{"id":40956,"date":"2023-10-24T14:42:53","date_gmt":"2023-06-20T04:59:46","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8macos-sierra%e4%b8%8a%e4%bd%bf%e7%94%a8elasticsearch%e5%bf%ab%e9%80%9f%e5%88%9b%e5%bb%ba%e5%bd%a2%e6%80%81%e5%88%86%e6%9e%90%e7%8e%af%e5%a2%83%e7%9a%84%e6%ad%a5%e9%aa%a4\/"},"modified":"2024-05-04T05:46:26","modified_gmt":"2024-05-03T21:46:26","slug":"%e5%9c%a8macos-sierra%e4%b8%8a%e4%bd%bf%e7%94%a8elasticsearch%e5%bf%ab%e9%80%9f%e5%88%9b%e5%bb%ba%e5%bd%a2%e6%80%81%e5%88%86%e6%9e%90%e7%8e%af%e5%a2%83%e7%9a%84%e6%ad%a5%e9%aa%a4","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8macos-sierra%e4%b8%8a%e4%bd%bf%e7%94%a8elasticsearch%e5%bf%ab%e9%80%9f%e5%88%9b%e5%bb%ba%e5%bd%a2%e6%80%81%e5%88%86%e6%9e%90%e7%8e%af%e5%a2%83%e7%9a%84%e6%ad%a5%e9%aa%a4\/","title":{"rendered":"\u5728macOS Sierra\u4e0a\u4f7f\u7528Elasticsearch\u5feb\u901f\u521b\u5efa\u5f62\u6001\u5206\u6790\u73af\u5883\u7684\u6b65\u9aa4"},"content":{"rendered":"<h1>\u51c6\u5907\u53bb\u5b8c\u6210\u67d0\u4ef6\u4e8b\u6216\u4e3a\u67d0\u4e2a\u6d3b\u52a8\u505a\u51c6\u5907\u3002<\/h1>\n<p>\u975e\u5e38\u62b1\u6b49\u9ebb\u70e6\u4f60\uff0c\u4f46\u662f\u7531\u4e8e\u4ee5\u540e\u9700\u8981\uff0c\u9ebb\u70e6\u4f60\u5728\u4e0b\u9762\u7684\u7f51\u9875\u4e0a\u5b89\u88c5macOS\u4e0a\u7684Jupyter Notebook\u3002<br \/>\nhttp:\/\/qiita.com\/mix_dvd\/items\/d915752215db67919c06<\/p>\n<h1>\u786e\u8ba4\u5e76\u5b89\u88c5JAVA\u3002<\/h1>\n<p>\u4e3a\u4e86\u786e\u8ba4\u662f\u5426\u5df2\u5b89\u88c5\uff0c\u8bf7\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code>$ java -version\r\n<\/code><\/pre>\n<p>\u5982\u679c\u672a\u5b89\u88c5\uff0c\u5219\u4f1a\u663e\u793a\u4ee5\u4e0b\u5bf9\u8bdd\u6846\uff0c\u8bf7\u70b9\u51fb\u201c\u8be6\u7ec6\u4fe1\u606f\u2026\u201d\u6309\u94ae\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d43f137434c4406c9dac0\/6-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-07-20 11.23.23.png\" \/><\/div>\n<p>\u6253\u5f00\u4e0a\u8ff0\u7f51\u7ad9\uff0c\u7136\u540e\u4e0b\u8f7d\u5e76\u5b89\u88c5JDK\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d43f137434c4406c9dac0\/9-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-07-20 11.26.24.png\" \/><\/div>\n<p>\u5728\u5b89\u88c5\u540e\uff0c\u518d\u6b21\u8fd0\u884c\u547d\u4ee4\u4ee5\u786e\u8ba4\u5df2\u5b8c\u6210\u5b89\u88c5\u3002<\/p>\n<pre class=\"post-pre\"><code>$ java -version\r\njava version \"1.8.0_101\"\r\nJava(TM) SE Runtime Environment (build 1.8.0_101-b13)\r\nJava HotSpot(TM) 64-Bit Server VM (build 25.101-b13, mixed mode)\r\n<\/code><\/pre>\n<h1>\u5b89\u88c5Elasticsearch<\/h1>\n<p>[\u5b98\u65b9\u7f51\u7ad9] https:\/\/www.elastic.co\/zh\/products\/elasticsearch<\/p>\n<h2>\u5b89\u88c5\u7a0b\u5e8f<\/h2>\n<p>\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4<\/p>\n<pre class=\"post-pre\"><code>$ curl -O https:\/\/download.elastic.co\/elasticsearch\/release\/org\/elasticsearch\/distribution\/zip\/elasticsearch\/2.3.4\/elasticsearch-2.3.4.zip\r\n$ unzip elasticsearch-2.3.4.zip\r\n$ sudo mv elasticsearch-2.3.4 \/usr\/local\/elasticsearch\r\n<\/code><\/pre>\n<p>\u786e\u8ba4\u7248\u672c<\/p>\n<pre class=\"post-pre\"><code>$ \/usr\/local\/elasticsearch\/bin\/elasticsearch --version\r\nVersion: 2.3.4, Build: e455fd0\/2016-06-30T11:24:31Z, JVM: 1.8.0_101\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5\u63d2\u4ef6<\/h2>\n<p>\u6267\u884c\u4ee5\u4e0b\u6307\u4ee4<\/p>\n<pre class=\"post-pre\"><code>$ cd \/usr\/local\/elasticsearch\r\n$ bin\/plugin install analysis-kuromoji\r\n<\/code><\/pre>\n<h2>\u542f\u52a8<\/h2>\n<p>\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4<\/p>\n<pre