{"id":193569,"date":"2024-11-12T23:17:25","date_gmt":"2024-11-12T15:17:25","guid":{"rendered":"https:\/\/server.hk\/cnblog\/193569\/"},"modified":"2024-11-12T23:17:26","modified_gmt":"2024-11-12T15:17:26","slug":"%e5%ad%b8%e7%bf%92%e6%95%b8%e6%93%9a%e5%ba%ab%e5%8f%af%e8%a6%96%e5%8c%96%e7%9a%84%e6%9b%b4%e4%bd%b3%e6%96%b9%e5%bc%8f%ef%bc%9a%e4%bd%bf%e7%94%a8%e9%96%8b%e6%ba%90%e6%ba%90%e4%bb%a3%e7%a2%bc-%e6%95%b8","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/193569\/","title":{"rendered":"\u5b78\u7fd2\u6578\u64da\u5eab\u53ef\u8996\u5316\u7684\u66f4\u4f73\u65b9\u5f0f\uff1a\u4f7f\u7528\u958b\u6e90\u6e90\u4ee3\u78bc (\u6578\u64da\u5eab\u53ef\u8996\u5316\u6e90\u78bc)"},"content":{"rendered":"<h1 id=\"%e5%ad%b8%e7%bf%92%e6%95%b8%e6%93%9a%e5%ba%ab%e5%8f%af%e8%a6%96%e5%8c%96%e7%9a%84%e6%9b%b4%e4%bd%b3%e6%96%b9%e5%bc%8f%ef%bc%9a%e4%bd%bf%e7%94%a8%e9%96%8b%e6%ba%90%e6%ba%90%e4%bb%a3%e7%a2%bc-%e6%95%b8-LqwLJDzljk\">\u5b78\u7fd2\u6578\u64da\u5eab\u53ef\u8996\u5316\u7684\u66f4\u4f73\u65b9\u5f0f\uff1a\u4f7f\u7528\u958b\u6e90\u6e90\u4ee3\u78bc (\u6578\u64da\u5eab\u53ef\u8996\u5316\u6e90\u78bc)<\/h1>\n<p>\u5728\u7576\u4eca\u6578\u64da\u9a45\u52d5\u7684\u4e16\u754c\u4e2d\uff0c\u6578\u64da\u5eab\u53ef\u8996\u5316\u5df2\u6210\u70ba\u4e00\u9805\u91cd\u8981\u6280\u80fd\u3002\u7121\u8ad6\u662f\u4f01\u696d\u5206\u6790\u3001\u5b78\u8853\u7814\u7a76\u9084\u662f\u500b\u4eba\u9805\u76ee\uff0c\u80fd\u5920\u6709\u6548\u5730\u5c07\u6578\u64da\u8f49\u5316\u70ba\u53ef\u8996\u5316\u7684\u5716\u5f62\u548c\u5716\u8868\uff0c\u5c0d\u65bc\u7406\u89e3\u548c\u5206\u6790\u6578\u64da\u81f3\u95dc\u91cd\u8981\u3002\u672c\u6587\u5c07\u63a2\u8a0e\u5b78\u7fd2\u6578\u64da\u5eab\u53ef\u8996\u5316\u7684\u6700\u4f73\u65b9\u5f0f\uff0c\u7279\u5225\u662f\u5229\u7528\u958b\u6e90\u6e90\u4ee3\u78bc\u4f86\u5be6\u73fe\u9019\u4e00\u76ee\u6a19\u3002<\/p>\n<h2 id=\"%e7%82%ba%e4%bb%80%e9%ba%bc%e9%81%b8%e6%93%87%e9%96%8b%e6%ba%90%e6%ba%90%e4%bb%a3%e7%a2%bc%ef%bc%9f-LqwLJDzljk\">\u70ba\u4ec0\u9ebc\u9078\u64c7\u958b\u6e90\u6e90\u4ee3\u78bc\uff1f<\/h2>\n<p>\u958b\u6e90\u6e90\u4ee3\u78bc\u7684\u4f7f\u7528\u6709\u8a31\u591a\u512a\u52e2\u3002\u9996\u5148\uff0c\u958b\u6e90\u8edf\u4ef6\u901a\u5e38\u662f\u514d\u8cbb\u7684\uff0c\u9019\u4f7f\u5f97\u5b78\u7fd2\u548c\u5be6\u8e10\u8b8a\u5f97\u66f4\u52a0\u53ef\u53ca\u3002\u5176\u6b21\uff0c\u958b\u6e90