{"id":1663,"date":"2016-12-03T00:55:12","date_gmt":"2016-12-02T15:55:12","guid":{"rendered":"http:\/\/kazu.tv\/blog\/?p=1663"},"modified":"2016-12-07T01:28:27","modified_gmt":"2016-12-06T16:28:27","slug":"i18n-elasticsearch-part-2","status":"publish","type":"post","link":"https:\/\/kazu.tv\/blog\/2016\/12\/03\/i18n-elasticsearch-part-2\/","title":{"rendered":"Elasticsearch\u591a\u8a00\u8a9e\u5316\u305d\u306e2"},"content":{"rendered":"<p>\u672c\u6295\u7a3f\u306f\u3001<a href=\"http:\/\/qiita.com\/advent-calendar\/2016\/elastic\" target=\"_blank\">Elastic stack (Elasticsearch) Advent Calendar 2016<\/a> \u306e2\u65e5\u76ee\u306e\u8a18\u4e8b\u304b\u3064\u3001\u4ee5\u524d\u66f8\u3044\u305f\u4ee5\u4e0b\u306e\u6295\u7a3f\u306e\u7d9a\u7de8\u3002<\/p>\n<ul>\n<li><a href=\"http:\/\/kazu.tv\/blog\/2016\/09\/21\/analyzer-settings-in-elasticsearch\/\">Elasticsearch \u306e analyzer \u95a2\u9023\u306e\u8a2d\u5b9a\u3067\u77e5\u3063\u3066\u308b\u3053\u3068\u3092\u5168\u3066\u66f8\u304f<\/a><\/li>\n<li><a href=\"http:\/\/kazu.tv\/blog\/2016\/11\/07\/i18n-elasticsearch-part-1\/\">Elasticsearch\u591a\u8a00\u8a9e\u5316\u305d\u306e1<\/a><\/li>\n<\/ul>\n<h2>\u80cc\u666f\u7b49<\/h2>\n<p>\u4ee5\u524d\u66f8\u3044\u305f\u5185\u5bb9\u3068\u91cd\u306a\u308b\u90e8\u5206\u3082\u3042\u308b\u304c\u3001\u80cc\u666f\u7b49\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u304a\u304f\u3002<\/p>\n<h3>Elasticsearch \u3092\u3001\u5404\u7a2e\u958b\u767a\u8005\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u306e\u6a2a\u4e32\u691c\u7d22\u7528\u306b\u4f7f\u7528<\/h3>\n<p>GitHub, Slack, Google Drive \u7b49\u306e\u30c7\u30fc\u30bf\u3092 API \u7d4c\u7531\u3067\u53d6\u3063\u3066\u304d\u3066\u3001Elasticsearch \u306b\u5165\u308c\u3066\u3001\u305d\u308c\u3092\u6a2a\u4e32\u30fb\u4e00\u62ec\u691c\u7d22\u51fa\u6765\u308b\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u4f5c\u3063\u3066\u3044\u308b\u3002\u5143\u3005\u306f\u5185\u90e8\u5411\u3051\u306e\u30c4\u30fc\u30eb\u3060\u3063\u305f\u304c\u3001\u307c\u3061\u307c\u3061\u4f53\u88c1\u7b49\u304c\u6574\u3063\u3066\u6765\u305f\u306e\u3067\u3001\u73fe\u5728\u03b2\u7248\u7684\u306a\u611f\u3058\u3067\u3072\u3063\u305d\u308a\u516c\u958b\u4e2d\u3002\uff08\u4eca\u5e74\u4e2d\u306b\u306f\u3061\u3083\u3093\u3068\u516c\u958b\u3057\u305f\u3044\u3002\uff09<\/p>\n<p>\u8a73\u7d30\u306f\u3053\u3061\u3089 \u2192 <a href=\"https:\/\/commet.cc\/\" target=\"_blank\">GitHub \u3082\u3001Slack \u3082\u3001\u307e\u3068\u3081\u3066\u691c\u7d22 | Commet<\/a><\/p>\n<h3>\u691c\u7d22\u5bfe\u8c61\u306e\u7279\u6027\u306f\u3001\u30e1\u30a4\u30f3\u8a00\u8a9e\uff0b\u82f1\u8a9e or \u82f1\u8a9e\u306e\u307f<\/h3>\n<p>\u958b\u767a\u30c1\u30fc\u30e0\u307e\u305f\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c1\u3064\u306e\u5927\u304d\u306a\u5358\u4f4d\u3067\u3001\u305d\u306e\u30c1\u30fc\u30e0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u4f7f\u3063\u3066\u3044\u308b GitHub \u306e\u30ec\u30dd\u30b8\u30c8\u30ea\u3001Slack \u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u3001Google Drive \u306e\u30d5\u30a9\u30eb\u30c0\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u305d\u306e\u914d\u4e0b\u306e\u30c7\u30fc\u30bf\u304c Commet \u4e0a\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\u3002<\/p>\n<p>\u79c1\u306e\uff08\u305d\u3057\u3066\u3001\u60f3\u5b9a\u3057\u3066\u3044\u308b\u30bf\u30fc\u30b2\u30c3\u30c8\uff09\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u3057\u3066\u306f\u3001\u30aa\u30d5\u30b7\u30e7\u30a2\u3092\u5229\u7528\u3057\u3066\u3044\u305f\u308a\u3001\u30e1\u30f3\u30d0\u30fc\u304c\u591a\u56fd\u7c4d\u3060\u3063\u305f\u308a\u3059\u308b\u5834\u5408\u3082\u3042\u308b\u304c\u3001\u4f7f\u308f\u308c\u3066\u3044\u308b\u8a00\u8a9e\u306f\u3001\u57fa\u672c\u7684\u306b\u306f\u4ee5\u4e0b\u306e\u3069\u3061\u3089\u304b\u3002<\/p>\n<ul>\n<li>\u30e1\u30a4\u30f3\u3068\u3057\u3066\u4f7f\u308f\u308c\u3066\u3044\u308b\u8a00\u8a9e\uff08\u65e5\u672c\u8a9e\u7b49\uff09\uff0b\u82f1\u8a9e<\/li>\n<li>\u82f1\u8a9e\u30aa\u30f3\u30ea\u30fc<\/li>\n<\/ul>\n<h3>\u74b0\u5883<\/h3>\n<ul>\n<li>Elasticsearch 2.3.5<\/li>\n<li><a href=\"https:\/\/github.com\/sksamuel\/elastic4s\" target=\"_blank\">elastic4s<\/a> \u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u7d4c\u7531\u3067 Scala \u304b\u3089\u4f7f\u7528<\/li>\n<\/ul>\n<p><!