{"id":29336,"date":"2023-07-19T18:06:09","date_gmt":"2023-01-23T20:26:45","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%ba%e4%ba%86%e8%83%bd%e5%9c%a8mongodb%e4%b8%ad%e7%94%a8%e6%97%a5%e8%af%ad%e8%bf%9b%e8%a1%8c%e5%85%a8%e6%96%87%e6%90%9c%e7%b4%a2%ef%bc%8c%e9%9c%80%e8%a6%81%e5%ae%89%e8%a3%85elasticsearch%e3%80%82\/"},"modified":"2025-08-12T13:35:29","modified_gmt":"2025-08-12T05:35:29","slug":"%e4%b8%ba%e4%ba%86%e8%83%bd%e5%9c%a8mongodb%e4%b8%ad%e7%94%a8%e6%97%a5%e8%af%ad%e8%bf%9b%e8%a1%8c%e5%85%a8%e6%96%87%e6%90%9c%e7%b4%a2%ef%bc%8c%e9%9c%80%e8%a6%81%e5%ae%89%e8%a3%85elasticsearch%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%ba%e4%ba%86%e8%83%bd%e5%9c%a8mongodb%e4%b8%ad%e7%94%a8%e6%97%a5%e8%af%ad%e8%bf%9b%e8%a1%8c%e5%85%a8%e6%96%87%e6%90%9c%e7%b4%a2%ef%bc%8c%e9%9c%80%e8%a6%81%e5%ae%89%e8%a3%85elasticsearch%e3%80%82\/","title":{"rendered":"\u4e3a\u4e86\u80fd\u5728MongoDB\u4e2d\u7528\u65e5\u8bed\u8fdb\u884c\u5168\u6587\u641c\u7d22\uff0c\u9700\u8981\u5b89\u88c5ElasticSearch"},"content":{"rendered":"<h2>MongoDB\u4e2d\u7684\u5168\u6587\u641c\u7d22<\/h2>\n<p>\u6211\u60f3\u5728MongoDB\u4e2d\u7528\u65e5\u8bed\u8fdb\u884c\u5168\u6587\u641c\u7d22\uff01\u4f46\u5f88\u9057\u61be\uff0c\u8fd9\u8fd8\u4e0d\u88ab\u652f\u6301\u3002\u203b2015\u5e7410\u6708<br \/>\n\u53c2\u8003\u7f51\u5740<br \/>\n\u56e0\u6b64\uff0c\u6211\u4eec\u5c06\u4f7f\u7528ElasticSearch\u63d2\u4ef6\uff08MongoDB River + Kuromoji Analysis\uff09\u3002<br \/>\n\u901a\u8fc7ElasticSearch\u63d2\u4ef6\uff0c\u6211\u4eec\u53ef\u4ee5\u4eceMongoDB\u8fdb\u884c\u5168\u6587\u641c\u7d22\u3002<\/p>\n<p>\u4e3a\u6b64\uff0c\u6211\u9047\u5230\u4e86\u5404\u79cd\u95ee\u9898\uff0c\u56e0\u6b64\u6211\u5c06\u4ee5\u5907\u5fd8\u5f55\u7684\u5f62\u5f0f\u5199\u4e0b\u6765\u3002<br \/>\n\u4ee5\u4e0b\u662f\u6240\u9700\u7684\u7269\u54c1\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">mongodb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">JDK (Java Development Kit)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">ElasticSearch<\/ul>\n<\/li>\n<\/ul>\n<p>MongoDB River Plugin (\u30d7\u30e9\u30b0\u30a4\u30f3)(mongodb\u306e\u63a5\u7d9a\u7528)<\/p>\n<p>Kuromoji Analysis Plugin (\u30d7\u30e9\u30b0\u30a4\u30f3)(\u65e5\u672c\u8a9e\u5f62\u614b\u7d20\u89e3\u6790)<\/p>\n<p>\u73af\u5883\u662f CentOS 6.6 64bit \u7248\u672c\u3002<\/p>\n<p>\u53ea\u8981\u5728MongoDB\u4e2d\u80fd\u591f\u8fdb\u884c\u65e5\u8bed\u641c\u7d22\uff0c\u8fd9\u4e9b\u4e1c\u897f\u5c31\u4e0d\u518d\u9700\u8981\u591a\u6b21\u8bf4\u3002<\/p>\n<h2>\u5b89\u88c5MongoDB<\/h2>\n<p>\u521b\u5efa\/etc\/yum.repos.d\/mongodb.repo\u5e76\u6dfb\u52a0\u5b58\u50a8\u5e93\u3002<\/p>\n<pre