{"id":38733,"date":"2025-05-21T10:34:37","date_gmt":"2025-05-21T02:34:37","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/38733.html"},"modified":"2025-05-21T10:34:37","modified_gmt":"2025-05-21T02:34:37","slug":"restful%e6%93%8d%e4%bd%9celasticsearch%ef%bc%9a%e7%b4%a2%e5%bc%95%e4%b8%8e%e6%96%87%e6%a1%a3%e5%85%a8%e6%94%bb%e7%95%a5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/38733.html","title":{"rendered":"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565"},"content":{"rendered":"<h2>RestFul\u65b9\u5f0f\u64cd\u4f5cES<\/h2>\n<h3>\u7d22\u5f15\u5e93\u64cd\u4f5c<\/h3>\n<h4>\u521b\u5efa\u7d22\u5f15\u5e93<\/h4>\n<p><span class=\"token constant\">PUT<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;mappings&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;properties&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;type&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u5b57\u6bb5\u7c7b\u578b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;analyzer&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u5206\u8bcd\u5668&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;index&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u662f\u5426\u53c2\u4e0e\u641c\u7d22(\u5e03\u5c14\u503c)&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u67e5\u8be2\u7d22\u5f15\u5e93<\/h4>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<\/p>\n<h4>\u5220\u9664\u7d22\u5f15\u5e93<\/h4>\n<p><span class=\"token operator\">\/<\/span><span class=\"token constant\">DELETE<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<\/p>\n<h4>\u4fee\u6539\u7d22\u5f15\u5e93(\u589e\u52a0\u5b57\u6bb5)<\/h4>\n<p>ES\u4e2d\u662f\u7981\u6b62\u4fee\u6539\u7d22\u5f15\u5e93\u7684&#xff0c;\u56e0\u4e3a\u4fee\u6539\u7d22\u5f15\u5e93\u7684\u64cd\u4f5c\u4f1a\u5bfc\u81f4\u6574\u4e2a\u7d22\u5f15\u5e93\u53d8\u5f97\u4e0d\u53ef\u7528\u3002<\/p>\n<p>\u867d\u7136\u4e0d\u652f\u6301\u76f4\u63a5\u4fee\u6539&#xff0c;\u4f46\u662f\u652f\u6301\u589e\u52a0\u5b57\u6bb5\u3002<\/p>\n<p><span class=\"token constant\">PUT<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_mapping<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;properties&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u65b0\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;type&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u5b57\u6bb5\u7c7b\u578b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;analyzer&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u5206\u8bcd\u5668&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;index&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u662f\u5426\u53c2\u4e0e\u641c\u7d22(\u5e03\u5c14\u503c)&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h3>\u6587\u6863\u64cd\u4f5c<\/h3>\n<h4>\u65b0\u589e\u6587\u6863<\/h4>\n<p><span class=\"token constant\">POST<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_doc<span class=\"token operator\">\/<\/span>\u6587\u6863id<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb51&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb52&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c2&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5d4c\u5957\u5b57\u6bb53&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b50\u5b57\u6bb51&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c3&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b50\u5b57\u6bb52&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c4&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u65b0\u589e\u6587\u6863\u7684\u8bf7\u6c42\u8def\u5f84\u4e3a\/\u7d22\u5f15\u5e93\u540d\/_doc&#xff0c;\u6587\u6863id\u53ef\u4ee5\u4e0d\u6307\u5b9a&#xff0c;\u5982\u679c\u4e0d\u6307\u5b9a\u4f1a\u7531ES\u81ea\u52a8\u751f\u6210\u3002<\/p>\n<h4>\u5220\u9664\u6587\u6863<\/h4>\n<p><span class=\"token constant\">DELETE<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_doc<span class=\"token operator\">\/<\/span>\u6587\u6863id<\/p>\n<h4>\u4fee\u6539\u6587\u6863<\/h4>\n<p>\u4fee\u6539\u6587\u6863\u6709\u4e24\u79cd\u65b9\u5f0f&#xff1a;<\/p>\n<ul>\n<li>\u5168\u91cf\u4fee\u6539&#xff1a;\u4f1a\u5b8c\u5168\u8986\u76d6\u539f\u6709\u5185\u5bb9\u3002\u5982\u679cid\u5b58\u5728\u5219\u662f\u5148\u5220\u9664\u65e7\u7684\u6570\u636e\u518d\u6dfb\u52a0\u65b0\u7684\u6570\u636e&#xff0c;\u4e0d\u5b58\u5728\u5219\u662f\u76f4\u63a5\u65b0\u589e\u3002<\/li>\n<li>\u589e\u91cf\u4fee\u6539&#xff1a;\u4fee\u6539\u6307\u5b9a\u5b57\u6bb5\u7684\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<p><span class=\"token constant\">POST<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_doc<span class=\"token operator\">\/<\/span>\u6587\u6863id<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb51&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb52&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c2&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5d4c\u5957\u5b57\u6bb53&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b50\u5b57\u6bb51&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c3&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b50\u5b57\u6bb52&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u503c4&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token constant\">POST<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_update<span class=\"token