\u793e\u5340\u6d3b\u8e8d\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5f9e\u4e2d\u7372\u5f97\u652f\u6301\u548c\u8cc7\u6e90\u3002\u6b64\u5916\uff0c\u958b\u6e90\u4ee3\u78bc\u7684\u900f\u660e\u6027\u4f7f\u5f97\u4f7f\u7528\u8005\u80fd\u5920\u6df1\u5165\u7406\u89e3\u5176\u904b\u4f5c\u539f\u7406\uff0c\u9019\u5c0d\u65bc\u5b78\u7fd2\u8005\u4f86\u8aaa\u662f\u975e\u5e38\u6709\u50f9\u503c\u7684\u3002<\/p>\n<h2 id=\"%e6%95%b8%e6%93%9a%e5%ba%ab%e5%8f%af%e8%a6%96%e5%8c%96%e7%9a%84%e5%9f%ba%e6%9c%ac%e6%a6%82%e5%bf%b5-LqwLJDzljk\">\u6578\u64da\u5eab\u53ef\u8996\u5316\u7684\u57fa\u672c\u6982\u5ff5<\/h2>\n<p>\u6578\u64da\u5eab\u53ef\u8996\u5316\u662f\u5c07\u6578\u64da\u4ee5\u5716\u5f62\u5316\u7684\u65b9\u5f0f\u5448\u73fe\uff0c\u4ee5\u4fbf\u65bc\u5206\u6790\u548c\u7406\u89e3\u3002\u9019\u901a\u5e38\u6d89\u53ca\u5230\u4ee5\u4e0b\u5e7e\u500b\u6b65\u9a5f\uff1a<\/p>\n<ul>\n<li><strong>\u6578\u64da\u63d0\u53d6\uff1a<\/strong>\u5f9e\u6578\u64da\u5eab\u4e2d\u63d0\u53d6\u6240\u9700\u7684\u6578\u64da\u3002<\/li>\n<li><strong>\u6578\u64da\u8655\u7406\uff1a<\/strong>\u5c0d\u63d0\u53d6\u7684\u6578\u64da\u9032\u884c\u6e05\u7406\u548c\u8f49\u63db\uff0c\u4ee5\u4fbf\u65bc\u53ef\u8996\u5316\u3002<\/li>\n<li><strong>\u6578\u64da\u53ef\u8996\u5316\uff1a<\/strong>\u4f7f\u7528\u5716\u8868\u3001\u5716\u5f62\u7b49\u65b9\u5f0f\u5c07\u6578\u64da\u5448\u73fe\u51fa\u4f86\u3002<\/li>\n<\/ul>\n<h2 id=\"%e4%bd%bf%e7%94%a8%e9%96%8b%e6%ba%90%e5%b7%a5%e5%85%b7%e9%80%b2%e8%a1%8c%e6%95%b8%e6%93%9a%e5%ba%ab%e5%8f%af%e8%a6%96%e5%8c%96-LqwLJDzljk\">\u4f7f\u7528\u958b\u6e90\u5de5\u5177\u9032\u884c\u6578\u64da\u5eab\u53ef\u8996\u5316<\/h2>\n<p>\u6709\u8a31\u591a\u958b\u6e90\u5de5\u5177\u53ef\u4ee5\u5e6b\u52a9\u7528\u6236\u9032\u884c\u6578\u64da\u5eab\u53ef\u8996\u5316\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6d41\u884c\u7684\u9078\u64c7\uff1a<\/p>\n<h3 id=\"1-apache-superset-LqwLJDzljk\">1. Apache Superset<\/h3>\n<p>Apache Superset \u662f\u4e00\u500b\u73fe\u4ee3\u7684\u6578\u64da\u53ef\u8996\u5316\u5e73\u53f0\uff0c\u652f\u6301\u591a\u7a2e\u6578\u64da\u5eab\u3002\u7528\u6236\u53ef\u4ee5\u901a\u904e\u7c21\u55ae\u7684\u754c\u9762\u5275\u5efa\u4ea4\u4e92\u5f0f\u5100\u8868\u677f\u548c\u5716\u8868\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528 Apache Superset \u7684\u57fa\u672c\u6b65\u9a5f\uff1a<\/p>\n<pre><code>\n# \u5b89\u88dd