{"id":41156,"date":"2023-04-21T19:01:02","date_gmt":"2023-01-30T22:40:06","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%80%9a%e8%bf%87%e8%87%aa%e5%b7%b1%e7%bc%96%e5%86%99%e7%9a%84%e5%ad%97%e7%ac%a6%e8%bd%ac%e6%8d%a2%e6%8f%92%e4%bb%b6%ef%bc%8c%e4%bd%bfelasticsearch%e7%9a%84%e6%97%a5%e8%af%ad%e6%90%9c%e7%b4%a2\/"},"modified":"2024-04-30T00:37:34","modified_gmt":"2024-04-29T16:37:34","slug":"%e9%80%9a%e8%bf%87%e8%87%aa%e5%b7%b1%e7%bc%96%e5%86%99%e7%9a%84%e5%ad%97%e7%ac%a6%e8%bd%ac%e6%8d%a2%e6%8f%92%e4%bb%b6%ef%bc%8c%e4%bd%bfelasticsearch%e7%9a%84%e6%97%a5%e8%af%ad%e6%90%9c%e7%b4%a2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%80%9a%e8%bf%87%e8%87%aa%e5%b7%b1%e7%bc%96%e5%86%99%e7%9a%84%e5%ad%97%e7%ac%a6%e8%bd%ac%e6%8d%a2%e6%8f%92%e4%bb%b6%ef%bc%8c%e4%bd%bfelasticsearch%e7%9a%84%e6%97%a5%e8%af%ad%e6%90%9c%e7%b4%a2\/","title":{"rendered":"\u901a\u8fc7\u81ea\u5df1\u7f16\u5199\u7684\u5b57\u7b26\u8f6c\u6362\u63d2\u4ef6\uff0c\u4f7fElasticsearch\u7684\u65e5\u8bed\u641c\u7d22\u53d8\u5f97\u66f4\u52a0\u987a\u7545"},"content":{"rendered":"<h1>\u9996\u5148<\/h1>\n<p>\u5728Elasticsearch\u4e2d\u6709\u4e00\u500b\u5b98\u65b9\u63d2\u4ef6\u53ef\u4ee5\u5c0d\u65e5\u6587\u9032\u884c\u5f62\u614b\u89e3\u6790\u3002\u5b83\u975e\u5e38\u65b9\u4fbf\u5730\u5f9e\u9577\u7bc7\u65e5\u6587\u6587\u7ae0\u4e2d\u63d0\u53d6\u51fa\u95dc\u9375\u8a5e\uff0c\u4f46\u5c0d\u65bc\u55ae\u8a5e\u6578\u64da\u6216\u77ed\u65e5\u6587\u53ef\u80fd\u4e0d\u592a\u64c5\u9577\uff0c\u6709\u6642\u5019\u6703\u51fa\u73fe\u554f\u984c\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5982\u679c\u5b57\u7b26\u50cf&#8221;\u30b5\u30a4\u30c8\u30a6&#8221;\u6709\u51e0\u79cd\u5199\u6cd5\uff0c\u5982&#8221;\u6589\u85e4&#8221;\u3001&#8221;\u658e\u85e4&#8221;\u6216&#8221;\u9f4b\u85e4&#8221;\uff0c\u5b83\u4eec\u5c06\u65e0\u6cd5\u5b8c\u5168\u5339\u914d\u3002<br \/>\n\u901a\u8fc7\u4f7f\u7528kuromoji_readingform\u8bcd\u5143\u8fc7\u6ee4\u5668\uff0c\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u5728\u4f7f\u7528\u5b83\u65f6\uff0c\u9700\u8981\u5148\u4f7f\u7528kuromoji_tokenizer\u5c06\u6bcf\u4e2a\u8bcd\u5143\u5206\u5f00\u3002<\/p>\n<p>\u8bf7\u4f60\u8003\u8651\u4e00\u4e0b\u5728\u641c\u7d22\u6846\u4e2d\u8f93\u5165\u4e9b\u4ec0\u4e48\uff0c\u4f46\u662f\u6211\u8ba4\u4e3a\u8fd9\u79cd\u641c\u7d22\u65b9\u5f0f\u5f88\u5c11\u89c1\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452c37434c4406ca1b02\/4-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u6211\u4f1a\u8fd9\u6837\u505a\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452c37434c4406ca1b02\/6-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5f88\u591a\u4eba\u5e0c\u671b\u81ea\u5df1\u80fd\u591f\u51b3\u5b9a\u641c\u7d22\u5173\u952e\u8bcd\u7684\u95f4\u9694\uff0c\u5bf9\u5417\uff1f\u6362\u53e5\u8bdd\u8bf4\uff0c<\/p>\n<blockquote><p>\u9700\u8981\u63d0\u524d\u4f7f\u7528kuromoji_tokenizer\u5c06\u5176\u5206\u6210\u6bcf\u4e2a\u4ee4\u724c\u3002<\/p><\/blockquote>\n<p>\u56e0\u4e3a\u8fd9\u4e2a\u539f\u56e0<\/p>\n<p>Elasticsearch \u81ea\u5e26\u65e5\u8bed\u641c\u7d22\u7684\u81ea\u5b9a\u4e49\u63d2\u4ef6<\/p>\n<p>\u5e0c\u671b\u67e5\u8a62\u7684\u72c0\u6cc1\u662f\u9019\u6a23\u7684<\/p>\n<p>\u8bf7\u63d0\u4f9b\u4e00\u4e2a\u539f\u751f\u4e2d\u6587\u7684\u6362\u53e5\u8bdd\uff1a\u81ea\u5236Elasticsearch\u65e5\u672c\u8bed\u641c\u7d22\u63d2\u4ef6\u3002<\/p>\n<p>\u5982\u679c\u6570\u636e\u88ab\u5206\u5272\u5f97\u50cf\u8fd9\u6837\uff0c\u800c\u4e14\u641c\u7d22\u8303\u56f4\u5f88\u5927\u7684\u8bdd\uff0c\u53ea\u4f1a\u51fa\u73b0\u5927\u91cf\u5783\u573e\u6570\u636e\u5728\u524d\u9762\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u70b9\uff0c\u5728\u8f93\u5165\u65e5\u8bed\u65f6\uff0c\u4e0d\u662f\u76f4\u63a5\u7528\u6c49\u5b57\u8f93\u5165\uff0c\u800c\u662f\u5148\u7528\u5047\u540d\u8f93\u5165\u7136\u540e\u518d\u8f6c\u6362\uff0c\u5bf9\u5427\uff1f<br \/>\n\u8fd9\u6837\u7684\u8bdd\uff0c\u5728\u8fd8\u6ca1\u6709\u8f6c\u6362\u6210\u6c49\u5b57\u4e4b\u524d\uff0c\u5c31\u65e0\u6cd5\u5f97\u5230\u9884\u671f\u7684\u641c\u7d22\u7ed3\u679c\uff0c\u65e0\u6cd5\u4f7f\u7528\u5efa\u8bae\u6216\u589e\u91cf\u641c\u7d22\u3002<\/p>\n<p>\u8bdd\u867d\u8bf4\u5f97\u6709\u70b9\u957f\uff0c\u4f46\u6211\u4eec\u8981\u89e3\u51b3\u7684\u95ee\u9898\u5c31\u5728\u8fd9\u91cc\u3002<\/p>\n<h1>\u5173\u4e8eElasticsearch\u7684\u5206\u6790\u5668<\/h1>\n<p>\u5728Elasticsearch\u4e2d\uff0c\u641c\u7d22\u8bcd\u548c\u641c\u7d22\u76ee\u6807\u6587\u6863\u4f1a\u901a\u8fc7\u5206\u6790\u5668\u8f6c\u5316\u4e3a\u4fbf\u4e8e\u641c\u7d22\u5339\u914d\u7684\u5f62\u5f0f\u3002\u8be6\u7ec6\u5185\u5bb9\u53ef\u4ee5\u5728\u5b98\u65b9\u6587\u6863\u4e2d\u627e\u5230\uff0c\u4f46\u7b80\u5355\u6982\u62ec\u6765\u8bf4\uff0c\u5b83\u7531\u4e09\u4e2a\u8981\u7d20\u7ec4\u6210\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5b57\u7b26\u8fc7\u6ee4\u5668\uff08char_filter\uff09<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5206\u8bcd\u5668<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u8fc7\u6ee4\u5668\uff08token filter\uff09<\/ol>\n<p>\u6309\u7167\u8fd9\u4e2a\u987a\u5e8f\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<p>\u6bcf\u4e2a char_filter \u7528\u4e8e\u5bf9\u6574\u4e2a\u5b57\u7b26\u4e32\u8fdb\u884c\u8f6c\u6362\uff0ctokenizer \u7528\u4e8e\u5c06\u5176\u5206\u5272\u4e3a\u6807\u8bb0\uff0cfilter \u5219\u7528\u4e8e\u5bf9\u6bcf\u4e2a\u6807\u8bb0\u8fdb\u884c\u8f6c\u6362\u3002<\/p>\n<p>\u6211\u60f3\u8981\u5173\u6ce8\u7684\u662f character filter \u7684\u7ed3\u679c\u8fdb\u5165 