operator\">\/<\/span>\u6587\u6863id<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;doc&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u8981\u4fee\u6539\u7684\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u4fee\u6539\u7684\u503c&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u67e5\u8be2\u6587\u6863<\/h4>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_doc<span class=\"token operator\">\/<\/span>\u6587\u6863id<\/p>\n<h3>DSL\u67e5\u8be2<\/h3>\n<p>DSL\u67e5\u8be2\u7684\u57fa\u672c\u8bed\u53e5\u5982\u4e0b&#xff1a;<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string-property property\">&#034;\u67e5\u8be2\u7c7b\u578b&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u652f\u6301\u7684\u5404\u79cd\u67e5\u8be2\u7c7b\u578b&#xff0c;\u4f8b\u5982 match\u3001term\u3001range \u7b49\u3002<\/span><br \/>\n            <span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u67e5\u8be2\u503c&#034;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u67e5\u8be2\u6240\u6709<\/h4>\n<p>\u67e5\u8be2\u8be5\u7d22\u5f15\u5e93\u4e0b\u7684\u6240\u6709\u6570\u636e\u4e00\u822c\u7528match_all&#xff0c;\u672c\u8eab\u662f\u6ca1\u6709\u4efb\u4f55\u67e5\u8be2\u6761\u4ef6\u7684\u3002<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string-property property\">&#034;match_all&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u5168\u6587\u68c0\u7d22<\/h4>\n<p>\u5168\u6587\u68c0\u7d22\u662f\u5229\u7528\u7528\u6237\u8f93\u5165\u7684\u5185\u5bb9\u5206\u8bcd&#xff0c;\u6839\u636e\u5012\u6392\u7d22\u5f15\u8fdb\u884c\u5339\u914d\u3002<\/p>\n<p>match&#xff1a;\u53ea\u5141\u8bb8\u67e5\u8be2\u4e00\u4e2a\u5b57\u6bb5<\/p>\n<p>multi_match&#xff1a;\u5141\u8bb8\u67e5\u8be2\u591a\u4e2a\u5b57\u6bb5<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;match&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u641c\u7d22\u503c&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;multi_match&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u641c\u7d22\u503c&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;fields&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u5b57\u6bb51&#034;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token string\">&#034;\u5b57\u6bb52&#034;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token operator\">&#8230;<\/span><span class=\"token string\">&#034;\u5b57\u6bb5n&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u7cbe\u786e\u67e5\u8be2<\/h4>\n<p>\u6839\u636e\u7cbe\u786e\u8bcd\u6761\u503c\u67e5\u503c&#xff0c;\u4e00\u822c\u662fkeyword\u3001\u6570\u503c\u3001\u65e5\u671f\u3001\u5e03\u5c14\u7b49\u7c7b\u578b\u7684\u5b57\u6bb5\u3002<\/p>\n<p>range&#xff1a;\u6839\u636e\u8303\u56f4\u8fdb\u884c\u7cbe\u786e\u67e5\u627e&#xff0c;\u53ef\u4ee5\u662f\u6570\u503c&#xff0c;\u4e5f\u53ef\u4ee5\u662f\u65e5\u671f\u3002<\/p>\n<p>term&#xff1a;\u6839\u636e\u641c\u7d22\u6761\u4ef6\u7cbe\u786e\u5339\u914d<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;range&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;gte&#034;<\/span><span class=\"token operator\">:<\/span>\u6700\u4f4e\u503c<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;lte&#034;<\/span><span class=\"token operator\">:<\/span>\u6700\u9ad8\u503c<br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;term&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;value&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u7cbe\u786e\u503c&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u5730\u7406\u67e5\u8be2<\/h4>\n<p>\u6839\u636e\u5750\u6807\u7ecf\u7eac\u5ea6\u67e5\u8be2\u3002<\/p>\n<p>geo_distance&#xff1a;\u67e5\u8be2\u6307\u5b9a\u4e2d\u5fc3\u70b9\u5c0f\u4e8e\u67d0\u4e2a\u8ddd\u79bb\u7684\u6240\u6709\u6587\u6863\u3002<\/p>\n<p>geo_bounding_box&#xff1a;\u67e5\u8be2\u67d0\u4e2a\u5750\u6807\u70b9\u843d\u5728\u67d0\u4e2a\u8303\u56f4\u7684\u6240\u6709\u6587\u6863\u3002<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;geo_distance&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;distance&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u8ddd\u79bb\u503c&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u7ecf\u7eac\u5ea6\u5b57\u6bb5&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u5f53\u524d\u7ecf\u7eac\u5ea6\u5750\u6807&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;geo_bounding_box&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;top_left&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;lat&#034;<\/span><span class=\"token operator\">:<\/span>\u6700\u5c0f\u503c<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;lon&#034;<\/span><span class=\"token operator\">:<\/span>\u6700\u5927\u503c<br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;bottom_right&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;lat&#034;<\/span><span class=\"token operator\">:<\/span>\u6700\u5c0f\u503c<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;log&#034;<\/span><span class=\"token operator\">:<\/span>\u6700\u5927\u503c<br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u590d\u5408\u67e5\u8be2<\/h4>\n<p>\u2b50ES\u4e2d\u8ba1\u7b97\u5f97\u5206\u7684\u65b9\u5f0f\u662f\u57fa\u4e8e\u8ba1\u7b97\u8bcd\u9891\u7684\u7edf\u8ba1\u8ba1\u7b97\u3002\u65e9\u671f\u91c7\u7528\u4e86TF-IDF\u7b97\u6cd5&#xff0c;\u4f46\u662f\u8fd9\u79cd\u7b97\u6cd5\u5728\u8bcd\u9891\u65e0\u9650\u9ad8\u7684\u65f6\u5019\u5f97\u5206\u4e5f\u4f1a\u8d8b\u4e8e\u65e0\u9650\u9ad8\u3002\u6240\u4ee5\u540e\u671f\u91c7\u7528\u4e86BM25\u7b97\u6cd5&#xff0c;\u8fd9\u79cd\u65b0\u7684\u7b97\u6cd5\u867d\u7136\u4e5f\u662f\u57fa\u4e8e\u8bcd\u9891&#xff0c;\u4f46\u662f\u5728\u8bcd\u9891\u65e0\u9650\u9ad8\u7684\u65f6\u5019\u5b83\u4f1a\u8d8b\u4e8e\u4e00\u79cd\u5e73\u7a33\u7684\u8d8b\u52bf\u3002<\/p>\n<p>\u590d\u5408\u67e5\u8be2\u53ef\u4ee5\u5c06\u591a\u79cd\u67e5\u8be2\u6761\u4ef6\u7ec4\u5408\u5230\u4e00\u5757\u8fdb\u884c\u67e5\u8be2\u3002<\/p>\n<p>bool&#xff1a;\u5e03\u5c14\u67e5\u8be2\u662f\u4e00\u4e2a\u6216\u591a\u4e2a\u67e5\u8be2\u5b50\u53e5\u7684\u7ec4\u5408\u3002\u5b50\u67e5\u8be2\u7684\u7ec4\u5408\u65b9\u5f0f\u6709&#xff1a;<\/p>\n<ul>\n<li>must&#xff1a;\u5fc5\u987b\u5339\u914d\u6bcf\u4e2a\u5b50\u67e5\u8be2&#xff0c;\u7c7b\u4f3c\u4e8e&#034;\u4e0e&#034;<\/li>\n<li>should&#xff1a;\u9009\u62e9\u6027\u5339\u914d\u5b50\u67e5\u8be2&#xff0c;\u7c7b\u4f3c\u4e8e&#034;\u6216&#034;<\/li>\n<li>must_not&#xff1a;\u5fc5\u987b\u4e0d\u5339\u914d&#xff0c;\u4e0d\u53c2\u4e0e\u7b97\u5206&#xff0c;\u7c7b\u4f3c\u4e8e&#034;\u975e&#034;<\/li>\n<li>filter&#xff1a;\u5fc5\u987b\u5339\u914d&#xff0c;\u4e0d\u53c2\u4e0e\u7b97\u6cd5<\/li>\n<\/ul>\n<p>function_score&#xff1a;\u53ef\u4ee5\u4fee\u6539\u6587\u6863\u7684\u76f8\u5173\u6027\u7b97\u5206\u3002<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;bool&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;must&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><br \/>\n<span class=\"token string-property property\">&#034;match&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u641c\u7d22\u503c&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;should&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><span class=\"token operator\">&#8230;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;must_not&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><span class=\"token operator\">&#8230;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;filter&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;function_score&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;match&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u641c\u7d22\u503c&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;functions&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;filter&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;term&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u5339\u914d\u503c&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;weight&#034;<\/span><span class=\"token operator\">:<\/span>\u5b57\u6bb5\u5f97\u5206\u6743\u91cd\u503c<br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;boost_mode&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;multiply&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u5176\u4e2d\u7684query\u90e8\u5206\u662f\u67e5\u8be2\u6761\u4ef6<\/p>\n<p>function\u4e2d\u662f\u5f71\u54cd\u7b97\u5206\u7684\u76f8\u5173\u4fe1\u606f&#xff0c;\u6b64\u4f8b\u4e2d\u4ee3\u8868\u5bf9filter\u7b5b\u9009\u51fa\u7684\u6587\u6863\u8fdb\u884c\u8c03\u6574\u7b97\u5206\u6743\u91cd&#xff0c;\u800c\u522b\u7684\u6587\u6863\u4e0d\u7ba1\u3002<\/p>\n<p>boost_mode\u662f\u52a0\u6743\u6a21\u5f0f&#xff0c;\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\u4ee3\u8868\u5c06\u539f\u59cb\u5f97\u5206\u00d710\u5f97\u51fa\u65b0\u7684\u5206\u6570<\/p>\n<h3>\u67e5\u8be2\u7ed3\u679c\u5904\u7406<\/h3>\n<h4>\u6392\u5e8f<\/h4>\n<p>ES\u652f\u6301\u5bf9\u641c\u7d22\u7ed3\u679c\u6392\u5e8f&#xff0c;\u9ed8\u8ba4\u662f\u6839\u636e\u76f8\u5173\u5ea6\u5f97\u5206\u8fdb\u884c\u6392\u5e8f&#xff0c;\u5982\u679c\u81ea\u5df1\u6307\u5b9a\u4e86\u6392\u5e8f\u89c4\u5219\u7684\u8bdd&#xff0c;\u5c31\u4e0d\u4f1a\u8fdb\u884c\u76f8\u5173\u6027\u5f97\u5206\u7684\u8ba1\u7b97&#xff0c;\u67e5\u8be2\u6548\u7387\u53ef\u80fd\u66f4\u4f18\u3002<\/p>\n<p>\u53ef\u4ee5\u7528\u6765\u6392\u5e8f\u7684\u5b57\u6bb5\u7c7b\u578b\u6709&#xff1a;keyword\u3001\u6570\u503c\u3001\u5730\u7406\u5750\u6807\u3001\u65e5\u671f\u7b49\u3002<\/p>\n<p>\u6392\u5e8f\u89c4\u5219\u53ef\u4ee5\u76f4\u63a5\u5728\u67e5\u8be2\u4e2d\u7684&#034;sort&#034;\u4e2d\u914d\u7f6e\u3002<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;match_all&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;sort&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u6392\u5e8f\u5b57\u6bb5\u540d1&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u6392\u5e8f\u89c4\u5219&#034;<\/span> <span class=\"token comment\">\/\/asc  desc<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u5206\u9875<\/h4>\n<p>ES\u9ed8\u8ba4\u53ea\u8fd4\u56de\u524d10\u6761\u6570\u636e&#xff0c;\u5982\u679c\u8981\u67e5\u8be2\u66f4\u591a\u7684\u8bdd\u5c31\u9700\u8981\u7528\u5230\u5206\u9875\u67e5\u8be2\u4e86&#xff0c;\u5206\u9875\u67e5\u8be2\u4f1a\u5148\u67e5\u5230from&#043;size\u6761\u6570\u636e&#xff0c;\u7136\u540e\u8fdb\u884c\u6392\u5e8f&#xff0c;\u6700\u540e\u8fd4\u56desize\u6761\u6570\u636e\u3002<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;match_all&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;from&#034;<\/span><span class=\"token operator\">:<\/span>\u5206\u9875\u5f00\u59cb\u4f4d\u7f6e<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;size&#034;<\/span><span class=\"token operator\">:<\/span>\u83b7\u53d6\u591a\u5c11\u6761\u6570\u636e<br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u7531\u4e8e\u5206\u9875\u67e5\u8be2\u9700\u8981\u67e5\u8be2from&#043;size\u6761\u6570\u636e&#xff0c;\u5e76\u4e14\u8fd8\u6d89\u53ca\u5230\u6392\u5e8f&#xff0c;\u6240\u4ee5\u5bf9\u4e8e\u6df1\u5ea6\u5206\u9875&#xff0c;\u6548\u7387\u5e76\u4e0d\u9ad8\u3002<\/p>\n<p>ES\u4e2d\u505a\u4e86\u8bbe\u5b9a\u6700\u5927\u5206\u9875\u6570\u4e0d\u80fd\u8d85\u8fc710000\u3002<\/p>\n<p>\u5bf9\u6b64ES\u5bf9\u6df1\u5ea6\u5206\u9875\u63d0\u51fa\u4e86\u4e24\u4e2a\u89e3\u51b3\u65b9\u6848&#xff1a;<\/p>\n<p>search