{"id":77309,"date":"2024-03-05T18:03:20","date_gmt":"2024-03-05T18:03:20","guid":{"rendered":"https:\/\/www.zaptest.com\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5"},"modified":"2024-03-05T21:11:28","modified_gmt":"2024-03-05T21:11:28","slug":"etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5","title":{"rendered":"ETL \u6e2c\u8a66 &#8211; 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\u6e2c\u8a66\u6709\u52a9\u65bc\u78ba\u4fdd\u6d41\u7a0b\u3001\u6578\u64da\u548c\u898b\u89e3\u7b26\u5408\u8981\u6c42\uff0c\u4e26\u6e96\u5099\u597d\u652f\u6301\u696d\u52d9\u3002<\/p>\n<p>\u5728\u5206\u4eab\u53ef\u7528\u65bc ETL \u6e2c\u8a66\u7684\u4e00\u4e9b\u4e0d\u540c\u65b9\u6cd5\u548c\u5de5\u5177\u4e4b\u524d\uff0c\u8b93\u6211\u5011\u5148\u63a2\u8a0e\u4e00\u4e0b\u4ec0\u9ebc\u662f\u63d0\u53d6\u8f49\u63db\u8ca0\u8f09\u6e2c\u8a66\u53ca\u5176\u5de5\u4f5c\u539f\u7406\u3002<\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E4%BB%80%E9%BA%BC%E6%98%AF%E6%8F%90%E5%8F%96-%E8%BD%89%E6%8F%9B-%E8%BC%89%E5%85%A5%EF%BC%8C\" >\u4ec0\u9ebc\u662f\u63d0\u53d6-\u8f49\u63db-\u8f09\u5165\uff0c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%AE%83%E6%98%AF%E5%A6%82%E4%BD%95%E5%B7%A5%E4%BD%9C%E7%9A%84%EF%BC%9F\" >\u5b83\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_%E6%91%98%E9%8C%84%EF%BC%9A\" >1. \u6458\u9304\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_%E8%BD%89%E6%8F%9B%EF%BC%9A\" >2. \u8f49\u63db\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3%E8%B2%A0%E8%BC%89%EF%BC%9A\" >3.\u8ca0\u8f09\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E4%BB%80%E9%BA%BC%E6%98%AFETL%E6%B8%AC%E8%A9%A6%EF%BC%9F\" >\u4ec0\u9ebc\u662fETL\u6e2c\u8a66\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%8F%90%E5%8F%96%E5%A6%82%E4%BD%95%E8%BD%89%E6%8F%9B\" >\u63d0\u53d6\u5982\u4f55\u8f49\u63db<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E8%B2%A0%E8%BC%89%E6%B8%AC%E8%A9%A6%E5%B7%A5%E4%BD%9C%EF%BC%9F\" >\u8ca0\u8f09\u6e2c\u8a66\u5de5\u4f5c\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_%E6%8F%90%E5%8F%96%E7%89%A9\" >1. \u63d0\u53d6\u7269<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_%E8%BD%89%E6%8F%9B\" >2. \u8f49\u63db<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3_%E8%BC%89%E5%85%A5\" >3. \u8f09\u5165<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E4%B8%8D%E5%90%8C%E9%A1%9E%E5%9E%8B%E7%9A%84_ETL_%E6%B8%AC%E8%A9%A6\" >\u4e0d\u540c\u985e\u578b\u7684 ETL \u6e2c\u8a66<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_%E6%BA%90%E6%95%B8%E6%93%9A%E9%A9%97%E8%AD%89%E6%B8%AC%E8%A9%A6\" >1. \u6e90\u6578\u64da\u9a57\u8b49\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_%E6%BA%90%E5%88%B0%E7%9B%AE%E6%A8%99%E6%95%B8%E6%93%9A%E6%A0%B8%E5%B0%8D%E6%B8%AC%E8%A9%A6\" >2. \u6e90\u5230\u76ee\u6a19\u6578\u64da\u6838\u5c0d\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-2\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-2\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3_%E8%B3%87%E6%96%99%E8%BD%89%E6%8F%9B%E6%B8%AC%E8%A9%A6\" >3. \u8cc7\u6599\u8f49\u63db\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-3\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-3\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#4_%E8%B3%87%E6%96%99%E9%A9%97%E8%AD%89%E6%B8%AC%E8%A9%A6\" >4. \u8cc7\u6599\u9a57\u8b49\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-4\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-4\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#5_ETL%E5%8F%83%E7%85%A7%E5%AE%8C%E6%95%B4%E6%80%A7%E6%B8%AC%E8%A9%A6\" >5. ETL\u53c3\u7167\u5b8c\u6574\u6027\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-5\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-5\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#6_%E6%95%B4%E5%90%88%E6%B8%AC%E8%A9%A6\" >6. \u6574\u5408\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-6\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-6\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#7_%E6%95%88%E8%83%BD%E6%B8%AC%E8%A9%A6\" >7. \u6548\u80fd\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-7\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-7\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#8_%E5%8A%9F%E8%83%BD%E6%B8%AC%E8%A9%A6\" >8. \u529f\u80fd\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-8\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-8\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#9_%E5%9B%9E%E6%AD%B8%E6%B8%AC%E8%A9%A6\" >9. \u56de\u6b78\u6e2c\u8a66<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-9\" >\u91cd\u8981\u6027\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-9\" >\u6aa2\u67e5\u5167\u5bb9\uff1a<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#ETL_%E6%B8%AC%E8%A9%A6%E7%9A%84_8_%E5%80%8B%E9%9A%8E%E6%AE%B5%EF%BC%8C%E5%8C%85%E6%8B%AC\" >ETL \u6e2c\u8a66\u7684 8 \u500b\u968e\u6bb5\uff0c\u5305\u62ec<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%88%90%E5%8A%9F%E7%9A%848%E5%80%8B%E5%B0%88%E5%AE%B6%E7%A7%98%E8%A8%A3\" >\u6210\u529f\u76848\u500b\u5c08\u5bb6\u79d8\u8a23<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_%E6%94%B6%E9%9B%86%E6%A5%AD%E5%8B%99%E9%9C%80%E6%B1%82\" >#1. \u6536\u96c6\u696d\u52d9\u9700\u6c42<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_%E8%AD%98%E5%88%A5%E5%92%8C%E9%A9%97%E8%AD%89%E6%95%B8%E6%93%9A%E6%BA%90\" >#2. \u8b58\u5225\u548c\u9a57\u8b49\u6578\u64da\u6e90<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-2\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3_%E7%B7%A8%E5%AF%AB%E6%B8%AC%E8%A9%A6%E7%94%A8%E4%BE%8B\" >#3. \u7de8\u5beb\u6e2c\u8a66\u7528\u4f8b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-3\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#4_%E5%9F%B7%E8%A1%8C%E6%B8%AC%E8%A9%A6%E6%A1%88%E4%BE%8B\" >#4. \u57f7\u884c\u6e2c\u8a66\u6848\u4f8b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-4\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#5_%E7%94%9F%E6%88%90%E5%A0%B1%E5%91%8A\" >#5. \u751f\u6210\u5831\u544a<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-5\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#6_%E9%87%8D%E6%96%B0%E6%B8%AC%E8%A9%A6%E9%8C%AF%E8%AA%A4%E5%92%8C%E7%BC%BA%E9%99%B7\" >#6. \u91cd\u65b0\u6e2c\u8a66\u932f\u8aa4\u548c\u7f3a\u9677<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-6\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#7_%E6%9C%80%E7%B5%82%E5%A0%B1%E5%91%8A\" >#7. \u6700\u7d42\u5831\u544a<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-7\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-56\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#8_%E9%97%9C%E9%96%89%E5%A0%B1%E8%A1%A8\" >#8. \u95dc\u9589\u5831\u8868<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-57\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-8\" >\u5c08\u5bb6\u63d0\u793a\uff1a<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-58\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%8F%90%E5%8F%96%E8%BD%89%E6%8F%9B%E8%B2%A0%E8%BC%89%E6%B8%AC%E8%A9%A6%E7%9A%84%E5%A5%BD%E8%99%95\" >\u63d0\u53d6\u8f49\u63db\u8ca0\u8f09\u6e2c\u8a66\u7684\u597d\u8655<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-59\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_%E6%95%B8%E6%93%9A%E7%9A%84%E6%BA%96%E7%A2%BA%E6%80%A7%E5%92%8C%E5%AE%8C%E6%95%B4%E6%80%A7\" >1. \u6578\u64da\u7684\u6e96\u78ba\u6027\u548c\u5b8c\u6574\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-60\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_%E7%AF%80%E7%9C%81%E6%99%82%E9%96%93%E5%92%8C%E9%87%91%E9%8C%A2\" >2. \u7bc0\u7701\u6642\u9593\u548c\u91d1\u9322<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-61\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3_%E6%80%A7%E8%83%BD\" >3. \u6027\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-62\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#4_%E5%90%88%E8%A6%8F\" >4. \u5408\u898f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-63\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#5_%E6%9B%B4%E5%A5%BD%E7%9A%84%E6%B1%BA%E7%AD%96\" >5. \u66f4\u597d\u7684\u6c7a\u7b56<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-64\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E8%88%87_ETL_%E6%B8%AC%E8%A9%A6%E7%9B%B8%E9%97%9C%E7%9A%84%E6%8C%91%E6%88%B0\" >\u8207 