tokenizer \u8fd9\u4e00\u70b9\u3002<br \/>\nkuromoji_readingform token filter \u53ea\u80fd\u5728 token_filter \u4e2d\u4f7f\u7528 kuromoji_tokenizer\uff0c\u4f46\u5982\u679c\u53ef\u4ee5\u5728 character filter \u4e2d\u4f7f\u7528\u5b83\uff0c\u5c31\u53ef\u4ee5\u81ea\u7531\u5730\u5207\u5206\u4ee4\u724c\u3002<\/p>\n<h1>\u6c49\u5b57\u2192\u5047\u540d\u8f6c\u6362\u63d2\u4ef6<\/h1>\n<p>\u6240\u4ee5\uff0c\u6211\u60f3\u7740\u4e00\u5b9a\u6709\u5176\u4ed6\u4eba\u4e5f\u5728\u8003\u8651\u540c\u6837\u7684\u4e8b\u60c5\uff01\u7136\u540e\u6211\u8bd5\u7740\u5bfb\u627e\uff0c\u4f46\u6ca1\u627e\u5230\uff0c\u6240\u4ee5\u6211\u81ea\u5df1\u5236\u4f5c\u4e86\u4e00\u4e2a\u6c49\u5b57\u8f6c\u5047\u540d\u7684\u63d2\u4ef6\u3002<\/p>\n<p>\u5728\u63d2\u4ef6\u5f00\u53d1\u4e2d\uff0c\u6211\u53c2\u8003\u4e86 Elasticsearch \u5b98\u65b9\u63d0\u4f9b\u7684 elasticsearch-analysis-kuromoji\u3002<\/p>\n<h2>\u5b89\u88dd<\/h2>\n<p>\u5728Docker\u4e0a\u51c6\u5907Elasticsearch\u5e76\u5b89\u88c5\u63d2\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> docker run <span class=\"nt\">--name<\/span><span class=\"o\">=<\/span>es <span class=\"nt\">-p9200<\/span>:9200 <span class=\"nt\">-d<\/span> elasticsearch:5.6.5\r\n<span class=\"go\">9b8458e2c86d1990aca9ef64a8111d0d169aac8524a88737c020db855f00c3e8\r\n<\/span><span class=\"gp\">$<\/span> docker <span class=\"nb\">exec <\/span>es bin\/elasticsearch-plugin <span class=\"nb\">install <\/span>https:\/\/github.com\/bgpat\/elasticsearch-analysis-japanese\/releases\/download\/v0.0.1\/elasticsearch-analysis-japanese-es5.6.5.zip\r\n<span class=\"gp\">-&gt;<\/span> Downloading https:\/\/github.com\/bgpat\/elasticsearch-analysis-japanese\/releases\/download\/v0.0.1\/elasticsearch-analysis-japanese-es5.6.5.zip\r\n<span class=\"go\">[=================================================] 100%\u00a0\u00a0 \r\n<\/span><span class=\"gp\">-&gt;<\/span> Installed elasticsearch-analysis-japanese\r\n<\/code><\/pre>\n<p>\u6211\u5011\u9084\u9700\u8981\u5b89\u88dd analysis-kuromoji \u4f86\u9032\u884c\u6bd4\u8f03\u5206\u6790\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> docker <span class=\"nb\">exec <\/span>es bin\/elasticsearch-plugin <span class=\"nb\">install <\/span>analysis-kuromoji\r\n<span class=\"gp\">-&gt;<\/span> Downloading analysis-kuromoji from elastic\r\n<span class=\"go\">[=================================================] 100%\u00a0\u00a0 \r\n<\/span><span class=\"gp\">-&gt;<\/span> Installed analysis-kuromoji\r\n<\/code><\/pre>\n<p>\u56e0\u4e3a\u63d2\u4ef6\u5728\u4e0b\u6b21\u542f\u52a8\u65f6\u624d\u4f1a\u751f\u6548\uff0c\u6240\u4ee5\u9700\u8981\u91cd\u65b0\u542f\u52a8\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> docker