{"id":15065,"date":"2017-02-09T12:56:36","date_gmt":"2017-02-09T03:56:36","guid":{"rendered":"http:\/\/vitalify.jp\/blog\/?p=15065"},"modified":"2024-04-25T11:46:44","modified_gmt":"2024-04-25T02:46:44","slug":"elasticsearch_matome","status":"publish","type":"post","link":"https:\/\/vitalify.jp\/blog\/2017\/02\/elasticsearch_matome.html","title":{"rendered":"\u5168\u6587\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u300cElasticsearch\u300d\u3092\u8abf\u3079\u3066\u4f7f\u3063\u3066\u307f\u305f\u8272\u3005\u307e\u3068\u3081"},"content":{"rendered":"

\"url\"<\/p>\n

\u3053\u3093\u306b\u3061\u306f\u3001AWS\u3067\u306fcodedeploy\u304c\u597d\u304d\u306a\u4e2d\u6751\u3067\u3059\u3002<\/p>\n

IT\u696d\u754c\u306f\u30c9\u30c3\u30b0\u30a4\u30e4\u30fc\u3068\u8a00\u308f\u308c\u3066\u4e45\u3057\u3044\u3067\u3059\u304c\u3001\u6280\u8853\u306e\u9032\u6b69\u306f\u76ee\u307e\u3050\u308b\u3057\u304f\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n

\u305d\u308c\u306b\u4f34\u3044\u3001\u4e16\u306e\u4e2d\u304c\u6c42\u3081\u308bWeb\u30b5\u30fc\u30d3\u30b9\u30fb\u30b9\u30de\u30db\u30a2\u30d7\u30ea\u306e\u30b9\u30d4\u30fc\u30c9\u611f\u306f\u65e5\u3005\u5897\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30da\u30fc\u30b8\u3092\u8868\u793a\u3059\u308b\u306e\u306b2\u79d2\u4ee5\u4e0a\u304b\u3051\u3066\u306f\u3044\u3051\u306a\u3044\u3001\u30010.1\u79d2\u8868\u793a\u901f\u5ea6\u304c\u9045\u304f\u306a\u308b\u3068xxx\u4ef6\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u96e2\u8131\u3059\u308b\u3002\u3002\u306a\u3069\u3001\u3044\u308d\u3044\u308d\u306a\u901a\u8aac\u304c\u51fa\u3066\u304d\u3066\u3044\u308b\u307b\u3069\u3067\u3059\u3002<\/p>\n

\u4eca\u56de\u306f\u305d\u3093\u306a\u4e16\u306e\u4e2d\u304c\u6c42\u3081\u308bWeb\u30b5\u30fc\u30d3\u30b9\u306e\u8868\u793a\u30b9\u30d4\u30fc\u30c9\u3092\u5287\u7684\u306b\u901f\u304f\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u300cElastichsearch<\/strong>\u300d\u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n

 <\/p>\n

\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306fFacebook<\/strong>\u3084Github<\/strong>\u3067\u3082\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u306e\u3067\u3001\u77e5\u3063\u3066\u304a\u3044\u3066\u640d\u306f\u306a\u3044\u3067\u3059\u3002
\n
\n\u3067\u306f\u307e\u305a\u3001ElasicSearch\u3068\u306f\u3069\u3093\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n

\u25a0Elasticsearch\u3068\u306f<\/h2>\n

\u30fb\u6982\u8981<\/h4>\n

Elasticsearch(\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30b5\u30fc\u30c1)\u3068\u306f\u3001Elastic\u793e\u304c\u63d0\u4f9b\u3059\u308b\u300cLucene\u300d\u30d9\u30fc\u30b9\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5168\u6587\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u3002
\n\u306a\u304a\u5168\u6587\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u306f\u3001\u5927\u91cf\u306b\u3042\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u3001\u76ee\u7684\u306e\u30ef\u30fc\u30c9\u3092\u542b\u3080\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n