ETL \u6e2c\u8a66\u76f8\u95dc\u7684\u6311\u6230<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-65\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_%E8%B3%87%E6%96%99%E9%87%8F%E5%92%8C%E8%A4%87%E9%9B%9C%E6%80%A7\" >1. \u8cc7\u6599\u91cf\u548c\u8907\u96dc\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-66\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_%E6%BA%90%E7%B3%BB%E7%B5%B1%E4%BE%9D%E8%B3%B4\" >2. \u6e90\u7cfb\u7d71\u4f9d\u8cf4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-67\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3_%E8%BD%89%E5%9E%8B%E8%A4%87%E9%9B%9C%E6%80%A7\" >3. \u8f49\u578b\u8907\u96dc\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-68\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#4_%E8%BD%89%E7%A7%BB%E8%A6%81%E6%B1%82\" >4. \u8f49\u79fb\u8981\u6c42<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-69\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#5_%E6%B8%AC%E8%A9%A6%E7%92%B0%E5%A2%83%E9%99%90%E5%88%B6\" >5. \u6e2c\u8a66\u74b0\u5883\u9650\u5236<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-70\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#ETL_%E6%8F%90%E7%A4%BA%E5%92%8C%E6%9C%80%E4%BD%B3%E5%AF%A6%E8%B8%90\" >ETL \u63d0\u793a\u548c\u6700\u4f73\u5be6\u8e10<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-71\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_%E6%8C%81%E7%BA%8C%E6%B8%AC%E8%A9%A6\" >#1. \u6301\u7e8c\u6e2c\u8a66<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-72\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_%E6%B2%92%E6%9C%89_ETL_%E6%B8%AC%E8%A9%A6%E5%84%80%E6%98%AF%E4%B8%80%E5%BA%A7%E5%AD%A4%E5%B3%B6\" >#2. \u6c92\u6709 ETL \u6e2c\u8a66\u5100\u662f\u4e00\u5ea7\u5b64\u5cf6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-73\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3_%E5%8F%AF%E9%9D%A0%E7%9A%84%E6%96%87%E6%AA%94%E8%87%B3%E9%97%9C%E9%87%8D%E8%A6%81%E3%80%82\" >#3. \u53ef\u9760\u7684\u6587\u6a94\u81f3\u95dc\u91cd\u8981\u3002<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-74\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#4_%E7%9B%A1%E5%8F%AF%E8%83%BD%E8%87%AA%E5%8B%95%E5%8C%96\" >#4. \u76e1\u53ef\u80fd\u81ea\u52d5\u5316<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-75\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E6%9C%80%E5%A5%BD%E7%9A%84_ETL_%E8%87%AA%E5%8B%95%E5%8C%96%E6%B8%AC%E8%A9%A6%E5%B7%A5%E5%85%B7\" >\u6700\u597d\u7684 ETL \u81ea\u52d5\u5316\u6e2c\u8a66\u5de5\u5177<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-76\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#5_%E6%9F%A5%E8%A9%A2%E6%BF%80%E5%A2%9E\" >#5. \u67e5\u8a62\u6fc0\u589e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-77\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#4_iCEDQ%E7%9A%84\" >#4. iCEDQ\u7684<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-78\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#3_RightData%EF%BC%88%E5%8F%B3%E6%95%B8%E6%93%9A%EF%BC%89\" >#3. RightData\uff08\u53f3\u6578\u64da\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-79\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#2_BiG_%E8%A9%95%E4%BC%B0\" >#2. BiG \u8a55\u4f30<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-80\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#1_ZAPTEST%EF%BC%9AETL%E6%B8%AC%E8%A9%A6%E7%9A%84%E7%AC%AC%E4%B8%80%E9%81%B8%E6%93%87\" >#1. ZAPTEST\uff1aETL\u6e2c\u8a66\u7684\u7b2c\u4e00\u9078\u64c7<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-81\" href=\"https:\/\/www.zaptest.com\/zh-hant\/etl-%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%e3%80%81%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\/#%E7%B5%90%E8%AA%9E\" >\u7d50\u8a9e<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E4%BB%80%E9%BA%BC%E6%98%AF%E6%8F%90%E5%8F%96-%E8%BD%89%E6%8F%9B-%E8%BC%89%E5%85%A5%EF%BC%8C\"><\/span><strong>\u4ec0\u9ebc\u662f\u63d0\u53d6-\u8f49\u63db-\u8f09\u5165\uff0c  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E5%AE%83%E6%98%AF%E5%A6%82%E4%BD%95%E5%B7%A5%E4%BD%9C%E7%9A%84%EF%BC%9F\"><\/span><strong>\u5b83\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"555f5e\" data-has-transparency=\"false\" style=\"--dominant-color: #555f5e;\" decoding=\"async\" class=\"aligncenter wp-image-76896 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-683x1024.webp\" alt=\"ETL \u6e2c\u8a66 - \u6df1\u5165\u77ad\u89e3\u5b83\u662f\u4ec0\u9ebc\u3001\u985e\u578b\u3001\u6d41\u7a0b\u3001\u65b9\u6cd5\u3001\u5de5\u5177\u7b49\uff01\" width=\"216\" height=\"324\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-683x1024.webp 683w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-200x300.webp 200w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-768x1152.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1024x1536.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1365x2048.webp 1365w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1080x1620.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1280x1920.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-980x1470.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-480x720.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-scaled.webp 1707w\" sizes=\"(max-width: 216px) 100vw, 216px\" \/><\/p>\n<p>\u63d0\u53d6-\u8f49\u63db-\u8f09\u5165 \uff08ETL\uff09 \u662f\u6578\u64da\u5009\u5eab\u548c\u5206\u6790\u4e2d\u7684\u4e00\u500b\u91cd\u8981\u6982\u5ff5\u3002 \u5be6\u969b\u4e0a\uff0cETL \u63cf\u8ff0\u4e86\u5f9e\u591a\u500b\u4f86\u6e90\u6536\u96c6\u6578\u64da\u4e26\u5c07\u5176\u96c6\u4e2d\u5230\u6578\u64da\u5009\u5eab\u6216\u6578\u64da\u6e56\u4e2d\u7684\u904e\u7a0b\u3002<\/p>\n<p>\u8b93\u6211\u5011\u5c07 ETL \u904e\u7a0b\u5206\u89e3\u70ba\u5404\u500b\u7d44\u6210\u90e8\u5206\uff0c\u4ee5\u4fbf\u60a8\u66f4\u6e05\u695a\u5730\u7406\u89e3\u5b83\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%91%98%E9%8C%84%EF%BC%9A\"><\/span><strong>1. \u6458\u9304\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6578\u64da\u662f\u5f9e\u5404\u7a2e\u4f86\u6e90\u63d0\u53d6\u7684\u3002 \u9019\u4e9b\u4f86\u6e90\u53ef\u4ee5\u662f\u73fe\u6709\u8cc7\u6599\u5eab\u3001ERP \u6216CRM\u61c9\u7528\u7a0b\u5f0f\u3001\u96fb\u5b50\u8868\u683c\u3001Web \u670d\u52d9\u6216\u5176\u4ed6\u6a94\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E8%BD%89%E6%8F%9B%EF%BC%9A\"><\/span><strong>2. \u8f49\u63db\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u63d0\u53d6\u6578\u64da\u540e\uff0c\u5fc5\u9808\u5c0d\u5176\u9032\u884c\u8f49\u63db\uff0c\u4f7f\u5176\u9069\u5408\u5b58\u5132\u6216\u5206\u6790\u3002 \u8a72\u904e\u7a0b\u53ef\u80fd\u6d89\u53ca\u6e05\u7406\u548c\u898f\u7bc4\u5316\u6578\u64da\uff0c\u4e26\u5c07\u5176\u8f49\u63db\u70ba\u9069\u7576\u7684\u683c\u5f0f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3%E8%B2%A0%E8%BC%89%EF%BC%9A\"><\/span><strong>3.\u8ca0\u8f09\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8a72\u904e\u7a0b\u7684\u6700\u5f8c\u4e00\u90e8\u5206\u5305\u62ec\u5c07\u6578\u64da\u8f09\u5165\u5230\u76ee\u6a19\u7cfb\u7d71\u4e2d\u3002 \u6b64\u76ee\u6a19\u7cfb\u7d71\u53ef\u4ee5\u662f\u6578\u64da\u5009\u5eab\u3001\u6578\u64da\u6e56\u6216\u5176\u4ed6\u5b58\u5132\u5eab\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u96d6\u7136 <a href=\"https:\/\/www.ibm.com\/topics\/etl\">ETL \u81ea 1970 \u5e74\u4ee3\u4ee5\u4f86\u4e00\u76f4\u5b58\u5728<\/a>\uff0c\u4f46\u7531\u65bc\u5546\u696d\u754c\u66f4\u5ee3\u6cdb\u5730\u4f9d\u8cf4\u57fa\u65bc\u96f2\u7684\u7cfb\u7d71\u3001\u5be6\u6642\u6578\u64da\u3001\u5206\u6790\u548c ML\/AI \u5de5\u5177\uff0c\u5b83\u6700\u8fd1\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u91cd\u8981\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E4%BB%80%E9%BA%BC%E6%98%AFETL%E6%B8%AC%E8%A9%A6%EF%BC%9F\"><\/span><strong>\u4ec0\u9ebc\u662fETL\u6e2c\u8a66\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"112030\" data-has-transparency=\"false\" style=\"--dominant-color: #112030;\" decoding=\"async\" class=\"aligncenter wp-image-76245 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1024x683.webp\" alt=\"\u8edf\u9ad4\u6e2c\u8a66\u4e2d\u7684\u6e2c\u8a66\u8a08\u5283 - \u5b83\u662f\u4ec0\u9ebc\uff0c\u985e\u578b\uff0c\u904e\u7a0b\uff0c\u65b9\u6cd5\uff0c\u5de5\u5177\u7b49\u7b49\uff01\" width=\"542\" height=\"361\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-jpg.webp 1920w\" sizes=\"(max-width: 542px) 100vw, 542px\" \/><\/p>\n<p>ETL \u6e2c\u8a66\u662f\u4e00\u7a2e\u6578\u64da\u8655\u7406\u6e2c\u8a66\uff0c\u7528\u65bc\u9a57\u8b49\u5f9e\u4e00\u500b\u4f86\u6e90\u6536\u96c6\u7684\u6578\u64da\u662f\u5426\u5df2\u6e96\u78ba\u50b3\u8f38\u5230\u5176\u76ee\u7684\u5730\u3002 \u5982\u4e0a\u6240\u8ff0\uff0c\u63d0\u53d6\u6578\u64da\u540e\uff0c\u5fc5\u9808\u6839\u64da\u696d\u52d9\u9700\u6c42\u5c0d\u5176\u9032\u884c\u8f49\u63db\u3002 \u9019\u7a2e\u8f49\u63db\u6709\u6642\u6703\u5c0e\u81f4\u6578\u64da\u51fa\u73fe\u554f\u984c\u3002 ETL \u6e2c\u8a66\u65b9\u6cd5\u6709\u52a9\u65bc\u78ba\u4fdd\u6578\u64da\u7684\u53ef\u9760\u6027\u548c\u6e96\u78ba\u6027\u3002<\/p>\n<p>ETL \u6e2c\u8a66\u662f\u4e00\u7a2e <a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e9%bb%91%e7%9b%92%e6%b8%ac%e8%a9%a6-%e5%ae%83%e6%98%af%e4%bb%80%e9%ba%bc%ef%bc%8c%e9%a1%9e%e5%9e%8b%ef%bc%8c%e9%81%8e%e7%a8%8b%ef%bc%8c%e6%96%b9%e6%b3%95%ef%bc%8c%e5%b7%a5%e5%85%b7%e7%ad%89\">\u9ed1\u76d2\u6e2c\u8a66<\/a> \uff0c\u56e0\u70ba\u5b83\u901a\u904e\u6bd4\u8f03\u8f38\u5165\u548c\u8f38\u51fa\u4f86\u9a57\u8b49\u4ea4\u63db\u3001\u8f49\u63db\u548c\u8f09\u5165\u904e\u7a0b\u3002 \u5be6\u969b\u4e0a\uff0c\u5b83\u95dc\u6ce8\u7684\u662f\u7cfb\u7d71\u5728\u56de\u61c9\u4e0d\u540c\u8f38\u5165\u6642\u6240\u505a\u7684\u4e8b\u60c5\uff0c\u800c\u4e0d\u662f\u5b83\u5982\u4f55\u5be6\u73fe\u9019\u4e9b\u7d50\u679c\u3002 \u4f46\u662f\uff0c\u5728\u67d0\u4e9b\u60c5\u6cc1\u4e0b\uff0c\u6e2c\u8a66\u4eba\u54e1\u6703\u67e5\u770b\u76d2\u5b50\u5167\u767c\u751f\u7684\u4e8b\u60c5\uff0c\u5c24\u5176\u662f\u5728\u767c\u751f\u610f\u5916\u60c5\u6cc1\u6642\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E6%8F%90%E5%8F%96%E5%A6%82%E4%BD%95%E8%BD%89%E6%8F%9B\"><\/span><strong>\u63d0\u53d6\u5982\u4f55\u8f49\u63db  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E8%B2%A0%E8%BC%89%E6%B8%AC%E8%A9%A6%E5%B7%A5%E4%BD%9C%EF%BC%9F\"><\/span><strong>\u8ca0\u8f09\u6e2c\u8a66\u5de5\u4f5c\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"\u963f\u723e\u6cd5\u6e2c\u8a66\u8207\u8c9d\u5854\u6e2c\u8a66\" width=\"160\" height=\"267\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 160px) 100vw, 160px\" \/><\/p>\n<p>\u89e3\u91cb ETL \u6e2c\u8a66\u5982\u4f55\u5de5\u4f5c\u7684\u6700\u7c21\u55ae\u65b9\u6cd5\u662f\u5c07\u5176\u62c6\u5206\u70ba\u5176\u7d44\u6210\u90e8\u5206\uff1a\u63d0\u53d6\u3001\u8f49\u63db\u548c\u8f09\u5165\u3002 \u5f9e\u90a3\u88e1\uff0c\u60a8\u53ef\u4ee5\u77ad\u89e3 ETL \u9a57\u8b49\u7684\u4e0d\u540c\u5143\u7d20\uff0c\u7136\u5f8c\u518d\u66f4\u7cbe\u7d30\u5730\u5206\u89e3\u5404\u500b\u968e\u6bb5\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%8F%90%E5%8F%96%E7%89%A9\"><\/span><strong>1. \u63d0\u53d6\u7269<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>ETL \u6e2c\u8a66\u9a57\u8b49\u5f9e\u6e90\u4e2d\u63d0\u53d6\u7684\u6578\u64da\u662f\u5426\u6e96\u78ba\u4e14\u7121\u932f\u8aa4\u3002 \u6b64\u904e\u7a0b\u5305\u62ec\u6aa2\u67e5\u57fa\u672c\u503c\u7684\u6e96\u78ba\u6027\u4e26\u78ba\u4fdd\u6578\u64da\u5b8c\u6574\u3002<\/p>\n<p>\u8a72\u904e\u7a0b\u7684\u53e6\u4e00\u90e8\u5206\u6d89\u53ca\u6578\u64da\u5206\u6790\u3002 \u9019\u500b\u904e\u7a0b\u6709\u6548\u5730\u5305\u62ec\u77ad\u89e3\u6e90\u6578\u64da\u7684\u7d50\u69cb\u3001\u5167\u5bb9\u548c\u54c1\u8cea\u3002 \u9019\u88e1\u7684\u60f3\u6cd5\u662f\uff0c\u60a8\u53ef\u4ee5\u767c\u73fe\u4efb\u4f55\u7570\u5e38\u3001\u4e0d\u4e00\u81f4\u6216\u6f5b\u5728\u7684\u6620\u5c04\u554f\u984c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E8%BD%89%E6%8F%9B\"><\/span><strong>2. \u8f49\u63db<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u8a72\u904e\u7a0b\u7684\u4e0b\u4e00\u90e8\u5206\u5c07\u63a2\u8a0e\u5982\u4f55\u56b4\u683c\u9075\u5b88\u6578\u64da\u8f49\u63db\u898f\u5247\u3002 \u9019\u88e1\u7684\u4e3b\u8981\u65b9\u6cd5\u4e4b\u4e00\u662f\u6839\u64da\u6cd5\u898f\u3001\u6cd5\u5f8b\u548c\u5176\u4ed6\u696d\u52d9\u898f\u5247\u6e2c\u8a66\u8f49\u63db\u908f\u8f2f\u3002<\/p>\n<p>\u6b64\u8655\u7684\u4e00\u4e9b\u5178\u578b\u6e2c\u8a66\u5305\u62ec\u6aa2\u67e5\u6578\u64da\u662f\u5426\u8f49\u63db\u70ba\u9810\u671f\u683c\u5f0f\u3001\u8a08\u7b97\u662f\u5426\u6e96\u78ba\uff0c\u4ee5\u53ca\u9a57\u8b49\u67e5\u627e\u662f\u5426\u93c8\u63a5\u6578\u64da\u96c6\u4e4b\u9593\u7684\u5143\u7d20\u3002<\/p>\n<p>\u6578\u64da\u54c1\u8cea\u4e5f\u53d7\u5230\u8003\u616e\u3002 \u6e2c\u8a66\u4eba\u54e1\u5fc5\u9808\u67e5\u627e\u4e26\u522a\u9664\u683c\u5f0f\u4e0d\u4e00\u81f4\u548c\u91cd\u8907\u9805\uff0c\u4e26\u5728\u61c9\u7528\u6578\u64da\u6e05\u7406\u904e\u7a0b\u6642\u89e3\u6c7a\u4efb\u4f55\u885d\u7a81\u7684\u6578\u64da\u3002<\/p>\n<p>\u6700\u5f8c\uff0c\u9084\u6e2c\u8a66\u4e86\u6574\u9ad4\u6027\u80fd\uff0c\u4ee5\u77ad\u89e3\u5927\u91cf\u6578\u64da\u5c0d ETL \u904e\u7a0b\u7684\u5f71\u97ff\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E8%BC%89%E5%85%A5\"><\/span><strong>3. \u8f09\u5165<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u6700\u5f8c\uff0c\u7576\u6578\u64da\u8f09\u5165\u5230\u6578\u64da\u5009\u5eab\u3001\u6578\u64da\u6e56\u6216\u5176\u4ed6\u6700\u7d42\u76ee\u6a19\u6642\uff0c\u6e2c\u8a66\u4eba\u54e1\u5fc5\u9808\u9a57\u8b49\u6578\u64da\u662f\u5426\u5b8c\u6574\u3001\u6e96\u78ba\u4ee5\u53ca\u662f\u5426\u4ee5\u6b63\u78ba\u7684\u683c\u5f0f\u5448\u73fe\u3002<\/p>\n<p>\u904b\u884c\u6bd4\u8f03\u4ee5\u6aa2\u67e5\u6e90\u3001\u66ab\u5b58\u5340\u57df\u548c\u76ee\u6a19\u4e4b\u9593\u7684\u8def\u5f91\u4e0a\u662f\u5426\u6c92\u6709\u6578\u64da\u4e1f\u5931\u6216\u640d\u58de\u3002<\/p>\n<p>\u6700\u5f8c\uff0c\u6aa2\u67e5\u5be9\u8a08\u8ddf\u8e64\u4ee5\u8ddf\u8e64\u9032\u7a0b\u662f\u5426\u6b63\u5728\u8ddf\u8e64 ETL \u904e\u7a0b\u4e2d\u767c\u751f\u7684\u4efb\u4f55\u66f4\u6539\uff0c\u4e26\u9a57\u8b49\u662f\u5426\u5b58\u5728\u6b77\u53f2\u8a18\u9304\u548c\u5143\u6578\u64da\u3002<\/p>\n<p>\u4e0a\u8ff0\u90e8\u5206\u61c9\u8b93\u60a8\u5c0d\u5982\u4f55\u57f7\u884c ETL \u6578\u64da\u8cea\u91cf\u6aa2\u67e5\u6709\u4e00\u500b\u57fa\u672c\u7684\u76e3\u7763\u3002 \u60a8\u6703\u6ce8\u610f\u5230\uff0c\u6e2c\u8a66\u767c\u751f\u5728\u6578\u64da\u50b3\u8f38\u7684\u6bcf\u500b\u968e\u6bb5\uff0c\u56e0\u70ba\u9019\u662f\u8b58\u5225\u548c\u89e3\u6c7a\u7279\u5b9a\u554f\u984c\u7684\u6700\u4f73\u65b9\u5f0f\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u70ba\u4e86\u66f4\u6df1\u5165\u5730\u77ad\u89e3 ETL \u6e2c\u8a66\u6982\u5ff5\uff0c\u60a8\u5fc5\u9808\u63a2\u7d22\u4e0d\u540c\u985e\u578b\u7684 ETL \u6e2c\u8a66\u53ca\u5176\u61c9\u7528\u968e\u6bb5\u3002 \u4ee5\u4e0b\u5169\u7bc0\u5c07\u63d0\u4f9b\u6b64\u8cc7\u8a0a\uff0c\u4e26\u5e6b\u52a9\u60a8\u7372\u5f97\u6240\u9700\u7684\u5b8c\u6574\u5716\u7247\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E4%B8%8D%E5%90%8C%E9%A1%9E%E5%9E%8B%E7%9A%84_ETL_%E6%B8%AC%E8%A9%A6\"><\/span><strong>\u4e0d\u540c\u985e\u578b\u7684 ETL \u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56614\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-uat-1024x683.jpeg\" alt=\"\u6e05\u55ae UAT\u3001Web \u61c9\u7528\u7a0b\u5f0f\u6e2c\u8a66\u5de5\u5177\u3001\u81ea\u52d5\u5316\u7b49\" width=\"608\" height=\"405\"><\/p>\n<p>ETL \u6e2c\u8a66\u4e2d\u6709\u8a31\u591a\u4e0d\u540c\u985e\u578b\u7684\u9a57\u8b49\u3002 \u5b83\u5011\u7528\u65bc\u4e0d\u540c\u7684\u5834\u666f\u548c\u5ee3\u6cdb\u7684\u76ee\u6a19\u3002 \u8b93\u6211\u5011\u63a2\u8a0e\u4e00\u4e0b ETL \u6e2c\u8a66\u7684\u985e\u578b\u4ee5\u53ca\u60a8\u61c9\u8a72\u5728\u4f55\u6642\u4f55\u5730\u4f7f\u7528\u5b83\u5011\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%BA%90%E6%95%B8%E6%93%9A%E9%A9%97%E8%AD%89%E6%B8%AC%E8%A9%A6\"><\/span><strong>1. \u6e90\u6578\u64da\u9a57\u8b49\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A\"><\/span><strong>\u91cd\u8981\u6027\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6e90\u6578\u64da\u9a57\u8b49\u6e2c\u8a66\u53ef\u78ba\u4fdd\u6e90\u6578\u64da\u5728\u63d0\u53d6\u9032\u884c\u8f49\u63db\u4e4b\u524d\u662f\u9ad8\u54c1\u8cea\u548c\u4e00\u81f4\u7684\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u6578\u64da\u662f\u5426\u9075\u5b88\u696d\u52d9\u898f\u5247\uff1f<\/li>\n<li>\u6578\u64da\u985e\u578b\u548c\u683c\u5f0f\u662f\u5426\u7b26\u5408\u9810\u671f\uff1f<\/li>\n<li>\u6578\u64da\u662f\u5426\u5728\u6709\u6548\u7bc4\u570d\u5167\uff1f<\/li>\n<li>\u5728\u610f\u60f3\u4e0d\u5230\u7684\u5730\u65b9\u662f\u5426\u6709\u7a7a\u503c\u6216\u7f3a\u5931\u503c\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%BA%90%E5%88%B0%E7%9B%AE%E6%A8%99%E6%95%B8%E6%93%9A%E6%A0%B8%E5%B0%8D%E6%B8%AC%E8%A9%A6\"><\/span><strong>2. \u6e90\u5230\u76ee\u6a19\u6578\u64da\u6838\u5c0d\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-2\"><\/span><strong>\u91cd\u8981\u6027\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u9019\u7a2e\u985e\u578b\u7684\u6e2c\u8a66\u9a57\u8b49\u662f\u5426\u5f9e\u7279\u5b9a\u6e90\u63d0\u53d6\u3001\u8f49\u63db\u4e86\u6240\u6709\u6578\u64da\u4e26\u5c07\u5176\u8f09\u5165\u5230\u76ee\u6a19\u7cfb\u7d71\u4e2d\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-2\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u6578\u64da\u662f\u5426\u5728 ETL \u904e\u7a0b\u4e2d\u4e1f\u5931\uff1f<\/li>\n<li>\u5728 ETL \u904e\u7a0b\u4e2d\u662f\u5426\u91cd\u8907\u4e86\u6578\u64da\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E8%B3%87%E6%96%99%E8%BD%89%E6%8F%9B%E6%B8%AC%E8%A9%A6\"><\/span><strong>3. \u8cc7\u6599\u8f49\u63db\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-3\"><\/span><strong>\u91cd\u8981\u6027\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6578\u64da\u8f49\u63db\u53ef\u80fd\u6d89\u53ca\u8a31\u591a\u4e0d\u540c\u7684\u4e8b\u60c5\uff0c\u4f8b\u5982\u683c\u5f0f\u66f4\u6539\u3001\u8a08\u7b97\u3001\u805a\u5408\u7b49\u3002 \u6578\u64da\u8f49\u63db\u6e2c\u8a66\u6aa2\u67e5\u8f49\u63db\u662f\u5426\u6309\u9810\u671f\u9032\u884c\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-3\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u8f49\u63db\u5f8c\u6578\u64da\u662f\u5426\u7b26\u5408\u9810\u671f\uff1f<\/li>\n<li>\u5728\u8f49\u63db\u904e\u7a0b\u4e2d\u662f\u5426\u6b63\u78ba\u5be6\u73fe\u4e86\u696d\u52d9\u908f\u8f2f\uff1f<\/li>\n<li>\u5728\u8f49\u63db\u671f\u9593\u57f7\u884c\u7684\u8a08\u7b97\u662f\u5426\u7522\u751f\u4e86\u6b63\u78ba\u7684\u8f38\u51fa\uff1f<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E8%B3%87%E6%96%99%E9%A9%97%E8%AD%89%E6%B8%AC%E8%A9%A6\"><\/span><strong>4. \u8cc7\u6599\u9a57\u8b49\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-4\"><\/span><strong>\u91cd\u8981\u6027\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6e2c\u8a66\u8f49\u63db\u540e\u7684\u6700\u7d42\u6578\u64da\u662f\u5426\u7b26\u5408\u696d\u52d9\u9700\u6c42\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-4\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u662f\u5426\u7b26\u5408\u6578\u64da\u8cea\u91cf\u6a19\u6e96\uff08\u5373\u6e96\u78ba\u6027\u3001\u5b8c\u6574\u6027\uff09\uff1f<\/li>\n<li>\u662f\u5426\u9075\u5b88\u696d\u52d9\u898f\u5247\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_ETL%E5%8F%83%E7%85%A7%E5%AE%8C%E6%95%B4%E6%80%A7%E6%B8%AC%E8%A9%A6\"><\/span><strong>5. ETL\u53c3\u7167\u5b8c\u6574\u6027\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-5\"><\/span><strong>\u91cd\u8981\u6027\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u9a57\u8b49\u6e90\u6578\u64da\u4e2d\u8868\u4e4b\u9593\u7684\u95dc\u4fc2\u662f\u5426\u5df2\u5728\u76ee\u6a19\u6578\u64da\u4e2d\u5fe0\u5be6\u5730\u518d\u73fe\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-5\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u6578\u64da\u4e2d\u7684\u5916\u9375\u662f\u5426\u8207\u5176\u5c0d\u61c9\u7684\u4e3b\u9375\u5339\u914d\uff1f<\/li>\n<li>ETL \u5f8c\u662f\u5426\u4fdd\u6301\u5b50\u8868\u548c\u7236\u8868\u95dc\u4fc2\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%E6%95%B4%E5%90%88%E6%B8%AC%E8%A9%A6\"><\/span><strong>6. \u6574\u5408\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-6\"><\/span><strong>\u91cd\u8981\u6027\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e4%bb%80%e9%ba%bc%e6%98%af%e9%9b%86%e6%88%90%e6%b8%ac%e8%a9%a6%ef%bc%9f-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e5%92%8c%e5%af%a6%e6%96%bd\">\u96c6\u6210\u6e2c\u8a66<\/a> \u9a57\u8b49 ETL \u904e\u7a0b\u662f\u5426\u5728\u66f4\u5927\u7684\u6578\u64da\u751f\u614b\u7cfb\u7d71\u4e2d\u96c6\u6210\u4f75\u767c\u63ee\u4f5c\u7528\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-6\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u7aef\u5230\u7aef\u6578\u64da\u6d41\u662f\u5426\u9806\u5229\u904b\u884c\uff1f<\/li>\n<li>ETL \u904e\u7a0b\u8207\u5176\u4ed6\u7cfb\u7d71\uff08\u4f8b\u5982\u6e90\u3001\u76ee\u6a19\u6216\u5176\u4ed6\u4f9d\u8cf4\u65bc\u8cc7\u6599\u7684\u4e0b\u6e38\u61c9\u7528\u7a0b\u5f0f\uff09\u7684\u4ea4\u4e92\u7a0b\u5ea6\u5982\u4f55\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_%E6%95%88%E8%83%BD%E6%B8%AC%E8%A9%A6\"><\/span><strong>7. \u6548\u80fd\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-7\"><\/span><strong>\u91cd\u8981\u6027\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>ETL <a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e4%bb%80%e9%ba%bc%e6%98%af%e6%80%a7%e8%83%bd%e6%b8%ac%e8%a9%a6%ef%bc%9f-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e9%a1%9e%e5%9e%8b%e3%80%81%e5%af%a6%e8%b8%90%e3%80%81%e5%b7%a5%e5%85%b7%e3%80%81%e6%8c%91\">\u6027\u80fd\u6e2c\u8a66<\/a> \u8a55\u4f30 ETL \u904e\u7a0b\u5728\u53d7\u5230\u8105\u8feb\uff08\u4f8b\u5982\u91cd\u8ca0\u8f09\uff09\u6642\u7684\u6548\u7387\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-7\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>ETL \u8655\u7406\u6642\u9593\u662f\u5426\u6eff\u8db3\u696d\u52d9\u8981\u6c42\u6216\u57fa\u6e96\uff1f<\/li>\n<li>ETL \u6d41\u7a0b\u80fd\u5426\u96a8\u8457\u6578\u64da\u91cf\u7684\u589e\u52a0\u800c\u64f4\u5c55\uff1f<\/li>\n<li>ETL \u904e\u7a0b\u662f\u5426\u6709\u4efb\u4f55\u5fc5\u9808\u89e3\u6c7a\u7684\u8cc7\u6e90\u9650\u5236\u6216\u74f6\u9838\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_%E5%8A%9F%E8%83%BD%E6%B8%AC%E8%A9%A6\"><\/span><strong>8. \u529f\u80fd\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-8\"><\/span><strong>\u91cd\u8981\u6027\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e4%bb%80%e9%ba%bc%e6%98%af%e5%8a%9f%e8%83%bd%e6%b8%ac%e8%a9%a6%ef%bc%9f-%e9%a1%9e%e5%9e%8b%e3%80%81%e7%a4%ba%e4%be%8b%e3%80%81%e6%b8%85%e5%96%ae%e5%92%8c%e5%af%a6%e6%96%bd\">\u529f\u80fd\u6e2c\u8a66<\/a> \u5f9e\u4f7f\u7528\u8005\u7684\u89d2\u5ea6\u9a57\u8b49 ETL \u6d41\u7a0b\u662f\u5426\u6eff\u8db3\u5c08\u6848\u8981\u6c42\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-8\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u8f38\u51fa\u662f\u5426\u7b26\u5408\u898f\u5b9a\u7684\u696d\u52d9\u9700\u6c42\uff1f<\/li>\n<li>\u5831\u544a\u80fd\u7522\u751f\u6e96\u78ba\u7684\u7d50\u679c\u55ce\uff1f<\/li>\n<li>\u5100\u9336\u677f\u662f\u5426\u986f\u793a\u9810\u671f\u6578\u64da\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_%E5%9B%9E%E6%AD%B8%E6%B8%AC%E8%A9%A6\"><\/span><strong>9. \u56de\u6b78\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%87%8D%E8%A6%81%E6%80%A7%EF%BC%9A-9\"><\/span><strong>\u91cd\u8981\u6027\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>ETL \u904e\u7a0b\u975e\u5e38\u8907\u96dc\uff0c\u9700\u8981\u5927\u91cf\u76f8\u4e92\u95dc\u806f\u7684\u6578\u64da\u3002 \u5373\u4f7f\u662f\u6d41\u7a0b\u4e2d\u7684\u5fae\u5c0f\u8b8a\u5316\u4e5f\u6703\u5f71\u97ff\u6e90\u982d\u7684\u8f38\u51fa\u3002 <a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e4%bb%80%e9%ba%bc%e6%98%af%e5%9b%9e%e6%ad%b8%e6%b8%ac%e8%a9%a6%ef%bc%9f-%e5%af%a6%e6%96%bd%ef%bc%8c%e5%b7%a5%e5%85%b7%e5%92%8c%e5%ae%8c%e6%95%b4%e6%8c%87%e5%8d%97\">\u56de\u6b78\u6e2c\u8a66<\/a> \u5c0d\u65bc\u8b58\u5225\u9019\u4e9b\u610f\u5916\u7d50\u679c\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%AA%A2%E6%9F%A5%E5%85%A7%E5%AE%B9%EF%BC%9A-9\"><\/span><strong>\u6aa2\u67e5\u5167\u5bb9\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u4ee3\u78bc\u6216\u57fa\u790e\u6578\u64da\u7684\u66f4\u6539\u662f\u5426\u7a81\u7136\u9020\u6210\u4e0d\u5229\u5f71\u97ff\uff1f<\/li>\n<li>\u66f4\u6539\u662f\u5426\u5c0d\u6539\u9032 ETL \u6d41\u7a0b\u7522\u751f\u4e86\u9810\u671f\u7684\u6548\u679c\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u5011\u53ef\u4ee5\u5728\u6b64\u6e05\u55ae\u4e2d\u5305\u542b <a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e4%bb%80%e9%ba%bc%e6%98%af%e5%96%ae%e5%85%83%e6%b8%ac%e8%a9%a6%ef%bc%9f-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3%e6%b5%81%e7%a8%8b%ef%bc%8c%e5%a5%bd%e8%99%95%ef%bc%8c%e6%8c%91%e6%88%b0%ef%bc%8c%e5%b7%a5\">\u55ae\u5143\u6e2c\u8a66<\/a> \u3002 \u4f46\u662f\uff0c\u76f8\u53cd\uff0c\u6211\u5011\u5305\u542b\u4e86\u55ae\u5143\u6e2c\u8a66\u5c07\u6db5\u84cb\u7684\u7d44\u6210\u90e8\u5206\uff0c\u4f8b\u5982\u6e90\u9a57\u8b49\u6e2c\u8a66\u3001\u6e90\u5230\u76ee\u6a19\u6578\u64da\u5354\u8abf\u6e2c\u8a66\u7b49\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"ETL_%E6%B8%AC%E8%A9%A6%E7%9A%84_8_%E5%80%8B%E9%9A%8E%E6%AE%B5%EF%BC%8C%E5%8C%85%E6%8B%AC\"><\/span><strong>ETL \u6e2c\u8a66\u7684 8 \u500b\u968e\u6bb5\uff0c\u5305\u62ec  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E6%88%90%E5%8A%9F%E7%9A%848%E5%80%8B%E5%B0%88%E5%AE%B6%E7%A7%98%E8%A8%A3\"><\/span><strong>\u6210\u529f\u76848\u500b\u5c08\u5bb6\u79d8\u8a23<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"9b8f85\" data-has-transparency=\"false\" style=\"--dominant-color: #9b8f85;\" decoding=\"async\" class=\"aligncenter wp-image-71951 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/ZAP_Enterprise8-jpg.webp\" alt=\"ETL \u6e2c\u8a66\u7684 8 \u500b\u968e\u6bb5\u4ee5\u53ca 8 \u500b\u6210\u529f\u5c08\u5bb6\u63d0\u793a\" width=\"351\" height=\"234\"><\/p>\n<p>\u597d\u4e86\uff0c\u73fe\u5728\u60a8\u5df2\u7d93\u77ad\u89e3\u4e86 ETL \u6e2c\u8a66\u4e2d\u4e0d\u540c\u985e\u578b\u7684\u9a57\u8b49\uff0c\u662f\u6642\u5019\u5c07\u5b83\u5011\u653e\u5728\u4e00\u8d77\u4e86\u3002 ETL \u6e2c\u8a66\u901a\u5e38\u63a1\u7528\u591a\u968e\u6bb5\u65b9\u6cd5\u9032\u884c\uff0c\u6211\u5011\u5c07\u5728\u4e0b\u9762\u4ecb\u7d39\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%94%B6%E9%9B%86%E6%A5%AD%E5%8B%99%E9%9C%80%E6%B1%82\"><\/span><strong>#1. \u6536\u96c6\u696d\u52d9\u9700\u6c42<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4efb\u4f55\u6e2c\u8a66\u904e\u7a0b\u7684\u7b2c\u4e00\u968e\u6bb5\u90fd\u6d89\u53ca\u6536\u96c6\u9700\u6c42\u3002 \u6e2c\u8a66\u4eba\u54e1\u5fc5\u9808\u5c0d ETL \u6d41\u7a0b\u7684\u4ea4\u4ed8\u5167\u5bb9\u9054\u6210\u5171\u8b58\u3002 \u5728\u9019\u500b\u65e9\u671f\u968e\u6bb5\u61c9\u8a72\u56de\u7b54\u7684\u4e00\u4e9b\u554f\u984c\u662f\uff1a<\/p>\n<ul>\n<li>\u5982\u4f55\u4f7f\u7528\u6578\u64da\uff1f<\/li>\n<li>\u9700\u8981\u54ea\u4e9b\u8f38\u51fa\u683c\u5f0f\uff1f<\/li>\n<li>\u6027\u80fd\u9810\u671f\u662f\u4ec0\u9ebc\uff1f<\/li>\n<li>\u54ea\u4e9b\u6cd5\u898f\u3001\u6cd5\u5f8b\u6216\u516c\u53f8\u653f\u7b56\u7ba1\u7406\u6578\u64da\u7684\u4f7f\u7528\uff1f<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u96d6\u7136\u9075\u5b88\u8981\u6c42\u662f\u5fc5\u9808\u7684\uff0c\u4f46 ETL \u6e2c\u8a66\u4eba\u54e1\u61c9\u5229\u7528\u4ed6\u5011\u7684\u77e5\u8b58\u548c\u5c08\u696d\u77e5\u8b58\uff0c\u5728\u6d41\u7a0b\u7684\u65e9\u671f\u4e3b\u52d5\u5c0b\u627e\u6f5b\u5728\u7684\u554f\u984c\u3001\u4e0d\u4e00\u81f4\u6216\u932f\u8aa4\u3002 \u53ca\u65e9\u767c\u73fe\u548c\u6d88\u9664\u554f\u984c\u8981\u5bb9\u6613\u5f97\u591a\uff0c\u8017\u6642\u4e5f\u5c11\u5f97\u591a\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E8%AD%98%E5%88%A5%E5%92%8C%E9%A9%97%E8%AD%89%E6%95%B8%E6%93%9A%E6%BA%90\"><\/span><strong>#2. \u8b58\u5225\u548c\u9a57\u8b49\u6578\u64da\u6e90<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL \u662f\u95dc\u65bc\u5f9e\u4e0d\u540c\u7684\u6578\u64da\u4f86\u6e90\u4e2d\u63d0\u53d6\u6578\u64da\uff0c\u4f8b\u5982 ERP \u6216 CRM \u5de5\u5177\u3001\u61c9\u7528\u7a0b\u5f0f\u3001\u5176\u4ed6\u8cc7\u6599\u5eab\u3001\u96fb\u5b50\u8868\u683c\u7b49\u3002 \u6e2c\u8a66\u4eba\u54e1\u5fc5\u9808\u78ba\u8a8d\u6240\u9700\u7684\u6578\u64da\u662f\u53ef\u8a2a\u554f\u7684\uff0c\u7d50\u69cb\u6b63\u78ba\uff0c\u4e26\u4e14\u5177\u6709\u8db3\u5920\u7684\u54c1\u8cea\u4ee5\u6309\u9810\u671f\u4f7f\u7528\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-2\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5be6\u969b\u7cfb\u7d71\u4e2d\u7684\u6e90\u6578\u64da\u901a\u5e38\u662f\u6df7\u4e82\u7684\u3002 \u5728\u6b64\u968e\u6bb5\uff0c\u751f\u6210\u5168\u9762\u7684\u6578\u64da\u5206\u6790\u5831\u544a\u662f\u95dc\u9375\uff0c\u4ee5\u78ba\u4fdd\u8b58\u5225\u7f3a\u5931\u503c\u3001\u683c\u5f0f\u554f\u984c\u3001\u7570\u5e38\u548c\u5176\u4ed6\u4e0d\u4e00\u81f4\u4e4b\u8655\uff0c\u4e26\u5e0c\u671b\u5728\u8f49\u63db\u908f\u8f2f\u4e2d\u6392\u9664\u9019\u4e9b\u4e0d\u4e00\u81f4\u4e4b\u8655\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E7%B7%A8%E5%AF%AB%E6%B8%AC%E8%A9%A6%E7%94%A8%E4%BE%8B\"><\/span><strong>#3. \u7de8\u5beb\u6e2c\u8a66\u7528\u4f8b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6709\u4e86\u696d\u52d9\u9700\u6c42\u548c\u6578\u64da\u5256\u6790\u5831\u544a\uff0c\u662f\u6642\u5019\u69cb\u5efa\u9a57\u8b49 ETL \u6d41\u7a0b\u6240\u9700\u7684\u6e2c\u8a66\u7528\u4f8b\u4e86\u3002 \u6e2c\u8a66\u7528\u4f8b\u61c9\u5305\u62ec\u529f\u80fd\u6e2c\u8a66\u3001\u908a\u7de3\u7528\u4f8b\u548c\u60a8\u78ba\u5b9a\u70ba\u5177\u6709\u9ad8\u6545\u969c\u98a8\u96aa\u7684\u4efb\u4f55\u9818\u57df\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-3\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6e2c\u8a66\u55ae\u500b\u8f49\u63db\u662f\u5f88\u597d\u7684\uff0c\u4f46\u69cb\u5efa\u6e2c\u8a66\u7528\u4f8b\u4f86\u4e86\u89e3\u6578\u64da\u5728\u901a\u904e\u6574\u500b ETL \u7ba1\u9053\u50b3\u8f38\u6642\u5982\u4f55\u53d7\u5230\u5f71\u97ff\u6703\u66f4\u597d\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E5%9F%B7%E8%A1%8C%E6%B8%AC%E8%A9%A6%E6%A1%88%E4%BE%8B\"><\/span><strong>#4. \u57f7\u884c\u6e2c\u8a66\u6848\u4f8b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u73fe\u5728\u662f\u6642\u5019\u61c9\u7528\u6e2c\u8a66\u7528\u4f8b\u4e86\u3002 \u6e2c\u8a66\u4eba\u54e1\u61c9\u76e1\u6700\u5927\u52aa\u529b\u985e\u6bd4\u771f\u5be6\u689d\u4ef6\uff0c\u6216\u8005\u5728\u53ef\u80fd\u7684\u60c5\u6cc1\u4e0b\u4f7f\u7528\u771f\u5be6\u689d\u4ef6\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-4\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>ETL \u81ea\u52d5\u5316\u6e2c\u8a66\u5de5\u5177\u5728\u9019\u88e1\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002 \u80fd\u5920\u7522\u751f\u4e00\u81f4\u4e14\u53ef\u91cd\u8907\u7684\u6e2c\u8a66\u53ef\u4ee5\u7bc0\u7701\u5927\u91cf\u6642\u9593\u548c\u7cbe\u529b\u3002 \u6b64\u5916\uff0c\u96a8\u8457\u6578\u64da\u6e90\u7684\u66f4\u65b0\u6216\u5c0d ETL \u6d41\u7a0b\u672c\u8eab\u7684\u66f4\u6539\uff0cETL \u6e2c\u8a66\u662f\u4e00\u9805\u6301\u7e8c\u7684\u8981\u6c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%E7%94%9F%E6%88%90%E5%A0%B1%E5%91%8A\"><\/span><strong>#5. \u751f\u6210\u5831\u544a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u57f7\u884c\u6e2c\u8a66\u540e\uff0c\u5fc5\u9808\u5982\u5be6\u8a18\u9304\u60a8\u7684\u767c\u73fe\u3002 \u8a18\u4e0b\u60a8\u7684\u7d50\u679c\uff0c\u4e26\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u6210\u529f<\/li>\n<li>\u5931\u6557<\/li>\n<li>\u504f\u96e2\u9810\u671f<\/li>\n<li>\u5fc5\u9808\u9032\u884c\u54ea\u4e9b\u4fee\u5fa9\u6216\u66f4\u6539<\/li>\n<\/ul>\n<p>\u9019\u4e9b\u5831\u544a\u5c07\u4e0d\u50c5\u50c5\u662f\u78ba\u8a8d\u7cfb\u7d71\u7684\u904b\u884c\u72c0\u6cc1\u3002 \u4ed6\u5011\u9084\u5c07\u63d0\u4f9b\u60a8\u9700\u8981\u9032\u884c\u7684\u4efb\u4f55\u4fee\u5fa9\u7684\u6642\u7a0b\u8868\uff0c\u540c\u6642\u63d0\u4f9b\u512a\u5316 ETL \u6d41\u7a0b\u6240\u9700\u7684\u91cd\u8981\u8cc7\u8a0a\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-5\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5831\u544a\u9762\u5411\u6240\u6709\u4eba\uff0c\u5305\u62ec\u975e\u6280\u8853\u5229\u76ca\u76f8\u95dc\u8005\u3002 \u52aa\u529b\u6e1b\u5c11\u884c\u8a71\u548c\u904e\u65bc\u6280\u8853\u6027\u7684\u6982\u5ff5\uff0c\u4e26\u4f7f\u7528\u5716\u5f62\u3001\u5716\u8868\u7b49\u8996\u89ba\u6458\u8981\u4f86\u89e3\u91cb\u904e\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%E9%87%8D%E6%96%B0%E6%B8%AC%E8%A9%A6%E9%8C%AF%E8%AA%A4%E5%92%8C%E7%BC%BA%E9%99%B7\"><\/span><strong>#6. \u91cd\u65b0\u6e2c\u8a66\u932f\u8aa4\u548c\u7f3a\u9677<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u63a5\u4e0b\u4f86\uff0c\u60a8\u9700\u8981\u6aa2\u67e5\u5728\u6e2c\u8a66\u57f7\u884c\u671f\u9593\u6aa2\u6e2c\u5230\u7684\u932f\u8aa4\u548c\u7f3a\u9677\u662f\u5426\u5df2\u89e3\u6c7a\u3002 \u6b64\u5916\uff0c\u60a8\u9084\u61c9\u78ba\u8a8d\u5728\u6b64\u904e\u7a0b\u4e2d\u5be6\u65bd\u7684\u4efb\u4f55\u66f4\u6539\u5747\u672a\u7522\u751f\u65b0\u554f\u984c\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-6\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u56de\u6b78\u6e2c\u8a66\u5728\u9019\u500b\u968e\u6bb5\u81f3\u95dc\u91cd\u8981\uff0c\u56e0\u70ba ETL \u904e\u7a0b\u8907\u96dc\u4e14\u76f8\u4e92\u95dc\u806f\u3002 \u4e00\u500b\u4fee\u5fa9\u53ef\u80fd\u6703\u5c0e\u81f4\u6574\u500b ETL \u904e\u7a0b\u4e2d\u51fa\u73fe\u610f\u5916\u548c\u5b8c\u5168\u610f\u60f3\u4e0d\u5230\u7684\u5f8c\u679c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_%E6%9C%80%E7%B5%82%E5%A0%B1%E5%91%8A\"><\/span><strong>#7. \u6700\u7d42\u5831\u544a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6700\u7d42\u5831\u544a\u63d0\u4f9b\u4e86 ETL \u6e2c\u8a66\u904e\u7a0b\u7684\u8a73\u7d30\u6458\u8981\u3002 \u7a81\u51fa\u986f\u793a\u6210\u529f\u7684\u9818\u57df\u548c\u4efb\u4f55\u9700\u8981\u9032\u4e00\u6b65\u5de5\u4f5c\u7684\u9818\u57df\u3002 \u6700\u5f8c\uff0c\u5c0d ETL \u6578\u64da\u7684\u54c1\u8cea\u548c\u53ef\u9760\u6027\u505a\u51fa\u7e3d\u9ad4\u5224\u65b7\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-7\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u60a8\u7684\u6700\u7d42\u5831\u544a\u4e0d\u50c5\u50c5\u662f\u8a18\u9304\u4fdd\u5b58\u3002 \u7de8\u5beb\u826f\u597d\u4e14\u7d50\u69cb\u826f\u597d\u7684\u6e2c\u8a66\u5831\u544a\u5c07\u6210\u70ba\u751f\u7522\u6587\u6a94\u7684\u4e00\u90e8\u5206\uff0c\u4e26\u6709\u52a9\u65bc\u78ba\u4fdd ETL \u6d41\u7a0b\u4e0d\u65b7\u6539\u9032\u548c\u512a\u5316\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_%E9%97%9C%E9%96%89%E5%A0%B1%E8%A1%A8\"><\/span><strong>#8. \u95dc\u9589\u5831\u8868<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6700\u5f8c\uff0c\u4e00\u65e6\u5831\u544a\u63d0\u4ea4\u4e26\u5f97\u5230\u5404\u76f8\u95dc\u5229\u76ca\u6538\u95dc\u65b9\u7684\u7406\u89e3\uff0c\u5c31\u5fc5\u9808\u6b63\u5f0f\u63a5\u53d7\u3002 \u5831\u544a\u61c9\u5c31\u5fc5\u9808\u89e3\u6c7a\u7684\u4efb\u4f55\u5c08\u6848\u6216\u5fc5\u9808\u63a1\u53d6\u7684\u9032\u4e00\u6b65\u884c\u52d5\u50b3\u9054\u660e\u78ba\u7684\u8a08\u5283\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B0%88%E5%AE%B6%E6%8F%90%E7%A4%BA%EF%BC%9A-8\"><\/span><strong>\u5c08\u5bb6\u63d0\u793a\uff1a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u96d6\u7136\u95dc\u9589\u5831\u544a\u662f ETL \u904e\u7a0b\u5df2\u9054\u5230\u53ef\u63a5\u53d7\u6c34\u5e73\u7684\u5f37\u70c8\u8de1\u8c61\uff0c\u4f46\u60a8\u5fc5\u9808\u8a18\u4f4f\uff0c\u9019\u9805\u5de5\u4f5c\u5f9e\u672a\u771f\u6b63\u5b8c\u6210\u3002 \u5c0d\u6e90\u6578\u64da\u3001\u786c\u9ad4\u751a\u81f3\u4e0d\u65b7\u767c\u5c55\u7684\u696d\u52d9\u898f\u5247\u7684\u8b8a\u5316\u7684\u6301\u7e8c\u6539\u9032\u548c\u56de\u61c9\u610f\u5473\u8457\u4efb\u4f55\u63a5\u53d7\u90fd\u53ea\u662f\u6301\u7e8c\u904e\u7a0b\u4e2d\u7684\u4e00\u500b\u91cc\u7a0b\u7891\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E6%8F%90%E5%8F%96%E8%BD%89%E6%8F%9B%E8%B2%A0%E8%BC%89%E6%B8%AC%E8%A9%A6%E7%9A%84%E5%A5%BD%E8%99%95\"><\/span><strong>\u63d0\u53d6\u8f49\u63db\u8ca0\u8f09\u6e2c\u8a66\u7684\u597d\u8655<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"3b474c\" data-has-transparency=\"false\" style=\"--dominant-color: #3b474c;\" decoding=\"async\" class=\"aligncenter wp-image-74945 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1024x683.webp\" alt=\"\u908a\u754c\u503c\u5206\u6790\uff08BVA\uff09 - \u985e\u578b\u3001\u5de5\u85dd\u3001\u5de5\u5177\u7b49\uff01\" width=\"389\" height=\"259\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-jpeg.webp 1920w\" sizes=\"(max-width: 389px) 100vw, 389px\" \/><\/p>\n<p>\u5168\u9762\u7684 ETL \u6e2c\u8a66\u6d41\u7a0b\u5c0d\u65bc\u4f9d\u8cf4\u6578\u64da\u5206\u6790\u7684\u5718\u968a\u548c\u7522\u54c1\u81f3\u95dc\u91cd\u8981\u3002 \u8b93\u6211\u5011\u4f86\u770b\u770b\u7576\u60a8\u81f4\u529b\u65bc ETL \u6e2c\u8a66\u65b9\u6cd5\u6642\u53ef\u4ee5\u89e3\u9396\u7684\u597d\u8655\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%95%B8%E6%93%9A%E7%9A%84%E6%BA%96%E7%A2%BA%E6%80%A7%E5%92%8C%E5%AE%8C%E6%95%B4%E6%80%A7\"><\/span><strong>1. \u6578\u64da\u7684\u6e96\u78ba\u6027\u548c\u5b8c\u6574\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL \u9a57\u8b49\u7684\u6838\u5fc3\u6982\u5ff5\u662f\u78ba\u4fdd\u5c07\u4e7e\u6de8\u53ef\u9760\u7684\u6578\u64da\u5c0e\u5165\u6578\u64da\u5009\u5eab\u3002 \u6b63\u78ba\u7684 ETL \u6e2c\u8a66\u65b9\u6cd5\u610f\u5473\u8457\uff1a<\/p>\n<ul>\n<li>\u5728\u63d0\u53d6\u904e\u7a0b\u4e2d\u4e0d\u6703\u4e1f\u5931\u6578\u64da<\/li>\n<li>\u8f49\u63db\u4e0d\u5305\u542b\u932f\u8aa4<\/li>\n<li>\u6578\u64da\u6309\u9810\u671f\u5230\u9054\u76ee\u6a19\u7cfb\u7d71\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E7%AF%80%E7%9C%81%E6%99%82%E9%96%93%E5%92%8C%E9%87%91%E9%8C%A2\"><\/span><strong>2. \u7bc0\u7701\u6642\u9593\u548c\u91d1\u9322<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6578\u64da\u5009\u5eab ETL \u6e2c\u8a66\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u70ba\u5b83\u53ef\u4ee5\u53ca\u65e9\u767c\u73fe\u932f\u8aa4\u3002 \u5118\u65e9\u8b58\u5225\u548c\u6d88\u9664\u6578\u64da\u554f\u984c\u6bd4\u5728\u99ac\u5f9e\u99ac\u5ec4\u4e0a\u8df3\u4e0b\u4f86\u6642\u89e3\u6c7a\u554f\u984c\u8981\u7406\u60f3\u5f97\u591a\u3002 \u6839\u64da Gartner \u7684\u6578\u64da\uff0c\u54c1\u8cea\u5dee<a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/how-to-improve-your-data-quality\"> \u7684\u6578\u64da\u5e73\u5747\u6bcf\u5e74\u7d66\u5718\u968a\u9020\u6210 1300 \u842c\u7f8e\u5143\u7684\u640d\u5931<\/a>\u3002 \u5118\u65e9\u958b\u59cb ETL \u6e2c\u8a66\uff0c\u9019\u6a23\u53ef\u4ee5\u7bc0\u7701\u6642\u9593\u548c\u91d1\u9322\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E6%80%A7%E8%83%BD\"><\/span><strong>3. \u6027\u80fd<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7cdf\u7cd5\u7684 ETL \u6d41\u7a0b\u53ef\u80fd\u6703\u963b\u7919\u60a8\u7684\u6578\u64da\u7cfb\u7d71\uff0c\u4e26\u964d\u4f4e\u5206\u6790\u3001\u5831\u544a\u548c\u6c7a\u7b56\u7684\u54c1\u8cea\u3002 \u826f\u597d\u7684 ETL \u6e2c\u8a66\u6d41\u7a0b\u6709\u52a9\u65bc\u8b58\u5225\u6578\u64da\u74f6\u9838\u548c\u5176\u4ed6\u9700\u8981\u6539\u9032\u7684\u9818\u57df\uff0c\u5f9e\u800c\u8aac\u660e\u60a8\u4fdd\u6301\u6b63\u8ecc\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E5%90%88%E8%A6%8F\"><\/span><strong>4. \u5408\u898f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u91d1\u878d\u6a5f\u69cb\u548c\u91ab\u7642\u4fdd\u5065\u4f9b\u61c9\u5546\u6709\u56b4\u683c\u7684\u6578\u64da\u6cbb\u7406\u898f\u5247\u3002 \u672a\u80fd\u6b63\u78ba\u8655\u7406\u548c\u7ba1\u7406\u6578\u64da\u53ef\u80fd\u6703\u5c0e\u81f4\u540a\u92b7\u8a31\u53ef\u8b49\u6216\u5de8\u984d\u7f70\u6b3e\u3002 ETL \u6e2c\u8a66\u6709\u52a9\u65bc\u78ba\u4fdd\u60a8\u4fdd\u6301\u5728\u5408\u898f\u6027\u7bc4\u570d\u5167\u4e26\u4fdd\u8b77\u654f\u611f\u8cc7\u8a0a\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%E6%9B%B4%E5%A5%BD%E7%9A%84%E6%B1%BA%E7%AD%96\"><\/span><strong>5. \u66f4\u597d\u7684\u6c7a\u7b56<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u60a8\u7684\u6578\u64da\u8d8a\u6e96\u78ba\u3001\u8d8a\u53ef\u9760\uff0c\u60a8\u5c31\u8d8a\u6709\u4fe1\u5fc3\u505a\u51fa\u6578\u64da\u9a45\u52d5\u7684\u6c7a\u7b56\u3002 ETL \u6e2c\u8a66\u53ef\u78ba\u4fdd\u60a8\u53ef\u4ee5\u4f9d\u9760\u6578\u64da\u5009\u5eab\u4e2d\u7684\u5167\u5bb9\u4f86\u63d0\u4f9b\u63a1\u53d6\u6b63\u78ba\u6b65\u9a5f\u6240\u9700\u7684\u898b\u89e3\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E8%88%87_ETL_%E6%B8%AC%E8%A9%A6%E7%9B%B8%E9%97%9C%E7%9A%84%E6%8C%91%E6%88%B0\"><\/span><strong>\u8207 ETL \u6e2c\u8a66\u76f8\u95dc\u7684\u6311\u6230<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-49778\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/challenges-load-testing-1024x683-1.jpg\" alt=\"\u6311\u6230-\u8ca0\u8f09-\u6e2c\u8a66\" width=\"426\" height=\"284\"><\/p>\n<p>\u78ba\u4fdd\u6578\u64da\u7ba1\u9053\u7684\u904b\u884c\u72c0\u6cc1\u81f3\u95dc\u91cd\u8981\uff0c\u4f46\u4e5f\u6703\u5e36\u4f86\u4e00\u4e9b\u8907\u96dc\u6027\u3002 \u8b93\u6211\u5011\u4f86\u63a2\u8a0e\u4e00\u4e0b\u8207\u53ef\u9760\u7684 ETL \u6578\u64da\u54c1\u8cea\u6aa2\u67e5\u76f8\u95dc\u7684\u6311\u6230\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E8%B3%87%E6%96%99%E9%87%8F%E5%92%8C%E8%A4%87%E9%9B%9C%E6%80%A7\"><\/span><strong>1. \u8cc7\u6599\u91cf\u548c\u8907\u96dc\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e00\u500b\u597d\u7684 ETL \u6e2c\u8a66\u904e\u7a0b\u610f\u5473\u8457\u8655\u7406\u5927\u91cf\u4e0d\u540c\u985e\u578b\u7684\u6578\u64da\uff0c\u5f9e\u7d50\u69cb\u5316\u5230\u975e\u7d50\u69cb\u5316\u3002 \u9019\u7a2e\u6578\u64da\u8b8a\u5316\u6703\u5f88\u5feb\u8b8a\u5f97\u8907\u96dc\u4e14\u96e3\u4ee5\u7ba1\u7406\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%BA%90%E7%B3%BB%E7%B5%B1%E4%BE%9D%E8%B3%B4\"><\/span><strong>2. \u6e90\u7cfb\u7d71\u4f9d\u8cf4<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6b63\u5982\u6211\u5011\u4e0a\u9762\u6240\u6982\u8ff0\u7684\uff0cETL \u6e2c\u8a66\u662f\u70ba\u4e86\u78ba\u4fdd\u6e90\u5230\u76ee\u6a19\u7ba1\u9053\u7684\u9806\u66a2\u3002 \u7136\u800c\uff0c\u7522\u51fa\u7684\u54c1\u8cea\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u6c7a\u65bc\u6295\u5165\u7684\u54c1\u8cea\u3002 \u6e90\u8f38\u51fa\u67b6\u69cb\u3001\u683c\u5f0f\u6216\u54c1\u8cea\u7684\u66f4\u6539\u53ef\u80fd\u6703\u5c0e\u81f4 ETL \u6e2c\u8a66\u5931\u6557\uff0c\u800c\u9019\u4e9b\u5931\u6557\u4e26\u4e0d\u7e3d\u662f\u5bb9\u6613\u8a3a\u65b7\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E8%BD%89%E5%9E%8B%E8%A4%87%E9%9B%9C%E6%80%A7\"><\/span><strong>3. \u8f49\u578b\u8907\u96dc\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u69cb\u5efa\u6578\u64da\u8f49\u63db\u7684\u908f\u8f2f\u662f\u4e00\u9805\u5c08\u696d\u5de5\u4f5c\u3002 \u61c9\u7528\u696d\u52d9\u898f\u5247\u548c\u6e05\u7406\u6216\u91cd\u65b0\u683c\u5f0f\u5316\u6578\u64da\u975e\u5e38\u8907\u96dc\uff0c\u9a57\u8b49\u9019\u4e9b\u8f49\u63db\u7684\u54c1\u8cea\u4e26\u4e0d\u7e3d\u662f\u90a3\u9ebc\u5bb9\u6613\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E8%BD%89%E7%A7%BB%E8%A6%81%E6%B1%82\"><\/span><strong>4. \u8f49\u79fb\u8981\u6c42<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6240\u6709\u6e2c\u8a66\u4eba\u54e1\u90fd\u77e5\u9053\u5feb\u901f\u767c\u5c55\u7684\u696d\u52d9\u9700\u6c42\u7684\u75db\u82e6\u3002 ETL \u904e\u7a0b\u662f\u4e00\u500b\u52d5\u614b\u7a7a\u9593\uff0cETL \u6e2c\u8a66\u4e5f\u662f\u5982\u6b64\u3002 \u96a8\u8457\u696d\u52d9\u89d2\u8272\u7684\u66f4\u65b0\u548c\u66f4\u6539\uff0c\u6e2c\u8a66\u4eba\u54e1\u5fc5\u9808\u8abf\u6574\u6e2c\u8a66\u7528\u4f8b\u4e26\u78ba\u4fdd\u8cc7\u6599\u5eab\u6027\u80fd\u5f97\u5230\u512a\u5316\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%E6%B8%AC%E8%A9%A6%E7%92%B0%E5%A2%83%E9%99%90%E5%88%B6\"><\/span><strong>5. \u6e2c\u8a66\u74b0\u5883\u9650\u5236<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u904b\u884c\u7528\u65bc ETL \u6e2c\u8a66\u7684\u5168\u9762\u751f\u7522\u74b0\u5883\u65e2\u8907\u96dc\u53c8\u6602\u8cb4\u3002 \u4f46\u662f\uff0c\u8f03\u5c0f\u898f\u6a21\u7684\u6e2c\u8a66\u74b0\u5883\u4e26\u4e0d\u7e3d\u662f\u63d0\u4f9b\u771f\u6b63\u7684\u9a57\u8b49\uff0c\u56e0\u70ba\u5b83\u5011\u4e0d\u6703\u8907\u88fd\u8655\u7406\u5927\u91cf\u6578\u64da\u7684\u65b9\u5f0f\uff0c\u5f9e\u800c\u5c0e\u81f4\u6027\u80fd\u74f6\u9838\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"ETL_%E6%8F%90%E7%A4%BA%E5%92%8C%E6%9C%80%E4%BD%B3%E5%AF%A6%E8%B8%90\"><\/span><strong>ETL \u63d0\u793a\u548c\u6700\u4f73\u5be6\u8e10<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29236\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/Software-testing-checklist-1024x681.jpeg\" alt=\"\u8edf\u9ad4\u6e2c\u8a66\u6e05\u55ae\" width=\"412\" height=\"274\"><\/p>\n<p>ETL \u6e2c\u8a66\u9700\u8981\u6642\u9593\u4f86\u638c\u63e1\u3002 \u9019\u88e1\u6709\u4e00\u4e9b\u63d0\u793a\u53ef\u4ee5\u8aac\u660e\u60a8\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%8C%81%E7%BA%8C%E6%B8%AC%E8%A9%A6\"><\/span><strong>#1. \u6301\u7e8c\u6e2c\u8a66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL \u6e2c\u8a66\u4e0d\u662f\u4e00\u52de\u6c38\u9038\u7684\u4e8b\u60c5\u3002 \u9019\u662f\u4e00\u7a2e\u524d\u666f\uff0c\u4ee5\u78ba\u4fdd\u60a8\u5fc5\u9808\u6301\u7e8c\u57f7\u884c\u548c\u76e3\u63a7\u7684\u9ad8\u8cea\u91cf\u6578\u64da\u3002 ETL QA \u6e2c\u8a66\u54e1\u662f\u4f9d\u8cf4\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u516c\u53f8\u7684\u5168\u8077\u5de5\u4f5c\uff0c\u9019\u662f\u6709\u539f\u56e0\u7684\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%B2%92%E6%9C%89_ETL_%E6%B8%AC%E8%A9%A6%E5%84%80%E6%98%AF%E4%B8%80%E5%BA%A7%E5%AD%A4%E5%B3%B6\"><\/span><strong>#2. \u6c92\u6709 ETL \u6e2c\u8a66\u5100\u662f\u4e00\u5ea7\u5b64\u5cf6<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u96d6\u7136 ETL \u6e2c\u8a66\u63a1\u7528\u9ed1\u76d2\u65b9\u6cd5\uff0c\u4f46 ETL QA \u5de5\u7a0b\u5e2b\u61c9\u8a72\u8207\u5229\u76ca\u76f8\u95dc\u8005\u3001\u8cc7\u6599\u5eab\u7ba1\u7406\u54e1\u548c\u69cb\u5efa ETL \u908f\u8f2f\u7684\u958b\u767c\u4eba\u54e1\u5408\u4f5c\uff0c\u5982\u679c\u4ed6\u5011\u60f3\u8a2d\u8a08\u771f\u6b63\u9a57\u8b49 ETL \u904e\u7a0b\u7684\u6709\u610f\u7fa9\u7684\u6e2c\u8a66\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E5%8F%AF%E9%9D%A0%E7%9A%84%E6%96%87%E6%AA%94%E8%87%B3%E9%97%9C%E9%87%8D%E8%A6%81%E3%80%82\"><\/span><strong>#3. \u53ef\u9760\u7684\u6587\u6a94\u81f3\u95dc\u91cd\u8981\u3002<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5065\u5168\u800c\u8a73\u7d30\u7684\u6587\u6a94\uff0c\u5305\u62ec\u6e90\u5230\u76ee\u6a19\u7684\u6620\u5c04\u548c\u6578\u64da\u6cbf\u8972\u7684\u8a18\u9304\uff0c\u5c0d\u65bc\u67e5\u660e\u6578\u64da\u7ba1\u9053\u4e2d\u51fa\u73fe\u932f\u8aa4\u7684\u4f4d\u7f6e\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E7%9B%A1%E5%8F%AF%E8%83%BD%E8%87%AA%E5%8B%95%E5%8C%96\"><\/span><strong>#4. \u76e1\u53ef\u80fd\u81ea\u52d5\u5316<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u9019\u4e5f\u8a31\u662f\u6700\u91cd\u8981\u7684\u4e00\u9ede\u3002 \u5168\u9762\u7684 ETL \u6e2c\u8a66\u6703\u4f54\u7528\u5927\u91cf\u8cc7\u6e90\u3002 \u9019\u4e5f\u662f\u4e00\u500b\u6301\u7e8c\u7684\u904e\u7a0b\uff0c\u9019\u610f\u5473\u8457\u5b83\u9700\u8981\u5b9a\u671f\u9032\u884c\u5927\u91cf\u7684\u624b\u52d5\u5de5\u4f5c\u3002 \u56e0\u6b64\uff0cETL \u6e2c\u8a66\u662f\u6e2c\u8a66\u81ea\u52d5\u5316\u8edf\u9ad4\u548c <a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e6%a9%9f%e5%99%a8%e4%ba%ba%e6%b5%81%e7%a8%8b%e8%87%aa%e5%8b%95%e5%8c%96-%ef%bc%88rpa%ef%bc%89-%e5%ae%8c%e6%95%b4%e6%8c%87%e5%8d%97\">RPA \u5de5\u5177<\/a>\u7684\u5b8c\u7f8e\u5de5\u4f5c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E5%A5%BD%E7%9A%84_ETL_%E8%87%AA%E5%8B%95%E5%8C%96%E6%B8%AC%E8%A9%A6%E5%B7%A5%E5%85%B7\"><\/span><strong>\u6700\u597d\u7684 ETL \u81ea\u52d5\u5316\u6e2c\u8a66\u5de5\u5177<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-59213\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-1024x655.jpg\" alt=\"ZAPTEST RPA + \u6e2c\u8a66\u81ea\u52d5\u5316\u5957\u4ef6\" width=\"1024\" height=\"655\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-980x627.jpg 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-480x307.