{"id":76964,"date":"2024-03-05T18:03:20","date_gmt":"2024-03-05T18:03:20","guid":{"rendered":"https:\/\/www.zaptest.com\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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":"2024-03-05T21:10:38","modified_gmt":"2024-03-05T21:10:38","slug":"etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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 \u6d4b\u8bd5 &#8211; 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ETL \u6d4b\u8bd5\u53ef\u4ee5\u4f7f\u7528\u7684\u4e00\u4e9b\u4e0d\u540c\u65b9\u6cd5\u548c\u5de5\u5177\u4e4b\u524d\uff0c\u8ba9\u6211\u4eec\u5148\u6765\u63a2\u8ba8\u4e00\u4e0b\u4ec0\u4e48\u662f\u63d0\u53d6\u8f6c\u6362\u52a0\u8f7d\u6d4b\u8bd5\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=\"Toggle Table of Content\"><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\" 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href=\"https:\/\/www.zaptest.com\/zh-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E5%BD%95\" >1.\u6458\u5f55<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%AC%E6%8D%A2\" >2.\u8f6c\u6362<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%BD%E8%8D%B7\" >3.\u8f7d\u8377<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E7%B1%BB%E5%9E%8B%E7%9A%84_ETL_%E6%B5%8B%E8%AF%95\" >\u4e0d\u540c\u7c7b\u578b\u7684 ETL \u6d4b\u8bd5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" 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href=\"https:\/\/www.zaptest.com\/zh-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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_%E4%B8%AA%E4%B8%93%E5%AE%B6%E6%88%90%E5%8A%9F%E7%A7%98%E8%AF%80\" >8 \u4e2a\u4e13\u5bb6\u6210\u529f\u79d8\u8bc0<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82\" >#1. \u6536\u96c6\u4e1a\u52a1\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%A1%AE%E5%AE%9A%E5%92%8C%E9%AA%8C%E8%AF%81%E6%95%B0%E6%8D%AE%E6%BA%90\" >#2. \u786e\u5b9a\u548c\u9a8c\u8bc1\u6570\u636e\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-2\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%BC%96%E5%86%99%E6%B5%8B%E8%AF%95%E7%94%A8%E4%BE%8B\" >#3. \u7f16\u5199\u6d4b\u8bd5\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-3\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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_%E6%89%A7%E8%A1%8C%E6%B5%8B%E8%AF%95%E7%94%A8%E4%BE%8B\" >#4. \u6267\u884c\u6d4b\u8bd5\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-49\" href=\"https:\/\/www.zaptest.com\/zh-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-4\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E6%8A%A5%E5%91%8A\" >#5. \u751f\u6210\u62a5\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-5\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%B5%8B%E8%AF%95%E9%94%99%E8%AF%AF%E5%92%8C%E7%BC%BA%E9%99%B7\" >#6. \u91cd\u65b0\u6d4b\u8bd5\u9519\u8bef\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-6\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E5%90%8E%E6%8A%A5%E5%91%8A\" >#7. \u6700\u540e\u62a5\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-7\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%85%B3%E9%97%AD%E6%8A%A5%E5%91%8A\" >#8. \u5173\u95ed\u62a5\u544a<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-8\" >\u4e13\u5bb6\u5efa\u8bae<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%AC%E6%8D%A2%E8%B4%9F%E8%BD%BD%E6%B5%8B%E8%AF%95%E7%9A%84%E4%BC%98%E5%8A%BF\" >\u63d0\u53d6\u8f6c\u6362\u8d1f\u8f7d\u6d4b\u8bd5\u7684\u4f18\u52bf<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%B0%E6%8D%AE%E7%9A%84%E5%87%86%E7%A1%AE%E6%80%A7%E5%92%8C%E5%AE%8C%E6%95%B4%E6%80%A7\" >1.\u6570\u636e\u7684\u51c6\u786e\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%8A%82%E7%9C%81%E6%97%B6%E9%97%B4%E5%92%8C%E9%87%91%E9%92%B1\" >2.\u8282\u7701\u65f6\u95f4\u548c\u91d1\u94b1<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E4%B8%9A%E7%BB%A9\" >3.\u4e1a\u7ee9<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E9%81%B5%E5%AE%88%E8%A7%84%E5%AE%9A\" >4.\u9075\u5b88\u89c4\u5b9a<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E5%86%B3%E7%AD%96\" >5.\u66f4\u597d\u7684\u51b3\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%8E_ETL_%E6%B5%8B%E8%AF%95%E7%9B%B8%E5%85%B3%E7%9A%84%E6%8C%91%E6%88%98\" >\u4e0e ETL \u6d4b\u8bd5\u76f8\u5173\u7684\u6311\u6218<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%B0%E6%8D%AE%E9%87%8F%E5%92%8C%E5%A4%8D%E6%9D%82%E6%80%A7\" >1.\u6570\u636e\u91cf\u548c\u590d\u6742\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%BB%9F%E4%BE%9D%E8%B5%96%E6%80%A7\" >2.\u6e90\u7cfb\u7edf\u4f9d\u8d56\u6027<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%AC%E5%9E%8B%E7%9A%84%E5%A4%8D%E6%9D%82%E6%80%A7\" >3.\u8f6c\u578b\u7684\u590d\u6742\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%AC%E7%A7%BB%E9%9C%80%E6%B1%82\" >4.\u8f6c\u79fb\u9700\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%B5%8B%E8%AF%95%E7%8E%AF%E5%A2%83%E9%99%90%E5%88%B6\" >5.\u6d4b\u8bd5\u73af\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%AE%9E%E8%B7%B5\" >ETL \u63d0\u793a\u548c\u6700\u4f73\u5b9e\u8df5<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%BB%AD%E6%B5%8B%E8%AF%95\" >#1. \u6301\u7eed\u6d4b\u8bd5<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%A1%E6%9C%89_ETL_%E6%B5%8B%E8%AF%95%E4%BA%BA%E5%91%98%E6%98%AF%E4%B8%80%E5%BA%A7%E5%AD%A4%E5%B2%9B\" >#2. \u6ca1\u6709 ETL \u6d4b\u8bd5\u4eba\u5458\u662f\u4e00\u5ea7\u5b64\u5c9b<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%A1%A3%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%E3%80%82\" >#3. \u53ef\u9760\u7684\u6587\u6863\u81f3\u5173\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%B0%BD%E5%8F%AF%E8%83%BD%E8%87%AA%E5%8A%A8%E5%8C%96\" >#4. \u5c3d\u53ef\u80fd\u81ea\u52a8\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%E4%BD%B3_ETL_%E8%87%AA%E5%8A%A8%E5%8C%96%E6%B5%8B%E8%AF%95%E5%B7%A5%E5%85%B7\" >\u6700\u4f73 ETL \u81ea\u52a8\u5316\u6d4b\u8bd5\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%AF%A2%E6%BF%80%E5%A2%9E\" >#5. \u67e5\u8be2\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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\" >#4. iCEDQ<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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\" >#3. RightData<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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_%E5%8F%8C%E5%B9%B4%E5%BA%A6%E8%AF%84%E4%BC%B0\" >#2. \u53cc\u5e74\u5ea6\u8bc4\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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%B5%8B%E8%AF%95%E7%9A%84%E7%AC%AC%E4%B8%80%E9%80%89%E6%8B%A9\" >#1. ZAPTEST\uff1aETL \u6d4b\u8bd5\u7684\u7b2c\u4e00\u9009\u62e9<\/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-hans\/etl-%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e6%8e%a2%e8%ae%a8%e5%ae%83%e6%98%af%e4%bb%80%e4%b9%88%e3%80%81%e7%b1%bb%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%90%8E%E7%9A%84%E6%83%B3%E6%B3%95\" >\u6700\u540e\u7684\u60f3\u6cd5<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF%E6%8F%90%E5%8F%96-%E8%BD%AC%E6%8D%A2-%E5%8A%A0%E8%BD%BD%EF%BC%9F\"><\/span><strong>\u4ec0\u4e48\u662f\u63d0\u53d6-\u8f6c\u6362-\u52a0\u8f7d\uff1f  <\/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 \u6d4b\u8bd5 - \u6df1\u5165\u63a2\u8ba8\u5b83\u662f\u4ec0\u4e48\u3001\u7c7b\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-\u8f6c\u6362-\u52a0\u8f7d\uff08ETL\uff09\u662f\u6570\u636e\u4ed3\u5e93\u548c\u5206\u6790\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5\u3002 \u5b9e\u9645\u4e0a\uff0cETL \u63cf\u8ff0\u4e86\u4ece\u591a\u4e2a\u6765\u6e90\u6536\u96c6\u6570\u636e\u5e76\u5c06\u5176\u96c6\u4e2d\u5230\u6570\u636e\u4ed3\u5e93\u6216\u6570\u636e\u6e56\u7684\u8fc7\u7a0b\u3002<\/p>\n<p>\u8ba9\u6211\u4eec\u5c06 ETL \u6d41\u7a0b\u5206\u89e3\u4e3a\u5404\u4e2a\u7ec4\u6210\u90e8\u5206\uff0c\u4ee5\u4fbf\u4f60\u80fd\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%E5%BD%95%EF%BC%9A\"><\/span><strong>1.