{"id":6691,"date":"2024-11-14T11:55:50","date_gmt":"2024-11-14T03:55:50","guid":{"rendered":"https:\/\/fwq.ai\/blog\/6691\/"},"modified":"2024-11-14T11:55:50","modified_gmt":"2024-11-14T03:55:50","slug":"%e5%a6%82%e4%bd%95%e5%b0%86-aws-glue-%e7%88%ac%e7%bd%91%e7%a8%8b%e5%ba%8f%e4%b8%8e-amazon-athena-%e7%bb%93%e5%90%88%e4%bd%bf%e7%94%a8","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/6691\/","title":{"rendered":"\u5982\u4f55\u5c06 AWS Glue \u722c\u7f51\u7a0b\u5e8f\u4e0e Amazon Athena \u7ed3\u5408\u4f7f\u7528"},"content":{"rendered":"

\n \u4f5c\u4e3a\u6570\u636e\u4e13\u4e1a\u4eba\u5458\uff0c\u60a8\u9700\u8981\u5904\u7406\u6765\u81ea\u5404\u79cd\u6765\u6e90\u7684\u5927\u91cf\u6570\u636e\u3002\u8fd9\u53ef\u80fd\u4f1a\u7ed9\u6570\u636e\u7ba1\u7406\u548c\u5206\u6790\u5e26\u6765\u6311\u6218\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u4e24\u9879 aws \u670d\u52a1\u53ef\u4ee5\u63d0\u4f9b\u5e2e\u52a9\uff1aaws glue \u548c amazon athena\u3002\n<\/p><\/blockquote>\n

\u5f53\u60a8\u96c6\u6210\u8fd9\u4e9b\u670d\u52a1\u65f6\uff0c\u60a8\u5c31\u91ca\u653e\u4e86 AWS \u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u6570\u636e\u53d1\u73b0\u3001\u7f16\u76ee\u548c\u67e5\u8be2\u3002\u8ba9\u6211\u4eec \u4e86\u89e3\u4ed6\u4eec\u5982\u4f55\u7b80\u5316\u60a8\u7684\u6570\u636e\u5206\u6790\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n

\"\u5982\u4f55\u5c06<\/p>\n

\u4ec0\u4e48\u662f AWS Glue\uff1f<\/h2>\n

AWS Glue \u662f\u4e00\u79cd\u65e0\u670d\u52a1\u5668\u6258\u7ba1\u670d\u52a1\uff0c\u53ef\u8ba9\u60a8\u53d1\u73b0\u3001\u51c6\u5907\u3001 \u79fb\u52a8\u548c\u96c6\u6210\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u6570\u636e\u3002\u4f5c\u4e3a\u6570\u636e\u96c6\u6210 \u670d\u52a1\uff0cAWS Glue \u8ba9\u60a8\u80fd\u591f\u96c6\u4e2d\u7ba1\u7406\u6570\u636e \u4f4d\u7f6e\uff0c\u800c\u65e0\u9700\u7ba1\u7406\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n

\u4ec0\u4e48\u662f AWS Glue \u722c\u7f51\u7a0b\u5e8f\uff1f<\/h2>\n

Glue\u722c\u866b\u662f\u626b\u63cf\u6570\u636e\u7684\u81ea\u52a8\u5316\u6570\u636e\u53d1\u73b0\u5de5\u5177 \u81ea\u52a8\u5bf9\u5176\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u5206\u7c7b\u3001\u5206\u7ec4\u548c\u7f16\u76ee\u3002 \u7136\u540e\uff0c\u5b83\u4f1a\u5728\u60a8\u7684 AWS Glue \u6570\u636e\u4e2d\u521b\u5efa\u65b0\u8868\u6216\u66f4\u65b0\u73b0\u6709\u8868 \u76ee\u5f55\u3002<\/p>\n

