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\/>\n\u5982\u679c\u5f3a\u4e8b\u52a1\u4e00\u81f4\u6027\u662f\u521a\u9700&#xff08;\u5982\u94f6\u884c\u8f6c\u8d26\u3001\u7535\u5546\u5e93\u5b58\u6263\u51cf&#xff09;&#xff0c;\u5219\u4f18\u5148\u8003\u8651\u5173\u7cfb\u578b\u6570\u636e\u5e93&#xff08;\u5982MySQL\u3001PostgreSQL\u53ca\u5176\u5206\u5e03\u5f0f\u53d8\u79cd&#xff09;\u3002<\/p>\n<h4>\u4e09\u3001MongoDB\u9002\u5408\u5927\u6570\u636e\u8ba1\u7b97\u64cd\u4f5c\u7684\u5b58\u50a8\u5417&#xff1f;<\/h4>\n<p>MongoDB\u9002\u5408\u5b58\u50a8\u9700\u8981\u9891\u7e41\u8fdb\u884c\u590d\u6742\u67e5\u8be2&#xff08;\u542b\u805a\u5408&#xff09;\u7684\u5927\u6570\u636e&#xff0c;\u4f46\u5b83\u672c\u8eab\u662f\u6570\u636e\u5e93&#xff0c;\u4e0d\u662f\u4e13\u95e8\u7684\u8ba1\u7b97\u5f15\u64ce\u3002<\/p>\n<ul>\n<li>\u5b58\u50a8\u5c42\u804c\u8d23&#xff1a;MongoDB\u9ad8\u6548\u5b58\u50a8\u6d77\u91cf\u6587\u6863\u578b\u6570\u636e&#xff0c;\u5e76\u63d0\u4f9b\u7075\u6d3b\u67e5\u8be2\u63a5\u53e3&#xff08;\u5305\u62ec\u805a\u5408\u7ba1\u9053&#xff09;\u3002<\/li>\n<li>\u8ba1\u7b97\u5c42\u804c\u8d23&#xff1a;\u5bf9\u4e8e\u8d85\u5927\u89c4\u6a21\u5386\u53f2\u6570\u636e\u7684\u590d\u6742\u5206\u6790&#xff08;\u4f8b\u5982\u8de8\u6570\u5e74\u7684\u5168\u91cf\u7528\u6237\u884c\u4e3a\u5206\u6790&#xff09;&#xff0c;\u901a\u5e38\u4f1a\u5c06\u6570\u636e\u540c\u6b65\u5230\u79bb\u7ebf\u6570\u4ed3&#xff08;\u5982Hive\u3001Spark&#xff09;\u6216\u5b9e\u65f6\u6570\u4ed3&#xff08;\u5982ClickHouse&#xff09;\u8fdb\u884c\u6df1\u5ea6\u5904\u7406\u3002\u8fd9\u662f\u56e0\u4e3a\u6570\u636e\u5e93\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u5b9e\u65f6\u8bfb\u5199\u548c\u5728\u7ebf\u67e5\u8be2&#xff0c;\u800c\u975e\u6279\u5904\u7406\u6216\u6d77\u91cf\u8ba1\u7b97\u3002<\/li>\n<\/ul>\n<p>\u4e3e\u4e2a\u4f8b\u5b50&#xff1a;<\/p>\n<ul>\n<li>\u8ba2\u5355\u7edf\u8ba1\u573a\u666f&#xff1a;\u82e5\u9700\u8981\u5b9e\u65f6\u6216\u51c6\u5b9e\u65f6\u83b7\u53d6\u201c\u4eca\u65e5\u5404\u5730\u533a\u8ba2\u5355\u5747\u4ef7\u3001\u603b\u9500\u552e\u989d\u201d&#xff0c;MongoDB\u7684\u805a\u5408\u64cd\u4f5c\u53ef\u4ee5\u9ad8\u6548\u5b8c\u6210&#xff08;\u76f4\u63a5\u5728\u5b58\u50a8\u5c42\u8ba1\u7b97&#xff0c;\u8fd4\u56de\u7ed3\u679c\u800c\u975e\u539f\u59cb\u6570\u636e&#xff09;\u3002<\/li>\n<li>\u5e74\