{"id":40926,"date":"2023-09-20T16:08:59","date_gmt":"2022-11-18T10:35:17","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8elasticsearch%e4%b8%ad%e5%90%8c%e6%97%b6%e5%ae%9e%e7%8e%b0%e9%83%a8%e5%88%86%e5%8c%b9%e9%85%8d%e6%90%9c%e7%b4%a2%e5%92%8c%e5%ae%8c%e5%85%a8%e5%8c%b9%e9%85%8d%e6%90%9c%e7%b4%a2%e3%80%82\/"},"modified":"2024-05-04T00:43:01","modified_gmt":"2024-05-03T16:43:01","slug":"%e5%9c%a8elasticsearch%e4%b8%ad%e5%90%8c%e6%97%b6%e5%ae%9e%e7%8e%b0%e9%83%a8%e5%88%86%e5%8c%b9%e9%85%8d%e6%90%9c%e7%b4%a2%e5%92%8c%e5%ae%8c%e5%85%a8%e5%8c%b9%e9%85%8d%e6%90%9c%e7%b4%a2%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8elasticsearch%e4%b8%ad%e5%90%8c%e6%97%b6%e5%ae%9e%e7%8e%b0%e9%83%a8%e5%88%86%e5%8c%b9%e9%85%8d%e6%90%9c%e7%b4%a2%e5%92%8c%e5%ae%8c%e5%85%a8%e5%8c%b9%e9%85%8d%e6%90%9c%e7%b4%a2%e3%80%82\/","title":{"rendered":"\u5728Elasticsearch\u4e2d\u540c\u65f6\u5b9e\u73b0\u90e8\u5206\u5339\u914d\u641c\u7d22\u548c\u5b8c\u5168\u5339\u914d\u641c\u7d22"},"content":{"rendered":"<p>\u6211\u51e0\u4e2a\u6708\u524d\u5229\u7528Elasticsearch\u521b\u5efa\u4e86\u4e00\u4e2a\u90e8\u5206\u5339\u914d\u641c\u7d22\uff08\u666e\u901a\u641c\u7d22\uff09\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<br \/>\n\u7136\u540e\uff0c\u6211\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5b8c\u5168\u5339\u914d\u641c\u7d22\uff08\u5728Google\u4e2d\u4f7f\u7528\u201c\u201d\u5f15\u53f7\u5305\u56f4\u7684\u641c\u7d22\u8bcd\uff09\u3002<br \/>\n\u4e2d\u95f4\u9047\u5230\u4e86\u4e00\u4e9b\u56f0\u96be\uff0c\u6240\u4ee5\u6211\u603b\u7ed3\u4e86\u4e00\u4e0b\u3002<br \/>\n\u6211\u4f7f\u7528Python\u5e93\u6765\u8bbf\u95eeElasticsearch\u3002<\/p>\n<h1>\u73af\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Elasticsearch 7.8.0<\/ul>\n<\/li>\n<\/ul>\n<p>elasticsearch 7.9.1 (python\u306e\u30e9\u30a4\u30d6\u30e9\u30ea)<\/p>\n<p>Python Elasticsearch \u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u307e\u3068\u3081<\/p>\n<h1>\u90e8\u5206\u5339\u914d\u641c\u7d22\u548c\u5b8c\u5168\u5339\u914d\u641c\u7d22<\/h1>\n<p>\u7531\u4e8e\u90e8\u5206\u4e00\u81f4\u641c\u7d22\u548c\u5b8c\u5168\u4e00\u81f4\u641c\u7d22\u8fd9\u4e24\u4e2a\u8bcd\u76f8\u5f53\u6a21\u7cca\uff0c\u6240\u4ee5\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\u6211\u4f1a\u8be6\u7ec6\u63cf\u8ff0\u5b83\u4eec\u7684\u6982\u5ff5\u3002\uff08\u8fd9\u5e76\u4e0d\u662f\u4e00\u822c\u7684\u5b9a\u4e49\uff09<\/p>\n<ul class=\"post-ul\">\u691c\u7d22\u5bfe\u8c61\u6587\u5b57\u5217\u304c\u300c\u95a2\u897f\u56fd\u969b\u7a7a\u6e2f\u300d\u306e\u5834\u5408<\/ul>\n<div>\n<div class=\"post-table\">\u691c\u7d22\u8a9e\u95a2\u897f\u56fd\u969b\u7a7a\u6e2f\u95a2\u897f\u7a7a\u6e2f\u5927\u962a\u7a7a\u6e2f\u65b0\u5927\u962a\u99c5\u90e8\u5206\u4e00\u81f4\u3007\u3007\u3007\u25b3\u25b3\u00d7\u5b8c\u5168\u4e00\u81f4\u3007\u3007\u3007\u00d7\u00d7\u00d7<\/div>\n<\/div>\n<p>\u90e8\u5206\u4e00\u81f4\u691c\u7d22\u306f\u3001\u691c\u7d22\u8a9e\u3092\u5358\u8a9e\u5206\u3051\u3057\u305f\u5f8c\u306e\u5404\u5358\u8a9e\u304c\u3001\u691c\u7d22\u5bfe\u8c61\u6587\u5b57\u5217\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u30d2\u30c3\u30c8\u3057\u307e\u3059\u3002<br \/>\n\u691c\u7d22\u8a9e\u3092\u5358\u8a9e\u5206\u3051\u3057\u305f\u5f8c\u306e\u5404\u5358\u8a9e\u306e\u4e00\u90e8\u304c\u3001\u691c\u7d22\u5bfe\u8c61\u6587\u5b57\u5217\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30d2\u30c3\u30c8\u3059\u308b\u5834\u5408\u3082\u30d2\u30c3\u30c8\u3057\u306a\u3044\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Google\u691c\u7d22\u3067\u3001\u666e\u901a\u306e\u691c\u7d22\u3068\u540c\u3058\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u5b8c\u5168\u4e00\u81f4\u691c\u7d22\u306f\u3001\u691c\u7d22\u8a9e\u306e\u5168\u90e8\u304c\u3001\u691c\u7d22\u5bfe\u8c61\u6587\u5b57\u5217\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u30d2\u30c3\u30c8\u3057\u307e\u3059\u3002<\/p>\n<p>Google\u691c\u7d22\u3067\u3001\u691c\u7d22\u8a9e\u3092\u300c&#8221;\u300d(\u30c0\u30d6\u30eb\u30af\u30a9\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3)\u3067\u56f2\u3093\u3060\u5834\u5408\u3068\u540c\u3058\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n<h2>\u5728Elasticsearch\u4e2d\u7684\u5b9e\u73b0\u65b9\u6cd5<\/h2>\n<p>Elasticsearch\u6709\u4e24\u79cd\u5b57\u7b26\u4e32\u5b57\u6bb5\u7c7b\u578b\uff1atext\u548ckeyword\u3002<br \/>\ntext\u5c06\u5b57\u7b26\u4e32\u5206\u6790\u5e76\u6309\u5355\u8bcd\u5b58\u50a8\u3002<br \/>\nkeyword\u5219\u76f4\u63a5\u4fdd\u5b58\u5b57\u7b26\u4e32\u800c\u4e0d\u8fdb\u884c\u5206\u8bcd\u3002<\/p>\n<p>\u4f7f\u7528\u5339\u914d\u67e5\u8be2match query\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u6587\u5b57text\u7684\u90e8\u5206\u5339\u914d\u641c\u7d22\u3002<br \/>\n\u4f7f\u7528\u901a\u914d\u7b26\u67e5\u8be2wildcard query\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u5173\u952e\u5b57keyword\u7684\u5b8c\u5168\u5339\u914d\u641c\u7d22\u3002<\/p>\n<div>\n<div class=\"post-table\">\n\u30d5\u30a3\u30fc\u30eb\u30c9\u30bf\u30a4\u30d7\u30af\u30a8\u30ea\u90e8\u5206\u4e00\u81f4<a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/text.html\" target=\"_blank\" rel=\"nofollow noopener\">text<\/a><a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/query-dsl-match-query.html\" target=\"_blank\" rel=\"nofollow noopener\">match<\/a>\u5b8c\u5168\u4e00\u81f4<a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/keyword.html\" target=\"_blank\" rel=\"nofollow noopener\">keyword<\/a><a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/query-dsl-wildcard-query.html\" target=\"_blank\" rel=\"nofollow noopener\">wildcard <\/a><\/div>\n<\/div>\n<h1>\u83b7\u53d6\u5305\u542b\u6587\u672c\u548c\u5173\u952e\u8bcd\u4e24\u4e2a\u6570\u636e\u7684\u65b9\u6cd5\u3002<\/h1>\n<p>\u5728Elasticsearch\u4e2d\uff0c\u901a\u8fc7\u5728\u591a\u5b57\u6bb5\u4e0a\u5b9a\u4e49\u6620\u5c04\uff0c\u53ef\u4ee5\u4e3a\u4e00\u4e2a\u5b57\u7b26\u4e32\u63d0\u4f9b\u591a\u4e2a\u5b57\u6bb5\u7c7b\u578b\u7684\u6570\u636e\uff08\u5b98\u65b9\u53c2\u8003\u6587\u6863\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># -*- coding: utf-8 -*-\r\n<\/span><span class=\"kn\">from<\/span> <span class=\"nn\">elasticsearch<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Elasticsearch<\/span>\r\n\r\n<span class=\"n\">es<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"localhost:9200\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">mapping<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">\"mappings\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">\"properties\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"s\">\"content\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                <span class=\"s\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"text\"<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"s\">\"analyzer\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"kuromoji\"<\/span><span class=\"p\">,<\/span>  <span class=\"c1\"># \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306fkuromoji\r\n<\/span>                <span class=\"s\">\"fields\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                    <span class=\"s\">\"keyword\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n                        <span class=\"s\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"keyword\"<\/span><span class=\"p\">,<\/span>\r\n                        <span class=\"s\">\"ignore_above\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">8191<\/span> <span class=\"c1\"># \u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f256\r\n<\/span>                    <span class=\"p\">}<\/span>\r\n                <span class=\"p\">}<\/span>\r\n            <span class=\"p\">}<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"n\">es<\/span><span class=\"p\">.<\/span><span class=\"n\">indices<\/span><span class=\"p\">.<\/span><span class=\"n\">create<\/span><span class=\"p\">(<\/span><span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"s\">'myes'<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">mapping<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u8fd9\u6837\u505a\uff0c&#8221;myes&#8221;\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u4e2a\u4e3b\u8981\u7684text\u7c7b\u578b\u6570\u636e\uff0c\u8fd8\u53ef\u4ee5\u62e5\u6709\u4e00\u4e2a\u5173\u952e\u8bcd\u7c7b\u578b\u7684\u5b50\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528&#8221;text&#8221;\u6765\u8bbf\u95eetext\u7c7b\u578b\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u4f7f\u7528&#8221;content.keyword&#8221;\u6765\u8bbf\u95ee\u5173\u952e\u8bcd\u7c7b\u578b\u7684\u6570\u636e\u3002<br \/>\n\u4f5c\u4e3a\u5b50\u6570\u636e\u62e5\u6709\u7684\u5173\u952e\u8bcd\u7c7b\u578b\uff0c\u5982\u679c\u5b57\u7b26\u4e32\u8d85\u8fc7256\u4e2a\u5b57\u7b26\uff0c\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u5c06\u4e0d\u4f1a\u521b\u5efa\u3002<br \/>\n\u5982\u679c\u8981\u5904\u7406\u8d85\u8fc7256\u4e2a\u5b57\u7b26\u7684\u6570\u636e\uff0c\u9700\u8981\u660e\u786e\u8bbe\u7f6e&#8221;ignore_above&#8221;\u3002<br \/>\n\u4e0a\u9762\u8bbe\u7f6e\u4e86&#8221;ignore_above&#8221;:8191\u3002<br \/>\n\u5728Elasticsearch\u5185\u90e8\u4f7f\u7528\u7684Lucene\u7a0b\u5e8f\u4e2d\uff0c\u5173\u952e\u8bcd\u7c7b\u578b\u6570\u636e\u7684\u6700\u5927\u5bb9\u91cf\u4e3a32766\u5b57\u8282\uff0cUTF-8\u4e00\u4e2a\u5b57\u7b26\u6700\u5927\u53604\u4e2a\u5b57\u8282\uff0c\u6240\u4ee5\u8bbe\u7f6e\u4e3a32766\/4=8191\u3002<br \/>\n\u6b64\u5916\uff0c\u8fd8\u914d\u7f6e\u4e86\u65e5\u8bed\u7684\u5206\u6790\u5668kuromoji\u3002<\/p>\n<h1>\u6ce8\u518c\u7d22\u5f15<\/h1>\n<p>\u6ce8\u518c\u6837\u672c\u5b57\u7b26\u4e32\uff08\u7ea6300\u4e2a\u5b57\u7b26\uff09\u3002<br \/>\n\uff08\u67d0\u5267\u539f\u8457 ^^\/\uff09<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># -*- coding: utf-8 -*-\r\n<\/span><span class=\"kn\">from<\/span> <span class=\"nn\">elasticsearch<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Elasticsearch<\/span>\r\n\r\n<span class=\"n\">es<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"localhost:9200\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">sample<\/span> <span class=\"o\">=<\/span> <span class=\"sa\">u<\/span><span class=\"s\">\"\u6771\u4eac\u4e2d\u592e\u9280\u884c\u5927\u962a\u897f\u652f\u5e97\u306e\u878d\u8cc7\u8ab2\u9577\u30fb\u534a\u6ca2\u76f4\u6a39\u306e\u3082\u3068\u306b\u3068\u3042\u308b\u6848\u4ef6\u304c\u6301\u3061\u8fbc\u307e\u308c\u308b\u3002<\/span><span class=\"se\">\\\r\n<\/span><span class=\"s\">\u5927\u624b\uff29\uff34\u4f01\u696d\u30b8\u30e3\u30c3\u30ab\u30eb\u304c\u3001\u696d\u7e3e\u4f4e\u8ff7\u4e2d\u306e\u7f8e\u8853\u7cfb\u51fa\u7248\u793e\u30fb\u4ed9\u6ce2\u5de5\u85dd\u793e\u3092\u8cb7\u53ce\u3057\u305f\u3044\u3068\u3044\u3046\u306e\u3060\u3002 <\/span><span class=\"se\">\\\r\n<\/span><span class=\"s\">\u5927\u962a\u55b6\u696d\u672c\u90e8\u306b\u3088\u308b\u5f37\u5f15\u306a\u8cb7\u53ce\u5de5\u4f5c\u306b\u62b5\u6297\u3059\u308b\u534a\u6ca2\u3060\u3063\u305f\u304c\u3001\u3084\u304c\u3066\u80cc\u5f8c\u306b\u3072\u305d\u3080\u79d8\u5bc6\u306e\u5b58\u5728\u306b\u6c17\u3065\u304f\u3002<\/span><span class=\"se\">\\\r\n<\/span><span class=\"s\">\u6709\u540d\u306a\u7d75\u306b\u96a0\u3055\u308c\u305f\u300c\u8b0e\u300d\u3092\u89e3\u3044\u305f\u3068\u304d\u3001\u534a\u6ca2\u304c\u305f\u3069\u308a\u3064\u3044\u305f\u9a5a\u6115\u306e\u771f\u5b9f\u3068\u306f\u2015\u2015\u3002<\/span><span class=\"se\">\\\r\n<\/span><span class=\"s\">\u63a2\u5075\u534a\u6ca2\u304c\u7d75\u753b\u306b\u8fbc\u3081\u3089\u308c\u305f\u8b0e\u3092\u89e3\u304f\u3001\u6c5f\u6238\u5ddd\u4e71\u6b69\u8cde\u51fa\u8eab\u306e\u6c60\u4e95\u6238\u6f64\u3001\u771f\u9aa8\u9802\u30df\u30b9\u30c6\u30ea\u30fc\uff01<\/span><span class=\"se\">\\\r\n<\/span><span class=\"s\">\u300e\u534a\u6ca2\u76f4\u6a391 \u30aa\u30ec\u305f\u3061\u30d0\u30d6\u30eb\u5165\u884c\u7d44\u300f\u306e\u524d\u65e5\u8b5a\u3068\u306a\u308b\u30b7\u30ea\u30fc\u30ba\u539f\u70b9\u306b\u3057\u3066\u3001\u300c\u3084\u3089\u308c\u305f\u3089\u3001\u500d\u8fd4\u3057\uff01\u300d<\/span><span