u4f4d\u7f6e\uff0c\u8fd9\u91cc\u53ef\u4ee5\u7528\u5230Guide\u53c2\u8003\u7ebf\u3002\u6709\u70b9\u50cfPhotoshop\uff0c\u5728\u56fe\u5c42\u9762\u677f\u4e2d\uff0c\u52a0\u5165mark\u5c06\u4f5c\u4e3aGlyph\u7684layer\u663e\u793a\u3002\u5728Glyph\u753b\u5e03\u6216\u56fe\u5c42\u9762\u677f\u4e0a\u90fd\u53ef\u4ee5\u9009\u4e2dmark\uff0c\u7136\u540e\u4e0b\u65b9\u5c31\u4f1a\u663e\u793a\u5bf9\u5e94\u7684mark\u7684\u5c5e\u6027\u7f16\u8f91\u9762\u677f\u3002\u4e0d\u8fc7\u4e0ePhotoshop\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0cCharticulator\u7684\u56fe\u5c42\u9762\u677f\u662f\u622a\u7136\u5730\u5206\u4e3aChart\u548cGlyph\u4e24\u90e8\u5206\uff0c\u4e8c\u8005\u4e95\u6c34\u4e0d\u72af\u6cb3\u6c34\u3002<\/p>\n<p>Charticulator\u6a21\u4eff\u4e86tableau\u7684\u64cd\u4f5c\uff0c\u53ef\u4ee5\u5c06\u53f3\u4fa7\u7684\u6570\u636e\u9762\u677f\u4e2d\u7684\u6570\u636e\u7ef4\u5ea6\uff0c\u62d6\u653e\u5230\u5bf9\u5e94\u7684\u89c6\u89c9\u5c5e\u6027\u4e0a\uff0c\u4ece\u800c\u5b9e\u73b0\u6570\u636e\u7ed1\u5b9a\u3002\u5f53\u7136\u4e5f\u53ef\u4ee5\u70b9\u51fb\u5c5e\u6027\u5bf9\u5e94\u7684\u6570\u636e\u7ed1\u5b9a\u6309\u94ae\u5b9e\u73b0\u540c\u6837\u7684\u64cd\u4f5c\u3002\u4e0b\u56fe\u5c55\u793a\u4e86\u4e00\u4e2aGlyph\u4e2d\u7684mark\uff08\u7c7b\u578b\u662fsymbol\uff0c\u5c0f\u6807\u8bb0\uff09\uff0c\u5176\u4e09\u4e2a\u89c6\u89c9\u5c5e\u6027\uff08size, fill, visibility\uff09\u5206\u522b\u7ed1\u5b9a\u4e86\u4e09\u4e2a\u6570\u636e\u7ef4\u5ea6(count, category, count)\u3002<\/p>\n<p>\u6700\u540e\u7279\u522b\u9700\u8981\u6307\u51fa\u7684\u662f\uff0cGlyph\u672c\u8eab\u7684\u9ad8\u5ea6\u3001\u5bbd\u5ea6\u4e0d\u652f\u6301\u6570\u636e\u7ed1\u5b9a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/floating-panels.png\" width=\"386\" height=\"319\" \/><\/p>\n<p><strong>Chart\u7ea7\u522b\u7684\u753b\u56fe\u3001\u5e03\u5c40\u4e0e\u6570\u636e\u7ed1\u5b9a<\/strong><\/p>\n<p>\u7136\u540e\u7528\u6237\u53ef\u4ee5\u63a5\u7740\u7f16\u8f91Chart\u753b\u5e03\uff0c\u4e00\u4e2aChart\u753b\u5e03\u4e2d\u53ef\u4ee5\u6dfb\u52a0\u591a\u4e2aPlotSegment\u3002\u7528\u6237\u8981\u505a\u7684\u662f\u62d6\u52a8Scaffold\u3001Guide\u5230PlotSegment\u91cc\uff0c\u8c03\u8282Glyph\u5728PlotSegment\u4e2d\u7684\u5e03\u5c40\u3002\u9700\u8981\u5f3a\u8c03\u7684\u662f\uff0cPlotSegment\u4e0eGlyph\u662f\u591a\u5bf91\u7684\u5173\u7cfb\u3002\u8fd9\u5c31\u662f\u8bf4\u5728\uff0c\u6bcf\u4e2aPlotSegment\u5bf9\u5e94\u6700\u591a1\u4e2aGlyph\u3002\u4f8b\u5982\u4e0b\u56fe\u7684\u4f8b\u5b50\uff1a\u5de6\u8fb9\u7684PlotSegment1\u5bf9\u5e94\u7740Glyph1, \u53f3\u8fb9\u7684PlotSegment1\u5bf9\u5e94\u7740Glyph2\u3002 \u5f53\u7136\u8fd9\u4e24\u4e2aPlotSegment\u4e5f\u53ef\u4ee5\u8bbe\u7f6e\u4e3a\u540c\u65f6\u5bf9\u5e94\u4e00\u4e2aGlyph\uff0c\u4f46\u662f\u53cd\u8fc7\u6765\u4e0d\u884c\uff0c1\u4e2aPlotSegment\u4e0d\u80fd\u5bf9\u5e94\u4e24\u4e2aGlyph\u3002<\/p>\n<p>Glyph\u7684\u521b\u4f5c\u6570\u91cf\u6700\u591a5\u4e2a\uff0cPlotSegment\u6700\u591a\u80fd\u521b\u5efa\u591a\u5c11\u4e2a\u6211\u6ca1\u8bd5\u8fc7\uff0c\u4f46\u662f\u53ef\u4ee5\u60f3\u89c1\uff0c\u4ec5\u51ed\u501fPlotSegment\u4e0eGlyph\u591a\u5bf91\u5173\u7cfb\uff0c\u60f3\u753b\u56fe\u5143\u7ec4\u5408\u4e30\u5bcc\u7684\u513f\u7ae5\u7b80\u7b14\u753b\uff0c\u5373\u4f7f\u52c9\u5f3a\u505a\u5230\u4e5f\u4f1a\u975e\u5e38\u96be\u529e\u3002Charticulator\u4e3b\u8981\u8bbe\u8ba1\u76ee\u7684\u8fd8\u662f\u521b\u5efa\u90a3\u4e9b\u5d4c\u5957\u7ed3\u6784\u4e0d\u591a\u7684\u3001\u56fe\u5143\u7ec4\u5408\u4e0d\u591a\u7684\u6807\u51c6\u56fe\u8868\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/charticulator2.png\" width=\"1279\" height=\"812\" \/><\/p>\n<p>Chart\u753b\u5e03\u4e2d\u4e5f\u53ef\u4ee5\u5b9e\u73b0\u57fa\u4e8e\u62d6\u62fd\u64cd\u4f5c\u7684\u6570\u636e\u7ed1\u5b9a\u3002\u5982\u4e0b\u9762\u8fd9\u4e2a\u4f8b\u5b50\uff0c\u62d6\u52a8mouth\u8fd9\u4e2a\u6570\u636e\u7ef4\u5ea6\uff0c\u4e24\u4e2aPlotSegment\u4e2d\u53ef\u7ed1\u5b9a\u7684\u5750\u6807\u8f74\u90fd\u9ad8\u4eae\u663e\u793a\u3002\u7531\u4e8e\u8fd9\u91cc\u7684\u4e24\u4e2aPlotSegment\u90fd\u91c7\u7528\u7684\u662f\u5f84\u5411\u5e03\u5c40\uff0c\u6240\u4ee5\u53ef\u7ed1\u5b9a\u7684\u5750\u6807\u8f74\u53ea\u6709\u89d2\u5ea6\u548c\u534a\u5f84\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/charticulator4.png\" width=\"1273\" height=\"668\" \/><\/p>\n<p>\u7279\u522b\u5730\uff0c\u6211\u4eec\u518d\u770b\u4e00\u4e0b\u91c7\u7528\u7684\u81ea\u7531\u5e03\u5c40\uff08\u6216\u8005\u79f0\u4e4b\u4e3a\u6cbf\u66f2\u7ebf\u5e03\u5c40\uff09\u65f6\u7684\u6548\u679c\u3002\u6548\u679c\u56fe\u5982\u4e0b\u3002