{"id":40608,"date":"2023-08-23T16:29:20","date_gmt":"2023-01-27T06:11:12","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8python%e6%93%8d%e4%bd%9celasticsearch%ef%bc%88%e8%bf%9b%e8%a1%8c%e6%b3%a8%e5%86%8c%e5%92%8c%e6%90%9c%e7%b4%a2%ef%bc%89%e3%80%82\/"},"modified":"2024-04-30T19:46:17","modified_gmt":"2024-04-30T11:46:17","slug":"%e4%bd%bf%e7%94%a8python%e6%93%8d%e4%bd%9celasticsearch%ef%bc%88%e8%bf%9b%e8%a1%8c%e6%b3%a8%e5%86%8c%e5%92%8c%e6%90%9c%e7%b4%a2%ef%bc%89%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8python%e6%93%8d%e4%bd%9celasticsearch%ef%bc%88%e8%bf%9b%e8%a1%8c%e6%b3%a8%e5%86%8c%e5%92%8c%e6%90%9c%e7%b4%a2%ef%bc%89%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Python\u64cd\u4f5cElasticsearch\uff08\u8fdb\u884c\u6ce8\u518c\u548c\u641c\u7d22\uff09"},"content":{"rendered":"<h1>\u76ee\u6807\u6216\u76ee\u7684<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">python\u304b\u3089Elasticsearch\u3092\u64cd\u4f5c\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">python\u3001Elasticsearch\u306f\u5225\u3005\u306eDocker\u30b3\u30f3\u30c6\u30ca\u3067\u52d5\u4f5c\u3057\u3001\u305d\u308c\u305e\u308c\u306fdocker-compose\u3067\u8d77\u52d5\u3057\u3066\u3044\u308b<\/ul>\n<h1>\u4e0d\u505a\u7684\u4e8b<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">docker-compose\u3067\u884c\u3046Docker\u30b3\u30f3\u30c6\u30ca\u306e\u8d77\u52d5\u65b9\u6cd5\uff08\u53c2\u8003\uff1aDocker\u30b3\u30f3\u30c6\u30ca\u3067ElasticSearch\u3092\u8d77\u52d5\u3059\u308b\uff08docker-compose\uff09\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">python\u306e\u57fa\u790e\u77e5\u8b58\uff08import\u3068\u304b\uff09<\/ul>\n<h1>\u73af\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OS: macOS Catalina 10.15.4<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Docker: 2.2.0.5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">docker-compose: 1.25.4<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">ElasticSearch: 7.4.2<\/ul>\n<h1>\u505a\u8fc7\u7684\u4e8b\u60c5<\/h1>\n<h2>\u521b\u5efa\u6ce8\u518c\u5904\u7406<\/h2>\n<p>\u8bf7\u53c2\u8003\u6784\u5efa\u65f6\u7684\u5e16\u5b50\uff0c\u4e86\u89e3\u5728\u5bb9\u5668\u4e2d\u4f7f\u7528pip\u5b89\u88c5\u548c\u5bb9\u5668\u540d\u79f0\u7684\u76f8\u5173\u4fe1\u606f\uff08\u53c2\u8003\uff1a\u5728Docker\u5bb9\u5668\u4e2d\u542f\u52a8ElasticSearch\uff08\u4f7f\u7528docker-compose\uff09\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">os<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">elasticsearch<\/span>\r\n\r\n<span class=\"c1\"># \u63a5\u7d9a\u5148\u306eElastisearch\u3092\u6307\u5b9a\uff08\u4eca\u56de\u306fElasticsearch\u306e\u30b3\u30f3\u30c6\u30ca\u540d\u3092\u6307\u5b9a\uff09\r\n<\/span><span class=\"n\">client<\/span> <span class=\"o\">=<\/span> <span class=\"n\">elasticsearch<\/span><span class=\"p\">.<\/span><span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"elasticsearch\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">game<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{}<\/span>\r\n<span class=\"n\">game<\/span><span class=\"p\">[<\/span><span class=\"s\">'title'<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'hiroky quest'<\/span>\r\n<span class=\"n\">game<\/span><span class=\"p\">[<\/span><span class=\"s\">'genre'<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1<\/span>\r\n<span class=\"n\">game<\/span><span class=\"p\">[<\/span><span class=\"s\">'release_date'<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'2020\/05\/01'<\/span>\r\n<span