ElasticSearch2:集群安装
0、Linux系统参数设置
Linux进程数系统限制查看
[root@ip101 config]# sysctl kernel.pid_max
kernel.pid_max = 131072
[root@ip101 config]#
修改这个值的方法
在/etc/sysctl.conf中添加kernel.pid_max = 65535
# vim /etc/sysctl.conf
kernel.pid_max = 65535
1、ELK
Elasticsearch:用于存储收集到的日志信息；
Logstash:用于收集日志，SpringBoot应用整合了Logstash以后会把日志发送给Logstash,Logstash再把日志转发给Elasticsearch；
Kibana:通过Web端的可视化界面来查看日志。
2、安装
2.1 ElasticSearch
1）下载
2）解压安装
3）创建一个es启动用户，因为不能用root来启动,这里就建一个叫'elastic'的用户
4) 改变elasticsearch文件夹所有者到创建的elsatic用户
chown -R elastic:elastic elasticsearch-7.4.1/
5)用root用户，编辑limits.conf配置文件，修改用户最大可创建文件数，因为可创文件数太小的话es启动不了
vim /etc/security/limits.conf
#添加以下配置
elastic hard nofile 65536
elastic soft nofile 65536
* soft nproc 65536
* hard nproc 65536
6)用root用户，修改配置文件sysctl.conf文件，调大最大虚拟内存，因为虚拟内存太小的话es也启动不了
vim /etc/sysctl.conf
#添加
vm.max_map_count=655360
#因为默认vm.max_map_count=65530，因此缺省配置下，单个jvm能开启的最大线程数为其一半，即3w左右，大概32k的量
#添加完成后必须执行以下命令配置才可生效
#sysctl -p
- 然后进入es文件夹，修改config/elasticsearch.yml配置文件
network.host: 0.0.0.0
- 切换到elastic用户下就可以启动了（ es7要使用jdk11）
su elastic
#进到es的bin目录下
cd elasticsearch-7.4.1/bin
./elsticsearch
#即可启动。
#要想放到后台进程启动，就用
./elsticsearch -d
9)访问 http://192.168.8.101:9200
{
"name" : "ip101",
"cluster_name" : "elasticsearch",
"cluster_uuid" : "_na_",
"version" : {
"number" : "7.4.1",
"build_flavor" : "default",
"build_type" : "tar",
"build_hash" : "fc0eeb6e2c25915d63d871d344e3d0b45ea0ea1e",
"build_date" : "2019-10-22T17:16:35.176724Z",
"build_snapshot" : false,
"lucene_version" : "8.2.0",
"minimum_wire_compatibility_version" : "6.8.0",
"minimum_index_compatibility_version" : "6.0.0-beta1"
},
"tagline" : "You Know, for Search"
}
10)集群方式安装
cluster.name: escluster
node.name: ip101 #node.name: node-2#node.name: node-3
node.master: true
node.data: true
network.host: 0.0.0.0
http.port: 9200
transport.tcp.port: 9300
#Elasticsearch7新增参数，写入候选主节点的设备地址，来开启服务时就可以被选为主节点,由discovery.zen.ping.unicast.hosts:参数改变而来
discovery.seed_hosts: ["ip101","ip102","ip103"]
#Elasticsearch7新增参数，写入候选主节点的设备地址，来开启服务时就可以被选为主节点
cluster.initial_master_nodes: ["ip101"]
#ES7后参数被废弃
#discovery.zen.ping.unicast.hosts: ["192.168.8.101:9300", "192.168.8.102:9300", "192.168.8.103:9300"]
http.cors.enabled: true
http.cors.allow-origin: "*"
11) 启动
首先启动master, ip101
bin/elasticsearch
[2019-11-11T20:07:49,701][INFO ][o.e.p.PluginsService ] [ip101] no plugins loaded
[2019-11-11T20:07:58,140][INFO ][o.e.x.s.a.s.FileRolesStore] [ip101] parsed [0] roles from file [/opt/app/elasticsearch-7.4.1/config/roles.yml]
[2019-11-11T20:08:00,499][INFO ][o.e.x.m.p.l.CppLogMessageHandler] [ip101] [controller/1292] [Main.cc@110] controller (64 bit): Version 7.4.1 (Build 973380bdacc5e8) Copyright (c) 2019 Elasticsearch BV
[2019-11-11T20:08:01,717][DEBUG][o.e.a.ActionModule ] [ip101] Using REST wrapper from plugin org.elasticsearch.xpack.security.Security
[2019-11-11T20:08:02,981][INFO ][o.e.d.DiscoveryModule ] [ip101] using discovery type [zen] and seed hosts providers [settings]
[2019-11-11T20:08:05,568][INFO ][o.e.n.Node ] [ip101] initialized
[2019-11-11T20:08:05,569][INFO ][o.e.n.Node ] [ip101] starting ...