\u53ef\u4ee5\u770b\u5230\u56fe\u5143\u76f8\u5bf9\u66f2\u7ebf\u4f4d\u7f6e\u8d34\u5408\u5f97\u5e76\u4e0d\u5341\u5206\u7d27\u5bc6\uff0c\u5e76\u4e14\u8fd8\u6709\u91cd\u53e0\u73b0\u8c61\u3002\u8bf4\u660eCharticulator\u5bf9\u81ea\u7531\u5e03\u5c40\u7684\u5904\u7406\u8fd8\u662f\u8f83\u4e3a\u7b80\u5355\u7684\u3002\u4e0d\u8fc7\u5012\u662f\u53ef\u4ee5\u7ed9\u6cd5\u7ebf\u8f74\u548c\u5207\u7ebf\u8f74\u7ed1\u5b9a\u6570\u636e\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/charticulator5.png\" \/><\/p>\n<p><strong>\u6700\u540e\uff0c\u5173\u4e8e\u6570\u636e\u5904\u7406<\/strong><\/p>\n<p>Charticulator\u5bf9\u6570\u636e\u7684\u5904\u7406\u5728\u540c\u7c7b\u53ef\u89c6\u5316\u6784\u5efa\u5de5\u5177\u4e2d\u8f83\u4e3a\u5148\u8fdb\uff0c\u5c24\u5176\u8d85\u8fc7\u4e86data illustrator\u3001dataink\u7b49\u3002\u6570\u636e\u4ee5CSV\u683c\u5f0f\u5bfc\u5165\uff08\u5982\u679c\u6709\u4e2d\u6587\u6ce8\u610f\u4f7f\u7528UTF-8\u7f16\u7801\uff09\uff0c\u7136\u540e\u4f1a\u5728\u6570\u636e\u9762\u677f\u4ee5\u6570\u636e\u7ef4\u5ea6\u7684\u65b9\u5f0f\u7f57\u5217\uff0c\u6bcf\u4e2a\u6570\u636e\u7ef4\u5ea6\u524d\u7684\u5c0f\u6807\u8bb0\u8868\u660e\u4e86\u5b83\u662f\u7c7b\u540d\u578b\u8fd8\u662f\u6570\u503c\u578b\uff0c\u5e76\u4e14\u53ef\u4ee5\u67e5\u770b\u5177\u4f53\u6570\u503c\u3002\u5728\u7ed9PlotSegment\u7ed1\u5b9a\u6570\u636e\u65f6\uff0c\u53ef\u4ee5\u8fdb\u884c\u8fc7\u6ee4\uff08Filter by\uff09\u548c\u5206\u7ec4(group by)\u3002\u5728\u7ed9Glyph\u4e2d\u7684mark\u7ed1\u5b9a\u6570\u636e\u65f6\uff0c\u6839\u636e\u6570\u636e\u662f\u6570\u503c\u578b\u8fd8\u662f\u7c7b\u540d\u578b\uff0c\u663e\u793a\u4e0d\u540c\u7684\u7b5b\u9009\u5668\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff0cvisibility\u8fd9\u4e2a\u89c6\u89c9\u5c5e\u6027\u7ed1\u5b9a\u5206\u7c7b\u6570\u636e\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e00\u7ec4\u590d\u9009\u6846\u8bbe\u7f6e\u7b5b\u9009\u5668\u3002\u6307\u5b9a\u67d0\u4e9b\u7c7b\u522b\u65f6\u663e\u793a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/cond-visibility-cat.png\" width=\"309\" height=\"205\" \/>\u5bf9\u4e8e\u6570\u503c\u578b\u6570\u636e\uff0c\u63d0\u4f9b\u4e00\u4e2a\u7b80\u5355\u7684\u516c\u5f0f\u7f16\u8f91\u5668\uff0c\u4f8b\u5982\u4e0b\u56fe\u8fd9\u4e2a\u9488\u5bf9visibility\u8fd9\u4e2a\u89c6\u89c9\u5c5e\u6027\u800c\u7279\u522b\u8bbe\u8ba1\u7684\u7b80\u5355\u5e03\u5c14\u67e5\u8be2\uff08\u4e0b\u56fe\u7684\u610f\u601d\u662f\uff0c\u5f53count &gt; 0\u65f6\u624d\u663e\u793a\uff09\u3002\u5bf9\u4e8e\u522b\u7684\u89c6\u89c9\u5c5e\u6027\uff0c\u6bd4\u5982size\uff0c\u8fd8\u6709\u8bf8\u5982\u6570\u503c\u6620\u5c04\u8303\u56f4\u7684\u51fd\u6570\uff08\u7c7b\u4f3cD3js\u4e2d\u7684scale\u51fd\u6570\uff09<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/charticulator.azureedge.net\/images\/docs\/cond-visibility-num.png\" width=\"361\" height=\"191\" \/><\/p>\n<h2>7. \u591a\u5c42\u6b21\u7684\u7ea6\u675f\u6c42\u89e3<\/h2>\n<p><strong>\u7ea6\u675f\u7684\u5b9a\u4e49<\/strong><\/p>\n<p>\u5728\u7cfb\u7edf\u5c42\u9762\uff0c<strong>\u5c40\u90e8\u7ea6\u675f\uff08partial specification\uff09\u4e4b\u95f4\u5e76\u4e0d\u4e92\u76f8\u72ec\u7acb\u3002<\/strong>\u4f8b\u5982\u8981\u505a\u4e00\u4e2a\u67f1\u72b6\u56fe\uff0c\u5c06\u6570\u636e\u7ed1\u5b9a\u5230\u67f1\u5f62\u7684\u5bbd\u5ea6\uff0c\u548c\u6240\u6709\u77e9\u5f62\u7684\u6c34\u5e73\u603b\u5bbd\u5ea6\u662f\u4e24\u4e2a\u4e92\u76f8\u4f9d\u8d56\u7684\u5c40\u90e8\u7ea6\u675f\uff1a\u5373\u6bcf\u4e2a\u77e9\u5f62\u5bbd\u5ea6\u7684\u7f29\u653e\u53c2\u6570\uff0c\u4f9d\u8d56\u4e8e\u6c34\u5e73\u603b\u5bbd\u5ea6\u3002\u56e0\u6b64\uff0c\u9700\u8981\u5c06\u7528\u6237\u6307\u5b9a\u7684\u7ea6\u675f\u8f6c\u5316\u4e3a\u6570\u5b66\u7684\u65b9\u7a0b\u5f0f\uff0c\u7136\u540e\u4f7f\u7528\u8ba1\u7b97\u7ea6\u675f\u7684\u65b9\u6cd5\u8fdb\u884c\u8ba1\u7b97\u3002<\/p>\n<p><strong>Charticulator\u7684\u7ea6\u675f\u5305\u62ec4\u4e2a\u5c42\u6b21<\/strong>\uff1a<\/p>\n<ol>\n<li>\u56fe\u8868\u5c42\u6b21(chart-level)\u7684\u7ea6\u675f\uff1a\u6307\u5b9a\u7ed8\u56fe\u533a\u5757(PlotSegment)\u3001\u56fe\u4f8b(Legend)\u3001\u53c2\u8003\u7ebf(guide)\u548c\u56fe\u8868\u7ea7\u6807\u8bb0(chart-level marks)\u7684\u4f4d\u7f6e\u7ea6\u675f\u5173\u7cfb\uff1b<\/li>\n<li>\u7ed8\u56fe\u533a\u5757(PlotSegment-level)\u7684\u7ea6\u675f\uff1a\u6307\u5b9a\u5176\u4e2d\u5b57\u5f62(Glyph)\u7684\u4f4d\u7f6e\u7ea6\u675f\u5173\u7cfb\uff0c\u5e76\u4e14\u8fd9\u4e2a\u4f9d\u8d56\u5173\u7cfb\u8fd8\u4e0e\u5e03\u5c40\u65b9\u5f0f\u76f8\u5173(scaffold)<\/li>\n<li>\u5b57\u5f62\u5c42\u6b21(Glyph-level)\u7684\u7