after&#xff1a;\u5206\u9875\u65f6\u9700\u8981\u6392\u5e8f&#xff0c;\u539f\u7406\u662f\u4ece\u4e0a\u4e00\u6b21\u7684\u6392\u5e8f\u503c\u5f00\u59cb&#xff0c;\u67e5\u8be2\u4e0b\u4e00\u9875\u6570\u636e\u3002\u4f46\u662f\u5b83\u77e5\u8bc6\u62ff\u5230\u4e86\u4e0a\u4e00\u6b21\u6700\u540e\u4e00\u6761\u6570\u636e\u7684\u6392\u5e8f\u503c&#xff0c;\u7f3a\u70b9\u662f\u53ea\u80fd\u5411\u540e\u67e5\u3002&#xff08;\u5b98\u65b9\u63a8\u8350\u4f7f\u7528\u7684\u65b9\u5f0f&#xff09;<\/p>\n<p>SCro&#xff1a;\u539f\u7406\u5c06\u6392\u5e8f\u6570\u636e\u5f62\u6210\u5feb\u7167&#xff0c;\u4fdd\u5b58\u5728\u5185\u5b58\u3002\u7f3a\u70b9\u660e\u663e\u5728\u6570\u636e\u66f4\u65b0\u65f6\u5bf9\u7f13\u5b58\u7684\u5904\u7406&#xff0c;\u5b98\u65b9\u5df2\u7ecf\u4e0d\u63a8\u8350\u4f7f\u7528\u3002<\/p>\n<h4>\u9ad8\u4eae<\/h4>\n<p>\u5728\u641c\u7d22\u7684\u65f6\u5019\u6211\u4eec\u9700\u8981\u5728\u641c\u7d22\u7ed3\u679c\u4e2d\u628a\u641c\u7d22\u5173\u952e\u5b57\u7a81\u51fa\u663e\u793a\u3002<\/p>\n<p>ES\u53ef\u4ee5\u505a\u5230\u8fd9\u4ef6\u4e8b&#xff0c;\u539f\u7406\u662f&#xff1a;\u901a\u8fc7\u5bf9\u5173\u952e\u5b57\u6dfb\u52a0\u6807\u7b7e&#xff0c;\u5728\u9875\u9762\u4e2d\u5bf9\u6807\u7b7e\u6dfb\u52a0css\u6837\u5f0f\u5373\u53ef\u3002<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;match_all&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;heightlight&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;fields&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u8981\u9ad8\u4eae\u7684\u5b57\u6bb5\u540d1&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;pre_tags&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;&lt;em&gt;&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;post_tags&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;&lt;\/em&gt;&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h3>\u805a\u5408<\/h3>\n<p>\u805a\u5408\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u6587\u6863\u7684\u7edf\u8ba1\u3001\u5206\u6790\u3001\u8fd0\u7b97\u7b49\u64cd\u4f5c\u3002\u5e38\u89c1\u7684\u805a\u5408\u6709\u4e09\u7c7b&#xff1a;<\/p>\n<ul>\n<li>\u6876\u805a\u5408&#xff1a;\u7528\u6765\u5bf9\u6587\u6863\u505a\u5206\u7ec4\u3002\n<ul>\n<li>TermAggeregation&#xff1a;\u6309\u7167\u6587\u6863\u5b57\u6bb5\u503c\u5206\u7ec4<\/li>\n<li>Date Histogram&#xff1a;\u6309\u7167\u65e5\u671f\u9636\u68af\u5206\u7ec4<\/li>\n<\/ul>\n<\/li>\n<li>\u5ea6\u91cf\u805a\u5408&#xff1a;\u7528\u4e8e\u8ba1\u7b97\u4e00\u4e9b\u503c&#xff0c;\u4f8b\u5982&#xff1a;\n<ul>\n<li>Avg&#xff1a;\u5e73\u5747\u503c<\/li>\n<li>Max&#xff1a;\u6700\u5927\u503c<\/li>\n<li>Min&#xff1a;\u6700\u5c0f\u503c<\/li>\n<li>Stats&#xff1a;\u540c\u65f6\u6c42max\u3001min\u3001avg\u3001sum\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u7ba1\u9053\u805a\u5408&#xff1a;\u4ee5\u5176\u5b83\u805a\u5408\u7684\u7ed3\u679c\u4e3a\u57fa\u7840\u505a\u805a\u5408\u3002<\/li>\n<\/ul>\n<p>\u4f7f\u7528&#034;aggs&#034;\u6765\u5b9a\u4e49\u805a\u5408\u76f8\u5173\u7684\u5c5e\u6027&#xff0c;\u800c&#034;size&#034;\u662f\u6307\u5b9a\u76f8\u5173\u6587\u6863\u7684\u6570\u91cf\u3002\u5982\u679c\u53ea\u5e0c\u671b\u62ff\u5230\u805a\u5408\u7ed3\u679c&#xff0c;\u90a3\u4e48size\u53ef\u4ee5\u4e3a0\u3002<\/p>\n<h4>\u6876-\u5b57\u6bb5\u805a\u5408<\/h4>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u805a\u5408\u524d\u5bf9\u6570\u636e\u7684\u5904\u7406<\/span><br \/>\n<span class=\"token string-property property\">&#034;match_all&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;size&#034;<\/span><span class=\"token operator\">:<\/span>\u76f8\u5173\u6587\u6863\u7684\u6570\u91cf<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;aggs&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u805a\u5408\u7684\u540d\u79f0&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u7ed9\u805a\u5408\u53d6\u4e2a\u540d\u79f0&#xff0c;\u67e5\u8be2\u7ed3\u679c\u4e2d\u4f1a\u8fd4\u56de\u8be5\u805a\u5408\u540d\u79f0\u4e0b\u7684\u805a\u5408\u7ed3\u679c<\/span><br \/>\n<span class=\"token string-property property\">&#034;terms&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u805a\u5408\u7684\u7c7b\u578b&#xff0c;\u8fd9\u91cc\u662f\u6876\u805a\u5408\u4e0b\u7684\u5b57\u6bb5\u805a\u5408<\/span><br \/>\n<span class=\"token string-property property\">&#034;field&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u805a\u5408\u7684\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;size&#034;<\/span><span class=\"token operator\">:<\/span>\u5e0c\u671b\u83b7\u53d6\u7684\u7ed3\u679c\u6570\u91cf<br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u5ea6\u91cf\u805a\u5408<\/h4>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;query&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u805a\u5408\u524d\u5bf9\u6570\u636e\u7684\u5904\u7406<\/span><br \/>\n<span class=\"token string-property property\">&#034;match_all&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;size&#034;<\/span><span class=\"token operator\">:<\/span>\u76f8\u5173\u6587\u6863\u7684\u6570\u91cf<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token comment\">\/\/ \u4e0b\u9762\u7684\u5199\u6cd5\u662f\u5d4c\u5957\u805a\u5408&#xff0c;\u5148\u6839\u636e\u5916\u5c42\u6761\u4ef6\u8fdb\u884c\u805a\u5408&#xff0c;\u4e4b\u540e\u6839\u636e\u5185\u5c42\u6761\u4ef6\u8fdb\u884c\u518d\u6b21\u805a\u5408<\/span><br \/>\n<span class=\"token string-property