2019独角兽企业重金招聘Python工程师标准>>> 
ElasticSearch 6.x 学习笔记：4.IK分词器插件
标签： ElastaticSearch ik 中文分词
2018年01月06日 21:04:561456人阅读 评论(0) 收藏 举报
分类：
ElasticSearch学习笔记（40） 
版权声明：本文为博主原创文章，欢迎转载。 //blog.csdn.net/chengyuqiang/article/details/78991570
目录(?)[+]
4.1 elasticsearch-analysis-ik 6.1.1
（1）源码
https://github.com/medcl/elasticsearch-analysis-ik
（2）releases
https://github.com/medcl/elasticsearch-analysis-ik/releases
（3）复制zip地址
https://github.com/medcl/elasticsearch-analysis-ik/releases/download/v6.1.1/elasticsearch-analysis-ik-6.1.1.zip
4.2 安装插件
（1）elasticsearch-plugin
[es@node1 elasticsearch-6.1.1]$ bin/elasticsearch-plugin install https://github.com/medcl/elasticsearch-analysis-ik/releases/download/v6.1.1/elasticsearch-analysis-ik-6.1.1.zip
-> Downloading https://github.com/medcl/elasticsearch-analysis-ik/releases/download/v6.1.1/elasticsearch-analysis-ik-6.1.1.zip
[=================================================] 100%
-> Installed analysis-ik
[es@node1 elasticsearch-6.1.1]$ ll plugins/
total 0
drwxr-xr-x 2 es es 199 Jan 7 08:52 analysis-ik
[es@node1 elasticsearch-6.1.1]$ - 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
（2）查看目录
[es@node1 elasticsearch-6.1.1]$ ll plugins/analysis-ik/
total 1420
-rw-r--r-- 1 es es 263965 Jan 7 08:52 commons-codec-1.9.jar
-rw-r--r-- 1 es es 61829 Jan 7 08:52 commons-logging-1.2.jar
-rw-r--r-- 1 es es 51658 Jan 7 08:52 elasticsearch-analysis-ik-6.1.1.jar
-rw-r--r-- 1 es es 736658 Jan 7 08:52 httpclient-4.5.2.jar
-rw-r--r-- 1 es es 326724 Jan 7 08:52 httpcore-4.4.4.jar
-rw-r--r-- 1 es es 2666 Jan 7 08:52 plugin-descriptor.properties
[es@node1 elasticsearch-6.1.1]$
- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
4.3 重启elasticsearch
[es@node1 elasticsearch-6.1.1]$ bin/elasticsearch
[2018-01-07T09:01:17,283][INFO ][o.e.n.Node ] [] initializing ...
[2018-01-07T09:01:17,421][INFO ][o.e.e.NodeEnvironment ] [cNWkQjt] using [1] data paths, mounts [[/ (rootfs)]], net usable_space [14.3gb], net total_space [21.9gb], types [rootfs]
[2018-01-07T09:01:17,422][INFO ][o.e.e.NodeEnvironment ] [cNWkQjt] heap size [1007.3mb], compressed ordinary object pointers [true]
[2018-01-07T09:01:17,484][INFO ][o.e.n.Node ] node name [cNWkQjt] derived from node ID [cNWkQjt9SzKFNtyx8IIu-A]; set [node.name] to override
[2018-01-07T09:01:17,484][INFO ][o.e.n.Node ] version[6.1.1], pid[3445], build[bd92e7f/2017-12-17T20:23:25.338Z], OS[Linux/3.10.0-514.el7.x86_64/amd64], JVM[Oracle Corporation/Java HotSpot(TM) 64-Bit Server VM/1.8.0_112/25.112-b15]
[2018-01-07T09:01:17,485][INFO ][o.e.n.Node ] JVM arguments [-Xms1g, -Xmx1g, -XX:+UseConcMarkSweepGC, -XX:CMSInitiatingOccupancyFraction=75, -XX:+UseCMSInitiatingOccupancyOnly, -XX:+AlwaysPreTouch, -Xss1m, -Djava.awt.headless=true, -Dfile.encoding=UTF-8, -Djna.nosys=true, -XX:-OmitStackTraceInFastThrow, -Dio.netty.noUnsafe=true, -Dio.netty.noKeySetOptimization=true, -Dio.netty.recycler.maxCapacityPerThread=0, -Dlog4j.shutdownHookEnabled=false, -Dlog4j2.disable.jmx=true, -XX:+HeapDumpOnOutOfMemoryError, -Des.path.home=/opt/elasticsearch-6.1.1, -Des.path.conf=/opt/elasticsearch-6.1.1/config]
