{"id":50208,"date":"2024-01-13T22:01:25","date_gmt":"2023-01-23T08:48:49","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/sql%e4%b8%8enosql%ef%bc%9a%e9%87%8d%e8%a6%81%e7%9a%84%e5%b7%ae%e5%bc%82%e5%92%8c%e6%9c%80%e4%bd%b3%e9%80%89%e6%8b%a9%ef%bc%9f\/"},"modified":"2024-05-04T18:17:48","modified_gmt":"2024-05-04T10:17:48","slug":"sql%e4%b8%8enosql%ef%bc%9a%e9%87%8d%e8%a6%81%e7%9a%84%e5%b7%ae%e5%bc%82%e5%92%8c%e6%9c%80%e4%bd%b3%e9%80%89%e6%8b%a9%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/sql%e4%b8%8enosql%ef%bc%9a%e9%87%8d%e8%a6%81%e7%9a%84%e5%b7%ae%e5%bc%82%e5%92%8c%e6%9c%80%e4%bd%b3%e9%80%89%e6%8b%a9%ef%bc%9f\/","title":{"rendered":"SQL\u4e0eNoSQL\uff1a\u91cd\u8981\u7684\u5dee\u5f02\u548c\u6700\u4f73\u9009\u62e9\uff1f"},"content":{"rendered":"<p>\u9009\u62e9\u6570\u636e\u5e93\u65f6\uff0c\u9009\u62e9\u5173\u7cfb\u578b\uff08SQL\uff09\u6570\u636e\u7ed3\u6784\u6216\u975e\u5173\u7cfb\u578b\uff08NoSQL\uff09\u6570\u636e\u7ed3\u6784\u662f\u6700\u91cd\u8981\u7684\u51b3\u7b56\u4e4b\u4e00\u3002\u867d\u7136\u4e24\u8005\u90fd\u662f\u53ef\u884c\u7684\u9009\u9879\uff0c\u4f46\u7528\u6237\u5728\u505a\u51fa\u51b3\u7b56\u65f6\u5fc5\u987b\u6ce8\u610f\u5230\u7684\u91cd\u8981\u533a\u522b\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u5256\u6790\u6700\u91cd\u8981\u7684\u5dee\u5f02\uff0c\u5e76\u4ecb\u7ecd\u5f53\u524d\u53ef\u7528\u7684\u6700\u4f73SQL\u548cNoSQL\u6570\u636e\u5e93\u7cfb\u7edf\u3002<\/p>\n<h2>SQL\u548cNoSQL\u7684\u5dee\u5f02\u3002<\/h2>\n<p>\u8ba9\u6211\u4eec\u4ee5\u4e00\u4e2a\u6bcf\u4e2a\u4eba\u90fd\u8bf4\u540c\u4e00\u79cd\u8bed\u8a00\u7684A\u5e02\u4e3a\u4f8b\u6765\u8003\u8651\u3002\u6240\u6709\u7684\u5546\u4e1a\u90fd\u4ee5\u8fd9\u79cd\u8bed\u8a00\u4e3a\u4e2d\u5fc3\u8fdb\u884c\uff0c\u5e76\u4e14\u5b83\u88ab\u7528\u4e8e\u6240\u6709\u7684\u4ea4\u6d41\u3002\u7b80\u800c\u8a00\u4e4b\uff0c\u53ef\u4ee5\u8bf4\u8fd9\u79cd\u8bed\u8a00\u662f\u5c45\u6c11\u7406\u89e3\u548c\u4ea4\u6d41\u4ed6\u4eec\u5468\u56f4\u4e16\u754c\u7684\u552f\u4e00\u65b9\u5f0f\u3002\u6539\u53d8\u8fd9\u79cd\u8bed\u8a00\u4f1a\u5bf9\u4efb\u4f55\u4eba\u90fd\u9020\u6210\u6df7\u6dc6\u7684\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u8003\u8651\u4e00\u4e0b\u4e00\u4e2a\u5927\u5bb6\u8bf4\u4e0d\u540c\u8bed\u8a00\u7684\u53e6\u4e00\u4e2a\u57ce\u5e02B\u3002\u6bcf\u4e2a\u4eba\u4e0e\u4e16\u754c\u7684\u8054\u7cfb\u65b9\u5f0f\u90fd\u4e0d\u540c\uff0c\u6ca1\u6709\u201c\u901a\u7528\u201d\u7684\u7406\u89e3\u6216\u7ec4\u7ec7\u5b58\u5728\u3002\u5373\u4f7f\u6709\u623f\u5b50\u4e0d\u540c\uff0c\u4e5f\u4e0d\u4f1a\u5bf9\u5176\u4ed6\u4efb\u4f55\u4eba\u4ea7\u751f\u4efb\u4f55\u5f71\u54cd\u3002<\/p>\n<p>\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u89e3\u91caSQL\uff08\u5173\u7cfb\u578b\uff09\u6570\u636e\u5e93\u548cNoSQL\uff08\u975e\u5173\u7cfb\u578b\uff09\u6570\u636e\u5e93\u4e4b\u95f4\u4e00\u4e2a\u6839\u672c\u6027\u7684\u533a\u522b\uff0c\u800c\u4e14\u8fd9\u4e2a\u533a\u522b\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002\u8ba9\u6211\u4eec\u7acb\u5373\u6765\u770b\u4e00\u4e0b\u3002<\/p>\n<p>SQL\u6570\u636e\u5e93\uff1aSQL\u6570\u636e\u5e93\u4f7f\u7528\u7ed3\u6784\u5316\u67e5\u8be2\u8bed\u8a00\uff08SQL\uff09\u6765\u5b9a\u4e49\u548c\u64cd\u4f5c\u6570\u636e\u3002\u4ece\u4e00\u65b9\u9762\