[2019-11-11T20:08:05,899][INFO ][o.e.t.TransportService ] [ip101] publish_address {192.168.8.101:9300}, bound_addresses {[::]:9300}
[2019-11-11T20:08:05,911][INFO ][o.e.b.BootstrapChecks ] [ip101] bound or publishing to a non-loopback address, enforcing bootstrap checks
[2019-11-11T20:08:05,963][INFO ][o.e.c.c.Coordinator ] [ip101] cluster UUID [frwwuxfNSGaQbSpZ4IUZsw]
[2019-11-11T20:08:15,990][WARN ][o.e.c.c.ClusterFormationFailureHelper] [ip101] master not discovered or elected yet, an election requires at least 2 nodes with ids from [RSC4lA2WRkStPdLtbjATYA, G6JuifsbRh2gQ18Ze5avTg, Kln4qU2iTG-fFzod-eSzzw], have discovered [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] which is not a quorum; discovery will continue using [192.168.8.102:9300, 192.168.8.103:9300] from hosts providers and [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] from last-known cluster state; node term 6, last-accepted version 36 in term 6
[2019-11-11T20:08:25,992][WARN ][o.e.c.c.ClusterFormationFailureHelper] [ip101] master not discovered or elected yet, an election requires at least 2 nodes with ids from [RSC4lA2WRkStPdLtbjATYA, G6JuifsbRh2gQ18Ze5avTg, Kln4qU2iTG-fFzod-eSzzw], have discovered [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] which is not a quorum; discovery will continue using [192.168.8.102:9300, 192.168.8.103:9300] from hosts providers and [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] from last-known cluster state; node term 6, last-accepted version 36 in term 6
[2019-11-11T20:08:35,995][WARN ][o.e.c.c.ClusterFormationFailureHelper] [ip101] master not discovered or elected yet, an election requires at least 2 nodes with ids from [RSC4lA2WRkStPdLtbjATYA, G6JuifsbRh2gQ18Ze5avTg, Kln4qU2iTG-fFzod-eSzzw], have discovered [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] which is not a quorum; discovery will continue using [192.168.8.102:9300, 192.168.8.103:9300] from hosts providers and [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] from last-known cluster state; node term 6, last-accepted version 36 in term 6
[2019-11-11T20:08:36,006][WARN ][o.e.n.Node ] [ip101] timed out while waiting for initial discovery state - timeout: 30s
[2019-11-11T20:08:36,141][INFO ][o.e.h.AbstractHttpServerTransport] [ip101] publish_address {192.168.8.101:9200}, bound_addresses {[::]:9200}
[2019-11-11T20:08:36,142][INFO ][o.e.n.Node ] [ip101] started
-----------------------------------------------------------------------
[2019-11-11T20:08:46,000][WARN ][o.e.c.c.ClusterFormationFailureHelper] [ip101] master not discovered or elected yet, an election requires at least 2 nodes with ids from [RSC4lA2WRkStPdLtbjATYA, G6JuifsbRh2gQ18Ze5avTg, Kln4qU2iTG-fFzod-eSzzw], have discovered [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] which is not a quorum; discovery will continue using [192.168.8.102:9300, 192.168.8.103:9300] from hosts providers and [{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}] from last-known cluster state; node term 6, last-accepted version 36 in term 6
启动slave ip102
[2019-11-11T20:14:57,591][INFO ][o.e.x.s.a.s.FileRolesStore] [ip102] parsed [0] roles from file [/opt/app/elasticsearch-7.4.1/config/roles.yml]
[2019-11-11T20:15:00,189][INFO ][o.e.x.m.p.l.CppLogMessageHandler] [ip102] [controller/1175] [Main.cc@110] controller (64 bit): Version 7.4.1 (Build 973380bdacc5e8) Copyright (c) 2019 Elasticsearch BV
[2019-11-11T20:15:01,339][DEBUG][o.e.a.ActionModule ] [ip102] Using REST wrapper from plugin org.elasticsearch.xpack.security.Security
[2019-11-11T20:15:02,425][INFO ][o.e.d.DiscoveryModule ] [ip102] using discovery type [zen] and seed hosts providers [settings]
[2019-11-11T20:15:04,996][INFO ][o.e.n.Node ] [ip102] initialized
[2019-11-11T20:15:04,996][INFO ][o.e.n.Node ] [ip102] starting ...
