\u4f20\u7edf\u6570\u636e\u5e93\u5927\u81f4\u53ef\u4ee5\u5206\u4e3a\u5e76\u884c\u4f18\u5148(\u4f8b\u5982MongoDB\u6216Teradata)\u6216\u5355\u5b58\u50a8\u7cfb\u7edf\u4f18\u5148(\u4f8b\u5982PostgreSQL\u6216MySQL)\u3002\u8fd9\u4e24\u4e2a\u7c7b\u522b\u90fd\u6709\u5176\u6838\u5fc3\u8bbe\u8ba1\u56fa\u6709\u7684\u5c40\u9650\u6027\u3002\u8fd9\u4e9b\u9650\u5236\u7684\u7a0b\u5ea6\u90e8\u5206\u662f\u6210\u719f\u5ea6\u7684\u51fd\u6570\u3002\u4f46\u662f\uff0c\u5bf9\u4e8e\u67d0\u4e9b\u6838\u5fc3\u67b6\u6784\u51b3\u7b56\u6765\u8bf4\uff0c\u53ef\u80fd\u65e0\u6cd5\u6709\u6548\u652f\u6301\u7279\u5b9a\u529f\u80fd\u3002<\/p>\n

\u4f8b\u5982\uff0cGreenplum\u6709\u5e8f\u5217\uff0c\u4f46Redshift\u6ca1\u6709\uff0c\u5c3d\u7ba1\u8fd9\u4e24\u8005\u90fd\u662fPostgreSQL\u7684\u884d\u751f\u7269\u3002\u800cBigQuery\u6ca1\u6709\u5e8f\u5217\uff0c\u4f46Teradata\u6709\u5e8f\u5217\uff0c\u5c3d\u7ba1\u5728\u4f20\u7edf\u610f\u4e49\u4e0a\u5b83\u4eec\u5e76\u4e0d\u662f\u771f\u6b63\u7684\u5e8f\u5217\u3002<\/p>\n

\u4e91\u6570\u636e\u5e93\u5c5e\u4e8e\u76f8\u540c\u7684\u7c7b\u522b\uff0c\u800c\u65b0\u7cfb\u7edf\u660e\u663e\u503e\u5411\u4e8e\u5e76\u884c\u4f18\u5148\u3002\u4e91\u8ba1\u7b97\u7cfb\u7edf\u7684\u57fa\u672c\u5c5e\u6027\u662f\u673a\u5668\u7684\u53ef\u6269\u5c55\u6027\u548c\u53ef\u66ff\u6362\u6027\u7684\u5e76\u884c\u6027\u3002
\n $\"\"$ <\/p>\n

\u5728\u5355\u7cfb\u7edf\u4f18\u5148\u7c7b\u522b\u4e2d\uff0c\u4e91\u8ba1\u7b97\u5b9e\u4f8b\u5316\u5f80\u5f80\u4fa7\u91cd\u4e8e\u4f20\u7edf\u5355\u673a\u4ea7\u54c1\u7684\u7ba1\u7406\u6210\u672c\u3001\u5347\u7ea7\u548c\u53ef\u9760\u6027(RPO\/RTO)\uff0c\u4f8b\u5982Heroku PostgreSQL\u3001Amazon Aurora(PostgreSQL\/MySQL)\u3001Google cloud SQL(PostgreSQL\/MySQL)\u548cAzure SQL(SQL Server)\u3002<\/p>\n

\u5728\u5e76\u884c\u4f18\u5148\u7c7b\u522b\u4e2d\uff0c\u5b9e\u9645\u4e0a\u6709\u4e24\u4e2a\u5b50\u7c7b\u522b\uff1aSQL\/\u5173\u7cfb\u7c7b\u522b(BigQuery\u3001Snowflake\u3001Redshift\u3001Spark\u3001AzureSynapse)\u548cDHT\/NoSQL(BigTable\u3001Dynamo\u3001Cassandra\u3001Redis)\u7c7b\u522b\u3002\u8fd9\u79cd\u533a\u522b\u4e0e\u662f\u5426\u5b58\u5728\u7c7b\u4f3cSQL\u7684\u8bed\u8a00\u5173\u7cfb\u4e0d\u5927\uff0c\u800c\u4e0e\u7cfb\u7edf\u4e2d\u6570\u636e\u7684\u7269\u7406\u5e03\u5c40\u662f\u5426\u7ecf\u8fc7\u8c03\u6574\u4ee5\u4fbf\u901a\u8fc7\u6563\u5217\u5feb\u901f\u67e5\u627e\u952e\u8fdb\u884c\u5355\u884c\u8bbf\u95ee\uff0c\u6216\u8005\u4f7f\u7528\u6392\u5e8f\u5408\u5e76\u548c\u7b5b\u9009\u64cd\u4f5c\u8fdb\u884c\u6279\u91cf\u8bbf\u95ee\u6709\u5173\u3002<\/p>\n