\u6458\u5f55\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6570\u636e\u63d0\u53d6\u81ea\u5404\u79cd\u6765\u6e90\u3002 \u8fd9\u4e9b\u6765\u6e90\u53ef\u4ee5\u662f\u73b0\u6709\u7684\u6570\u636e\u5e93\u3001ERP \u6216 CRM \u5e94\u7528\u7a0b\u5e8f\u3001\u7535\u5b50\u8868\u683c\u3001\u7f51\u7edc\u670d\u52a1\u6216\u4e0d\u540c\u7684\u6587\u4ef6\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"22_%E8%BD%AC%E5%8F%98%EF%BC%9A\"><\/span><strong>2.2. \u8f6c\u53d8\uff1a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u63d0\u53d6\u6570\u636e\u540e\uff0c\u5fc5\u987b\u5bf9\u5176\u8fdb\u884c\u8f6c\u6362\uff0c\u4f7f\u5176\u9002\u5408\u5b58\u50a8\u6216\u5206\u6790\u3002 \u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u7406\u548c\u89c4\u8303\u5316\u5904\u7406\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u9002\u5f53\u7684\u683c\u5f0f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3%E8%B4%9F%E8%BD%BD\"><\/span><strong>3.\u8d1f\u8f7d  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6d41\u7a0b\u7684\u6700\u540e\u4e00\u90e8\u5206\u662f\u5c06\u6570\u636e\u52a0\u8f7d\u5230\u76ee\u6807\u7cfb\u7edf\u4e2d\u3002 \u76ee\u6807\u7cfb\u7edf\u53ef\u4ee5\u662f\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u6e56\u6216\u5176\u4ed6\u5b58\u50a8\u5e93\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u867d\u7136<a href=\"https:\/\/www.ibm.com\/topics\/etl\">ETL \u65e9\u5728 20 \u4e16\u7eaa 70 \u5e74\u4ee3\u5c31\u5df2\u51fa\u73b0<\/a>\uff0c\u4f46\u6700\u8fd1\u7531\u4e8e\u4f01\u4e1a\u754c\u5bf9\u57fa\u4e8e\u4e91\u7684\u7cfb\u7edf\u3001\u5b9e\u65f6\u6570\u636e\u3001\u5206\u6790\u548c ML\/AI \u5de5\u5177\u7684\u5e7f\u6cdb\u4f9d\u8d56\uff0c\u5176\u91cd\u8981\u6027\u4e0e\u65e5\u4ff1\u589e\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF_ETL_%E6%B5%8B%E8%AF%95%EF%BC%9F\"><\/span><strong>\u4ec0\u4e48\u662f ETL \u6d4b\u8bd5\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=\"\u8f6f\u4ef6\u6d4b\u8bd5\u4e2d\u7684\u6d4b\u8bd5\u8ba1\u5212 - \u4ec0\u4e48\u662f\u6d4b\u8bd5\u8ba1\u5212\u3001\u7c7b\u578b\u3001\u6d41\u7a0b\u3001\u65b9\u6cd5\u3001\u5de5\u5177\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 \u6d4b\u8bd5\u662f\u4e00\u79cd\u6570\u636e\u5904\u7406\u6d4b\u8bd5\uff0c\u7528\u4e8e\u9a8c\u8bc1\u4ece\u4e00\u4e2a\u6570\u636e\u6e90\u6536\u96c6\u7684\u6570\u636e\u662f\u5426\u5df2\u51c6\u786e\u4f20\u8f93\u5230\u76ee\u7684\u5730\u3002 \u6b63\u5982\u4e0a\u6587\u6240\u8ff0\uff0c\u4e00\u65e6\u63d0\u53d6\u4e86\u6570\u636e\uff0c\u5c31\u5fc5\u987b\u6839\u636e\u4e1a\u52a1\u8981\u6c42\u5bf9\u5176\u8fdb\u884c\u8f6c\u6362\u3002 \u8fd9\u79cd\u8f6c\u6362\u5076\u5c14\u4f1a\u5bfc\u81f4\u6570\u636e\u51fa\u73b0\u95ee\u9898\u3002 ETL \u6d4b\u8bd5\u65b9\u6cd5\u6709\u52a9\u4e8e\u786e\u4fdd\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n<p>ETL \u6d4b\u8bd5\u662f\u4e00\u79cd<a href=\"https:\/\/www.zaptest.com\/zh-hans\/%e9%bb%91%e5%8c%a3%e5%ad%90%e6%b5%8b%e8%af%95-%e4%bb%80%e4%b9%88%e6%98%af%e9%bb%91%e5%8c%a3%e5%ad%90%ef%bc%8c%e7%b1%bb%e5%9e%8b%ef%bc%8c%e8%bf%87%e7%a8%8b%ef%bc%8c%e6%96%b9%e6%b3%95%ef%bc%8c%e5%b7%a5\">\u9ed1\u76d2<\/a>\u6d4b\u8bd5\uff0c\u56e0\u4e3a\u5b83\u901a\u8fc7\u6bd4\u8f83\u8f93\u5165\u548c\u8f93\u51fa\u6765\u9a8c\u8bc1\u4ea4\u6362\u3001\u8f6c\u6362\u548c\u52a0\u8f7d\u8fc7\u7a0b\u3002 \u5b9e\u9645\u4e0a\uff0c\u5b83\u5173\u6ce8\u7684\u662f\u7cfb\u7edf\u5bf9\u4e0d\u540c\u8f93\u5165\u7684\u53cd\u5e94\uff0c\u800c\u4e0d\u662f\u7cfb\u7edf\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e9b\u7ed3\u679c\u3002 \u4e0d\u8fc7\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u6d4b\u8bd5\u4eba\u5458\u4f1a\u67e5\u770b\u76d2\u5b50\u5185\u90e8\u7684\u60c5\u51b5\uff0c\u5c24\u5176\u662f\u5728\u51fa\u73b0\u610f\u5916\u60c5\u51b5\u65f6\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%AC%E6%8D%A2\"><\/span><strong>\u63d0\u53d6\u5982\u4f55\u8f6c\u6362  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E8%B4%9F%E8%BD%BD%E6%B5%8B%E8%AF%95%E6%98%AF%E5%90%A6%E6%9C%89%E6%95%88%EF%BC%9F\"><\/span><strong>\u8d1f\u8f7d\u6d4b\u8bd5\u662f\u5426\u6709\u6548\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=\"\u03b1\u6d4b\u8bd5\u4e0e\u03b2\u6d4b\u8bd5\" 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>\u8981\u89e3\u91ca ETL \u6d4b\u8bd5\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u5c31\u662f\u5c06\u5176\u5206\u6210\u51e0\u4e2a\u90e8\u5206\uff1a\u63d0\u53d6\u3001\u8f6c\u6362\u548c\u52a0\u8f7d\u3002 \u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u60a8\u53ef\u4ee5\u4e86\u89e3 ETL \u9a8c\u8bc1\u7684\u4e0d\u540c\u8981\u7d20\uff0c\u7136\u540e\u6211\u4eec\u518d\u5bf9\u5404\u4e2a\u9636\u6bb5\u8fdb\u884c\u66f4\u7ec6\u5316\u7684\u5206\u89e3\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1%E6%91%98%E5%BD%95\"><\/span><strong>1.\u6458\u5f55<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>ETL \u6d4b\u8bd5\u53ef\u9a8c\u8bc1\u4ece\u6e90\u6570\u636e\u4e2d\u63d0\u53d6\u7684\u6570\u636e\u51c6\u786e\u65e0\u8bef\u3002 \u8fd9\u4e00\u8fc7\u7a0b\u5305\u62ec\u68c0\u67e5\u57fa\u672c\u503c\u7684\u51c6\u786e\u6027\u5e76\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u3002<\/p>\n<p>\u8be5\u6d41\u7a0b\u7684\u53e6\u4e00\u90e8\u5206\u6d89\u53ca\u6570\u636e\u5256\u6790\u3002 \u8fd9\u4e00\u8fc7\u7a0b\u5b9e\u9645\u4e0a\u5305\u62ec\u4e86\u89e3\u6e90\u6570\u636e\u7684\u7ed3\u6784\u3001\u5185\u5bb9\u548c\u8d28\u91cf\u3002 \u8fd9\u6837\u505a\u7684\u76ee\u7684\u662f\u4e3a\u4e86\u53d1\u73b0\u4efb\u4f55\u5f02\u5e38\u3001\u4e0d\u4e00\u81f4\u6216\u6f5c\u5728\u7684\u6620\u5c04\u95ee\u9898\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2%E8%BD%AC%E6%8D%A2\"><\/span><strong>2.\u8f6c\u6362<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u6d41\u7a0b\u7684\u4e0b\u4e00\u90e8\u5206\u662f\u63a2\u7d22\u5982\u4f55\u4e25\u683c\u9075\u5b88\u6570\u636e\u8f6c\u6362\u89c4\u5219\u3002 \u5176\u4e2d\u4e00\u4e2a\u4e3b\u8981\u65b9\u6cd5\u662f\u6839\u636e\u6cd5\u89c4\u3001\u6cd5\u5f8b\u548c\u5176\u4ed6\u4e1a\u52a1\u89c4\u5219\u6d4b\u8bd5\u8f6c\u6362\u903b\u8f91\u3002<\/p>\n<p>\u5176\u4e2d\u4e00\u4e9b\u5178\u578b\u7684\u6d4b\u8bd5\u5305\u62ec\u68c0\u67e5\u6570\u636e\u662f\u5426\u8f6c\u6362\u4e3a\u9884\u671f\u683c\u5f0f\u3001\u8ba1\u7b97\u662f\u5426\u51c6\u786e\uff0c\u4ee5\u53ca\u9a8c\u8bc1\u67e5\u627e\u662f\u5426\u5c06\u6570\u636e\u96c6\u4e4b\u95f4\u7684\u5143\u7d20\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n<p>\u6570\u636e\u8d28\u91cf\u4e5f\u5728\u8003\u8651\u4e4b\u5217\u3002 \u6d4b\u8bd5\u4eba\u5458\u5fc5\u987b\u627e\u5230\u5e76\u5220\u9664\u683c\u5f0f\u4e0d\u4e00\u81f4\u548c\u91cd\u590d\u7684\u6570\u636e\uff0c\u5e76\u5728\u5e94\u7528\u6570\u636e\u6e05\u7406\u6d41\u7a0b\u65f6\u89e3\u51b3\u4efb\u4f55\u76f8\u4e92\u51b2\u7a81\u7684\u6570\u636e\u3002<\/p>\n<p>\u6700\u540e\uff0c\u8fd8\u5bf9\u6574\u4f53\u6027\u80fd\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u4ee5\u4e86\u89e3 ETL \u6d41\u7a0b\u5982\u4f55\u53d7\u5230\u5927\u91cf\u6570\u636e\u7684\u5f71\u54cd\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3%E8%BD%BD%E8%8D%B7\"><\/span><strong>3.