class=\"post-pre\"><code>[mongodb]\r\nname=MongoDB Repository\r\nbaseurl=http:\/\/downloads-distro.mongodb.org\/repo\/redhat\/os\/x86_64\/\r\ngpgcheck=0\r\nenabled=1\r\n<\/code><\/pre>\n<p>\u6211\u8981\u5b89\u88c5MongoDB\u3002<\/p>\n<pre class=\"post-pre\"><code>sudo yum install mongodb-org\r\n<\/code><\/pre>\n<p>\u542f\u52a8MongoDB<\/p>\n<pre class=\"post-pre\"><code>sudo yum service mongod start\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5JDK<\/h2>\n<pre class=\"post-pre\"><code>sudo yum install java-1.7.0-openjdk\r\n<\/code><\/pre>\n<p>\u95ee\u9898\u51fa\u5728\u8fd9\u91cc\u3002<\/p>\n<h2>\u51b3\u5b9a ElasticSearch \u7684\u7248\u672c<\/h2>\n<p>\u6211\u8ba4\u4e3a\uff0c\u76ee\u524dMongoDB\u7684\u7248\u672c\u53ef\u80fd\u662f2.6.8\u5de6\u53f3\uff0c\u6240\u4ee5\u5927\u5bb6\u53ef\u4ee5\u6839\u636e\u8fd9\u4e2a\u8003\u8651\u81ea\u5df1\u7684\u9009\u62e9\u3002<\/p>\n<h4>\u672c\u6b21\u4f7f\u7528\u7684\u7248\u672c\u3002<\/h4>\n<div>\n<div class=\"post-table\">mongodbElasticSearchKuromoji Analysis PluginMongoDB River Plugin2.6.81.3.92.3.02.0.2<\/div>\n<\/div>\n<p>\u5b89\u88c5\u65f6\u8bf7\u6ce8\u610f\uff0c\u5982\u679c\u4e0d\u8003\u8651\u7248\u672c\u95ee\u9898\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u65e0\u6cd5\u8fd0\u884c\u7684\u60c5\u51b5\u3002\u867d\u7136\u53ef\u80fd\u53ea\u662f\u4e00\u4e9b\u6b21\u8981\u7248\u672c\u7684\u5dee\u5f02\uff0c\u4f46\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u80fd\u591f\u6b63\u5e38\u8fd0\u884c\u3002<br \/>\n\u60a8\u53ef\u4ee5\u9009\u62e9\u5ffd\u7565\u8fd9\u4e9b\u95ee\u9898\uff0c\u4f46\u5982\u679c\u8fd9\u6837\u505a\u7684\u8bdd\uff0c\u6700\u597d\u5c06\u7248\u672c\u964d\u5230\u6700\u4f4e\u3002<br \/>\n\u7136\u800c\uff0c\u6211\u8981\u518d\u6b21\u5f3a\u8c03\u7684\u662f\uff0c\u5982\u679c\u5728mongodb\u4e2d\u53ef\u4ee5\u8fdb\u884c\u65e5\u8bed\u641c\u7d22\uff0c\u90a3\u4e48\u5c31\u4e0d\u9700\u8981\u8fd9\u4e9b\u4e1c\u897f\u4e86\u3002<\/p>\n<h2>\u5b89\u88c5ElasticSearch 1.3.x<\/h2>\n<h3>\u521b\u5efa\u4e00\u4e2a\/etc\/yum.repos.d\/elasticsearch.repo\u6587\u4ef6\u5e76\u6dfb\u52a0\u4ed3\u5e93\u3002<\/h3>\n<pre class=\"post-pre\"><code>[elasticsearch-1.3.x]\r\nname=Elasticsearch repository for 1.3.x packages\r\nbaseurl=http:\/\/packages.elasticsearch.org\/elasticsearch\/1.3\/centos\r\ngpgcheck=1\r\ngpgkey=http:\/\/packages.elasticsearch.org\/GPG-KEY-elasticsearch\r\nenabled=1\r\n<\/code><\/pre>\n<h3>\u5b89\u88c5ElasticSearch<\/h3>\n<pre class=\"post-pre\"><code>sudo yum install elasticsearch\r\n<\/code><\/pre>\n<h3>\u6682\u65f6\u542f\u52a8<\/h3>\n<pre class=\"post-pre\"><code>sudo service