{"id":47338,"date":"2023-07-14T14:12:46","date_gmt":"2023-02-15T06:11:05","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90aws%e3%80%91%e6%95%b4%e7%90%86%e5%ad%a6%e4%b9%a0aws%e7%94%a8%e8%af%ad-%e7%ac%ac8%e9%83%a8%e5%88%86-aws-glue\/"},"modified":"2024-04-30T13:32:32","modified_gmt":"2024-04-30T05:32:32","slug":"%e3%80%90aws%e3%80%91%e6%95%b4%e7%90%86%e5%ad%a6%e4%b9%a0aws%e7%94%a8%e8%af%ad-%e7%ac%ac8%e9%83%a8%e5%88%86-aws-glue","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90aws%e3%80%91%e6%95%b4%e7%90%86%e5%ad%a6%e4%b9%a0aws%e7%94%a8%e8%af%ad-%e7%ac%ac8%e9%83%a8%e5%88%86-aws-glue\/","title":{"rendered":"\u3010AWS\u3011\u6574\u7406\u5b66\u4e60AWS\u7528\u8bed – \u7b2c8\u90e8\u5206 AWS Glue"},"content":{"rendered":"

\u3010AWS\u3011\u901a\u8fc7\u6574\u7406\u672f\u8bed\u5b66\u4e60AWS – \u7b2c8\u90e8\u5206 AWS Glue<\/h1>\n

\u9996\u5148<\/h2>\n

\u8fd9\u7bc7\u6587\u7ae0\u662f\u901a\u8fc7Cloud Tech\u5b66\u4e60AWS Glue\uff08\u4ee5\u4e0b\u7b80\u79f0Glue\uff09\u7684\u6587\u7ae0\u3002\u4e3b\u8981\u5185\u5bb9\u662f\u4ee5\u5b9e\u8df5\u65f6\u7684\u7b14\u8bb0\u4e3a\u4e3b\u8981\u5199\u4f5c\u5185\u5bb9\uff08\u5305\u62ec\u6613\u5fd8\u4e8b\u9879\u7b49\uff09\u3002\u5982\u679c\u6709\u9519\u8bef\uff0c\u5c06\u8fdb\u884c\u4fee\u6b63\u3002<\/p>\n

\u8fd9\u6b21\u6211\u4eec\u4f7f\u7528\u4e86\u4e91\u6280\u672f\u6765\u5b66\u4e60RDS\u548cS3\u3002<\/p>\n

AWS Glue\u662f\u4ec0\u4e48<\/h2>\n

Glue \u662f\u4e00\u9879\u5b8c\u5168\u6258\u7ba1\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\uff0c\u53ef\u4ee5\u5728AWS\u4e0a\u5b9a\u4e49\u548c\u6267\u884cETL\u64cd\u4f5c\u3002
\n\u5b83\u4f7f\u7528\u5728AWS\u4e0a\u6784\u5efa\u7684\u6570\u636e\u6e56\u4f5c\u4e3a\u6570\u636e\u6e90\uff0c\u901a\u8fc7\u65e0\u9700\u7f16\u7801\u7684\u65b9\u5f0f\u521b\u5efa\u548c\u6267\u884c\u5206\u6790\u4efb\u52a1\u3002<\/p>\n

\u4f8b\u5982\uff0c\u50cfAmazon Redshift\u3001Amazon S3\u3001Amazon RDS\u7b49\u6570\u636e\u5b58\u50a8\u548c\u6570\u636e\u5e93\u670d\u52a1\u53ef\u4ee5\u4f5c\u4e3aGlue\u7684\u5206\u6790\u5bf9\u8c61\u3002
\n\u6b64\u5916\uff0c\u5728\u6240\u9700\u7684\u5143\u4fe1\u606f\u4e2d\uff0c\u4f8b\u5982\u6570\u636e\u5e93\u7684\u5217\u540d\u548cETL\u6240\u9700\u7684\u5934\u4fe1\u606f\u53ef\u4ee5\u4f7f\u7528\u722c\u866b\u8fdb\u884c\u83b7\u53d6\u3002<\/p>\n