[2019-11-11T20:15:05,651][INFO ][o.e.t.TransportService ] [ip102] publish_address {192.168.8.102:9300}, bound_addresses {[::]:9300}
[2019-11-11T20:15:05,672][INFO ][o.e.b.BootstrapChecks ] [ip102] bound or publishing to a non-loopback address, enforcing bootstrap checks
[2019-11-11T20:15:05,731][INFO ][o.e.c.c.Coordinator ] [ip102] cluster UUID [frwwuxfNSGaQbSpZ4IUZsw]
[2019-11-11T20:15:06,693][INFO ][o.e.c.s.MasterService ] [ip102] elected-as-master ([2] nodes joined)[{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true} elect leader, {ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20} elect leader, _BECOME_MASTER_TASK_, _FINISH_ELECTION_], term: 8, version: 39, reason: master node changed {previous [], current [{ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}]}, added {{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},}
[2019-11-11T20:15:07,123][INFO ][o.e.c.s.ClusterApplierService] [ip102] master node changed {previous [], current [{ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, xpack.installed=true, ml.max_open_jobs=20}]}, added {{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},}, term: 8, version: 39, reason: Publication{term=8, version=39}
[2019-11-11T20:15:07,492][INFO ][o.e.h.AbstractHttpServerTransport] [ip102] publish_address {192.168.8.102:9200}, bound_addresses {[::]:9200}
[2019-11-11T20:15:07,493][INFO ][o.e.n.Node ] [ip102] started
[2019-11-11T20:15:08,711][INFO ][o.e.l.LicenseService ] [ip102] license [7525ecff-bebe-420a-ae36-104709572fc2] mode [basic] - valid
[2019-11-11T20:15:08,712][INFO ][o.e.x.s.s.SecurityStatusChangeListener] [ip102] Active license is now [BASIC]; Security is disabled
[2019-11-11T20:15:08,775][INFO ][o.e.g.GatewayService ] [ip102] recovered [0] indices into cluster_state
master 提示信息
[2019-11-11T20:15:08,540][INFO ][o.e.c.s.ClusterApplierService] [ip101] master node changed {previous [], current [{ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true}]}, added {{ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},}, term: 8, version: 39, reason: ApplyCommitRequest{term=8, version=39, sourceNode={ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true}}
[2019-11-11T20:15:09,736][INFO ][o.e.l.LicenseService ] [ip101] license [7525ecff-bebe-420a-ae36-104709572fc2] mode [basic] - valid
[2019-11-11T20:15:09,737][INFO ][o.e.x.s.s.SecurityStatusChangeListener] [ip101] Active license is now [BASIC]; Security is disabled
[2019-11-11T20:15:10,424][INFO ][o.e.x.s.a.TokenService ] [ip101] refresh keys
[2019-11-11T20:15:10,579][INFO ][o.e.x.s.a.TokenService ] [ip101] refreshed keys
另一台slave ip103
[2019-11-11T20:16:57,417][INFO ][o.e.x.s.a.s.FileRolesStore] [ip103] parsed [0] roles from file [/opt/app/elasticsearch-7.4.1/config/roles.yml]
[2019-11-11T20:16:59,953][INFO ][o.e.x.m.p.l.CppLogMessageHandler] [ip103] [controller/1175] [Main.cc@110] controller (64 bit): Version 7.4.1 (Build 973380bdacc5e8) Copyright (c) 2019 Elasticsearch BV
[2019-11-11T20:17:01,828][DEBUG][o.e.a.ActionModule ] [ip103] Using REST wrapper from plugin org.elasticsearch.xpack.security.Security
[2019-11-11T20:17:02,785][INFO ][o.e.d.DiscoveryModule ] [ip103] using discovery type [zen] and seed hosts providers [settings]
[2019-11-11T20:17:04,856][INFO ][o.e.n.Node ] [ip103] initialized
[2019-11-11T20:17:04,857][INFO ][o.e.n.Node ] [ip103] starting ...