elasticsearch\r\n<\/code><\/pre>\n<h3>\u786e\u8ba4\u542f\u52a8\u3002<\/h3>\n<pre class=\"post-pre\"><code>curl -XGET 'localhost:9200'\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>{\r\n  \"status\" : 200,\r\n  \"name\" : \"Zeitgeist\",\r\n  \"version\" : {\r\n    \"number\" : \"1.3.9\",\r\n    \"build_hash\" : \"0915c7306e6264ba21a6cb7609b93545ccc32ef1\",\r\n    \"build_timestamp\" : \"2015-02-19T12:34:48Z\",\r\n    \"build_snapshot\" : false,\r\n    \"lucene_version\" : \"4.9\"\r\n  },\r\n  \"tagline\" : \"You Know, for Search\"\r\n}\r\n\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5MongoDB River\u63d2\u4ef62.0.2<\/h2>\n<pre class=\"post-pre\"><code>sudo \/usr\/share\/elasticsearch\/bin\/plugin --install com.github.richardwilly98.elasticsearch\/elasticsearch-river-mongodb\/2.0.2\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5Kuromoji\u5206\u6790\u63d2\u4ef62.3.0\u3002<\/h2>\n<h3>\u5b89\u88c5<\/h3>\n<pre class=\"post-pre\"><code>sudo \/usr\/share\/elasticsearch\/bin\/plugin --install elasticsearch\/elasticsearch-analysis-kuromoji\/2.3.0\r\n<\/code><\/pre>\n<h3>\u7f16\u8f91\/etc\/elasticsearch\/elasticsearch.yml<\/h3>\n<pre class=\"post-pre\"><code>index.analysis.analyzer.default.type: custom                    # \u8ffd\u52a0\r\nindex.analysis.analyzer.default.tokenizer: kuromoji_tokenizer   # \u8ffd\u52a0\r\n<\/code><\/pre>\n<h2>\u5f39\u6027\u641c\u7d22\u7684\u91cd\u65b0\u542f\u52a8<\/h2>\n<pre class=\"post-pre\"><code>sudo service elasticsearch restart\r\n<\/code><\/pre>\n<p>\u55ef\uff0c\u6211\u518d\u8bf4\u4e00\u904d\uff0c\u5982\u679c\u5728MongoDB\u4e2d\u53ef\u4ee5\u8fdb\u884c\u65e5\u8bed\u641c\u7d22\u7684\u8bdd\uff08\u7701\u7565\u90e8\u5206\uff09\u3002<\/p>\n<h2>\u4f7f\u7528MongoDB\u6784\u5efa\u526f\u672c\u96c6<\/h2>\n<h3>\u590d\u5236\u5957\u88c5\u662f\u4ec0\u4e48\uff1f<\/h3>\n<p>\u590d\u5236\u96c6\u662f\u4e00\u79cd\u529f\u80fd\uff0c\u7528\u4e8e\u5728\u591a\u4e2aMongoDB\u4e4b\u95f4\u8fdb\u884c\u6570\u636e\u540c\u6b65\u548c\u670d\u52a1\u5668\u5197\u4f59\u3002\u7c7b\u4f3c\u4e8eMySQL\u7684\u590d\u5236\u529f\u80fd\u3002\u867d\u7136\u9700\u8981\u6267\u884cMongoDB River\u63d2\u4ef6\uff0c\u4f46\u4e0d\u9700\u8981\u51c6\u5907\u526f\u672c\u3002<\/p>\n<h3>\u6211\u8981\u7f16\u8f91etc\/mongod.conf\u6587\u4ef6\u3002<\/h3>\n<pre class=\"post-pre\"><code>sudo vi \/etc\/mongod.conf \r\nreplSet = rs01 # \u6700\u5f8c\u306b\u8ffd\u8a18\r\n<\/code><\/pre>\n<h3>\u5728MongoDB\u4e2d\u8bbe\u7f6e\u526f\u672c\u96c6<\/h3>\n<pre class=\"post-pre\"><code>sudo service mongod restart\r\n<\/code><\/pre>\n<h3>\u5728mongod\u63a7\u5236\u53f0\u4e2d\u6267\u884c\u3002<\/h3>\n<pre class=\"post-pre\"><code>mongo\r\nconfig = {_id: 'rs01', members: [{_id: 0, host: 'localhost:27017'}]};\r\nrs.initiate(config);\r\n<\/code><\/pre>\n<h2>\u8bd5\u7740\u5728MongoDB\u4e2d\u521b\u5efa\u6570\u636e<\/h2>\n<h3>\u5728ElasticSearch\u4e2d\u521b\u5efa\u7d22\u5f15\u3002<\/h3>\n<pre class=\"post-pre\"><code>curl -XPUT 'http:\/\/localhost:9200\/_river\/mongodb\/_meta' -d '{ \r\n    \"type\": \"mongodb\", \r\n    \"mongodb\": { \r\n      \"db\": \"testmongo\", \r\n      \"collection\": \"animal\"\r\n    }, \r\n    \"index\": {\r\n      \"name\": \"mongoindex\", \r\n      \"type\": \"animal\"  \r\n    }\r\n}'\r\n<\/code><\/pre>\n<h3>\u7528MongoDB\u521b\u5efa\u6570\u636e<\/h3>\n<pre class=\"post-pre\"><code>mongo\r\n\r\nuse testmongo\r\n\r\nvar p = {name:\"\u30ad\u30c4\u30cd\"}\r\ndb.animal.save(p)\r\n<\/code><\/pre>\n<h3>\u786e\u8ba4\u52a8\u4f5c<\/h3>\n<p>\u9700\u8981\u5c06\u65e5\u8bed\u641c\u7d22\u8bcd\u4eceUTF\u7f16\u7801\u8f6c\u6362\u4e3aURL\u7f16\u7801\u3002<br \/>\n\u5728\u4ee5\u4e0b\u7f51\u7ad9\u4e2d\u8f6c\u6362\u540e\uff0c&#8221;\u72d0&#8221;\u662f %e3%82%ad%e3%83%84%e3%83%8d\u3002<\/p>\n<p>URL\u7f16\u7801\/\u89e3\u7801\u8868\u5355<\/p>\n<h3>\u5c1d\u8bd5\u7528\u65e5\u8bed\u8fdb\u884c\u641c\u7d22<\/h3>\n<pre class=\"post-pre\"><code>curl -XGET 'http:\/\/localhost:9200\/mongoindex\/_search?q=name:%e3%82%ad%e3%83%84%e3%83%8d&amp;pretty'\r\n\r\n{\r\n  \"took\" : 3,\r\n  \"timed_out\" : false,\r\n  \"_shards\" : {\r\n    \"total\" : 5,\r\n    \"successful\" : 5,\r\n    \"failed\" : 0\r\n  },\r\n  \"hits\" : {\r\n    \"total\" : 1,\r\n    \"max_score\" : 0.30685282,\r\n    \"hits\" : [ {\r\n      \"_index\" : \"mongoindex\",\r\n      \"_type\" : \"animal\",\r\n      \"_id\" : \"55116bc107a66baa7b209026\",\r\n      \"_score\" : 0.30685282,\r\n      \"_source\":{\"_id\":\"55116bc107a66baa7b209026\",\"name\":\"\u30ad\u30c4\u30cd\"}\r\n    } ]\r\n  }\r\n}\r\n<\/code><\/pre>\n<p>\u56e0\u4e3a\u96be\u4ee5\u8bfb\u53d6\uff0c\u6240\u4ee5\u5c06pretty\u53c2\u6570\u653e\u5728\u6700\u540e\u4e00\u9879\u3002<\/p>\n<h2>\u7ed3\u675f<\/h2>\n<p>\u73b0\u5728\u53ef\u4ee5\u5728mongodb\u4e2d\u8fdb\u884c\u5168\u6587\u641c\u7d22\u4e86&#8230;\u8f9b\u82e6\u4e86(\u00b4\u03c9`\uff1b)<br \/>\n\u5982\u679c\u60f3\u8981\u5728\u5df2\u6709\u7684mongodb\u6570\u636e\u4e2d\u8fdb\u884c\u65e5\u8bed\u641c\u7d22\uff0c\u8bf7\u5728\u521b\u5efaElasticSearch\u7d22\u5f15\u65f6\uff0c\u5c06db\u3001collection\u548ctype\u8fdb\u884c\u5339\u914d\u3002<\/p>\n<p>\u5f53\u4f60\u4e0d\u6e05\u695aElasticSearch\u7684\u7d22\u5f15\u65f6\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4curl -XDELETE &#8216;http:\/\/localhost:9200\/*&#8217;\u5220\u9664\u6240\u6709\u7d22\u5f15\u3002<\/p>\n<h2>\u53d1\u751f\u4e86\u9519\u8bef<\/h2>\n<p>\u5982\u679c\u4e0d\u8003\u8651\u7248\u672c\u5b89\u88c5\uff0c\u4f1a\u53d1\u751f\u9519\u8bef\u3002<\/p>\n<p>\u7531\u4e8e\u4ee5\u4e0b\u539f\u56e0\u5bfc\u81f4\u9519\u8bef\uff1ajava.lang.ClassNotFoundException: org.elasticsearch.index.analysis.kuromojitokenizer.KuromojiTokenizerTokenizerFactory<br \/>\n\u5728java.net.URLClassLoader$1.run(URLClassLoader.java:366)\u5904\u53d1\u751f\u9519\u8bef<br \/>\n\u5728java.net.URLClassLoader$1.run(URLClassLoader.java:355)\u5904\u53d1\u751f\u9519\u8bef<br \/>\n\u5728java.security.AccessController.doPrivileged(Native Method)\u5904\u8fdb\u884c\u4e86\u8bbf\u95ee\u63a7\u5236<br \/>\n\u5728java.net.URLClassLoader.findClass(URLClassLoader.java:354)\u4e2d\u627e\u4e0d\u5230\u7c7b<br \/>\n\u5728ClassLoader.java:425\u4e2d\u52a0\u8f7d\u7c7b<br \/>\n\u5728sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:308)\u4e2d\u52a0\u8f7d\u7c7b<br \/>\n\u5728ClassLoader.java:358\u4e2d\u52a0\u8f7d\u7c7b<br \/>\n\u5728org.elasticsearch.common.settings.ImmutableSettings.loadClass(ImmutableSettings.java:469)\u4e2d\u52a0\u8f7d\u7c7b<br \/>\n&#8230; \u5171\u8ba1 18 \u4e2a\u9519\u8bef<\/p>\n<p>\u7531\u4e8e\u751a\u81f3\u65e0\u6cd5\u63a5\u53d7\u5220\u9664\u7d22\u5f15\u547d\u4ee4\uff0c\u6211\u4eec\u5c31\u624b\u52a8\u5220\u9664\u6570\u636e\u5427\u3002<\/p>\n<p>\u8bf7\u5220\u9664\/var\/lib\/elasticsearch\u76ee\u5f55\uff1asudo rm -r \/var\/lib\/elasticsearch\u3002<\/p>\n<p>\u5e0c\u671b\u6709\u4e00\u5929\u80fd\u591f\u5728MongoDB\u4e0a\u8fdb\u884c\u65e5\u8bed\u641c\u7d22(\u00b4\u03c9`)\uff42<\/p>\n<h2>\u8bf7\u63d0\u4f9b\u7f51\u5740\u53c2\u8003<\/h2>\n<p>http:\/\/cohakim.com\/archives\/5367<br \/>\n\u8be5\u94fe\u63a5\u662f\u5173\u4e8eelasticsearch-river-mongodb\u7684\u6587\u7ae0\u3002<\/p>\n<p>https:\/\/github.com\/richardwilly98\/elasticsearch-river-mongodb<br \/>\n\u8fd9\u4e2a\u94fe\u63a5\u662felasticsearch-river-mongodb\u7684GitHub\u9875\u9762\u3002<\/p>\n<p>https:\/\/github.com\/elastic\/elasticsearch-analysis-kuromoji<br \/>\n\u8fd9\u4e2a\u94fe\u63a5\u662felasticsearch-analysis-kuromoji\u7684GitHub\u9875\u9762\u3002<\/p>\n<p>\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u4e9a\u9a6c\u900a\u5f39\u6027\u641c\u7d22\u670d\u52a1\u5df2\u7ecf\u4e0a\u7ebf\u4e86\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MongoDB\u4e2d\u7684\u5168\u6587\u641c\u7d22 \u6211\u60f3\u5728MongoDB\u4e2d\u7528\u65e5\u8bed\u8fdb\u884c\u5168\u6587\u641c\u7d22\uff01\u4f46\u5f88\u9057\u61be\uff0c\u8fd9\u8fd8\u4e0d\u88ab\u652f\u6301\u3002\u203b2015\u5e7410 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