\u4ec0\u4e48\u662f Glue \u6570\u636e\u76ee\u5f55\uff1f<\/h2>\n

AWS Glue \u6570\u636e\u76ee\u5f55\u662f\u6570\u636e\u4f4d\u7f6e\u7684\u7d22\u5f15\uff0c \u67b6\u6784\u548c\u8fd0\u884c\u65f6\u6307\u6807\u3002\u60a8\u9700\u8981\u6b64\u4fe1\u606f\u6765\u521b\u5efa\u548c \u76d1\u63a7\u60a8\u7684\u63d0\u53d6\u3001\u8f6c\u6362\u548c\u52a0\u8f7d (ETL) \u4f5c\u4e1a\u3002 <\/p>\n

\u4e3a\u4ec0\u4e48\u4f7f\u7528 Amazon Athena \u548c AWS Glue\uff1f<\/h2>\n

\u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u4ecb\u7ecd\u4e86Amazon Athena\u3001AWS Glue \u548c AWS \u7684\u57fa\u7840\u77e5\u8bc6 \u80f6\u6c34\u722c\u866b\uff0c\u8ba9\u6211\u4eec\u66f4\u6df1\u5165\u5730\u8ba8\u8bba\u4e00\u4e0b\u5b83\u4eec\u3002<\/p>\n

4 \u4e2a\u4e3b\u8981 Amazon Athena \u4f7f\u7528\u6848\u4f8b<\/h3>\n

Amazon Athena \u63d0\u4f9b\u4e86\u4e00\u79cd\u7b80\u5316\u3001\u7075\u6d3b\u7684\u5206\u6790\u65b9\u6cd5 PB \u7ea7\u6570\u636e\u5c31\u5728\u5b83\u4eec\u6240\u5728\u7684\u5730\u65b9\u3002\u4f8b\u5982\uff0cAthena \u53ef\u4ee5\u5206\u6790 \u4ece Amazon Simple Storage Service (S3) \u83b7\u53d6\u6570\u636e\u6216\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f \u6570\u636e\u6e56\u548c 30 \u4e2a\u6570\u636e\u6e90\uff0c\u5305\u62ec\u672c\u5730\u6570\u636e\u6e90\u6216 \u4f7f\u7528 SQL \u6216 Python \u7684\u5176\u4ed6\u4e91\u7cfb\u7edf\u3002 <\/p>\n

Amazon Athena \u6709\u56db\u79cd\u4e3b\u8981\u7528\u4f8b\uff1a<\/p>\n

    \n
  1. \n

    \u5728 S3\u3001\u672c\u5730\u6570\u636e\u4e2d\u5fc3\u6216\u5176\u4ed6\u4e91\u4e0a\u8fd0\u884c\u67e5\u8be2<\/p>\n<\/li>\n

  2. \n

    \u4e3a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u51c6\u5907\u6570\u636e<\/p>\n<\/li>\n

  3. \n

    \u5728 SQL \u67e5\u8be2\u6216 Python \u4e2d\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b \u7b80\u5316\u590d\u6742\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u5f02\u5e38\u68c0\u6d4b\u3001\u5ba2\u6237\u7fa4\u4f53 \u5206\u6790\u548c\u9500\u552e\u9884\u6d4b<\/p>\n<\/li>\n

  4. \n

    \u6267\u884c\u591a\u4e91\u5206\u6790\uff08\u4f8b\u5982\u5728 Azure \u4e2d\u67e5\u8be2\u6570\u636e\uff09 Synapse Analytics\uff0c\u7136\u540e\u901a\u8fc7 Amazon \u5c06\u7ed3\u679c\u53ef\u89c6\u5316 QuickSight)<\/p>\n<\/li>\n<\/ol>\n

    3 \u4e2a\u5173\u952e AWS Glue \u4f7f\u7528\u6848\u4f8b<\/h3>\n

    \u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u4ecb\u7ecd\u4e86 Amazon Athena\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u6765\u8c08\u8c08 AWS Glue\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528 AWS Glue \u6267\u884c\u4e00\u4e9b\u4e0d\u540c\u7684\u64cd\u4f5c\u3002 <\/p>\n