\u30fbMySQL\u306a\u3069\u306eRDBMS\u3068\u306e\u9055\u3044\u3084\u7279\u5fb4<\/h4>\n

\u7279\u5fb4\u3068\u3057\u3066\u3001MySQL(RDBMS) \u3001Redshift(\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9)\u3001DynamoDB(NoSQL)\u306a\u3069\u3068\u6bd4\u3079\u308b\u3068\u3001\u8907\u96d1\u306a\u691c\u7d22\u3001\u9ad8\u901f\u306b\u5b9f\u884c\u306a\u3069\u304c\u5b9f\u73fe\u53ef\u80fd\u3067\u3059\u3002
\n\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3057\u3066\u4ee5\u4e0b\u304c\u3042\u308a\u307e\u3059\u3002
\n\u3010\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3011
\n\u8d85\u5927\u898f\u6a21\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u7406\u7531\u3068\u3057\u3066\u30af\u30e9\u30b9\u30bf\u69cb\u6210(\u8907\u6570\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u9023\u7d50\u3057\u30011\u53f0\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068\u3057\u3066\u632f\u308b\u821e\u3046)\u304c\u524d\u63d0\u3067\u4f5c\u3089\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002\u65e2\u5b58\u30c7\u30fc\u30bf\u306e\u5206\u6563\/\u30ec\u30d7\u30ea\u30ab\u306a\u3069\u304c\u81ea\u52d5\u3067\u5b9f\u884c\u3067\u304d\u305f\u308a\u3059\u308b\u305f\u3081\u3001Hadoop\u3068\u306e\u89aa\u548c\u6027\u3082\u9ad8\u3044\u3067\u3059\u3002
\n\u3010\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u3011
\n\u30c7\u30fc\u30bf\u69cb\u9020\u304c\u975e\u5e38\u306b\u67d4\u8edf\u6027\u306b\u5bcc\u3093\u3067\u3044\u307e\u3059\u3002JSON \u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u3066\u3044\u304a\u308a\u3001\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u69cb\u9020(\u30cd\u30b9\u30c8\u5f62\u5f0f\u306a\u3069\u542b\u3080)\u3067\u3082\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u3067\u304d\u305f\u308a\u3001\u30b9\u30ad\u30fc\u30de(\u30c7\u30fc\u30bf\u30de\u30c3\u30d4\u30f3\u30b0)\u5b9a\u7fa9\u3082\u306a\u3057\u3067\u3001\u30c7\u30fc\u30bf\u6295\u5165\u306a\u3069\u3082\u3067\u304d\u307e\u3059\u3002
\n\u3010\u30de\u30eb\u30c1\u30c6\u30ca\u30f3\u30c8\u3011
\n\u69d8\u3005\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u81ea\u7531\u306b\u6a2a\u65ad\u3057\u3066\u691c\u7d22\u30fb\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u30021\u3064\u306e\u30af\u30e9\u30b9\u30bf\u306b\u8907\u6570\u306eIndex(\u30c7\u30fc\u30bf\u306e\u307e\u3068\u307e\u308a) \u304c\u4f5c\u6210\u3067\u304d\u3001\u305d\u3053\u306b\u5bfe\u3057\u3066\u7c21\u5358\u304b\u3064\u9ad8\u901f\u306b\u691c\u7d22\u51e6\u7406\u304c\u3067\u304d\u307e\u3059\u3002\u5bfe\u8c61\u30ef\u30fc\u30c9\u306e\u51fa\u73fe\u983b\u5ea6(\u30b9\u30b3\u30a2)\u3092\u4f7f\u3063\u305f\u691c\u7d22\u304c\u3067\u304d\u308b\u3053\u3068\u3084\u3001\u300cKibana\u300d\u3068\u9023\u643a\u3059\u308b\u3068\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u25a0Elasticsearch\u3067\u899a\u3048\u3066\u304a\u304f\u3079\u304d\u30ad\u30fc\u30ef\u30fc\u30c9<\/h2>\n

