{"id":29649,"date":"2023-10-03T01:56:22","date_gmt":"2023-05-14T09:15:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8%e6%82%a8%e7%9a%84windows%e4%b8%aa%e4%ba%ba%e8%ae%a1%e7%ae%97%e6%9c%ba%e4%b8%8a%ef%bc%8c%e4%bd%93%e9%aa%8c%e5%9f%ba%e4%ba%8emongodb%e7%9a%84mapreduce%e5%8a%9f%e8%83%bd%e5%8f%aa%e9%9c%8015\/"},"modified":"2025-08-12T15:11:12","modified_gmt":"2025-08-12T07:11:12","slug":"%e5%9c%a8%e6%82%a8%e7%9a%84windows%e4%b8%aa%e4%ba%ba%e8%ae%a1%e7%ae%97%e6%9c%ba%e4%b8%8a%ef%bc%8c%e4%bd%93%e9%aa%8c%e5%9f%ba%e4%ba%8emongodb%e7%9a%84mapreduce%e5%8a%9f%e8%83%bd%e5%8f%aa%e9%9c%8015","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8%e6%82%a8%e7%9a%84windows%e4%b8%aa%e4%ba%ba%e8%ae%a1%e7%ae%97%e6%9c%ba%e4%b8%8a%ef%bc%8c%e4%bd%93%e9%aa%8c%e5%9f%ba%e4%ba%8emongodb%e7%9a%84mapreduce%e5%8a%9f%e8%83%bd%e5%8f%aa%e9%9c%8015\/","title":{"rendered":"\u5728\u60a8\u7684Windows\u4e2a\u4eba\u8ba1\u7b97\u673a\u4e0a\uff0c\u4f53\u9a8c\u57fa\u4e8eMongoDB\u7684MapReduce\u529f\u80fd\u53ea\u970015\u5206\u949f"},"content":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u4e3a\u90a3\u4e9b\u6ca1\u6709\u592a\u591a\u65f6\u95f4\u4f46\u60f3\u8981\u5feb\u901f\u4e86\u89e3\u65b0\u6280\u672f\u7684\u4eba\u6240\u8bbe\u8ba1\u7684\u3002<br \/>\n\u5b83\u7684\u76ee\u6807\u662f\u8ba9\u8bfb\u8005\u5728\u4ec5\u4ec5\u4f7f\u7528\u81ea\u5df1\u7684\u4e2a\u4eba\u7535\u8111\u5b89\u88c5MongoDB\u7684MapReduce\uff0c\u5e76\u572815\u5206\u949f\u5185\u4f53\u9a8c\u4e00\u756a\u3002<\/p>\n<h2>\u30b4\u30fc\u30eb\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bMapReduce\u306e\u7d50\u679c\u3092\u8868\u793a\u3057\u307e\u3059\u3002<br \/>\n\u52d5\u7269\u306e\u7a2e\u985e\u3054\u3068\u306e\u96c6\u8a08\u5024\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">results<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n                <span class=\"p\">{<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">_id<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">cheetah<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">value<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                                <span class=\"dl\">\"<\/span><span class=\"s2\">count<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">10<\/span>\r\n                        <span class=\"p\">}<\/span>\r\n                <span class=\"p\">},<\/span>\r\n                <span class=\"p\">{<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">_id<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">turtle<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">value<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                                <span class=\"dl\">\"<\/span><span class=\"s2\">count<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">10<\/span>\r\n                        <span class=\"p\">}<\/span>\r\n                <span class=\"p\">},<\/span>\r\n                <span class=\"p\">{<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">_id<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">zebra<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">value<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                                <span class=\"dl\">\"<\/span><span class=\"s2\">count<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">10<\/span>\r\n                        <span class=\"p\">}<\/span>\r\n                <span class=\"p\">}<\/span>\r\n        <span class=\"p\">],<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">timeMillis<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">22<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">counts<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">input<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">30<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">emit<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">30<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">reduce<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">3<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">output<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">3<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">ok<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">1<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"o\">&gt;<\/span>\r\n<\/code><\/pre>\n<h2>\u73af\u5883\u30fb\u64cd\u4f5c\u7cfb\u7edf\uff1aWindows10 \u4e13\u4e1a\u7248\uff081803\uff09x64\uff08\u65e5\u8bed\u7248\uff09<br \/>\n\u30fbMongoDB\uff1a\u7248\u672c 4.0.0<\/p>\n<h2>\u4f5c\u4e1a\u7684\u6b65\u9aa4<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u521b\u5efa\u4efb\u52a1\u6587\u4ef6\u5939<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5b89\u88c5MongoDB<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u6570\u636e\u5bfc\u5165<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u6267\u884cMapReduce\u64cd\u4f5c<\/ol>\n<h2>\u521b\u5efa\u4f5c\u4e1a\u6587\u4ef6\u5939\u63a5\u4e0b\u6765\uff0c\u5c06\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u4e0b\u8f7d\u6587\u4ef6\u548c\u5176\u4ed6\u64cd\u4f5c\u7684\u5de5\u4f5c\u6587\u4ef6\u5939\u3002\u867d\u7136\u8fd9\u9879\u5de5\u4f5c\u4e0d\u662f\u5fc5\u9700\u7684\uff0c\u4f46\u4ece\u4fe1\u606f\u6574\u7406\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u6211\u8ba4\u4e3a\u6700\u597d\u8fd8\u662f\u505a\u4e00\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code>C:\\sandbox\\MongoDBMapReduce\r\n<\/code><\/pre>\n<h2>\u5f15\u5165MongoDB<\/p>\n<h3>\u4e0b\u8f7d\u8bf7\u5728MongoDB\u7684\u4e0b\u8f7d\u7f51\u7ad9\u4e0a\u9009\u62e9\u4ee5\u4e0b\u9009\u9879\uff0c\u5c06\u201cmongodb-win32-x86_64-2008plus-ssl-4.0.0-signed.msi\u201d\u4e0b\u8f7d\u5230\u5de5\u4f5c\u6587\u4ef6\u5939\u4e2d\u3002<br \/>\n&#8211; \u7248\u672c\uff1aWindows 64\u4f4d x64<br \/>\n&#8211; \u5b89\u88c5\u5305\uff1a\u4e0b\u8f7d\uff08msi\uff09<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d031f37434c4406bd2d01\/14-0.png\" alt=\"image.png\" \/><\/p>\n<h3>\u5b89\u88c5\u53cc\u51fb\u4e0b\u8f7d\u7684&#8221;mongodb-win32-x86_64-2008plus-ssl-4.0.0-signed.msi&#8221;\u8fdb\u884c\u6267\u884c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d031f37434c4406bd2d01\/17-0.png\" alt=\"image.png\" \/>\u9009\u62e9\u9ed8\u8ba4\u7684&#8221;\u4e0b\u4e00\u6b65&#8221;\u6309\u94ae\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d031f37434c4406bd2d01\/19-0.png\" alt=\"image.png\" \/>\u4ee5\u540e\uff0c\u6240\u6709\u5185\u5bb9\u90fd\u5c06\u9ed8\u8ba4\u4e00\u76f4\u8fdb\u884c\u5230\u6700\u540e\u3002<\/p>\n<h3>\u521b\u5efa\u6587\u4ef6\u5939\u521b\u5efa\u4ee5\u4e0b\u6587\u4ef6\u5939\u3002<\/p>\n<pre class=\"post-pre\"><code>C:\\sandbox\\MongoDBMapReduce\\data\r\nC:\\sandbox\\MongoDBMapReduce\\data\\db\r\nC:\\sandbox\\MongoDBMapReduce\\data\\log\r\n<\/code><\/pre>\n<h3>\u521b\u5efa\u914d\u7f6e\u6587\u4ef6\uff08mongod.cfg\uff09\u3002<br \/>\n\u4fee\u590d\u4ee5\u4e0b\u5df2\u5b89\u88c5\u7684\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code>C:\\Program Files\\MongoDB\\Server\\3.2\\mongod.cfg\r\n<\/code><\/pre>\n<p>\u8bf7\u6839\u636e\u9700\u8981\u5c06\u539f\u59cb\u6587\u4ef6\u590d\u5236\u4e00\u4efd\u3002<\/p>\n<p>\u6211\u5011\u5c07\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u9032\u884c\u66f4\u6539\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">systemLog<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">destination<\/span><span class=\"pi\">:<\/span> <span class=\"s\">file<\/span>\r\n    <span class=\"na\">path<\/span><span class=\"pi\">:<\/span> <span class=\"s\">c:\\data\\log\\mongod.log<\/span>\r\n<span class=\"na\">storage<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">dbPath<\/span><span class=\"pi\">:<\/span> <span class=\"s\">c:\\data\\db<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"na\">systemLog<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">destination<\/span><span class=\"pi\">:<\/span> <span class=\"s\">file<\/span>\r\n    <span class=\"na\">path<\/span><span