--more--><\/p>\n<h2>Elasticsearch \u3067\u591a\u8a00\u8a9e\u3092\u683c\u7d0d\u3059\u308b\u65b9\u6cd5<\/h2>\n<p>\u8a73\u7d30\u306f<a href=\"http:\/\/kazu.tv\/blog\/2016\/11\/07\/i18n-elasticsearch-part-1\/\">\u524d\u56de\u306e\u6295\u7a3f<\/a>\u3092\u898b\u3066\u6b32\u3057\u3044\u304c\u3001\u3053\u3053\u3067\u306f\u3056\u3063\u304f\u308a\u307e\u3068\u3081\u305f\u3044\u3002<\/p>\n<h3>1\u6587\u7ae01\u8a00\u8a9e or 1\u6587\u7ae0\u8907\u6570\u8a00\u8a9e\u3067\u3001\u51e6\u7406\u65b9\u6cd5\u306f\u7570\u306a\u3063\u3066\u304f\u308b<\/h3>\n<p>Wikipedia \u306e\u7528\u306b\u30011\u3064\u306e\u6587\u7ae0\uff08\u203b\uff09\u30671\u3064\u306e\u8a00\u8a9e\u3057\u304b\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3068\u30011\u3064\u306e\u6587\u7ae0\u306b\u8907\u6570\u306e\u8a00\u8a9e\u304c\u6df7\u3058\u308b\u304b\u3067\u3001\u7570\u306a\u3063\u3066\u304f\u308b\u3002<\/p>\n<p>1\u3064\u306e\u6587\u7ae0\u306b\u8907\u6570\u8a00\u8a9e\u304c\u6df7\u3058\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e2\u901a\u308a\u306e\u51e6\u7406\u306e\u4ed5\u65b9\u304c\u3042\u308b\u3002<\/p>\n<ul>\n<li>\u8a00\u8a9e\u6bce\u306b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5206\u5272\u3059\u308b<\/li>\n<li>\u6df7\u5728\u3057\u305f\u6587\u7ae0\u30921\u3064\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u6271\u3046<\/li>\n<\/ul>\n<p>\u307e\u3068\u3081\u308b\u3068\u4ee5\u4e0b\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u3042\u308b\u3002<\/p>\n<ol>\n<li>1\u6587\u7ae01\u8a00\u8a9e<\/li>\n<li>1\u6587\u7ae0\u8907\u6570\u8a00\u8a9e\n<ol>\n<li>\u8907\u6570\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5206\u5272<\/li>\n<li>1\u3064\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u3057\u3066\u6271\u3046<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>\u203bElasticsearch \u7528\u8a9e\u306e document \u3068\u306f\u7570\u306a\u308b\u3068\u3044\u3046\u70b9\u3092\u5f37\u8abf\u3059\u308b\u305f\u3081\u3001\u3042\u3048\u3066\u66d6\u6627\u306a\u7528\u8a9e\u3092\u4f7f\u7528\u3055\u305b\u3066\u3082\u3089\u3063\u305f<\/p>\n<h3>\u683c\u7d0d\u65b9\u6cd5\u306f\u5927\u96d1\u628a\u306b3\u3064<\/h3>\n<p>Elasticsearch \u3067\u8907\u6570\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u30c7\u30fc\u30bf\u306e\u683c\u7d0d\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e3\u3064\u306e\u65b9\u6cd5\u304c\u8003\u3048\u3089\u308c\u308b\u3002\u305d\u308c\u305e\u308c\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u306e\u30ea\u30f3\u30af\u3092\u8cbc\u3063\u3066\u304a\u3044\u305f\u306e\u3067\u3001\u8a73\u7d30\u306f\u305d\u3061\u3089\u3092\u53c2\u7167\u3002<\/p>\n<ol style=\"list-style-type: lower-roman;\">\n<li>1\u8a00\u8a9e1\u30a4\u30f3\u30c7\u30c3\u30af\u30b9: <a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/guide\/master\/one-lang-docs.html\" target=\"_blank\">One Language per Document<\/a><\/li>\n<li>1\u8a00\u8a9e1\u30d5\u30a3\u30fc\u30eb\u30c9: <a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/guide\/master\/one-lang-fields.html\" target=\"_blank\">One Language per Field<\/a><\/li>\n<li>\u8907\u6570\u8a00\u8a9e1\u30d5\u30a3\u30fc\u30eb\u30c9\uff08\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u4f7f\u3046\uff09: <a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/guide\/master\/mixed-lang-fields.html\" target=\"_blank\">Mixed-Language Fields<\/a><\/li>\n<\/ol>\n<p>\u524d\u9805\u3068\u306e\u95a2\u9023\u6027\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<ul>\n<li>1, 2-a \u306e\u5834\u5408\u306f\u3001i \u304b ii \u306e\u65b9\u6cd5\u3067\u683c\u7d0d<\/li>\n<li>2-b \u306e\u5834\u5408\u306f\u3001iii \u306e\u65b9\u6cd5\u3067\u683c\u7d0d<\/li>\n<\/ul>\n<p>\u500b\u4eba\u7684\u306a\u610f\u898b\u3068\u3057\u3066\u306f\u3001i, ii \u306f\u3001\u672c\u8cea\u7684\u306b\u306f\u305d\u308c\u307b\u3069\u5927\u304d\u306a\u9055\u3044\u306f\u306a\u3044\u3002\u9577\u6240\u77ed\u6240\u3092\u524d\u56de\u306e\u6295\u7a3f\u3088\u308a\u629c\u7c8b\u3057\u3066\u304a\u304f\u3002<\/p>\n<ul>\n<li>1\u8a00\u8a9e1\u30a4\u30f3\u30c7\u30c3\u30af\u30b9 (\u8907\u6570\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540c\u4e00\u30d5\u30a3\u30fc\u30eb\u30c9)\n<ul>\n<li>\u8a00\u8a9e\u306e\u8ffd\u52a0\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u306a\u306e\u3067\u697d<\/li>\n<\/ul>\n<\/li>\n<li>1\u8a00\u8a9e1\u30d5\u30a3\u30fc\u30eb\u30c9 (\u5358\u4e00\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u8907\u6570\u30d5\u30a3\u30fc\u30eb\u30c9)\n<ul>\n<li>\uff08\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u8a18\u8f09\u304c\u306a\u3044\u304c\uff09\u8907\u6570\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u6bd4\u3079\u308b\u3068\u3001\u5358\u4e00\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u65b9\u304c\u7ba1\u7406\u304c\u697d\u3060\u3068\u601d\u3046\u3002snapshot &amp; restore, reindex \u306a\u3069\u3002<\/li>\n<li>\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u8ffd\u52a0\u306f\u5f8c\u304b\u3089\u3067\u3082\u51fa\u6765\u308b\u304c\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u306b analyzer \u3092\u6307\u5b9a\u3059\u308b\u306e\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u6642\u306b\u3057\u304b\u51fa\u6765\u306a\u3044\u306e\u3067\u3001\u4f55\u3089\u304b\u306e