\u5e76\u884c\u4f18\u5148\u5173\u7cfb\u6570\u636e\u5e93\u901a\u5e38\u4f9d\u8d56\u4e8e\u4e00\u4e2a\u6216\u591a\u4e2a\u539f\u751f\u4e91\u5b58\u50a8\u7cfb\u7edf\u3002\u8fd9\u4e9b\u5b58\u50a8\u7cfb\u7edf\u603b\u662f\u5e76\u884c\u4f18\u5148\u6784\u5efa\uff0c\u5e76\u516c\u5f00\u4e00\u4e2a\u975e\u5e38\u6709\u9650\u7684get-object\/put-object API\uff0c\u5b83\u901a\u5e38\u5141\u8bb8\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u533a\uff0c\u4f46\u4e0d\u5141\u8bb8\u9ad8\u6027\u80fd\u968f\u673a\u8bbf\u95ee\u3002\u8fd9\u9650\u5236\u4e86\u6570\u636e\u5e93\u5b9e\u73b0\u9ad8\u7ea7\u6301\u4e45\u6570\u636e\u7ed3\u6784(\u4f8b\u5982\u7d22\u5f15)\uff0c\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u8fd8\u9650\u5236\u4e86\u53ef\u53d8\u6570\u636e\u7684\u80fd\u529b\u3002<\/p>\n

\u56e0\u6b64\uff0c\u4f7f\u7528\u539f\u751f\u5b58\u50a8\u7684\u4e91\u8ba1\u7b97\u5b9e\u73b0\u5f80\u5f80\u4f9d\u8d56\u4e8e\u5fae\u5206\u533a\u7684\u987a\u5e8f\u8bfb\u5199\u800c\u4e0d\u662f\u7d22\u5f15\u3002\u6839\u636e\u5bf9\u8c61\u540d\u79f0\uff0c\u5b58\u50a8\u7ea7\u5bf9\u8c61\u5f80\u5f80\u53ea\u6709\u4e00\u6761\u7269\u7406\u8bbf\u95ee\u8def\u5f84\u3002\u7d22\u5f15\u5fc5\u987b\u5728\u5e95\u5c42\u5b58\u50a8\u7684\u5916\u90e8\u5b9e\u73b0\uff0c\u5373\u4f7f\u8fd9\u6837\u505a\u4e86\uff0c\u5e95\u5c42\u4e91\u5b58\u50a8API\u4e5f\u53ef\u80fd\u4f7f\u5728\u5b58\u50a8\u7ea7\u522b\u5bf9\u8c61\u4e2d\u5b9e\u9645\u4f7f\u7528\u5730\u5740\u6216\u5b57\u8282\u504f\u79fb\u91cf\u53d8\u5f97\u56f0\u96be\u3002<\/p>\n

\u4e91\u8ba1\u7b97\u7684\u4f18\u70b9<\/strong><\/div>\n
(1) \u4e91\u5e73\u53f0\u662f\u4e3a\u7528\u6237\u7ba1\u7406\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/strong><\/span><\/div>\n
\u5728\u4e91\u4e2d\uff0c\u90e8\u7f72\u3001\u53ef\u9760\u6027\u548c\u7ba1\u7406\u662f\u7528\u6237\u5173\u6ce8\u7684\u95ee\u9898\u3002\u4ece\u7535\u6e90\u3001\u8f6f\u4ef6\u5b89\u88c5\u548c\u786c\u4ef6\u5230\u64cd\u4f5c\u7cfb\u7edf\u7ba1\u7406\u548c\u5b89\u5168(\u4ece\u52a0\u56fa\u5230\u5165\u4fb5\u68c0\u6d4b)\u7684\u5806\u6808\u7684\u6240\u6709\u5c42\u90fd\u7531\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u7ba1\u7406\u3002<\/p>\n
