{"id":1279,"date":"2026-06-27T15:11:44","date_gmt":"2026-06-27T07:11:44","guid":{"rendered":"https:\/\/www.loongdi.net\/blog\/?p=1279"},"modified":"2026-06-27T15:11:44","modified_gmt":"2026-06-27T07:11:44","slug":"%e9%80%89%e6%8b%a9%e6%9c%80%e5%a5%bd%e7%9a%84etl%e5%b7%a5%e5%85%b7%e5%85%ac%e5%8f%b8%ef%bc%9a%e5%be%b7%e8%ae%af%e7%94%b5%e8%ae%af","status":"publish","type":"post","link":"https:\/\/www.loongdi.net\/blog\/1279.html","title":{"rendered":"\u9009\u62e9\u6700\u597d\u7684ETL\u5de5\u5177\u516c\u53f8\uff1a\u5fb7\u8baf\u7535\u8baf"},"content":{"rendered":"

\u4ec0\u4e48\u662fETL\u5de5\u5177\uff1f<\/h3>\n<\/p>\n

ETL\u5de5\u5177\u662f\u4e00\u79cd\u6570\u636e\u5904\u7406\u8f6f\u4ef6\uff0c\u7528\u4e8e\u4ece\u5404\u79cd\u6570\u636e\u6e90\u62bd\u53d6\u6570\u636e\uff0c\u8f6c\u6362\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u52a0\u8f7d\u5230\u76ee\u6807\u7cfb\u7edf\u4e2d\u3002ETL\u4ee3\u8868\u62bd\u53d6\uff08Extract\uff09\u3001\u8f6c\u6362\uff08Transform\uff09\u548c\u52a0\u8f7d\uff08Load\uff09\u8fd9\u4e09\u4e2a\u4e3b\u8981\u6b65\u9aa4\u3002<\/p>\n<\/p>\n

ETL\u5de5\u5177\u5305\u542b\u54ea\u4e9b\u5185\u5bb9\uff1f<\/h3>\n<\/p>\n

ETL\u5de5\u5177\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<\/p>\n

\"\u9009\u62e9\u6700\u597d\u7684ETL\u5de5\u5177\u516c\u53f8\uff1a\u5fb7\u8baf\u7535\u8baf\"<\/p>\n