workaround \u304c\u5fc5\u8981<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u9577\u304b\u3063\u305f\u304c\u3001\u3053\u306e\u8fba\u307e\u3067\u304c\u524d\u632f\u308a\u3067\u3001\u3053\u3053\u304b\u3089\u3001\u5b9f\u969b\u306b\u3084\u3063\u305f\u3053\u3068\u306a\u3069\u3092\u8a18\u8f09\u3057\u3066\u3044\u304f\u3002<\/p>\n<h2>\u73fe\u72b6\u306e\u30c7\u30fc\u30bf\u306e\u8aac\u660e<\/h2>\n<h3>\u57fa\u672c\u306f\u30011\u30c1\u30fc\u30e0\uff1d1\u30a4\u30f3\u30c7\u30c3\u30af\u30b9<\/h3>\n<p>Commet \u3067\u306f\u3001\u5f53\u7136\u306a\u304c\u3089\u8907\u6570\u30c1\u30fc\u30e0\u304c\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3066\u3044\u308b\u3002\u73fe\u72b6\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u69cb\u6210\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001A\u793e\u306e\u958b\u767a\u30c1\u30fc\u30e0\u306e\u30c1\u30fc\u30e0ID = 10 \u3060\u3068\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30fbalias\u304c\u5b58\u5728\u3059\u308b\u3002<\/p>\n<ul>\n<li>&#8220;10_2_a&#8221; (\u53c8\u306f &#8220;10_2_b&#8221;) \u3068\u3044\u3046\u540d\u524d\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9<\/li>\n<li>&#8220;10&#8221; -&gt; &#8220;10_2_a&#8221; (\u53c8\u306f &#8220;10_2_b&#8221;) \u3078\u306e alias<\/li>\n<\/ul>\n<h3>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\u306b\u30b9\u30ad\u30fc\u30de\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5165\u308c\u308b<\/h3>\n<p>\u5148\u7a0b\u306e &#8220;2&#8221; \u3068\u3044\u3046\u6570\u5b57\u306f\u4f55\u304b\u3068\u3044\u3046\u3068\u3001\u3053\u308c\u306f\u30b9\u30ad\u30fc\u30de\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u756a\u53f7\u3002\u4eca\u56de\u306e\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u3088\u3046\u306b\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u5b9a\u7fa9\u304c\u5909\u308f\u308b\u3068\u3044\u3046\u4e8b\u304c\u4eca\u5f8c\u3082\u3042\u308a\u5f97\u308b\u304c\u3001\u5168\u3066\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u65b0\u3057\u3044\u5f62\u5f0f\u306b\u4e00\u6c17\u306b\u79fb\u884c\u3059\u308b\u306e\u306f\u7121\u7406\u306a\u306e\u3067\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u6bce\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>\u73fe\u5728 &#8220;10_2_a&#8221; \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u304c\u3001\u79fb\u884c\u30b9\u30af\u30ea\u30d7\u30c8\u306a\u3069\u3067 &#8220;10_3_a&#8221; \u306b\u30c7\u30fc\u30bf\u3092\u79fb\u884c\u3057\u3066\u3001\u554f\u984c\u306a\u304f\u7d42\u308f\u3063\u305f\u3089 alias \u3092\u5f35\u308a\u66ff\u3048\u3001RDB \u306b\u4fdd\u5b58\u3057\u3066\u3044\u308b\u7ba1\u7406\u60c5\u5831\u3092\u66f4\u65b0\u3059\u308b\u3002<\/p>\n<h3>reindex \u7528\u306b\u30012\u9762\u6301\u305f\u305b\u308b<\/h3>\n<p>&#8220;10_2_a&#8221; \u306e &#8220;a&#8221; \u3084 &#8220;b&#8221; \u306e\u7528\u9014\u3060\u304c\u3001analyzer \u306e\u5b9a\u7fa9\u3092\u5909\u66f4\u3057\u305f\u6642\u306a\u3069\u3067 reindex \u3057\u305f\u3044\u5834\u5408\u306b\u4f7f\u7528\u3059\u308b\u3002<\/p>\n<p>&#8220;10_2_a&#8221; -&gt; &#8220;10_2_b&#8221; \u306b reindex \u3057\u3066\u3001\u7d42\u308f\u3063\u305f\u3089 alias \u3092\u5f35\u308a\u66ff\u3048\u308b\u3002\u6b21\u56de\u306e reindex \u306f &#8220;10_2_b&#8221; -&gt; &#8220;10_2_a&#8221; \u3068\u306a\u308b\u3002<\/p>\n<p>\u524d\u9805\u53ca\u3073\u672c\u9805\u306f\u3001\u3042\u307e\u308a\u591a\u8a00\u8a9e\u5316\u306b\u306f\u95a2\u4fc2\u306a\u3044\u304c\u3001\u4e00\u5fdc\u8aac\u660e\u3057\u305f\u3002<\/p>\n<h3>\u65e2\u5b58\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u8aac\u660e<\/h3>\n<p>\u73fe\u5728\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3060\u304c\u30011\u3064\u306e document \u306b title, body, \u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\uff08\u8907\u6570\u306e\u53ef\u80fd\u6027\u3042\u308a\uff09\u306e field \u304c\u3042\u308a\u3001\u305d\u308c\u3089\u306e analyzer \u3068\u3057\u3066 &#8220;ja_kuromoji_neologd&#8221; \u3068\u3044\u3046\u540d\u524d\u306e\u3082\u306e\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>\u4ee5\u4e0b\u3001elastic4s \u306e\u30de\u30c3\u30d4\u30f3\u30b0\u5b9a\u7fa9\u3092\u629c\u7c8b\u3002DSL\u306a\u306e\u3067\u3001\u4f55\u3068\u306a\u304f\u306f\u5206\u304b\u3063\u3066\u3082\u3089\u3048\u308b\u3068\u601d\u3046\u3002<\/p>\n<pre>val messageMapping = mapping(\"message\").fields(\r\n  \"title\" typed StringType analyzer \"ja_kuromoji_neologd\",\r\n  \"body\" typed StringType analyzer \"ja_kuromoji_neologd\",\r\n  \"attached_files\" nested (\r\n    \"attached_file\" typed AttachmentType fields (\r\n      \"content\" typed StringType analyzer \"ja_kuromoji_neologd\" termVector (\"with_positions_offsets\") store (true)\r\n    )\r\n  ) includeInRoot (true)\r\n)<\/pre>\n<p>&#8220;ja_kuromoji_neologd&#8221; \u3092\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u306f\u3001\u524d\u56de\u306e\u6295\u7a3f\u3092\u898b\u3066\u307b\u3057\u3044\u304c\u3001\u5927\u96d1\u628a\u306b\u307e\u3068\u3081\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<ul>\n<li>analysis-kuromoji-neologd \u3092\u30d9\u30fc\u30b9\u306b\u4f7f\u7528<\/li>\n<li>\u82f1\u8a9e\u7cfb\u306e stemmer \u3092\u8ffd\u52a0<\/li>\n<\/ul>\n<hr \/>\n<p>\u3053\u3053\u304b\u3089\u304c\u3001\u591a\u8a00\u8a9e\u5316\u306b\u5411\u3051\u3066\u306e\u4fee\u6b63\u3002<\/p>\n<h2>\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u4fee\u6b63<\/h2>\n<h3>\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u306b\u3064\u3044\u3066\u3001\u304a\u3055\u3089\u3044<\/h3>\n<p>\u4ee5\u964d\u3001\u8a71\u3092\u5358\u7d14\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u30e1\u30a4\u30f3\u8a00\u8a9e\uff08\uff1d\u65e5\u672c\u8a9e\uff09 \uff0b \u82f1\u8a9e\u3068\u3044\u3046\u30d1\u30bf\u30fc\u30f3\u3092\u8003\u3048\u308b\u3002<\/p>\n<p>GitHub \u306e issue, PR \u306a\u3069\u306f\u65e5\u672c\u8a9e\u3067\u3084\u308a\u3068\u308a\u3055\u308c\u308b\u304c\u3001\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3084 Stack Overflow \u306a\u3069\u306e\u5f15\u7528\u306a\u3069\u3067\u82f1\u8a9e\u304c\u6df7\u3058\u308b\u3053\u3068\u3082\u591a\u3044\u3002<\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u683c\u7d0d\u30d1\u30bf\u30fc\u30f3\u3068\u3057\u3066\u306f\u300c\u8907\u6570\u8a00\u8a9e1\u30d5\u30a3\u30fc\u30eb\u30c9\uff08\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u4f7f\u3046\uff09: <a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/guide\/master\/mixed-lang-fields.html\" target=\"_blank\">Mixed-Language Fields<\/a>\u300d\u3068\u306a\u308b\u3002<\/p>\n<h3>\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3088\u3046\u306b\u4fee\u6b63<\/h3>\n<p>\u524d\u306e\u65b9\u3067\u7d39\u4ecb\u3057\u305f\u30de\u30c3\u30d4\u30f3\u30b0\u5b9a\u7fa9\u3092\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4fee\u6b63\u3057\u305f\u304b\u3063\u305f\u3002<\/p>\n<pre>val messageMapping = mapping(\"message\").fields(\r\n  \"title\" typed StringType fields(\r\n\u00a0   \"en\" typed StringType analyzer \"english\",\r\n    \"ja\" typed StringType analyzer \"ja_kuromoji_neologd\",\r\n  ),\r\n  \"body\" typed StringType  fields(\r\n    \"en\" typed StringType analyzer \"english\",\r\n    \"ja\" typed StringType analyzer \"ja_kuromoji_neologd\",\r\n  ),\r\n  \"attached_files\" nested (\r\n    \"attached_file\" typed AttachmentType fields (\r\n      \"content\" typed StringType fields(\r\n        \"en\" typed StringType analyzer \"english\" termVector (\"with_positions_offsets\") store (true),\r\n        \"ja\" typed StringType analyzer \"ja_kuromoji_neologd\" termVector (\"with_positions_offsets\") store (true),\r\n      )\r\n    )\r\n  ) includeInRoot (true)\r\n)<\/pre>\n<p>\u304c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f8b\u5916\u304c\u767a\u751f\u3057\u305f\u3002<\/p>\n<pre>org.elasticsearch.transport.RemoteTransportException: [Answer][192.168.33.12:9300][indices:admin\/create]\r\nCaused by: org.elasticsearch.index.mapper.MapperParsingException: Failed to parse mapping [message]: Mapper for [body] conflicts with existing mapping in other types:\r\n[mapper [body] has different [analyzer], mapper [body] is used by multiple types. Set update_all_types to true to update [search_analyzer] across all types., mapper [body] is used by multiple types. Set update_all_types to true to update [search_quote_analyzer] across all types.]\r\n at org.elasticsearch.cluster.metadata.MetaDataCreateIndexService$1.execute(MetaDataCreateIndexService.java:332)\r\n at org.elasticsearch.cluster.ClusterStateUpdateTask.execute(ClusterStateUpdateTask.java:45)\r\n at org.elasticsearch.cluster.service.InternalClusterService.runTasksForExecutor(InternalClusterService.java:468)\r\n at org.elasticsearch.cluster.service.InternalClusterService$UpdateTask.run(InternalClusterService.java:772)\r\n at org.elasticsearch.common.util.concurrent.PrioritizedEsThreadPoolExecutor$TieBreakingPrioritizedRunnable.runAndClean(PrioritizedEsThreadPoolExecutor.java:231)\r\n at org.elasticsearch.common.util.concurrent.PrioritizedEsThreadPoolExecutor$TieBreakingPrioritizedRunnable.run(PrioritizedEsThreadPoolExecutor.java:194)\r\n at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)\r\n at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)\r\n at java.lang.Thread.run(Thread.java:745)\r\nCaused by: java.lang.IllegalArgumentException: Mapper for [body] conflicts with existing mapping in other types:\r\n[mapper [body] has different [analyzer], mapper [body] is used by multiple types. Set update_all_types to true to update [search_analyzer] across all types., mapper [body] is used by multiple types. Set update_all_types to true to update [search_quote_analyzer] across all types.]