Docker compose 安装 ELK

ygqygq22024-09-04 18:41

1. 简介

方案概述

我们使用 Filebeat 作为日志收集器，接入到 Redis 队列，然后消费队列中的日志数据流转到 Logstash 中进行解析处理，最后输出到 Elasticsearch 中，再由 Kibana 展示到页面上。我们采用 Elasticsearch 3 节点集群来确保高可用性和扩展性。

系统架构

  1. Filebeat：日志收集器，负责从各个日志源收集日志并发送到 Redis。
  2. Redis：消息队列，暂存日志数据，确保日志数据的可靠传输。
  3. Logstash：日志处理器，从 Redis 中消费日志数据，进行解析和处理，然后发送到 Elasticsearch。
  4. Elasticsearch：分布式搜索和分析引擎，存储和索引日志数据。
  5. Kibana：数据可视化工具，展示 Elasticsearch 中的日志数据。

部署架构

Elasticsearch

  • 节点数量：3 个节点，组成一个高可用集群。
  • 配置：每个节点都配置为主节点和数据节点，确保集群的高可用性和数据冗余。

Logstash

  • 实例数量：实现高可用性和负载均衡至少需要 2 个 Logstash 实例。
  • 负载均衡 ：可以使用 Redis 的 list 数据结构来实现负载均衡，多个 Logstash 实例可以同时从 Redis 中消费日志数据。

Redis

  • 部署方式 ：可以根据业务需求选择单机或集群模式。
    • 单机模式：适用于日志量较小的场景，配置简单。
    • 集群模式：适用于日志量较大的场景，提供更高的可用性和扩展性。
  • 数据结构 ：使用 list 数据结构来暂存日志数据，确保数据的有序性和可靠传输。

Filebeat

  • 部署方式：Filebeat 部署在每个日志源服务器上，负责收集本地日志并发送到 Redis。Kubernetes 中使用 Dasemonset 部署 Filebeat 在每一个节点，收集日志可以实现指定命名空间和指定应用 pod。
  • 配置 ：配置 Filebeat 发送日志到 Redis 的 list 中。

Kibana

  • 实例数量：通常部署 1 个实例即可，除非有高并发访问需求，可以考虑部署多个实例并使用负载均衡器进行流量分发。
  • 配置：配置 Kibana 连接到 Elasticsearch 集群。

方案示意图

+----------------+       +----------------+       +----------------+       +----------------+
|                |       |                |       |                |       |                |
|    Filebeat    |  -->  |     Redis      |  -->  |   Logstash     |  -->  | Elasticsearch  |
|                |       |     (list)     |       |                |       |                |
+----------------+       +----------------+       +----------------+       +----------------+

总结

  1. Elasticsearch：3 个节点组成高可用集群。
  2. Logstash：至少部署 2 个实例，实现高可用性和负载均衡。
  3. Redis：根据业务需求选择单机或集群模式。
  4. Filebeat：部署在每个日志源服务器上，负责收集日志并发送到 Redis。
  5. Kibana：通常部署 1 个实例，除非有高并发访问需求。

通过这种部署架构，可以确保日志收集、处理、存储和展示的高可用性和扩展性。

但是经过测试，使用了 redis 效率有些低，后面我们又把 redis 停用了，再加上 filebeat 是推荐直接接入 es，logstash 可以需要的时候使用。

2. 安装

因为涉及到证书生成，我们使用单机把 es 集群拉起，然后再把数据目录和证书目录同步到其它物理节点上。

docker 和 docker-compose 环境准备，略。

hosts:

10.1.205.165 elk-node1
10.1.205.166 elk-node2
10.1.205.167 elk-node3

2.1 单机启动 es 集群

bash 复制代码 
mkdir -p /data/docker/elk
cd /data/docker/elk
mkdir -p es01/data es02/data es03/data kibana
chown 1000.1000 -R es01/data es02/data es03/data kibana
vim .env

.env 内容如下：

# Password for the 'elastic' user (at least 6 characters)
ELASTIC_PASSWORD=changeme

# Password for the 'kibana_system' user (at least 6 characters)
KIBANA_PASSWORD=changeme

# Version of Elastic products
STACK_VERSION=8.15.0

# Set the cluster name
CLUSTER_NAME=docker-cluster

# Set to 'basic' or 'trial' to automatically start the 30-day trial
LICENSE=basic
#LICENSE=trial

# Port to expose Elasticsearch HTTP API to the host
ES_PORT=9200
#ES_PORT=127.0.0.1:9200

# Port to expose Kibana to the host
KIBANA_PORT=5601
#KIBANA_PORT=80

# Increase or decrease based on the available host memory (in bytes)
MEM_LIMIT=1073741824

# Project namespace (defaults to the current folder name if not set)
#COMPOSE_PROJECT_NAME=myproject

docker-compose.yml 如下（下面证书生成中最好把 IP 也加上），

yaml 复制代码 
version: "2.2"

