{"id":3817,"date":"2025-09-16T17:59:30","date_gmt":"2025-09-16T09:59:30","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3817"},"modified":"2025-09-16T17:59:30","modified_gmt":"2025-09-16T09:59:30","slug":"adzznhsjjcyfxdxyq","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/adzznhsjjcyfxdxyq\/","title":{"rendered":"AWS Glue\uff1a\u6253\u9020\u667a\u6167\u5316\u8cc7\u6599\u6574\u5408\u8207\u5206\u6790\u7684\u65b0\u5f15\u64ce"},"content":{"rendered":"

\u5728\u6578\u64da\u9a45\u52d5\u7684\u6642\u4ee3\uff0c\u4f01\u696d\u6bcf\u5929\u90fd\u6703\u7522\u751f\u4e26\u63a5\u6536\u4f86\u81ea\u4e0d\u540c\u7cfb\u7d71\u548c\u61c9\u7528\u7684\u5927\u91cf\u6578\u64da\uff1a\u4ea4\u6613\u8a18\u9304\u3001\u7528\u6236\u884c\u70ba\u65e5\u8a8c\u3001\u611f\u6e2c\u5668\u6578\u64da\u3001\u793e\u4ea4\u5a92\u9ad4\u4e92\u52d5\u7b49\u3002\u9019\u4e9b\u6578\u64da\u5f80\u5f80\u5206\u6563\u5728\u4e0d\u540c\u7684\u8cc7\u6599\u5eab\u3001\u6a94\u6848\u7cfb\u7d71\u6216\u96f2\u7aef\u670d\u52d9\u4e2d\uff0c\u65e2\u6709\u7d50\u69cb\u5316\u6578\u64da\uff0c\u4e5f\u6709\u975e\u7d50\u69cb\u5316\u548c\u534a\u7d50\u69cb\u5316\u6578\u64da\u3002\u5982\u4f55\u6709\u6548\u7387\u5730\u6574\u5408\u3001\u6e05\u6d17\u548c\u5206\u6790\u9019\u4e9b\u6578\u64da\uff0c\u6210\u70ba\u4f01\u696d\u5be6\u73fe\u6578\u4f4d\u8f49\u578b\u7684\u95dc\u9375\u3002<\/p>\n

AWS Glue<\/strong> \u4f5c\u70ba\u4e00\u9805\u7121\u4f3a\u670d\u5668\u7684ETL\uff08Extract-Transform-Load\uff0c\u62bd\u53d6\u2014\u8f49\u63db\u2014\u8f09\u5165\uff09\u670d\u52d9\uff0c\u6b63\u662f\u70ba\u4e86\u89e3\u6c7a\u9019\u9805\u6311\u6230\u800c\u751f\u3002\u5b83\u80fd\u5e6b\u52a9\u4f01\u696d\u81ea\u52d5\u767c\u73fe\u3001\u6e96\u5099\u548c\u6574\u5408\u6578\u64da\uff0c\u4e26\u8207AWS \u7684\u5927\u6578\u64da\u548cAI\/ML \u670d\u52d9\u7121\u7e2b\u929c\u63a5\uff0c\u8b93\u6578\u64da\u66f4\u5feb\u3001\u66f4\u8070\u660e\u5730\u767c\u63ee\u50f9\u503c\u3002<\/p>\n

 <\/p>\n

AWS Glue \u7684\u6838\u5fc3\u80fd\u529b<\/h4>\n
    \n
  1. \n

    \u7121\u4f3a\u670d\u5668\u67b6\u69cb\uff08Serverless\uff09<\/strong>
    AWS Glue \u5b8c\u5168\u8a17\u7ba1\uff0c\u4e0d\u9700\u8981\u4f01\u696d\u81ea\u5efa\u6216\u7ba1\u7406\u4f3a\u670d\u5668\uff0c\u4e5f\u4e0d\u5fc5\u95dc\u5fc3\u5e95\u5c64\u7684\u53e2\u96c6\u914d\u7f6e\u548c\u8cc7\u6e90\u4f38\u7e2e\u3002\u4f7f\u7528\u8005\u53ea\u9700\u5b9a\u7fa9\u4efb\u52d9\u908f\u8f2f\uff0cGlue \u6703\u81ea\u52d5\u5206\u914d\u8cc7\u6e90\u4e26\u512a\u5316\u904b\u4f5c\u6548\u7387\u3002<\/p>\n<\/li>\n