class=\"post-pre\"><code>$ \/usr\/local\/elasticsearch\/bin\/elasticsearch\r\n<\/code><\/pre>\n<h2>\u786e\u8ba4\u64cd\u4f5c<\/h2>\n<p>\u6253\u5f00\u53e6\u4e00\u4e2a\u7ec8\u7aef\uff0c\u5e76\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code>$ curl localhost:9200\r\n<\/code><\/pre>\n<p>\u6216\u8005\uff0c\u5728\u7f51\u7edc\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee\u4e0b\u9762\u7684URL<\/p>\n<p>\u5982\u679c\u6709\u4ee5\u4e0b\u7684\u56de\u5e94\uff0c\u8bf4\u660e\u542f\u52a8\u6210\u529f\u3002<\/p>\n<pre class=\"post-pre\"><code>{\r\n  \"name\" : \"Akasha\",\r\n  \"cluster_name\" : \"elasticsearch\",\r\n  \"version\" : {\r\n    \"number\" : \"2.3.4\",\r\n    \"build_hash\" : \"Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\",\r\n    \"build_timestamp\" : \"2016-06-30T11:24:31Z\",\r\n    \"build_snapshot\" : false,\r\n    \"lucene_version\" : \"5.5.0\"\r\n  },\r\n  \"tagline\" : \"You Know, for Search\"\r\n}\r\n<\/code><\/pre>\n<h1>\u5b89\u88c5Python\u5e93\u3002<\/h1>\n<p>\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4<\/p>\n<pre class=\"post-pre\"><code>$ pip install elasticsearch\r\n<\/code><\/pre>\n<h1>\u8fd0\u884c\u793a\u4f8b\u4ee3\u7801<\/h1>\n<p>\u5c06\u4e0b\u9762\u7684\u4ee3\u7801\u4fdd\u5b58\u4e3atest.py\u3002<\/p>\n<pre class=\"post-pre\"><code>\r\n<span class=\"c1\"># coding: utf-8\r\n<\/span>\r\n<span class=\"c1\"># # Elasticsearch\r\n<\/span>\r\n<span class=\"c1\"># In[1]:\r\n<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">elasticsearch<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Elasticsearch<\/span>\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<span class=\"n\">es<\/span>\r\n\r\n\r\n<span class=\"c1\"># # \u5909\u6570\u306e\u521d\u671f\u5316\r\n<\/span>\r\n<span class=\"c1\"># In[2]:\r\n<\/span>\r\n<span class=\"n\">esIndex<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"bot\"<\/span>\r\n<span class=\"n\">esType<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"talks\"<\/span>\r\n\r\n\r\n<span class=\"c1\"># # \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8ffd\u52a0\r\n<\/span>\r\n<span class=\"c1\"># - curl -X POST http:\/\/localhost:9200\/bot\/talks -d '{\"mode\":\"\u3042\u3044\u3055\u3064\", \"words\":\"\u304a\u306f\u3088\u3046\u3054\u3056\u3044\u307e\u3059\"}'\r\n<\/span>\r\n<span class=\"c1\"># In[3]:\r\n<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"n\">esType<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3042\u3044\u3055\u3064\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"words\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u304a\u306f\u3088\u3046\u3054\u3056\u3044\u307e\u3059\"<\/span><span class=\"p\">})<\/span>\r\n\r\n\r\n<span class=\"c1\"># In[4]:\r\n<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"n\">esType<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3042\u3044\u3055\u3064\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"words\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3053\u3093\u306b\u3061\u306f\"<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"n\">esType<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3042\u3044\u3055\u3064\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"words\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3053\u3093\u3070\u3093\u306f\"<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"n\">esType<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3042\u3044\u3055\u3064\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