ea6\u675f\uff1a\u6807\u6307\u5b9a\u5b57\u5f62\u4e2d\u7684\u6807\u8bb0(mark)\u3001\u53c2\u8003\u7ebf(guide)\u4e4b\u95f4\u7684\u7ea6\u675f\u5173\u7cfb<\/li>\n<li>\u6807\u8bb0\u5c42\u6b21(mark-level)\u7684\u7ea6\u675f\uff1a\u6807\u8bb0\u7684\u5c5e\u6027\u5177\u6709\u5185\u5728\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u4f8b\u5982\u5bf9\u4e8e\u957f\u65b9\u5f62\uff0c\u5b83\u7684X\u8f74\u5de6\u53f3\u5750\u6807X1, X2\u3001\u4e2d\u5fc3\u7684\u6a2a\u5750\u6807Xcenter\u4ee5\u53ca\u5bbd\u5ea6width\u8fd94\u4e2a\u53d8\u91cf\uff0c\u53ea\u9700\u8981\u6307\u5b9a\u4e24\u4e2a\u5219\u53e6\u5916\u4e24\u4e2a\u53ef\u4ee5\u901a\u8fc7\u8ba1\u7b97\u5f97\u51fa\u3002<\/li>\n<\/ol>\n<p><strong>\u5177\u4f53\u7684\u7ea6\u675f\u6c42\u89e3\u4f8b\u5b50<\/strong><\/p>\n<p>\u5f53\u6570\u636e\u7ef4\u5ea6\u7ed1\u5b9a\u5230Chart\u7684\u5750\u6807\u8f74\u6216mark\u7684\u67d0\u4e00\u5c5e\u6027\u4e0a\u65f6\uff0c\u5c06\u5f71\u54cd\u6574\u4e2a\u7ea6\u675f\u6c42\u89e3\u7684\u8fc7\u7a0b\u3002\u4ee5\u4e0b\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u6765\u63cf\u8ff0\u8fd9\u4e00\u8fc7\u7a0b\uff1a<\/p>\n<p>\u5047\u8bbe\u6709\u4e00\u7ec4\u77e9\u5f62\u88ab\u6b63\u4ea4\u5e03\u5c40\u6307\u5b9a\u4e3a\u6c34\u5e73\u6392\u5217\u7684\u5f7c\u6b64\u76f8\u90bb\u7684\u4e00\u6392\u77e9\u5f62\u3002\u7136\u540e\u6709\u4e00\u4e2a\u6570\u636e\u7ef4\u5ea6D\u7ed1\u5b9a\u5230\u4e9b\u77e9\u5f62\u7684\u5c5e\u6027width\u4e0a\uff0c\u90a3\u4e48\u6784\u6210\u4e86\u4f9d\u8d56\u7528\u6570\u5b66\u516c\u5f0f\u53ef\u4ee5\u8868\u8fbe\u5982\u4e0b\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/charticulator6.png\" \/><\/p>\n<p>\u5728\u7b2c\u4e00\u4e2a\u516c\u5f0f\u4e2d\uff0c\u4e2ddi\u662f\u6570\u636e\u7ef4\u5ea6D\u6bcf\u4e00\u4e2a\u6570\u636e\u9879\u7684\u503c\u3002Scale.factor\u662f\u7f29\u653e\u56e0\u5b50\u3002Gi.width\u662f\u6bcf\u4e2a\u77e9\u5f62\u7684\u5bbd\u5ea6\u3002\u7b2c\u4e8c\u4e2a\u516c\u5f0f\u662f\u6bcf\u4e2a\u77e9\u5f62mark\u7684\u5185\u5728\u7ea6\u675f\u3002\u7b2c\u4e09\u5230\u7b2c\u4e94\u4e2a\u516c\u5f0f\u662f\u7ed8\u56fe\u533a\u5757(PlotSegment-level)\u7684\u6c34\u5e73\u5e03\u5c40\u7ea6\u675f\u3002\u6839\u636e\u4ee5\u4e0a\u516c\u5f0f\uff0c\u7ea6\u675f\u6c42\u89e3\u5668\u5c31\u53ef\u4ee5\u8ba1\u7b97\u51fa\u7f29\u653e\u56e0\u5b50Scale.factor\u7684\u503c\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/charticulator7.png\" \/><\/p>\n<p>\u4e24\u6b65\u7684\u7ea6\u675f\u6c42\u89e3<\/p>\n<p>\u7531\u4e8e\u5927\u90e8\u5206\u4f9d\u8d56\u90fd\u662f\u7528\u7b49\u5f0f\u8ba1\u7b97\uff0c\u5728Charticulator\u4e2d\u5927\u90e8\u5206\u5e03\u5c40\u4f9d\u8d56\u6c42\u89e3\u90fd\u662f\u7ebf\u6027\u6c42\u89e3\u3002\u4f46\u662f\u4e5f\u6709\u4e00\u4e9b\u975e\u7ebf\u6027\u7684\u4f9d\u8d56\uff0c\u6bd4\u5982\u529b\u5bfc\u5411\u5e03\u5c40\uff08force-directed layout\uff0c\u7528\u5728\u8282\u70b9\u94fe\u63a5\u56fe\uff09\u548c\u5706\u5f62\u88c5\u7bb1\u95ee\u9898\uff08circle packing\uff0c\u7528\u5728\u5b50\u5e03\u5c40\u4e2d\uff09\u3002\u5bf9\u6b64\uff0cCharticulator\u7684\u505a\u6cd5\u662f\u5148\u7b97\u7ebf\u6027\u4f9d\u8d56\uff0c\u6839\u636e\u5176\u7ed3\u679c\u518d\u7b97\u975e\u7ebf\u6027\u4f9d\u8d56\u3002<\/p>\n<h2>8. \u5b9e\u73b0<\/h2>\n<p>Charticulator\u662f\u4e00\u4e2aHTML5 web\u5e94\u7528\uff0c\u4e3b\u8981\u5b9e\u73b0\u6280\u672f\u662fTypeScript + React + webAssembly\u3002\u5f00\u53d1\u601d\u8def\u662f\u57fa\u4e8e<a href=\"https:\/\/brigade.engineering\/what-is-the-flux-application-architecture-b57ebca85b9e\">Flux application architecture\u00a0<\/a> \uff0c\u7b80\u5355\u7684\u8bf4\uff0c\u6bcf\u4e2a\u56fe\u8868\u90fd\u5bf9\u5e94\u4e00\u4e2aJSON\u5bf9\u8c61\uff0c\u8fd9\u4e2a\u5bf9\u8c61\u79f0\u4e4b\u4e3a\u56fe\u8868\u72b6\u6001\uff08chart state\uff09\uff0c\u5176\u4e2d\u4fdd\u5b58\u8fd9\u4e2a\u56fe\u8868\u6240\u6709\u5143\u7d20\u7684\u5c5e\u6027\u3002\u7136\u540e\u63cf\u8ff0\u56fe\u8868\u7684\u89c4\u8303\uff0c\u53ef\u4ee5\u6309\u7167\u524d\u6587\u6240\u8ff0\u7684\u6982\u5ff5\u6846\u67b6\u89e3\u91ca\u6b64JSON\u3002\u8fd9\u4e2a\u56fe\u8868\u72b6\u6001JSON\u4f1a\u4fdd\u5b58\u5728Flux\u67b6\u6784\u4e2d\uff0c\u6bcf\u6b21\u56fe\u8868\u53d1\u751f\u7f16\u8f91\u64cd\u4f5c\u540e\uff0c\u4e00\u4e2a\u201cAction\u201d\u88ab\u53d1\u51fa\uff0c\u5e76\u901a\u8fc7\u5168\u5c40\u201cDispatcher\u201d\u53d1\u9001\u5230\u201cStore\u201d\uff0c\u7136\u540eStore\u4fee\u6539\u56fe\u8868\u89c4\u8303\u5e76\u8c03\u7528\u7ea6\u675f\u6c42\u89e3\u5668\u7ec4\u4ef6\u6765\u66f4\u65b0\u56fe\u8868\u72b6\u6001\u3002\u6210\u529f\u66f4\u65b0\u72b6\u6001\u540e\uff0c\u201c\u5b58\u50a8\