class=\"pi\">:<\/span> <span class=\"s\">C:\\sandbox\\MongoDBMapReduce\\data\\log\\mongod.log<\/span>\r\n<span class=\"na\">storage<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">dbPath<\/span><span class=\"pi\">:<\/span> <span class=\"s\">C:\\sandbox\\MongoDBMapReduce\\data\\db<\/span>\r\n<\/code><\/pre>\n<h3>\u8fd0\u884cmongod\u5728\u547d\u4ee4\u63d0\u793a\u7b26\u4e2d\uff0c\u8f6c\u5230\u5b89\u88c5\u7684MongoDB\u7684bin\u6587\u4ef6\u5939\uff0c\u5e76\u6267\u884cmongod\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code>cd C:\\Program Files\\MongoDB\\Server\\3.2\\bin\r\nmongod\r\n<\/code><\/pre>\n<p>\u8f93\u51fa\u5982\u4e0b\uff0c\u5e76\u542f\u52a8mongod\u3002<\/p>\n<pre class=\"post-pre\"><code>C:\\Program Files\\MongoDB\\Server\\3.2\\bin&gt;mongod\r\n2018-08-01T12:24:19.271+0900 I CONTROL  [initandlisten] MongoDB starting : pid=13848 port=27017 dbpath=C:\\data\\db\\ 64-bit host=49-OT0087-4\r\n2018-08-01T12:24:19.273+0900 I CONTROL  [initandlisten] targetMinOS: Windows 7\/Windows Server 2008 R2\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten] db version v3.2.10\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten] git version: 79d9b3ab5ce20f51c272b4411202710a082d0317\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten] OpenSSL version: OpenSSL 1.0.1t-fips  3 May 2016\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten] allocator: tcmalloc\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten] modules: none\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten] build environment:\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten]     distmod: 2008plus-ssl\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten]     distarch: x86_64\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten]     target_arch: x86_64\r\n2018-08-01T12:24:19.274+0900 I CONTROL  [initandlisten] options: {}\r\n2018-08-01T12:24:19.293+0900 I -        [initandlisten] Detected data files in C:\\data\\db\\ created by the 'wiredTiger' storage engine, so setting the active storage engine to 'wiredTiger'.\r\n2018-08-01T12:24:19.295+0900 I STORAGE  [initandlisten] wiredtiger_open config: create,cache_size=8G,session_max=20000,eviction=(threads_max=4),config_base=false,statistics=(fast),log=(enabled=true,archive=true,path=journal,compressor=snappy),file_manager=(close_idle_time=100000),checkpoint=(wait=60,log_size=2GB),statistics_log=(wait=0),\r\n2018-08-01T12:24:20.333+0900 I NETWORK  [HostnameCanonicalizationWorker] Starting hostname canonicalization worker\r\n2018-08-01T12:24:20.333+0900 I FTDC     [initandlisten] Initializing full-time diagnostic data capture with directory 'C:\/data\/db\/diagnostic.data'\r\n2018-08-01T12:24:20.363+0900 I NETWORK  [initandlisten] waiting for connections on port 27017\r\n<\/code><\/pre>\n<h3>\u786e\u8ba4MongoDB shell\u662f\u5426\u6b63\u5728\u8fd0\u884c\u3002\u5728\u53e6\u4e00\u4e2a\u547d\u4ee4\u63d0\u793a\u7b26\u4e2d\uff0c\u8fdb\u5165\u5b89\u88c5\u7684MongoDB\u7684bin\u6587\u4ef6\u5939\uff0c\u5e76\u6267\u884cmongo\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code>cd C:\\Program Files\\MongoDB\\Server\\3.2\\bin\r\nmongo\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u5c06\u4ee5\u5982\u4e0b\u65b9\u5f0f\u8f93\u51fa\u3002<\/p>\n<pre class=\"post-pre\"><code>C:\\Program Files\\MongoDB\\Server\\3.2\\bin&gt;mongo\r\nMongoDB shell version: 3.2.10\r\nconnecting to: test\r\n<\/code><\/pre>\n<p>\u4e00\u65e6\u9000\u51faMongoDB shell\u3002<\/p>\n<pre class=\"post-pre\"><code>exit\r\n<\/code><\/pre>\n<h3>\u5efa\u7acbDB\u4f7f\u7528\u201cmapreducetest\u201d\u4f5c\u4e3a\u540d\u79f0\u521b\u5efa\u6570\u636e\u5e93\u3002<br \/>\n\u7136\u540e\uff0c\u5728\u547d\u4ee4\u63d0\u793a\u7b26\u4e0b\uff0c\u5728\u201cc:\\Program Files\\MongoDB\\Server\\3.2\\bin\u201d\u76ee\u5f55\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code>mongo mapreducetest\r\n<\/code><\/pre>\n<p>\u7136\u540e\uff0c\u5728MongoDB shell\u4e0a\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c\u3002<\/p>\n<pre class=\"post-pre\"><code>use mapreducetest\r\nshow dbs\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u662f\u5982\u4e0b\u7684\u60c5\u51b5.