u6765\u8bf4\uff0c\u8fd9\u975e\u5e38\u5f3a\u5927\u3002\u7531\u4e8eSQL\u662f\u6700\u901a\u7528\u548c\u5e7f\u6cdb\u4f7f\u7528\u7684\u9009\u9879\u4e4b\u4e00\uff0c\u56e0\u6b64\u5b83\u662f\u5b89\u5168\u7684\u9009\u62e9\uff0c\u7279\u522b\u9002\u7528\u4e8e\u590d\u6742\u7684\u67e5\u8be2\u3002\u7136\u800c\uff0c\u5b83\u4e5f\u6709\u4e00\u4e9b\u9650\u5236\u3002\u4f7f\u7528SQL\u9700\u8981\u4f7f\u7528\u9884\u5b9a\u4e49\u7684\u6a21\u5f0f\u6765\u786e\u5b9a\u6570\u636e\u7684\u7ed3\u6784\u3002\u6b64\u5916\uff0c\u6240\u6709\u6570\u636e\u90fd\u5fc5\u987b\u9075\u5faa\u76f8\u540c\u7684\u7ed3\u6784\u3002\u8fd9\u9700\u8981\u76f8\u5f53\u591a\u7684\u51c6\u5907\u5de5\u4f5c\uff0c\u5e76\u4e14\u4e0e\u4e4b\u524d\u63d0\u5230\u7684\u57ce\u5e02A\u7684\u4f8b\u5b50\u7c7b\u4f3c\uff0c\u7ed3\u6784\u7684\u53d8\u66f4\u53ef\u80fd\u662f\u56f0\u96be\u7684\uff0c\u5e76\u4e14\u53ef\u80fd\u4f1a\u6df7\u6dc6\u6574\u4e2a\u7cfb\u7edf\u3002<\/p>\n<p>\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff1a\u4e0e\u6b64\u540c\u65f6\uff0c\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5177\u6709\u52a8\u6001\u6a21\u5f0f\u7684\u7279\u70b9\uff0c\u9002\u7528\u4e8e\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u6570\u636e\u53ef\u4ee5\u4ee5\u5404\u79cd\u4e0d\u540c\u7684\u65b9\u5f0f\u8fdb\u884c\u5b58\u50a8\u3002\u5b83\u53ef\u4ee5\u6309\u7167\u5217\u3001\u6587\u6863\u3001\u56fe\u5f62\u6216\u952e\u503c\u5b58\u50a8\u7684\u65b9\u5f0f\u8fdb\u884c\u914d\u7f6e\u3002\u8fd9\u79cd\u7075\u6d3b\u6027\u610f\u5473\u7740\u4ee5\u4e0b\u51e0\u70b9\u3002<\/p>\n<ul 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class=\"post-ul\">\u305d\u306e\u307e\u307e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/ul>\n<p>\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0cSQL\u6570\u636e\u5e93\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u662f\u53ef\u6269\u5c55\u7684\uff0c\u901a\u8fc7\u589e\u52a0CPU\u3001RAM\u3001SSD\u7b49\u786c\u4ef6\u53ef\u4ee5\u63d0\u5347\u5355\u4e2a\u670d\u52a1\u5668\u7684\u5904\u7406\u80fd\u529b\u3002\u800cNoSQL\u6570\u636e\u5e93\u5219\u662f\u6c34\u5e73\u65b9\u5411\u4e0a\u53ef\u6269\u5c55\u7684\u3002\u8fd9\u610f\u5473\u7740\u901a\u8fc7\u5206\u7247\u6216\u589e\u52a0NoSQL\u6570\u636e\u5e93\u670d\u52a1\u5668\u53ef\u4ee5\u5904\u7406\u66f4\u591a\u7684\u6d41\u91cf\u3002\u53ef\u4ee5\u7c7b\u6bd4\u4e3a\u5728\u540c\u4e00\u5efa\u7b51\u4e0a\u589e\u52a0\u697c\u5c42\u548c\u5728\u9644\u8fd1\u589e\u52a0\u5efa\u7b51\u7269\u3002\u540e\u8005\u6700\u7ec8\u53ef\u80fd\u4f1a\u53d8\u5f97\u66f4\u5927\u3001\u66f4\u5f3a\u5927\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u96c6\u6216\u7ecf\u5e38\u53d8\u5316\u7684\u6570\u636e\u96c6\u7684NoSQL\u6570\u636e\u5e93\u3002<\/p>\n<p>\u6784\u9020<br \/>\nSQL \u6570\u636e\u5e93\u662f\u57fa\u4e8e\u8868\u7684\uff0c\u800c NoSQL \u6570\u636e\u5e93\u53ef\u4ee5\u662f\u57fa\u4e8e\u6587\u6863\u3001\u952e\u503c\u5bf9\u3001\u56fe\u5f62\u6570\u636e\u5e93\u6216\u8005\u5bbd\u5217\u5b58\u50a8\u4e2d\u7684\u4efb\u4f55\u4e00\u79cd\u3002\u56e0\u6b64\uff0c\u9700\u8981\u5904\u7406\u591a\u884c\u4e8b\u52a1\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u6bd4\u5982\u4f1a\u8ba1\u7cfb\u7edf\uff0c\u4ee5\u53ca\u90a3\u4e9b\u4e3a\u4e86\u5173\u7cfb\u578b\u7ed3\u6784\u800c\u5efa\u7acb\u7684\u4f20\u7edf\u7cfb\u7edf\uff0c\u66f4\u9002\u5408\u4f7f\u7528\u5173\u7cfb\u578b