  2. \n

    \u8cc7\u6599\u76ee\u9304\uff08Data Catalog\uff09<\/strong>
    Glue \u7684Data Catalog \u76f8\u7576\u65bc\u4f01\u696d\u7684\u300c\u8cc7\u6599\u8cc7\u7522\u7ba1\u7406\u4e2d\u5fc3\u300d\u3002\u5b83\u53ef\u4ee5\u81ea\u52d5\u722c\u53d6\u4e0d\u540c\u4f86\u6e90\u4e2d\u7684\u5143\u6578\u64da\uff0c\u70ba\u8cc7\u6599\u8ce6\u4e88\u7d71\u4e00\u7684\u7d50\u69cb\u5316\u63cf\u8ff0\uff0c\u65b9\u4fbf\u5f8c\u7e8c\u67e5\u8a62\u8207\u6cbb\u7406\u3002<\/p>\n<\/li>\n

  3. \n

    \u81ea\u52d5\u5316ETL<\/strong>
    \u900f\u904e\u5167\u5efa\u7684\u722c\u87f2\uff08Crawler\uff09\uff0cGlue \u80fd\u81ea\u52d5\u8fa8\u8b58\u8cc7\u6599\u683c\u5f0f\u548c\u67b6\u69cb\uff0c\u7522\u751f\u5c0d\u61c9\u7684ETL \u8173\u672c\uff08\u57fa\u65bcApache Spark\uff09\u3002\u9019\u5927\u5927\u6e1b\u5c11\u4e86\u624b\u52d5\u7de8\u5beb\u7a0b\u5f0f\u78bc\u7684\u5de5\u4f5c\u91cf\u3002<\/p>\n<\/li>\n

  4. \n

    \u5ee3\u6cdb\u7684\u8cc7\u6599\u4f86\u6e90\u652f\u63f4<\/strong>
    Glue \u53ef\u7121\u7e2b\u6574\u5408Amazon S3\u3001Amazon Redshift\u3001Amazon RDS\u3001Amazon DynamoDB \u4ee5\u53ca\u7b2c\u4e09\u65b9\u8cc7\u6599\u5eab\uff0c\u4e26\u80fd\u8655\u7406JSON\u3001CSV\u3001Parquet\u3001ORC \u7b49\u591a\u7a2e\u8cc7\u6599\u683c\u5f0f\u3002<\/p>\n<\/li>\n

  5. \n

    \u8207\u8cc7\u6599\u6e56\u548c\u5206\u6790\u5de5\u5177\u6df1\u5ea6\u6574\u5408<\/strong><\/p>\n

      \n
    • \n

      \u914d\u5408Amazon S3 \u642d\u5efa\u8cc7\u6599\u6e56<\/p>\n<\/li>\n

    • \n

      \u8207Amazon Athena\u3001Amazon Redshift\u3001Amazon EMR \u7b49\u5de5\u5177\u5408\u4f5c<\/p>\n<\/li>\n

    • \n

      \u76f4\u63a5\u652f\u63f4Amazon SageMaker\uff0c\u5354\u52a9\u6a5f\u5668\u5b78\u7fd2\u5834\u666f<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n