<\/p>\n<pre class=\"post-pre\"><code>c:\\Program Files\\MongoDB\\Server\\3.2\\bin&gt;mongo mapreducetest\r\nMongoDB shell version: 3.2.10\r\nconnecting to: mapreducetest\r\n&gt; use mapreducetest\r\nswitched to db mapreducetest\r\n&gt; show dbs\r\nlocal  0.000GB\r\nmydb   0.000GB\r\n<\/code><\/pre>\n<p>\u5e0c\u671b\u4f7f\u7528\u300cshow dbs\u300d\u547d\u4ee4\u80fd\u5920\u986f\u793a\u300cmapreducetest\u300d\uff0c\u4f46\u537b\u6c92\u6709\u986f\u793a\u51fa\u4f86\u3002\u8acb\u653e\u5fc3\uff0c\u53ea\u8981\u6dfb\u52a0\u4e0b\u5217\u8cc7\u6599\uff0c\u5b83\u5c31\u6703\u986f\u793a\u51fa\u4f86\u3002<\/p>\n<h2>\u6570\u636e\u8f93\u5165<br \/>\n\u5c06\u6570\u636e\u8f93\u5165\u3002<br \/>\n\u5c06\u6587\u6863\u6dfb\u52a0\u5230\u540d\u4e3a&#8221;animals&#8221;\u7684\u96c6\u5408\u4e2d\u3002<br \/>\n\u8bf7\u5c06\u4ee5\u4e0b\u5185\u5bb9\u590d\u5236\u5e76\u7c98\u8d34\u5230MongoDB shell\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>db.animals.insert({\"type\":\"cheetah\",\"age\":24});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":14});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":20});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":3});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":32});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":2});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":24});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":14});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":20});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":3});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":32});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":2});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":24});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":14});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":20});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":3});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":32});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":2});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":24});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":14});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":20});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":3});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":32});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":2});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":24});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":14});\r\ndb.animals.insert({\"type\":\"cheetah\",\"age\":20});\r\ndb.animals.insert({\"type\":\"zebra\",\"age\":3});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":32});\r\ndb.animals.insert({\"type\":\"turtle\",\"age\":2});\r\n<\/code><\/pre>\n<p>\u4f1a\u4ee5\u4ee5\u4e0b\u65b9\u5f0f\u663e\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code>&gt; db.animals.insert({\"type\":\"cheetah\",\"age\":24});\r\nWriteResult({ \"nInserted\" : 1 })\r\n&gt; db.animals.insert({\"type\":\"zebra\",\"age\":14});\r\nWriteResult({ \"nInserted\" : 1 })\r\n&gt; db.animals.insert({\"type\":\"cheetah\",\"age\":20});\r\nWriteResult({ \"nInserted\" : 1 })\r\n\r\n\uff5e \u4ee5\u964d\u3001\u7701\u7565 \uff5e\r\n<\/code><\/pre>\n<p>\u8bf7\u952e\u5165\u4ee5\u4e0b\u5185\u5bb9\uff0c\u4ee5\u786e\u8ba4\u5b58\u50a8\u7684\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code>db.animals.find();\r\n<\/code><\/pre>\n<p>\u5b9e\u9645\u7ed3\u679c\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code>\r\n&gt; db.animals.find();\r\n{ \"_id\" : ObjectId(\"5b642d16c1c4784ac342eb66\"), \"type\" : \"cheetah\", \"age\" : 24 }\r\n{ \"_id\" : ObjectId(\"5b642d16c1c4784ac342eb67\"), \"type\" : \"zebra\", \"age\" : 14 }\r\n\r\n\uff5e \u4e2d\u7565 \uff5e\r\n{ \"_id\" : ObjectId(\"5b642d16c1c4784ac342eb79\"), \"type\" : \"zebra\", \"age\" : 14 }\r\nType \"it\" for more\r\n&gt;\r\n<\/code><\/pre>\n<p>\u8ba9\u6211\u4eec\u518d\u6b21\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u663e\u793a\u6570\u636e\u5e93\u5217\u8868\u3002<\/p>\n<pre class=\"post-pre\"><code>show dbs\r\n<\/code><\/pre>\n<p>\u8fd9\u6b21\uff0c&#8221;mapreducetest&#8221;\u4e5f\u88ab\u6b63\u786e\u5730\u6dfb\u52a0\u4e86\u8fdb\u53bb\u3002<\/p>\n<pre class=\"post-pre\"><code>&gt; show dbs\r\nlocal          0.000GB\r\nmapreducetest  0.000GB\r\nmydb           0.000GB\r\n&gt;\r\n<\/code><\/pre>\n<h2>\u6267\u884cMapReduce<br \/>\n\u8bf7\u5728MongoDB shell\u4e2d\u590d\u5236\u5e76\u7c98\u8d34\u4ee5\u4e0b\u5185\u5bb9\uff1a<br \/>\n\u8bf7\u5b9a\u4e49map\u51fd\u6570\u548creduce\u51fd\u6570\uff0c\u5e76\u5c06\u5b83\u4eec\u4f20\u9012\u7ed9mapReduce()\uff0c\u4ee5\u83b7\u53d6MapReduce\u7684\u7ed3\u679c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kd\">var<\/span> <span class=\"nx\">map<\/span> <span class=\"o\">=<\/span> <span class=\"kd\">function<\/span><span class=\"p\">()<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nx\">emit<\/span><span class=\"p\">(<\/span><span class=\"k\">this<\/span><span class=\"p\">.<\/span><span class=\"nx\">type<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"na\">count<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">});<\/span>\r\n<span class=\"p\">};<\/span>\r\n\r\n<span class=\"kd\">var<\/span> <span class=\"nx\">reduce<\/span> <span class=\"o\">=<\/span> <span class=\"kd\">function<\/span><span class=\"p\">(<\/span><span class=\"nx\">key<\/span><span class=\"p\">,<\/span> <span class=\"nx\">values<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"kd\">var<\/span> <span class=\"nx\">result<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"na\">count<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span><span class=\"p\">};<\/span>\r\n  <span class=\"nx\">values<\/span><span class=\"p\">.<\/span><span class=\"nx\">forEach<\/span><span class=\"p\">(<\/span><span class=\"kd\">function<\/span><span class=\"p\">(<\/span><span class=\"nx\">value<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nx\">result<\/span><span class=\"p\">.<\/span><span class=\"nx\">count<\/span> <span class=\"o\">+=<\/span> <span class=\"nx\">value<\/span><span class=\"p\">.<\/span><span class=\"nx\">count<\/span><span class=\"p\">;<\/span>\r\n  <span class=\"p\">});<\/span>\r\n  <span class=\"k\">return<\/span> <span class=\"nx\">result<\/span><span class=\"p\">;<\/span>\r\n<span class=\"p\">};<\/span>\r\n\r\n<span class=\"nx\">db<\/span><span class=\"p\">.<\/span><span class=\"nx\">animals<\/span><span class=\"p\">.<\/span><span class=\"nx\">mapReduce<\/span><span class=\"p\">(<\/span><span class=\"nx\">map<\/span><span class=\"p\">,<\/span> <span class=\"nx\">reduce<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"na\">out<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"na\">inline<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">}});<\/span>\r\n<\/code><\/pre>\n<p>\u7ed3\u679c\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;<\/span> <span class=\"nx\">db<\/span><span class=\"p\">.<\/span><span class=\"nx\">animals<\/span><span class=\"p\">.<\/span><span class=\"nx\">mapReduce<\/span><span class=\"p\">(<\/span><span class=\"nx\">map<\/span><span class=\"p\">,<\/span> <span class=\"nx\">reduce<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"na\">out<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"na\">inline<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">}});<\/span>\r\n<span class=\"p\">{<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">results<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n                <span class=\"p\">{<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">_id<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">cheetah<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">value<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                                <span class=\"dl\">\"<\/span><span class=\"s2\">count<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">10<\/span>\r\n                        <span class=\"p\">}<\/span>\r\n                <span class=\"p\">},<\/span>\r\n                <span class=\"p\">{<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">_id<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">turtle<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">value<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                                <span class=\"dl\">\"<\/span><span class=\"s2\">count<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">10<\/span>\r\n                        <span class=\"p\">}<\/span>\r\n                <span class=\"p\">},<\/span>\r\n                <span class=\"p\">{<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">_id<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">zebra<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n                        <span class=\"dl\">\"<\/span><span class=\"s2\">value<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                                <span class=\"dl\">\"<\/span><span class=\"s2\">count<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">10<\/span>\r\n                        <span class=\"p\">}<\/span>\r\n                <span class=\"p\">}<\/span>\r\n        <span class=\"p\">],<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">timeMillis<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">22<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">counts<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">input<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">30<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">emit<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">30<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">reduce<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">3<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"dl\">\"<\/span><span class=\"s2\">output<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">3<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">ok<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">1<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"o\">&gt;<\/span>\r\n<\/code><\/pre>\n<p>\u8fd9\u6837\u4e00\u6765\uff0c\u53ef\u4ee5\u6267\u884cMapReduce\u4e86\uff01<\/p>\n<h2>\u6700\u540e<br \/>\n\u90a3\u4e48\uff0c\u8fd9\u6bb5\u65f6\u95f4\u60a8\u5b8c\u6210\u5f97\u5982\u4f55\uff1f\u5982\u679c\u60a8\u80fd\u544a\u8bc9\u6211\u5b9e\u9645\u8017\u65f6\u591a\u4e45\uff0c\u6211\u4f1a\u53c2\u8003\u4e00\u4e0b\u3002<\/p>\n<h2>\u8bf7\u53c2\u8003\u5728Mongo\u4e2d\u6267\u884cMapReduce\u64cd\u4f5c<\/p>\n<p>\u5c1d\u8bd5\u901a\u8fc7\u4f7f\u7528Windows\u7248MongoDB\u8fdb\u884c\u5b89\u88c5\u5e76\u4f7f\u7528MongoShell\u8fd0\u884cCRUD\u547d\u4ee4\u3002<\/p>\n<p>\u5728mongodb\u4e2d\u73a9MapReduce\u6e38\u620f<\/p>\n<p>\u4ee5\u4e0a<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u4e3a\u90a3\u4e9b\u6ca1\u6709\u592a\u591a\u65f6\u95f4\u4f46\u60f3\u8981\u5feb\u901f\u4e86\u89e3\u65b0\u6280\u672f\u7684\u4eba\u6240\u8bbe\u8ba1\u7684\u3002 \u5b83\u7684\u76ee\u6807\u662f\u8ba9\u8bfb\u8005\u5728\u4ec5\u4ec5\u4f7f\u7528\u81ea\u5df1\u7684\u4e2a\u4eba\u7535\u8111\u5b89\u88c5M [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-29649","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5728\u60a8\u7684Windows\u4e2a\u4eba\u8ba1\u7b97\u673a\u4e0a\uff0c\u4f53\u9a8c\u57fa\u4e8eMongoDB\u7684MapReduce\u529f\u80fd\u53ea\u970015\u5206\u949f - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5728\u60a8\u7684Windows\u4e2a\u4eba\u8ba1\u7b97\u673a\u4e0a\uff0c\u4f53\u9a8c\u57fa\u4e8eMongoDB\u7684MapReduce\u529f\u80fd\u53ea\u970015\u5206\u949f\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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