{"id":729848,"date":"2024-07-21T04:30:39","date_gmt":"2024-07-20T20:30:39","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/729848.html"},"modified":"2024-07-21T04:30:41","modified_gmt":"2024-07-20T20:30:41","slug":"%e6%95%b0%e6%8d%ae%e7%9c%8b%e6%9d%bf%e7%9a%84%e6%95%b0%e6%8d%ae%e6%ba%90%e6%98%af%e6%8c%87%e5%93%aa%e4%ba%9b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/729848.html","title":{"rendered":"\u6570\u636e\u770b\u677f\u7684\u6570\u636e\u6e90\u662f\u6307\u54ea\u4e9b"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/27070628\/d9f03f2b-6ff1-48cc-9477-1a44f36cf742.webp\" alt=\"\u6570\u636e\u770b\u677f\u7684\u6570\u636e\u6e90\u662f\u6307\u54ea\u4e9b\" 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Server\u7b49\uff0c\u4ee5\u53ca\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5982MongoDB\u3001Redis\u7b49\u3002\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u4ee5\u8868\u683c\u7684\u5f62\u5f0f\u5b58\u50a8\uff0c\u6bcf\u4e2a\u8868\u683c\u6709\u591a\u4e2a\u5217\uff0c\u6bcf\u4e00\u884c\u4ee3\u8868\u4e00\u4e2a\u6570\u636e\u8bb0\u5f55\u3002\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5219\u4e0d\u540c\uff0c\u5b83\u4eec\u6709\u591a\u79cd\u6570\u636e\u6a21\u578b\uff0c\u5982\u952e\u503c\u5bf9\u3001\u6587\u6863\u3001\u56fe\u7b49\u3002<\/p>\n<\/p>\n<p><p>\u4ece\u6570\u636e\u5e93\u4e2d\u83b7\u53d6\u6570\u636e\u901a\u5e38\u9700\u8981\u7528\u5230SQL\uff08\u7ed3\u6784\u5316\u67e5\u8be2\u8bed\u53e5\uff09\u3002\u901a\u8fc7\u7f16\u5199SQL\u8bed\u53e5\uff0c\u53ef\u4ee5\u7cbe\u786e\u5730\u4ece\u6570\u636e\u5e93\u4e2d\u63d0\u53d6\u9700\u8981\u7684\u6570\u636e\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u60f3\u4ece\u4e00\u4efd\u9500\u552e\u8bb0\u5f55\u7684\u6570\u636e\u5e93\u4e2d\u83b7\u53d6\u6240\u6709\u5728\u8fc7\u53bb\u4e00\u5e74\u5185\u9500\u91cf\u8d85\u8fc71000\u7684\u4ea7\u54c1\u4fe1\u606f\uff0c\u4f60\u5c31\u53ef\u4ee5\u7f16\u5199\u4e00\u4e2aSQL\u8bed\u53e5\u6765\u5b9e\u73b0\u8fd9\u4e2a\u9700\u6c42\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001API<\/p>\n<\/p>\n<p><p>API\uff08\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\uff09\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u6570\u636e\u6e90\u3002\u5b83\u662f\u8f6f\u4ef6\u4e4b\u95f4\u8fdb\u884c\u901a\u4fe1\u7684\u4e00\u79cd\u65b9\u5f0f\u3002\u901a\u8fc7API\uff0c\u53ef\u4ee5\u83b7\u53d6\u5230\u5176\u4ed6\u8f6f\u4ef6\u63d0\u4f9b\u7684\u6570\u636e\u6216\u670d\u52a1\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7Twitter\u7684API\u83b7\u53d6\u5230Twitter\u4e0a\u7684\u516c\u5f00\u63a8\u6587\uff0c\u6216\u8005\u901a\u8fc7Google