\r\n at org.elasticsearch.index.mapper.FieldTypeLookup.checkCompatibility(FieldTypeLookup.java:153)\r\n at org.elasticsearch.index.mapper.FieldTypeLookup.copyAndAddAll(FieldTypeLookup.java:115)\r\n at org.elasticsearch.index.mapper.MapperService.merge(MapperService.java:340)\r\n at org.elasticsearch.index.mapper.MapperService.merge(MapperService.java:289)\r\n at org.elasticsearch.cluster.metadata.MetaDataCreateIndexService$1.execute(MetaDataCreateIndexService.java:329)\r\n ... 8 common frames omitted<\/pre>\n<p>\u5f93\u3063\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3057\u305f\u3002<\/p>\n<pre>val messageMapping = mapping(\"message\").fields(\r\n  \"title_v3\" typed StringType fields(\r\n\u00a0   \"en\" typed StringType analyzer \"english\",\r\n    \"ja\" typed StringType analyzer \"ja_kuromoji_neologd\",\r\n  ),\r\n  \"body_v3\" typed StringType  fields(\r\n    \"en\" typed StringType analyzer \"english\",\r\n    \"ja\" typed StringType analyzer \"ja_kuromoji_neologd\",\r\n  ),\r\n  \"attached_files_v3\" nested (\r\n    \"attached_file\" typed AttachmentType fields (\r\n      \"content\" typed StringType fields(\r\n        \"en\" typed StringType analyzer \"english\" termVector (\"with_positions_offsets\") store (true),\r\n        \"ja\" typed StringType analyzer \"ja_kuromoji_neologd\" termVector (\"with_positions_offsets\") store (true),\r\n      )\r\n    )\r\n  ) includeInRoot (true)\r\n)<\/pre>\n<p>\u306a\u304a\u3001\u3053\u306e\u6295\u7a3f\u3092\u66f8\u3044\u3066\u3044\u308b\u6642\u70b9\u3067\u306f\u3001\u4ee5\u4e0b\u306e2\u70b9\u304c\u3088\u304f\u5206\u304b\u3063\u3066\u3044\u306a\u3044\u3002<\/p>\n<ul>\n<li>attached_files.attached_file \u306b\u3064\u3044\u3066\u3044\u305f termVector (&#8220;with_positions_offsets&#8221;) store (true) \u3092\u3001\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\uff08attached_files_v3.attached_file.ja|en\uff09\u306b\u5b9a\u7fa9\u3059\u3079\u304d\u306a\u306e\u304b\u3001\u89aa\u30d5\u30a3\u30fc\u30eb\u30c9\uff08attached_files_v3.attached_file\uff09\u306b\u5b9a\u7fa9\u3059\u3079\u304d\u306a\u306e\u304b<\/li>\n<li>includeInRoot \u3092\u4f7f\u3046\u306e\u3092\u6b62\u3081\u308b\u3079\u304d\u304b \uff08\u53c2\u8003 \u2192 <a href=\"https:\/\/github.com\/elastic\/elasticsearch\/issues\/12461\" target=\"_blank\">Deprecate `include_in_root` and `include_in_parent`? \u00b7 Issue #12461 \u00b7 elastic\/elasticsearch<\/a>\uff09<\/li>\n<\/ul>\n<p>2016\/12\/07 \u8ffd\u8a18: 1\u70b9\u76ee\u306f\u3001\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5b9a\u7fa9\u3059\u308b\u306e\u304c\u826f\u3055\u305d\u3046\u30022\u70b9\u76ee\u306f\u3001include_in_root \u7121\u3057\u3067\u3082\u3046\u307e\u304f\u3044\u304f\u65b9\u6cd5\u304c\u5206\u304b\u3063\u305f\u306e\u3067\u3001\u4f7f\u7528\u3092\u3084\u3081\u305f\u3002\u8a73\u3057\u304f\u306f\u4ee5\u4e0b\u306e\u6295\u7a3f\u3092\u53c2\u7167\u3002<\/p>\n<p><a href=\"http:\/\/kazu.tv\/blog\/2016\/12\/05\/highlighting-nested-fields-in-elasticsearch\/\">Elasticsearch \u306e nested \u578b\u306e\u30cf\u30a4\u30e9\u30a4\u30c8 \u2013 K blog<\/a><\/p>\n<h2>\u30c7\u30fc\u30bf\u306e\u6295\u5165<\/h2>\n<p>\u30c7\u30fc\u30bf\u306e\u6295\u5165\u306f\u3001\u4eca\u307e\u3067\u3068\u540c\u3058\u3088\u3046\u306a\u611f\u3058\u3067 &#8220;title_v3&#8221;, &#8220;body_v3&#8221;, &#8220;attached_files_v3.attached_file&#8221; \u306b\u5024\u3092\u30bb\u30c3\u30c8\u3059\u308b\u3068\u3001\u7570\u306a\u308b analyzer \u3067\u51e6\u7406\u3055\u308c\u305f\u5024\u304c\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5165\u308b\u3002\uff08\u3053\u306e\u8fba\u306e\u6319\u52d5\u304c\u8a73\u3057\u304f\u8f09\u3063\u3066\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u3059\u3050\u306b\u306f\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u3002\uff09<\/p>\n<h2>\u691c\u7d22<\/h2>\n<h3>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u8a18\u8f09\u304c\u3042\u308b\u57fa\u672c\u4e8b\u9805<\/h3>\n<p>\u691c\u7d22\u3060\u304c\u3001\u4ee5\u4e0b\u306b\u5bfe\u3059\u308b multi match \u30af\u30a8\u30ea\u30fc\u3092\u3001boolean \u30af\u30a8\u30ea\u30fc\u306e should \u3067\u3064\u306a\u3052\u3070\u826f\u3044\u3002<\/p>\n<ul>\n<li>title_v3.*<\/li>\n<li>body_v3.*<\/li>\n<li>attached_files_v3.attached_file.content.