       <\/p>\n

      \u5178\u578b\u61c9\u7528\u5834\u666f<\/h4>\n
        \n
      1. \n

        \u8de8\u7cfb\u7d71\u8cc7\u6599\u96c6\u6210<\/strong>
        \u5c07ERP\u3001CRM\u3001IoT \u5e73\u53f0\u7b49\u7cfb\u7d71\u7684\u8cc7\u6599\u96c6\u4e2d\u5230S3 \u8cc7\u6599\u6e56\uff0c\u501f\u52a9Glue \u7d71\u4e00\u6e05\u6d17\u548c\u5efa\u6a21\uff0c\u5e6b\u52a9\u4f01\u696d\u7372\u5f97\u5168\u5c40\u8996\u89d2\u3002<\/p>\n<\/li>\n

      2. \n

        \u5373\u6642\u8207\u6279\u91cfETL<\/strong>
        \u7121\u8ad6\u662f\u6bcf\u65e5\u6279\u91cf\u5c0e\u5165\u4ea4\u6613\u65e5\u8a8c\uff0c\u9084\u662f\u5373\u6642\u8655\u7406IoT \u611f\u6e2c\u5668\u6578\u64da\uff0cGlue \u90fd\u80fd\u63d0\u4f9b\u53ef\u64f4\u5c55\u4e14\u9ad8\u6548\u7684\u65b9\u6848\u3002<\/p>\n<\/li>\n

      3. \n

        \u8cc7\u6599\u6cbb\u7406\u8207\u5408\u898f<\/strong>
        Glue Data Catalog \u8b93\u8cc7\u6599\u66f4\u5bb9\u6613\u7ba1\u7406\uff0c\u7d50\u5408AWS Lake Formation \u53ef\u4ee5\u5be6\u73fe\u5b58\u53d6\u63a7\u5236\u8207\u6b0a\u9650\u5be9\u8a08\uff0c\u5e6b\u52a9\u4f01\u696d\u6eff\u8db3GDPR\u3001\u7db2\u8def\u5b89\u5168\u6cd5\u7b49\u5408\u898f\u8981\u6c42\u3002<\/p>\n<\/li>\n

      4. \n

        \u6a5f\u5668\u5b78\u7fd2\u8207\u667a\u6167\u5206\u6790<\/strong>
        \u6e05\u6d17\u5f8c\u7684\u9ad8\u54c1\u8cea\u8cc7\u6599\u53ef\u76f4\u63a5\u6d41\u5411SageMaker \u6a21\u578b\u8a13\u7df4\uff0c\u6216\u5728QuickSight \u4e2d\u7522\u751f\u8996\u89ba\u5316\u5831\u8868\uff0c\u7e2e\u77ed\u8cc7\u6599\u50f9\u503c\u8f49\u63db\u9031\u671f\u3002<\/p>\n<\/li>\n<\/ol>\n

         <\/p>\n

        AWS Glue \u7684\u512a\u52e2<\/h4>\n
          \n
        • \n

          \u4f4e\u904b\u7dad\u6210\u672c<\/strong>\uff1a\u7121\u4f3a\u670d\u5668\u6a21\u5f0f\u6e1b\u5c11\u4e86\u53e2\u96c6\u7dad\u8b77\u8207\u64f4\u5c55\u7684\u4eba\u529b\u6295\u5165\u3002<\/p>\n<\/li>\n

        • \n

          \u958b\u767c\u6548\u7387\u9ad8<\/strong>\uff1a\u81ea\u52d5\u7522\u751fETL \u8173\u672c\uff0c\u5927\u5e45\u964d\u4f4e\u8cc7\u6599\u5de5\u7a0b\u5e2b\u7684\u958b\u767c\u8ca0\u64d4\u3002<\/p>\n<\/li>\n

        • \n

          \u6027\u80fd\u8207\u5f48\u6027\u517c\u5099<\/strong>\uff1aGlue \u57fa\u65bcApache Spark\uff0c\u652f\u63f4\u5927\u898f\u6a21\u5e73\u884c\u8655\u7406\uff0c\u80fd\u5920\u8f15\u9b06\u61c9\u5c0dTB\/PB \u7d1a\u8cc7\u6599\u3002<\/p>\n<\/li>\n