[2018-01-07T09:01:19,000][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [aggs-matrix-stats]
[2018-01-07T09:01:19,000][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [analysis-common]
[2018-01-07T09:01:19,000][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [ingest-common]
[2018-01-07T09:01:19,001][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [lang-expression]
[2018-01-07T09:01:19,001][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [lang-mustache]
[2018-01-07T09:01:19,001][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [lang-painless]
[2018-01-07T09:01:19,001][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [mapper-extras]
[2018-01-07T09:01:19,001][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [parent-join]
[2018-01-07T09:01:19,002][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [percolator]
[2018-01-07T09:01:19,002][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [reindex]
[2018-01-07T09:01:19,002][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [repository-url]
[2018-01-07T09:01:19,002][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [transport-netty4]
[2018-01-07T09:01:19,002][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [tribe]
[2018-01-07T09:01:19,003][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded plugin [analysis-ik]
[2018-01-07T09:01:21,678][INFO ][o.e.d.DiscoveryModule ] [cNWkQjt] using discovery type [zen]
[2018-01-07T09:01:22,567][INFO ][o.e.n.Node ] initialized
[2018-01-07T09:01:22,568][INFO ][o.e.n.Node ] [cNWkQjt] starting ...
[2018-01-07T09:01:22,803][INFO ][o.e.t.TransportService ] [cNWkQjt] publish_address {192.168.80.131:9300}, bound_addresses {192.168.80.131:9300}
[2018-01-07T09:01:22,837][INFO ][o.e.b.BootstrapChecks ] [cNWkQjt] bound or publishing to a non-loopback or non-link-local address, enforcing bootstrap checks
[2018-01-07T09:01:25,940][INFO ][o.e.c.s.MasterService ] [cNWkQjt] zen-disco-elected-as-master ([0] nodes joined), reason: new_master {cNWkQjt}{cNWkQjt9SzKFNtyx8IIu-A}{Xvho5gpPTuavakz227C_uA}{192.168.80.131}{192.168.80.131:9300}
[2018-01-07T09:01:25,949][INFO ][o.e.c.s.ClusterApplierService] [cNWkQjt] new_master {cNWkQjt}{cNWkQjt9SzKFNtyx8IIu-A}{Xvho5gpPTuavakz227C_uA}{192.168.80.131}{192.168.80.131:9300}, reason: apply cluster state (from master [master {cNWkQjt}{cNWkQjt9SzKFNtyx8IIu-A}{Xvho5gpPTuavakz227C_uA}{192.168.80.131}{192.168.80.131:9300} committed version [1] source [zen-disco-elected-as-master ([0] nodes joined)]])
[2018-01-07T09:01:25,993][INFO ][o.e.h.n.Netty4HttpServerTransport] [cNWkQjt] publish_address {192.168.80.131:9200}, bound_addresses {192.168.80.131:9200}
[2018-01-07T09:01:25,993][INFO ][o.e.n.Node ] [cNWkQjt] started
[2018-01-07T09:01:26,077][INFO ][o.w.a.d.Monitor ] try load config from /opt/elasticsearch-6.1.1/config/analysis-ik/IKAnalyzer.cfg.xml
[2018-01-07T09:01:26,799][INFO ][o.e.g.GatewayService ] [cNWkQjt] recovered [2] indices into cluster_state
[2018-01-07T09:01:27,526][INFO ][o.e.c.r.a.AllocationService] [cNWkQjt] Cluster health status changed from [RED] to [YELLOW] (reason: [shards started [[test][2], [test][0]] ...]).- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