\u4f60\u8bf4\u7684\u201c\u6570\u636e\u6e56\u201d\uff1f\u8fd8\u662f\u201cETL\u201d\uff1f\u8fd8\u662f\u201c\u722c\u866b\u201d\uff1f\u6709\u597d\u591a\u6211\u4e0d\u61c2\u7684\u672f\u8bed\u554a…<\/p>\n

\u6570\u636e\u6e56\u662f\u4ec0\u4e48\uff1f<\/h2>\n

\u5c06\u5b58\u50a8\u4e0d\u540c\u6570\u636e\u7c7b\u578b\u7684\u4ed3\u5e93\u6216\u6570\u636e\u805a\u5408\u73af\u5883\u79f0\u4e3a\u6570\u636e\u6e56\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u4e91\u8ba1\u7b97\uff08AWS\uff09\u5c06\u6570\u636e\u6e56\u5b9a\u4e49\u4e3a\u4ee5\u4e0b\u65b9\u5f0f\u3002<\/p>\n

\u6570\u636e\u6e56\u662f\u4e00\u4e2a\u7edf\u4e00\u5b58\u50a8\u5e93\uff0c\u53ef\u4ee5\u4fdd\u5b58\u6240\u6709\u7ed3\u6784\u5316\u6570\u636e\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u65e0\u8bba\u89c4\u6a21\u5927\u5c0f\u3002\u7531\u4e8e\u53ef\u4ee5\u76f4\u63a5\u5b58\u50a8\u6570\u636e\uff0c\u56e0\u6b64\u4e0d\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u7ed3\u6784\u5316\u5904\u7406\u3002\u540c\u65f6\uff0c\u53ef\u4ee5\u6267\u884c\u5404\u79cd\u7c7b\u578b\u7684\u5206\u6790\uff0c\u5982\u4eea\u8868\u76d8\u548c\u53ef\u89c6\u5316\u3001\u5927\u6570\u636e\u5904\u7406\u3001\u5b9e\u65f6\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\uff0c\u4ece\u800c\u5e2e\u52a9\u505a\u51fa\u51c6\u786e\u7684\u51b3\u7b56\u3002<\/p><\/blockquote>\n

\u6570\u636e\u6e56\u7684\u5b9a\u4e49<\/p>\n

\u7b80\u5355\u6765\u8bf4\uff0c\u6570\u636e\u6e56\u662f\u4e00\u4e2a\u73af\u5883\uff0c\u5176\u4e2d\u5305\u542b\u4e86\u4ee5\u5173\u7cfb\u578b\u6570\u636e\u5e93\u3001NoSQL\u6570\u636e\u5e93\u3001CSV\u7b49\u683c\u5f0f\u4fdd\u5b58\u7684\u6587\u672c\u6587\u4ef6\u3002\u5bf9\u4e8e\u6267\u884c\u6570\u636e\u5206\u6790\u7684\u4eba\u6765\u8bf4\uff0c\u5b83\u662f\u975e\u5e38\u91cd\u8981\u7684\u73af\u5883\u4e4b\u4e00\u3002\u6570\u636e\u5b58\u50a8\u5e93\u548c\u6570\u636e\u6d41\u4e5f\u662f\u6570\u636e\u6e56\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

\u57fa\u4e8e\u8fd9\u4e9b\u6570\u636e\u6e90\uff0c\u6211\u4eec\u5bf9\u6570\u636e\u8fdb\u884c\u5904\u7406\u5e76\u4fdd\u5b58\u5230\u56fe\u8868\u4e2d\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u88ab\u79f0\u4e3aETL\u3002<\/p>\n

ETL\u7684\u542b\u4e49\u662f\u4ec0\u4e48\uff1f<\/h2>\n

ETL\u662fExtract Transform Load\u7684\u7f29\u5199\u3002
\n\u5177\u4f53\u6765\u8bf4\uff0cETL\u662f\u6307\u5c06\u539f\u59cb\u6570\u636e\uff08Raw Data\uff09\u8fdb\u884c\u62bd\u53d6\u5e76\u8f6c\u6362\u6210\u7279\u5b9a\u683c\u5f0f\u540e\u4fdd\u5b58\u7684\u8fc7\u7a0b\u3002<\/p>\n