Apache Superset\npip install superset\n\n# \u521d\u59cb\u5316\u6578\u64da\u5eab\nsuperset db upgrade\n\n# \u5275\u5efa\u7ba1\u7406\u54e1\u7528\u6236\nexport FLASK_APP=superset\nsuperset fab create-admin\n\n# \u555f\u52d5\u670d\u52d9\nsuperset run -p 8088 --with-threads --reload --debugger\n<\/code><\/pre>\n<h3 id=\"2-grafana-LqwLJDzljk\">2. Grafana<\/h3>\n<p>Grafana \u662f\u4e00\u500b\u958b\u6e90\u7684\u6578\u64da\u53ef\u8996\u5316\u5de5\u5177\uff0c\u7279\u5225\u9069\u5408\u7528\u65bc\u76e3\u63a7\u548c\u5206\u6790\u6642\u9593\u5e8f\u5217\u6578\u64da\u3002\u5b83\u652f\u6301\u591a\u7a2e\u6578\u64da\u6e90\uff0c\u5305\u62ec Prometheus\u3001InfluxDB \u548c MySQL\u3002\u4f7f\u7528 Grafana \u7684\u57fa\u672c\u6b65\u9a5f\u5982\u4e0b\uff1a<\/p>\n<pre><code>\n# \u5b89\u88dd Grafana\nsudo apt-get install grafana\n\n# \u555f\u52d5 Grafana \u670d\u52d9\nsudo service grafana-server start\n\n# \u8a2a\u554f Grafana \u754c\u9762\nhttp:\/\/localhost:3000\n<\/code><\/pre>\n<h3 id=\"3-d3-js-LqwLJDzljk\">3. D3.js<\/h3>\n<p>D3.js \u662f\u4e00\u500b\u5f37\u5927\u7684 JavaScript \u5eab\uff0c\u7528\u65bc\u5275\u5efa\u52d5\u614b\u548c\u4ea4\u4e92\u5f0f\u6578\u64da\u53ef\u8996\u5316\u3002\u5b83\u5141\u8a31\u7528\u6236\u4f7f\u7528 HTML\u3001SVG \u548c CSS \u4f86\u5448\u73fe\u6578\u64da\u3002\u4ee5\u4e0b\u662f\u4e00\u500b\u7c21\u55ae\u7684 D3.js \u793a\u4f8b\uff1a<\/p>\n<pre><code>\n\n\n\n    \n\n\n    \n        var data = [10, 20, 30, 40, 50];\n        d3.select(\"body\")\n          .selectAll(\"div\")\n          .data(data)\n          .enter()\n          .append(\"div\")\n          .style(\"width\", function(d) { return d * 10 + \"px\"; })\n          .text(function(d) { return d; });\n    \n\n\n<\/code><\/pre>\n<h2 id=\"%e5%ad%b8%e7%bf%92%e8%b3%87%e6%ba%90-LqwLJDzljk\">\u5b78\u7fd2\u8cc7\u6e90<\/h2>\n<p>\u9664\u4e86\u4f7f\u7528\u958b\u6e90\u5de5\u5177\uff0c\u9084\u6709\u8a31\u591a\u8cc7\u6e90\u53ef\u4ee5\u5e6b\u52a9\u5b78\u7fd2\u6578\u64da\u5eab\u53ef\u8996\u5316\uff1a<\/p>\n<ul>\n<li><strong>\u5728\u7dda\u8ab2\u7a0b\uff1a<\/strong>\u5e73\u53f0\u5982 Coursera \u548c Udemy \u63d0\u4f9b\u591a\u7a2e\u6578\u64da\u53ef\u8996\u5316\u8ab2\u7a0b\u3002<\/li>\n<li><strong>\u66f8\u7c4d\uff1a<\/strong>\u5982\u300aData Visualization: A Practical