services:
  setup:
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
    user: "0"
    command: >
      bash -c '
        if [ x${ELASTIC_PASSWORD} == x ]; then
          echo "Set the ELASTIC_PASSWORD environment variable in the .env file";
          exit 1;
        elif [ x${KIBANA_PASSWORD} == x ]; then
          echo "Set the KIBANA_PASSWORD environment variable in the .env file";
          exit 1;
        fi;
        if [ ! -f config/certs/ca.zip ]; then
          echo "Creating CA";
          bin/elasticsearch-certutil ca --silent --pem -out config/certs/ca.zip;
          unzip config/certs/ca.zip -d config/certs;
        fi;
        if [ ! -f config/certs/certs.zip ]; then
          echo "Creating certs";
          echo -ne \
          "instances:\n"\
          "  - name: es01\n"\
          "    dns:\n"\
          "      - es01\n"\
          "      - localhost\n"\
          "    ip:\n"\
          "      - 127.0.0.1\n"\
          "  - name: es02\n"\
          "    dns:\n"\
          "      - es02\n"\
          "      - localhost\n"\
          "    ip:\n"\
          "      - 127.0.0.1\n"\
          "  - name: es03\n"\
          "    dns:\n"\
          "      - es03\n"\
          "      - localhost\n"\
          "    ip:\n"\
          "      - 127.0.0.1\n"\
          > config/certs/instances.yml;
          bin/elasticsearch-certutil cert --silent --pem -out config/certs/certs.zip --in config/certs/instances.yml --ca-cert config/certs/ca/ca.crt --ca-key config/certs/ca/ca.key;
          unzip config/certs/certs.zip -d config/certs;
        fi;
        echo "Setting file permissions"
        chown -R root:root config/certs;
        find . -type d -exec chmod 750 \{\} \;;
        find . -type f -exec chmod 640 \{\} \;;
        echo "Waiting for Elasticsearch availability";
        until curl -s --cacert config/certs/ca/ca.crt https://es01:9200 | grep -q "missing authentication credentials"; do sleep 30; done;
        echo "Setting kibana_system password";
        until curl -s -X POST --cacert config/certs/ca/ca.crt -u "elastic:${ELASTIC_PASSWORD}" -H "Content-Type: application/json" https://es01:9200/_security/user/kibana_system/_password -d "{\"password\":\"${KIBANA_PASSWORD}\"}" | grep -q "^{}"; do sleep 10; done;
        echo "All done!";
      '
    healthcheck:
      test: ["CMD-SHELL", "[ -f config/certs/es01/es01.crt ]"]
      interval: 1s
      timeout: 5s
      retries: 120

  es01:
    depends_on:
      setup:
        condition: service_healthy
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
      - ./es01/data:/usr/share/elasticsearch/data:rw
    ports:
      - ${ES_PORT}:9200
    restart: always	  
    environment:
      - node.name=es01
      - cluster.name=${CLUSTER_NAME}
      - cluster.initial_master_nodes=es01,es02,es03
      - discovery.seed_hosts=es02,es03
      - ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
      - bootstrap.memory_lock=true
      - xpack.security.enabled=true
      - xpack.security.http.ssl.enabled=true
      - xpack.security.http.ssl.key=certs/es01/es01.key
      - xpack.security.http.ssl.certificate=certs/es01/es01.crt
      - xpack.security.http.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.enabled=true
      - xpack.security.transport.ssl.key=certs/es01/es01.key
      - xpack.security.transport.ssl.certificate=certs/es01/es01.crt
      - xpack.security.transport.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.verification_mode=certificate
      - xpack.license.self_generated.type=${LICENSE}
    mem_limit: ${MEM_LIMIT}
    ulimits:
      memlock:
        soft: -1
        hard: -1
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

  es02:
    depends_on:
      - es01
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
      - ./es02/data:/usr/share/elasticsearch/data:rw
    restart: always	  
    environment:
      - node.name=es02
      - cluster.name=${CLUSTER_NAME}
      - cluster.initial_master_nodes=es01,es02,es03
      - discovery.seed_hosts=es01,es03
      - ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
      - bootstrap.memory_lock=true
      - xpack.security.enabled=true
      - xpack.security.http.ssl.enabled=true
      - xpack.security.http.ssl.key=certs/es02/es02.key
      - xpack.security.http.ssl.certificate=certs/es02/es02.crt
      - xpack.security.http.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.enabled=true
      - xpack.security.transport.ssl.key=certs/es02/es02.key
      - xpack.security.transport.ssl.certificate=certs/es02/es02.crt
      - xpack.security.transport.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.verification_mode=certificate
      - xpack.license.self_generated.type=${LICENSE}
    mem_limit: ${MEM_LIMIT}
    ulimits:
      memlock:
        soft: -1
        hard: -1
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

