{"id":41056,"date":"2022-12-19T06:29:58","date_gmt":"2023-02-08T23:00:38","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e7%94%a8python%e5%ae%a2%e6%88%b7%e7%ab%af%e5%bc%80%e5%a7%8b%e7%9a%84elasticsearch%e5%88%9d%e5%ad%a6%e8%80%85%e6%8c%87%e5%8d%97\/"},"modified":"2024-04-29T05:58:13","modified_gmt":"2024-04-28T21:58:13","slug":"%e7%94%a8python%e5%ae%a2%e6%88%b7%e7%ab%af%e5%bc%80%e5%a7%8b%e7%9a%84elasticsearch%e5%88%9d%e5%ad%a6%e8%80%85%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e7%94%a8python%e5%ae%a2%e6%88%b7%e7%ab%af%e5%bc%80%e5%a7%8b%e7%9a%84elasticsearch%e5%88%9d%e5%ad%a6%e8%80%85%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u7528Python\u5ba2\u6237\u7aef\u5f00\u59cb\u7684\u201cElasticsearch\u521d\u5b66\u8005\u6307\u5357\u201d"},"content":{"rendered":"<h1>\u6982\u8ff0<\/h1>\n<p>\u8fd9\u662f\u4e00\u4e2a\u603b\u7ed3\u4e86\u4ece\u5b89\u88c5Elasticsearch\u5230\u8fd0\u7528\u7684\u51c6\u5907\u5de5\u4f5c\u7684\u5907\u5fd8\u5f55\u3002\u6211\u4eec\u5c06\u4f7f\u7528Python\u5ba2\u6237\u7aef\u6765\u64cd\u4f5c\u3002\u6709\u4e86\u8fd9\u4e2a\u5de5\u5177\uff0c\u53ef\u4ee5\u901a\u8fc7Python\u6765\u6dfb\u52a0\u548c\u641c\u7d22\u6570\u636e\uff0c\u56e0\u6b64\u6570\u636e\u5904\u7406\u4e5f\u4f1a\u53d8\u5f97\u66f4\u52a0\u8f7b\u677e\u2026\u2026\u6211\u8ba4\u4e3a\u3002<\/p>\n<h1>\u8bbe\u7f6e\u73af\u5883<\/h1>\n<h2>\u5b89\u88c5 Elasticsearch<\/h2>\n<p>\u7531\u4e8e\u73af\u5883\u662fDebian\uff0c\u6240\u4ee5\u5e26\u7740deb\u7684\u8f6f\u4ef6\u5305\u6765\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n<pre class=\"post-pre\"><code>% wget https:\/\/download.elasticsearch.org\/elasticsearch\/elasticsearch\/elasticsearch-1.3.1.deb\r\n% sudo dpkg -i elasticsearch-1.3.1.deb\r\n<\/code><\/pre>\n<p>\u5c06\u6211\u7684 JAVA_HOME \u8def\u5f84(\/usr\/loca\/java)\u52a0\u5165\u5230\u7528\u4e8e\u5bfb\u627e \/etc\/init.d\/elasticsearch \u4e2d\u7684java\u7684\u76ee\u5f55\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code># The first existing directory is used for JAVA_HOME (if JAVA_HOME is not defined in $DEFAULT)\r\nJDK_DIRS=\"\/usr\/local\/java \/usr\/lib\/jvm\/java-7-oracle \/usr\/lib\/jvm\/java-7-openjdk \/usr\/lib\/jvm\/java-7-openjdk-amd64\/ \/usr\/lib\/jvm\/java-7-openjdk-armhf \/usr\/lib\/jvm\/java-7-openjdk-i386\/ \/usr\/lib\/jvm\/default-java\"\r\n<\/code><\/pre>\n<h2>\u542f\u52a8<\/h2>\n<pre class=\"post-pre\"><code>% <span class=\"nb\">sudo<\/span> \/etc\/init.d\/elasticsearch start\r\n<\/code><\/pre>\n<h2>\u786e\u8ba4<\/h2>\n<p>\u8bf7\u5c1d\u8bd5\u8bbf\u95ee http:\/\/localhost:9200 \u5e76\u786e\u8ba4\u8fd4\u56de\u4ee5\u4e0b\u5185\u5bb9\u3002<br \/>\n\u60a8\u53ef\u4ee5\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee\u5730\u5740\u5e76\u786e\u8ba4\uff0c\u6216\u8005\u901a\u8fc7\u547d\u4ee4\u884c\u4ee5\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u8bbf\u95ee\u3002<\/p>\n<pre class=\"post-pre\"><code>% curl -XGET http:\/\/localhost:9200\/                                                       \r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"status\"<\/span> <span class=\"p\">:<\/span> <span class=\"mi\">200<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"name\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"White