class=\"se\">\\\r\n<\/span><span class=\"s\">\u3042\u306e\u7a81\u304d\u4e0a\u3052\u308b\u723d\u5feb\u611f\u3068\u3068\u3082\u306b\u3001\u660e\u304b\u3055\u308c\u308b\u771f\u5b9f\u306b\u80f8\u304c\u71b1\u304f\u306a\u308b\u3001<\/span><span class=\"se\">\\\r\n<\/span><span class=\"s\">7\u670819\u65e5\u653e\u9001\u958b\u59cb\u30c9\u30e9\u30de\u300c\u534a\u6ca2\u76f4\u6a39\u300d\u30b7\u30ea\u30fc\u30ba\u5f85\u671b\u306e\u6700\u65b0\u539f\u4f5c\u5c0f\u8aac\u304c\u3001\u3064\u3044\u306b\u767b\u5834\u3002\"<\/span>\r\n\r\n<span class=\"n\">book<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">\"content\"<\/span><span class=\"p\">:<\/span><span class=\"n\">sample<\/span><span class=\"p\">}<\/span>\r\n<span class=\"n\">es<\/span><span class=\"p\">.<\/span><span class=\"n\">index<\/span><span class=\"p\">(<\/span><span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"s\">\"myes\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"s\">\"_doc\"<\/span><span class=\"p\">,<\/span> <span class=\"nb\">id<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">book<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h1>\u90e8\u5206\u5339\u914d\u641c\u7d22<\/h1>\n<p>\u5bf9\u4e8e\u5185\u5bb9\uff0c\u4f7f\u7528\u5339\u914d\u67e5\u8be2\u8fdb\u884c\u641c\u7d22\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># -*- coding: utf-8 -*-\r\n<\/span><span class=\"kn\">from<\/span> <span class=\"nn\">elasticsearch<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Elasticsearch<\/span>\r\n\r\n<span class=\"n\">es<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"localhost:9200\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">rq<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">\"query\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">\"match\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"s\">\"content\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"\u6771\u4eac\u4e2d\u592e\u9280\u884c\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"n\">result<\/span> <span class=\"o\">=<\/span> <span class=\"n\">es<\/span><span class=\"p\">.<\/span><span class=\"n\">search<\/span><span class=\"p\">(<\/span><span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"s\">\"myes\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">rq<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">result<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u641c\u7d22\u5173\u952e\u8bcd\u548c\u641c\u7d22\u7ed3\u679c\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<div>\n<div