ETL \u7684\u4e3b\u8981\u76ee\u7684\u662f\u521b\u5efa\u7528\u4e8e\u8fdb\u884c\u6709\u610f\u4e49\u7684\u53ef\u89c6\u5316\u7684\u6570\u636e\u3002<\/p>\n

\u7531\u4e8e\u6df1\u5165\u63a2\u8ba8\u4f1a\u5f62\u6210\u4e00\u7bc7\u6587\u7ae0\uff0c\u6240\u4ee5\u8fd9\u6b21\u8df3\u8fc7\u4e86\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5728\u5c06\u6570\u636e\u53ef\u89c6\u5316\u4e4b\u524d\uff0c\u62bd\u53d6\u3001\u8f6c\u6362\u548c\u52a0\u8f7d\u7684\u4e00\u7cfb\u5217\u64cd\u4f5c\u88ab\u79f0\u4e3aETL\u3002<\/p>\n

\u6211\u5df2\u7ecf\u89e3\u91ca\u4e86ETL\uff0c\u4f46\u5982\u679c\u8981\u5bf9\u7279\u5b9a\u6570\u636e\u6267\u884cETL\uff0c\u5219\u9700\u8981\u63d0\u4f9b\u63cf\u8ff0\u6570\u636e\u7684\u5934\u4fe1\u606f\u548c\u5143\u6570\u636e\u3002
\n\u4f8b\u5982\uff0c\u5982\u679c\u662fCSV\u6587\u4ef6\uff0c\u5219\u9700\u8981\u63d0\u4f9b\u7b2c\u4e00\u884c\u7684\u5934\u4fe1\u606f\uff1b\u5982\u679c\u662f\u6570\u636e\u5e93\uff0c\u5219\u9700\u8981\u63d0\u4f9b\u6a21\u5f0f\u4fe1\u606f\u3002
\n\u8fd9\u4e9b\u4fe1\u606f\u5c06\u7531\u722c\u866b\u83b7\u53d6\u3002<\/p>\n

\u722c\u866b\u662f\u4ec0\u4e48\u610f\u601d\uff1f<\/h2>\n

\u8fd9\u4e2a\u529f\u80fd\u662f\u7528\u4e8e\u83b7\u53d6\u5206\u6790\u5bf9\u8c61\u7684\u6807\u5934\u4fe1\u606f\u548c\u5143\u6570\u636e\u3002\u5728\u6700\u8fd1\u7684\u5206\u6790\u5de5\u5177\u4e2d\uff0c\u5f88\u591a\u65f6\u5019\u6570\u636e\u4f1a\u5728\u4e0eSaaS\u534f\u540c\u65f6\u81ea\u52a8\u83b7\u53d6\u3002\u901a\u8fc7\u722c\u866b\u83b7\u53d6\u7684\u6570\u636e\u5c06\u7528\u4e8eETL\u7684\u63a7\u5236\u3002<\/p>\n

\u5728Web\u6280\u672f\u4e2d\uff0c\u4e5f\u6709\u4e00\u4e2a\u79f0\u4e3a”\u722c\u866b”\u7684\u8bcd\u8bed\uff0c\u5b83\u6307\u7684\u662f\u6536\u96c6\u6570\u636e\u548c\u56fe\u7247\uff0c\u4e5f\u5c31\u662f\u83b7\u53d6\u6570\u636e\u7684\u610f\u601d\u3002<\/p>\n