u201d\u5c06\u53d1\u51fa\u4e00\u4e2a\u66f4\u65b0\u4e8b\u4ef6\uff0c\u8be5\u4e8b\u4ef6\u5c06\u5bfc\u81f4\u7528\u6237\u754c\u9762\u7ec4\u4ef6\u66f4\u65b0\u3002<\/p>\n<p>\u7136\u540e\u8fd8\u6709\u4e2a\u7ea6\u675f\u6c42\u89e3\u5668\u3002\u6709\u8bb8\u591a\u7b97\u6cd5\u6c42\u89e3\u7ebf\u6027\u7ea6\u675f\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cCassowary\u7b97\u6cd5[2]\u6269\u5c55\u4e86\u5355\u7eaf\u5f62\u6cd5\u4ee5\u5141\u8bb8\u5bf9\u7ea6\u675f\u8fdb\u884c\u4f18\u5148\u6392\u5e8f\uff0c\u800c\u5171\u8f6d\u68af\u5ea6\u7b97\u6cd5[33]\u5bf9\u4e8e\u6c42\u89e3\u7a00\u758f\u7ebf\u6027\u7cfb\u7edf\u975e\u5e38\u6709\u6548\u3002\u6211\u4eec\u5bf9\u8fd9\u4e24\u79cd\u7b97\u6cd5\u8fdb\u884c\u4e86\u5b9e\u9a8c\uff0c\u5e76\u786e\u5b9a\u4e86\u4e00\u79cd\u7a00\u758f\u6700\u5c0f\u4e8c\u4e58\u5171\u8f6d\u68af\u5ea6\u7b97\u6cd5\u3002\u6211\u4eec\u9009\u62e9\u7a00\u758f\u89e3\u7b97\u5668\u662f\u56e0\u4e3a\u5927\u591a\u6570\u5e03\u5c40\u7ea6\u675f\u53ea\u6d89\u53ca\u5f88\u5c11\u7684\u53d8\u91cf\uff0c\u56e0\u6b64\u4ea7\u751f\u4e00\u4e2a\u975e\u5e38\u7a00\u758f\u7684\u77e9\u9635\uff1b\u6211\u4eec\u4f7f\u7528\u6700\u5c0f\u4e8c\u4e58\u6700\u5c0f\u5316\u6280\u672f\u6765\u5904\u7406\u52a0\u6743\u7ea6\u675f\uff08\u5982\u679c\u6709\u7684\u8bdd\uff09\u3002\u7136\u800c\uff0c\u8be5\u7b97\u6cd5\u53ea\u652f\u6301\u7b49\u5f0f\u7ea6\u675f\uff0c\u56e0\u6b64Charticulator\u53ea\u5141\u8bb8\u6307\u5b9a\u6b64\u7c7b\u7ea6\u675f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ee5\u4e0b\u5185\u5bb9\u5e76\u4e0d\u5b8c\u5168\u662fCharticulat<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[69],"class_list":["post-2174","post","type-post","status-publish","format-standard","hentry","category-data-visualization","tag-69"],"_links":{"self":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/2174","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/comments?post=2174"}],"version-history":[{"count":0,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/2174\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/media?parent=2174"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/categories?post=2174"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/tags?post=2174"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}