property\">&#034;aggs&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u805a\u5408\u7684\u540d\u79f0&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u7ed9\u805a\u5408\u53d6\u4e2a\u540d\u79f0&#xff0c;\u67e5\u8be2\u7ed3\u679c\u4e2d\u4f1a\u8fd4\u56de\u8be5\u805a\u5408\u540d\u79f0\u4e0b\u7684\u805a\u5408\u7ed3\u679c<\/span><br \/>\n<span class=\"token string-property property\">&#034;terms&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u805a\u5408\u7684\u7c7b\u578b&#xff0c;\u8fd9\u91cc\u662f\u6876\u805a\u5408\u4e0b\u7684\u5b57\u6bb5\u805a\u5408<\/span><br \/>\n<span class=\"token string-property property\">&#034;field&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u805a\u5408\u7684\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;size&#034;<\/span><span class=\"token operator\">:<\/span>\u5e0c\u671b\u83b7\u53d6\u7684\u7ed3\u679c\u6570\u91cf<br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;aggs&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u805a\u5408\u7684\u540d\u79f0&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u7ed9\u805a\u5408\u53d6\u4e2a\u540d\u79f0&#xff0c;\u67e5\u8be2\u7ed3\u679c\u4e2d\u4f1a\u8fd4\u56de\u8be5\u805a\u5408\u540d\u79f0\u4e0b\u7684\u805a\u5408\u7ed3\u679c<\/span><br \/>\n<span class=\"token string-property property\">&#034;stats&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u805a\u5408\u7684\u7c7b\u578b&#xff0c;\u8fd9\u91cc\u7684stats\u53ef\u4ee5\u8ba1\u7b97min\u3001max\u3001avg\u7b49<\/span><br \/>\n<span class=\"token string-property property\">&#034;field&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u805a\u5408\u7684\u5b57\u6bb5\u540d&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h3>\u81ea\u52a8\u8865\u5168\u67e5\u8be2<\/h3>\n<h4>\u521b\u5efa\u7d22\u5f15\u5e93<\/h4>\n<h5>\u5206\u8bcd\u5668\u7684\u9009\u62e9<\/h5>\n<p>\u6211\u4eec\u5728\u6d4f\u89c8\u5668\u4e2d\u4f7f\u7528\u7684\u81ea\u52a8\u8865\u5168\u529f\u80fd\u9996\u5148\u662f\u57fa\u4e8e\u62fc\u97f3\u53bb\u505a\u81ea\u52a8\u8865\u5168\u7684&#xff0c;\u5176\u6b21\u624d\u662f\u6c49\u5b57&#xff0c;\u6240\u4ee5\u6211\u4eec\u8fd8\u9700\u8981\u5b66\u4e60\u62fc\u97f3\u5206\u8bcd\u5668\u3002<\/p>\n<p>\u62fc\u97f3\u5206\u8bcd\u5668\u5b98\u7f51&#xff1a;https:\/\/github.com\/medcl\/elasticsearch-analysis-pinyin<\/p>\n<p>\u5b89\u88c5\u62fc\u97f3\u5206\u8bcd\u5668\u63d2\u4ef6\u540e\u5c31\u53ef\u4ee5\u914d\u7f6e\u5230plugin\u76ee\u5f55\u4e2d&#xff0c;\u91cd\u542fes\u5373\u53ef\u4f7f\u7528\u3002<\/p>\n<p>\u62fc\u97f3\u5206\u8bcd\u5668\u4f7f\u7528\u65b9\u5f0f\u662f&#xff0c;\u5728\u521b\u5efa\u7d22\u5f15\u5e93\u7684\u65f6\u5019\u6307\u5b9a&#034;analyzer&#034;:&#034;pinyin&#034;\u5373\u53ef\u3002<\/p>\n<p>\u4ec5\u4ec5\u5b89\u88c5\u4e86\u62fc\u97f3\u5206\u8bcd\u5668\u8fd8\u4e0d\u8db3\u4ee5\u652f\u6301\u81ea\u52a8\u8865\u5168&#xff0c;\u56e0\u4e3a\u62fc\u97f3\u5206\u8bcd\u5668\u5f88\u5f31\u667a&#xff0c;\u53ea\u80fd\u5206\u6210\u62fc\u97f3&#xff0c;\u800c\u4e14\u8fd8\u6ca1\u6709\u6c49\u5b57\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4eec\u5c31\u9700\u8981\u5b9e\u73b0\u81ea\u5b9a\u4e49\u5206\u8bcd\u5668\u3002<\/p>\n<h5>\u521b\u5efa\u7d22\u5f15\u65f6\u5019\u7684\u5206\u8bcd\u5668<\/h5>\n<p>elasticsearch\u4e2d\u5206\u8bcd\u5668&#xff08;analyzer)\u7684\u7ec4\u6210\u5305\u542b\u4e09\u90e8\u5206&#xff1a;<\/p>\n<ul>\n<li>character filters:\u5728tokenizer\u4e4b\u524d\u5bf9\u6587\u672c\u8fdb\u884c\u5904\u7406\u3002\u4f8b\u5982\u5220\u9664\u5b57\u7b26\u3001\u66ff\u6362\u5b57\u7b26\u4ee5\u53ca\u8868\u60c5\u3002<\/li>\n<li>tokenizer:\u5c06\u6587\u672c\u6309\u7167\u4e00\u5b9a\u7684\u89c4\u5219\u5207\u5272\u6210\u8bcd\u6761(term)\u3002\u4f8b\u5982keyword,\u5c31\u662f\u4e0d\u5206\u8bcd&#xff1b;\u8fd8\u6709ik smart<\/li>\n<li>tokenizer filter:\u5c06tokenizer\u8f93\u51fa\u7684\u8bcd\u6761\u505a\u8fdb\u4e00\u6b65\u5904\u7406\u3002\u4f8b\u5982\u5927\u5c0f\u5199\u8f6c\u6362\u3001\u540c\u4e49\u8bcd\u5904\u7406\u3001\u62fc\u97f3\u5904\u7406\u7b49<\/li>\n<\/ul>\n<p>\u53ea\u6709\u5728\u521b\u5efa\u7d22\u5f15\u5e93\u7684\u65f6\u5019\u624d\u80fd\u521b\u5efa\u81ea\u5b9a\u4e49\u5206\u8bcd\u5668&#xff0c;\u5728\u5176\u4e2d\u6307\u5b9a\u5206\u8bcd\u5668\u5305\u542b\u7684\u4e09\u4e2a\u7ec4\u6210\u90e8\u5206\u5373\u53ef(\u53ef\u4ee5\u53ea\u6307\u5b9a\u51e0\u4e2a\u90e8\u5206)&#xff0c;\u800c\u4e09\u4e2a\u7ec4\u6210\u90e8\u5206\u4e5f\u53ef\u4ee5\u81ea\u5b9a\u4e49\u3002<\/p>\n<p><span class=\"token constant\">PUT<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;settings&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;analysis&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;analyzer&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u81ea\u5b9a\u4e49\u5206\u8bcd\u5668<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u81ea\u5b9a\u4e49\u5206\u8bcd\u5668\u540d\u79f0&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;character&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;ik_max_word&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token comment\">\/\/ &#034;tokenizer&#034;:&#034;&#034;, \/\/\u53ef\u4ee5\u8bbe\u7f6e\u90e8\u5206<\/span><br \/>\n<span class=\"token string-property property\">&#034;filter&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;pinyin&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;filter&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/ \u81ea\u5b9a\u4e49tokenizer filter<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u81ea\u5b9a\u4e49tokenizer filter\u540d\u79f0&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;type&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u8fc7\u6ee4\u5668\u7c7b\u578b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token