  es03:
    depends_on:
      - es02
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
      - ./es03/data:/usr/share/elasticsearch/data:rw
    restart: always	  
    environment:
      - node.name=es03
      - cluster.name=${CLUSTER_NAME}
      - cluster.initial_master_nodes=es01,es02,es03
      - discovery.seed_hosts=es01,es02
      - ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
      - bootstrap.memory_lock=true
      - xpack.security.enabled=true
      - xpack.security.http.ssl.enabled=true
      - xpack.security.http.ssl.key=certs/es03/es03.key
      - xpack.security.http.ssl.certificate=certs/es03/es03.crt
      - xpack.security.http.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.enabled=true
      - xpack.security.transport.ssl.key=certs/es03/es03.key
      - xpack.security.transport.ssl.certificate=certs/es03/es03.crt
      - xpack.security.transport.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.verification_mode=certificate
      - xpack.license.self_generated.type=${LICENSE}
    mem_limit: ${MEM_LIMIT}
    ulimits:
      memlock:
        soft: -1
        hard: -1
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

  kibana:
    depends_on:
      es01:
        condition: service_healthy
      es02:
        condition: service_healthy
      es03:
        condition: service_healthy
    image: docker.elastic.co/kibana/kibana:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/kibana/config/certs
      - ./kibana/data:/usr/share/kibana/data:rw
    ports:
      - ${KIBANA_PORT}:5601
    environment:
      - SERVERNAME=kibana
      - ELASTICSEARCH_HOSTS=https://es01:9200
      - ELASTICSEARCH_USERNAME=kibana_system
      - ELASTICSEARCH_PASSWORD=${KIBANA_PASSWORD}
      - ELASTICSEARCH_SSL_CERTIFICATEAUTHORITIES=config/certs/ca/ca.crt
    mem_limit: ${MEM_LIMIT}
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s -I http://localhost:5601 | grep -q 'HTTP/1.1 302 Found'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

先拉起来：

bash 复制代码 
docker-compose up -d

启动成功后，浏览器访问进去，看看能否正常访问。用户使用 elastic，密码使用 .env 中设置的 ELASTIC_PASSWORD

没有问题后，我们关闭 es 集群：

bash 复制代码 
docker-compose down

2.2 启动 es node1 节点

因为刚刚是单机启动了 3 个节点的 es 集群，先把文件和数据目录同步到其它节点：

bash 复制代码 
# 同步之前先在节点 2、3 创建 /data/docker/elk 目录
rsync -avz /data/docker/elk/.env elk-node2:/data/docker/elk/.env
rsync -avz /data/docker/elk/docker-compose.yml elk-node2:/data/docker/elk/docker-compose.yml
rsync -avz /data/docker/elk/certs/ elk-node2:/data/docker/elk/certs/
rsync -avz /data/docker/elk/es02/ elk-node2:/data/docker/elk/es02/

rsync -avz /data/docker/elk/.env elk-node3:/data/docker/elk/.env
rsync -avz /data/docker/elk/docker-compose.yml elk-node3:/data/docker/elk/docker-compose.yml
rsync -avz /data/docker/elk/certs/ elk-node3:/data/docker/elk/certs/
rsync -avz /data/docker/elk/es03/ elk-node3:/data/docker/elk/es03/

现在修改 elk-node1 的 docker-compose.yml：

因为证书不需要再处理了，把 setup 段注释，并且以下段注释

yaml 复制代码 
    depends_on:
      setup:
        condition: service_healthy
yaml 复制代码 
version: "2.2"

services:
#  setup:
#    image: 10.1.205.109/library/elasticsearch/elasticsearch:${STACK_VERSION}
#    volumes:
#      - ./certs:/usr/share/elasticsearch/config/certs
#    user: "0"
#    network_mode: host
#    extra_hosts:
#      - "es01:10.1.205.165"
#      - "es02:10.1.205.166"
#      - "es03:10.1.205.167"
#    command: >
#      bash -c '
#        if [ x${ELASTIC_PASSWORD} == x ]; then
#          echo "Set the ELASTIC_PASSWORD environment variable in the .env file";
#          exit 1;
#        elif [ x${KIBANA_PASSWORD} == x ]; then
#          echo "Set the KIBANA_PASSWORD environment variable in the .env file";
#          exit 1;
#        fi;
#        if [ ! -f config/certs/ca.zip ]; then
#          echo "Creating CA";
#          bin/elasticsearch-certutil ca --silent --pem -out config/certs/ca.zip;
#          unzip config/certs/ca.zip -d config/certs;
#        fi;
#        if [ ! -f config/certs/certs.zip ]; then
#          echo "Creating certs";
#          echo -ne \
#          "instances:\n"\
#          "  - name: es01\n"\
#          "    dns:\n"\
#          "      - es01\n"\
#          "      - localhost\n"\
#          "    ip:\n"\
#          "      - 127.0.0.1\n"\
#          "  - name: es02\n"\
#          "    dns:\n"\
#          "      - es02\n"\
#          "      - localhost\n"\
#          "    ip:\n"\
#          "      - 127.0.0.1\n"\
#          "  - name: es03\n"\
#          "    dns:\n"\
#          "      - es03\n"\
#          "      - localhost\n"\
#          "    ip:\n"\
#          "      - 127.0.0.1\n"\
#          > config/certs/instances.yml;
#          bin/elasticsearch-certutil cert --silent --pem -out config/certs/certs.zip --in config/certs/instances.yml --ca-cert config/certs/ca/ca.crt --
ca-key config/certs/ca/ca.key;
#          unzip config/certs/certs.zip -d config/certs;
#        fi;
#        echo "Setting file permissions"
#        chown -R root:root config/certs;
#        find . -type d -exec chmod 750 \{\} \;;
#        find . -type f -exec chmod 640 \{\} \;;
#        echo "Waiting for Elasticsearch availability";
#        until curl -s --cacert config/certs/ca/ca.crt https://es01:9200 | grep -q "missing authentication credentials"; do sleep 30; done;
#        echo "Setting kibana_system password";
#        until curl -s -X POST --cacert config/certs/ca/ca.crt -u "elastic:${ELASTIC_PASSWORD}" -H "Content-Type: application/json" https://es01:9200/_se
curity/user/kibana_system/_password -d "{\"password\":\"${KIBANA_PASSWORD}\"}" | grep -q "^{}"; do sleep 10; done;
#        echo "All done!";
#      '
#    healthcheck:
#      test: ["CMD-SHELL", "[ -f config/certs/es01/es01.crt ]"]
#      interval: 1s
#      timeout: 5s
#      retries: 120

