elasticsearch中文分词器的安装和体验

本文涉及的产品
检索分析服务 Elasticsearch 版,2核4GB开发者规格 1个月
简介:

因为本人使用的elasticsearch的版本为5.2.1,相对应的中文分词器的下载地址为https://github.com/medcl/elasticsearch-analysis-ik/tree/v5.2.1.(请根据自己使用版本的不同进行下载)

安装其实挺简单,编译后解压缩到elasticsearch的安装目录,以下是我的安装目录.

unzip -d /usr/local/elasticsearch/plugins/ik/ elasticsearch-analysis-ik-5.2.1.zip

然后重启elasticsearch.

我们还是插入四条数据,检索全部如下

http://192.168.5.182:9200/ecommerce/toothpaste/_search

{

"took": 123,
"timed_out": false,
"_shards": {
    "total": 5,
    "successful": 5,
    "failed": 0
},
"hits": {
    "total": 4,
    "max_score": 1,
    "hits": [
        {
            "_index": "ecommerce",
            "_type": "toothpaste",
            "_id": "2",
            "_score": 1,
            "_source": {
                "name": "佳洁士牙膏",
                "desc": "有效防蛀",
                "price": 25,
                "producer": "佳洁士生产商",
                "tags": [
                    "防蛀"
                ]
            }
        },
        {
            "_index": "ecommerce",
            "_type": "toothpaste",
            "_id": "4",
            "_score": 1,
            "_source": {
                "name": "特别牙膏",
                "desc": "特别美白",
                "price": 50,
                "producer": "特别牙膏生产商",
                "tags": [
                    "美白",
                    "防蛀"
                ]
            }
        },
        {
            "_index": "ecommerce",
            "_type": "toothpaste",
            "_id": "1",
            "_score": 1,
            "_source": {
                "name": "高露洁牙膏",
                "desc": "高效美白",
                "price": 30,
                "producer": "高露洁生产商",
                "tags": [
                    "美白",
                    "防蛀"
                ]
            }
        },
        {
            "_index": "ecommerce",
            "_type": "toothpaste",
            "_id": "3",
            "_score": 1,
            "_source": {
                "name": "中华牙膏",
                "desc": "草本植物",
                "price": 40,
                "producer": "中华生产商",
                "tags": [
                    "清新"
                ]
            }
        }
    ]
}

}

全文检索

[root@host2 bin]# curl -XGET 'http://192.168.5.182:9200/ecommerce/toothpaste/_search' -d'

{

"query":{
     "match":{
          "producer":"牙膏生产商"
     }
}

}'
{"took":76,"timed_out":false,"_shards":{"total":5,"successful":5,"failed":0},"hits":{"total":4,"max_score":3.6265414,"hits":[{"_index":"ecommerce","_type":"toothpaste","_id":"4","_score":3.6265414,"_source":{

"name":"特别牙膏",
"desc":"特别美白",
"price":50,
"producer":"特别牙膏生产商",
"tags":["美白","防蛀"]

}},{"_index":"ecommerce","_type":"toothpaste","_id":"3","_score":1.7306128,"_source":{

"name":"中华牙膏",
"desc":"草本植物",
"price":40,
"producer":"中华生产商",
"tags":["清新"]

}},{"_index":"ecommerce","_type":"toothpaste","_id":"2","_score":1.6805282,"_source":{

"name":"佳洁士牙膏",
"desc":"有效防蛀",
"price":25,
"producer":"佳洁士生产商",
"tags":["防蛀"]

}},{"_index":"ecommerce","_type":"toothpaste","_id":"1","_score":1.5775073,"_source":{

"name":"高露洁牙膏",
"desc":"高效美白",
"price":30,
"producer":"高露洁生产商",
"tags":["美白","防蛀"]

}}]}}

根据以上结果可以看出,中文分词检索成功,所有有生产商的都会被检索出来,而由"牙膏生产商"检索出的特别牙膏生产商排第一,为最为匹配的.

相关实践学习
使用阿里云Elasticsearch体验信息检索加速
通过创建登录阿里云Elasticsearch集群,使用DataWorks将MySQL数据同步至Elasticsearch,体验多条件检索效果,简单展示数据同步和信息检索加速的过程和操作。
ElasticSearch 入门精讲
ElasticSearch是一个开源的、基于Lucene的、分布式、高扩展、高实时的搜索与数据分析引擎。根据DB-Engines的排名显示,Elasticsearch是最受欢迎的企业搜索引擎,其次是Apache Solr(也是基于Lucene)。 ElasticSearch的实现原理主要分为以下几个步骤: 用户将数据提交到Elastic Search 数据库中 通过分词控制器去将对应的语句分词,将其权重和分词结果一并存入数据 当用户搜索数据时候,再根据权重将结果排名、打分 将返回结果呈现给用户 Elasticsearch可以用于搜索各种文档。它提供可扩展的搜索,具有接近实时的搜索,并支持多租户。
相关文章
|
17天前
|
Java Maven 开发工具
【ElasticSearch 】IK 分词器安装
【ElasticSearch 】IK 分词器安装
23 1
|
1月前
|
数据可视化 索引
elasticsearch head、kibana 安装和使用
elasticsearch head、kibana 安装和使用
|
1月前
|
Java Windows
windows下 安装 Elasticsearch报错warning: usage of JAVA_HOME is deprecated, use ES_JAVA_HOME
windows下 安装 Elasticsearch报错warning: usage of JAVA_HOME is deprecated, use ES_JAVA_HOME
42 0
|
1月前
|
搜索推荐 Java 大数据
ElasticSearch安装
ElasticSearch安装
|
1月前
|
JSON Unix Linux
Elasticsearch如何安装
Elasticsearch如何安装
|
17天前
|
存储 数据可视化 数据挖掘
【ElasticSearch】ElasticSearch安装
【ElasticSearch】ElasticSearch安装
27 2
|
2天前
|
JavaScript Windows
window安装配置ElasticSearch
window安装配置ElasticSearch
|
14天前
|
存储 安全 数据管理
【专栏】指导在Rocky Linux 8上安装配置Elasticsearch,包括添加仓库等
【4月更文挑战第28天】本文指导在Rocky Linux 8上安装配置Elasticsearch,包括添加仓库,运行`yum install elasticsearch`进行安装,修改配置文件如`cluster.name`和`network.host`,启动服务并验证其正常运行。同时,文章提及了内存、文件描述符设置及安全配置,并列出常见问题及解决方法,帮助用户成功搭建Elasticsearch。
|
17天前
|
自然语言处理 Java Maven
【ElasticSearch】分词器(ElasticSearchIK分词器)
【ElasticSearch】分词器(ElasticSearchIK分词器)
21 1
|
23天前
|
Linux
ElasticSearch的安装(Linux版)
ElasticSearch的安装(Linux版)
15 0