comment\">\/\/ \u4e0b\u9762\u662f\u4e00\u4e9b\u81ea\u5b9a\u4e49\u7684\u914d\u7f6e<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;mappings&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;properties&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;type&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u5b57\u6bb5\u7c7b\u578b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;analyzer&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u521b\u5efa\u7d22\u5f15\u65f6\u4f7f\u7528\u7684\u5206\u8bcd\u5668&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token comment\">\/\/\u8fd9\u8fb9\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0a\u9762\u8bbe\u7f6e\u7684\u81ea\u5b9a\u4e49\u62fc\u97f3\u5206\u8bcd\u5668\u4e86<\/span><br \/>\n<span class=\"token string-property property\">&#034;search_analyzer&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u641c\u7d22\u65f6\u5019\u4f7f\u7528\u7684\u5206\u8bcd\u5668&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token comment\">\/\/\u4e00\u822c\u7528ik_smart\u5206\u8bcd\u5668<\/span><br \/>\n<span class=\"token string-property property\">&#034;index&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u662f\u5426\u53c2\u4e0e\u641c\u7d22(\u5e03\u5c14\u503c)&#034;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u81ea\u5b9a\u4e49\u5206\u8bcd\u5668\u76f4\u63a5CV\u5373\u53ef&#xff0c;\u50bb\u5b50\u624d\u81ea\u5df1\u5199&#xff01;&#xff01;&#xff01;&#xff01;<\/p>\n<h5>\u641c\u7d22\u65f6\u5019\u7684\u5206\u8bcd\u5668<\/h5>\n<p>:::color4 \u81ea\u5b9a\u4e49\u7684\u62fc\u97f3\u5206\u8bcd\u5668\u53ea\u6709\u5728\u521b\u5efa\u7d22\u5f15\u7684\u65f6\u5019\u9002\u5408\u7528&#xff0c;\u5e76\u4e0d\u9002\u5408\u5728\u641c\u7d22\u7684\u65f6\u5019\u4e5f\u4f7f\u7528&#xff0c;\u8fd9\u662f\u56e0\u4e3a\u5982\u679c\u6211\u4eec\u641c\u4e00\u4e2a\u4e2d\u6587&#xff0c;\u5b83\u4f1a\u628a\u4e2d\u6587\u62c6\u6210\u62fc\u97f3&#xff0c;\u518d\u53bb\u6839\u636e\u62fc\u97f3\u627e\u6587\u6863&#xff0c;\u8fd9\u6837\u627e\u51fa\u6765\u7684\u6587\u6863\u51c6\u786e\u5b9a\u975e\u5e38\u4f4e\u3002\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5728\u521b\u5efa\u7d22\u5f15\u5e93\u7684\u65f6\u5019\u5206\u522b\u6307\u5b9asanalyzer\u548csearch_analyzer\u3002<\/p>\n<p>:::<\/p>\n<h5>\u7d22\u5f15\u5e93\u7684\u5b8c\u5584<\/h5>\n<p>elasticsearch\u63d0\u4f9b\u4e86Completion Suggesteri\u67e5\u8be2\u6765\u5b9e\u73b0\u81ea\u52a8\u8865\u5168\u529f\u80fd\u3002\u8fd9\u4e2a\u67e5\u8be2\u4f1a\u5339\u914d\u4ee5\u7528\u6237\u8f93\u5165\u5185\u5bb9\u5f00\u5934\u7684\u8bcd\u6761\u5e76\u8fd4\u56de\u3002\u4e3a\u4e86\u63d0\u9ad8\u8865\u5168\u67e5\u8be2\u7684\u6548\u7387&#xff0c;\u5bf9\u4e8e\u6587\u6863\u4e2d\u5b57\u6bb5\u7684\u7c7b\u578b\u6709\u4e00\u4e9b\u7ea6\u675f&#xff1a;<\/p>\n<ul>\n<li>\u53c2\u4e0e\u8865\u5168\u67e5\u8be2\u7684\u5b57\u6bb5\u5fc5\u987b\u662fcompletion\u7c7b\u578b<\/li>\n<li>\u5b57\u6bb5\u7684\u5185\u5bb9\u4e00\u822c\u662f\u7528\u6765\u8865\u5168\u7684\u591a\u4e2a\u8bcd\u6761\u5f62\u6210\u7684\u6570\u7ec4<\/li>\n<\/ul>\n<p><span class=\"token constant\">PUT<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d\u79f0<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;mappings&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;properties&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;type&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;completion&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token string-property property\">&#034;analyzer&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u521b\u5efa\u7d22\u5f15\u65f6\u4f7f\u7528\u7684\u5206\u8bcd\u5668&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token comment\">\/\/\u8fd9\u8fb9\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0a\u9762\u8bbe\u7f6e\u7684\u81ea\u5b9a\u4e49\u62fc\u97f3\u5206\u8bcd\u5668\u4e86<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token operator\">&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u800c\u5728\u63d2\u5165\u7684\u65f6\u5019&#xff1a;<\/p>\n<p><span class=\"token constant\">POST<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_doc<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n<span class=\"token string-property property\">&#034;\u5b57\u6bb5\u540d&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u8bcd\u67611&#034;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token string\">&#034;\u8bcd\u67612&#034;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token operator\">&#8230;<\/span><span class=\"token string\">&#034;\u8bcd\u67613&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u81ea\u52a8\u8865\u5168\u4f7f\u7528<\/h4>\n<p>\u533a\u522b\u4e8eDSL\u67e5\u8be2\u4f7f\u7528&#034;query&#034;&#xff0c;\u81ea\u52a8\u8865\u5168\u7684\u4f7f\u7528\u65b9\u5f0f\u6709\u6240\u4e0d\u540c<\/p>\n<p><span class=\"token constant\">GET<\/span> <span class=\"token operator\">\/<\/span>\u7d22\u5f15\u5e93\u540d<span class=\"token operator\">\/<\/span>_search<br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string-property property\">&#034;suggest&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string-property property\">&#034;\u67e5\u8be2\u540d\u79f0&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/\/\u81ea\u5b9a\u4e49\u67e5\u8be2\u540d\u79f0<\/span><br \/>\n            <span class=\"token string-property property\">&#034;\u67e5\u8be2\u5b57\u6bb5&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u67e5\u8be2\u5185\u5bb9&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string-property