        • \n

          \u8207AWS \u751f\u614b\u7dca\u5bc6\u8026\u5408<\/strong>\uff1aGlue \u4e26\u4e0d\u662f\u4e00\u500b\u5b64\u7acb\u7684\u670d\u52d9\uff0c\u800c\u662fAWS \u8cc7\u6599\u5206\u6790\u8207AI\/ML \u751f\u614b\u7684\u91cd\u8981\u74b0\u7bc0\u3002<\/p>\n<\/li>\n<\/ul>\n

           <\/p>\n

          \u4f01\u696d\u843d\u5730\u7684\u601d\u8003<\/h4>\n

          \u5118\u7ba1AWS Glue \u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u529f\u80fd\uff0c\u4f46\u4f01\u696d\u5728\u843d\u5730\u904e\u7a0b\u4e2d\u4ecd\u9700\u8003\u616e\u4ee5\u4e0b\u554f\u984c\uff1a<\/p>\n

            \n
          1. \n

            \u8cc7\u6599\u4f86\u6e90\u591a\u6a23\u6027<\/strong>\uff1a\u662f\u5426\u6db5\u84cb\u4e86\u4f01\u696d\u73fe\u6709\u8207\u672a\u4f86\u7684\u5168\u90e8\u8cc7\u6599\u578b\u614b\uff1f<\/p>\n<\/li>\n

          2. \n

            \u6210\u672c\u63a7\u5236<\/strong>\uff1aETL \u4efb\u52d9\u7684\u8abf\u5ea6\u983b\u7387\u548c\u8cc7\u6599\u898f\u6a21\uff0c\u76f4\u63a5\u5f71\u97ffGlue \u7684\u4f7f\u7528\u8cbb\u7528\u3002<\/p>\n<\/li>\n

          3. \n

            \u5718\u968a\u6280\u80fd\u5339\u914d<\/strong>\uff1a\u5118\u7ba1Glue \u964d\u4f4e\u4e86\u7a0b\u5f0f\u8a2d\u8a08\u9580\u6abb\uff0c\u4f46\u8907\u96dc\u5834\u666f\u4e0b\u4ecd\u9700\u8981\u5177\u5099Spark \u6216Python \u80fd\u529b\u7684\u8cc7\u6599\u5de5\u7a0b\u5e2b\u3002<\/p>\n<\/li>\n

          4. \n

            \u8cc7\u6599\u6cbb\u7406\u7b56\u7565<\/strong>\uff1a\u5982\u4f55\u8207\u73fe\u6709\u7684\u8cc7\u6599\u6cbb\u7406\u67b6\u69cb\u929c\u63a5\uff0c\u78ba\u4fdd\u8cc7\u6599\u5b89\u5168\u8207\u5408\u898f\u3002<\/p>\n<\/li>\n<\/ol>\n

             <\/p>\n

            \u7d50\u8a9e\uff1aAWS \u4ee3\u7406\u5546\u7684\u50f9\u503c<\/h4>\n

            \u5c0d\u65bc\u6b63\u5728\u63a2\u7d22\u8cc7\u6599\u4e2d\u53f0\u5efa\u7f6e\u3001\u8cc7\u6599\u6e56\u7ba1\u7406\u548cAI \u61c9\u7528\u7684\u4f01\u696d\u4f86\u8aaa\uff0cAWS Glue \u80fd\u5920\u5927\u5e45\u63d0\u5347\u8cc7\u6599\u8655\u7406\u7684\u81ea\u52d5\u5316\u8207\u667a\u6167\u5316\u7a0b\u5ea6\u3002\u4f46Glue \u4e26\u4e0d\u662f\u300c\u5373\u958b\u5373\u7528\u300d\u7684\u842c\u80fd\u5de5\u5177\uff0c\u5408\u7406\u7684\u67b6\u69cb\u8a2d\u8a08\u3001\u8cc7\u6599\u6cbb\u7406\u898f\u5247\u548c\u696d\u52d9\u5834\u666f\u7d50\u5408\uff0c\u624d\u80fd\u771f\u6b63\u91cb\u653e\u8cc7\u6599\u50f9\u503c\u3002<\/p>\n

