7、Spring Boot检索

发布时间：2020-12-15 01:15:24 所属栏目：大数据来源：网络整理

导读：1.ElasticSearch简介 ??Elasticsearch是一个分布式搜索服务，提供Restful API，底层基于Lucene，采用多shard（分片）的方式保证数据安全，并且提供自动resharding的功能，github等大型的站点也是采用了ElasticSearch作为其搜索服务。 ?? 我们经常需要添加检

1.ElasticSearch简介

??Elasticsearch是一个分布式搜索服务，提供Restful API，底层基于Lucene，采用多shard（分片）的方式保证数据安全，并且提供自动resharding的功能，github等大型的站点也是采用了ElasticSearch作为其搜索服务。

??我们经常需要添加检索功能，开源的?ElasticSearch?是目前全文搜索引擎的首选。因为它可以快速的存储、搜索和分析海量数据。Spring Boot通过整合Spring Data ElasticSearch为我们提供了非常便捷的检索功能支持。

2.ElasticSearch概念 ?

3.ElasticSearch搭建

(1).docker搭建ElasticSearch

??在docker上搭建ElasticSearch环境

[root@hosystem ~]# docker search elasticsearch

NAME ????????????????????????????????DESCRIPTION ????????????????????????????????????STARS ??????????????OFFICIAL ???????????AUTOMATED

elasticsearch ???????????????????????Elasticsearch is a powerful open source sear… ??4675 ???????????????[OK] ???????????????

[root@hosystem ~]# docker pull elasticsearch:6.8.4

6.8.4: Pulling from library/elasticsearch

d8d02d457314: Pull complete

d3dfcf2fdd68: Pull complete

c8ffe81b87d5: Pull complete

3fdfbe1a7641: Pull complete

dba32acd6977: Pull complete

cf006e61e0b6: Pull complete

a9425533f3f3: Pull complete

Digest: sha256:f4be4f53677e009df3db81f3f6a98908040968bd9a27bdfdf936c651d78e0319

Status: Downloaded newer image for elasticsearch:6.8.4

docker.io/library/elasticsearch:6.8.4

[root@hosystem ~]# docker images

REPOSITORY ?????????TAG ????????????????IMAGE ID ???????????CREATED ????????????SIZE

redis ??????????????latest ?????????????62f1d3402b78 ???????5 days ago ?????????104MB

rabbitmq ???????????3-management ???????68898be27496 ???????4 weeks ago ????????186MB

rabbitmq ???????????latest ?????????????ea2bf0a30abf ???????4 weeks ago ????????156MB

hello-world ????????latest ?????????????bf756fb1ae65 ???????10 months ago ??????13.3kB

elasticsearch ??????6.8.4 ??????????????25476914cc66 ???????12 months ago ??????955MB

注：若出现manifest for elasticsearch:latest not found: manifest unknown: manifest unknown问题；

只需要指定版本号即可 elasticsearch:latest

(2).启动ElasticSearch

??启动ElasticSearch的时候我们需要指定内存大小，否则会出现错误.

??由于elasticsearch默认分配jvm空间大小为2g，内存不足分配导致错误.max virtual memory areas vm.max_count(65530) is too low...

[root@hosystem ~]# docker images

REPOSITORY ?????????TAG ????????????????IMAGE ID ???????????CREATED ????????????SIZE

redis ??????????????latest ?????????????62f1d3402b78 ???????5 days ago ?????????104MB

rabbitmq ???????????3-management ???????68898be27496 ???????4 weeks ago ????????186MB

rabbitmq ???????????latest ?????????????ea2bf0a30abf ???????4 weeks ago ????????156MB

hello-world ????????latest ?????????????bf756fb1ae65 ???????10 months ago ??????13.3kB

elasticsearch ??????6.8.4 ??????????????25476914cc66 ???????12 months ago ??????955MB