property\">&#034;completion&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string-property property\">&#034;field&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token string\">&#034;\u8865\u5168\u67e5\u8be2\u7684\u5b57\u6bb5&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string-property property\">&#034;skip_duplicates&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token comment\">\/\/\u8df3\u8fc7\u91cd\u590d\u7684<\/span><br \/>\n                <span class=\"token string-property property\">&#034;size&#034;<\/span><span class=\"token operator\">:<\/span><span class=\"token number\">10<\/span> <span class=\"token comment\">\/\/\u83b7\u53d6\u524d10\u6761\u7ed3\u679c<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h2>RestClient\u65b9\u5f0f\u64cd\u4f5c<\/h2>\n<p>\u60f3\u8981\u5728Java\u4e2d\u64cd\u4f5cES&#xff0c;\u5b98\u65b9\u63d0\u4f9b\u4e86RestClient\u7684\u4f9d\u8d56&#xff0c;\u5f53\u7136\u4e5f\u53ef\u4ee5\u4f7f\u7528spring-boot-starter-data-elasticsearch\u76f8\u5173\u7684\u4f9d\u8d56\u3002<\/p>\n<p>\u4f7f\u7528RestClient\u64cd\u4f5cES\u7684\u6b65\u9aa4\u5982\u4e0b&#xff1a;<\/p>\n<li>\u5bfc\u5165\u4f9d\u8d56<\/li>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.elasticsearch.client<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>elasticsearch-rest-high-level-client<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<li>\u9501\u5b9a\u7248\u672c<\/li>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>properties<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>java.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>1.8<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>java.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>elasticsearch.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>7.12.1<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>elasticsearch.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>properties<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<li>\u521d\u59cb\u5316RestClient<\/li>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>apache<span class=\"token punctuation\">.<\/span>http<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">HttpHost<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>elasticsearch<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">RestClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>elasticsearch<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">RestHighLevelClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>context<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Bean<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>context<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Configuration<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Configuration<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">ElasticsearchConfig<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Bean<\/span><span class=\"token punctuation\">(<\/span>destroyMethod <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;close&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">RestHighLevelClient<\/span> <span class=\"token function\">elasticsearchClient<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">RestHighLevelClient<\/span> client <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">RestHighLevelClient<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token class-name\">RestClient<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HttpHost<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;localhost&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">9200<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;http&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> client<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span>    <\/p>\n<h2>ES\u6570\u636e\u540c\u6b65<\/h2>\n<p>es\u6570\u636e\u540c\u6b65\u91c7\u7528rabbitmq&#xff0c;\u56e0\u4e3arabbitmq\u672c\u8eab\u662f\u53ef\u9760\u7684\u3002<\/p>\n<p>\u5728\u589e\u5220\u6539\u7684\u65f6\u5019\u53d1\u9001\u6d88\u606f\u7ed9ES&#xff0c;\u53bb\u8ba9ES\u8fdb\u884c\u540c\u6b65\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb498\u6b21\uff0c\u70b9\u8d5e17\u6b21\uff0c\u6536\u85cf13\u6b21\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528RestFul\u65b9\u5f0f\u64cd\u4f5cElasticsearch\uff08ES\uff09\uff0c\u6db5\u76d6\u4e86\u7d22\u5f15\u5e93\u548c\u6587\u6863\u7684\u57fa\u672c\u64cd\u4f5c\uff0c\u4ee5\u53caDSL\u67e5\u8be2\u3001\u67e5\u8be2\u7ed3\u679c\u5904\u7406\u548c\u805a\u5408\u529f\u80fd\u3002\u7d22\u5f15\u5e93\u64cd\u4f5c\u5305\u62ec\u521b\u5efa\u3001\u67e5\u8be2\u3001\u5220\u9664\u548c\u4fee\u6539\u7d22\u5f15\u5e93\uff0c\u800c\u6587\u6863\u64cd\u4f5c\u5219\u6d89\u53ca\u65b0\u589e\u3001\u5220\u9664\u3001\u4fee\u6539\u548c\u67e5\u8be2\u6587\u6863\u3002DSL\u67e5\u8be2\u90e8\u5206\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5168\u6587\u68c0\u7d22\u3001\u7cbe\u786e\u67e5\u8be2\u3001\u5730\u7406\u67e5\u8be2\u548c\u590d\u5408\u67e5\u8be2\u7b49\u591a\u79cd\u67e5\u8be2\u65b9\u5f0f\u3002\u67e5\u8be2\u7ed3\u679c\u5904\u7406\u90e8\u5206\u5219\u8bb2\u89e3\u4e86\u6392\u5e8f\u3001\u5206\u9875\u548c\u9ad8\u4eae\u663e\u793a\u7684\u65b9\u6cd5\u3002\u6700\u540e\uff0c\u805a\u5408\u529f\u80fd\u90e8\u5206\u4ecb\u7ecd\u4e86\u6876\u805a\u5408\u3001\u5ea6\u91cf\u805a\u5408\u548c\u7ba1\u9053\u805a\u5408\u7684\u4f7f\u7528\uff0c\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u6570\u636e\u7edf\u8ba1\u548c\u5206\u6790\u3002\u901a\u8fc7\u8fd9\u4e9b\u64cd\u4f5c\uff0c\u7528\u6237\u53ef\u4ee5\u9ad8\u6548\u5730\u7ba1\u7406\u548c\u67e5\u8be2ES\u4e2d\u7684\u6570\u636e\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1299,99,374,3440,292],"topic":[],"class_list":["post-38733","post","type-post","status-publish","format-standard","hentry","category-server","tag-elasticsearch","tag-java","tag-java-ee","tag-restful","tag-292"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/38733.