            \u4f5c\u70ba AWS\u5b98\u65b9\u4ee3\u7406\u5546<\/strong>\uff0c\u6211\u5011\u4e0d\u50c5\u80fd\u70ba\u5ba2\u6236\u63d0\u4f9bGlue \u7684\u63a1\u8cfc\u8207\u958b\u901a\u670d\u52d9\uff0c\u9084\u80fd\u7d50\u5408\u4f01\u696d\u7684\u5be6\u969b\u696d\u52d9\u5834\u666f\uff0c\u63d0\u4f9b\u5f9e\u8cc7\u6599\u4e0a\u96f2\u3001\u67b6\u69cb\u8a2d\u8a08\u5230\u904b\u7dad\u652f\u63f4\u7684\u5168\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u78ba\u4fdd\u4f01\u696d\u6295\u8cc7\u7522\u751f\u6700\u5927\u5316\u7684\u50f9\u503c\u56de\u5831\u3002<\/p>\n

            \u5982\u679c\u60a8\u5e0c\u671b\u5feb\u901f\u5efa\u7acb\u4f01\u696d\u7d1a\u8cc7\u6599\u6574\u5408\u8207\u5206\u6790\u5e73\u53f0\uff0c\u6b61\u8fce\u8207\u6211\u5011\u806f\u7e6b\uff0c\u4e00\u8d77\u63a2\u7d22AWS Glue \u5e36\u4f86\u7684\u6578\u4f4d\u65b0\u6a5f\u6703\u3002<\/p>","protected":false},"excerpt":{"rendered":"

            \u5728\u6578\u64da\u9a45\u52d5\u7684\u6642\u4ee3\uff0c\u4f01\u696d\u6bcf\u5929\u90fd\u6703\u7522\u751f\u4e26\u63a5\u6536\u4f86\u81ea\u4e0d\u540c\u7cfb\u7d71\u548c\u61c9\u7528\u7684\u5927\u91cf\u6578\u64da\uff1a\u4ea4\u6613\u8a18\u9304\u3001\u7528\u6236\u884c\u70ba\u65e5\u8a8c\u3001\u611f\u6e2c\u5668\u6578\u64da\u3001\u793e\u4ea4\u5a92\u9ad4\u4e92\u52d5\u7b49\u3002\u9019\u4e9b\u6578\u64da\u5f80\u5f80\u5206\u6563\u5728\u4e0d\u540c\u7684\u8cc7\u6599\u5eab\u3001\u6a94\u6848\u7cfb\u7d71\u6216\u96f2\u7aef\u670d\u52d9\u4e2d\uff0c\u65e2\u6709\u7d50\u69cb\u5316\u6578\u64da\uff0c\u4e5f\u6709\u975e\u7d50\u69cb\u5316\u548c\u534a\u7d50\u69cb\u5316\u6578\u64da\u3002\u5982\u4f55\u6709\u6548\u7387\u5730\u6574\u5408\u3001\u6e05\u6d17\u548c\u5206\u6790\u9019\u4e9b\u6578\u64da\uff0c\u6210\u70ba\u4f01\u696d\u5be6\u73fe\u6578\u4f4d\u8f49\u578b\u7684\u95dc\u9375\u3002<\/p>","protected":false},"author":1,"featured_media":3818,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-3817","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/3817","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/comments?post=3817"}],"version-history":[{"count":2,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/3817\/revisions"}],"predecessor-version":[{"id":3820,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/3817\/revisions\/3820"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media\/3818"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media?parent=3817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/categories?post=3817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/tags?post=3817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}