- 17
- 18
- 19
- 20
- 21
- 22
- 23
- 24
- 25
- 26
- 27
- 28
- 29
- 30
- 31
- 32
- 33
4.3 测试IK中文分词器的基本功能
（1）ik_smart
其中pretty本意”漂亮的”，表示以美观的形式打印出JSON格式响应。
GET _analyze?pretty
{
"analyzer": "ik_smart",
"text":"安徽省长江流域"
}- 1
- 2
- 3
- 4
- 5
分词结果
{
"tokens": [
{
"token": "安徽省",
"start_offset": 0,
"end_offset": 3,
"type": "CN_WORD",
"position": 0
},
{
"token": "长江流域",
"start_offset": 3,
"end_offset": 7,
"type": "CN_WORD",
"position": 1
}
]
}- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
- 17
- 18
（2）ik_max_word
GET _analyze?pretty
{
"analyzer": "ik_max_word",
"text":"安徽省长江流域"
}- 1
- 2
- 3
- 4
- 5
分词结果
{
"tokens": [
{
"token": "安徽省",
"start_offset": 0,
"end_offset": 3,
"type": "CN_WORD",
"position": 0
},
{
"token": "安徽",
"start_offset": 0,
"end_offset": 2,
"type": "CN_WORD",
"position": 1
},
{
"token": "省长",
"start_offset": 2,
"end_offset": 4,
"type": "CN_WORD",
"position": 2
},
{
"token": "长江流域",
"start_offset": 3,
"end_offset": 7,
"type": "CN_WORD",
"position": 3
},
{
"token": "长江",
"start_offset": 3,
"end_offset": 5,
"type": "CN_WORD",
"position": 4
},
{
"token": "江流",
"start_offset": 4,
"end_offset": 6,
"type": "CN_WORD",
"position": 5
},
{
"token": "流域",
"start_offset": 5,
"end_offset": 7,
"type": "CN_WORD",
"position": 6
}
]
}- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
- 17
- 18
- 19
- 20
- 21
- 22
- 23
- 24
- 25
- 26
- 27
- 28
- 29
- 30
- 31
- 32
- 33
- 34
- 35
- 36
- 37
- 38
- 39
- 40
- 41
- 42
- 43
- 44
- 45
- 46
- 47
- 48
- 49
- 50
- 51
- 52
- 53
（3）新词
GET _analyze?pretty
{
"analyzer": "ik_smart",
"text": "王者荣耀"
}- 1
- 2
- 3
- 4
- 5
分词结果
{
"tokens": [
{
"token": "王者",
"start_offset": 0,
"end_offset": 2,
"type": "CN_WORD",
"position": 0
},
{
"token": "荣耀",
"start_offset": 2,
"end_offset": 4,
"type": "CN_WORD",
"position": 1
}
]
}- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
- 17
- 18
4.4 扩展字典
（1）查看已有词典
[es@node1 analysis-ik]$ pwd
/opt/elasticsearch-6.1.1/config/analysis-ik
[es@node1 analysis-ik]$ ll
total 8260
-rw-rw---- 1 es bigdata 5225922 Jan 7 08:52 extra_main.dic
-rw-rw---- 1 es bigdata 63188 Jan 7 08:52 extra_single_word.dic
-rw-rw---- 1 es bigdata 63188 Jan 7 08:52 extra_single_word_full.dic
-rw-rw---- 1 es bigdata 10855 Jan 7 08:52 extra_single_word_low_freq.dic
-rw-rw---- 1 es bigdata 156 Jan 7 08:52 extra_stopword.dic
-rw-rw---- 1 es bigdata 625 Jan 7 08:52 IKAnalyzer.cfg.xml
-rw-rw---- 1 es bigdata 3058510 Jan 7 08:52 main.dic
-rw-rw---- 1 es bigdata 123 Jan 7 08:52 preposition.dic
-rw-rw---- 1 es bigdata 1824 Jan 7 08:52 quantifier.dic
-rw-rw---- 1 es bigdata 164 Jan 7 08:52 stopword.dic
-rw-rw---- 1 es bigdata 192 Jan 7 08:52 suffix.dic
-rw-rw---- 1 es bigdata 752 Jan 7 08:52 surname.dic
[es@node1 analysis-ik]$- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
- 17
（2）自定义词典
[es@node1 analysis-ik]$ mkdir custom
[es@node1 analysis-ik]$ vi custom/new_word.dic
[es@node1 analysis-ik]$ cat custom/new_word.dic
老铁
王者荣耀
洪荒之力
共有产权房
一带一路
[es@node1 analysis-ik]$ - 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
（3）更新配置
[es@node1 analysis-ik]$ vi IKAnalyzer.cfg.xml