u5ea6\u9500\u552e\u8d8b\u52bf\u5206\u6790&#xff1a;\u82e5\u8981\u5206\u6790\u8fc7\u53bb5\u5e74\u7684\u8ba2\u5355\u53d8\u5316\u8d8b\u52bf&#xff0c;\u6d89\u53caTB\u7ea7\u5386\u53f2\u6570\u636e&#xff0c;\u66f4\u5408\u7406\u7684\u67b6\u6784\u662f\u5c06\u6570\u636e\u540c\u6b65\u5230Hive\/Spark\u8fdb\u884c\u79bb\u7ebf\u8ba1\u7b97&#xff0c;MongoDB\u4ec5\u8d1f\u8d23\u5b58\u50a8\u5f53\u524d\u6d3b\u8dc3\u6570\u636e\u3002<\/li>\n<\/ul>\n<h4>\u56db\u3001\u6210\u719f\u4f01\u4e1a&#xff08;\u5b57\u8282\u3001\u817e\u8baf\u3001\u963f\u91cc\u3001\u4eac\u4e1c\u3001\u7f8e\u56e2&#xff09;\u5982\u4f55\u4f7f\u7528MongoDB&#xff1f;\u5177\u4f53\u4e1a\u52a1\u573a\u666f\u8be6\u89e3<\/h4>\n<h5>1. 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\/>\nMongoDB\u7528\u4e8e\u5b58\u50a8\u975e\u7ed3\u6784\u5316\u6216\u534a\u7ed3\u6784\u5316\u6570\u636e&#xff0c;\u4f8b\u5982&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u8bc4\u8bba\u3001\u70b9\u8d5e\u3001\u6536\u85cf\u8bb0\u5f55&#xff08;\u52a8\u6001\u5b57\u6bb5\u3001\u683c\u5f0f\u591a\u6837&#xff09;\u3002<\/li>\n<li>\u89c6\u9891\u5143\u6570\u636e&#xff08;\u6807\u7b7e\u3001\u5206\u7c7b\u3001\u70ed\u5ea6\u7edf\u8ba1&#xff09;\u3002<\/li>\n<li>\u7528\u6237\u753b\u50cf\u5c5e\u6027&#xff08;\u5174\u8da3\u6807\u7b7e\u3001\u4e2a\u6027\u5316\u914d\u7f6e&#xff0c;\u9891\u7e41\u66f4\u65b0&#xff09;\u3002<\/li>\n<li>\u6838\u5fc3\u539f\u56e0&#xff1a;Schema\u81ea\u7531\u7075\u6d3b\u5e94\u5bf9\u6570\u636e\u53d8\u5316&#xff0c;\u9ad8\u5e76\u53d1\u5199\u5165\u652f\u6301\u6d77\u91cf\u7528\u6237\u64cd\u4f5c&#xff08;\u6296\u97f3\u65e5\u6d3b\u6570\u4ebf&#xff0c;\u6bcf\u79d2\u8bc4\u8bba\/\u70b9\u8d5e\u8bf7\u6c42\u6781\u9ad8&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5b9e\u65f6\u5206\u6790\u4e0e\u805a\u5408\u5e94\u7528&#xff1a;<br \/>\n\u901a\u8fc7\u805a\u5408\u7ba1\u9053\u76f4\u63a5\u5728\u6570\u636e\u5e93\u5c42\u5b8c\u6210\u5b9e\u65f6\u6216\u51c6\u5b9e\u65f6\u7edf\u8ba1&#xff0c;\u4f8b\u5982&#xff1a;<\/p>\n<ul>\n<li>\u8fd130\u5929\u5404\u7528\u6237\u53d1\u5e03\u7684\u89c6\u9891\u6570\u3001\u83b7\u8d5e\u603b\u6570&#xff08;\u7528\u4e8e\u63a8\u8350\u7b97\u6cd5\u6743\u91cd\u8ba1\u7b97&#xff09;\u3002<\/li>\n<li>\u70ed\u95e8\u89c6\u9891\u5206\u7c7b\u7edf\u8ba1\u3001\u533a\u57df\u6d41\u91cf\u5206\u6790&#xff08;\u8f85\u52a9\u5185\u5bb9\u8fd0\u8425\u51b3\u7b56&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5730\u7406\u7a7a\u95f4\u4e0e\u641c\u7d22\u9700\u6c42&#xff1a;<br \/>\n\u5229\u7528\u5730\u7406\u7d22\u5f15\u652f\u6301\u57fa\u4e8e\u4f4d\u7f6e\u7684\u5185\u5bb9\u63a8\u8350&#xff08;\u5982\u201c\u9644\u8fd1\u7684\u89c6\u9891\u201d&#xff09;&#xff0c;\u7ed3\u5408\u5168\u6587\u68c0\u7d22\u4f18\u5316\u641c\u7d22\u76f8\u5173\u6027\u3002<\/li>\n<\/ul>\n<h5>2. \u817e\u8baf&#xff08;\u5fae\u4fe1\u3001\u6e38\u620f\u3001\u817e\u8baf\u4e91\u7b49&#xff09;<\/h5>\n<ul>\n<li>\u793e\u4ea4\u4e0e\u6e38\u620f\u4e1a\u52a1&#xff1a;<br \/>\nMongoDB\u5904\u7406\u7528\u6237\u793e\u4ea4\u5173\u7cfb\u9644\u5c5e\u6570\u636e\u548c\u6e38\u620f\u52a8\u6001\u6570\u636e&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u81ea\u5b9a\u4e49\u8868\u60c5\u3001\u804a\u5929\u8bb0\u5f55\u6269\u5c55\u5b57\u6bb5&#xff08;\u7075\u6d3bSchema\u9002\u5e94\u4e2a\u6027\u5316\u9700\u6c42&#xff09;\u3002<\/li>\n<li>\u6e38\u620f\u9053\u5177\u3001\u88c5\u5907\u3001\u79ef\u5206\u7cfb\u7edf&#xff08;\u9891\u7e41\u66f4\u65b0\u4e14\u7ed3\u6784\u591a\u6837&#xff09;\u3002<\/li>\n<li>\u73a9\u5bb6\u884c\u4e3a\u65e5\u5fd7&#xff08;\u805a\u5408\u5206\u6790\u6e38\u620f\u6d3b\u8dc3\u5ea6\u3001\u4ed8\u8d39\u8f6c\u5316\u8def\u5f84&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u7269\u8054\u7f51\u4e0e\u7269\u6d41\u573a\u666f&#xff1a;<br \/>\n\u5b58\u50a8\u4f20\u611f\u5668\u6570\u636e\u3001\u8bbe\u5907\u72b6\u6001\u548c\u7269\u6d41\u8ba2\u5355\u4fe1\u606f&#xff1a;<\/p>\n<ul>\n<li>\u8bbe\u5907\u5b9e\u65f6\u76d1\u63a7\u6307\u6807&#xff08;\u65f6\u5e8f\u6570\u636e\u7ed3\u5408\u65f6\u95f4\u8303\u56f4\u67e5\u8be2\u4f18\u5316&#xff09;\u3002<\/li>\n<li>\u7269\u6d41\u8ba2\u5355\u72b6\u6001\u53d8\u66f4\u8bb0\u5f55&#xff08;\u5185\u5d4cJSON\u5b58\u50a8\u5168\u6d41\u7a0b\u4fe1\u606f&#xff0c;\u4e00\u6b21\u67e5\u8be2\u83b7\u53d6\u6240\u6709\u53d8\u66f4\u5386\u53f2&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u805a\u5408\u80fd\u529b\u5e94\u7528&#xff1a;<br \/>\n\u901a\u8fc7\u805a\u5408\u7ba1\u9053\u5b9e\u73b0\u9ad8\u6548\u7edf\u8ba1&#xff0c;\u4f8b\u5982&#xff1a;<\/p>\n<ul>\n<li>\u5206\u6790\u793e\u4ea4\u7fa4\u7ec4\u6d3b\u8dc3\u5ea6&#xff08;\u6210\u5458\u53d1\u8a00\u6570\u3001\u4e92\u52a8\u9891\u7387&#xff09;\u3002<\/li>\n<li>\u7edf\u8ba1\u6e38\u620f\u9053\u5177\u6d88\u8017\u8d8b\u52bf\u3001\u73a9\u5bb6\u7b49\u7ea7\u5206\u5e03&#xff08;\u4f18\u5316\u6e38\u620f\u5e73\u8861&#xff09;\u3002<\/li>\n<li>\u7269\u6d41\u65f6\u6548\u5206\u6790&#xff08;\u5404\u4ed3\u5e93\u8d85\u65f6\u8ba2\u5355\u5360\u6bd4\u3001\u914d\u9001\u65f6\u957f\u805a\u5408&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h5>3. \u963f\u91cc\u5df4\u5df4&#xff08;\u6dd8\u5b9d\u3001\u5929\u732b\u3001\u963f\u91cc\u4e91\u7b49&#xff09;<\/h5>\n<ul>\n<li>\u5546\u54c1\u4e0e\u5185\u5bb9\u7ba1\u7406&#xff1a;<br \/>\nMongoDB\u7528\u4e8e\u5b58\u50a8\u5546\u54c1\u6269\u5c55\u4fe1\u606f\u3001\u5546\u5bb6\u5185\u5bb9\u7b49\u9ad8\u7075\u6d3b\u6570\u636e&#xff1a;<\/p>\n<ul>\n<li>\u5546\u54c1\u591a\u8bed\u8a00\u63cf\u8ff0\u3001\u81ea\u5b9a\u4e49\u5c5e\u6027&#xff08;\u65e0\u9700\u4fee\u6539\u8868\u7ed3\u6784\u5373\u53ef\u65b0\u589e\u5b57\u6bb5&#xff09;\u3002<\/li>\n<li>\u5546\u5bb6\u53d1\u5e03\u7684\u56fe\u6587\u8be6\u60c5\u3001\u77ed\u89c6\u9891\u7d20\u6750\u5143\u6570\u636e\u3002<\/li>\n<li>\u7528\u6237\u751f\u6210\u5185\u5bb9&#xff08;\u6652\u5355\u3001\u8bc4\u6d4b&#xff0c;\u683c\u5f0f\u81ea\u7531\u4e14\u66f4\u65b0\u9891\u7e41&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u9ad8\u5e76\u53d1\u4e1a\u52a1\u652f\u6491&#xff1a;<br \/>\n\u5728\u79d2\u6740\u3001\u5927\u4fc3\u7b49\u9ad8\u6d41\u91cf\u573a\u666f\u4e0b&#xff0c;\u5229\u7528\u5206\u7247\u96c6\u7fa4\u6c34\u5e73\u6269\u5c55&#xff0c;\u5904\u7406\u6d77\u91cf\u8ba2\u5355\u6d41\u6c34\u65e5\u5fd7\u6216\u6d3b\u52a8\u914d\u7f6e\u6570\u636e&#xff08;\u52a8\u6001\u89c4\u5219\u53d8\u66f4\u9891\u7e41&#xff09;\u3002<\/li>\n<li>\u5206\u6790\u4e0e\u63a8\u8350\u7cfb\u7edf&#xff1a;<br \/>\n\u901a\u8fc7\u805a\u5408\u9884\u5904\u7406\u7528\u6237\u884c\u4e3a\u7279\u5f81&#xff08;\u5982\u6d4f\u89c8\u65f6\u957f\u3001\u70b9\u51fb\u5546\u54c1\u7c7b\u522b\u5206\u5e03&#xff09;&#xff0c;\u4e3a\u63a8\u8350\u7b97\u6cd5\u63d0\u4f9b\u5b9e\u65f6\u6570\u636e\u6e90\u3002<\/li>\n<li>\u963f\u91cc\u4e91\u670d\u52a1\u96c6\u6210&#xff1a;<br \/>\n\u963f\u91cc\u4e91MongoDB\u6258\u7ba1\u670d\u52a1&#xff08;ApsaraDB for