class=\"post-table\">\u691c\u7d22\u8a9e\u691c\u7d22\u7d50\u679c\u6771\u4eac\u4e2d\u592e\u9280\u884c\u3007\u6771\u4eac\u306e\u4e2d\u592e\u9280\u884c\u3007\u4e09\u4e95\u4f4f\u53cb\u9280\u884c\u00d7<\/div>\n<\/div>\n<p>\u5728\u5339\u914d\u67e5\u8be2\u4e2d\uff0c\u641c\u7d22\u8bcd\u4f1a\u88ab\u62c6\u89e3\u6210\u5355\u8bcd\u5e76\u8fdb\u884c\u641c\u7d22\u3002\u641c\u7d22\u8bcd\u201c\u4e1c\u4eac\u7684\u4e2d\u592e\u94f6\u884c\u201d\u4f1a\u88ab\u62c6\u5206\u6210\u201c\u4e1c\u4eac\u201d\u3001\u201c\u4e2d\u592e\u201d\u3001\u201c\u94f6\u884c\u201d\uff0c\u7136\u540e\u4e0e\u540c\u6837\u88ab\u62c6\u5206\u6210\u5355\u8bcd\u7684\u6587\u672c\u7c7b\u578b\u7684\u641c\u7d22\u76ee\u6807\u6570\u636e\u8fdb\u884c\u5339\u914d\uff0c\u4ece\u800c\u5b9e\u73b0\u641c\u7d22\u547d\u4e2d\u3002\u867d\u7136\u641c\u7d22\u8bcd\u201c\u4e09\u4e95\u4f4f\u53cb\u94f6\u884c\u201d\u4e5f\u6709\u53ef\u80fd\u547d\u4e2d\uff0c\u56e0\u4e3a\u201c\u94f6\u884c\u201d\u5305\u542b\u5728\u641c\u7d22\u76ee\u6807\u6570\u636e\u4e2d\uff0c\u4f46\u5728\u8fd9\u6b21\u641c\u7d22\u4e2d\u6ca1\u6709\u547d\u4e2d\u3002<\/p>\n<h1>\u5b8c\u5168\u4e00\u81f4\u641c\u7d22<\/h1>\n<p>\u5bf9\u4e8econtent.keyword\uff0c\u4f7f\u7528\u901a\u914d\u7b26\u67e5\u8be2\u8fdb\u884c\u641c\u7d22\u3002<br \/>\n\u5728\u641c\u7d22\u8bcd\u7684\u524d\u540e\u52a0\u4e0a\u201c*\u201d\uff08\u901a\u914d\u7b26\uff09\u3002<br \/>\n\u201c*\u201d\u5c06\u4e0e0\u4e2a\u6216\u591a\u4e2a\u4efb\u610f\u5b57\u7b26\u5339\u914d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># -*- coding: utf-8 -*-\r\n<\/span><span class=\"kn\">from<\/span> <span class=\"nn\">elasticsearch<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Elasticsearch<\/span>\r\n\r\n<span class=\"n\">es<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"localhost:9200\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">rq<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"s\">\"query\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">\"wildcard\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"s\">\"content.keyword\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"*\u6771\u4eac\u4e2d\u592e\u9280\u884c*\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"n\">result<\/span> <span class=\"o\">=<\/span> <span class=\"n\">es<\/span><span class=\"p\">.<\/span><span class=\"n\">search<\/span><span class=\"p\">(<\/span><span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"s\">\"myes\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">rq<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">result<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u641c\u7d22\u8bcd\u548c\u641c\u7d22\u7ed3\u679c\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<div>\n<div class=\"post-table\">\u691c\u7d22\u8a9e\u691c\u7d22\u7d50\u679c*\u6771\u4eac\u4e2d\u592e\u9280\u884c*\u3007*\u6771\u4eac\u306e\u4e2d\u592e\u9280\u884c*\u00d7*\u4e09\u4e95\u4f4f\u53cb\u9280\u884c*\u00d7<\/div>\n<\/div>\n<p>\u5728\u901a\u914d\u7b26\u67e5\u8be2\uff08\u672f\u8bed\u7ea7\u522b\u67e5\u8be2\uff09\u4e2d\uff0c\u5c06\u641c\u7d22\u8bcd\u76f4\u63a5\u4e0e\u641c\u7d22\u76ee\u6807\u5b57\u7b26\u4e32\u7684\u6570\u636e\u8fdb\u884c\u6bd4\u8f83\u3002<br \/>\n\u7531\u4e8e\u641c\u7d22\u76ee\u6807\u5b57\u7b26\u4e32\u4e2d\u4e0d\u5305\u542b&#8221;\u4e1c\u4eac\u4e2d\u592e\u94f6\u884c&#8221;\u548c&#8221;\u4e09\u4e95\u4f4f\u53cb\u94f6\u884c&#8221;\uff0c\u56e0\u6b64\u641c\u7d22\u7ed3\u679c\u4e3a\u7a7a\u3002<\/p>\n<h1>\u6982\u8ff0<\/h1>\n<p>\u5728\u5c1d\u8bd5\u5b9e\u73b0Elasticsearch\u7684\u90e8\u5206\u5339\u914d\u641c\u7d22\u548c\u5b8c\u5168\u5339\u914d\u641c\u7d22\u65f6\uff0c\u6211\u53d1\u73b0\u53ef\u4ee5\u8f7b\u677e\u5730\u540c\u65f6\u4f7f\u7528text\u548ckeyword\u8fd9\u4e24\u79cd\u6570\u636e\u7c7b\u578b\uff0c\u611f\u53f9\u9053\uff1a\u201c\u8fd9\u662f\u591a\u4e48\u65b9\u4fbf\u7684\u6570\u636e\u7ed3\u6784\u554a\uff01\u201d\u7136\u800c\uff0c\u6211\u5e76\u6ca1\u6709\u610f\u8bc6\u5230\u4f5c\u4e3a\u5b50\u7c7b\u578b\u7684keyword\u6570\u636e\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f1a\u88ab\u9650\u5236\u5728&#8221;ignore_above&#8221;: 256\u4e4b\u5185\uff0c\u5bfc\u81f4\u6211\u9047\u5230\u4e86\u4e00\u4e9b\u56f0\u96be\u3002<br \/>\n\u540e\u6765\u6211\u4e86\u89e3\u5230\uff0c\u8fd8\u6709\u4e00\u79cd\u79f0\u4e3awildcard\u5b57\u6bb5\u7c7b\u578b\u7684\u6570\u636e\u53ef\u4ee5\u8fdb\u884c\u901a\u914d\u7b26\u67e5\u8be2\u4f18\u5316\uff0c\u4e5f\u8bb8\u4f7f\u7528\u5b83\u53d6\u4ee3keyword\u4f1a\u66f4\u597d\u3002<\/p>\n<h1>\u8bf7\u770b\u53c2\u8003\u3002<\/h1>\n<p>\u7528\u4e8e\u521d\u5b66\u8005\u7684Elasticsearch\u7b2c1\u90e8\u5206<br \/>\n\u7528\u4e8e\u521d\u5b66\u8005\u7684Elasticsearch\u7b2c2\u90e8\u5206-\u591a\u79cd\u641c\u7d22\u65b9\u5f0f-<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u51e0\u4e2a\u6708\u524d\u5229\u7528Elasticsearch\u521b\u5efa\u4e86\u4e00\u4e2a\u90e8\u5206\u5339\u914d\u641c\u7d22\uff08\u666e\u901a\u641c\u7d22\uff09\u7684\u5e94\u7528\u7a0b\u5e8f\u3002 \u7136\u540e\uff0c\u6211\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5b8c\u5168 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40926","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5728Elasticsearch\u4e2d\u540c\u65f6\u5b9e\u73b0\u90e8\u5206\u5339\u914d\u641c\u7d22\u548c\u5b8c\u5168\u5339\u914d\u641c\u7d22 - Blog - Silicon Cloud<\/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.silicloud.com\/zh\/blog\/\u5728elasticsearch\u4e2d\u540c\u65f6\u5b9e\u73b0\u90e8\u5206\u5339\u914d\u641c\u7d22\u548c\u5b8c\u5168\u5339\u914d\u641c\u7d22\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5728Elasticsearch\u4e2d\u540c\u65f6\u5b9e\u73b0\u90e8\u5206\u5339\u914d\u641c\u7d22\u548c\u5b8c\u5168\u5339\u914d\u641c\u7d22\" \/>\n<meta property=\"og:description\" content=\"\u6211\u51e0\u4e2a\u6708\u524d\u5229\u7528Elasticsearch\u521b\u5efa\u4e86\u4e00\u4e2a\u90e8\u5206\u5339\u914d\u641c\u7d22\uff08\u666e\u901a\u641c\u7d22\uff09\u7684\u5e94\u7528\u7a0b\u5e8f\u3002 \u7136\u540e\uff0c\u6211\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5b8c\u5168 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5728elasticsearch\u4e2d\u540c\u65f6\u5b9e\u73b0\u90e8\u5206\u5339\u914d\u641c\u7d22\u548c\u5b8c\u5168\u5339\u914d\u641c\u7d22\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-18T10:35:17+00:00\" \/>\n<meta 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