"words\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3055\u3088\u3046\u306a\u3089\"<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"n\">esType<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3042\u3044\u3055\u3064\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"words\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u304a\u3084\u3059\u307f\u306a\u3055\u3044\"<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"n\">esType<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u540d\u8a00\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"words\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u6b7b\u3057\u3066\u5c4d\u62fe\u3046\u3082\u306e\u306a\u3057\"<\/span><span class=\"p\">})<\/span>\r\n\r\n\r\n<span class=\"c1\"># # \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u4fee\u6b63\r\n<\/span>\r\n<span class=\"c1\"># - curl -X POST http:\/\/localhost:9200\/bot\/talks?id=AVYGQm6Q8mtRod8eIWiq -d '{\"mode\":\"\u3042\u3044\u3055\u3064\",\"words\":\"\u304a\u4f11\u307f\u306a\u3055\u3044\"}'\r\n# \r\n# id\u304c\u5b58\u5728\u3059\u308c\u3070\u66f4\u65b0\u3001id\u304c\u5b58\u5728\u3057\u306a\u3051\u308c\u3070\u8ffd\u52a0\r\n<\/span>\r\n<span class=\"c1\"># In[21]:\r\n<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <span class=\"n\">doc_type<\/span><span class=\"o\">=<\/span><span class=\"n\">esType<\/span><span class=\"p\">,<\/span> <span class=\"nb\">id<\/span><span class=\"o\">=<\/span><span class=\"s\">\"AVYGQm6Q8mtRod8eIWiq\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u3042\u3044\u3055\u3064\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"words\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"\u307e\u305f\u660e\u65e5\"<\/span><span class=\"p\">})<\/span>\r\n\r\n\r\n<span class=\"c1\"># # \u30c7\u30fc\u30bf\u53d6\u5f97\r\n<\/span>\r\n<span class=\"c1\"># - curl -X\u3000GET http:\/\/localhost:9200\/bot\/talks\/_search?pretty -d '{\"query\":{\"match_all\":{}}}'\r\n<\/span>\r\n<span class=\"c1\"># In[29]:\r\n<\/span>\r\n<span class=\"n\">res<\/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=\"n\">esIndex<\/span><span class=\"p\">,<\/span> <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_all\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{}}})<\/span>\r\n<span class=\"n\">res<\/span>\r\n\r\n\r\n<span class=\"c1\"># In[23]:\r\n<\/span>\r\n<span class=\"nb\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">res<\/span><span class=\"p\">[<\/span><span class=\"s\">\"hits\"<\/span><span class=\"p\">][<\/span><span class=\"s\">\"hits\"<\/span><span class=\"p\">])<\/span>\r\n\r\n<span class=\"n\">words<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\r\n<span class=\"n\">modes<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\r\n\r\n<span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"nb\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">res<\/span><span class=\"p\">[<\/span><span class=\"s\">\"hits\"<\/span><span class=\"p\">][<\/span><span class=\"s\">\"hits\"<\/span><span class=\"p\">])):<\/span>\r\n    <span class=\"n\">row<\/span> <span class=\"o\">=<\/span> <span class=\"n\">res<\/span><span class=\"p\">[<\/span><span class=\"s\">\"hits\"<\/span><span class=\"p\">][<\/span><span class=\"s\">\"hits\"<\/span><span class=\"p\">][<\/span><span class=\"n\">i<\/span><span class=\"p\">][<\/span><span class=\"s\">\"_source\"<\/span><span class=\"p\">]<\/span>\r\n    <span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">row<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">words<\/span><span class=\"p\">.