  es01:
#    depends_on:
#      setup:
#        condition: service_healthy
    container_name: es01
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
      - ./es01/data:/usr/share/elasticsearch/data:rw
    ports:
      - ${ES_PORT}:9200
      - 9300:9300
    restart: always
    network_mode: host
    # 添加 hosts
    extra_hosts:
	  - "es01:10.1.205.165"
      - "es02:10.1.205.166"
      - "es03:10.1.205.167"	
    environment:
      - node.name=es01
      - cluster.name=${CLUSTER_NAME}
      - cluster.initial_master_nodes=es01,es02,es03
      - discovery.seed_hosts=es02,es03
      - ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
      - bootstrap.memory_lock=true
      - xpack.security.enabled=true
      - xpack.security.http.ssl.enabled=true
      - xpack.security.http.ssl.key=certs/es01/es01.key
      - xpack.security.http.ssl.certificate=certs/es01/es01.crt
      - xpack.security.http.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.enabled=true
      - xpack.security.transport.ssl.key=certs/es01/es01.key
      - xpack.security.transport.ssl.certificate=certs/es01/es01.crt
      - xpack.security.transport.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.verification_mode=certificate
      - xpack.license.self_generated.type=${LICENSE}
    mem_limit: ${MEM_LIMIT}
    ulimits:
      memlock:
        soft: -1
        hard: -1
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

  kibana:
    depends_on:
      es01:
        condition: service_healthy
    image: docker.elastic.co/kibana/kibana:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/kibana/config/certs
      - ./kibana/data:/usr/share/kibana/data:rw
    ports:
      - ${KIBANA_PORT}:5601
    environment:
      - SERVERNAME=kibana
      - ELASTICSEARCH_HOSTS=https://es01:9200
      - ELASTICSEARCH_USERNAME=kibana_system
      - ELASTICSEARCH_PASSWORD=${KIBANA_PASSWORD}
      - ELASTICSEARCH_SSL_CERTIFICATEAUTHORITIES=config/certs/ca/ca.crt
    mem_limit: ${MEM_LIMIT}
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s -I http://localhost:5601 | grep -q 'HTTP/1.1 302 Found'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

2.3 启动 es node2 节点

docker-compose.yml

yml 复制代码 
version: "2.2"

services:
  test_es01:
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
    user: "0"
    extra_hosts:
      - "es01:10.1.205.165"
      - "es02:10.1.205.166"
      - "es03:10.1.205.167"
    restart: always
    network_mode: host
    command: >
      bash -c '
        sleep infinity
      ' 
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://es01:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

  es02:
    depends_on:
      test_es01:
        condition: service_healthy
    container_name: es02
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    extra_hosts:
      - "es01:10.1.205.165"
      - "es02:10.1.205.166"
      - "es03:10.1.205.167"
    ports:
      - ${ES_PORT}:9200
      - 9300:9300           
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
      - ./es02/data:/usr/share/elasticsearch/data:rw
    restart: always
    environment:
      - node.name=es02
      - cluster.name=${CLUSTER_NAME}
      - cluster.initial_master_nodes=es01,es02,es03
      - discovery.seed_hosts=es01,es03
      - ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
      - bootstrap.memory_lock=true
      - xpack.security.enabled=true
      - xpack.security.http.ssl.enabled=true
      - xpack.security.http.ssl.key=certs/es02/es02.key
      - xpack.security.http.ssl.certificate=certs/es02/es02.crt
      - xpack.security.http.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.enabled=true
      - xpack.security.transport.ssl.key=certs/es02/es02.key
      - xpack.security.transport.ssl.certificate=certs/es02/es02.crt
      - xpack.security.transport.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.verification_mode=certificate
      - xpack.license.self_generated.type=${LICENSE}
    mem_limit: ${MEM_LIMIT}
    ulimits:
      memlock:
        soft: -1
        hard: -1
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