Analytics\u7684API\u83b7\u53d6\u5230\u7f51\u7ad9\u7684\u8bbf\u95ee\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>API\u63d0\u4f9b\u7684\u6570\u636e\u901a\u5e38\u662f\u5b9e\u65f6\u7684\uff0c\u8fd9\u5bf9\u4e8e\u9700\u8981\u5b9e\u65f6\u76d1\u63a7\u6570\u636e\u7684\u6570\u636e\u770b\u677f\u975e\u5e38\u91cd\u8981\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u6b63\u5728\u76d1\u63a7\u4e00\u4e2a\u5728\u7ebf\u5e7f\u544a\u6d3b\u52a8\u7684\u6548\u679c\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u901a\u8fc7API\u5b9e\u65f6\u83b7\u53d6\u5230\u5e7f\u544a\u7684\u70b9\u51fb\u7387\u548c\u8f6c\u5316\u7387\u7b49\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u6587\u4ef6<\/p>\n<\/p>\n<p><p>\u6587\u4ef6\u4e5f\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u6570\u636e\u6e90\u3002\u8fd9\u4e9b\u6587\u4ef6\u53ef\u80fd\u662fCSV\u3001Excel\u3001JSON\u3001XML\u7b49\u683c\u5f0f\u3002\u6587\u4ef6\u4e2d\u7684\u6570\u636e\u53ef\u80fd\u6765\u81ea\u4e8e\u5404\u79cd\u5404\u6837\u7684\u6765\u6e90\uff0c\u5982\u5185\u90e8\u7cfb\u7edf\u7684\u5bfc\u51fa\u6570\u636e\u3001\u7b2c\u4e09\u65b9\u670d\u52a1\u63d0\u4f9b\u7684\u62a5\u544a\u8868\u7b49\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u80fd\u4f1a\u4ece\u4f60\u7684\u7535\u5b50\u5546\u52a1\u5e73\u53f0\u5bfc\u51fa\u4e00\u4efd\u9500\u552e\u62a5\u544a\uff0c\u7136\u540e\u5c06\u8fd9\u4efd\u62a5\u544a\u4e2d\u7684\u6570\u636e\u7528\u4e8e\u6784\u5efa\u6570\u636e\u770b\u677f\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u5e94\u7528\u7a0b\u5e8f<\/p>\n<\/p>\n<p><p>\u9664\u4e86\u6570\u636e\u5e93\u3001API\u548c\u6587\u4ef6\uff0c\u5e94\u7528\u7a0b\u5e8f\u4e5f\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u6570\u636e\u6e90\u3002\u5f88\u591a\u5e94\u7528\u7a0b\u5e8f\u90fd\u63d0\u4f9b\u4e86\u6570\u636e\u5bfc\u51fa\u6216\u8005\u6570\u636e\u63a5\u53e3\u7684\u529f\u80fd\uff0c\u8fd9\u4e9b\u6570\u636e\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u6784\u5efa\u6570\u636e\u770b\u677f\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u80fd\u4f1a\u4ece\u4f60\u7684\u7535\u5b50\u90ae\u4ef6\u8425\u9500\u5de5\u5177\u4e2d\u5bfc\u51fa\u4e00\u4efd\u90ae\u4ef6\u6253\u5f00\u7387\u548c\u70b9\u51fb\u7387\u7684\u62a5\u544a\uff0c\u7136\u540e\u5c06\u8fd9\u4e9b\u6570\u636e\u7528\u4e8e\u6784\u5efa\u6570\u636e\u770b\u677f\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u5b9e\u65f6\u6d41<\/p>\n<\/p>\n<p><p>\u5b9e\u65f6\u6d41\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u6570\u636e\u6e90\uff0c\u5b83\u53ef\u4ee5\u63d0\u4f9b\u5b9e\u65f6\u7684\u3001\u8fde\u7eed\u7684\u6570\u636e\u6d41\u3002\u8fd9\u79cd\u6570\u636e\u6e90\u901a\u5e38\u7528\u4e8e\u5904\u7406\u5b9e\u65f6\u4e8b\u4ef6\uff0c\u5982\u76d1\u63a7\u7f51\u7ad9\u7684\u5b9e\u65f6\u8bbf\u95ee\u91cf\u3001\u8ddf\u8e2a\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u5b9e\u65f6\u52a8\u6001\u7b49\u3002\u5b9e\u65f6\u6d41\u7684\u6570\u636e\u901a\u5e38\u9700\u8981\u901a\u8fc7\u7279\u6b8a\u7684\u5de5\u5177\u548c\u6280\u672f\u6765\u5904\u7406\uff0c\u5982Apache