[2019-11-11T20:17:05,175][INFO ][o.e.t.TransportService ] [ip103] publish_address {192.168.8.103:9300}, bound_addresses {[::]:9300}
[2019-11-11T20:17:05,195][INFO ][o.e.b.BootstrapChecks ] [ip103] bound or publishing to a non-loopback address, enforcing bootstrap checks
[2019-11-11T20:17:05,237][INFO ][o.e.c.c.Coordinator ] [ip103] cluster UUID [frwwuxfNSGaQbSpZ4IUZsw]
[2019-11-11T20:17:06,115][INFO ][o.e.c.s.ClusterApplierService] [ip103] master node changed {previous [], current [{ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true}]}, added {{ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},{ip101}{G6JuifsbRh2gQ18Ze5avTg}{KBNr4n9mSby7fU4B1szatg}{192.168.8.101}{192.168.8.101:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},}, term: 8, version: 42, reason: ApplyCommitRequest{term=8, version=42, sourceNode={ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true}}
[2019-11-11T20:17:06,863][INFO ][o.e.x.s.a.TokenService ] [ip103] refresh keys
[2019-11-11T20:17:07,373][INFO ][o.e.x.s.a.TokenService ] [ip103] refreshed keys
[2019-11-11T20:17:07,521][INFO ][o.e.l.LicenseService ] [ip103] license [7525ecff-bebe-420a-ae36-104709572fc2] mode [basic] - valid
[2019-11-11T20:17:07,522][INFO ][o.e.x.s.s.SecurityStatusChangeListener] [ip103] Active license is now [BASIC]; Security is disabled
[2019-11-11T20:17:07,751][INFO ][o.e.h.AbstractHttpServerTransport] [ip103] publish_address {192.168.8.103:9200}, bound_addresses {[::]:9200}
[2019-11-11T20:17:07,752][INFO ][o.e.n.Node ] [ip103] started
ip101提示：
[2019-11-11T20:17:07,474][INFO ][o.e.c.s.ClusterApplierService] [ip101] added {{ip103}{Kln4qU2iTG-fFzod-eSzzw}{n51k5DKaT7GRbeY7ZY7W5g}{192.168.8.103}{192.168.8.103:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},}, term: 8, version: 42, reason: ApplyCommitRequest{term=8, version=42, sourceNode={ip102}{RSC4lA2WRkStPdLtbjATYA}{Z8N1mjdcRk6k_uLUnpWo9Q}{192.168.8.102}{192.168.8.102:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true}}
ip102提示：
[2019-11-11T20:17:05,913][INFO ][o.e.c.s.MasterService ] [ip102] node-join[{ip103}{Kln4qU2iTG-fFzod-eSzzw}{n51k5DKaT7GRbeY7ZY7W5g}{192.168.8.103}{192.168.8.103:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true} join existing leader], term: 8, version: 42, reason: added {{ip103}{Kln4qU2iTG-fFzod-eSzzw}{n51k5DKaT7GRbeY7ZY7W5g}{192.168.8.103}{192.168.8.103:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},}
[2019-11-11T20:17:07,629][INFO ][o.e.c.s.ClusterApplierService] [ip102] added {{ip103}{Kln4qU2iTG-fFzod-eSzzw}{n51k5DKaT7GRbeY7ZY7W5g}{192.168.8.103}{192.168.8.103:9300}{dilm}{ml.machine_memory=1023688704, ml.max_open_jobs=20, xpack.installed=true},}, term: 8, version: 42, reason: Publication{term=8, version=42}
更改完成后：
报错1
ERROR: [3] bootstrap checks failed
[1]: max file descriptors [4096] for elasticsearch process is too low, increase to at least [65535]
[2]: max number of threads [3818] for user [elastic] is too low, increase to at least [4096]
[3]: max virtual memory areas vm.max_map_count [65530] is too low, increase to at least [262144]
报错2
ERROR: [1] bootstrap checks failed
[1]: max virtual memory areas vm.max_map_count [65530] is too low, increase to at least [262144]
ES配置参数设置
ES集群概念
集群
一个集群cluster由一个或者多个节点组成，具有相同的cluster.name，协同工作，分项数据和负载。
当有新的节点加入或者删除了一个节点时，集群回感知到并能够平衡数据。
ElasticSearch中可以监控很多信息，有一个最重要的就是集群健康。
集群健康有三个状态：green（所有主要分片和复制分片都可用），yellow（所有主要分片可用，但不是所有复制分片都可用），red（不是所有的主要分片都可用）。
节点
一个节点node就是一个ElasticSearch的实例。
集群中的一个节点会被选举为主节点master，它将临时管理集群级别的一些变更，譬如新建或者删除索引、增加或者移除节点等等。
主节点不参与文档级别的变更或者搜索，所以不会成为集群的瓶颈。
任何节点都可以成为主节点。
用户能够与集群中的任何节点通信，包括主节点。
每一个节点都知道文档存在于哪个节点上，可以转发请求到相应的节点上。
分片
一个分片shard是一个最小级别的工作单元，es把一个完整的索引分成多个分片。
仅保存了索引中所有数据的一部分。 分片就是一个Lucene实例，并且它本身就是一个完整的搜索引擎。
文档存储在分片中，并且在分片中被索引，但是程序不会直接与分片通信，而是与索引通信。
Replicas分片：代表索引副本。es可以设置多个索引的副本，副本的作用是提高了系统的容错性。
当某个节点的分片损坏或者丢失的时候可以从副本中恢复。
还可以提高查询搜索效率，es会自动对搜索请求进行负载均衡。
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