[root@hosystem ~]# docker run -e ?ES_JAVA_OPTS="-Xms256m -Xmx256m" -d -p 9200:9200 -p 9300:9300 --name ES01 25476914cc66

6c91eee08c02a2c3eeda3264d215c73678518881011dc494c121dc4fb658ed06

[root@hosystem ~]# docker ps

CONTAINER ID ???????IMAGE ??????????????????COMMAND ?????????????????CREATED ????????????STATUS ?????????????PORTS ????????????????????????????????????????????????????????????????????????????????????????????????????????NAMES

6c91eee08c02 ???????25476914cc66 ???????????"/usr/local/bin/dock…" ??10 seconds ago ?????Up 7 seconds ???????0.0.0.0:9200->9200/tcp,0.0.0.0:9300->9300/tcp ???????????????????????????????????????????????????????????????ES01

(3).访问ElasticSearch管理界面

[1].防火墙设置

??如果访问出现我们需要检查下是否配置成功，启动是否成功。还有就是防火墙是否已经配置可允许通过9200端口.

[root@hosystem ~]# firewall-cmd --zone=public --add-port=9200/tcp --permanent

[2].vm.max_map_count

[root@hosystem ~]#?docker ps -a

CONTAINER ID ???????IMAGE ??????????????????COMMAND ?????????????????CREATED ?????????????STATUS ??????????????????????PORTS ????????????????????????????????????????????????????????????????????????????????????????????????????????NAMES

7ed1a0faa39a ???????25476914cc66 ???????????"/usr/local/bin/dock…" ??About a minute ago ??Exited (78) 55 seconds ago ????????????????????????????????????????????????????????????????????????????????????????????????????????????????ES01

[root@hosystem ~]# docker logs -f -t --tail 10 7ed1a0faa39a

#内存不足 https://blog.csdn.net/qq_34756221/article/details/105550037

2020-11-02T14:58:05.423337218Z [1]: max virtual memory areas vm.max_map_count [65530] is too low,increase to at least [262144]

2020-11-02T14:58:05.502461403Z [2020-11-02T14:58:05,497][INFO ][o.e.n.Node ??????????????] [5KFPGEX] closed

2020-11-02T14:58:05.506628526Z [2020-11-02T14:58:05,506][INFO ][o.e.x.m.p.NativeController] [5KFPGEX] Native controller process has stopped - no new native processes can be started

4.ElasticSearch使用

??官方文档：https://www.elastic.co/guide/index.html

(1).下载postmanCanary

(2).创建数据

??通过postman的put请求增加员工数据

PUT /megacorp/employee/1

{

????"first_name" : "John",

????"last_name" : ?"Smith",

????"age" : ???????25,

????"about" : ?????"I love to go rock climbing",

????"interests": [ "sports","music" ]

}

PUT /megacorp/employee/2

{

????"first_name" : ?"Jane",

????"last_name" : ??"Smith",

????"age" : ????????32,

????"about" : ??????"I like to collect rock albums",

????"interests": ?[ "music" ]

}

PUT /megacorp/employee/3

{

????"first_name" : ?"Douglas",

????"last_name" : ??"Fir",

????"age" : ????????35,

????"about": ???????"I like to build cabinets",

????"interests": ?[ "forestry" ]

}

(3).检索文档

?

??将 HTTP 命令由 PUT 改为 GET 可以用来检索文档，同样的，可以使用 DELETE 命令来删除文档，以及使用 HEAD 指令来检查文档是否存在。如果想更新已存在的文档，只需再次 PUT .

[1].获取员工

??使用GET请求

[2].检验员工是否存在

??使用HEAD请求

(4).轻量搜索

[1].搜索所有雇员

GET /megacorp/employee/_search

[2].搜索姓氏为Smith的雇员

GET /megacorp/employee/_search?q=last_name:Smith

(5).查询表达式

参考文档：

https://www.elastic.co/guide/index.html

https://www.elastic.co/guide/cn/elasticsearch/guide/current/index.html

（编辑：李大同）

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