Rabbit\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"version\"<\/span> <span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"number\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"1.3.1\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"build_hash\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"2de6dc5268c32fb49b205233c138d93aaf772015\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"build_timestamp\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"2014-07-28T14:45:15Z\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"build_snapshot\"<\/span> <span class=\"p\">:<\/span> <span class=\"kc\">false<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"lucene_version\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"4.9\"<\/span>\r\n  <span class=\"p\">},<\/span>\r\n  <span class=\"nl\">\"tagline\"<\/span> <span class=\"p\">:<\/span> <span class=\"s2\">\"You Know, for Search\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h1>\u5c1d\u8bd5\u4f7f\u7528\u63d2\u4ef6<\/h1>\n<h2>\u63d2\u4ef6\u7684\u5b89\u88c5<\/h2>\n<p>\u7531\u65bc\u6c92\u6709\u4ec0\u9ebc\u6771\u897f\u6703\u8b93\u4eba\u611f\u5230\u4e0d\u65b9\u4fbf\uff0c\u6240\u4ee5\u6211\u6703\u5b89\u88dd\u5e38\u7528\u7684elasticsearch-head\u3002\u9019\u6a23\u6700\u57fa\u672c\u7684\u9700\u6c42\u5c31\u53ef\u4ee5\u6eff\u8db3\u4e86\u3002\u53ea\u9700\u8981\u57f7\u884celasticsearch\u9644\u5e36\u7684plugin\u6307\u4ee4\u5373\u53ef\u3002\u592a\u597d\u4e86\uff01<\/p>\n<p>\u5982\u679c\u80fd\u591f\u8bbf\u95ee\u5230 http:\/\/localhost:9200\/_plugin\/head \uff0c\u90a3\u5c31\u8868\u793a\u6210\u529f\u3002<\/p>\n<pre class=\"post-pre\"><code>% \/usr\/share\/elasticsearch\/bin\/plugin <span class=\"nt\">-install<\/span> mobz\/elasticsearch-head\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"elasticsearch-head.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44a637434c4406ca0225\/19-0.png\" alt=\"elasticsearch-head.png\" \/><\/div>\n<h1>\u4f7f\u7528Python\u5ba2\u6237\u7aef<\/h1>\n<p>\u516c\u5f0f: elasticsearch-py<br \/>\n\u6587\u4ef6\uff1aPython Elasticsearch \u5ba2\u6237\u7aef<\/p>\n<h2>\u51c6\u5907Python\u73af\u5883<\/h2>\n<p>\u6211\u624b\u4e0a\u7684\u8ba1\u7b97\u673a\u4e0a\u88c5\u6709 Python 2.6.6\u3002\u7531\u4e8e\u6211\u4ece\u672a\u4f7f\u7528\u8fc7 Python\uff0c\u56e0\u6b64\u6211\u51b3\u5b9a\u53c2\u8003\u4e86\u4e00\u7bc7\u8c37\u6b4c\u9875\u9762\uff0c\u6765\u5b89\u88c5\u5305\u7ba1\u7406\u5668 pip \u548c\u7528\u4e8e\u5207\u6362\u73af\u5883\u7684 virtualenv\u3002<\/p>\n<p>\u53c2\u8003\uff1a\u4e0d\u77e5\u4e0d\u89c9\u4e2d\uff0cpip\u7684\u5b89\u88c5\u53d8\u5f97\u5bb9\u6613\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>curl <span class=\"nt\">-kL<\/span> https:\/\/raw.github.com\/pypa\/pip\/master\/contrib\/get-pip.py | python\r\npip <span class=\"nb\">install <\/span>virtualenv virtualenvwrapper\r\nvi ~\/.bashrc\r\n<span class=\"c\"># \u4e0b\u8a18\u306e3\u884c\u3092\u8ffd\u8a18<\/span>\r\n<span class=\"nb\">export <\/span><span class=\"nv\">WORKON_HOME<\/span><span class=\"o\">=<\/span><span class=\"nv\">$HOME<\/span>\/.virtualenvs\r\n<span class=\"nb\">export <\/span><span class=\"nv\">PROJECT_HOME<\/span><span class=\"o\">=<\/span><span class=\"nv\">$HOME<\/span>\/work\r\n<span class=\"nb\">source<\/span> \/path\/to\/your\/virtualenvwrapper.sh\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5 Python \u5ba2\u6237\u7aef\u5e76\u8fdb\u884c\u4ea4\u4e92\u6027\u542f\u52a8\u3002<\/h2>\n<h3>\u5b89\u88c5<\/h3>\n<pre class=\"post-pre\"><code>pip <span class=\"nb\">install <\/span>elasticsearch\r\n<\/code><\/pre>\n<h3>\u542f\u52a8<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u65e5\u672c\u8a9e\u901a\u3057\u305f\u3044\u306e\u3067\uff0cLANG\u3092\u8a2d\u5b9a\u3057\u3064\u3064python\u3092\u5bfe\u8a71\u30e2\u30fc\u30c9\u3067\u8d77\u52d5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">elasticsearch \u3092 import<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">elasticsearch \u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7528\u610f<\/ul>\n<pre class=\"post-pre\"><code>% <span class=\"nv\">LANG<\/span><span class=\"o\">=<\/span>ja_JP.UTF8 python\r\nPython 2.6.6 <span class=\"o\">(<\/span>r266:84292, Dec 27 2010, 00:02:40<span class=\"o\">)<\/span>\r\n<span class=\"o\">[<\/span>GCC 4.4.5] on linux2\r\nType <span class=\"s2\">\"help\"<\/span>, <span class=\"s2\">\"copyright\"<\/span>, <span class=\"s2\">\"credits\"<\/span> or <span class=\"s2\">\"license\"<\/span> <span class=\"k\">for <\/span>more information.\r\n<span class=\"o\">&gt;&gt;&gt;<\/span> from elasticsearch import Elasticsearch\r\n<span class=\"o\">&gt;&gt;&gt;<\/span> es <span class=\"o\">=<\/span> Elasticsearch<span class=\"o\">(<\/span><span class=\"s2\">\"localhost:9200\"<\/span><span class=\"o\">)<\/span>\r\n<span class=\"o\">&gt;&gt;&gt;<\/span> es\r\n&lt;Elasticsearch<span class=\"o\">([{<\/span><span class=\"s1\">'host'<\/span>: <span class=\"s1\">'localhost'<\/span>, <span class=\"s1\">'port'<\/span>: 9200<span class=\"o\">}])&gt;<\/span>\r\n<\/code><\/pre>\n<h2>\u5411\u7d22\u5f15\u4e2d\u6dfb\u52a0\u6587\u6863<\/h2>\n<p>API\uff1aelasticsearch.Elasticsearch.index<br \/>\nAPI\uff1aelasticsearch\u6a21\u5757\u7684Elasticsearch\u5bf9\u8c61\u7684index\u65b9\u6cd5<\/p>\n<p>\u6211\u5011\u5c07\u6dfb\u52a0\u4ee5\u4e0b\u985e\u4f3c\u7684\u6578\u64da\u3002\u7d22\u5f15\uff08index\uff09\u548c\u6587\u6a94\u985e\u578b\uff08doc_type\uff09\u662f\u5fc5\u586b\u9805\u76ee\u3002\u5982\u679c\u6307\u5b9a\u7684\u7d22\u5f15\u4e0d\u5b58\u5728\uff0c\u5247\u5c07\u5275\u5efa\u65b0\u7684\u7d22\u5f15\u3002\u5982\u679c\u672a\u6307\u5b9aID\uff0c\u7cfb\u7d71\u5c07\u81ea\u52d5\u5206\u914d\u4e00\u500b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">index: fruit (\u5fc5\u9808\u9805\u76ee)<\/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\">doc_type: test (\u5fc5\u9808\u9805\u76ee)<\/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\">id: 1<\/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\">body (\u5fc5\u9808\u9805\u76ee)<\/ul>\n<\/li>\n<\/ul>\n<p>name:apple, color:red<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;&gt;&gt;<\/span> <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\">\"fruit\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"s\">\"test\"<\/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=\"p\">{<\/span><span class=\"s\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"apple\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"color\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"red\"<\/span><span class=\"p\">})<\/span>\r\n<span class=\"p\">{<\/span><span class=\"sa\">u<\/span><span class=\"s\">'_type'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'test'<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_id'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'1'<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'created'<\/span><span class=\"p\">:<\/span> <span class=\"bp\">True<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_version'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_index'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'fruit'<\/span><span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"elasticsearch-head-new-index.