[es@node1 analysis-ik]$ cat IKAnalyzer.cfg.xml
IK Analyzer 扩展配置
custom/new_word.dic
[es@node1 analysis-ik]$- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
（4）重启elasticsearch
[es@node1 elasticsearch-6.1.1]$ bin/elasticsearch
[2018-01-07T10:00:23,032][INFO ][o.e.n.Node ] [] initializing ...
[2018-01-07T10:00:23,170][INFO ][o.e.e.NodeEnvironment ] [cNWkQjt] using [1] data paths, mounts [[/ (rootfs)]], net usable_space [14.3gb], net total_space [21.9gb], types [rootfs]
[2018-01-07T10:00:23,171][INFO ][o.e.e.NodeEnvironment ] [cNWkQjt] heap size [1007.3mb], compressed ordinary object pointers [true]
[2018-01-07T10:00:23,209][INFO ][o.e.n.Node ] node name [cNWkQjt] derived from node ID [cNWkQjt9SzKFNtyx8IIu-A]; set [node.name] to override
[2018-01-07T10:00:23,210][INFO ][o.e.n.Node ] version[6.1.1], pid[3574], build[bd92e7f/2017-12-17T20:23:25.338Z], OS[Linux/3.10.0-514.el7.x86_64/amd64], JVM[Oracle Corporation/Java HotSpot(TM) 64-Bit Server VM/1.8.0_112/25.112-b15]
[2018-01-07T10:00:23,210][INFO ][o.e.n.Node ] JVM arguments [-Xms1g, -Xmx1g, -XX:+UseConcMarkSweepGC, -XX:CMSInitiatingOccupancyFraction=75, -XX:+UseCMSInitiatingOccupancyOnly, -XX:+AlwaysPreTouch, -Xss1m, -Djava.awt.headless=true, -Dfile.encoding=UTF-8, -Djna.nosys=true, -XX:-OmitStackTraceInFastThrow, -Dio.netty.noUnsafe=true, -Dio.netty.noKeySetOptimization=true, -Dio.netty.recycler.maxCapacityPerThread=0, -Dlog4j.shutdownHookEnabled=false, -Dlog4j2.disable.jmx=true, -XX:+HeapDumpOnOutOfMemoryError, -Des.path.home=/opt/elasticsearch-6.1.1, -Des.path.conf=/opt/elasticsearch-6.1.1/config]
[2018-01-07T10:00:24,717][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [aggs-matrix-stats]
[2018-01-07T10:00:24,717][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [analysis-common]
[2018-01-07T10:00:24,718][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [ingest-common]
[2018-01-07T10:00:24,718][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [lang-expression]
[2018-01-07T10:00:24,718][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [lang-mustache]
[2018-01-07T10:00:24,718][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [lang-painless]
[2018-01-07T10:00:24,718][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [mapper-extras]
[2018-01-07T10:00:24,719][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [parent-join]
[2018-01-07T10:00:24,719][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [percolator]
[2018-01-07T10:00:24,719][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [reindex]
[2018-01-07T10:00:24,719][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [repository-url]
[2018-01-07T10:00:24,719][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [transport-netty4]
[2018-01-07T10:00:24,720][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded module [tribe]
[2018-01-07T10:00:24,720][INFO ][o.e.p.PluginsService ] [cNWkQjt] loaded plugin [analysis-ik]
[2018-01-07T10:00:27,866][INFO ][o.e.d.DiscoveryModule ] [cNWkQjt] using discovery type [zen]
[2018-01-07T10:00:28,794][INFO ][o.e.n.Node ] initialized
[2018-01-07T10:00:28,795][INFO ][o.e.n.Node ] [cNWkQjt] starting ...