SQL \u6570\u636e\u5e93\u3002<\/p>\n<p>\u4f5c\u4e3aSQL\u6570\u636e\u5e93\u7684\u793a\u4f8b\uff0c\u6709MySQL\u3001Oracle\u3001PostgreSQL\u548cMicrosoft SQL Server\u7b49\u3002NoSQL\u6570\u636e\u5e93\u7684\u793a\u4f8b\u5305\u62ecMongoDB\u3001BigTable\u3001Redis\u3001RavenDB\u3001Cassandra\u3001HBase\u3001Neo4j\u548cCouchDB\u3002<\/p>\n<p>\u63a8\u8350\u76f8\u5173\u535a\u5ba2\uff1aPostgreSQL vs MySQL\uff1a\u5b83\u4eec\u7684\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/p>\n<h2>\u6700\u4f73\u7684SQL\u6570\u636e\u5e93<\/h2>\n<p>\u8ba9\u6211\u4eec\u786e\u8ba4\u4e00\u4e0bSQL\u6570\u636e\u5e93\u548cNoSQL\u6570\u636e\u5e93\u7684\u4e3b\u8981\u7ed3\u6784\u5dee\u5f02\u540e\uff0c\u901a\u8fc7\u5ba1\u89c6\u76ee\u524d\u53ef\u7528\u7684\u6700\u4f73SQL\u6570\u636e\u5e93\u548cNoSQL\u6570\u636e\u5e93\u9009\u9879\uff0c\u6765\u66f4\u6df1\u5165\u5730\u63a2\u8ba8\u8fd9\u4e2a\u4e3b\u9898\u3002<\/p>\n<p>\u9996\u5148\uff0c\u6211\u60f3\u4eceSQL\u6570\u636e\u5e93\u7cfb\u7edf\u5f00\u59cb\u3002\u8bf7\u6ce8\u610f\uff0c\u76ee\u524d\u6700\u597d\u7684SQL\u6570\u636e\u5e93\u7cfb\u7edf\u63d0\u4f9b\u4e0eNoSQL\u7684\u517c\u5bb9\u6027\u3002\u7136\u800c\uff0c\u5f53\u4f5c\u4e3a\u5173\u7cfb\u578bSQL\u7ed3\u6784\u4f7f\u7528\u65f6\uff0c\u5b83\u4f1a\u53d1\u6325\u6700\u4f73\u7684\u4f5c\u7528\u3002<\/p>\n<h2>MySQL 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2018\u5e7410\u6708\u4ee5\u964d\u3001MongoDB\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306fServer Side Public License (SSPL) v1\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u52d5\u7684\u30b9\u30ad\u30fc\u30de\uff1a\u524d\u8ff0\u306e\u901a\u308a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5207\u5909\u66f4\u305b\u305a\u306b\u30c7\u30fc\u30bf\u30b9\u30ad\u30fc\u30de\u3092\u5909\u66f4\u3067\u304d\u308b\u67d4\u8edf\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff1aMongoDB\u306f\u6c34\u5e73\u65b9\u5411\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u306e\u3067\u3001\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u306b\u95a2\u3059\u308b\u4f5c\u696d\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u3092\u7c21\u5358\u306b\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u7ba1\u7406\u6027\uff1a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u8005\u3092\u5fc5\u8981\u3068\u3057\u307e\u305b\u3093\u3002\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u306e\u3067\u3001\u958b\u767a\u8005\u3068\u7ba1\u7406\u8005\u306e\u4e21\u65b9\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30d4\u30fc\u30c9\uff1a\u30b7\u30f3\u30d7\u30eb\u306a\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<p>\u67d4\u8edf\u6027\uff1a\u65e2\u5b58\u306e\u884c\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306a\u304f\u3001MongoDB\u306b\u65b0\u3057\u3044\u30ab\u30e9\u30e0\u3084\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>ACID\u306b\u6e96\u62e0\u3057\u3066\u3044\u306a\u3044\uff1aNoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308bMongoDB\u306fACID \u306b\u6e96\u62e0\u3057\u3066\u3044\u307e\u305b\u3093\u3002ACID \u6e96\u62e0\u306b\u3064\u3044\u3066\u306f\u4e0a\u8a18\u306ePostgreSQL\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>MongoDB