MongoDB&#xff09;\u6df1\u5ea6\u4f18\u5316&#xff0c;\u670d\u52a1\u7535\u5546\u3001\u6e38\u620f\u7b49\u5ba2\u6237&#xff08;\u5982\u5409\u6bd4\u7279\u300a\u4e00\u5ff5\u900d\u9065\u300b&#xff09;&#xff0c;\u63d0\u5347\u8fd0\u7ef4\u6548\u7387\u3002<\/li>\n<\/ul>\n<h5>4. \u4eac\u4e1c&#xff08;\u7535\u5546\u5e73\u53f0\u3001\u7269\u6d41\u7b49&#xff09;<\/h5>\n<ul>\n<li>\u7528\u6237\u753b\u50cf\u4e0e\u4e2a\u6027\u5316\u6570\u636e&#xff1a;<br \/>\nMongoDB\u5b58\u50a8\u7528\u6237\u5174\u8da3\u6807\u7b7e\u3001\u884c\u4e3a\u504f\u597d\u7b49\u753b\u50cf\u6570\u636e&#xff0c;\u652f\u6301\u52a8\u6001\u66f4\u65b0\u548c\u5b9e\u65f6\u67e5\u8be2&#xff1a;<\/p>\n<ul>\n<li>\u57fa\u4e8e\u5386\u53f2\u8d2d\u4e70\u3001\u6d4f\u89c8\u8bb0\u5f55\u751f\u6210\u5174\u8da3\u5206\u7c7b&#xff08;\u805a\u5408\u7edf\u8ba1\u9ad8\u9891\u5546\u54c1\u7c7b\u76ee\u3001\u54c1\u724c\u504f\u597d&#xff09;\u3002<\/li>\n<li>\u7528\u6237PLUS\u4f1a\u5458\u6743\u76ca\u914d\u7f6e&#xff08;\u7075\u6d3b\u5b57\u6bb5\u9002\u5e94\u4e13\u5c5e\u4f18\u60e0\u89c4\u5219\u53d8\u5316&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u8bc4\u8bba\u4e0e\u5185\u5bb9\u7cfb\u7edf&#xff1a;<br \/>\n\u65e9\u671f\u7528\u4e8e\u5546\u54c1\u8bc4\u8bba\u5b58\u50a8&#xff08;JSON\u7ed3\u6784\u652f\u6301\u56fe\u7247\u3001\u6587\u5b57\u6df7\u6392&#xff09;&#xff0c;\u540e\u671f\u56e0\u6570\u636e\u89c4\u6a21\u589e\u957f\u90e8\u5206\u8fc1\u79fb\u81f3HBase&#xff0c;\u4f46\u805a\u5408\u5206\u6790\u80fd\u529b\u4ecd\u7528\u4e8e\u5207\u9762\u7edf\u8ba1\u3001\u5173\u952e\u8bcd\u68c0\u7d22\u524d\u7f6e\u5904\u7406\u3002<\/li>\n<li>\u8ba2\u5355\u4e0e\u7269\u6d41\u6570\u636e\u5206\u6790&#xff1a;<br \/>\n\u805a\u5408\u5904\u7406\u7269\u6d41\u8ba2\u5355\u65f6\u6548\u6570\u636e&#xff08;\u5982\u4ed3\u5e93\u914d\u9001\u65f6\u957f\u5206\u5e03\u3001\u8d85\u65f6\u7387&#xff09;&#xff0c;\u4f18\u5316\u4f9b\u5e94\u94fe\u51b3\u7b56\u3002<\/li>\n<li>\u7269\u8054\u7f51\u8bbe\u5907\u6570\u636e&#xff1a;<br \/>\n\u5b58\u50a8\u667a\u80fd\u8bbe\u5907\u72b6\u6001\u3001\u4f20\u611f\u5668\u6307\u6807&#xff0c;\u652f\u6301\u9ad8\u6548\u65f6\u95f4\u8303\u56f4\u67e5\u8be2\u548c\u521d\u6b65\u805a\u5408\u7edf\u8ba1\u3002<\/li>\n<\/ul>\n<h5>5. \u7f8e\u56e2&#xff08;\u5916\u5356\u3001\u5230\u5e97\u3001\u6c11\u5bbf\u7b49&#xff09;<\/h5>\n<ul>\n<li>\u751f\u6d3b\u670d\u52a1\u6838\u5fc3\u6570\u636e\u5b58\u50a8&#xff1a;<br 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