\u5982\u679c\u8981\u5728Glue\u4e0a\u6267\u884c\u6570\u636e\u5206\u6790\uff0c\u5219\u9700\u8981\u521b\u5efa\u5e76\u6267\u884c\u4e00\u4e2a\u7f51\u9875\u722c\u866b\uff0c\u7136\u540e\u6839\u636e\u7f51\u9875\u722c\u866b\u7684\u5185\u5bb9\u6267\u884cETL\u3002
\n\u5728\u6267\u884cETL\u65f6\uff0cGlue\u4f7f\u7528\u4f5c\u4e1a\u4f5c\u4e3a\u6267\u884cETL\u7684\u5355\u4f4d\u3002<\/p>\n

\u804c\u4e1a\uff08zh\u00ed y\u00e8\uff09\u662f\u4ec0\u4e48\uff1f<\/h2>\n

\u8fd9\u662f\u4e00\u4e2a\u5305\u542b\u6267\u884cETL\u64cd\u4f5c\u7684Glue\u4efb\u52a1\u3002\u901a\u8fc7\u8bbe\u7f6e\u8c03\u5ea6\uff0c\u53ef\u4ee5\u8ba9Glue\u81ea\u52a8\u6267\u884cETL\u64cd\u4f5c\u3002<\/p>\n

\u53ef\u4ee5\u88abGlue\u5904\u7406\u7684\u670d\u52a1<\/h2>\n

\u6211\u5df2\u7ecf\u5927\u81f4\u4ecb\u7ecd\u4e86Glue\u7684\u76f8\u5173\u672f\u8bed\u3002<\/p>\n

Glue\u662f\u4e00\u9879\u53ef\u4ee5\u5728AWS\u4e0a\u5bf9\u6570\u636e\u6e56\u8fdb\u884c\u5206\u6790\u7684\u670d\u52a1\u3002\u6570\u636e\u6e90\u5305\u62ec\u6570\u636e\u5b58\u50a8\u548c\u6570\u636e\u6d41\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2<\/p>\n

Amazon S3
\nAmazon Relational Database Service (Amazon RDS)
\nJDBC \u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\u306a\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9
\nAmazon DynamoDB
\nMongoDB \u3068 Amazon DocumentDB (MongoDB \u4e92\u63db)<\/p>\n

\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0<\/p>\n

Amazon Kinesis Data Streams
\nApache Kafka<\/p>\n

AWS Glue\u7684\u673a\u5236<\/p>\n

\u9700\u6ce8\u610f\u7684\u4e8b\u9879<\/h2>\n

\u6839\u636e\u7528\u6cd5\u548c\u9700\u6c42\u7684\u4e0d\u540c\uff0cAWS\u4e0a\u7684\u6570\u636e\u6e56\u4e5f\u53ef\u4ee5\u90e8\u7f72\u5728\u672a\u8fde\u63a5\u4e92\u8054\u7f51\u7684\u79c1\u4eba\u7f51\u7edc\u4e2d\u3002<\/p>\n

\u4f8b\u5982\uff0c\u4e3b\u8981\u7684Amazon RDS\u4e0d\u4f1a\u653e\u7f6e\u5728\u516c\u5171\u7f51\u7edc\u4e0a\u3002
\n\u7279\u522b\u662f\u5305\u542bPII\u4fe1\u606f\u7684\u6570\u636e\u5e93\uff0c\u6211\u8ba4\u4e3a\u4e0d\u4f1a\u653e\u7f6e\u5728\u516c\u5171\u7f51\u7edc\u4e2d\u3002<\/p>\n

\u82e5\u8981\u5c06\u90e8\u7f72\u5728\u6b64\u7c7b\u79c1\u6709\u7f51\u7edc\u4e2d\u7684RDS\u4e0eGlue\u8fde\u63a5\u8d77\u6765\uff0c\u9700\u8981\u5efa\u7acbRDS\u7684\u81ea\u5f15\u7528\u5b89\u5168\u7ec4\u89c4\u5219\u3002<\/p>\n

\u8ba9\u6211\u4eec\u57fa\u4e8e\u8fd9\u4e9b\u6765\u770b\u4e00\u4e0b\u8fde\u63a5RDS\u548cGlue\u7684\u6d41\u7a0b\u3002<\/p>\n