[2018-01-07T10:00:29,047][INFO ][o.e.t.TransportService ] [cNWkQjt] publish_address {192.168.80.131:9300}, bound_addresses {192.168.80.131:9300}
[2018-01-07T10:00:29,093][INFO ][o.e.b.BootstrapChecks ] [cNWkQjt] bound or publishing to a non-loopback or non-link-local address, enforcing bootstrap checks
[2018-01-07T10:00:32,210][INFO ][o.e.c.s.MasterService ] [cNWkQjt] zen-disco-elected-as-master ([0] nodes joined), reason: new_master {cNWkQjt}{cNWkQjt9SzKFNtyx8IIu-A}{N6t0NiDmQp2vlrbx-FtcUQ}{192.168.80.131}{192.168.80.131:9300}
[2018-01-07T10:00:32,217][INFO ][o.e.c.s.ClusterApplierService] [cNWkQjt] new_master {cNWkQjt}{cNWkQjt9SzKFNtyx8IIu-A}{N6t0NiDmQp2vlrbx-FtcUQ}{192.168.80.131}{192.168.80.131:9300}, reason: apply cluster state (from master [master {cNWkQjt}{cNWkQjt9SzKFNtyx8IIu-A}{N6t0NiDmQp2vlrbx-FtcUQ}{192.168.80.131}{192.168.80.131:9300} committed version [1] source [zen-disco-elected-as-master ([0] nodes joined)]])
[2018-01-07T10:00:32,285][INFO ][o.e.h.n.Netty4HttpServerTransport] [cNWkQjt] publish_address {192.168.80.131:9200}, bound_addresses {192.168.80.131:9200}
[2018-01-07T10:00:32,286][INFO ][o.e.n.Node ] [cNWkQjt] started
[2018-01-07T10:00:32,326][INFO ][o.w.a.d.Monitor ] try load config from /opt/elasticsearch-6.1.1/config/analysis-ik/IKAnalyzer.cfg.xml
[2018-01-07T10:00:32,905][INFO ][o.w.a.d.Monitor ] [Dict Loading] custom/new_word.dic
[2018-01-07T10:00:33,279][INFO ][o.e.g.GatewayService ] [cNWkQjt] recovered [2] indices into cluster_state
[2018-01-07T10:00:34,092][INFO ][o.e.c.r.a.AllocationService] [cNWkQjt] Cluster health status changed from [RED] to [YELLOW] (reason: [shards started [[test][3]] ...]).
- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
- 17
- 18
- 19
- 20
- 21
- 22
- 23
- 24
- 25
- 26
- 27
- 28
- 29
- 30
- 31
- 32
- 33
- 34
- 35
从输出信息中可以看到
[Dict Loading] custom/new_word.dic- 1
说明自定义词典已经加载了。
（5）重启Kibana
重启Kibana后，从新执行下面命令
GET _analyze?pretty
{
"analyzer": "ik_smart",
"text":"王者荣耀"
}- 1
- 2
- 3
- 4
- 5
分词结果
{
"tokens": [
{
"token": "王者荣耀",
"start_offset": 0,
"end_offset": 4,
"type": "CN_WORD",
"position": 0
}
]
}- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 上一篇 ElasticSearch 6.x 学习笔记：3.Kibana插件
- 下一篇 ElasticSearch 6.x 学习笔记：5.核心概念解读