MySQL\u3068\u6bd4\u8f03\u3057\u306a\u304c\u3089Elasticsearch\u306e\u899a\u3048\u3066\u304a\u304f\u3079\u304d\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n

\u30fbCluster(\u30af\u30e9\u30b9\u30bf)\u3068Node(\u30ce\u30fc\u30c9)<\/h4>\n

Cluster\u3068\u306fNode\u306e\u96c6\u5408\u4f53\u3067\u3059\u3002
\nNode\u3068\u306f\u30b5\u30fc\u30d0\u30fc\u3068\u540c\u3058\u6982\u5ff5\u306e\u30ec\u30d9\u30eb\u306e\u3082\u306e\u3067\u30011\u53f0\u306e\u30b5\u30fc\u30d0\u30fc\u306b1Node\u7528\u610f\u3057\u307e\u3059\u3002
\n\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u5897\u52a0\u3057\u305f\u5834\u5408\u306f\u3001Node\u3092\u5897\u3084\u3059\u3053\u3068\u3067\u3001\u51e6\u7406\u901f\u5ea6\u306e\u5206\u6563\u304c\u3067\u304d\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30fbIndex(\u30a4\u30f3\u30c7\u30c3\u30af\u30b9)<\/h4>\n

RDB\u306eDatabase\u306e\u6982\u5ff5\u30ec\u30d9\u30eb\u306b\u8a72\u5f53\u3057\u307e\u3059\u3002
\n1\u3064\u306eCluster\u306b\u8907\u6570\u306eIndex\u304c\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30fbType(\u30bf\u30a4\u30d7)<\/h4>\n

RDB\u306eTable\u306e\u6982\u5ff5\u30ec\u30d9\u30eb\u306b\u8a72\u5f53\u3057\u307e\u3059\u3002
\n1\u3064\u306eIndex\u306b\u8907\u6570\u306eType\u304c\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30fbDocument(\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8)<\/h4>\n

RDB\u306eRow\u306e\u6982\u5ff5\u30ec\u30d9\u30eb\u306b\u8a72\u5f53\u3057\u307e\u3059\u3002
\nid\u3092\u30ad\u30fc\u306b\u3057\u3066\u500b\u3005\u306e\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n

\u30fbShard(\u30b7\u30e3\u30fc\u30c9\uff09<\/h4>\n

RAID\u3067\u69cb\u6210\u3055\u308c\u305f\u30cf\u30fc\u30c9\u30c7\u30a3\u30b9\u30af\u3068\u4f3c\u305f\u4ed5\u7d44\u307f\u306b\u306a\u308a\u307e\u3059\u3002
\n1\u3064\u306eindex\u3092\u4f5c\u6210\u3059\u308b\u3068\u3001\u5408\u308f\u305b\u3066Shad\u304c\u8907\u6570\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002
\nShard\u306fPrimary(master)\u3068Replica\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u30011Node\u306b\u306f1shard\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002
\n\u4f8b\u3048\u3070Primary\u304c\u3059\u3067\u306b\u5b58\u5728\u3059\u308bShard\u306b\u306f\u540c\u3058Node\u306bReplica\u306f\u5b58\u5728\u3067\u304d\u305a\u3001\u5225\u306eNode\u306b\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002<\/p>\n

\u25a0Elasticsearch\u3092\u89e6\u3063\u3066\u307f\u308b<\/h2>\n

\u3067\u306f\u5b9f\u969b\u306bElasticsearch\u3092\u89e6\u3063\u3066\u307f\u307e\u3059\u3002
\n\u306a\u304a\u3001\u5168\u3066Mac\u306e\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30fbnode\u3082\u5fc5\u8981\u306a\u305f\u3081\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n