<\/span><span class=\"n\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">row<\/span><span class=\"p\">[<\/span><span class=\"s\">\"words\"<\/span><span class=\"p\">])<\/span>\r\n    <span class=\"n\">modes<\/span><span class=\"p\">.<\/span><span class=\"n\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">row<\/span><span class=\"p\">[<\/span><span class=\"s\">\"mode\"<\/span><span class=\"p\">])<\/span>\r\n\r\n\r\n<span class=\"c1\"># # \u30c7\u30fc\u30bf\u524a\u9664\r\n<\/span>\r\n<span class=\"c1\"># - curl -X DELETE http:\/\/localhost:9200\/bot\/\r\n<\/span>\r\n<span class=\"c1\"># In[8]:\r\n<\/span>\r\n<span class=\"c1\">#es.indices.delete(index=\"bot\")\r\n<\/span>\r\n\r\n<span class=\"c1\"># # \u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u5229\u7528\r\n<\/span>\r\n<span class=\"c1\"># - \u5f62\u614b\u7d20\u89e3\u6790\r\n<\/span>\r\n<span class=\"c1\"># In[24]:\r\n<\/span>\r\n<span class=\"n\">text<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"\u4eca\u65e5\u306f\u3044\u3044\u5929\u6c17\u3067\u3059\u306d\"<\/span>\r\n\r\n\r\n<span class=\"c1\"># In[25]:\r\n<\/span>\r\n<span class=\"k\">def<\/span> <span class=\"nf\">analyze<\/span><span class=\"p\">(<\/span><span class=\"n\">es<\/span><span class=\"p\">,<\/span> <span class=\"n\">text<\/span><span class=\"p\">):<\/span>\r\n\r\n    <span class=\"n\">params<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">\"analyzer\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"kuromoji\"<\/span><span class=\"p\">}<\/span>\r\n    <span class=\"n\">body<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">\"text\"<\/span><span class=\"p\">:<\/span><span class=\"n\">text<\/span><span class=\"p\">}<\/span>\r\n\r\n    <span class=\"n\">http_status<\/span><span class=\"p\">,<\/span> <span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"n\">es<\/span><span class=\"p\">.<\/span><span class=\"n\">indices<\/span><span class=\"p\">.<\/span><span class=\"n\">client<\/span><span class=\"p\">.<\/span><span class=\"n\">transport<\/span><span class=\"p\">.<\/span><span class=\"n\">perform_request<\/span><span class=\"p\">(<\/span>\r\n        <span class=\"s\">'GET'<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"s\">'\/'<\/span> <span class=\"o\">+<\/span> <span class=\"n\">esIndex<\/span> <span class=\"o\">+<\/span> <span class=\"s\">'\/_analyze'<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"n\">params<\/span><span class=\"o\">=<\/span><span class=\"n\">params<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"n\">body<\/span><span class=\"o\">=<\/span><span class=\"n\">body<\/span>\r\n    <span class=\"p\">)<\/span>\r\n\r\n    <span class=\"k\">return<\/span> <span class=\"nb\">map<\/span><span class=\"p\">(<\/span><span class=\"k\">lambda<\/span> <span class=\"n\">x<\/span><span class=\"p\">:<\/span> <span class=\"n\">x<\/span><span class=\"p\">.<\/span><span class=\"n\">get<\/span><span class=\"p\">(<\/span><span class=\"s\">'token'<\/span><span class=\"p\">),<\/span> <span class=\"n\">data<\/span><span class=\"p\">.<\/span><span class=\"n\">get<\/span><span class=\"p\">(<\/span><span class=\"s\">'tokens'<\/span><span class=\"p\">)[<\/span><span class=\"mi\">0<\/span><span class=\"p\">:])<\/span>\r\n\r\n\r\n<span class=\"c1\"># In[26]:\r\n<\/span>\r\n<span class=\"n\">tokens<\/span> <span class=\"o\">=<\/span> <span class=\"n\">analyze<\/span><span class=\"p\">(<\/span><span class=\"n\">es<\/span><span class=\"p\">,<\/span> <span class=\"n\">text<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"s\">' '<\/span><span class=\"p\">.