\u8f7d\u8377<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u6700\u540e\uff0c\u5f53\u6570\u636e\u52a0\u8f7d\u5230\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u6e56\u6216\u5176\u4ed6\u6700\u7ec8\u76ee\u6807\u65f6\uff0c\u6d4b\u8bd5\u4eba\u5458\u5fc5\u987b\u9a8c\u8bc1\u6570\u636e\u662f\u5426\u5b8c\u6574\u3001\u51c6\u786e\uff0c\u5e76\u4ee5\u6b63\u786e\u7684\u683c\u5f0f\u5448\u73b0\u3002<\/p>\n<p>\u8fd0\u884c\u6bd4\u8f83\u4ee5\u68c0\u67e5\u6e90\u3001\u6682\u5b58\u533a\u57df\u548c\u76ee\u6807\u4e4b\u95f4\u7684\u8def\u5f84\u4e0a\u662f\u5426\u6709\u6570\u636e\u4e22\u5931\u6216\u635f\u574f\u3002<\/p>\n<p>\u6700\u540e\uff0c\u5bf9\u5ba1\u8ba1\u8ddf\u8e2a\u8fdb\u884c\u68c0\u67e5\uff0c\u4ee5\u8ddf\u8e2a ETL \u8fc7\u7a0b\u4e2d\u53d1\u751f\u7684\u4efb\u4f55\u53d8\u5316\uff0c\u5e76\u9a8c\u8bc1\u662f\u5426\u5b58\u5728\u5386\u53f2\u8bb0\u5f55\u548c\u5143\u6570\u636e\u3002<\/p>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u90e8\u5206\uff0c\u60a8\u5e94\u8be5\u5bf9\u5982\u4f55\u8fdb\u884c ETL \u6570\u636e\u8d28\u91cf\u68c0\u67e5\u6709\u4e86\u57fa\u672c\u7684\u4e86\u89e3\u3002 \u60a8\u4f1a\u6ce8\u610f\u5230\uff0c\u6570\u636e\u4f20\u8f93\u7684\u6bcf\u4e2a\u9636\u6bb5\u90fd\u4f1a\u8fdb\u884c\u6d4b\u8bd5\uff0c\u56e0\u4e3a\u8fd9\u662f\u53d1\u73b0\u548c\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u7684\u6700\u4f73\u65b9\u6cd5\u3002<\/p>\n<p>\u7136\u800c\uff0c\u8981\u6df1\u5165\u4e86\u89e3 ETL \u6d4b\u8bd5\u6982\u5ff5\uff0c\u5c31\u5fc5\u987b\u63a2\u7d22\u4e0d\u540c\u7c7b\u578b\u7684 ETL \u6d4b\u8bd5\u53ca\u5176\u5e94\u7528\u9636\u6bb5\u3002 \u4ee5\u4e0b\u4e24\u4e2a\u90e8\u5206\u5c06\u63d0\u4f9b\u8fd9\u65b9\u9762\u7684\u4fe1\u606f\uff0c\u5e2e\u52a9\u60a8\u5168\u9762\u4e86\u89e3\u6240\u9700\u7684\u4fe1\u606f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E4%B8%8D%E5%90%8C%E7%B1%BB%E5%9E%8B%E7%9A%84_ETL_%E6%B5%8B%E8%AF%95\"><\/span><strong>\u4e0d\u540c\u7c7b\u578b\u7684 ETL \u6d4b\u8bd5<\/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=\"\u68c0\u67e5\u6e05\u5355 UAT\u3001\u7f51\u7edc\u5e94\u7528\u7a0b\u5e8f\u6d4b\u8bd5\u5de5\u5177\u3001\u81ea\u52a8\u5316\u548c\u66f4\u591a\" width=\"608\" height=\"405\"><\/p>\n<p>ETL \u6d4b\u8bd5\u4e2d\u6709\u8bb8\u591a\u4e0d\u540c\u7c7b\u578b\u7684\u9a8c\u8bc1\u3002 \u5b83\u4eec\u88ab\u7528\u4e8e\u4e0d\u540c\u7684\u573a\u666f\u548c\u5e7f\u6cdb\u7684\u76ee\u7684\u3002 \u8ba9\u6211\u4eec\u6765\u63a2\u8ba8\u4e00\u4e0b ETL \u6d4b\u8bd5\u7684\u7c7b\u578b\u4ee5\u53ca\u5e94\u8be5\u5728\u4f55\u65f6\u4f55\u5730\u4f7f\u7528\u5b83\u4eec\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1%E6%BA%90%E6%95%B0%E6%8D%AE%E9%AA%8C%E8%AF%81%E6%B5%8B%E8%AF%95\"><\/span><strong>1.\u6e90\u6570\u636e\u9a8c\u8bc1\u6d4b\u8bd5<\/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\u6570\u636e\u9a8c\u8bc1\u6d4b\u8bd5\u53ef\u786e\u4fdd\u6e90\u6570\u636e\u5728\u63d0\u53d6\u8fdb\u884c\u8f6c\u6362\u4e4b\u524d\u662f\u9ad8\u8d28\u91cf\u548c\u4e00\u81f4\u7684\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u6570\u636e\u662f\u5426\u7b26\u5408\u4e1a\u52a1\u89c4\u5219\uff1f<\/li>\n<li>\u6570\u636e\u7c7b\u578b\u548c\u683c\u5f0f\u662f\u5426\u7b26\u5408\u9884\u671f\uff1f<\/li>\n<li>\u6570\u636e\u662f\u5426\u5728\u6709\u6548\u8303\u56f4\u5185\uff1f<\/li>\n<li>\u662f\u5426\u5728\u610f\u60f3\u4e0d\u5230\u7684\u5730\u65b9\u51fa\u73b0\u4e86\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%A0%87%E6%95%B0%E6%8D%AE%E6%A0%B8%E5%AF%B9%E6%B5%8B%E8%AF%95\"><\/span><strong>2.\u6e90\u5230\u76ee\u6807\u6570\u636e\u6838\u5bf9\u6d4b\u8bd5<\/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>\u8fd9\u7c7b\u6d4b\u8bd5\u9a8c\u8bc1\u7279\u5b9a\u6e90\u7684\u6240\u6709\u6570\u636e\u662f\u5426\u90fd\u5df2\u63d0\u53d6\u3001\u8f6c\u6362\u5e76\u52a0\u8f7d\u5230\u76ee\u6807\u7cfb\u7edf\u4e2d\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-2\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>ETL \u8fc7\u7a0b\u4e2d\u662f\u5426\u4e22\u5931\u4e86\u6570\u636e\uff1f<\/li>\n<li>ETL \u8fc7\u7a0b\u4e2d\u6570\u636e\u662f\u5426\u91cd\u590d\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3%E6%95%B0%E6%8D%AE%E8%BD%AC%E6%8D%A2%E6%B5%8B%E8%AF%95\"><\/span><strong>3.\u6570\u636e\u8f6c\u6362\u6d4b\u8bd5<\/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>\u6570\u636e\u8f6c\u6362\u53ef\u80fd\u6d89\u53ca\u8bb8\u591a\u4e0d\u540c\u7684\u5185\u5bb9\uff0c\u5982\u683c\u5f0f\u66f4\u6539\u3001\u8ba1\u7b97\u3001\u805a\u5408\u7b49\u3002 \u6570\u636e\u8f6c\u6362\u6d4b\u8bd5\u68c0\u67e5\u8f6c\u6362\u662f\u5426\u6309\u9884\u671f\u8fdb\u884c\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-3\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u8f6c\u6362\u540e\u7684\u6570\u636e\u662f\u5426\u7b26\u5408\u9884\u671f\uff1f<\/li>\n<li>\u5728\u8f6c\u6362\u8fc7\u7a0b\u4e2d\u662f\u5426\u6b63\u786e\u6267\u884c\u4e86\u4e1a\u52a1\u903b\u8f91\uff1f<\/li>\n<li>\u8f6c\u6362\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7684\u8ba1\u7b97\u662f\u5426\u4ea7\u751f\u4e86\u6b63\u786e\u7684\u8f93\u51fa\uff1f<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4%E6%95%B0%E6%8D%AE%E9%AA%8C%E8%AF%81%E6%B5%8B%E8%AF%95\"><\/span><strong>4.\u6570\u636e\u9a8c\u8bc1\u6d4b\u8bd5<\/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>\u6d4b\u8bd5\u8f6c\u6362\u540e\u7684\u6700\u7ec8\u6570\u636e\u662f\u5426\u7b26\u5408\u4e1a\u52a1\u8981\u6c42\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-4\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u662f\u5426\u7b26\u5408\u6570\u636e\u8d28\u91cf\u6807\u51c6\uff08\u5373\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\uff09\uff1f<\/li>\n<li>\u4e1a\u52a1\u89c4\u5219\u662f\u5426\u5f97\u5230\u9075\u5b88\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5ETL_%E5%8F%82%E8%80%83%E5%AE%8C%E6%95%B4%E6%80%A7%E6%B5%8B%E8%AF%95\"><\/span><strong>5.ETL \u53c2\u8003\u5b8c\u6574\u6027\u6d4b\u8bd5<\/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>\u9a8c\u8bc1\u6e90\u6570\u636e\u4e2d\u8868\u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u5426\u5728\u76ee\u6807\u6570\u636e\u4e2d\u5982\u5b9e\u518d\u73b0\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-5\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u6570\u636e\u4e2d\u7684\u5916\u952e\u662f\u5426\u4e0e\u76f8\u5e94\u7684\u4e3b\u952e\u5339\u914d\uff1f<\/li>\n<li>ETL \u540e\u662f\u5426\u4fdd\u7559\u5b50\u8868\u548c\u7236\u8868\u7684\u5173\u7cfb\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6%E9%9B%86%E6%88%90%E6%B5%8B%E8%AF%95\"><\/span><strong>6.