\u4f7f\u3046\u306b\u306fNode\u304c\u5fc5\u8981\u3067\u3059\u3002nodebrew\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u306a\u3044\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u305f\u3081\u3001\u3053\u308c\u3082\u4f5c\u6210\u3057\u3001\u30d1\u30b9\u3092\u901a\u3057\u307e\u3059\u3002
\n\u203bxxx\u306f\u30e6\u30fc\u30b6\u30fc\u540d
\nbrew install nodebrew
\nmkdir \/Users\/xxxxx\/.nodebrew\/
\nmkdir \/Users\/xxx\/.nodebrew\/src
\nnodebrew install-binary latest
\nexport PATH=$PATH:\/Users\/tnakamura\/.nodebrew\/current\/bin
\n<\/code><\/p>\n

\u30fbelastic search\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n

\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u78ba\u8a8d\u3057\u3001\u30d0\u30fc\u30b8\u30e7\u30f32.4\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001\u5b9f\u884c
\nbrew search elasticsearch
\nbrew install elasticsearch@2.4
\ncd \/usr\/local\/Cellar\/elasticsearch@2.4\/2.4.4\/bin\/
\n.\/elasticsearch
\n<\/code>
\n\u4ee5\u4e0b\u306eip\u3067\u8d77\u52d5\u3055\u308c\u307e\u3059
\n127.0.0.1:9300
\n\u3053\u308c\u3067\u6e96\u5099\u5b8c\u4e86<\/p>\n

\u30fb\u30c7\u30fc\u30bf\u306e\u6295\u5165\u3084\u691c\u7d22<\/h4>\n

\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b3\u30de\u30f3\u30c9\u3067\u72b6\u614b\u306e\u78ba\u8a8d\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

curl 127.0.0.1:9200 #\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u6982\u8981
\ncurl 127.0.0.1:9200\/_cat\/health?v\u3000#\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u72b6\u614b\u3092\u78ba\u8a8d
\ncurl 127.0.0.1:9200\/_cat\/indices?v #\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u72b6\u614b\u3092\u78ba\u8a8d
\n<\/code><\/p>\n

\u3067\u306f\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n

#index\u306e\u4f5c\u6210
\ncurl 127.0.0.1:9200\/customer -X PUT
\n#sheards\u306ereplica\u304c\u4e0d\u8981\u306a\u306e\u3067\u524a\u9664\u3059\u308b
\ncurl -H 'Content-Type: application\/json' -X PUT -d '{\"index\":{\"number_of_replicas\": 0}}' 127.0.0.1:9200\/customer\/_settings
\n#Type\u3068Document\u3092\u4f5c\u6210
\ncurl -H 'Content-Type: application\/json' -X PUT -d '{\"name\u201d:\u201dtest\u201d}\u2019 127.0.0.1:9200\/customer\/external\/1
\n#\u6295\u5165\u7d50\u679c\u3092\u78ba\u8a8d
\ncurl 127.0.0.1:9200\/customer\/external\/1 | python -mjson.tool
\n% Total % Received % Xferd Average Speed Time Time Time Current
\nDload Upload Total Spent Left Speed
\n100 147 100 147 0 0 51006 0 --:--:-- --:--:-- --:--:-- 73500
\n{
\n\"_id\": \"1\",
\n\"_index\": \"customer\",
\n\"_source\": {
\n\"day\": \"2017-11-12\",
\n\"name\": \"test\",
\n\"timeFieldName\": \"day\"
\n},
\n\"_type\": \"external\",
\n\"_version\": 1,
\n\"found\": true
\n}
\n<\/code><\/p>\n

\u30c7\u30fc\u30bf\u6295\u5165\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n

\u4ed6\u306b\u3082\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b3\u30de\u30f3\u30c9\u3067\u64cd\u4f5c\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

#params\u3067\u6307\u5b9a\u306e\u6587\u5b57\u691c\u7d22
\ncurl -H 'Content-Type: application\/json' -X GET -d '{ \"id\": \"template01\", \"params\": { \"firstname\": \"Tammy\" }}' 127.0.0.1:9200\/_search\/template
\n#_updat\u3067\u306e\u30c7\u30fc\u30bf\u66f4\u65b0
\ncurl -H 'Content-Type: application\/json' -X POST -d '{\"doc\":{\"day\":\"2017-11-12\"}}' 127.0.0.1:9200\/customer\/external\/1\/_update
\n<\/code><\/p>\n