<\/span><span class=\"n\">join<\/span><span class=\"p\">(<\/span><span class=\"n\">tokens<\/span><span class=\"p\">))<\/span>\r\n\r\n\r\n<span class=\"c1\"># In[30]:\r\n<\/span>\r\n<span class=\"k\">for<\/span> <span class=\"n\">word<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">words<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"s\">' '<\/span><span class=\"p\">.<\/span><span class=\"n\">join<\/span><span class=\"p\">(<\/span><span class=\"n\">analyze<\/span><span class=\"p\">(<\/span><span class=\"n\">es<\/span><span class=\"p\">,<\/span> <span class=\"n\">word<\/span><span class=\"p\">)))<\/span>\r\n\r\n<\/code><\/pre>\n<p>\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4<\/p>\n<pre class=\"post-pre\"><code>$ python test.py\r\n<\/code><\/pre>\n<p>\u53ea\u8981\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u56de\u7b54\uff0c\u5c31\u80fd\u6210\u529f\uff01<\/p>\n<pre class=\"post-pre\"><code>{'mode': '\u3042\u3044\u3055\u3064', 'words': '\u304a\u306f\u3088\u3046\u3054\u3056\u3044\u307e\u3059'}\r\n{'mode': '\u3042\u3044\u3055\u3064', 'words': '\u3053\u3093\u3070\u3093\u306f'}\r\n{'mode': '\u3042\u3044\u3055\u3064', 'words': '\u3053\u3093\u306b\u3061\u306f'}\r\n{'mode': '\u3042\u3044\u3055\u3064', 'words': '\u3055\u3088\u3046\u306a\u3089'}\r\n{'mode': '\u3042\u3044\u3055\u3064', 'words': '\u304a\u3084\u3059\u307f\u306a\u3055\u3044'}\r\n{'mode': '\u540d\u8a00', 'words': '\u6b7b\u3057\u3066\u5c4d\u62fe\u3046\u3082\u306e\u306a\u3057'}\r\n{'mode': '\u3042\u3044\u3055\u3064', 'words': '\u307e\u305f\u660e\u65e5'}\r\n\u4eca\u65e5 \u3044\u3044 \u5929\u6c17\r\n\u304a\u306f\u3088\u3046\r\n\u3053\u3093\u3070\u3093\u306f\r\n\u3053\u3093\u306b\u3061\u306f\r\n\u3055\u3088\u3046\u306a\u3089\r\n\u304a\u3084\u3059\u307f\u306a\u3055\u3044\r\n\u6b7b\u3059 \u5c4d \u62fe\u3046\r\n\u660e\u65e5\r\n<\/code><\/pre>\n<p>\u55ef\uff0c\u63a5\u4e0b\u6765\u8981\u505a\u4e9b\u4ec0\u4e48\u5462(^_^;)<\/p>\n<h1>\u8865\u5145<\/h1>\n<p>\u554a\uff0c\u6ca1\u6709\u7528Jupyter Notebook\u5462\uff08\u6c57\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u51c6\u5907\u53bb\u5b8c\u6210\u67d0\u4ef6\u4e8b\u6216\u4e3a\u67d0\u4e2a\u6d3b\u52a8\u505a\u51c6\u5907\u3002 \u975e\u5e38\u62b1\u6b49\u9ebb\u70e6\u4f60\uff0c\u4f46\u662f\u7531\u4e8e\u4ee5\u540e\u9700\u8981\uff0c\u9ebb\u70e6\u4f60\u5728\u4e0b\u9762\u7684\u7f51\u9875\u4e0a\u5b89\u88c5macOS\u4e0a\u7684 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40956","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>\u5728macOS Sierra\u4e0a\u4f7f\u7528Elasticsearch\u5feb\u901f\u521b\u5efa\u5f62\u6001\u5206\u6790\u73af\u5883\u7684\u6b65\u9aa4 - 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\/\u5728macos-sierra\u4e0a\u4f7f\u7528elasticsearch\u5feb\u901f\u521b\u5efa\u5f62\u6001\u5206\u6790\u73af\u5883\u7684\u6b65\u9aa4\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5728macOS Sierra\u4e0a\u4f7f\u7528Elasticsearch\u5feb\u901f\u521b\u5efa\u5f62\u6001\u5206\u6790\u73af\u5883\u7684\u6b65\u9aa4\" \/>\n<meta property=\"og:description\" content=\"\u51c6\u5907\u53bb\u5b8c\u6210\u67d0\u4ef6\u4e8b\u6216\u4e3a\u67d0\u4e2a\u6d3b\u52a8\u505a\u51c6\u5907\u3002 \u975e\u5e38\u62b1\u6b49\u9ebb\u70e6\u4f60\uff0c\u4f46\u662f\u7531\u4e8e\u4ee5\u540e\u9700\u8981\uff0c\u9ebb\u70e6\u4f60\u5728\u4e0b\u9762\u7684\u7f51\u9875\u4e0a\u5b89\u88c5macOS\u4e0a\u7684 [&hellip;]\" \/>\n<meta property=\"og:url\" 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