\u96c6\u6210\u6d4b\u8bd5<\/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-hans\/%e4%bb%80%e4%b9%88%e6%98%af%e9%9b%86%e6%88%90%e6%b5%8b%e8%af%95%ef%bc%9f-%e6%b7%b1%e5%85%a5%e4%ba%86%e8%a7%a3%e7%b1%bb%e5%9e%8b%e3%80%81%e8%bf%87%e7%a8%8b%e5%92%8c%e5%ae%9e%e6%96%bd\">\u96c6\u6210\u6d4b\u8bd5<\/a>\u53ef\u9a8c\u8bc1 ETL \u6d41\u7a0b\u662f\u5426\u5728\u66f4\u5927\u7684\u6570\u636e\u751f\u6001\u7cfb\u7edf\u4e2d\u96c6\u6210\u5e76\u53d1\u6325\u4f5c\u7528\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-6\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u7aef\u5230\u7aef\u6570\u636e\u6d41\u662f\u5426\u987a\u7545\uff1f<\/li>\n<li>ETL \u6d41\u7a0b\u4e0e\u5176\u4ed6\u7cfb\u7edf\uff08\u5982\u6570\u636e\u6e90\u3001\u76ee\u6807\u6216\u4f9d\u8d56\u6570\u636e\u7684\u5176\u4ed6\u4e0b\u6e38\u5e94\u7528\u7a0b\u5e8f\uff09\u7684\u4ea4\u4e92\u60c5\u51b5\u5982\u4f55\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7%E6%80%A7%E8%83%BD%E6%B5%8B%E8%AF%95\"><\/span><strong>7.\u6027\u80fd\u6d4b\u8bd5<\/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-hans\/%e4%bb%80%e4%b9%88%e6%98%af%e6%80%a7%e8%83%bd%e6%b5%8b%e8%af%95%ef%bc%9f-%e6%b7%b1%e5%85%a5%e4%ba%86%e8%a7%a3%e7%b1%bb%e5%9e%8b%e3%80%81%e5%ae%9e%e8%b7%b5%e3%80%81%e5%b7%a5%e5%85%b7%e3%80%81%e6%8c%91\">\u6027\u80fd\u6d4b\u8bd5<\/a>\u8bc4\u4f30 ETL \u6d41\u7a0b\u5728\u91cd\u8d1f\u8f7d\u7b49\u538b\u529b\u4e0b\u7684\u6548\u7387\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-7\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>ETL \u5904\u7406\u65f6\u95f4\u662f\u5426\u7b26\u5408\u4e1a\u52a1\u8981\u6c42\u6216\u57fa\u51c6\uff1f<\/li>\n<li>ETL \u6d41\u7a0b\u80fd\u5426\u968f\u7740\u6570\u636e\u91cf\u7684\u589e\u52a0\u800c\u6269\u5c55\uff1f<\/li>\n<li>ETL \u6d41\u7a0b\u662f\u5426\u5b58\u5728\u5fc5\u987b\u89e3\u51b3\u7684\u8d44\u6e90\u9650\u5236\u6216\u74f6\u9888\u95ee\u9898\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8%E5%8A%9F%E8%83%BD%E6%B5%8B%E8%AF%95\"><\/span><strong>8.\u529f\u80fd\u6d4b\u8bd5<\/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-hans\/%e4%bb%80%e4%b9%88%e6%98%af%e5%8a%9f%e8%83%bd%e6%b5%8b%e8%af%95%ef%bc%9f-%e7%b1%bb%e5%9e%8b%e3%80%81%e7%a4%ba%e4%be%8b%e3%80%81%e6%b8%85%e5%8d%95%e5%92%8c%e5%ae%9e%e6%96%bd\">\u529f\u80fd\u6d4b\u8bd5<\/a>\u4ece\u7528\u6237\u89d2\u5ea6\u9a8c\u8bc1 ETL \u6d41\u7a0b\u662f\u5426\u6ee1\u8db3\u9879\u76ee\u8981\u6c42\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-8\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u4ea7\u51fa\u662f\u5426\u7b26\u5408\u65e2\u5b9a\u7684\u4e1a\u52a1\u8981\u6c42\uff1f<\/li>\n<li>\u62a5\u544a\u751f\u6210\u7684\u7ed3\u679c\u51c6\u786e\u5417\uff1f<\/li>\n<li>\u4eea\u8868\u76d8\u662f\u5426\u663e\u793a\u9884\u671f\u6570\u636e\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9%E5%9B%9E%E5%BD%92%E6%B5%8B%E8%AF%95\"><\/span><strong>9.\u56de\u5f52\u6d4b\u8bd5<\/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 \u6d41\u7a0b\u975e\u5e38\u590d\u6742\uff0c\u6d89\u53ca\u5927\u91cf\u76f8\u4e92\u5173\u8054\u7684\u6570\u636e\u3002 \u5373\u4f7f\u6d41\u7a0b\u4e2d\u7684\u5fae\u5c0f\u53d8\u5316\u4e5f\u4f1a\u5f71\u54cd\u6e90\u5934\u7684\u8f93\u51fa\u3002<a href=\"https:\/\/www.zaptest.com\/zh-hans\/%e4%bb%80%e4%b9%88%e6%98%af%e5%9b%9e%e5%bd%92%e6%b5%8b%e8%af%95%ef%bc%9f-%e5%ae%9e%e6%96%bd%e3%80%81%e5%b7%a5%e5%85%b7%e5%92%8c%e5%ae%8c%e6%95%b4%e6%8c%87%e5%8d%97\">\u56de\u5f52\u6d4b\u8bd5<\/a>\u5bf9\u4e8e\u8bc6\u522b\u8fd9\u4e9b\u610f\u5916\u7ed3\u679c\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%83%E8%83%BD%E6%A3%80%E6%9F%A5%E4%BB%80%E4%B9%88-9\"><\/span><strong>\u5b83\u80fd\u68c0\u67e5\u4ec0\u4e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u4ee3\u7801\u6216\u57fa\u7840\u6570\u636e\u7684\u66f4\u6539\u662f\u5426\u4f1a\u7a81\u7136\u9020\u6210\u4e0d\u826f\u5f71\u54cd\uff1f<\/li>\n<li>\u66f4\u6539\u662f\u5426\u5bf9\u6539\u8fdb ETL \u6d41\u7a0b\u4ea7\u751f\u4e86\u9884\u671f\u6548\u679c\uff1f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06<a href=\"https:\/\/www.zaptest.com\/zh-hans\/%e4%bb%80%e4%b9%88%e6%98%af%e5%8d%95%e5%85%83%e6%b5%8b%e8%af%95%ef%bc%9f-%e6%b7%b1%e5%85%a5%e4%ba%86%e8%a7%a3%e6%b5%81%e7%a8%8b%e3%80%81%e4%bc%98%e5%8a%bf%e3%80%81%e6%8c%91%e6%88%98%e3%80%81%e5%b7%a5\">\u5355\u5143\u6d4b\u8bd5<\/a>\u5217\u5165\u6b64\u5217\u8868\u3002 \u4e0d\u8fc7\uff0c\u6211\u4eec\u5c06\u5355\u5143\u6d4b\u8bd5\u6240\u6db5\u76d6\u7684\u7ec4\u6210\u90e8\u5206\u90fd\u5305\u62ec\u5728\u5185\uff0c\u4f8b\u5982\u6e90\u9a8c\u8bc1\u6d4b\u8bd5\u3001\u6e90\u5230\u76ee\u6807\u6570\u636e\u534f\u8c03\u6d4b\u8bd5\u7b49\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"ETL_%E6%B5%8B%E8%AF%95%E7%9A%84_8_%E4%B8%AA%E9%98%B6%E6%AE%B5\"><\/span><strong>ETL \u6d4b\u8bd5\u7684 8 \u4e2a\u9636\u6bb5  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"8_%E4%B8%AA%E4%B8%93%E5%AE%B6%E6%88%90%E5%8A%9F%E7%A7%98%E8%AF%80\"><\/span><strong>8 \u4e2a\u4e13\u5bb6\u6210\u529f\u79d8\u8bc0<\/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 \u6d4b\u8bd5\u7684 8 \u4e2a\u9636\u6bb5\u548c 8 \u4e2a\u4e13\u5bb6\u6210\u529f\u79d8\u8bc0\" width=\"351\" height=\"234\"><\/p>\n<p>\u597d\u4e86\uff0c\u73b0\u5728\u4f60\u5df2\u7ecf\u4e86\u89e3\u4e86 ETL \u6d4b\u8bd5\u4e2d\u4e0d\u540c\u7c7b\u578b\u7684\u9a8c\u8bc1\uff0c\u662f\u65f6\u5019\u628a\u5b83\u4eec\u653e\u5728\u4e00\u8d77\u4e86\u3002 ETL \u6d4b\u8bd5\u901a\u5e38\u91c7\u7528\u591a\u9636\u6bb5\u65b9\u6cd5\u8fdb\u884c\uff0c\u4e0b\u9762\u6211\u4eec\u5c06\u4ecb\u7ecd\u8fd9\u79cd\u65b9\u6cd5\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%94%B6%E9%9B%86%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82\"><\/span><strong>#1. \u6536\u96c6\u4e1a\u52a1\u9700\u6c42<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4efb\u4f55\u6d4b\u8bd5\u6d41\u7a0b\u7684\u7b2c\u4e00\u9636\u6bb5\u90fd\u5305\u62ec\u6536\u96c6\u9700\u6c42\u3002 \u6d4b\u8bd5\u4eba\u5458\u5fc5\u987b\u5bf9 ETL \u6d41\u7a0b\u7684\u76ee\u6807\u8fbe\u6210\u5171\u8bc6\u3002 \u5728\u65e9\u671f\u9636\u6bb5\u5e94\u8be5\u56de\u7b54\u7684\u4e00\u4e9b\u95ee\u9898\u5305\u62ec<\/p>\n<ul>\n<li>\u5982\u4f55\u4f7f\u7528\u6570\u636e\uff1f<\/li>\n<li>\u9700\u8981\u54ea\u4e9b\u8f93\u51fa\u683c\u5f0f\uff1f<\/li>\n<li>\u7ee9\u6548\u9884\u671f\u662f\u4ec0\u4e48\uff1f<\/li>\n<li>\u6570\u636e\u7684\u4f7f\u7528\u53d7\u54ea\u4e9b\u6cd5\u89c4\u3001\u6cd5\u5f8b\u6216\u516c\u53f8\u653f\u7b56\u7684\u7ea6\u675f\uff1f<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u867d\u7136\u9075\u5b88\u8981\u6c42\u662f\u5fc5\u987b\u7684\uff0c\u4f46 ETL \u6d4b\u8bd5\u4eba\u5458\u5e94\u5229\u7528\u81ea\u5df1\u7684\u77e5\u8bc6\u548c\u4e13\u957f\uff0c\u5728\u6d41\u7a0b\u7684\u65e9\u671f\u4e3b\u52a8\u67e5\u627e\u6f5c\u5728\u7684\u95ee\u9898\u3001\u4e0d\u4e00\u81f4\u6216\u9519\u8bef\u3002 \u53ca\u65e9\u53d1\u73b0\u548c\u6d88\u9664\u95ee\u9898\u8981\u5bb9\u6613\u5f97\u591a\uff0c\u8017\u65f6\u4e5f\u5c11\u5f97\u591a\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E7%A1%AE%E5%AE%9A%E5%92%8C%E9%AA%8C%E8%AF%81%E6%95%B0%E6%8D%AE%E6%BA%90\"><\/span><strong>#2. \u786e\u5b9a\u548c\u9a8c\u8bc1\u6570\u636e\u6e90<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL \u662f\u6307\u4ece\u4e0d\u540c\u7684\u6570\u636e\u6e90\uff08\u5982 ERP \u6216 CRM \u5de5\u5177\u3001\u5e94\u7528\u7a0b\u5e8f\u3001\u5176\u4ed6\u6570\u636e\u5e93\u3001\u7535\u5b50\u8868\u683c\u7b49\uff09\u4e2d\u63d0\u53d6\u6570\u636e\u3002 \u6d4b\u8bd5\u4eba\u5458\u5fc5\u987b\u786e\u8ba4\u6240\u9700\u7684\u6570\u636e\u53ef\u4ee5\u8bbf\u95ee\u3001\u7ed3\u6784\u6b63\u786e\u3001\u8d28\u91cf\u8db3\u591f\u9ad8\uff0c\u53ef\u4ee5\u6309\u9884\u671f\u4f7f\u7528\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-2\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u73b0\u5b9e\u4e16\u754c\u7cfb\u7edf\u4e2d\u7684\u6e90\u6570\u636e\u901a\u5e38\u6bd4\u8f83\u6df7\u4e71\u3002 \u5728\u8fd9\u4e00\u9636\u6bb5\uff0c\u7f16\u5236\u8be6\u5c3d\u7684\u6570\u636e\u5256\u6790\u62a5\u544a\u662f\u5173\u952e\u6240\u5728\uff0c\u53ef\u786e\u4fdd\u60a8\u8bc6\u522b\u51fa\u7f3a\u5931\u503c\u3001\u683c\u5f0f\u95ee\u9898\u3001\u5f02\u5e38\u548c\u5176\u4ed6\u4e0d\u4e00\u81f4\u4e4b\u5904\uff0c\u5e76\u5c06\u5176\u6392\u9664\u5728\u8f6c\u6362\u903b\u8f91\u4e4b\u5916\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E7%BC%96%E5%86%99%E6%B5%8B%E8%AF%95%E7%94%A8%E4%BE%8B\"><\/span><strong>#3. \u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6709\u4e86\u4e1a\u52a1\u9700\u6c42\u548c\u6570\u636e\u5256\u6790\u62a5\u544a\uff0c\u5c31\u53ef\u4ee5\u5efa\u7acb\u9a8c\u8bc1 ETL \u6d41\u7a0b\u6240\u9700\u7684\u6d4b\u8bd5\u7528\u4f8b\u4e86\u3002 \u6d4b\u8bd5\u7528\u4f8b\u5e94\u5305\u62ec\u529f\u80fd\u6d4b\u8bd5\u3001\u8fb9\u7f18\u6848\u4f8b\u548c\u4efb\u4f55\u4f60\u5df2\u786e\u5b9a\u4e3a\u6545\u969c\u98ce\u9669\u8f83\u9ad8\u7684\u9886\u57df\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-3\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6d4b\u8bd5\u5355\u4e2a\u8f6c\u6362\u56fa\u7136\u4e0d\u9519\uff0c\u4f46\u5efa\u7acb\u6d4b\u8bd5\u7528\u4f8b\uff0c\u4e86\u89e3\u6570\u636e\u5728\u6574\u4e2a ETL \u7ba1\u9053\u4e2d\u4f20\u8f93\u65f6\u53d7\u5230\u7684\u5f71\u54cd\u4f1a\u66f4\u597d\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E6%89%A7%E8%A1%8C%E6%B5%8B%E8%AF%95%E7%94%A8%E4%BE%8B\"><\/span><strong>#4. \u6267\u884c\u6d4b\u8bd5\u7528\u4f8b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u73b0\u5728\u662f\u5e94\u7528\u6d4b\u8bd5\u7528\u4f8b\u7684\u65f6\u5019\u4e86\u3002 \u6d4b\u8bd5\u4eba\u5458\u5e94\u5c3d\u529b\u6a21\u62df\u771f\u5b9e\u60c5\u51b5\uff0c\u6216\u5c3d\u53ef\u80fd\u4f7f\u7528\u771f\u5b9e\u60c5\u51b5\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-4\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5728\u8fd9\u65b9\u9762\uff0cETL \u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u81f3\u5173\u91cd\u8981\u3002 \u80fd\u591f\u8fdb\u884c\u4e00\u81f4\u4e14\u53ef\u91cd\u590d\u7684\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u8282\u7701\u5927\u91cf\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u3002 \u66f4\u91cd\u8981\u7684\u662f\uff0c\u968f\u7740\u6570\u636e\u6e90\u7684\u66f4\u65b0\u6216 ETL \u6d41\u7a0b\u672c\u8eab\u7684\u53d8\u5316\uff0cETL \u6d4b\u8bd5\u662f\u4e00\u9879\u6301\u7eed\u6027\u8981\u6c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%E7%94%9F%E6%88%90%E6%8A%A5%E5%91%8A\"><\/span><strong>#5. \u751f\u6210\u62a5\u544a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6267\u884c\u6d4b\u8bd5\u540e\uff0c\u5fc5\u987b\u5fe0\u5b9e\u8bb0\u5f55\u6d4b\u8bd5\u7ed3\u679c\u3002 \u8bb0\u4e0b\u4f60\u7684\u7ed3\u679c\uff0c\u5305\u62ec<\/p>\n<ul>\n<li>\u6210\u529f\u6848\u4f8b<\/li>\n<li>\u5931\u8d25<\/li>\n<li>\u504f\u79bb\u9884\u671f<\/li>\n<li>\u5fc5\u987b\u8fdb\u884c\u54ea\u4e9b\u4fee\u6b63\u6216\u66f4\u6539<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u62a5\u544a\u7684\u4f5c\u7528\u8fdc\u4e0d\u6b62\u786e\u8ba4\u7cfb\u7edf\u7684\u5065\u5eb7\u72b6\u51b5\u3002 \u4ed6\u4eec\u8fd8\u5c06\u4e3a\u60a8\u9700\u8981\u8fdb\u884c\u7684\u4efb\u4f55\u4fee\u590d\u63d0\u4f9b\u65f6\u95f4\u8868\uff0c\u540c\u65f6\u63d0\u4f9b\u4f18\u5316 ETL \u6d41\u7a0b\u6240\u9700\u7684\u91cd\u8981\u4fe1\u606f\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-5\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u62a5\u544a\u9762\u5411\u6240\u6709\u4eba\uff0c\u5305\u62ec\u975e\u6280\u672f\u5229\u76ca\u76f8\u5173\u8005\u3002 \u52aa\u529b\u51cf\u5c11\u4e13\u4e1a\u672f\u8bed\u548c\u8fc7\u4e8e\u6280\u672f\u6027\u7684\u6982\u5ff5\uff0c\u5e76\u4f7f\u7528\u56fe\u8868\u7b49\u76f4\u89c2\u603b\u7ed3\u6765\u89e3\u91ca\u8fc7\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%E9%87%8D%E6%96%B0%E6%B5%8B%E8%AF%95%E9%94%99%E8%AF%AF%E5%92%8C%E7%BC%BA%E9%99%B7\"><\/span><strong>#6. \u91cd\u65b0\u6d4b\u8bd5\u9519\u8bef\u548c\u7f3a\u9677<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u63a5\u4e0b\u6765\uff0c\u60a8\u9700\u8981\u68c0\u67e5\u5728\u6d4b\u8bd5\u6267\u884c\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u7684\u9519\u8bef\u548c\u7f3a\u9677\u662f\u5426\u5df2\u5f97\u5230\u89e3\u51b3\u3002 \u6b64\u5916\uff0c\u60a8\u8fd8\u5e94\u786e\u8ba4\u5728\u6b64\u8fc7\u7a0b\u4e2d\u5b9e\u65bd\u7684\u4efb\u4f55\u66f4\u6539\u90fd\u4e0d\u4f1a\u4ea7\u751f\u65b0\u95ee\u9898\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-6\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u56de\u5f52\u6d4b\u8bd5\u5728\u8fd9\u4e00\u9636\u6bb5\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a ETL \u6d41\u7a0b\u590d\u6742\u4e14\u76f8\u4e92\u5173\u8054\u3002 \u4e00\u6b21\u4fee\u590d\u53ef\u80fd\u4f1a\u7ed9\u6574\u4e2a ETL \u6d41\u7a0b\u5e26\u6765\u610f\u60f3\u4e0d\u5230\u7684\u540e\u679c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_%E6%9C%80%E5%90%8E%E6%8A%A5%E5%91%8A\"><\/span><strong>#7. \u6700\u540e\u62a5\u544a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6700\u7ec8\u62a5\u544a\u63d0\u4f9b ETL \u6d4b\u8bd5\u8fc7\u7a0b\u7684\u8be6\u7ec6\u603b\u7ed3\u3002 \u5f3a\u8c03\u6210\u529f\u7684\u9886\u57df\u548c\u9700\u8981\u8fdb\u4e00\u6b65\u52aa\u529b\u7684\u9886\u57df\u3002 \u6700\u540e\uff0c\u5bf9 ETL \u6570\u636e\u7684\u8d28\u91cf\u548c\u53ef\u9760\u6027\u505a\u51fa\u603b\u4f53\u8bc4\u4ef7\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-7\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u60a8\u7684\u6700\u7ec8\u62a5\u544a\u4e0d\u4ec5\u4ec5\u662f\u8bb0\u5f55\u3002 \u7cbe\u5fc3\u64b0\u5199\u3001\u7ed3\u6784\u5408\u7406\u7684\u6d4b\u8bd5\u62a5\u544a\u5c06\u6210\u4e3a\u751f\u4ea7\u6587\u6863\u7684\u4e00\u90e8\u5206\uff0c\u6709\u52a9\u4e8e\u786e\u4fdd ETL \u6d41\u7a0b\u5f97\u5230\u4e0d\u65ad\u6539\u8fdb\u548c\u4f18\u5316\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_%E5%85%B3%E9%97%AD%E6%8A%A5%E5%91%8A\"><\/span><strong>#8. \u5173\u95ed\u62a5\u544a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6700\u540e\uff0c\u4e00\u65e6\u62a5\u544a\u5b8c\u6210\u5e76\u88ab\u5404\u76f8\u5173\u5229\u76ca\u6538\u5173\u65b9\u7406\u89e3\uff0c\u5c31\u5fc5\u987b\u6b63\u5f0f\u63a5\u53d7\u8fd9\u4e9b\u62a5\u544a\u3002 \u62a5\u544a\u5e94\u5c31\u4efb\u4f55\u5fc5\u987b\u89e3\u51b3\u7684\u95ee\u9898\u6216\u5fc5\u987b\u91c7\u53d6\u7684\u8fdb\u4e00\u6b65\u884c\u52a8\u63d0\u51fa\u660e\u786e\u7684\u8ba1\u5212\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%93%E5%AE%B6%E5%BB%BA%E8%AE%AE-8\"><\/span><strong>\u4e13\u5bb6\u5efa\u8bae<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u867d\u7136\u5173\u95ed\u62a5\u544a\u662f ETL \u6d41\u7a0b\u8fbe\u5230\u53ef\u63a5\u53d7\u6c34\u5e73\u7684\u4e00\u4e2a\u5f3a\u70c8\u4fe1\u53f7\uff0c\u4f46\u4f60\u5fc5\u987b\u8bb0\u4f4f\uff0c\u8fd9\u9879\u5de5\u4f5c\u6c38\u8fdc\u4e0d\u4f1a\u771f\u6b63\u5b8c\u6210\u3002 \u4e0d\u65ad\u6539\u8fdb\u548c\u5e94\u5bf9\u6e90\u6570\u636e\u3001\u786c\u4ef6\u751a\u81f3\u4e1a\u52a1\u89c4\u5219\u7684\u53d8\u5316\uff0c\u610f\u5473\u7740\u4efb\u4f55\u9a8c\u6536\u90fd\u53ea\u662f\u6301\u7eed\u8fc7\u7a0b\u4e2d\u7684\u4e00\u4e2a\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%AC%E6%8D%A2%E8%B4%9F%E8%BD%BD%E6%B5%8B%E8%AF%95%E7%9A%84%E4%BC%98%E5%8A%BF\"><\/span><strong>\u63d0\u53d6\u8f6c\u6362\u8d1f\u8f7d\u6d4b\u8bd5\u7684\u4f18\u52bf<\/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=\"\u8fb9\u754c\u503c\u5206\u6790 (BVA) - \u7c7b\u578b\u3001\u6d41\u7a0b\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>\u5bf9\u4e8e\u4f9d\u8d56\u6570\u636e\u5206\u6790\u7684\u56e2\u961f\u548c\u4ea7\u54c1\u6765\u8bf4\uff0c\u5168\u9762\u7684 ETL \u6d4b\u8bd5\u6d41\u7a0b\u81f3\u5173\u91cd\u8981\u3002 \u8ba9\u6211\u4eec\u6765\u770b\u770b\u91c7\u7528 ETL \u6d4b\u8bd5\u65b9\u6cd5\u80fd\u5e26\u6765\u54ea\u4e9b\u597d\u5904\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1%E6%95%B0%E6%8D%AE%E7%9A%84%E5%87%86%E7%A1%AE%E6%80%A7%E5%92%8C%E5%AE%8C%E6%95%B4%E6%80%A7\"><\/span><strong>1.\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL \u9a8c\u8bc1\u7684\u6838\u5fc3\u7406\u5ff5\u662f\u786e\u4fdd\u6570\u636e\u4ed3\u5e93\u4e2d\u7684\u6570\u636e\u5e72\u51c0\u53ef\u9760\u3002 \u6b63\u786e\u7684 ETL \u6d4b\u8bd5\u65b9\u6cd5\u610f\u5473\u7740<\/p>\n<ul>\n<li>\u63d0\u53d6\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u4e22\u5931\u6570\u636e<\/li>\n<li>\u60a8\u7684\u8f6c\u6362\u4e0d\u5305\u542b\u9519\u8bef<\/li>\n<li>\u6570\u636e\u4f1a\u6309\u7167\u4f60\u7684\u610f\u56fe\u8fdb\u5165\u76ee\u6807\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2%E8%8A%82%E7%9C%81%E6%97%B6%E9%97%B4%E5%92%8C%E9%87%91%E9%92%B1\"><\/span><strong>2.\u8282\u7701\u65f6\u95f4\u548c\u91d1\u94b1<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6570\u636e\u4ed3\u5e93 ETL \u6d4b\u8bd5\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u80fd\u53ca\u65e9\u53d1\u73b0\u9519\u8bef\u3002 \u53ca\u65e9\u53d1\u73b0\u5e76\u6d88\u9664\u6570\u636e\u95ee\u9898\uff0c\u8fdc\u6bd4\u9a6c\u5931\u524d\u8e44\u540e\u518d\u53bb\u89e3\u51b3\u95ee\u9898\u66f4\u53ef\u53d6\u3002 \u6839\u636e Gartner \u7684\u7edf\u8ba1\uff0c\u52a3\u8d28<a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/how-to-improve-your-data-quality\"> \u6570\u636e\u5e73\u5747\u6bcf\u5e74\u4f1a\u7ed9\u56e2\u961f\u5e26\u6765 1300 \u4e07\u7f8e\u5143\u7684\u635f\u5931<\/a>\u3002 \u5c3d\u65e9\u5f00\u59cb ETL \u6d4b\u8bd5\uff0c\u60a8\u5c06\u8282\u7701\u65f6\u95f4\u548c\u91d1\u94b1\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3%E4%B8%9A%E7%BB%A9\"><\/span><strong>3.\u4e1a\u7ee9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u9519\u8bef\u7684 ETL \u6d41\u7a0b\u4f1a\u59a8\u788d\u6570\u636e\u7cfb\u7edf\uff0c\u964d\u4f4e\u5206\u6790\u3001\u62a5\u544a\u548c\u51b3\u7b56\u7684\u8d28\u91cf\u3002 \u826f\u597d\u7684 ETL \u6d4b\u8bd5\u6d41\u7a0b\u53ef\u5e2e\u52a9\u60a8\u8bc6\u522b\u6570\u636e\u74f6\u9888\u548c\u5176\u4ed6\u9700\u8981\u6539\u8fdb\u7684\u5730\u65b9\uff0c\u4ece\u800c\u4f7f\u60a8\u7684\u5de5\u4f5c\u6b65\u5165\u6b63\u8f68\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4%E9%81%B5%E5%AE%88%E8%A7%84%E5%AE%9A\"><\/span><strong>4.\u9075\u5b88\u89c4\u5b9a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u91d1\u878d\u673a\u6784\u548c\u533b\u7597\u670d\u52a1\u63d0\u4f9b\u5546\u6709\u4e25\u683c\u7684\u6570\u636e\u7ba1\u7406\u89c4\u5b9a\u3002 \u5982\u679c\u4e0d\u80fd\u6b63\u786e\u5904\u7406\u548c\u7ba1\u7406\u6570\u636e\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u540a\u9500\u6267\u7167\u6216\u91cd\u7f5a\u3002 ETL \u6d4b\u8bd5\u6709\u52a9\u4e8e\u786e\u4fdd\u60a8\u9075\u5b88\u5408\u89c4\u6027\u8981\u6c42\u5e76\u4fdd\u62a4\u654f\u611f\u4fe1\u606f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5%E6%9B%B4%E5%A5%BD%E7%9A%84%E5%86%B3%E7%AD%96\"><\/span><strong>5.\u66f4\u597d\u7684\u51b3\u7b56<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6570\u636e\u8d8a\u51c6\u786e\u53ef\u9760\uff0c\u60a8\u5c31\u8d8a\u6709\u4fe1\u5fc3\u505a\u51fa\u6570\u636e\u9a71\u52a8\u578b\u51b3\u7b56\u3002 ETL \u6d4b\u8bd5\u53ef\u786e\u4fdd\u60a8\u80fd\u591f\u4f9d\u9760\u6570\u636e\u4ed3\u5e93\u4e2d\u7684\u5185\u5bb9\u63d0\u4f9b\u6b63\u786e\u51b3\u7b56\u6240\u9700\u7684\u6d1e\u5bdf\u529b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E4%B8%8E_ETL_%E6%B5%8B%E8%AF%95%E7%9B%B8%E5%85%B3%E7%9A%84%E6%8C%91%E6%88%98\"><\/span><strong>\u4e0e ETL \u6d4b\u8bd5\u76f8\u5173\u7684\u6311\u6218<\/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\u6218-\u8d1f\u8f7d\u6d4b\u8bd5\" width=\"426\" height=\"284\"><\/p>\n<p>\u786e\u4fdd\u6570\u636e\u7ba1\u9053\u7684\u5065\u5eb7\u81f3\u5173\u91cd\u8981\uff0c\u4f46\u4e5f\u5b58\u5728\u4e00\u4e9b\u590d\u6742\u6027\u3002 \u8ba9\u6211\u4eec\u6765\u63a2\u8ba8\u4e0e\u624e\u5b9e\u7684 ETL \u6570\u636e\u8d28\u91cf\u68c0\u67e5\u6709\u5173\u7684\u6311\u6218\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1%E6%95%B0%E6%8D%AE%E9%87%8F%E5%92%8C%E5%A4%8D%E6%9D%82%E6%80%A7\"><\/span><strong>1.\u6570\u636e\u91cf\u548c\u590d\u6742\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u826f\u597d\u7684 ETL \u6d4b\u8bd5\u8fc7\u7a0b\u610f\u5473\u7740\u8981\u5904\u7406\u5927\u91cf\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff0c\u4ece\u7ed3\u6784\u5316\u6570\u636e\u5230\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002 \u8fd9\u79cd\u6570\u636e\u53d8\u5316\u5f88\u5feb\u5c31\u4f1a\u53d8\u5f97\u590d\u6742\uff0c\u96be\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%BB%9F%E4%BE%9D%E8%B5%96%E6%80%A7\"><\/span><strong>2.\u6e90\u7cfb\u7edf\u4f9d\u8d56\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5982\u4e0a\u6240\u8ff0\uff0cETL \u6d4b\u8bd5\u662f\u4e3a\u4e86\u786e\u4fdd\u6e90\u5230\u76ee\u6807\u7ba1\u9053\u7684\u987a\u7545\u3002 \u7136\u800c\uff0c\u4ea7\u51fa\u7684\u8d28\u91cf\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u6295\u5165\u7684\u8d28\u91cf\u3002 \u6e90\u8f93\u51fa\u6a21\u5f0f\u3001\u683c\u5f0f\u6216\u8d28\u91cf\u7684\u53d8\u5316\u4f1a\u5bfc\u81f4 ETL \u6d4b\u8bd5\u5931\u8d25\uff0c\u800c\u8fd9\u79cd\u5931\u8d25\u5e76\u4e0d\u603b\u662f\u90a3\u4e48\u5bb9\u6613\u8bca\u65ad\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3%E8%BD%AC%E5%9E%8B%E7%9A%84%E5%A4%8D%E6%9D%82%E6%80%A7\"><\/span><strong>3.\u8f6c\u578b\u7684\u590d\u6742\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5efa\u7acb\u6570\u636e\u8f6c\u6362\u903b\u8f91\u662f\u4e00\u9879\u4e13\u4e1a\u5de5\u4f5c\u3002 \u5e94\u7528\u4e1a\u52a1\u89c4\u5219\u3001\u6e05\u7406\u6216\u91cd\u65b0\u683c\u5f0f\u5316\u6570\u636e\u975e\u5e38\u590d\u6742\uff0c\u800c\u9a8c\u8bc1\u8fd9\u4e9b\u8f6c\u6362\u7684\u8d28\u91cf\u5e76\u975e\u6613\u4e8b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4%E8%BD%AC%E7%A7%BB%E9%9C%80%E6%B1%82\"><\/span><strong>4.