\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u514d\u8d39\u8bd5\u7528\u4ea7\u54c1\u7684\u4fbf\u5229\u6027\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u542f\u52a8\u5e76\u8fd0\u884c\u521d\u59cb\u5b9e\u9a8c\uff0c\u7136\u540e\u5728\u9700\u8981\u65f6\u6269\u5c55\u5230\u5927\u89c4\u6a21\uff0c\u8fd9\u5728\u4f20\u7edf\u7684\u5185\u90e8\u90e8\u7f72\u7cfb\u7edf\u4e2d\u662f\u56f0\u96be\u7684\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u63d0\u4f9b\u4e86\u8bb8\u591a\u6807\u51c6\u5316\u6d41\u7a0b\u6765\u4e0e\u7b2c\u4e09\u65b9SaaS\u4ea7\u54c1\u96c6\u6210\u3002\u5176\u7ed3\u679c\u662f\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u8ba9\u57fa\u7840\u8bbe\u65bd\u6210\u4e3a\u522b\u4eba\u7684\u95ee\u9898\uff0c\u56e0\u6b64\u7528\u6237\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u5176\u6838\u5fc3\u4e1a\u52a1\u3002<\/p>\n
(2) \u6548\u7387\u3002<\/strong><\/span><\/div>\n
\u4e91\u8ba1\u7b97\u53ef\u4ee5\u6700\u5927\u5316\u8d44\u6e90\u5229\u7528\u7387\u3002\u4e0e\u975e\u4e91\u7cfb\u7edf\u76f8\u6bd4\uff0c\u4e91\u8ba1\u7b97\u7cfb\u7edf\u5411\u6570\u636e\u5e93\u5e94\u7528\u7a0b\u5e8f\u516c\u5f00\u8d44\u6e90\u5229\u7528\u63a7\u5236\u8981\u5e38\u89c1\u5f97\u591a\u3002\u4e91\u8ba1\u7b97\u6280\u672f\u53ef\u4ee5\u5e73\u6ed1\u8d1f\u8f7d\uff0c\u5c06\u5176\u79fb\u52a8\u5230\u4f4e\u9700\u6c42\u7684\u65f6\u95f4\u6bb5\uff0c\u5e76\u4e14\u53ef\u4ee5\u4f18\u5148\u8003\u8651\u4ea4\u4e92\u5f0f\u548c\u5173\u952e\u4e1a\u52a1\u4f5c\u4e1a\u3002<\/p>\n
\u5f53\u7136\uff0c\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u53ef\u4ee5\u5229\u7528\u5927\u89c4\u6a21\u91c7\u8d2d\u7684\u6548\u7387\u3001\u8d1f\u8f7d\u5171\u4eab\u548c\u6781\u9ad8\u7684\u5229\u7528\u7387\u3002\u4ec5\u8fd9\u4e9b\u89c4\u6a21\u53c2\u6570\u5c31\u53ef\u4ee5\u6210\u4e3a\u8fc1\u79fb\u5230\u4e91\u5e73\u53f0\u7684\u7406\u7531\u3002\u66f4\u4e0d\u7528\u8bf4\u4f7f\u7528\u4f9b\u5e94\u5546\u7684\u4e13\u4e1a\u77e5\u8bc6\u8fdb\u884c\u5f3a\u5316\u548c\u5165\u4fb5\u68c0\u6d4b\u7684\u597d\u5904\u4e86\u3002<\/p>\n
