干货 | 基于 Elastic Stack 的日志分析系统实践(二)!
老男孩IT教育
技术博客
2023年4月28日 14:33
Elastic Stack也被称为ELK Stack,其能够安全可靠地获取任何来源、任何格式的数据,然后实时地对数据进行搜索、分析和可视化。上一篇文章为大家简单的介绍了一下Elastic Stack以及ElasticSearch 和 Lucene 的关系等内容,接下来为大家介绍一下ElasticSearch 单点部署和ElasticStack 分布式集群部署等内容,希望对你们有用。
Elastic Stack也被称为ELK Stack,其能够安全可靠地获取任何来源、任何格式的数据,然后实时地对数据进行搜索、分析和可视化。上一篇文章为大家简单的介绍了一下Elastic Stack以及ElasticSearch 和 Lucene 的关系等内容,接下来为大家介绍一下ElasticSearch 单点部署和ElasticStack 分布式集群部署等内容,希望对你们有用。
推荐阅读:干货 | 基于Elastic Stack的日志分析系统实践
ElasticSearch单点部署
下载指定的ES版本
# 详细步骤见视频。
# 参考链接:https://www.elastic.co/cn/downloads/elasticsearch
部署JDK环境-可选步骤
单点部署elasticsearch
# 安装服务
yum -y localinstal elasticsearch-7.17.3-x86_64.rpm
# 修改配置文件
egrep -v "^#|^$" /etc/elasticsearch/elasticsearch.yml
cluster.name: oldboyedu-elk
node.name: oldboyedu-elk103
path.data: /var/lib/elasticsearch
path.logs: /var/log/elasticsearch
network.host: 10.0.0.103
discovery.seed_hosts: ["10.0.0.103"]
# 启动服务
systemctl start elasticsearch.service
OpenJDK切换Oracle JDK并修改堆内存大小
# 修改es的环境变量配置文件
vim /etc/sysconfig/elasticsearch
...
ES_JAVA_HOME=/oldboyedu/softwares/jdk
# 修改堆内存大小
vim /etc/elasticsearch/jvm.options
...
-Xms256m
-Xmx256m
# 验证堆内存大小
jmap -heap `ps -ef | grep java | grep -v grep | awk '{print $2}'`
# 同步配置文件到其他节点
data_rsync.sh /etc/sysconfig/elasticsearch
data_rsync.sh /etc/elasticsearch/jvm.options
ElasticStack分布式集群部署
elk101修改配置文件
egrep -v "^$|^#" /etc/elasticsearch/elasticsearch.yml
...
cluster.name: oldboyedu-elk
node.name: elk101
path.data: /var/lib/elasticsearch
path.logs: /var/log/elasticsearch
network.host: 0.0.0.0
discovery.seed_hosts: ["elk101","elk102","elk103"]
cluster.initial_master_nodes: ["elk101","elk102","elk103"]
# 温馨提示:"node.name"各个节点配置要区分清楚,建议写对应的主机名称。
同步配置文件到集群的其他节点
# elk101同步配置文件到集群的其他节点
data_rsync.sh /etc/elasticsearch/elasticsearch.yml
# elk102节点配置
vim /etc/elasticsearch/elasticsearch.yml
...
node.name: elk102
# elk103节点配置
vim /etc/elasticsearch/elasticsearch.yml
...
node.name: elk103
所有节点删除之前的临时数据
pkill java
rm -rf /var/{lib,log}/elasticsearch/* /tmp/*
ll /var/{lib,log}/elasticsearch/ /tmp/
所有节点启动服务
# 所有节点启动服务
systemctl start elasticsearch
# 启动过程中建议查看日志
tail -100f /var/log/elasticsearch/oldboyedu-elk.log
验证集群是否正常
curl elk103:9200/_cat/nodes?v
部署kibana服务
本地安装kibana
yum -y localinstall kibana-7.17.3-x86_64.rpm
修改kibana的配置文件
vim /etc/kibana/kibana.yml
...
server.host: "10.0.0.101"
server.name: "oldboyedu-kibana-server"
elasticsearch.hosts: ["http://10.0.0.101:9200","http://10.0.0.102:9200","http://10.0.0.103:9200"]
i18n.locale: "zh-CN"
启动kibana服务
systemctl enable --now kibana
systemctl status kibana
filebeat部署及基础使用
部署filebeat环境
yum -y localinstall filebeat-7.17.3-x86_64.rpm
# 温馨提示:elk102节点操作。
修改filebeat的配置文件
# 编写测试的配置文件
mkdir /etc/filebeat/config
cat > /etc/filebeat/config/01-stdin-to-console.yml <<'EOF'
# 指定输入的类型
filebeat.inputs:
# 指定输入的类型为"stdin",表示标准输入
- type: stdin
# 指定输出的类型
output.console:
# 打印漂亮的格式
pretty: true
EOF
# 运行filebeat实例
filebeat -e -c /etc/filebeat/config/01-stdin-to-console.yml
# 测试#见视频。
input的log类型
filebeat.inputs:
- type: log
paths:
- /tmp/test.log
output.console:
pretty: true
input的通配符案例
filebeat.inputs:
- type: log
paths:
- /tmp/test.log
- /tmp/*.txt
output.console:
pretty: true
input的通用字段案例
filebeat.inputs:
- type: log
# 是否启动当前的输入类型,默认值为true
enabled: true
# 指定数据路径
paths:
- /tmp/test.log
- /tmp/*.txt
# 给当前的输入类型搭上标签
tags: ["oldboyedu-linux80","容器运维","DBA运维","SRE运维工程师"]
# 自定义字段
fields:
school: "北京昌平区沙河镇"
class: "linux80"
- type: log
enabled: true
paths:
- /tmp/test/*/*.log
tags: ["oldboyedu-python","云原生开发"]
fields:
name: "oldboy"
hobby: "linux,抖音"