\u8f6c\u79fb\u9700\u6c42<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6240\u6709\u6d4b\u8bd5\u4eba\u5458\u90fd\u77e5\u9053\u4e1a\u52a1\u9700\u6c42\u5feb\u901f\u53d8\u5316\u7684\u75db\u82e6\u3002 ETL \u6d41\u7a0b\u662f\u4e00\u4e2a\u52a8\u6001\u7a7a\u95f4\uff0cETL \u6d4b\u8bd5\u4e5f\u662f\u5982\u6b64\u3002 \u968f\u7740\u4e1a\u52a1\u89d2\u8272\u7684\u66f4\u65b0\u548c\u53d8\u5316\uff0c\u6d4b\u8bd5\u4eba\u5458\u5fc5\u987b\u8c03\u6574\u6d4b\u8bd5\u7528\u4f8b\uff0c\u786e\u4fdd\u6570\u636e\u5e93\u6027\u80fd\u5f97\u5230\u4f18\u5316\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5%E6%B5%8B%E8%AF%95%E7%8E%AF%E5%A2%83%E9%99%90%E5%88%B6\"><\/span><strong>5.\u6d4b\u8bd5\u73af\u5883\u9650\u5236<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd0\u884c\u5168\u9762\u7684\u751f\u4ea7\u73af\u5883\u8fdb\u884c ETL \u6d4b\u8bd5\u65e2\u590d\u6742\u53c8\u6602\u8d35\u3002 \u7136\u800c\uff0c\u8f83\u5c0f\u89c4\u6a21\u7684\u6d4b\u8bd5\u73af\u5883\u5e76\u4e0d\u603b\u80fd\u63d0\u4f9b\u771f\u6b63\u7684\u9a8c\u8bc1\uff0c\u56e0\u4e3a\u5b83\u4eec\u65e0\u6cd5\u590d\u5236\u5904\u7406\u6d77\u91cf\u6570\u636e\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u74f6\u9888\u7684\u65b9\u5f0f\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%AE%9E%E8%B7%B5\"><\/span><strong>ETL \u63d0\u793a\u548c\u6700\u4f73\u5b9e\u8df5<\/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=\"\u8f6f\u4ef6\u6d4b\u8bd5\u6e05\u5355\" width=\"412\" height=\"274\"><\/p>\n<p>ETL \u6d4b\u8bd5\u9700\u8981\u65f6\u95f4\u6765\u638c\u63e1\u3002 \u4ee5\u4e0b\u662f\u4e00\u4e9b\u5c0f\u8d34\u58eb\uff0c\u5e0c\u671b\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%8C%81%E7%BB%AD%E6%B5%8B%E8%AF%95\"><\/span><strong>#1. \u6301\u7eed\u6d4b\u8bd5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL \u6d4b\u8bd5\u4e0d\u662f\u4e00\u52b3\u6c38\u9038\u7684\u4e8b\u60c5\u3002 \u8fd9\u662f\u4e00\u79cd\u786e\u4fdd\u9ad8\u8d28\u91cf\u6570\u636e\u7684\u5c55\u671b\uff0c\u60a8\u5fc5\u987b\u6301\u7eed\u6267\u884c\u548c\u76d1\u63a7\u3002 \u5728\u4f9d\u8d56\u5546\u4e1a\u667a\u80fd\u5de5\u5177\u7684\u516c\u53f8\u4e2d\uff0cETL QA \u6d4b\u8bd5\u4eba\u5458\u662f\u4e00\u4efd\u5168\u804c\u5de5\u4f5c\uff0c\u8fd9\u662f\u6709\u539f\u56e0\u7684\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%B2%A1%E6%9C%89_ETL_%E6%B5%8B%E8%AF%95%E4%BA%BA%E5%91%98%E6%98%AF%E4%B8%80%E5%BA%A7%E5%AD%A4%E5%B2%9B\"><\/span><strong>#2. \u6ca1\u6709 ETL \u6d4b\u8bd5\u4eba\u5458\u662f\u4e00\u5ea7\u5b64\u5c9b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u867d\u7136 ETL \u6d4b\u8bd5\u91c7\u7528\u7684\u662f\u9ed1\u7bb1\u65b9\u6cd5\uff0c\u4f46\u5982\u679c ETL QA \u5de5\u7a0b\u5e08\u60f3\u8bbe\u8ba1\u51fa\u771f\u6b63\u9a8c\u8bc1 ETL \u6d41\u7a0b\u7684\u6709\u610f\u4e49\u7684\u6d4b\u8bd5\uff0c\u4ed6\u4eec\u5c31\u5e94\u8be5\u4e0e\u5229\u76ca\u76f8\u5173\u8005\u3001\u6570\u636e\u5e93\u7ba1\u7406\u5458\u548c\u6784\u5efa ETL \u903b\u8f91\u7684\u5f00\u53d1\u4eba\u5458\u5408\u4f5c\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%A1%A3%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%E3%80%82\"><\/span><strong>#3. \u53ef\u9760\u7684\u6587\u6863\u81f3\u5173\u91cd\u8981\u3002<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5b8c\u5584\u800c\u8be6\u7ec6\u7684\u6587\u6863\u8d44\u6599\uff0c\u5305\u62ec\u6e90\u5230\u76ee\u6807\u7684\u6620\u5c04\u548c\u6570\u636e\u6765\u6e90\u8bb0\u5f55\uff0c\u5bf9\u4e8e\u51c6\u786e\u5b9a\u4f4d\u6570\u636e\u7ba1\u9053\u4e2d\u51fa\u73b0\u7684\u9519\u8bef\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E5%B0%BD%E5%8F%AF%E8%83%BD%E8%87%AA%E5%8A%A8%E5%8C%96\"><\/span><strong>#4. \u5c3d\u53ef\u80fd\u81ea\u52a8\u5316<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u4e5f\u8bb8\u662f\u6700\u91cd\u8981\u7684\u4e00\u70b9\u3002 \u5168\u9762\u7684 ETL \u6d4b\u8bd5\u9700\u8981\u5927\u91cf\u8d44\u6e90\u3002 \u8fd9\u4e5f\u662f\u4e00\u4e2a\u6301\u7eed\u7684\u8fc7\u7a0b\uff0c\u610f\u5473\u7740\u9700\u8981\u5b9a\u671f\u8fdb\u884c\u5927\u91cf\u7684\u4eba\u5de5\u64cd\u4f5c\u3002 \u56e0\u6b64\uff0cETL \u6d4b\u8bd5\u662f\u6d4b\u8bd5\u81ea\u52a8\u5316\u8f6f\u4ef6\u548c<a href=\"https:\/\/www.zaptest.com\/zh-hans\/%e6%9c%ba%e5%99%a8%e4%ba%ba%e8%bf%87%e7%a8%8b%e8%87%aa%e5%8a%a8%e5%8c%96-rpa-%e5%ae%8c%e6%95%b4%e6%8c%87%e5%8d%97\">RPA \u5de5\u5177<\/a>\u7684\u7406\u60f3\u5de5\u4f5c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E4%BD%B3_ETL_%E8%87%AA%E5%8A%A8%E5%8C%96%E6%B5%8B%E8%AF%95%E5%B7%A5%E5%85%B7\"><\/span><strong>\u6700\u4f73 ETL \u81ea\u52a8\u5316\u6d4b\u8bd5\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 + \u6d4b\u8bd5\u81ea\u52a8\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>\u73b0\u5728\u5e94\u8be5\u6e05\u695a\u4e86\uff0cETL \u81ea\u52a8\u5316\u6d4b\u8bd5\u5728\u5145\u5206\u5229\u7528\u8d44\u6e90\u65b9\u9762\u4e3a\u6d4b\u8bd5\u56e2\u961f\u5e26\u6765\u4e86\u5de8\u5927\u4f18\u52bf\u3002<\/p>\n<p>\u503c\u5f97\u5e86\u5e78\u7684\u662f\uff0c\u5e02\u573a\u4e0a\u6709\u591a\u79cd\u9ad8\u8d28\u91cf\u7684 ETL \u6d4b\u8bd5\u5de5\u5177\u3002 \u6bcf\u79cd\u5de5\u5177\u90fd\u6709\u81ea\u5df1\u7684\u4f18\u7f3a\u70b9\uff0c\u5176\u7279\u70b9\u548c\u529f\u80fd\u53ef\u6ee1\u8db3\u4e0d\u540c\u7684\u8981\u6c42\u3002<\/p>\n<p>\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u53d6\u51b3\u4e8e\u51e0\u4e2a\u4e0d\u540c\u7684\u56e0\u7d20\uff0c\u5305\u62ec<\/p>\n<ul>\n<li>ETL \u6d41\u7a0b\u548c\u4e1a\u52a1\u903b\u8f91\u7684\u590d\u6742\u6027<\/li>\n<li>\u4f20\u8f93\u7684\u6570\u636e\u91cf<\/li>\n<li>ETL \u6d41\u7a0b\u4e2d\u662f\u5426\u5b58\u5728\u6216\u96c6\u4e2d\u4e86\u975e\u7ed3\u6784\u5316\u6570\u636e<\/li>\n<li>\u6d4b\u8bd5\u4eba\u5458\u7684\u6280\u672f\u80fd\u529b\u548c\u6280\u80fd\u7ec4\u5408<\/li>\n<li>\u60a8\u7684\u9884\u7b97<\/li>\n<\/ul>\n<p>\u8ba9\u6211\u4eec\u6765\u770b\u770b\u4e94\u5927 ETL \u6d4b\u8bd5\u5de5\u5177\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%E6%9F%A5%E8%AF%A2%E6%BF%80%E5%A2%9E\"><\/span>#5. \u67e5\u8be2\u6fc0\u589e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>QuerySurge \u662f\u4e00\u6b3e\u57fa\u4e8e\u8ba2\u9605\u7684 ETL \u6d4b\u8bd5\u5de5\u5177\uff0c\u91cd\u70b9\u5728\u4e8e\u6301\u7eed\u6d4b\u8bd5\u3002 \u5b83\u652f\u6301\u6e90\u6570\u636e\u5e93\u548c\u76ee\u6807\u6570\u636e\u5e93\u7ec4\u5408\uff0c\u5177\u6709\u5f3a\u5927\u7684\u81ea\u52a8\u5316\u529f\u80fd\uff0c\u53ef\u6ee1\u8db3\u5927\u578b\u590d\u6742\u6570\u636e\u4ed3\u5e93\u7684\u9700\u6c42\u3002<\/p>\n<p>\u7528\u6237\u754c\u9762\u4f7f\u7528\u8d77\u6765\u975e\u5e38\u6109\u5feb\uff0c\u62a5\u544a\u529f\u80fd\u4e5f\u975e\u5e38\u51fa\u8272\u3002 \u4e0d\u8fc7\uff0c\u4e00\u4e9b\u7528\u6237\u5bf9 QuerySurge \u6602\u8d35\u4e14\u4e0d\u900f\u660e\u7684\u5b9a\u4ef7\u8868\u793a\u9057\u61be\uff0c\u800c\u53e6\u4e00\u4e9b\u7528\u6237\u5219\u6279\u8bc4 QuerySurge \u7f3a\u4e4f\u7528\u6237\u53cb\u597d\u6027\uff0c\u5bf9\u4e8e\u7f3a\u4e4f\u7ecf\u9a8c\u7684\u7528\u6237\u6765\u8bf4\u5b66\u4e60\u66f2\u7ebf\u8fc7\u4e8e\u9661\u5ced\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_iCEDQ\"><\/span>#4. iCEDQ<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>iCEDQ \u662f\u7528\u4e8e\u6570\u636e\u6d4b\u8bd5\u548c\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u7684\u8d28\u91cf\u5de5\u5177\u3002 \u5b83\u63d0\u4f9b\u57fa\u4e8e\u89c4\u5219\u7684\u6d4b\u8bd5\u548c\u6709\u8da3\u7684 ML \u8f85\u52a9\u9519\u8bef\u68c0\u6d4b\u3002 \u8ddf\u8e2a\u3001\u62a5\u544a\u548c\u53ef\u89c6\u5316\u662f iCEDQ \u7684\u5f3a\u9879\uff0c\u4f7f\u5176\u6210\u4e3a\u5177\u6709\u5173\u952e\u6570\u636e\u5408\u89c4\u6027\u548c\u76d1\u7ba1\u9700\u6c42\u7684\u516c\u53f8\u7684\u7406\u60f3\u5de5\u5177\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u5c06\u8be5\u5de5\u5177\u5e94\u7528\u5230\u590d\u6742\u7684 