Kafka\u3001Spark Streaming\u7b49\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001\u4e91\u670d\u52a1<\/p>\n<\/p>\n<p><p>\u4e91\u670d\u52a1\u662f\u8fd1\u5e74\u6765\u8d8a\u6765\u8d8a\u6d41\u884c\u7684\u6570\u636e\u6e90\u3002\u8bb8\u591a\u4e91\u670d\u52a1\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u5b58\u50a8\u548c\u5904\u7406\u80fd\u529b\uff0c\u5982Google Cloud\u3001AWS\u3001Azure\u7b49\u3002\u8fd9\u4e9b\u4e91\u670d\u52a1\u4e0d\u4ec5\u53ef\u4ee5\u5b58\u50a8\u5927\u91cf\u7684\u6570\u636e\uff0c\u8fd8\u63d0\u4f9b\u4e86\u5404\u79cd\u6570\u636e\u5904\u7406\u5de5\u5177\uff0c\u5982BigQuery\u3001Redshift\u3001Azure SQL Data Warehouse\u7b49\uff0c\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u5904\u7406\u548c\u5206\u6790\u6570\u636e\uff0c\u6784\u5efa\u6570\u636e\u770b\u677f\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7684\u6765\u8bf4\uff0c\u9009\u62e9\u54ea\u79cd\u6570\u636e\u6e90\u53d6\u51b3\u4e8e\u4f60\u7684\u5177\u4f53\u9700\u6c42\u548c\u60c5\u51b5\u3002\u4f60\u53ef\u80fd\u9700\u8981\u4ece\u591a\u4e2a\u6570\u636e\u6e90\u4e2d\u83b7\u53d6\u6570\u636e\uff0c\u7136\u540e\u5c06\u8fd9\u4e9b\u6570\u636e\u6574\u5408\u5728\u4e00\u8d77\uff0c\u6784\u5efa\u51fa\u6ee1\u8db3\u4f60\u9700\u6c42\u7684\u6570\u636e\u770b\u677f\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. \u6570\u636e\u770b\u677f\u7684\u6570\u636e\u6e90\u662f\u6307\u54ea\u4e9b\u5185\u5bb9\uff1f<\/strong><br \/>\n\u6570\u636e\u770b\u677f\u7684\u6570\u636e\u6e90\u5305\u62ec\u54ea\u4e9b\u7c7b\u578b\u7684\u6570\u636e\uff1f<\/p>\n<p>\u6570\u636e\u770b\u677f\u7684\u6570\u636e\u6e90\u662f\u6307\u63d0\u4f9b\u6570\u636e\u7ed9\u6570\u636e\u770b\u677f\u5c55\u793a\u7684\u5404\u79cd\u6570\u636e\u6765\u6e90\u3002\u5b83\u53ef\u4ee5\u5305\u62ec\u6765\u81ea\u5404\u79cd\u4e1a\u52a1\u7cfb\u7edf\u7684\u6570\u636e\uff0c\u5982\u9500\u552e\u6570\u636e\u3001\u5ba2\u6237\u6570\u636e\u3001\u4f9b\u5e94\u94fe\u6570\u636e\u7b49\u3002\u540c\u65f6\uff0c\u6570\u636e\u6e90\u8fd8\u53ef\u4ee5\u5305\u62ec\u5916\u90e8\u6570\u636e\uff0c\u5982\u5e02\u573a\u6570\u636e\u3001\u793e\u4ea4\u5a92\u4f53\u6570\u636e\u7b49\u3002\u6570\u636e\u770b\u677f\u7684\u8bbe\u8ba1\u8005\u53ef\u4ee5\u6839\u636e\u9700\u8981\u9009\u62e9\u4e0d\u540c\u7684\u6570\u636e\u6e90\u6765\u5c55\u793a\u548c\u5206\u6790\u76f8\u5173\u6570\u636e\u3002<\/p>\n<p><strong>2. \u6570\u636e\u770b\u677f\u7684\u6570\u636e\u6e90\u5982\u4f55\u9009\u62e9\uff1f<\/strong><br 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