\u25a0Elasticsearch\u3068MySQL\u306eDB\u3092\u9023\u643a\u3055\u305b\u308b<\/h2>\n

Elasticsearch\u306fMySQL\u306eDB\u3092\u9023\u643a\u3055\u305b\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u3082\u3067\u304d\u307e\u3059\u3002
\nMySQL\u3067\u691c\u7d22\u901f\u5ea6\u3092\u6539\u5584\u3057\u305f\u3044\u3002\u305d\u3093\u306a\u6642\u306f\u9023\u52d5\u3057\u3066Elasticsearch\u3092\u4f7f\u3046\u3053\u3068\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u304c\u3067\u304d\u307e\u3059\u3002
\n\u9023\u52d5\u3055\u305b\u308b\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002(JDBC\u3092\u4f7f\u3063\u3066\u3044\u308b\u9023\u643a\u30c4\u30fc\u30eb\u3067\u3059)
\n\u30fb\u30b5\u30a4\u30c8
\nhttps:\/\/github.com\/jprante\/elasticsearch-jdbc
\n\u3053\u3053\u304b\u3089elasticsearch-jdbc\u306e\u53d6\u5f97\u3092\u3057\u307e\u3059\u3002
\n\u203belasticsearch\u3068\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u9023\u52d5\u3057\u3066\u3044\u306a\u3044\u3068\u3044\u3051\u306a\u304f\u3001JDBC\u306b\u5408\u308f\u305b\u305felasticsearch\u3092\u3053\u306e\u5f8c\u5165\u308c\u76f4\u3057\u307e\u3057\u305f\u3002
\n\u306a\u304a\u3001\u30ed\u30fc\u30ab\u30eb\u3067MySQL\u306e\u74b0\u5883\u306f\u4e8b\u524d\u306b\u7528\u610f\u3057\u3066\u3044\u3066\u3001\u5bfe\u8c61\u306e\u30c6\u30fc\u30d6\u30eb\u306f1\u4e07\u4ef6\u7a0b\u5ea6\u306e\u30c7\u30fc\u30bf\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u3002
\n\u3053\u3053\u304b\u3089\u30c7\u30fc\u30bf\u3092MySQL\u2192Elasticsearch\u3078\u6295\u5165\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n

wget http:\/\/xbib.org\/repository\/org\/xbib\/elasticsearch\/importer\/elasticsearch-jdbc\/2.3.4.1\/elasticsearch-jdbc-2.3.4.1-dist.zip
\nunzip elasticsearch-jdbc-1.7.1.0-dist.zip
\ncd elasticsearch-jdbc-1.7.1.0\/lib
\ncp mysql-delete-document.sh mysql-oreore.sh
\n#\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u53d6\u5f97\u60c5\u5831\u3092\u5909\u66f4\u3057\u307e\u3059
\nvi mysql-oreore.sh
\n-----
\n\"jdbc\" : {
\n\"url\" : \"jdbc:mysql:\/\/localhost:3306\/[DB\u540d]\u201d,
\n\"user\" : \"root\",
\n\"password\" : \"\",
\n\"sql\" : \"select id as _id, xxxx, xxxx,xxxx from xxxx\u201d
\n}
\n-----
\n.\/mysql-oreore.sh
\n<\/code><\/p>\n