*<\/li>\n<\/ul>\n<p>\u3044\u3084\u30fc\u3001\u7c21\u5358\u7c21\u5358\u3002<\/p>\n<p>\u306a\u308f\u3051\u304c\u306a\u3044\u3002<\/p>\n<h3>\u65e5\u672c\u8a9e\u306e\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u3069\u3046\u51e6\u7406\u3055\u308c\u308b\u304b<\/h3>\n<p>\u3053\u3053\u3067\u306f\u3001\u8a71\u3092\u5358\u7d14\u5316\u3059\u308b\u305f\u3081\u306b\u3001&#8221;body_v3.ja&#8221;, &#8220;body_v3.en&#8221; \u306e2\u3064\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u3064\u3044\u3066\u3060\u3051\u8003\u3048\u308b\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u5229\u7528\u8005\u304c\u65e5\u672c\u8a9e\u3067 &#8220;\u753b\u9762\u9077\u79fb&#8221; \u3068\u3044\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u305f\u3068\u3059\u308b\u3002\u3053\u308c\u3092 &#8220;body_v3.*&#8221; \u306b\u5bfe\u3059\u308b multi match query \u3068\u3057\u3066\u5358\u7d14\u306b\u51e6\u7406\u3059\u308b\u3068\u3001<\/p>\n<ul>\n<li>&#8220;body_v3.ja&#8221; \u306b\u5bfe\u3057\u3066\u306f\u3001\u691c\u7d22\u30bf\u30fc\u30e0\u304c &#8220;ja_kuromoji_neologd&#8221; analyzer \u3067\u51e6\u7406\u3055\u308c\u308b\u306e\u3067\u3001 &#8220;\u753b\u9762&#8221;, &#8220;\u9077\u79fb&#8221; \u306e2\u3064\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5206\u5272\u3055\u308c\u3066\u691c\u7d22\u304c\u5b9f\u884c\u3055\u308c\u308b<\/li>\n<li>&#8220;body_v3.en&#8221; \u306b\u5bfe\u3057\u3066\u306f\u3001\u691c\u7d22\u30bf\u30fc\u30e0\u304c &#8220;english&#8221; analyzer \u3067\u51e6\u7406\u3055\u308c\u308b\u306e\u3067\u3001 &#8220;\u753b&#8221;, &#8220;\u9762&#8221;, &#8220;\u9077&#8221;, &#8220;\u79fb&#8221; \u306e4\u3064\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5206\u5272\u3055\u308c\u3066\u691c\u7d22\u304c\u5b9f\u884c\u3055\u308c\u308b<\/li>\n<\/ul>\n<p>\u3068\u306a\u308b\u3002\u7d50\u679c\u3001&#8221;\u753b\u9762&#8221;, &#8220;\u9077\u79fb&#8221; \u3068\u3044\u3046\u5358\u8a9e\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u305d\u306e4\u7a2e\u985e\u306e\u6587\u5b57\u304c\u6ca2\u5c71\u542b\u307e\u308c\u3066\u3044\u308b document \u304c\u691c\u7d22\u7d50\u679c\u3068\u3057\u3066\u4e0a\u306e\u65b9\u306b\u6765\u3066\u3057\u307e\u3046\u3002<\/p>\n<h3>\u5bfe\u7b56<\/h3>\n<p>\uff08\u3053\u306e\u30d6\u30ed\u30b0\u3092\u66f8\u304f\u524d\u306b\u5b9f\u88c5\u3092\u7d42\u3048\u305f\u304b\u3063\u305f\u304c\u3001\u307e\u3060\u7d42\u308f\u3063\u3066\u306a\u3044\u306e\u3067\u3001\u4ee5\u4e0b\u306f\u5b9f\u969b\u306b\u8a66\u3057\u305f\u8a33\u3067\u306f\u306a\u3044\u3002\uff09<\/p>\n<p>\u5165\u529b\u3055\u308c\u305f\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5143\u306b\u3001\u691c\u7d22\u5bfe\u8c61\u306e\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5909\u3048\u308b\u3001\u3042\u308b\u3044\u306f\u91cd\u307f\u4ed8\u3051\u3092\u5909\u3048\u308b\u3001\u3068\u3044\u3046\u306e\u304c1\u3064\u306e\u65b9\u6cd5\u3002<\/p>\n<p>\u591a\u5206\u3001\u65e5\u672c\u8a9e\uff0b\u82f1\u8a9e\u306e\u5834\u5408\u306f\u7c21\u5358\u3067\u3001\u6587\u5b57\u7a2e\u306b\u3088\u3063\u3066\u5224\u5225\u3059\u308c\u3070\u5272\u3068\u826f\u3044\u7d50\u679c\u304c\u51fa\u308b\u3068\u601d\u3046\u3002<\/p>\n<p>2016\/12\/07 \u8ffd\u8a18: \u8a00\u8a9e\u5224\u5b9a\u306b\u95a2\u3057\u3066\u306f\u3001\u5225\u9014\u30a8\u30f3\u30c8\u30ea\u30fc\u3092\u66f8\u3044\u305f\u3002<\/p>\n<p><a href=\"http:\/\/kazu.tv\/blog\/2016\/12\/07\/language-detection-in-java-or-scala\/\">Java (Scala) \u3067\u8a00\u8a9e\u5224\u5b9a \u2013 K blog<\/a><\/p>\n<h3>\u540c\u3058\u6587\u5b57\u7a2e\u3092\u4f7f\u3046\u7570\u306a\u308b\u8a00\u8a9e\u306e\u5834\u5408<\/h3>\n<p>\u540c\u3058\u6587\u5b57\u7a2e\u3092\u4f7f\u3046\u8a00\u8a9e\u306e\u5834\u5408\uff08\u4f8b\u3048\u3070\u3001\u30e1\u30a4\u30f3\u8a00\u8a9e\u304c\u30d5\u30e9\u30f3\u30b9\u8a9e\u306e\u5834\u5408\uff09\u306f\u3069\u3046\u304b\u3068\u3044\u3046\u3068\u3001\u6587\u5b57\u7a2e\u306b\u3088\u308b\u5224\u5225\u306f\u4f7f\u3048\u306a\u3044\u3002<\/p>\n<p>\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u5bfe\u3057\u3066\u3001\u8a00\u8a9e\u306e\u81ea\u52d5\u5224\u5b9a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046\u3068\u3044\u3046\u306e\u304c\u826f\u3055\u305d\u3046\u306b\u3082\u601d\u3048\u308b\u304c\u3001\u8a00\u8a9e\u306e\u81ea\u52d5\u5224\u5b9a\u3068\u3044\u3046\u306e\u306f\u5165\u529b\u6587\u304c\u9577\u3051\u308c\u3070\u7cbe\u5ea6\u304c\u9ad8\u3044\u304c\u3001\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u3088\u3046\u306b\u6570\u8a9e\u306e\u5834\u5408\u3001\u7cbe\u5ea6\u306f\u3042\u307e\u308a\u9ad8\u304f\u306a\u3055\u305d\u3046\u3002<\/p>\n<p>\u305f\u3060\u3001\u4eca\u56de\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u9650\u3063\u3066\u8a00\u3046\u3068\u3001\u5b9f\u969b\u554f\u984c\u3068\u3057\u3066\u306f\u3001<\/p>\n<ul>\n<li>\u30d5\u30e9\u30f3\u30b9\u8a9e\n<ul>\n<li>\u691c\u7d22\u5bfe\u8c61\u6587\u7ae0\u306b\u5e83\u7bc4\u56f2\u306e\u5358\u8a9e\u304c\u542b\u307e\u308c\u308b<\/li>\n<li>\u6587\u7ae0\u6570\u591a\u3044<\/li>\n<\/ul>\n<\/li>\n<li>\u82f1\u8a9e\n<ul>\n<li>\u691c\u7d22\u5bfe\u8c61\u6587\u7ae0\u306b\u4f7f\u308f\u308c\u308b\u5358\u8a9e\u306f\u6bd4\u8f03\u7684\u5c11\u306a\u3044<\/li>\n<li>\u6587\u7ae0\u6570\u306f\u5c11\u306a\u3044<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u3068\u3044\u3046\u50be\u5411\u304c\u3042\u308a\u3001\u307e\u305f\u3001\u4e21\u8a00\u8a9e\u3067\u540c\u3058\u7db4\u308a\u304b\u3064\u5168\u304f\u9055\u3046\u610f\u5473\u306e\u5358\u8a9e\u3068\u3044\u3046\u306e\u306f\u304b\u306a\u308a\u5c11\u306a\u3044\u306e\u3067\u3001\u4f55\u3082\u8003\u3048\u305a\u306b\u540c\u3058\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u3092 