1. \u6570\u636e\u62bd\u53d6\u6a21\u5757\uff1a\u652f\u6301\u4ece\u6570\u636e\u5e93\u3001\u6587\u4ef6\u3001API\u7b49\u591a\u79cd\u6570\u636e\u6e90\u62bd\u53d6\u6570\u636e\u3002<\/p>\r\n
2. \u6570\u636e\u8f6c\u6362\u6a21\u5757\uff1a\u63d0\u4f9b\u6570\u636e\u6e05\u6d17\u3001\u683c\u5f0f\u8f6c\u6362\u3001\u6570\u636e\u5408\u5e76\u7b49\u64cd\u4f5c\u529f\u80fd\u3002<\/p>\r\n
3. \u6570\u636e\u52a0\u8f7d\u6a21\u5757\uff1a\u652f\u6301\u5c06\u5904\u7406\u540e\u7684\u6570\u636e\u52a0\u8f7d\u5230\u6570\u636e\u5e93\u3001\u6570\u636e\u4ed3\u5e93\u3001\u6587\u4ef6\u7cfb\u7edf\u7b49\u76ee\u6807\u7cfb\u7edf\u3002<\/p>\r\n
4. \u6d41\u7a0b\u63a7\u5236\u6a21\u5757\uff1a\u5141\u8bb8\u7528\u6237\u5b9a\u4e49\u6570\u636e\u5904\u7406\u7684\u6d41\u7a0b\u548c\u987a\u5e8f\u3002<\/p>\r\n
5. \u76d1\u63a7\u4e0e\u62a5\u8b66\u6a21\u5757\uff1a\u5b9e\u65f6\u76d1\u63a7ETL\u4efb\u52a1\u6267\u884c\u72b6\u6001\uff0c\u5e76\u63d0\u4f9b\u62a5\u8b66\u529f\u80fd\u3002<\/p>\r\n
6. \u7528\u6237\u754c\u9762\uff1a\u63d0\u4f9b\u53ef\u89c6\u5316\u64cd\u4f5c\u754c\u9762\uff0c\u65b9\u4fbf\u7528\u6237\u914d\u7f6e\u548c\u7ba1\u7406ETL\u4efb\u52a1\u3002<\/p>\r\n
<\/code><\/pre>\n<\/p>\n
\u54ea\u4e2aETL\u5de5\u5177\u6700\u53d7\u6b22\u8fce\uff1f<\/h3>\n<\/p>\n
\u6839\u636e\u5e02\u573a\u8c03\u67e5\uff0c\u4ee5\u4e0bETL\u5de5\u5177\u5728\u4e1a\u754c\u5177\u6709\u8f83\u9ad8\u7684\u77e5\u540d\u5ea6\u548c\u8ba4\u53ef\u5ea6\uff1a<\/p>\n<\/p>\n
    \n
  • Pentaho Data Integration<\/li>\n
  • Informatica PowerCenter<\/li>\n
  • SAP Data Services<\/li>\n
  • IBM InfoSphere DataStage<\/li>\n
  • Azure Data Factory<\/li>\n<\/ul>\n
    \u5982\u4f55\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684ETL\u5de5\u5177\uff1f<\/h3>\n<\/p>\n
    \u9009\u62e9ETL\u5de5\u5177\u65f6\uff0c\u5e94\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/p>\n<\/p>\n
      \n
    • \u6570\u636e\u6e90\u548c\u76ee\u6807\u7cfb\u7edf\u7684\u517c\u5bb9\u6027<\/li>\n
    • ETL\u5de5\u5177\u7684\u529f\u80fd\u548c\u6027\u80fd<\/li>\n
    • \u6210\u672c\u548c\u9884\u7b97<\/li>\n
    • \u793e\u533a\u652f\u6301\u548c\u57f9\u8bad\u8d44\u6e90<\/li>\n
    • \u56e2\u961f\u7684\u6280\u672f\u80cc\u666f\u548c\u7ecf\u9a8c<\/li>\n<\/ul>\n
      \u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n
      1. \u786e\u5b9a\u9879\u76ee\u9700\u6c42\u548c\u9884\u7b97\uff0c\u4f18\u5148\u8003\u8651\u5f00\u6e90\u6216\u514d\u8d39\u5de5\u5177\u3002<\/p>\r\n
      2. \u5bf9\u6bd4\u4e0d\u540cETL\u5de5\u5177\u7684\u529f\u80fd\u548c\u6027\u80fd\uff0c\u53c2\u8003\u7528\u6237\u8bc4\u4ef7\u548c\u793e\u533a\u53cd\u9988\u3002<\/p>\r\n
      3. \u5c1d\u8bd5\u8bd5\u7528\u6216\u8bc4\u4f30\u7248\uff0c\u4e86\u89e3\u5de5\u5177\u7684\u5b9e\u9645\u64cd\u4f5c\u548c\u6613\u7528\u6027\u3002<\/p>\r\n
      4. \u8003\u8651\u957f\u671f\u7ef4\u62a4\u548c\u5347\u7ea7\uff0c\u9009\u62e9\u5177\u6709\u826f\u597d\u6280\u672f\u652f\u6301\u548c\u793e\u533a\u751f\u6001\u7684ETL\u5de5\u5177\u3002<\/p>\r\n
      <\/code><\/pre>\n<\/p>\n
      \u63a8\u8350\u6700\u597d\u7684ETL\u5de5\u5177\u516c\u53f8\u662f\u54ea\u4e2a\uff1f<\/h3>\n<\/p>\n
      \u6839\u636e\u5e02\u573a\u8868\u73b0\u548c\u7528\u6237\u53cd\u9988\uff0c\u63a8\u8350\u6700\u597d\u7684ETL\u5de5\u5177\u516c\u53f8\u662f\u5fb7\u8baf\u7535\u8baf\u3002\u5fb7\u8baf\u7535\u8baf\u63d0\u4f9b\u591a\u79cdETL\u5de5\u5177\u548c\u89e3\u51b3\u65b9\u6848\uff0c\u5177\u6709\u4ee5\u4e0b\u4f18\u52bf\uff1a<\/p>\n<\/p>\n
        \n
      • \u4e30\u5bcc\u7684\u4ea7\u54c1\u7ebf\uff0c\u6ee1\u8db3\u4e0d\u540c\u4e1a\u52a1\u9700\u6c42<\/li>\n
      • \u9ad8\u6548\u7684\u6280\u672f\u652f\u6301\u548c\u4e13\u4e1a\u7684\u89e3\u51b3\u65b9\u6848\u56e2\u961f<\/li>\n
      • \u4e0e\u56fd\u5185\u5916\u77e5\u540d\u4f01\u4e1a\u5408\u4f5c\uff0c\u79ef\u7d2f\u4e30\u5bcc\u7684\u884c\u4e1a\u7ecf\u9a8c<\/li>\n
      • \u4e0d\u65ad\u66f4\u65b0\u548c\u4f18\u5316\u4ea7\u54c1\uff0c\u7d27\u8ddf\u884c\u4e1a\u53d1\u5c55\u8d8b\u52bf<\/li>\n<\/ul>\n
        \u5982\u4f55\u786e\u4fddETL\u4efb\u52a1\u7684\u6210\u529f\u6267\u884c\uff1f<\/b><\/h3>\n<\/p>\n