启动：

bash 复制代码 
docker-compose up -d

2.4 启动 es node3 节点

docker-compose.yml

yml 复制代码 
version: "2.2"

services:
  test_es02:
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
    user: "0"
    extra_hosts:
      - "es01:10.1.205.165"
      - "es02:10.1.205.166"
      - "es03:10.1.205.167"
    restart: always
    network_mode: host
    command: >
      bash -c '
        sleep infinity
      ' 
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://es02:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

  es03:
    depends_on:
      test_es02:
        condition: service_healthy
    container_name: es03
    image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
    volumes:
      - ./certs:/usr/share/elasticsearch/config/certs
      - ./es03/data:/usr/share/elasticsearch/data:rw
    restart: always
    environment:
      - node.name=es03
      - cluster.name=${CLUSTER_NAME}
      - cluster.initial_master_nodes=es01,es02,es03
      - discovery.seed_hosts=es01,es02
      - ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
      - bootstrap.memory_lock=true
      - xpack.security.enabled=true
      - xpack.security.http.ssl.enabled=true
      - xpack.security.http.ssl.key=certs/es03/es03.key
      - xpack.security.http.ssl.certificate=certs/es03/es03.crt
      - xpack.security.http.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.enabled=true
      - xpack.security.transport.ssl.key=certs/es03/es03.key
      - xpack.security.transport.ssl.certificate=certs/es03/es03.crt
      - xpack.security.transport.ssl.certificate_authorities=certs/ca/ca.crt
      - xpack.security.transport.ssl.verification_mode=certificate
      - xpack.license.self_generated.type=${LICENSE}
    mem_limit: ${MEM_LIMIT}
    ulimits:
      memlock:
        soft: -1
        hard: -1
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
        ]
      interval: 10s
      timeout: 10s
      retries: 120

启动：

bash 复制代码 
docker-compose up -d

# 最好是 3 个节点都试下
# 如果不行，进一个节点 `elasticsearch-reset-password -u elastic`，再测试`
curl -X GET "https://es01:9200/_cluster/health?pretty" \
  -H "Content-Type: application/json" \
  -u elastic:密码" \
  --cacert certs/ca/ca.crt

启动后浏览器访问 https://10.1.205.165:9200/_cluster/health?pretty

验证的话，输入 elastic 的用户和密码。

3. 安装 kibana

上面已经有安装 kibana了，略。

报错：

-response-actions] with timeout of [5m] and run interval of [60s]
[2024-08-27T10:09:54.254+00:00][ERROR][elasticsearch-service] Unable to retrieve version information from Elasticsearch nodes. Request timed out
[2024-08-27T10:09:54.753+00:00][ERROR][elasticsearch-service] Unable to retrieve version information from Elasticsearch nodes. security_exception
        Root causes:
                security_exception: unable to authenticate user [kibana_system] for REST request [/_nodes?filter_path=nodes.*.version%2Cnodes.*.http.publish_address%2Cnodes.*.ip]
[2024-08-27T10:09:54.908+00:00][INFO ][plugins.screenshotting.chromium] Browser executable: /usr/share/kibana/node_modules/@kbn/screenshotting-plugin/chromium/headless_shell-linux_x64/headless_shell

可能是因为你清理了目录和数据，没有执行打开 setup 这个初始化一次。

4. 安装 logstash

将以下段添加到 docker-compose.yml 中

  logstash:
    image: docker.elastic.co/logstash/logstash:8.15.0
    restart: always
    extra_hosts:
      - "es01:10.1.205.165"
      - "es02:10.1.205.166"
      - "es03:10.1.205.167"
    network_mode: host
    volumes:
      - ./logstash/pipeline:/usr/share/logstash/pipeline/
bash 复制代码 
cd /data/docker/elk
docker-compose up -d
docker cp elk-logstash-1:/usr/share/logstash/config logstash/
chown 1000.1000 -R logstash
yaml 复制代码 
    volumes:
      - ./logstash/data:/usr/share/logstash/data/
      - ./logstash/pipeline:/usr/share/logstash/pipeline/
      - ./logstash/config:/usr/share/logstash/config/
bash 复制代码 
cd /data/docker/elk
chown 1000.1000 -R  certs

在浏览器中进入 kibana，点左边的 "management" -> "Stack Managerment"，然后在 "Security" 那点击 "Users"，选择 "logstash_system"，修改它的密码，下面用得到。