    \u9996\u5148\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 AWS Glue \u6570\u636e\u96c6\u6210\u5f15\u64ce\uff0c\u5b83\u5141\u8bb8\u60a8 \u4ece\u51e0\u4e2a\u4e0d\u540c\u7684\u6765\u6e90\u83b7\u53d6\u6570\u636e\u3002\u8fd9\u5305\u62ec\u4e9a\u9a6c\u900a S3\u3001 Amazon DynamoDB \u548c Amazon RDS \u4ee5\u53ca\u5728 Amazon \u4e0a\u8fd0\u884c\u7684\u6570\u636e\u5e93 EC2\uff08\u4e0e AWS Glue \u5de5\u4f5c\u5ba4\u96c6\u6210\uff09\u548c AWS Glue for Ray\u3001Python \u58f3\u724c\u548c\u963f\u5e15\u5947\u706b\u82b1\u3002 <\/p>\n

    \u4e00\u65e6\u6570\u636e\u88ab\u8fde\u63a5\u548c\u8fc7\u6ee4\uff0c\u5b83\u5c31\u53ef\u4ee5\u4e0e \u52a0\u8f7d\u6216\u521b\u5efa\u6570\u636e\u7684\u4f4d\u7f6e\uff0c\u6b64\u5217\u8868\u6269\u5c55\u4e3a\u5305\u542b\u6765\u81ea\u4ee5\u4e0b\u4f4d\u7f6e\u7684\u6570\u636e Amazon Redshift\u3001\u6570\u636e\u6e56\u548c\u6570\u636e\u4ed3\u5e93\u7b49\u5730\u65b9\u3002<\/p>\n

    \u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528 AWS Glue \u8fd0\u884c ETL \u4f5c\u4e1a\u3002\u8fd9\u4e9b\u5de5\u4f5c\u53ef\u4ee5\u8ba9\u4f60 \u9694\u79bb\u5ba2\u6237\u6570\u636e\uff0c\u4fdd\u62a4\u4f20\u8f93\u4e2d\u548c\u73b0\u573a\u7684\u5ba2\u6237\u6570\u636e \u4f11\u606f\uff0c\u4ec5\u5728\u54cd\u5e94\u5ba2\u6237\u9700\u8981\u65f6\u8bbf\u95ee\u5ba2\u6237\u6570\u636e \u8bf7\u6c42\u3002\u5f53\u914d\u7f6e ETL \u4f5c\u4e1a\u65f6\uff0c\u60a8\u9700\u8981\u505a\u7684\u5c31\u662f\u63d0\u4f9b \u865a\u62df\u4e13\u7528\u4e2d\u7684\u8f93\u5165\u6570\u636e\u6e90\u548c\u8f93\u51fa\u6570\u636e\u76ee\u6807 \u4e91\u3002<\/p>\n

    \u4f7f\u7528 AWS Glue \u7684\u6700\u540e\u4e00\u79cd\u65b9\u6cd5\u662f\u901a\u8fc7\u6570\u636e\u76ee\u5f55 \u5feb\u901f\u53d1\u73b0\u548c\u641c\u7d22\u591a\u4e2a AWS \u6570\u636e\u96c6\uff0c\u800c\u65e0\u9700\u79fb\u52a8 \u6570\u636e\u3002\u6570\u636e\u7f16\u76ee\u540e\uff0c\u53ef\u7acb\u5373\u7528\u4e8e\u641c\u7d22 \u5e76\u4f7f\u7528 Amazon Athena\u3001Amazon EMR \u548c Amazon Redshift \u8fdb\u884c\u67e5\u8be2 \u9891\u8c31\u3002<\/p>\n

    AWS Glue \u5165\u95e8\uff1a\u5982\u4f55\u5c06\u6570\u636e\u4ece AWS Glue \u83b7\u53d6\u5230 Amazon Athena<\/h2>\n

    \u90a3\u4e48\uff0c\u5982\u4f55\u5c06\u6570\u636e\u4ece AWS Glue \u83b7\u53d6\u5230 Amazon Athena \u4e2d\uff1f\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\uff1a<\/p>\n

      \n
    1. \n

      \u9996\u5148\u5c06\u6570\u636e\u4e0a\u4f20\u5230\u6570\u636e\u6e90\u3002\u6700\u53d7\u6b22\u8fce\u7684 \u9009\u9879\u662f S3 \u5b58\u50a8\u6876\uff0c\u4f46 DynamoDB \u8868\u548c Amazon RedShift \u4e5f\u662f \u9009\u9879\u3002 <\/p>\n<\/li>\n