restart es\r\n<span class=\"go\">es\r\n<\/span><\/code><\/pre>\n<h2>\u9a8c\u8bc1 (Verifying)<\/h2>\n<p>\u56e0\u4e3a\u6709\u7528\u4e8e\u9a8c\u8bc1\u5206\u6790\u5668\u529f\u80fd\u7684 API\uff0c\u56e0\u6b64\u6211\u4eec\u4f7f\u7528\u5b83\u3002(\u7531\u4e8e\u4f7f\u7528 curl \u547d\u4ee4\u5199 JSON \u5f88\u9ebb\u70e6\uff0c\u6240\u4ee5\u6211\u4eec\u7528 Insomnia \u8fdb\u884c\u9a8c\u8bc1)<\/p>\n<h3>\u9ed8\u8ba4\u8bbe\u7f6e<\/h3>\n<p>\u5982\u679c\u4e0d\u6307\u5b9a\u4efb\u4f55\u5185\u5bb9\uff0c\u5c06\u4f7f\u7528\u6807\u51c6\u5206\u6790\u5668\u3002<br \/>\n\u901a\u8fc7\u4f7f\u7528\u6807\u51c6\u5206\u8bcd\u5668\u52a0\u5c0f\u5199\u8bcd\u5143\u8fc7\u6ee4\u5668\u7684\u7ec4\u5408\uff0c\u53ef\u4ee5\u5f88\u597d\u5730\u5bf9\u82f1\u6587\u8fdb\u884c\u89c4\u8303\u5316\u5904\u7406\u3002<br \/>\n\u5f53\u7136\uff0c\u8fd9\u79cd\u5206\u6790\u5668\u65e0\u6cd5\u5904\u7406\u65e5\u8bed\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452c37434c4406ca1b02\/37-0.png\" alt=\"image.png\" \/><\/div>\n<h3>kuromoji \u5206\u6790\u5668 (Kuromoji<\/h3>\n<p>\u6211\u5c1d\u8bd5\u4f7f\u7528Kuromoji\u5206\u6790\u5668\u3002<br \/>\n\u5b83\u53ef\u4ee5\u5c06\u65e5\u8bed\u6587\u672c\u6b63\u89c4\u5316\u5f97\u5341\u5206\u597d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452c37434c4406ca1b02\/40-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u68c0\u7d22\u7684\u6587\u4ef6\u8fd8\u53ef\u4ee5\uff08\uff1f\uff09\uff0c\u4f46\u662f\u5982\u679c\u641c\u7d22\u8bcd\u662f\u8fd9\u6837\u7684\u8bdd\u4f1a\u6709\u56f0\u96be\u3002<\/p>\n<h3>\u4f7f\u7528kuromoji_tokenizer + kuromoji_readingform token filter<\/h3>\n<p>\u8fd9\u6b21\u6211\u4eec\u5c06\u89e3\u6784Kuromoji\u5206\u6790\u5668\uff0c\u5e76\u4f7f\u7528Kuromoji_readingform\u4ee4\u724c\u8fc7\u6ee4\u5668\u5c06\u5176\u8f6c\u6362\u4e3a\u5047\u540d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452c37434c4406ca1b02\/44-0.png\" alt=\"image.png\" 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decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452c37434c4406ca1b02\/52-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u6211\u5b9e\u73b0\u4e86\u6211\u60f3\u8981\u7684\u529f\u80fd\u3002<br \/>\n\u987a\u4fbf\u8bd5\u8bd5\u770b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452c37434c4406ca1b02\/54-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u73b0\u5728\uff0c\u5373\u4f7f\u540d\u5b57\u300c\u9f50\u85e4\u300d\u7684\u6c49\u5b57\u8bb0\u4e0d\u592a\u6e05\u695a\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u641c\u7d22\u627e\u5230\u76f8\u5e94\u7684\u4fe1\u606f\u4e86\u3002<\/p>\n<h1>\u5b9e\u4f8b\u4f7f\u7528<\/h1>\n<p>\u6211\u4eec\u5728 http:\/\/syllabus.kstm.cloud\/ 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