class=\"n\">game<\/span><span class=\"p\">[<\/span><span class=\"s\">'memo'<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'memo'<\/span>\r\n<span class=\"c1\"># index\u3092\u6307\u5b9a\u3057\u3066\u767b\u9332\u3092\u884c\u3046\r\n<\/span><span class=\"n\">client<\/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\">'games'<\/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=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">game<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u7531\u4e8e\u6b64\u6b21\u4f7f\u7528\u4e86Docker\u7f51\u7edc\uff0c\u56e0\u6b64\u9700\u8981\u6307\u5b9a\u5bb9\u5668\u540d\u79f0\u3002<br \/>\n\u5982\u679c\u662f\u5728\u672c\u5730\u542f\u52a8\u7684Elasticsearch\uff0c\u5219\u9700\u8981\u6307\u5b9a\u4e3a\u300clocalhost:9200\u300d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># \u63a5\u7d9a\u5148\u306eElastisearch\u3092\u6307\u5b9a\uff08\u4eca\u56de\u306fElasticsearch\u306e\u30b3\u30f3\u30c6\u30ca\u540d\u3092\u6307\u5b9a\uff09\r\n<\/span><span class=\"n\">client<\/span> <span class=\"o\">=<\/span> <span class=\"n\">elasticsearch<\/span><span class=\"p\">.<\/span><span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"elasticsearch\"<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u7d22\u5f15\u5bf9\u5e94\u4e8eRDS\u8868\u683c\uff08\u5e94\u8be5\uff09\u5b58\u5728\uff0c\u4e0eRDS\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\u5373\u4f7f\u4e0d\u521b\u5efa\u7d22\u5f15\u4e5f\u80fd\u6267\u884c\u6ce8\u518c\uff0c\u5e76\u81ea\u52a8\u6dfb\u52a0\u7d22\u5f15\u3002\u540c\u65f6\u8fd8\u4f1a\u81ea\u52a8\u521b\u5efa\u6620\u5c04\uff08\u7c7b\u4f3cRDS\u7684\u8868\u5b9a\u4e49\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># index\u3092\u6307\u5b9a\u3057\u3066\u767b\u9332\u3092\u884c\u3046\r\n<\/span><span class=\"n\">client<\/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\">'games'<\/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=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">game<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h2>\u8bf7\u641c\u7d22\u5e76\u786e\u8ba4\u6ce8\u518c\u4fe1\u606f\u3002<\/h2>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">os<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">elasticsearch<\/span>\r\n\r\n<span class=\"c1\"># Elasticsearch\u306e\u30b3\u30f3\u30c6\u30ca\u540d\u3092\u6307\u5b9a\uff08Docker Network\uff09\r\n<\/span><span class=\"n\">client<\/span> <span class=\"o\">=<\/span> <span class=\"n\">elasticsearch<\/span><span class=\"p\">.<\/span><span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"elasticsearch\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># index\u6307\u5b9a\u3067\u691c\u7d22\r\n<\/span><span class=\"n\">result<\/span> <span class=\"o\">=<\/span> <span class=\"n\">client<\/span><span class=\"p\">.<\/span><span class=\"n\">search<\/span><span class=\"p\">(<\/span>\r\n    <span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"s\">'games'<\/span>\r\n<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>\u7528client.search\u8fdb\u884c\u641c\u7d22\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5c06\u5bf9\u6240\u6709\u7d22\u5f15\u8fdb\u884c\u5168\u6587\u641c\u7d22\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># python3 search.py<\/span>\r\n<span class=\"o\">{<\/span><span class=\"s1\">'took'<\/span>: 11, <span class=\"s1\">'timed_out'<\/span>: False, <span class=\"s1\">'_shards'<\/span>: <span class=\"o\">{<\/span><span