multi match \u30af\u30a8\u30ea\u30fc\u3067 &#8220;body_v3.en&#8221; \u3068 &#8220;body_v3.fr&#8221; \u306b\u6295\u3052\u3066\u3057\u307e\u3063\u3066\u554f\u984c\u7121\u3055\u305d\u3046\u3002<\/p>\n<h3>\u4f59\u8ac7: \u540c\u3058\u6587\u5b57\u7a2e\u3092\u4f7f\u3046\u7570\u306a\u308b\u8a00\u8a9e\u306b\u95a2\u3057\u3066<\/h3>\n<p>\u3053\u308c\u304c\u3001Wikipedia \u306e\u6587\u7ae0\u306e\u691c\u7d22\u3068\u304b\u3060\u3068\u3001\u3061\u3087\u3063\u3068\u4e8b\u60c5\u304c\u9055\u3063\u3066\u304f\u308b\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\uff0b\u82f1\u8a9e\u306e\u30b1\u30fc\u30b9\u3067\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3057\u3066 car grand prix \u3068\u5165\u308c\u305f\u5834\u5408\u3092\u8003\u3048\u308b\u3002\u3053\u306e\u5834\u5408\u3001F1\u30b0\u30e9\u30f3\u30d7\u30ea\u3060\u3063\u305f\u308a\u3001\u305d\u3046\u3044\u3046\u8eca\u306e\u30b0\u30e9\u30f3\u30d7\u30ea\u306e\u60c5\u5831\u304c\u51fa\u3066\u304d\u3066\u6b32\u3057\u3044\u3002<\/p>\n<p>\u5f53\u305f\u308a\u524d\u3060\u304c\u3001\u82f1\u8a9e\u3068\u3057\u3066\u6271\u3063\u305f\u5834\u5408\u306f\u30013\u8a9e\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u308b\u3002&#8221;body_v3_en&#8221; \u306b\u3053\u306e3\u8a9e\u304c\u542b\u307e\u308c\u308b\u3082\u306e\u304c\u5019\u88dc\u3068\u306a\u308b\u3002<\/p>\n<p>\u30d5\u30e9\u30f3\u30b9\u8a9e\u3068\u3057\u3066\u6271\u3046\u5834\u5408\u3060\u304c\u3001\u3069\u306e\u3088\u3046\u306a analyzer \u306e\u8a2d\u5b9a\u306b\u3059\u308b\u304b\u306b\u3082\u3088\u308b\u304c\u3001&#8221;car&#8221; \u306f\u63a5\u7d9a\u8a5e\u306a\u306e\u3067\u3001stop word \u3068\u3057\u3066\u5f3e\u304b\u308c\u308b\u5834\u5408\u3082\u3042\u308a\u5f97\u308b\u3002\u305d\u306e\u5834\u5408\u3001grand prix \u306e2\u8a9e\u306b\u3088\u308b\u691c\u7d22\u3068\u540c\u3058\u306b\u306a\u308b\u3002<\/p>\n<p>\u30d5\u30e9\u30f3\u30b9\u8a9e\u306e\u5834\u5408\u3001grand, prix \u306f\u3001\u305d\u308c\u305e\u308c\u300c\u5927\u304d\u3044\u300d\u3068\u300c\u5024\u6bb5\u300d\u3068\u3044\u3046\u610f\u5473\u3002\u82f1\u8a9e\u306e prix \u304c grand prix \u306a\u3069\u306e\u9650\u3089\u308c\u305f\u5834\u9762\u3067\u3057\u304b\u4f7f\u308f\u306a\u3044\u306e\u306b\u5bfe\u3057\u3066\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u306e prix \u306f grand prix \u3068\u304b\u3067\u3082\u4f7f\u308f\u308c\u308b\u304c\u3001\u305d\u308c\u4ee5\u4e0a\u306b\u300c\u5024\u6bb5\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u4f7f\u308f\u308c\u308b\u306e\u3067\u3001\u4f55\u304b\u306e\u88fd\u54c1\u306b\u95a2\u3059\u308b\u30da\u30fc\u30b8\u304c\u691c\u7d22\u7d50\u679c\u3068\u3057\u3066\u51fa\u3066\u6765\u3066\u3057\u307e\u3044\u3001\u6b32\u3057\u3044\u60c5\u5831\u304c\u5f97\u3089\u308c\u306a\u3044\u3002<\/p>\n<h2>\u4eca\u5f8c\u306eTODO<\/h2>\n<p>\u4ee5\u4e0b\u3001\u30e1\u30e2\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u306e\u79fb\u884c<\/h3>\n<p>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u65b0\u898f\u3067\u4f5c\u6210\u3059\u308b\u5834\u5408\u306f\u554f\u984c\u306a\u3044\u304c\u3001\u53e4\u3044\u5f62\u5f0f\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4eca\u56de\u306e\u5f62\u5f0f\u306b\u79fb\u884c\u3059\u308b\u90e8\u5206\u306f\u307e\u3060\u51fa\u6765\u3066\u3044\u306a\u3044\u3002<a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/docs-reindex.html\" target=\"_blank\">reindex \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3092\u898b\u308b\u3068\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u304b\u3092\u4f7f\u3048\u3070\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u3067\u304d\u305d\u3046\u3067\u306f\u3042\u308b\u304c\u30fb\u30fb\u30fb<\/p>\n<h3>\u4ed6\u306e\u8a00\u8a9e\u306e\u5bfe\u5fdc<\/h3>\n<p>\u65e5\u672c\u8a9e\uff0b\u82f1\u8a9e\u4ee5\u5916\u306e\u5bfe\u5fdc\u3002\u3053\u308c\u306f\u5358\u306b\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u6642\u306b\u30e1\u30a4\u30f3\u8a00\u8a9e\uff08\u65e5\u672c\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3001\u4e2d\u56fd\u8a9e etc.