Atlas (\u65b0\u6a5f\u80fd)\uff1a MongoDB\u306f\u6700\u8fd1\u3001MongoDB Atlas\u30b0\u30ed\u30fc\u30d0\u30eb\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3000\u3092\u88fd\u54c1\u30ea\u30b9\u30c8\u306b\u8ffd\u52a0\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001AWS\u3001Azure\u3001GCP\u7d4c\u7531\u3067\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306eMongoDB\u3092\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\nMongoDB Atlas\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3084\u7d71\u5408\u6a5f\u80fd\u3001\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7ba1\u7406\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Atlas\u306e\u4fa1\u683c\u60c5\u5831\u306f\u3053\u3061\u3089\u3002<\/p>\n<p>\u3069\u3093\u306a\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\uff1f\uff1aMongoDB \u306f\u3001\u6025\u901f\u306b\u6210\u9577\u3057\u3066\u3044\u308b\u30d3\u30b8\u30cd\u30b9\u3084\u3001\u30b9\u30ad\u30fc\u30de\u304c\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u306a\u3044 (\u3064\u307e\u308a\u3001\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u3092\u305f\u304f\u3055\u3093\u6301\u3063\u3066\u3044\u308b) \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b9\u30ad\u30fc\u30de\u3092\u5b9a\u7fa9\u3067\u304d\u306a\u3044\u5834\u5408\u3001\u30c7\u30fc\u30bf\u30b9\u30ad\u30fc\u30de\u304c\u975e\u6b63\u898f\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306b\u6c17\u3065\u3044\u305f\u5834\u5408\u3001\u30c7\u30fc\u30bf\u306e\u8981\u4ef6\u3084\u30b9\u30ad\u30fc\u30de\u304c\u5e38\u306b\u9032\u5316\u3057\u3066\u3044\u308b\u5834\u5408\u306a\u3069\u3001\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3067\u3088\u304f\u3042\u308b\u30b1\u30fc\u30b9\u3067\u3059\u3002MongoDB\u306f\u3001\u3042\u306a\u305f\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u963f\u5e15\u5947Cassandra<\/h3>\n<p>Apache Cassandra\uff08\u4ea6\u7a31Cassandra DB\uff09\u6700\u521d\u662f\u7531Facebook\u958b\u767c\u7684\u7522\u54c1\uff0c\u65bc2008\u5e74\u4f5c\u70ba\u4e00\u500b\u81ea\u7531\u7684\u958b\u653e\u539f\u59cb\u78bcNoSQL\u6578\u64da\u5eab\u7cfb\u7d71\u63a8\u5411\u5e02\u5834\u3002\u4ee5\u4e0b\u5c07\u4ecb\u7d39Cassandra\u7684\u512a\u52e2\u548c\u5f37\u9805\u3002<\/p>\n<p>\u30d5\u30ea\u30fc\u3067\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff1a Facebook\u304cCassandra\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5316\u3057\u305f\u5f8c\u30012010\u5e74\u306bApache\u304c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5f15\u304d\u7d99\u304e\u307e\u3057\u305f\u3002<\/p>\n<p>\u9ad8\u3044\u62e1\u5f35\u6027\uff1aCassandra\u306f\u300c\u30de\u30b9\u30bf\u30fc\u30ec\u30b9\u30fb\u30c7\u30b6\u30a4\u30f3\u300d\u306e\u6069\u6075\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u3059\u3079\u3066\u306e\u30ce\u30fc\u30c9\u304c\u540c\u4e00\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u3001\u904b\u7528\u304c\u30b7\u30f3\u30d7\u30eb\u306b\u306a\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3078\u306e\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3069\u3053\u3067\u3082\u30a2\u30af\u30c6\u30a3\u30d6\uff1a\u30e6\u30fc\u30b6\u30fc\u306f\u3059\u3079\u3066\u306eCassandra\u30ce\u30fc\u30c9\u304b\u3089\u66f8\u304d\u8fbc\u307f\u3068\u8aad\u307f\u53d6\u308a\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u9ad8\u901f\u306a\u66f8\u304d\u8fbc\u307f\u3068\u8aad\u307f\u53d6\u308a\uff1a