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb498\u6b21\uff0c\u70b9\u8d5e17\u6b21\uff0c\u6536\u85cf13\u6b21\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528RestFul\u65b9\u5f0f\u64cd\u4f5cElasticsearch\uff08ES\uff09\uff0c\u6db5\u76d6\u4e86\u7d22\u5f15\u5e93\u548c\u6587\u6863\u7684\u57fa\u672c\u64cd\u4f5c\uff0c\u4ee5\u53caDSL\u67e5\u8be2\u3001\u67e5\u8be2\u7ed3\u679c\u5904\u7406\u548c\u805a\u5408\u529f\u80fd\u3002\u7d22\u5f15\u5e93\u64cd\u4f5c\u5305\u62ec\u521b\u5efa\u3001\u67e5\u8be2\u3001\u5220\u9664\u548c\u4fee\u6539\u7d22\u5f15\u5e93\uff0c\u800c\u6587\u6863\u64cd\u4f5c\u5219\u6d89\u53ca\u65b0\u589e\u3001\u5220\u9664\u3001\u4fee\u6539\u548c\u67e5\u8be2\u6587\u6863\u3002DSL\u67e5\u8be2\u90e8\u5206\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5168\u6587\u68c0\u7d22\u3001\u7cbe\u786e\u67e5\u8be2\u3001\u5730\u7406\u67e5\u8be2\u548c\u590d\u5408\u67e5\u8be2\u7b49\u591a\u79cd\u67e5\u8be2\u65b9\u5f0f\u3002\u67e5\u8be2\u7ed3\u679c\u5904\u7406\u90e8\u5206\u5219\u8bb2\u89e3\u4e86\u6392\u5e8f\u3001\u5206\u9875\u548c\u9ad8\u4eae\u663e\u793a\u7684\u65b9\u6cd5\u3002\u6700\u540e\uff0c\u805a\u5408\u529f\u80fd\u90e8\u5206\u4ecb\u7ecd\u4e86\u6876\u805a\u5408\u3001\u5ea6\u91cf\u805a\u5408\u548c\u7ba1\u9053\u805a\u5408\u7684\u4f7f\u7528\uff0c\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u6570\u636e\u7edf\u8ba1\u548c\u5206\u6790\u3002\u901a\u8fc7\u8fd9\u4e9b\u64cd\u4f5c\uff0c\u7528\u6237\u53ef\u4ee5\u9ad8\u6548\u5730\u7ba1\u7406\u548c\u67e5\u8be2ES\u4e2d\u7684\u6570\u636e\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/38733.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-21T02:34:37+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/38733.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/38733.html\",\"name\":\"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2025-05-21T02:34:37+00:00\",\"dateModified\":\"2025-05-21T02:34:37+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/38733.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/38733.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/38733.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/38733.html","og_locale":"zh_CN","og_type":"article","og_title":"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb498\u6b21\uff0c\u70b9\u8d5e17\u6b21\uff0c\u6536\u85cf13\u6b21\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528RestFul\u65b9\u5f0f\u64cd\u4f5cElasticsearch\uff08ES\uff09\uff0c\u6db5\u76d6\u4e86\u7d22\u5f15\u5e93\u548c\u6587\u6863\u7684\u57fa\u672c\u64cd\u4f5c\uff0c\u4ee5\u53caDSL\u67e5\u8be2\u3001\u67e5\u8be2\u7ed3\u679c\u5904\u7406\u548c\u805a\u5408\u529f\u80fd\u3002\u7d22\u5f15\u5e93\u64cd\u4f5c\u5305\u62ec\u521b\u5efa\u3001\u67e5\u8be2\u3001\u5220\u9664\u548c\u4fee\u6539\u7d22\u5f15\u5e93\uff0c\u800c\u6587\u6863\u64cd\u4f5c\u5219\u6d89\u53ca\u65b0\u589e\u3001\u5220\u9664\u3001\u4fee\u6539\u548c\u67e5\u8be2\u6587\u6863\u3002DSL\u67e5\u8be2\u90e8\u5206\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5168\u6587\u68c0\u7d22\u3001\u7cbe\u786e\u67e5\u8be2\u3001\u5730\u7406\u67e5\u8be2\u548c\u590d\u5408\u67e5\u8be2\u7b49\u591a\u79cd\u67e5\u8be2\u65b9\u5f0f\u3002\u67e5\u8be2\u7ed3\u679c\u5904\u7406\u90e8\u5206\u5219\u8bb2\u89e3\u4e86\u6392\u5e8f\u3001\u5206\u9875\u548c\u9ad8\u4eae\u663e\u793a\u7684\u65b9\u6cd5\u3002\u6700\u540e\uff0c\u805a\u5408\u529f\u80fd\u90e8\u5206\u4ecb\u7ecd\u4e86\u6876\u805a\u5408\u3001\u5ea6\u91cf\u805a\u5408\u548c\u7ba1\u9053\u805a\u5408\u7684\u4f7f\u7528\uff0c\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u6570\u636e\u7edf\u8ba1\u548c\u5206\u6790\u3002\u901a\u8fc7\u8fd9\u4e9b\u64cd\u4f5c\uff0c\u7528\u6237\u53ef\u4ee5\u9ad8\u6548\u5730\u7ba1\u7406\u548c\u67e5\u8be2ES\u4e2d\u7684\u6570\u636e\u3002","og_url":"https:\/\/www.wsisp.com\/helps\/38733.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2025-05-21T02:34:37+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/38733.html","url":"https:\/\/www.wsisp.com\/helps\/38733.html","name":"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2025-05-21T02:34:37+00:00","dateModified":"2025-05-21T02:34:37+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/38733.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/38733.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/38733.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"RestFul\u64cd\u4f5cElasticSearch\uff1a\u7d22\u5f15\u4e0e\u6587\u6863\u5168\u653b\u7565"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/38733","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=38733"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/38733\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=38733"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=38733"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=38733"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=38733"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}