\uff09\u3092\u9078\u3070\u305b\u308c\u3070\u3044\u3044\u304b\u306a\u3068\u601d\u3063\u3066\u3044\u308b\u3002Elasticsearch \u306f\u3001\u6a19\u6e96\u3067<a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/analysis-lang-analyzer.html\" target=\"_blank\">\u3044\u308d\u3093\u306a\u8a00\u8a9e\u306e analyzer<\/a> \u304c\u3064\u3044\u3066\u308b\u306e\u3067\u3001\u305d\u308c\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u305f\u308a\u3001\u7121\u3044\u3082\u306e\u306f\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u3048\u3070\u826f\u3055\u305d\u3046\u3002<\/p>\n<h3>attachment \u304c\u30fb\u30fb\u30fb\u30cf\u30a4\u30e9\u30a4\u30c8\u304c\u30fb\u30fb\u30fb\u2192\u89e3\u6c7a<\/h3>\n<p>\u4eca\u56de\u306e\u5bfe\u5fdc\u306b\u3088\u308a\u3001\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\u306f nested fields \u306e\u4e2d\u306b\u3055\u3089\u306b sub fields \u304c\u542b\u307e\u308c\u308b\u5f62\u306b\u306a\u3063\u305f\u305b\u3044\u304b\u3001\u30cf\u30a4\u30e9\u30a4\u30c8\u51e6\u7406\u304c\u52b9\u304b\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3063\u305f\u3002\u3053\u306e\u90e8\u5206\u3092\u76f4\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001mapper attachment \u30d7\u30e9\u30b0\u30a4\u30f3\u306f 5.0 \u3067 deprecated \u306a\u306e\u3067\u3001ingest \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u79fb\u884c\u3059\u308b\u30fb\u30fb\u30fb\u9762\u5012\u3002<\/p>\n<p>2016\/12\/5 \u8ffd\u8a18\uff1a\u89e3\u6c7a\u3057\u305f\u3002\u2193<\/p>\n<p><a href=\"http:\/\/kazu.tv\/blog\/2016\/12\/05\/highlighting-nested-fields-in-elasticsearch\/\">Elasticsearch \u306e nested \u578b\u306e\u30cf\u30a4\u30e9\u30a4\u30c8 \u2013 K blog<\/a><\/p>\n<h3>dynamic template?<\/h3>\n<p>\u4ee5\u524d\u306e\u6295\u7a3f\u3067\u3082\u7d39\u4ecb\u3057\u305f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u3001dynamic template \u3092\u4f7f\u3063\u3066\u3044\u308b\u304c\u3001\u3053\u308c\u3092\u4f7f\u3046\u3068\u3082\u3046\u5c11\u3057\u7c21\u5358\u306b\u8272\u3005\u51fa\u6765\u308b\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u3057\u3001\u305d\u3046\u3067\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n<p><a href=\"https:\/\/speakerdeck.com\/kunihikokido\/elasticsearch-ri-ben-yu-sukimaresuhuan-jing-gou-zhu-to-tuideniduo-yan-yu-dui-ying\">Elasticsearch \u65e5\u672c\u8a9e\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u74b0\u5883\u69cb\u7bc9\u3068\u3001\u3064\u3044\u3067\u306b\u591a\u8a00\u8a9e\u5bfe\u5fdc \/\/ Speaker Deck<\/a><\/p>\n<p>\u3053\u3046\u3057\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u7684\u306a\u51e6\u7406\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u8a00\u8a9e\u304c\u5f97\u610f\u3068\u3059\u308b\u3053\u3068\u3060\u3057\u3001Scala \u306f\u3001\u7d50\u69cb\u8868\u73fe\u529b\u304c\u9ad8\u304f\u7c21\u6f54\u306b\u66f8\u3051\u308b\u306e\u3067\u3001\u3064\u3044\u3064\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u66f8\u3044\u3066\u3057\u307e\u3044\u304c\u3061\u3002<\/p>\n<p>\u3044\u305a\u308c\u306b\u3057\u3066\u3082\u3001dynamic template \u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u307f\u308b\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306f\u3001one size fits all \u306a\u65b9\u6cd5\u306f\u7121\u3044\u306e\u3067\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u57fa\u672c\u3092\u62bc\u3055\u3048\u3064\u3064\u3001\u8272\u3005\u8a66\u3057\u3066\u307f\u308b\u5fc5\u8981\u304c\u3042\u308a\u305d\u3046\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001Elasticsearch \u306f\u9032\u5316\u304c\u901f\u3059\u304e\u3066\u5927\u5909\u3002<\/p>\n<p>\u65e5\u4ed8\u304c\u5909\u308f\u3063\u3066\u3057\u307e\u3063\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6295\u7a3f\u306f\u3001Elastic stack (Elasticsearch) Advent Calendar 2016 \u306e2\u65e5\u76ee\u306e\u8a18\u4e8b\u304b\u3064\u3001\u4ee5\u524d\u66f8\u3044\u305f\u4ee5\u4e0b\u306e\u6295\u7a3f\u306e\u7d9a\u7de8\u3002 Elasticsearch \u306e analyzer \u95a2\u9023\u306e\u8a2d&hellip;<\/p>\n","protected":false},"author":1,"featured_media":1643,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[15],"tags":[934,704],"class_list":["post-1663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-15","tag-elasticsearch","tag-i18n","has-post-thumbnail-archive"],"_links":{"self":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts\/1663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/comments?post=1663"}],"version-history":[{"count":5,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts\/1663\/revisions"}],"predecessor-version":[{"id":1681,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts\/1663\/revisions\/1681"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/media\/1643"}],"wp:attachment":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/media?parent=1663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/categories?post=1663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/tags?post=1663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}