编辑 logstash/config/logstash.yml，把刚才获取到的密码替换进去：

yaml 复制代码 
http.host: "0.0.0.0"
xpack.monitoring.enabled: true
xpack.monitoring.elasticsearch.hosts: [ "https://es01:9200" ]
xpack.monitoring.elasticsearch.username: "logstash_system"
xpack.monitoring.elasticsearch.password: "logstash_passowrd"
xpack.monitoring.elasticsearch.ssl.certificate_authority: "/usr/share/logstash/certs/ca/ca.crt"

这里给 2 个 pipeline:
k8s-filebeat.conf：

yaml 复制代码 
#
input {
  beats {
    port => 5044
  }
}

filter {
}

output {
  # 处理解析成功的事件
  elasticsearch {
    hosts => ["https://es01:9200", "https://es02:9200", "https://es03:9200"]
    index => "logstash-%{+YYYY.MM.dd}"
    user => "logstash_writer"
    password => "logstash_password"
    ssl => true
    cacert => "/usr/share/logstash/certs/ca/ca.crt"
  }
  # stdout { codec => rubydebug }
  
}

k8s-filebeat-redis.conf：

yaml 复制代码 
#
input {
  redis {
    host => "10.1.205.167"  # Redis 服务器的 IP 地址
    port => 6379              # Redis 服务器的端口
    data_type => "list"       # 数据类型为列表
    key => "filebeat"         # Redis 列表的键名
    password => "redispwd"  # 如果 Redis 设置了密码，请在此处填写
  }
}

filter {
}

output {
  elasticsearch {
    hosts => ["https://es01:9200", "https://es02:9200", "https://es03:9200"]
    index => "logstash-%{+YYYY.MM.dd}"
    user => "logstash_writer"
    password => "logstash_password"
    ssl => true
    cacert => "/usr/share/logstash/certs/ca/ca.crt"
  }
  # stdout { codec => rubydebug }
  
}

创建用户和角色：

bash 复制代码 
cd /data/docker/elk
curl -X POST "https://127.0.0.1:9200/_security/user/logstash_writer" \
  -H "Content-Type: application/json" \
  -u elastic:$ELASTIC_PASSWORD \
  --cacert certs/ca/ca.crt \
  -d '{
    "password" : "logstash_password",
    "roles" : [ "logstash_writer_role" ]
}'

curl -X POST "https://127.0.0.1:9200/_security/role/logstash_writer_role" \
  -H "Content-Type: application/json" \
  -u elastic:$ELASTIC_PASSWORD \
  --cacert certs/ca/ca.crt \
  -d '{
    "description": "Role for Logstash to write data to Elasticsearch",
    "cluster": ["monitor", "manage_index_templates", "manage"],
    "indices": [
      {
        "names": [ "logstash-*" ],
        "privileges": ["write", "create", "create_index", "manage"]
      }
    ]
  }'

然后可以尝试启动，docker-compose up -d

5. 安装 redis

根据 elk 需求，我这里使用单机 redis 即可。

在 es03 上 /data/docker/elk/docker-compose.yml 中添加以下段

yaml 复制代码 
  redis:
    restart: always
    image: redis:7.4
    command: redis-server /etc/redis/redis.conf
    volumes:
      - ./redis/conf/redis.conf:/etc/redis/redis.conf
      - ./redis/data:/data
    ports:
      - "6379:6379"

下面是 redis.conf

protected-mode yes
port 6379
tcp-backlog 511
timeout 0
tcp-keepalive 300
daemonize no
pidfile /var/run/redis_6379.pid
loglevel notice
logfile ""
databases 16
always-show-logo no
set-proc-title yes
proc-title-template "{title} {listen-addr} {server-mode}"
locale-collate ""
stop-writes-on-bgsave-error yes
rdbcompression yes
rdbchecksum yes
dbfilename dump.rdb
rdb-del-sync-files no
dir /data
replica-serve-stale-data yes
replica-read-only yes
repl-diskless-sync yes
repl-diskless-sync-delay 5
repl-diskless-sync-max-replicas 0
repl-diskless-load disabled
repl-disable-tcp-nodelay no
replica-priority 100
acllog-max-len 128
lazyfree-lazy-eviction no
lazyfree-lazy-expire no
lazyfree-lazy-server-del no
replica-lazy-flush no
lazyfree-lazy-user-del no
lazyfree-lazy-user-flush no
oom-score-adj no
oom-score-adj-values 0 200 800
disable-thp yes
appendonly no
appendfilename "appendonly.aof"
appenddirname "appendonlydir"
appendfsync everysec
no-appendfsync-on-rewrite no
auto-aof-rewrite-percentage 100
auto-aof-rewrite-min-size 64mb
aof-load-truncated yes
aof-use-rdb-preamble yes
aof-timestamp-enabled no
slowlog-log-slower-than 10000
slowlog-max-len 128
latency-monitor-threshold 0
notify-keyspace-events ""
hash-max-listpack-entries 512
hash-max-listpack-value 64
list-max-listpack-size -2
list-compress-depth 0
set-max-intset-entries 512
set-max-listpack-entries 128
set-max-listpack-value 64
zset-max-listpack-entries 128
zset-max-listpack-value 64
hll-sparse-max-bytes 3000
stream-node-max-bytes 4096
stream-node-max-entries 100
activerehashing yes
client-output-buffer-limit normal 0 0 0
client-output-buffer-limit replica 256mb 64mb 60
client-output-buffer-limit pubsub 32mb 8mb 60
hz 10
dynamic-hz yes
aof-rewrite-incremental-fsync yes
rdb-save-incremental-fsync yes
jemalloc-bg-thread yes