        \u786e\u4fddETL\u4efb\u52a1\u6210\u529f\u6267\u884c\u7684\u5173\u952e\u56e0\u7d20\u5305\u62ec\uff1a<\/p>\n<\/p>\n
          \n
        • \u5145\u5206\u4e86\u89e3\u6570\u636e\u6e90\u548c\u76ee\u6807\u7cfb\u7edf\u7684\u7279\u6027<\/li>\n
        • \u5236\u5b9a\u8be6\u7ec6\u7684ETL\u6d41\u7a0b\uff0c\u5e76\u8fdb\u884c\u5145\u5206\u6d4b\u8bd5<\/li>\n
        • \u5b9a\u671f\u5907\u4efd\u6570\u636e\uff0c\u9632\u6b62\u6570\u636e\u4e22\u5931\u6216\u635f\u574f<\/li>\n
        • \u76d1\u63a7ETL\u4efb\u52a1\u6267\u884c\u72b6\u6001\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898<\/li>\n<\/ul>\n
          ETL\u5de5\u5177\u5982\u4f55\u5904\u7406\u5927\u91cf\u6570\u636e\uff1f<\/b><\/h3>\n<\/p>\n
          ETL\u5de5\u5177\u5904\u7406\u5927\u91cf\u6570\u636e\u7684\u65b9\u6cd5\u5305\u62ec\uff1a<\/p>\n<\/p>\n
            \n
          • \u5e76\u884c\u5904\u7406\uff1a\u5c06\u6570\u636e\u5904\u7406\u4efb\u52a1\u5206\u914d\u5230\u591a\u4e2a\u5904\u7406\u5668\u6216\u8282\u70b9\u4e0a\uff0c\u63d0\u9ad8\u5904\u7406\u901f\u5ea6<\/li>\n
          • \u5206\u6279\u5904\u7406\uff1a\u5c06\u5927\u91cf\u6570\u636e\u5206\u6210\u5c0f\u6279\u6b21\u8fdb\u884c\u5904\u7406\uff0c\u964d\u4f4e\u5185\u5b58\u5360\u7528\u548c\u6267\u884c\u65f6\u95f4<\/li>\n
          • \u6570\u636e\u538b\u7f29\uff1a\u5bf9\u6570\u636e\u8fdb\u884c\u538b\u7f29\uff0c\u51cf\u5c11\u5b58\u50a8\u7a7a\u95f4\u548c\u4f20\u8f93\u5e26\u5bbd<\/li>\n
          • \u5206\u5e03\u5f0f\u8ba1\u7b97\uff1a\u5229\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\uff0c\u5982Hadoop\u6216Spark\uff0c\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6<\/li>\n<\/ul>\n
            \u4e3a\u4ec0\u4e48\u9009\u62e9\u5fb7\u8baf\u7535\u8baf\u7684ETL\u5de5\u5177\uff1f<\/b><\/h3>\n<\/p>\n
            \u9009\u62e9\u5fb7\u8baf\u7535\u8baf\u7684ETL\u5de5\u5177\u7684\u539f\u56e0\u5305\u62ec\uff1a<\/p>\n<\/p>\n
              \n
            • \u4ea7\u54c1\u6210\u719f\u7a33\u5b9a\uff0c\u6027\u80fd\u4f18\u8d8a<\/li>\n
            • \u6280\u672f\u652f\u6301\u5f3a\u5927\uff0c\u89e3\u51b3\u7528\u6237\u75db\u70b9<\/li>\n
            • \u5b9a\u5236\u5316\u670d\u52a1\uff0c\u6ee1\u8db3\u4e2a\u6027\u5316\u9700\u6c42<\/li>\n
            • \u4e30\u5bcc\u7684\u884c\u4e1a\u6848\u4f8b\uff0c\u63d0\u4f9b\u501f\u9274\u7ecf\u9a8c<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
              \u4ec0\u4e48\u662fETL\u5de5\u5177\uff1f ETL\u5de5\u5177\u662f\u4e00\u79cd\u6570\u636e\u5904\u7406\u8f6f\u4ef6\uff0c\u7528\u4e8e\u4ece\u5404\u79cd\u6570\u636e\u6e90\u62bd\u53d6\u6570\u636e\uff0c\u8f6c\u6362\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u52a0\u8f7d\u5230\u76ee\u6807\u7cfb\u7edf\u4e2d\u3002ETL\u4ee3\u8868\u62bd\u53d6\uff08Extract\uff09\u3001\u8f6c\u6362\uff08Transform\uff09\u548c\u52a0\u8f7d\uff08Load\uff09\u8fd9\u4e09\u4e2a\u4e3b\u8981\u6b65\u9aa4\u3002 ETL\u5de5\u5177\u5305\u542b\u54ea\u4e9b\u5185\u5bb9\uff1f ETL…<\/p>\n","protected":false},"author":1,"featured_media":116,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"topic":[],"class_list":["post-1279","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yun"],"_links":{"self":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts\/1279","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/comments?post=1279"}],"version-history":[{"count":1,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts\/1279\/revisions"}],"predecessor-version":[{"id":1280,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts\/1279\/revisions\/1280"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/media\/116"}],"wp:attachment":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/media?parent=1279"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/categories?post=1279"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/tags?post=1279"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/topic?post=1279"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}