Cassandra\u306e\u8a2d\u8a08\u306f\u3001\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5834\u5408\u3067\u3082\u3001\u305d\u306e\u5206\u6563\u3055\u308c\u305f\u9ad8\u53ef\u7528\u6027\u306e\u69cb\u6210\u3092\u4ecb\u3057\u3066\u3001\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u30b3\u30de\u30f3\u30c9\u3092\u5927\u5e45\u306b\u9ad8\u901f\u5316\u3057\u307e\u3059\u3002<\/p>\n<p>ACID\u306b\u6e96\u62e0\u3057\u3066\u3044\u306a\u3044\uff1aCassandra\u306fNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u3001ACID\u306b\u6e96\u62e0\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u305d\u306e\u4ee3\u308f\u308a\u3001Cassandra\u306f\u30a2\u30c8\u30df\u30c3\u30af\u3067\u5206\u96e2\u3055\u308c\u305f\u8010\u4e45\u6027\u306e\u3042\u308b\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3001\u6700\u7d42\u7684\u306b\u306f\u6574\u5408\u6027\u3092\u4fdd\u3061\u307e\u3059\u3002\uff08\u7d50\u679c\u6574\u5408\u6027\uff09<\/p>\n<p>SQL\u3092\u30b5\u30dd\u30fc\u30c8\uff1aACID\u6e96\u62e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001Cassandra\u306fSQL\u306e\u3088\u3046\u306aDDL\u3001DML\u3001SELECT\u6587\u3092\u4ecb\u3057\u3066SQL\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u3068\u524a\u9664\u306b\u5f31\u3044\uff1aCassandra\u306f\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u3068\u524a\u9664\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u512a\u308c\u305f\u30c7\u30fc\u30bf\u4fdd\u8b77\u3092\u63d0\u4f9b\uff1a Cassandra\u306f\u3001\u30c7\u30fc\u30bf\u304c\u5931\u308f\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u30b3\u30df\u30c3\u30c8\u30fb\u30ed\u30b0\u8a2d\u8a08\u3092\u7279\u5fb4\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\/\u30ea\u30b9\u30c8\u30a2\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u8ffd\u52a0\u306e\u30c7\u30fc\u30bf\u4fdd\u8b77\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u3068\u30ce\u30fc\u30c9\u6a5f\u80fd\u306e\u5197\u9577\u6027\uff1aCassandra\u306f\u4e00\u5b9a\u306e\u30a2\u30c3\u30d7\u30bf\u30a4\u30e0\u3092\u63d0\u4f9b\u3057\u3001\u5358\u4e00\u969c\u5bb3\u70b9\u3092\u6392\u9664\u3057\u307e\u3059\u3002<\/p>\n<p>\u3069\u3093\u306a\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\uff1f\uff1aCassandra\u306f\u3001\u9ad8\u901f\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001IoT\uff08\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff09\u6280\u8853\u3067\u306e\u4f7f\u7528\u306b\u6700\u3082\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002\u6642\u9593\u30d9\u30fc\u30b9\u306e\u30ed\u30b0\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3001\u30a8\u30e9\u30fc\u30ed\u30b0\u3001\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u306e\u66f8\u304d\u8fbc\u307f\u3092\u5f97\u610f\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u9ad8\u901f\u306a\u8aad\u307f\u66f8\u304d\u51e6\u7406\u304c\u5fc5\u8981\u306a\u5834\u5408\u3001Cassandra\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9078\u629e\u80a2\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u307e\u305f\u3001Cassandra\u306f\u3001NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u4e0a\u3067SQL\u306b\u4f3c\u305f\u30c7\u30fc\u30bf\u578b\u3092\u4f7f\u3063\u3066\u4f5c\u696d\u3057\u305f\u3044\u4eba\u306b\u3082\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u8c37\u6b4c\u4e91\u5927\u8868<\/h3>\n<p>\u4f5c\u4e3a\u8c37\u6b4c\u7684\u4ea7\u54c1\uff0c\u8c37\u6b4c\u4e91 