\u4e0e\u89c4\u6a21\u5bc6\u5207\u76f8\u5173\u7684\u662f\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u80fd\u591f\u4ee5\u4f4e\u5ec9\u7684\u4ef7\u683c\u63d0\u4f9b\u88ab\u52a8\u5b58\u50a8\uff0c\u8fd9\u4f7f\u5f97\u65e0\u8bba\u662f\u51fa\u4e8e\u5b9e\u9a8c\u6216\u5206\u6790\u539f\u56e0\uff0c\u8fd8\u662f\u51fa\u4e8e\u5907\u4efd\u6216\u5ba1\u8ba1\uff0c\u66f4\u5bb9\u6613\u4fdd\u7559\u66f4\u957f\u7684\u5386\u53f2\u6570\u636e\u7a97\u53e3\uff0c\u5e76\u4e14\u66f4\u52a0\u7ecf\u6d4e\u9ad8\u6548\u5730\u5b9e\u65bd\u65f6\u95f4\u65c5\u884c\u7b49\u529f\u80fd\uff0c\u53ef\u4ee5\u4ece\u5386\u53f2\u89d2\u5ea6\u68c0\u67e5\u6570\u636e\u3002<\/p>\n
\u5f53\u7136\uff0c\u7e41\u91cd\u7684\u6570\u636e\u5904\u7406\u8d1f\u8f7d\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u7684\u89c4\u6a21\u4e34\u65f6\u5411\u5916\u6269\u5c55\u6765\u89e3\u51b3\uff0c\u5f53\u7136\u7528\u6237\u4f1a\u4e3a\u6b64\u4ed8\u51fa\u4ee3\u4ef7\u3002<\/p>\n
(3) \u7ecf\u6d4e\u6027\u3002<\/strong><\/span><\/div>\n
\u9664\u4e86\u89c4\u6a21\u548c\u6548\u7387\u7684\u7ecf\u6d4e\u6027\u4e4b\u5916\uff0c\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u7684\u4f1a\u8ba1\u673a\u5236\u503e\u5411\u4e8e\u5c06\u5b58\u50a8\u548c\u5904\u7406\u7684\u6210\u672c\u6570\u636e\u66b4\u9732\u5230\u5355\u4e2a\u67e5\u8be2\u7ea7\u522b\u3002\u8fd9\u5141\u8bb8\u7528\u6237\u5bf9\u4efb\u4f55\u7ed9\u5b9a\u5206\u6790\u7684\u6210\u672c\u6536\u76ca\u505a\u51fa\u5408\u7406\u7684\u5546\u4e1a\u51b3\u7b56\uff0c\u5e76\u76f8\u5e94\u5730\u505a\u51fa\u4f18\u5316\u51b3\u7b56\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6709\u65f6\u7528\u6237\u53ef\u80fd\u4f1a\u51b3\u5b9a\u901a\u8fc7\u6269\u5c55\u4e91\u8ba1\u7b97\u89c4\u6a21\u6765\u6269\u5927\u548c\u7b80\u5316\u5206\u6790\u7684\u7ed3\u6784\uff0c\u800c\u4e0d\u662f\u82b1\u8d39\u65f6\u95f4\u548c\u7cbe\u529b\u6765\u5851\u9020\u4e00\u4e2a\u201c\u7a33\u5065\u7684\u5206\u6790\u201d\uff0c\u8fd9\u53ef\u80fd\u66f4\u4fbf\u5b9c\u3001\u66f4\u51c6\u786e\u3002<\/p>\n
\u4e91\u8ba1\u7b97\u7684\u5f31\u70b9<\/strong><\/div>\n
(1) \u4e91\u5e73\u53f0\u662f\u4e3a\u7528\u6237\u7ba1\u7406\u7684\u57fa\u7840\u8bbe\u65bd\u3002
\n<\/strong><\/span><\/div>\n