\u203b\u81ea\u5df1\u8bbe\u5b9a\u89c4\u5219<\/p>\n

\u4f7f\u7528Glue\u6267\u884cETL\u5e76\u4fdd\u5b58\u7ed3\u679c\u7684\u6d41\u7a0b\u3002<\/h2>\n

\u8981\u5c06RDS\u548cGlue\u8fde\u63a5\u8d77\u6765\uff0c\u4e3b\u8981\u9700\u8981\u7ecf\u8fc78\u4e2a\u6b65\u9aa4\u3002\u5f53\u7136\uff0c\u5982\u679c\u6d89\u53ca\u5230\u9700\u8981VPC\uff08\u865a\u62df\u79c1\u6709\u4e91\uff09\u7684\u670d\u52a1\uff0c\u90a3\u4e48Glue\u5c31\u9700\u8981\u80fd\u591f\u8bbf\u95eeVPC\uff0c\u8fd8\u6709\u4e4b\u524d\u63d0\u5230\u8fc7\u7684\u81ea\u5f15\u7528\u89c4\u5219\u7684\u5b89\u5168\u7ec4\u4e5f\u662f\u5fc5\u9700\u7684\u3002<\/p>\n

    \n
  1. \n
      \u521b\u5efaIAM\u7b56\u7565\u548c\u89d2\u8272<\/ol>\n<\/li>\n<\/ol>\n

       <\/p>\n

        \n
      1. \n
          \u5efa\u7acb\u4e0e\u6570\u636e\u6e90\u7684\u8fde\u63a5<\/ol>\n<\/li>\n<\/ol>\n

           <\/p>\n

            \n
          1. \n
              \u5728Glue\u4e0a\u521b\u5efa\u6570\u636e\u5e93<\/ol>\n<\/li>\n<\/ol>\n

               <\/p>\n

                \n
              1. \n
                  \u521b\u5efa\u722c\u866b<\/ol>\n<\/li>\n<\/ol>\n

                   <\/p>\n

                    \n
                  1. \n
                      \u8fd0\u884c\u722c\u866b<\/ol>\n<\/li>\n<\/ol>\n

                       <\/p>\n

                        \n
                      1. \n
                          \u521b\u5efaETL<\/ol>\n<\/li>\n<\/ol>\n

                           <\/p>\n

                            \n
                          1. \n
                              \u8fd0\u884cETL<\/ol>\n<\/li>\n<\/ol>\n

                               <\/p>\n

                                \u5c06\u6570\u636e\u8f93\u51fa\u5230\u7279\u5b9a\u7684\u6570\u636e\u5b58\u50a8\u548c\u6570\u636e\u5e93\u670d\u52a1\u4e2d<\/ol>\n

                                \u603b\u7ed3<\/h2>\n

                                \u5c3d\u7ba1AWS Glue\u4f5c\u4e3a\u5206\u6790\u670d\u52a1\u975e\u5e38\u4f18\u79c0\uff0c\u4f46\u7531\u4e8e\u7ba1\u7406\u63a7\u5236\u53f0\u754c\u9762\u5206\u4e3a\u4f20\u7edf\u9875\u9762\u548c\u975e\u4f20\u7edf\u9875\u9762\uff0c\u4f7f\u5f97\u5b83\u7ed9\u4eba\u4e00\u79cd\u975e\u5e38\u68d8\u624b\u7684\u5370\u8c61\u3002<\/p>\n

                                \u4f46\u662f\uff0cETL\u53ef\u4ee5\u57fa\u4e8eUI\u8fdb\u884c\u65e0\u4ee3\u7801\u5b9e\u73b0\u7b49\u65b9\u9762\u7684\u529f\u80fd\uff0c\u56e0\u6b64\u5bf9\u4e8e\u5e0c\u671b\u5feb\u901f\u8fdb\u884c\u5206\u6790\u7684\u4eba\u6765\u8bf4\u53ef\u80fd\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u670d\u52a1\u3002<\/p>\n

                                \u7ed3\u675f<\/h2>\n","protected":false},"excerpt":{"rendered":"

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