# 设置 Redis 访问密码
requirepass redispwd
# 设置 最大内存，避免撑爆
maxmemory 2gb

启动

bash 复制代码 
cd /data/docker/elk
docker-compose up -d

6. 安装 filebeat

6.1 k8s 安装 filebeat

k8s 使用的 filebeat-kubernetes.yaml：

yaml 复制代码 
apiVersion: v1
kind: ServiceAccount
metadata:
  name: filebeat
  namespace: kube-system
  labels:
    k8s-app: filebeat
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
  name: filebeat
  labels:
    k8s-app: filebeat
rules:
- apiGroups: [""] # "" indicates the core API group
  resources:
  - namespaces
  - pods
  - nodes
  verbs:
  - get
  - watch
  - list
- apiGroups: ["apps"]
  resources:
    - replicasets
  verbs: ["get", "list", "watch"]
- apiGroups: ["batch"]
  resources:
    - jobs
  verbs: ["get", "list", "watch"]
---
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:
  name: filebeat
  # should be the namespace where filebeat is running
  namespace: kube-system
  labels:
    k8s-app: filebeat
rules:
  - apiGroups:
      - coordination.k8s.io
    resources:
      - leases
    verbs: ["get", "create", "update"]
---
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:
  name: filebeat-kubeadm-config
  namespace: kube-system
  labels:
    k8s-app: filebeat
rules:
  - apiGroups: [""]
    resources:
      - configmaps
    resourceNames:
      - kubeadm-config
    verbs: ["get"]
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
  name: filebeat
subjects:
- kind: ServiceAccount
  name: filebeat
  namespace: kube-system
roleRef:
  kind: ClusterRole
  name: filebeat
  apiGroup: rbac.authorization.k8s.io
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
  name: filebeat
  namespace: kube-system
subjects:
  - kind: ServiceAccount
    name: filebeat
    namespace: kube-system
roleRef:
  kind: Role
  name: filebeat
  apiGroup: rbac.authorization.k8s.io
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
  name: filebeat-kubeadm-config
  namespace: kube-system
subjects:
  - kind: ServiceAccount
    name: filebeat
    namespace: kube-system
roleRef:
  kind: Role
  name: filebeat-kubeadm-config
  apiGroup: rbac.authorization.k8s.io
---
apiVersion: v1
kind: ConfigMap
metadata:
  name: filebeat-config
  namespace: kube-system
  labels:
    k8s-app: filebeat
data:
  filebeat.yml: |-
    # filebeat.inputs:
    # - type: filestream
    #   id: kubernetes-container-logs
    #   paths:
    #     - /var/log/containers/*.log
    #   parsers:
    #     - container: ~
    #   prospector:
    #     scanner:
    #       fingerprint.enabled: true
    #       symlinks: true
    #   file_identity.fingerprint: ~
    #   processors:
    #     - add_kubernetes_metadata:
    #         host: ${NODE_NAME}
    #         matchers:
    #         - logs_path:
    #             logs_path: "/var/log/containers/"

    # To enable hints based autodiscover, remove `filebeat.inputs` configuration and uncomment this:
    filebeat.autodiscover:
     providers:
       - type: kubernetes
         node: ${NODE_NAME}
         hints.enabled: true
         hints.default_config:
           type: filestream
           id: kubernetes-container-logs-${data.kubernetes.pod.name}-${data.kubernetes.container.id}
           paths:
           - /var/log/containers/*-${data.kubernetes.container.id}.log
           parsers:
           - container: ~
           prospector:
            scanner:
              fingerprint.enabled: true
              symlinks: true
           file_identity.fingerprint: ~
           ignore_older: 48h
           clean_inactive: 72h
           close_inactive: 5m
           scan_frequency: 10s

    processors:
      - add_cloud_metadata:
      - add_host_metadata:

    output.redis:
      hosts: ["10.1.205.167:6379"]
      key: "filebeat"
      datatype: "list"
      db: 0
      timeout: 10
      password: "redispwd"
	  