# 将自定义字段的key-value放到顶级字段.
# 默认值为false,会将数据放在一个叫"fields"字段的下面.
fields_under_root: true
output.console:
pretty: true
将数据写入es案例
filebeat.inputs:
- type: log
enabled: true
paths:
- /tmp/test.log
- /tmp/*.txt
tags: ["oldboyedu-linux80","容器运维","DBA运维","SRE运维工程师"]
fields:
school: "北京昌平区沙河镇"
class: "linux80"
- type: log
enabled: true
paths:
- /tmp/test/*/*.log
tags: ["oldboyedu-python","云原生开发"]
fields:
name: "oldboy"
hobby: "linux,抖音"
fields_under_root: true
output.elasticsearch:
hosts: ["http://10.0.0.101:9200","http://10.0.0.102:9200","http://10.0.0.103:9200"]
自定义es索引名称
filebeat.inputs:
- type: log
enabled: true
paths:
- /tmp/test.log
- /tmp/*.txt
tags: ["oldboyedu-linux80","容器运维","DBA运维","SRE运维工程师"]
fields:
school: "北京昌平区沙河镇"
class: "linux80"
- type: log
enabled: true
paths:
- /tmp/test/*/*.log
tags: ["oldboyedu-python","云原生开发"]
fields:
name: "oldboy"
hobby: "linux,抖音"
fields_under_root: true
output.elasticsearch:
enabled: true
hosts: ["http://10.0.0.101:9200","http://10.0.0.102:9200","http://10.0.0.103:9200"]
index: "oldboyedu-linux-elk-%{+yyyy.MM.dd}"
# 禁用索引生命周期管理
setup.ilm.enabled: false
# 设置索引模板的名称
setup.template.name: "oldboyedu-linux"
# 设置索引模板的匹配模式
setup.template.pattern: "oldboyedu-linux*"
多个索引写入案例
filebeat.inputs:
- type: log
enabled: true
paths:
- /tmp/test.log
- /tmp/*.txt
tags: ["oldboyedu-linux80","容器运维","DBA运维","SRE运维工程师"]
fields:
school: "北京昌平区沙河镇"
class: "linux80"
- type: log
enabled: true
paths:
- /tmp/test/*/*.log
tags: ["oldboyedu-python","云原生开发"]
fields:
name: "oldboy"
hobby: "linux,抖音"
fields_under_root: true
output.elasticsearch:
enabled: true
hosts: ["http://10.0.0.101:9200","http://10.0.0.102:9200","http://10.0.0.103:9200"]
# index: "oldboyedu-linux-elk-%{+yyyy.MM.dd}"
indices:
- index: "oldboyedu-linux-elk-%{+yyyy.MM.dd}"
# 匹配指定字段包含的内容
when.contains:
tags: "oldboyedu-linux80"
- index: "oldboyedu-linux-python-%{+yyyy.MM.dd}"
when.contains:
tags: "oldboyedu-python"
# 禁用索引生命周期管理
setup.ilm.enabled: false
# 设置索引模板的名称
setup.template.name: "oldboyedu-linux"
# 设置索引模板的匹配模式
setup.template.pattern: "oldboyedu-linux*"
自定义分片和副本案例
filebeat.inputs:
- type: log
enabled: true
paths:
- /tmp/test.log
- /tmp/*.txt
tags: ["oldboyedu-linux80","容器运维","DBA运维","SRE运维工程师"]
fields:
school: "北京昌平区沙河镇"
class: "linux80"
- type: log
enabled: true
paths:
- /tmp/test/*/*.log
tags: ["oldboyedu-python","云原生开发"]
fields:
name: "oldboy"
hobby: "linux,抖音"
fields_under_root: true
output.elasticsearch:
enabled: true
hosts: ["http://10.0.0.101:9200","http://10.0.0.102:9200","http://10.0.0.103:9200"]
# index: "oldboyedu-linux-elk-%{+yyyy.MM.dd}"
indices:
- index: "oldboyedu-linux-elk-%{+yyyy.MM.dd}"
# 匹配指定字段包含的内容
when.contains:
tags: "oldboyedu-linux80"
- index: "oldboyedu-linux-python-%{+yyyy.MM.dd}"
when.contains:
tags: "oldboyedu-python"
# 禁用索引生命周期管理
setup.ilm.enabled: false
# 设置索引模板的名称
setup.template.name: "oldboyedu-linux"
# 设置索引模板的匹配模式
setup.template.pattern: "oldboyedu-linux*"
# 覆盖已有的索引模板
setup.template.overwrite: false
# 配置索引模板
setup.template.settings:
# 设置分片数量
index.number_of_shards: 3
# 设置副本数量,要求小于集群的数量
index.number_of_replicas: 2
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