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44a637434c4406ca0225\/37-0.png\" alt=\"elasticsearch-head-new-index.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"elasticsearch-new-index.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44a637434c4406ca0225\/38-0.png\" alt=\"elasticsearch-new-index.png\" \/><\/div>\n<h2>\u5c1d\u8bd5\u8fdb\u884c\u4e0d\u540c\u7684\u64cd\u4f5c<\/h2>\n<h3>\u66f4\u6539\/\u65b0\u589e<\/h3>\n<p>\u5982\u679c\u6307\u5b9a\u76f8\u540c\u7684ID\uff0c\u5c31\u4f1a\u8986\u76d6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;&gt;&gt;<\/span> <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\">\"fruit\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"s\">\"test\"<\/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=\"p\">{<\/span><span class=\"s\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"apple\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"color\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"green\"<\/span><span class=\"p\">})<\/span>\r\n<span class=\"p\">{<\/span><span class=\"sa\">u<\/span><span class=\"s\">'_type'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'test'<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_id'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'1'<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'created'<\/span><span class=\"p\">:<\/span> <span class=\"bp\">False<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_version'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_index'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'fruit'<\/span><span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5982\u679c\u6ca1\u6709\u6307\u5b9aid\uff0c\u5c06\u4f1a\u968f\u673a\u5206\u914d\u3002\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d\uff0cid\u4e3adnMiX8ufSiiZC_c8KwykuQ\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;&gt;&gt;<\/span> <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\">\"fruit\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"s\">\"test\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u308a\u3093\u3054\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"color\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"red\"<\/span><span class=\"p\">})<\/span>\r\n<span class=\"p\">{<\/span><span class=\"sa\">u<\/span><span class=\"s\">'_type'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'test'<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_id'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'dnMiX8ufSiiZC_c8KwykuQ'<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'created'<\/span><span class=\"p\">:<\/span> <span class=\"bp\">True<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_version'<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'_index'<\/span><span class=\"p\">:<\/span> <span class=\"sa\">u<\/span><span class=\"s\">'fruit'<\/span><span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h3>\u83b7\u53d6\u6570\u636e<\/h3>\n<h4>\u524d\u63d0<\/h4>\n<p>\u4ee5\u4e0b\u662f\u5728\u7d22\u5f15&#8221;fruit&#8221;\u4e2d\u8bbe\u7f6e\u4e86\u4ee5\u4e0b\u6570\u636e\u7684\u72b6\u6001\u3002<br \/>\n\u6587\u6863\u7c7b\u578b\u5df2\u8bbe\u7f6e\u4e3a&#8221;test&#8221;\u3002<\/p>\n<div>\n<div class=\"post-table\">idnamecolor9qsreGQTTMSIsMzlEe0H0A\u308a\u3093\u3054red3MH8LiCNSkOgZMwx_kNebwappleredYXAo8TfrQbeF3JQpW6dakwbananayellowmz1wlxRUSSWvCuIIh6k4OQorangeorangeMBEGluC5S-OzNdGoDYavGgapplegreen<\/div>\n<\/div>\n<h4>\u5f53id\u53ef\u4ee5\u6307\u5b9a\u65f6<\/h4>\n<pre class=\"post-pre\"><code><span class=\"o\">&gt;&gt;&gt;<\/span> <span class=\"n\">res<\/span> <span class=\"o\">=<\/span> <span class=\"n\">es<\/span><span class=\"p\">.