BigTable \u5e76\u975e\u514d\u8d39\uff0c\u4f46\u5b83\u5177\u6709\u4ee4\u4eba\u6ee1\u610f\u7684\u660e\u786e\u4f18\u52bf\uff0c\u4f7f\u5176\u6240\u9700\u8d39\u7528\u4e0e\u4f7f\u7528\u4ef7\u503c\u76f8\u7b26\u3002\u8ba9\u6211\u4eec\u5feb\u901f\u4e86\u89e3\u4e00\u4e0b BigTable \u7684\u597d\u5904\u3002<\/p>\n<p>\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u304c\u4f4e\u3044\uff1aGoogle \u306b\u3088\u308b\u3068\u3001BigTable \u306f\u4e00\u8cab\u3057\u3066 10ms \u4ee5\u4e0b\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff1a\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u3001BigTable \u306f\u3088\u308a\u9ad8\u3044\u53ef\u7528\u6027\u3001\u8010\u4e45\u6027\u3001\u304a\u3088\u3073\u5e2f\u72b6\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306e\u56de\u5fa9\u529b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u307e\u305f\u3001\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001&#8221;\u30e9\u30a4\u30d6\u914d\u4fe1\u30a2\u30d7\u30ea\u306e\u9ad8\u53ef\u7528\u6027\u3068\u3001\u914d\u4fe1\u5bfe\u5206\u6790\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5206\u96e2 &#8220;\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\uff1aBigTable\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7d71\u5408\u304c\u5bb9\u6613\uff1a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408\u304c\u5bb9\u6613\u3067\u3059\u3002<\/p>\n<p>\u9ad8\u3044\u62e1\u5f35\u6027\uff1aGoogle BigTable 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\/>\n\u307e\u305f\u3001\u91d1\u878d\u5e02\u5834\u306e\u30c7\u30fc\u30bf\u3084\u53d6\u5f15\u5c65\u6b74\u306a\u3069\u3092\u4fdd\u5b58\u30fb\u7d71\u5408\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002IoT\u3067\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u8a18\u9332\u3055\u308c\u305f\u5927\u91cf\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u7406\u89e3\u3057\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u4fa1\u5024\u3042\u308b\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5e83\u544a\u3067\u306f\u3001\u5927\u91cf\u306e\u9867\u5ba2\u884c\u52d5\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u306b\u5f79\u7acb\u3064\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>Apache HBase\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u5206\u5e03\u5f0f\u5217\u5f0f\u6570\u636e\u5e93\uff0c\u53ef\u8fd0\u884c\u4e8eApache Hadoop\u96c6\u7fa4\u4e4b\u4e0a\u3002<\/h3>\n<p>Apache HBase\u662f\u57fa\u4e8eGoogle BigTable\u6570\u636e\u5e93\u6a21\u578b\u800c\u521b\u5efa\u7684\uff0c\u65e8\u5728\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecdHBase\u7684\u4f18\u70b9\u548c\u7279\u70b9\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u7121\u6599\uff1aApache HBase\u306f\u3001Apache\u304c\u7ba1\u7406\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u7121\u6599\u306eNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002Google