ETL \u73af\u5883\u4e2d\u662f iCEDQ \u6700\u663e\u8457\u7684\u7f3a\u70b9\u4e4b\u4e00\u3002 \u6b64\u5916\uff0c\u7528\u6237\u754c\u9762\u76f8\u5f53\u590d\u6742\uff0c\u4e0d\u9002\u5408\u6280\u672f\u6c34\u5e73\u8f83\u4f4e\u7684\u56e2\u961f\u4f7f\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RightData\"><\/span>#3. RightData<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>RightData \u662f\u4e00\u6b3e\u7528\u6237\u53cb\u597d\u578b\u5de5\u5177\uff0c\u5728 ETL \u6d4b\u8bd5\u548c\u6570\u636e\u9a8c\u8bc1\u65b9\u9762\u5177\u6709\u5f3a\u5927\u7684\u65e0\u4ee3\u7801\u529f\u80fd\u3002 \u8be5\u5de5\u5177\u975e\u5e38\u7075\u6d3b\uff0c\u53ef\u5728\u4e0d\u540c\u7684\u6570\u636e\u5e93\u548c\u4e91\u6570\u636e\u4ed3\u5e93\u4e2d\u4f7f\u7528\u3002 \u51ed\u501f\u4e00\u7cfb\u5217\u9884\u5efa\u6d4b\u8bd5\u6a21\u677f\u3001\u4e00\u6d41\u7684\u53ef\u89c6\u5316\u529f\u80fd\u4ee5\u53ca\u4e0e\u5de5\u4f5c\u6d41\u7a0b\u5de5\u5177\u7684\u65e0\u7f1d\u96c6\u6210\uff0cRightData\u8fd1\u5e74\u6765\u5e7f\u53d7\u6b22\u8fce\u7684\u539f\u56e0\u4e0d\u8a00\u800c\u55bb\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u867d\u7136 RightData \u6709\u8bb8\u591a\u53ef\u53d6\u4e4b\u5904\uff0c\u4f46\u5982\u679c\u9700\u8981\u6d4b\u8bd5\u5927\u91cf ETL \u6d41\u7a0b\uff0c\u5b83\u7684\u6210\u672c\u53ef\u80fd\u4f1a\u5f88\u9ad8\u3002 \u867d\u7136\u5b83\u662f\u8ba2\u9605\u5f0f\u7684\uff0c\u4f46\u968f\u7740\u6570\u636e\u4f7f\u7528\u91cf\u548c\u9644\u52a0\u529f\u80fd\u7684\u589e\u52a0\uff0c\u4ef7\u683c\u4e5f\u4f1a\u8fc5\u901f\u4e0a\u6da8\u3002 \u4e0e ZAPTEST \u53ef\u9884\u6d4b\u7684\u7edf\u4e00\u5b9a\u4ef7\u6a21\u5f0f\u548c\u65e0\u9650\u5236\u8bb8\u53ef\u76f8\u6bd4\uff0cRightData \u7684\u65b9\u6cd5\u4f3c\u4e4e\u4e0d\u5229\u4e8e\u6210\u957f\u578b\u6216\u6269\u5c55\u578b\u516c\u53f8\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E5%8F%8C%E5%B9%B4%E5%BA%A6%E8%AF%84%E4%BC%B0\"><\/span>#2. \u53cc\u5e74\u5ea6\u8bc4\u4f30<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>BiG EVAL \u662f\u590d\u6742 ETL \u7cfb\u7edf\u548c\u4f20\u7edf\u4ed3\u5e93\u5b9e\u65bd\u7684\u6700\u4f73\u9009\u62e9\u3002 \u5b83\u4f7f\u7528\u57fa\u4e8e\u89c4\u5219\u7684\u6570\u636e\u9a8c\u8bc1\uff0c\u5177\u6709\u5f3a\u5927\u7684\u6570\u636e\u5256\u6790\u529f\u80fd\uff0c\u662f ETL \u6d4b\u8bd5\u7684\u7406\u60f3\u9009\u62e9\u3002 BiG EVAL \u8fd8\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u8bbe\u8ba1\u548c\u5b89\u6392\u6d4b\u8bd5\u7684\u5f3a\u5927\u81ea\u52a8\u5316\u9009\u9879\uff0c\u518d\u52a0\u4e0a\u51fa\u8272\u7684\u62a5\u544a\u548c\u53ef\u89c6\u5316\u80fd\u529b\uff0cBiG EVAL \u582a\u79f0\u6700\u5168\u9762\u7684 ETL \u6d4b\u8bd5\u5de5\u5177\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b9e\u65bd BiG EVAL \u662f\u4e00\u9879\u66f4\u5927\u7684\u5de5\u4f5c\u3002 \u4e0e ZAPTEST \u7b49\u65e0\u4ee3\u7801\u5de5\u5177\u76f8\u6bd4\uff0c\u5176\u754c\u9762\u53ef\u80fd\u663e\u5f97\u6709\u4e9b\u8001\u6d3e\u3002 \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cETL \u6d4b\u8bd5\u53ea\u662f BiG EVAL \u7684\u7528\u4f8b\u4e4b\u4e00\uff0c\u56e0\u6b64\uff0c\u5982\u679c\u60a8\u8981\u4e3a\u5e76\u4e0d\u4e25\u683c\u9700\u8981\u7684\u7279\u6027\u548c\u529f\u80fd\u4ed8\u8d39\uff0c\u5176\u57fa\u4e8e\u8bb8\u53ef\u8bc1\u7684\u5b9a\u4ef7\u53ef\u80fd\u4f1a\u8ba9\u4e00\u4e9b\u56e2\u961f\u671b\u800c\u5374\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%B5%8B%E8%AF%95%E7%9A%84%E7%AC%AC%E4%B8%80%E9%80%89%E6%8B%A9\"><\/span><strong>#1. ZAPTEST\uff1aETL \u6d4b\u8bd5\u7684\u7b2c\u4e00\u9009\u62e9<\/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>\u867d\u7136<a href=\"https:\/\/www.zaptest.com\/zh-hans\">ZAPTEST<\/a>\u4e0d\u662f\u4e13\u7528\u7684 ETL \u6d4b\u8bd5\u5de5\u5177\uff0c\u4f46\u5b83\u5177\u6709\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027\uff0c\u53ef\u5e2e\u52a9\u5b8c\u6210\u6784\u6210\u5168\u9762 ETL \u6d4b\u8bd5\u65b9\u6cd5\u7684\u591a\u9879\u4efb\u52a1\u3002<\/p>\n<p>\u4ece\u4e0a\u6587\u4e0d\u540c\u7c7b\u578b\u7684 ETL \u6d4b\u8bd5\u90e8\u5206\u53ef\u4ee5\u770b\u51fa\uff0c\u6d4b\u8bd5 ETL \u6d41\u7a0b\u9700\u8981\u8fdb\u884c\u6570\u636e\u9a8c\u8bc1\u3001\u96c6\u6210\u3001\u6027\u80fd\u3001\u529f\u80fd\u548c\u56de\u5f52\u6d4b\u8bd5\u3002 ZAPTEST \u53ef\u4ee5\u505a\u5230\u8fd9\u4e00\u5207\uff0c\u751a\u81f3\u66f4\u591a\u3002 \u6211\u4eec\u7684\u5de5\u5177<a href=\"https:\/\/www.zaptest.com\/zh-hans\/%e7%ab%af%e5%88%b0%e7%ab%af%e6%b5%8b%e8%af%95-%e6%b7%b1%e5%85%a5%e4%ba%86%e8%a7%a3e2e%e6%b5%8b%e8%af%95%e7%b1%bb%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\u6d4b\u8bd5<\/a>\u548c\u5143\u6570\u636e\u6d4b\u8bd5\u529f\u80fd\u662f\u786e\u4fdd\u60a8\u7684\u5206\u6790\u548c\u5546\u4e1a\u667a\u80fd\u7b26\u5408\u8981\u6c42\u5e76\u968f\u65f6\u80fd\u63d0\u4f9b\u7ed3\u679c\u548c\u4ef7\u503c\u7684\u5173\u952e\u529f\u80fd\u3002<\/p>\n<p>ZAPTEST \u8fd8\u914d\u5907\u4e86<a href=\"https:\/\/www.zaptest.com\/zh-hans\/rpa-%e5%b7%a5%e5%85%b7-%e5%b8%82%e5%9c%ba%e4%b8%8a%e6%9c%80%e5%a5%bd%e7%9a%84-31-%e4%b8%aa%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%b5%81%e7%a8%8b%e8%87%aa%e5%8a%a8%e5%8c%96%e8%bd%af%e4%bb%b6\"> \u5e02\u573a\u4e0a\u6700\u597d\u7684 RPA \u5de5\u5177<\/a>\u4e4b\u4e00\u3002 \u5728 ETL \u6d4b\u8bd5\u4e2d\uff0cRPA \u53ef\u4ee5\u751f\u6210\u771f\u5b9e\u7684\u6d4b\u8bd5\u6570\u636e\u3001\u81ea\u52a8\u6267\u884c\u91cd\u590d\u7684\u624b\u52a8\u4efb\u52a1\uff0c\u5e76\u5e2e\u52a9\u60a8\u5f15\u5165\u7a33\u56fa\u7684 ETL \u6d41\u7a0b\u6240\u9700\u7684\u6301\u7eed\u6d4b\u8bd5\uff0c\u4ece\u800c\u4e3a\u60a8\u5e26\u6765\u5de8\u5927\u7684\u4ef7\u503c\u3002<\/p>\n<p>\u51ed\u501f ZAPTET \u7684\u65e0\u4ee3\u7801\u529f\u80fd\u3001\u95ea\u7535\u822c\u5feb\u901f\u7684\u6d4b\u8bd5\u521b\u5efa\u4ee5\u53ca\u4e0e\u5176\u4ed6\u4f01\u4e1a\u5de5\u5177\u7684\u65e0\u7f1d\u96c6\u6210\uff0c\u5b83\u662f\u81ea\u52a8\u5316 ETL \u6d4b\u8bd5\u4ee5\u53ca\u66f4\u591a\u5176\u4ed6\u529f\u80fd\u7684\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E5%90%8E%E7%9A%84%E6%83%B3%E6%B3%95\"><\/span><strong>\u6700\u540e\u7684\u60f3\u6cd5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img alt=\"\" alt=\"\" decoding=\"async\" class=\"aligncenter wp-image-6961\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/04\/cropped-zt-icon.png\" alt=\"\" width=\"54\" height=\"54\"><\/p>\n<p>\u63d0\u53d6\u8f6c\u6362\u8d1f\u8f7d\u6d4b\u8bd5\u5c31\u50cf\u662f\u4e3a\u6570\u636e\u4ed3\u5e93\u5efa\u7acb\u4e00\u4e2a\u8d28\u91cf\u63a7\u5236\u90e8\u95e8\u3002 \u8fd9\u4e0d\u4ec5\u5173\u7cfb\u5230\u6570\u636e\u662f\u5426\u5df2\u4ece\u6e90\u4f20\u8f93\u5230\u76ee\u6807\uff1b\u8fd8\u5173\u7cfb\u5230\u786e\u4fdd\u6570\u636e\u5b8c\u597d\u65e0\u635f\u5730\u6309\u9884\u671f\u5230\u8fbe\u3002<\/p>\n<p>\u5230\u4e86\u5173\u952e\u65f6\u523b\uff0c\u5982\u679c\u6570\u636e\u4e0d\u51c6\u786e\uff0c\u5c31\u4f1a\u505a\u51fa\u9519\u8bef\u7684\u51b3\u5b9a\u3002 \u6b63\u786e\u7684 ETL \u6d4b\u8bd5\u662f\u5bf9\u6574\u4e2a\u6570\u636e\u751f\u6001\u7cfb\u7edf\u5b8c\u6574\u6027\u7684\u6295\u8d44\u3002 \u7136\u800c\uff0c\u5bf9\u4e8e\u8bb8\u591a\u4f01\u4e1a\u6765\u8bf4\uff0cETL 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