class=\"s1\">'total'<\/span>: 1, <span class=\"s1\">'successful'<\/span>: 1, <span class=\"s1\">'skipped'<\/span>: 0, <span class=\"s1\">'failed'<\/span>: 0<span class=\"o\">}<\/span>, <span class=\"s1\">'hits'<\/span>: <span class=\"o\">{<\/span><span class=\"s1\">'total'<\/span>: <span class=\"o\">{<\/span><span class=\"s1\">'value'<\/span>: 1, <span class=\"s1\">'relation'<\/span>: <span class=\"s1\">'eq'<\/span><span class=\"o\">}<\/span>, <span class=\"s1\">'max_score'<\/span>: 1.0, <span class=\"s1\">'hits'<\/span>: <span class=\"o\">[{<\/span><span class=\"s1\">'_index'<\/span>: <span class=\"s1\">'games'<\/span>, <span class=\"s1\">'_type'<\/span>: <span class=\"s1\">'_doc'<\/span>, <span class=\"s1\">'_id'<\/span>: <span class=\"s1\">'AAyn53EBfM-Vwr_FW_d7'<\/span>, <span class=\"s1\">'_score'<\/span>: 1.0, <span class=\"s1\">'_source'<\/span>: <span class=\"o\">{<\/span><span class=\"s1\">'title'<\/span>: <span class=\"s1\">'hiroky quest'<\/span>, <span class=\"s1\">'genre'<\/span>: 1, <span class=\"s1\">'release_date'<\/span>: <span class=\"s1\">'2020\/05\/01'<\/span>, <span class=\"s1\">'memo'<\/span>: <span class=\"s1\">'memo'<\/span><span class=\"o\">}}]}}<\/span>\r\n<\/code><\/pre>\n<p>\u4f60\u53ef\u4ee5\u6307\u5b9a\u641c\u7d22\u6761\u4ef6\u5e76\u8fdb\u884c\u641c\u7d22\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">os<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">elasticsearch<\/span>\r\n\r\n<span class=\"c1\"># Elasticsearch\u306e\u30b3\u30f3\u30c6\u30ca\u540d\u3092\u6307\u5b9a\uff08Docker Network\uff09\r\n<\/span><span class=\"n\">client<\/span> <span class=\"o\">=<\/span> <span class=\"n\">elasticsearch<\/span><span class=\"p\">.<\/span><span class=\"n\">Elasticsearch<\/span><span class=\"p\">(<\/span><span class=\"s\">\"elasticsearch\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u6761\u4ef6\u691c\u7d22\r\n<\/span><span class=\"n\">result<\/span> <span class=\"o\">=<\/span> <span class=\"n\">client<\/span><span class=\"p\">.<\/span><span class=\"n\">search<\/span><span class=\"p\">(<\/span>\r\n    <span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"s\">'games'<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">'query'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"s\">'match'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"s\">'genre'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">}}}<\/span>\r\n<span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">result<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5c06\u83b7\u5f97\u4e0e&#8217;genre&#8217;: 1\u76f8\u5e94\u7684\u8bb0\u5f55\u4f5c\u4e3a\u641c\u7d22\u7ed3\u679c\u3002<br \/>\n&#8216;match&#8217;\u4f1a\u4f5c\u4e3a\u5b8c\u5168\u5339\u914d\u6765\u8fdb\u884c\u641c\u7d22\u3002<\/p>\n<h1>\u5370\u8c61<\/h1>\n<p>\u7531\u4e8ePython\u5ba2\u6237\u7aef\u7684\u4f7f\u7528\u65b9\u6cd5\u975e\u5e38\u7b80\u5355\uff0c\u6240\u4ee5\u6211\u80fd\u8f7b\u677e\u5730\u5b9e\u73b0\u5b83\u3002<br \/>\n\u76ee\u524d\u4ec5\u5b9e\u73b0\u4e86\u7b80\u5355\u7684\u6ce8\u518c\u548c\u641c\u7d22\u529f\u80fd\uff0c\u5e0c\u671b\u80fd\u591f\u6df1\u5165\u4f7f\u7528\u5b83\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6807\u6216\u76ee\u7684 python\u304b\u3089Elasticsearch\u3092\u64cd\u4f5c\u3059\u308b &nbsp; python\u3001Elastics [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40608","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This 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