Cloud BigTable\uff08\u4e0a\u8a18\uff09\u3092\u30e2\u30c7\u30eb\u306b\u3057\u3066\u304a\u308a\u3001Hadoop Distributed File System\uff08HDFS\uff09\u4e0a\u3067BigTable\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5927\u898f\u6a21\u306a\u30c6\u30fc\u30d6\u30eb\uff1aHBase\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u7279\u5225\u306b\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u30af\u30e9\u30b9\u30bf\u30fc\u5168\u4f53\u3067\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff1a 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&#8220;\u30ea\u30fc\u30b8\u30e7\u30f3&#8221;\u306b\u6574\u7406\u3057\u307e\u3059\u3002\u30ea\u30fc\u30b8\u30e7\u30f3\u306f\u3001\u8907\u6570\u306e\u30ce\u30fc\u30c9\u9593\u3067\u30c6\u30fc\u30d6\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u5206\u5272\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u30ea\u30fc\u30b8\u30e7\u30f3\u306e1\u3064\u304c\u5927\u304d\u3059\u304e\u308b\u5834\u5408\u3001HBase\u306f\u81ea\u52d5\u7684\u306b\u30ea\u30fc\u30b8\u30e7\u30f3\u3092\u5206\u5272\u3057\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u8ca0\u8377\u3092\u5747\u7b49\u306b\u5206\u6563\u3057\u307e\u3059\u3002<\/p>\n<p>\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u3067\u52d5\u4f5c\uff1aNoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u3001HBase 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HBase\u306f\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3092\u63d0\u4f9b\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u969c\u5bb3\u306b\u3088\u308b\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u60aa\u5f71\u97ff\u3092\u8efd\u6e1b\u307e\u305f\u306f\u6392\u9664\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\uff1aHBase\u306f\u30c6\u30fc\u30d6\u30eb\u306e\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u81ea\u52d5\u3067\u8a2d\u5b9a\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3069\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u306b\u5411\u3044\u3066\u3044\u308b\u304b\uff1f\uff1aApache HBase \u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u306f\u3001&#8221;\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3078\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u8aad\u307f\u66f8\u304d\u30a2\u30af\u30bb\u30b9\u304c\u5fc5\u8981\u306a\u5834\u5408&#8221;\u306bHBase \u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u4f55\u5341\u5104\u884c\u3001\u4f55\u767e\u4e07\u5217\u3082\u306e\u60c5\u5831\u3092\u542b\u3080\u5de8\u5927\u306a\u30c6\u30fc\u30d6\u30eb\u3092\u30db\u30b9\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u8981\u4ee5\u4e00\u79cd\u7b80\u5355\u7684\u65b9\u5f0f\u5c06\u6570\u636e\u8f6c\u79fb\u5230\u6570\u636e\u5e93\u4e2d\uff0c\u5e94\u8be5\u600e\u4e48\u505a\uff1f<\/h2>\n<p>\u65e0\u8bba\u9009\u62e9\u54ea\u79cd\u6570\u636e\u5e93\u8bbe\u8ba1\uff0c\u6570\u636e\u8fc1\u79fb\u90fd\u662f\u4e00\u4e2a\u4e25\u91cd\u7684\u95ee\u9898\u3002\u5982\u679c\u60a8\u6b63\u5728\u4e3a\u6570\u636e\u8fc1\u79fb\u7684\u74f6\u9888\u800c\u56f0\u6270\uff0cIntegrate.io \u7684\u81ea\u52a8\u5316ETL\u5e73\u53f0\u53ef\u4ee5\u5e2e\u52a9\u60a8\u3002<\/p>\n<p>Integrate.io 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