<\/span><span class=\"n\">get<\/span><span class=\"p\">(<\/span><span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"s\">\"fruit\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"s\">\"_all\"<\/span><span class=\"p\">,<\/span> <span class=\"nb\">id<\/span><span class=\"o\">=<\/span><span class=\"s\">\"MBEGluC5S-OzNdGoDYavGg\"<\/span><span class=\"p\">)<\/span>\r\n<span class=\"o\">&gt;&gt;&gt;<\/span> <span class=\"k\">print<\/span> <span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"n\">dumps<\/span><span class=\"p\">(<\/span><span class=\"n\">res<\/span><span class=\"p\">,<\/span> <span class=\"n\">indent<\/span><span class=\"o\">=<\/span><span class=\"mi\">4<\/span><span class=\"p\">)<\/span>\r\n<span class=\"p\">{<\/span>\r\n    <span class=\"s\">\"_type\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"test\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"s\">\"_source\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s\">\"color\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"green\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"s\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"apple\"<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"s\">\"_index\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"fruit\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"s\">\"_version\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"s\">\"found\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">true<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"s\">\"_id\"<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"MBEGluC5S-OzNdGoDYavGg\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h3>\u5f53\u9700\u8981\u6307\u5b9a\u67e5\u8be2\u6761\u4ef6\u65f6\u3002<\/h3>\n<h4>\u628a\u5168\u90e8\u5e26\u8fc7\u6765<\/h4>\n<pre class=\"post-pre\"><code>&gt;&gt;&gt; res = es.search(index=\"fruit\", body={\"query\": {\"match_all\": {}}})\r\n&gt;&gt;&gt; print json.dumps(res, indent=4)\r\n{\r\n    \"hits\": {\r\n        \"hits\": [\r\n            {\r\n                \"_score\": 1.0,\r\n                \"_type\": \"test\",\r\n                \"_id\": \"3MH8LiCNSkOgZMwx_kNebw\",\r\n                \"_source\": {\r\n                    \"color\": \"red\",\r\n                    \"name\": \"apple\"\r\n                },\r\n                \"_index\": \"fruit\"\r\n            },\r\n            {\r\n                \"_score\": 1.0,\r\n                \"_type\": \"test\",\r\n                \"_id\": \"mz1wlxRUSSWvCuIIh6k4OQ\",\r\n                \"_source\": {\r\n                    \"color\": \"orange\",\r\n                    \"name\": \"orange\"\r\n                },\r\n                \"_index\": \"fruit\"\r\n            },\r\n            {\r\n                \"_score\": 1.0,\r\n                \"_type\": \"test\",\r\n                \"_id\": \"9qsreGQTTMSIsMzlEe0H0A\",\r\n                \"_source\": {\r\n                    \"color\": \"red\",\r\n                    \"name\": \"\\u308a\\u3093\\u3054\"\r\n                },\r\n                \"_index\": \"fruit\"\r\n            },\r\n            {\r\n                \"_score\": 1.0,\r\n                \"_type\": \"test\",\r\n                \"_id\": \"MBEGluC5S-OzNdGoDYavGg\",\r\n                \"_source\": {\r\n                    \"color\": \"green\",\r\n                    \"name\": \"apple\"\r\n                },\r\n                \"_index\": \"fruit\"\r\n            },\r\n            {\r\n                \"_score\": 1.0,\r\n                \"_type\": \"test\",\r\n                \"_id\": \"YXAo8TfrQbeF3JQpW6dakw\",\r\n                \"_source\": {\r\n                    \"color\": \"yellow\",\r\n                    \"name\": \"banana\"\r\n                },\r\n                \"_index\": \"fruit\"\r\n            }\r\n        ],\r\n        \"total\": 5,\r\n        \"max_score\": 1.0\r\n    },\r\n    \"_shards\": {\r\n        \"successful\": 5,\r\n        \"failed\": 0,\r\n        \"total\": 5\r\n    },\r\n    \"took\": 3,\r\n    \"timed_out\": false\r\n}\r\n<\/code><\/pre>\n<h4>\u901a\u8fc7\u6dfb\u52a0\u6761\u4ef6\u8fdb\u884c\u641c\u7d22<\/h4>\n<p>\u5c1d\u8bd5\u641c\u7d22\u7ea2\u8272\u7684\u7269\u54c1\u3002<\/p>\n<pre class=\"post-pre\"><code>&gt;&gt;&gt; res = es.search(index=\"fruit\", body={\"query\": {\"match\": {\"color\":\"red\"}}})\r\n&gt;&gt;&gt; print json.dumps(res, indent=2 , ensure_ascii=False)\r\n{\r\n  \"hits\": {\r\n    \"hits\": [\r\n      {\r\n        \"_score\": 0.30685282000000003,\r\n        \"_type\": \"test\",\r\n        \"_id\": \"3MH8LiCNSkOgZMwx_kNebw\",\r\n        \"_source\": {\r\n          \"color\": \"red\",\r\n          \"name\": \"apple\"\r\n        },\r\n        \"_index\": \"fruit\"\r\n      },\r\n      {\r\n        \"_score\": 0.30685282000000003,\r\n        \"_type\": \"test\",\r\n        \"_id\": \"9qsreGQTTMSIsMzlEe0H0A\",\r\n        \"_source\": {\r\n          \"color\": \"red\",\r\n          \"name\": \"\u308a\u3093\u3054\"\r\n        },\r\n        \"_index\": \"fruit\"\r\n      }\r\n    ],\r\n    \"total\": 2,\r\n    \"max_score\": 0.30685282000000003\r\n  },\r\n  \"_shards\": {\r\n    \"successful\": 5,\r\n    \"failed\": 0,\r\n    \"total\": 5\r\n  },\r\n  \"took\": 2,\r\n  \"timed_out\": false\r\n}\r\n<\/code><\/pre>\n<h2>\u5220\u9664\u7d22\u5f15<\/h2>\n<p>\u6c34\u679c\u7d22\u5f15\u5b8c\u5168\u6d88\u5931\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>&gt;&gt;&gt; es.indices.delete(index=\"fruit\")\r\n{u'acknowledged': True}\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8ff0 \u8fd9\u662f\u4e00\u4e2a\u603b\u7ed3\u4e86\u4ece\u5b89\u88c5Elasticsearch\u5230\u8fd0\u7528\u7684\u51c6\u5907\u5de5\u4f5c\u7684\u5907\u5fd8\u5f55\u3002\u6211\u4eec\u5c06\u4f7f\u7528Python\u5ba2\u6237\u7aef\u6765\u64cd [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41056","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>\u7528Python\u5ba2\u6237\u7aef\u5f00\u59cb\u7684\u201cElasticsearch\u521d\u5b66\u8005\u6307\u5357\u201d - 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\/\u7528python\u5ba2\u6237\u7aef\u5f00\u59cb\u7684elasticsearch\u521d\u5b66\u8005\u6307\u5357\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u7528Python\u5ba2\u6237\u7aef\u5f00\u59cb\u7684\u201cElasticsearch\u521d\u5b66\u8005\u6307\u5357\u201d\" \/>\n<meta property=\"og:description\" content=\"\u6982\u8ff0 \u8fd9\u662f\u4e00\u4e2a\u603b\u7ed3\u4e86\u4ece\u5b89\u88c5Elasticsearch\u5230\u8fd0\u7528\u7684\u51c6\u5907\u5de5\u4f5c\u7684\u5907\u5fd8\u5f55\u3002\u6211\u4eec\u5c06\u4f7f\u7528Python\u5ba2\u6237\u7aef\u6765\u64cd [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u7528python\u5ba2\u6237\u7aef\u5f00\u59cb\u7684elasticsearch\u521d\u5b66\u8005\u6307\u5357\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" 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