Introduction\u300b\u63d0\u4f9b\u4e86\u6df1\u5165\u7684\u7406\u8ad6\u548c\u5be6\u8e10\u6307\u5c0e\u3002<\/li>\n<li><strong>\u793e\u5340\u8ad6\u58c7\uff1a<\/strong>\u53c3\u52a0 Stack Overflow \u548c Reddit \u7b49\u8ad6\u58c7\uff0c\u8207\u5176\u4ed6\u5b78\u7fd2\u8005\u4ea4\u6d41\u7d93\u9a57\u3002<\/li>\n<\/ul>\n<h2 id=\"%e7%b8%bd%e7%b5%90-LqwLJDzljk\">\u7e3d\u7d50<\/h2>\n<p>\u5b78\u7fd2\u6578\u64da\u5eab\u53ef\u8996\u5316\u662f\u4e00\u9805\u91cd\u8981\u7684\u6280\u80fd\uff0c\u958b\u6e90\u6e90\u4ee3\u78bc\u63d0\u4f9b\u4e86\u8c50\u5bcc\u7684\u8cc7\u6e90\u548c\u5de5\u5177\u4f86\u5e6b\u52a9\u5b78\u7fd2\u8005\u638c\u63e1\u9019\u4e00\u9818\u57df\u3002\u901a\u904e\u4f7f\u7528\u5982 Apache Superset\u3001Grafana \u548c D3.js \u7b49\u958b\u6e90\u5de5\u5177\uff0c\u60a8\u53ef\u4ee5\u6709\u6548\u5730\u5c07\u6578\u64da\u8f49\u5316\u70ba\u53ef\u8996\u5316\u7684\u5f62\u5f0f\uff0c\u5f9e\u800c\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6578\u64da\u3002\u82e5\u60a8\u9700\u8981\u7a69\u5b9a\u7684 <a href=\"https:\/\/server.hk\">VPS<\/a> \u4f86\u904b\u884c\u9019\u4e9b\u5de5\u5177\uff0cServer.HK \u63d0\u4f9b\u591a\u7a2e\u9078\u64c7\uff0c\u9069\u5408\u5404\u7a2e\u9700\u6c42\u3002\u7121\u8ad6\u662f\u500b\u4eba\u9805\u76ee\u9084\u662f\u4f01\u696d\u61c9\u7528\uff0c\u9078\u64c7\u5408\u9069\u7684 <a href=\"https:\/\/server.hk\">\u9999\u6e2f\u4f3a\u670d\u5668<\/a> \u5c07\u6709\u52a9\u65bc\u63d0\u5347\u60a8\u7684\u6578\u64da\u53ef\u8996\u5316\u9ad4\u9a57\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u63a2\u7d22\u4f7f\u7528\u958b\u6e90\u6e90\u4ee3\u78bc\u5b78\u7fd2\u6578\u64da\u5eab\u53ef\u8996\u5316\u7684\u6700\u4f73\u65b9\u6cd5\uff0c\u63d0\u5347\u6578\u64da\u5206\u6790\u6280\u80fd\uff0c\u5be6\u73fe\u66f4\u76f4\u89c0\u7684\u6578\u64da\u5c55\u793a\u3002<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-193569","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/193569","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=193569"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/193569\/revisions"}],"predecessor-version":[{"id":193570,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/193569\/revisions\/193570"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=193569"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=193569"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=193569"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}