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>\u73fe\u5728\u61c9\u8a72\u5f88\u6e05\u695a\uff0cETL \u81ea\u52d5\u5316\u6e2c\u8a66\u5728\u5145\u5206\u5229\u7528\u60a8\u7684\u8cc7\u6e90\u65b9\u9762\u5c0d\u6e2c\u8a66\u5718\u968a\u5177\u6709\u986f\u8457\u512a\u52e2\u3002<\/p>\n<p>\u503c\u5f97\u6176\u5e78\u7684\u662f\uff0c\u5e02\u5834\u4e0a\u6709\u5e7e\u7a2e\u9ad8\u54c1\u8cea\u7684 ETL \u6e2c\u8a66\u5de5\u5177\u3002 \u6bcf\u7a2e\u5de5\u5177\u90fd\u6709\u81ea\u5df1\u7684\u512a\u9ede\u548c\u7f3a\u9ede\uff0c\u5176\u7279\u6027\u548c\u529f\u80fd\u5c07\u6eff\u8db3\u4e0d\u540c\u7684\u8981\u6c42\u3002<\/p>\n<p>\u6c7a\u5b9a\u6b63\u78ba\u7684\u5de5\u5177\u53d6\u6c7a\u65bc\u5e7e\u500b\u4e0d\u540c\u7684\u56e0\u7d20\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>ETL \u6d41\u7a0b\u548c\u696d\u52d9\u908f\u8f2f\u7684\u8907\u96dc\u6027<\/li>\n<li>\u60a8\u6b63\u5728\u50b3\u8f38\u7684\u6578\u64da\u91cf<\/li>\n<li>ETL \u6d41\u7a0b\u4e2d\u975e\u7d50\u69cb\u5316\u6578\u64da\u7684\u5b58\u5728\u6216\u96c6\u4e2d<\/li>\n<li>\u6e2c\u8a66\u4eba\u54e1\u7684\u6280\u8853\u80fd\u529b\u548c\u6280\u80fd\u7d44\u5408<\/li>\n<li>\u60a8\u7684\u9810\u7b97\u3002<\/li>\n<\/ul>\n<p>\u8b93\u6211\u5011\u4f86\u770b\u770b\u6392\u540d\u524d 5 \u4f4d\u7684 ETL \u6e2c\u8a66\u5de5\u5177\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%E6%9F%A5%E8%A9%A2%E6%BF%80%E5%A2%9E\"><\/span>#5. \u67e5\u8a62\u6fc0\u589e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>QuerySurge \u662f\u4e00\u500b\u57fa\u65bc\u8a02\u95b1\u7684 ETL \u6e2c\u8a66\u5de5\u5177\uff0c\u91cd\u9ede\u662f\u6301\u7e8c\u6e2c\u8a66\u3002 \u5b83\u652f\u63f4\u6e90\u8cc7\u6599\u5eab\u548c\u76ee\u6a19\u8cc7\u6599\u5eab\u7d44\u5408\uff0c\u63d0\u4f9b\u5f37\u5927\u7684\u81ea\u52d5\u5316\u529f\u80fd\uff0c\u5c08\u70ba\u6eff\u8db3\u5927\u578b\u3001\u8907\u96dc\u7684\u6578\u64da\u5009\u5eab\u9700\u6c42\u800c\u69cb\u5efa\u3002<\/p>\n<p>\u7528\u6236\u4ecb\u9762\u4f7f\u7528\u8d77\u4f86\u5f88\u6109\u5feb\uff0c\u5176\u5831\u544a\u529f\u80fd\u975e\u5e38\u51fa\u8272\u3002 \u7136\u800c\uff0c\u4e00\u4e9b\u4f7f\u7528\u8005\u5c0d QuerySurge \u6602\u8cb4\u4e14\u4e0d\u900f\u660e\u7684\u5b9a\u50f9\u611f\u5230\u907a\u61be\uff0c\u800c\u53e6\u4e00\u4e9b\u4f7f\u7528\u8005\u5247\u6279\u8a55\u5b83\u7f3a\u4e4f\u4f7f\u7528\u8005\u53cb\u597d\u6027\u548c\u5c0d\u65bc\u6c92\u6709\u7d93\u9a57\u7684\u7528\u6236\u4f86\u8aaa\u9661\u5ced\u7684\u5b78\u7fd2\u66f2\u7dda\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_iCEDQ%E7%9A%84\"><\/span>#4. iCEDQ\u7684<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>iCEDQ\u662f\u7528\u65bc\u6578\u64da\u6e2c\u8a66\u548c\u6578\u64da\u8cea\u91cf\u76e3\u63a7\u7684\u54c1\u8cea\u5de5\u5177\u3002 \u5b83\u63d0\u4f9b\u57fa\u65bc\u898f\u5247\u7684\u6e2c\u8a66\u548c\u6709\u8da3\u7684 ML \u8f14\u52a9\u932f\u8aa4\u6aa2\u6e2c\u3002 \u8ddf\u8e64\u3001\u5831\u544a\u548c\u53ef\u8996\u5316\u7279\u5225\u9069\u5408 iCEDQ\uff0c\u4f7f\u5176\u6210\u70ba\u5177\u6709\u95dc\u9375\u6578\u64da\u5408\u898f\u6027\u548c\u76e3\u7ba1\u9700\u6c42\u7684\u516c\u53f8\u7684\u7d55\u4f73\u5de5\u5177\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8aaa\uff0c\u5c07\u8a72\u5de5\u5177\u5be6\u65bd\u5230\u8907\u96dc\u7684 ETL \u74b0\u5883\u4e2d\u662f iCEDQ \u6700\u986f\u8457\u7684\u7f3a\u9ede\u4e4b\u4e00\u3002 \u6b64\u5916\uff0c\u4f7f\u7528\u8005\u4ecb\u9762\u975e\u5e38\u8907\u96dc\uff0c\u4e0d\u9069\u5408\u6280\u8853\u8f03\u5c11\u7684\u5718\u968a\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RightData%EF%BC%88%E5%8F%B3%E6%95%B8%E6%93%9A%EF%BC%89\"><\/span>#3. RightData\uff08\u53f3\u6578\u64da\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>RightData \u662f\u4e00\u500b\u4f7f\u7528\u8005\u53cb\u597d\u7684\u5de5\u5177\uff0c\u64c1\u6709\u5f37\u5927\u7684\u7121\u4ee3\u78bc\u529f\u80fd\uff0c\u53ef\u7528\u65bc ETL \u6e2c\u8a66\u548c\u6578\u64da\u9a57\u8b49\u3002 \u8a72\u5de5\u5177\u975e\u5e38\u9748\u6d3b\uff0c\u9069\u7528\u65bc\u4e0d\u540c\u7684\u8cc7\u6599\u5eab\u548c\u96f2\u6578\u64da\u5009\u5eab\u3002 \u6191\u85c9\u4e00\u7cfb\u5217\u9810\u69cb\u5efa\u7684\u6e2c\u8a66\u7bc4\u672c\u3001\u5353\u8d8a\u7684\u53ef\u8996\u5316\u529f\u80fd\u4ee5\u53ca\u8207\u5de5\u4f5c\u6d41\u5de5\u5177\u7684\u7121\u7e2b\u96c6\u6210\uff0cRightData \u8fd1\u5e74\u4f86\u5ee3\u53d7\u6b61\u8fce\u7684\u539f\u56e0\u986f\u800c\u6613\u898b\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u96d6\u7136 RightData \u5177\u6709\u8a31\u591a\u7406\u60f3\u7684\u7279\u6027\uff0c\u4f46\u5982\u679c\u60a8\u9700\u8981\u6e2c\u8a66\u5927\u91cf ETL \u6d41\u7a0b\uff0c\u5b83\u53ef\u80fd\u6703\u5f88\u6602\u8cb4\u3002 \u96d6\u7136\u5b83\u662f\u57fa\u65bc\u8a02\u95b1\u7684\uff0c\u4f46\u96a8\u8457\u9ad8\u6c34\u5e73\u7684\u6578\u64da\u4f7f\u7528\u548c\u9644\u52a0\u529f\u80fd\uff0c\u50f9\u683c\u53ef\u80fd\u6703\u8fc5\u901f\u4e0a\u6f32\u3002 \u8207ZAPTEST\u53ef\u9810\u6e2c\u7684\u7d71\u4e00\u5b9a\u50f9\u6a21\u5f0f\u548c\u7121\u9650\u8a31\u53ef\u8b49\u76f8\u6bd4\uff0cRightData\u7684\u65b9\u6cd5\u4f3c\u4e4e\u61f2\u7f70\u4e86\u6210\u9577\u578b\u6216\u898f\u6a21\u5316\u7684\u516c\u53f8\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_BiG_%E8%A9%95%E4%BC%B0\"><\/span>#2. BiG \u8a55\u4f30<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>BiG EVAL \u662f\u8907\u96dc ETL \u7cfb\u7d71\u548c\u50b3\u7d71\u5009\u5eab\u5be6\u65bd\u7684\u7d55\u4f73\u9078\u64c7\u3002 \u5b83\u4f7f\u7528\u57fa\u65bc\u898f\u5247\u7684\u6578\u64da\u9a57\u8b49\uff0c\u4e26\u5177\u6709\u5f37\u5927\u7684\u6578\u64da\u5206\u6790\u529f\u80fd\uff0c\u9019\u4f7f\u5176\u6210\u70ba ETL \u6e2c\u8a66\u7684\u4e0d\u932f\u9078\u64c7\u3002 BiG EVAL \u9084\u70ba\u4f7f\u7528\u8005\u63d0\u4f9b\u4e86\u7528\u65bc\u8a2d\u8a08\u548c\u8abf\u5ea6\u6e2c\u8a66\u7684\u51fa\u8272\u81ea\u52d5\u5316\u9078\u9805\uff0c\u7576\u8207\u51fa\u8272\u7684\u5831\u544a\u548c\u53ef\u8996\u5316\u529f\u80fd\u76f8\u7d50\u5408\u6642\uff0c\u5b83\u914d\u5099\u4e86\u6700\u5168\u9762\u7684 ETL \u6e2c\u8a66\u5de5\u5177\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8aaa\uff0c\u5be6\u65bdBiG EVAL\u662f\u4e00\u9805\u66f4\u5927\u7684\u5de5\u4f5c\u3002 \u8207ZAPTEST\u7b49\u7121\u4ee3\u78bc\u5de5\u5177\u76f8\u6bd4\uff0c\u8a72\u4ecb\u9762\u4f3c\u4e4e\u6709\u9ede\u8001\u6d3e\u3002 \u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cETL\u6e2c\u8a66\u53ea\u662fBiG EVAL\u7684\u7528\u4f8b\u4e4b\u4e00\uff0c\u56e0\u6b64\uff0c\u5982\u679c\u60a8\u70ba\u4e26\u975e\u56b4\u683c\u9700\u8981\u7684\u7279\u6027\u548c\u529f\u80fd\u4ed8\u8cbb\uff0c\u90a3\u9ebc\u5176\u57fa\u65bc\u8a31\u53ef\u8b49\u7684\u5b9a\u50f9\u53ef\u80fd\u6703\u8b93\u67d0\u4e9b\u5718\u968a\u671b\u800c\u537b\u6b65\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_ZAPTEST%EF%BC%9AETL%E6%B8%AC%E8%A9%A6%E7%9A%84%E7%AC%AC%E4%B8%80%E9%81%B8%E6%93%87\"><\/span><strong>#1. ZAPTEST\uff1aETL\u6e2c\u8a66\u7684\u7b2c\u4e00\u9078\u64c7<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img alt=\"Software Testing Tools - Top 30 Best Software Testing Products on the Market in 2024\" data-dominant-color=\"e4e4e4\" data-has-transparency=\"false\" style=\"--dominant-color: #e4e4e4;\" alt=\"Software Testing Tools - Top 30 Best Software Testing Products on the Market in 2024\" decoding=\"async\" class=\"aligncenter size-full wp-image-72806 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/ZAPTEST-Script-Less-Introduction.gif\" alt=\"\" width=\"600\" height=\"337\"><\/p>\n<p>\u96d6\u7136 <a href=\"https:\/\/www.zaptest.com\/zh-hant\">ZAPTEST<\/a> \u4e0d\u662f\u5c08\u7528\u7684 ETL \u6e2c\u8a66\u5de5\u5177\uff0c\u4f46\u5b83\u63d0\u4f9b\u4e86\u9748\u6d3b\u6027\u548c\u53ef\u64f4\u5145\u6027\uff0c\u53ef\u8aac\u660e\u5b8c\u6210\u69cb\u6210\u5168\u9762 ETL \u6e2c\u8a66\u65b9\u6cd5\u7684\u591a\u9805\u4efb\u52d9\u3002<\/p>\n<p>\u5f9e\u4e0a\u9762\u7684\u4e0d\u540c\u985e\u578b\u7684 ETL \u6e2c\u8a66\u90e8\u5206\u53ef\u4ee5\u770b\u51fa\uff0c\u6e2c\u8a66 ETL \u904e\u7a0b\u9700\u8981\u6578\u64da\u9a57\u8b49\u3001\u96c6\u6210\u3001\u6027\u80fd\u3001\u529f\u80fd\u548c\u56de\u6b78\u6e2c\u8a66\u3002 ZAPTEST\u53ef\u4ee5\u505a\u5230\u6240\u6709\u9019\u4e9b\uff0c\u751a\u81f3\u66f4\u591a\u3002 \u6211\u5011\u7684\u5de5\u5177 <a href=\"https:\/\/www.zaptest.com\/zh-hant\/%e7%ab%af%e5%88%b0%e7%ab%af%e6%b8%ac%e8%a9%a6-%e6%b7%b1%e5%85%a5%e7%9e%ad%e8%a7%a3-e2e-%e6%b8%ac%e8%a9%a6%e9%a1%9e%e5%9e%8b%e3%80%81%e6%b5%81%e7%a8%8b%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e5%b7%a5\">\u7aef\u5230\u7aef\u6e2c\u8a66<\/a> 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height=\"54\"><\/p>\n<p>\u63d0\u53d6\u8f49\u63db\u8ca0\u8f09\u6e2c\u8a66\u5c31\u50cf\u70ba\u6578\u64da\u5009\u5eab\u5efa\u7acb\u54c1\u8cea\u63a7\u5236\u90e8\u9580\u4e00\u6a23\u3002 \u5b83\u4e0d\u50c5\u95dc\u5fc3\u6578\u64da\u662f\u5426\u5df2\u5f9e\u6e90\u50b3\u8f38\u5230\u76ee\u6a19;\u9019\u4e5f\u662f\u70ba\u4e86\u78ba\u4fdd\u5b83\u5b8c\u597d\u7121\u640d\u4e26\u6309\u9810\u671f\u5230\u9054\u3002<\/p>\n<p>\u5728\u7dca\u8981\u95dc\u982d\uff0c\u5982\u679c\u4f60\u7684\u6578\u64da\u4e0d\u597d\uff0c\u4f60\u6700\u7d42\u6703\u505a\u51fa\u932f\u8aa4\u7684\u6c7a\u5b9a\u3002 \u9069\u7576\u7684 ETL \u6e2c\u8a66\u662f\u5c0d\u6574\u500b\u6578\u64da\u751f\u614b\u7cfb\u7d71\u5b8c\u6574\u6027\u7684\u6295\u8cc7\u3002 \u7136\u800c\uff0c\u5c0d\u65bc\u8a31\u591a\u4f01\u696d\u4f86\u8aaa\uff0cETL \u6e2c\u8a66\u6240\u6d89\u53ca\u7684\u6642\u9593\u548c\u8cbb\u7528\u662f\u4ed6\u5011\u96e3\u4ee5\u8ca0\u64d4\u7684\u3002<\/p>\n<p>ETL 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