\u203b\u6ce8\u610f\u3068\u3057\u3066\u2019as _id\u2019\u306e\u8a18\u8f09\u304c\u306a\u3044\u3068\u30c7\u30fc\u30bf\u304c\u610f\u56f3\u3057\u306a\u3044id\u3067\u632f\u3089\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002
\n\u30c7\u30fc\u30bf\u4ef6\u6570\u306f\u304b\u306a\u308a\u3042\u308a\u307e\u3057\u305f\u304c\u30011\u79d2\u7a0b\u5ea6\u3067\u51e6\u7406\u304c\u7d42\u308f\u308a\u307e\u3057\u305f\u3002
\n\u3053\u306e\u51e6\u7406\u3067MySQL\u2192Elasticsearch\u3078\u306e\u30c7\u30fc\u30bf\u6295\u5165\u304c\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n

\u5b9f\u884c\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002
\n#'jdbc'index\u30c7\u30fc\u30bf\u3092\u53d6\u5f97
\ncurl -XGET 'http:\/\/localhost:9200\/jdbc\/_search?pretty=true'
\n#jdbc\u304b\u3089index\u306e\u30c7\u30fc\u30bf\u4ef6\u6570\u3092\u53d6\u5f97
\ncurl -H 'Content-Type: application\/json' -X GET -d '{\"query\":{\"match_all\":{}},\"size\":0}' http:\/\/localhost:9200\/jdbc\/_search?pretty=true | python -mjson.tool
\n#\u7d50\u679c
\n% Total % Received % Xferd Average Speed Time Time Time Current
\nDload Upload Total Spent Left Speed
\n100 232 100 197 100 35 2605 462 --:--:-- --:--:-- --:--:-- 2626
\n{
\n\"_shards\": {
\n\"failed\": 0,
\n\"successful\": 5,
\n\"total\": 5
\n},
\n\"hits\": {
\n\"hits\": [],
\n\"max_score\": 0.0,
\n\"total\": 16295
\n},
\n\"timed_out\": false,
\n\"took\": 31
\n}<\/code><\/p>\n

“total”: 16295\u4ef6\u306e\u30c7\u30fc\u30bf\u304c\u6295\u5165\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n

\u25a0Elasticsearch\u3068MySQL\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u6bd4\u8f03\u3059\u308b<\/h2>\n

Apache bench\u3092\u4f7f\u3063\u3066MySQL\u3078\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u3068\u306e\u901f\u5ea6\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n

\u307e\u305a\u306f\u9069\u5f53\u306bMySQL\u30d8\u306e\u63a5\u7d9a\u3001json\u3067\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u3059\u308bphp\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308a\u3001AB\u5b9f\u884c\u3057\u307e\u3059\u3002
\n#\u3000AB\u30c6\u30b9\u30c8
\nab -n 100 -c 1 'http:\/\/localhost:8000\/testDBget.php'
\n#\u3000\u7d50\u679c(\u629c\u7c8b)
\nRequests per second: 1.62 [#\/sec] (mean)
\nTime per request: 618.267 [ms] (mean)
\nTime per request: 618.267 [ms] (mean, across all concurrent requests)
\nTransfer rate: 322.72 [Kbytes\/sec] received
\n<\/code>
\n\u6b21\u306bElasticsearch\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002
\n#\u3000AB\u30c6\u30b9\u30c8
\nab -n 100 -c 1 'http:\/\/localhost:9200\/jdbc\/_search?pretty=true'
\n#\u3000\u7d50\u679c(\u629c\u7c8b)
\nRequests per second: 1222.40 [#\/sec] (mean)
\nTime per request: 0.818 [ms] (mean)
\nTime per request: 0.818 [ms] (mean, across all concurrent requests)
\nTransfer rate: 45766.15 [Kbytes\/sec] received<\/code><\/p>\n

Time per request(\u540c\u6642\u5b9f\u884c\u3057\u305f\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5e73\u5747\u51e6\u7406\u6642\u9593)\u304c\u3001
\n\u30fbMySQL\uff1a618.267ms
\n\u30fbElasticsearch\uff1a0.818ms
\n\u305d\u306e\u5dee100\u500d\u4ee5\u4e0a\u3001\u5727\u5012\u7684\u306b\u51e6\u7406\u901f\u5ea6\u304c\u901f\u3044\u3067\u3059\u3002
\n\u5f53\u7136\u74b0\u5883\u306b\u4f9d\u5b58\u3059\u308b\u90e8\u5206\u304c\u3042\u3063\u305f\u308a\u3068\u304b\u3067\u6b63\u78ba\u306a\u6570\u5b57\u304b\u306f\u5fae\u5999\u3067\u3059\u304c\u3001\u9593\u9055\u3044\u306a\u304f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u9ad8\u3044\u3067\u3059\u3002<\/p>\n