\u4e91\u8ba1\u7b97\u5177\u6709\u4e00\u7ec4\u4e0e\u5927\u578b\u673a\u622a\u7136\u4e0d\u540c\u7684\u6545\u969c\u57df\u3002\u4e91\u5e73\u53f0\u4e0a\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u662f\u5171\u4eab\u7684\u57fa\u7840\u8bbe\u65bd(\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc)\uff0c\u8fd9\u53ef\u80fd\u4f1a\u53d7\u5230\u66f4\u591a\u7684\u5e72\u6270\uff0c\u5176\u4e2d\u4efb\u4f55\u4e00\u4e2a\u6545\u969c\u90fd\u53ef\u80fd\u5bfc\u81f4\u4ea4\u4e92\u6027\u5931\u8d25\u6216\u6682\u65f6\u6027\u5de5\u4f5c\u5931\u8d25\u3002\u5728\u6781\u5c11\u6570\u60c5\u51b5\u4e0b\uff0c\u5373\u4f7f\u662f\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u7684\u81ea\u52a8\u5316\u7ba1\u7406\u4e5f\u4f1a\u901a\u8fc7\u66f4\u6539\u7cfb\u7edf\u7684\u5c5e\u6027\u6216\u884c\u4e3a\u5bf9\u5ba2\u6237\u4f53\u9a8c\u4ea7\u751f\u8d1f\u9762\u5f71\u54cd\u3002<\/p>\n
(2) \u6548\u7387\u3002
\n<\/strong><\/span><\/div>\n
\u4e0e\u4f20\u7edf\u7684\u5185\u90e8\u90e8\u7f72\u7cfb\u7edf\u76f8\u6bd4\uff0c\u5927\u591a\u6570\u4e91\u8ba1\u7b97\u6570\u636e\u5e93\u4ecd\u7136\u4e0d\u6210\u719f\u3002\u4e91\u6570\u636e\u5e93\u7f3a\u4e4f\u66f4\u6210\u719f\u4ea7\u54c1\u7684\u7279\u6027\u3002\u6709\u4e9b\u529f\u80fd\u53ef\u80fd\u6c38\u8fdc\u4e0d\u4f1a\u88ab\u5f15\u5165\uff0c\u56e0\u4e3a\u5b8c\u5168\u5206\u5e03\u5f0f\u3001\u6613\u53d1\u751f\u6545\u969c\u7684\u5e73\u53f0\u7684\u6982\u5ff5\u4f7f\u5b83\u4eec\u4e0d\u5207\u5b9e\u9645\u3002<\/p>\n
\u8bb8\u591a\u57fa\u4e8e\u4e91\u7684\u5e76\u884c\u5173\u7cfb\u7cfb\u7edf\u5bf9\u4e8e\u7279\u5b9a\u7684\u6570\u636e\u5e93\u53d8\u5f02(INSERT\u3001UPDATE\u3001DELETE)\u64cd\u4f5c\u7684\u6548\u7387\u663e\u8457\u964d\u4f4e\uff0c\u8fd9\u5728\u67d0\u4e9b\u7528\u4f8b\u4e2d\u53ef\u80fd\u4f1a\u5bfc\u81f4\u95ee\u9898\u3002<\/p>\n
\u5f53\u7136\uff0c\u4e91\u8ba1\u7b97\u4e0e\u5185\u90e8\u90e8\u7f72\u7cfb\u7edf\u6216\u6258\u7ba1\u5728\u5176\u4ed6\u4e91\u5e73\u53f0\u4e2d\u7684\u7cfb\u7edf\u4e4b\u95f4\u7684\u989d\u5916\u5ef6\u8fdf\u5f80\u5f80\u4f1a\u8feb\u4f7f\u4e91\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u6574\u5408\u3002\u7528\u6237\u5f80\u5f80\u88ab\u8feb\u9996\u5148\u9009\u62e9\u5730\u7406\u4f4d\u7f6e\u548c\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\uff0c\u7136\u540e\u5b9e\u9645\u4e0a\u4ec5\u9650\u4e8e\u5176\u4e91\u8ba1\u7b97\u4f9b\u5e94\u5546\u63d0\u4f9b\u7684\u670d\u52a1\u3002<\/p>\n
(3) \u7ecf\u6d4e\u6027\u3002
\n<\/strong><\/span><\/div>\n
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