    2. \n

      \u9009\u62e9\u60a8\u7684\u6570\u636e\u6e90\u5e76\u521b\u5efa\u4e00\u4e2a\u5206\u7c7b\u5668\uff0c\u5982\u679c \u5fc5\u8981\u7684\u3002\u5206\u7c7b\u5668\u8bfb\u53d6\u6570\u636e\u5e76\u751f\u6210\u6a21\u5f0f\uff08\u5982\u679c\u6ee1\u8db3\uff09 \u8bc6\u522b\u683c\u5f0f\u3002\u60a8\u53ef\u4ee5\u521b\u5efa\u81ea\u5b9a\u4e49\u5206\u7c7b\u5668\u6765\u67e5\u770b \u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u3002 <\/p>\n<\/li>\n

    3. \n

      \u521b\u5efa\u4e00\u4e2a\u722c\u866b\u3002 <\/p>\n<\/li>\n

    4. \n

      \u8bbe\u7f6e\u722c\u7f51\u7a0b\u5e8f\u7684\u540d\u79f0\uff0c\u7136\u540e\u9009\u62e9\u60a8\u7684\u6570\u636e\u6e90 \u5e76\u6dfb\u52a0\u4efb\u4f55\u81ea\u5b9a\u4e49\u5206\u7c7b\u5668\u4ee5\u786e\u4fdd AWS Glue \u8bc6\u522b \u6570\u636e\u6b63\u786e\u3002<\/p>\n<\/li>\n

    5. \n

      \u8bbe\u7f6e\u8eab\u4efd\u548c\u8bbf\u95ee\u7ba1\u7406 (IAM) \u89d2\u8272\u4ee5\u786e\u4fdd\u722c\u7f51\u7a0b\u5e8f\u53ef\u4ee5\u6b63\u786e\u8fd0\u884c\u6d41\u7a0b\u3002<\/p>\n<\/li>\n

    6. \n

      \u521b\u5efa\u5c06\u4fdd\u5b58\u6570\u636e\u96c6\u7684\u6570\u636e\u5e93\u3002\u8bbe\u7f6e\u722c\u7f51\u7a0b\u5e8f\u7684\u8fd0\u884c\u65f6\u95f4\u548c\u9891\u7387\uff0c\u4ee5\u4f7f\u60a8\u7684\u6570\u636e\u4fdd\u6301\u6700\u65b0\u72b6\u6001\u3002<\/p>\n<\/li>\n

    7. \n

      \u8fd0\u884c\u722c\u7f51\u7a0b\u5e8f\u3002\u6b64\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u4e00\u6bb5\u65f6\u95f4\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e \u6570\u636e\u96c6\u6709\u591a\u5927\u3002\u722c\u866b\u6210\u529f\u8fd0\u884c\u540e\uff0c\u60a8\u5c06 \u67e5\u770b\u6570\u636e\u5e93\u4e2d\u8868\u7684\u66f4\u6539\u3002<\/p>\n<\/li>\n<\/ol>\n

      \u73b0\u5728\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u6b64\u8fc7\u7a0b\uff0c\u60a8\u53ef\u4ee5\u8df3\u8f6c\u5230 Amazon Athena \u5e76\u8fd0\u884c\u60a8\u9700\u8981\u7684\u67e5\u8be2\u6765\u8fc7\u6ee4\u6570\u636e\u5e76\u83b7\u53d6 \u60a8\u6b63\u5728\u5bfb\u627e\u7684\u7ed3\u679c\u3002<\/p>\n

      \u4ee5\u4e0a\u5c31\u662f\u5982\u4f55\u5c06 AWS Glue \u722c\u7f51\u7a0b\u5e8f\u4e0e Amazon Athena \u7ed3\u5408\u4f7f\u7528\u7684\u8be6\u7ec6\u5185\u5bb9\uff0c\u66f4\u591a\u8bf7\u5173\u6ce8\u7c73\u4e91\u7f51\u5176\u5b83\u76f8\u5173\u6587\u7ae0\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"

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