\u25a0kibana(sense)\u3092\u4f7f\u3044\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba<\/h2>\n

kibana(sense)\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba\u5316\u3057\u307e\u3059\u3002
\n#kibana\u3001sense\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb
\nwget https:\/\/download.elastic.co\/kibana\/kibana\/kibana-4.3.1-darwin-x64.tar.gz
\nbin\/kibana plugin --install elastic\/sense
\n#kibana\u306e\u5b9f\u884c
\nkibana-4.3.1-darwin-x64\/bin\/kibana
\n<\/code>
\n\u203b\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u9023\u52d5\u3057\u3066\u3044\u306a\u3044\u3068\u52d5\u304b\u306a\u3044\u305f\u3081\u3001elasticsearch\u3068\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u95a2\u4fc2\u306f\u6ce8\u610f\u304c\u5fc5\u8981
\n\u3053\u308c\u306f\u9069\u5f53\u306b\u3044\u3058\u3063\u305f\u3060\u3051\u3067\u3059\u304c\u3001\u305d\u308c\u3063\u307d\u3044\u30b0\u30e9\u30d5\u304c\u51fa\u305b\u307e\u3057\u305f\u3002<\/p>\n

\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/a>\ufffc<\/p>\n

\u307e\u3068\u3081<\/h2>\n

\u307e\u3060\u307e\u3060\u5965\u304c\u6df1\u304f\u3001\u8abf\u6574\u3082\u3044\u308d\u3044\u308d\u5fc5\u8981\u305d\u3046\u3067\u3059\u304c\u3001\u5c0e\u5165\u3059\u308b\u3068\u975e\u5e38\u306b\u7834\u58ca\u529b\u306e\u3042\u308b\u30c4\u30fc\u30eb\u306b\u306a\u308b\u3068\u611f\u3058\u307e\u3057\u305f\u3002
\n\u7279\u306b\u4e00\u756a\u9a5a\u3044\u305f\u306e\u306f\u3001\u305d\u306e\u51e6\u7406\u901f\u5ea6\u3002
\n\u5927\u898f\u6a21\u306a\u30b7\u30b9\u30c6\u30e0\u306b\u306a\u3063\u305f\u5834\u5408\u3067\u3082\u3053\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u3048\u3070\u554f\u984c\u306a\u304f\u3055\u3070\u3051\u305d\u3046\u3067\u3059\u3002
\n\u4eca\u5f8c\u3082\u305c\u3072\u6d3b\u7528\u3057\u3066\u3044\u304d\u305f\u3044\u3067\u3059\u3002<\/p>\n

\u4ee5\u4e0b\u53c2\u8003\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n

‘http:\/\/dev.classmethod.jp\/server-side\/elasticsearch-getting-started-05\/
\n‘http:\/\/dev.classmethod.jp\/server-side\/elasticsearch-getting-started-06\/
\n‘http:\/\/dev.classmethod.jp\/server-side\/elasticsearch-getting-started-07\/
\n‘http:\/\/dev.classmethod.jp\/server-side\/elasticsearch-getting-started-08\/
\n‘https:\/\/www.ossnews.jp\/oss_info\/Elasticsearch
\n‘https:\/\/www.idcf.jp\/words\/schema.html<\/p>\n

\n
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<\/g:plusone><\/div>\n
\"\u3053\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u3092\u306f\u3066\u306a\u30d6\u30c3\u30af\u30de\u30fc\u30af\u306b\u8ffd\u52a0\"<\/a>