    logging.level: warning
---
apiVersion: apps/v1
kind: DaemonSet
metadata:
  name: filebeat
  namespace: kube-system
  labels:
    k8s-app: filebeat
spec:
  selector:
    matchLabels:
      k8s-app: filebeat
  template:
    metadata:
      labels:
        k8s-app: filebeat
    spec:
      tolerations:
      - key: node-role.kubernetes.io/master
        effect: NoSchedule
      serviceAccountName: filebeat
      terminationGracePeriodSeconds: 30
      hostNetwork: true
      dnsPolicy: ClusterFirstWithHostNet
      containers:
      - name: filebeat
        image: docker.elastic.co/beats/filebeat:8.15.0
        args: [
          "-c", "/etc/filebeat.yml",
          "-e",
        ]
        env:
        - name: NODE_NAME
          valueFrom:
            fieldRef:
              fieldPath: spec.nodeName
        securityContext:
          runAsUser: 0
          # If using Red Hat OpenShift uncomment this:
          #privileged: true
        resources:
          limits:
            memory: 300Mi
          requests:
            cpu: 100m
            memory: 100Mi
        volumeMounts:
        - name: config
          mountPath: /etc/filebeat.yml
          readOnly: true
          subPath: filebeat.yml
        - name: data
          mountPath: /usr/share/filebeat/data
        - name: varlibdockercontainers
          mountPath: /var/lib/docker/containers
          readOnly: true
        - name: varlog
          mountPath: /var/log
          readOnly: true
      volumes:
      - name: config
        configMap:
          defaultMode: 0640
          name: filebeat-config
      - name: varlibdockercontainers
        hostPath:
          path: /var/lib/docker/containers
      - name: varlog
        hostPath:
          path: /var/log
      # data folder stores a registry of read status for all files, so we don't send everything again on a Filebeat pod restart
      - name: data
        hostPath:
          # When filebeat runs as non-root user, this directory needs to be writable by group (g+w).
          path: /var/lib/filebeat-data
          type: DirectoryOrCreate
---

6.2 普通服务器安装 filebeat

使用二进制安装，解压后即可使用。

我放在了 /usr/local/filebeat-8.15.0-linux-x86_64，然后做了个软链接。

bash 复制代码 
cd /usr/local/
ln -s filebeat-8.15.0-linux-x86_64 filebeat

先弄 2 个启停脚本 start.sh：

bash 复制代码 
#!/usr/bin/env bash

cd "$(dirname "$0")" || return 1
SH_DIR=$(pwd)

nohup $SH_DIR/filebeat 2>&1 &

stop.sh：

bash 复制代码 
pkill filebeat

filebeat.yml：

yaml 复制代码 
filebeat.config.modules:
  # Glob pattern for configuration loading
  path: ${path.config}/modules.d/*.yml

#output.elasticsearch:
#  hosts: ["https://10.1.205.165:9200"]
#  username: "filebeat_internal"
#  password: "YOUR_PASSWORD"
#  ssl:
#    enabled: true
#    # fingerprint=$(openssl x509 -fingerprint -sha256 -noout -in certs/ca/ca.crt | awk -F"=" '{print $2}' | sed 's/://g')
#    ca_trusted_fingerprint: "33CB5A3B3ECCA59FDF7333D9XXXXXXXXFD34D5386FF9205AB8E1"
# certs/ca 目录从 es 中拷过来
#    certificate_authorities: ["certs/ca/ca.crt"]

output.logstash:
  hosts: ["10.1.205.165:5044", "10.1.205.166:5044"]

setup.kibana:
  host: "10.1.205.165:5601"

logging.level: warning

6.3 导入 filebeat 模板

因为 filebeat 没有直连 es 集群，所以需要创建角色和用户，让 filebeat 直连 es 一次集群创建模板。

PUT /_security/role/filebeat_writer
{
  "cluster": ["manage_index_templates", "monitor", "manage_ilm"],
  "indices": [
    {
      "names": ["filebeat-*"],
      "privileges": ["write", "create_index", "manage"]
    }
  ],
  "applications": [
    {
      "application": "kibana-.kibana",
      "privileges": ["read", "write"],
      "resources": ["*"]
    }
  ]
}

使用 Dev Tools 创建：

创建角色：

PUT /_security/role/kibana_dashboard_manager
{
  "cluster": ["monitor"],
  "indices": [
    {
      "names": ["filebeat-*"],
      "privileges": ["read", "view_index_metadata", "create_index"]
    }
  ],
  "applications": [
    {
      "application": "kibana-.kibana",
      "privileges": ["all"],
      "resources": ["*"]
    }
  ]
}

创建用户：

POST /_security/user/filebeat_internal
{
  "password" : "YOUR_PASSWORD",
  "roles" : [ "filebeat_writer", "kibana_dashboard_manager" ],
  "full_name" : "Filebeat Internal User",
  "email" : "filebeat_internal@example.com",
  "enabled": true
}

连接 es 导入模板数据：

bash 复制代码 
cd /data/docker/elk
fingerprint=$(openssl x509 -fingerprint -sha256 -noout -in certs/ca/ca.crt | awk -F"=" '{print $2}' | sed 's/://g')

docker run --net="host" --rm \
  -v $(pwd)/certs:/usr/share/filebeat/certs \
  10.1.205.109/library/beats/filebeat:8.15.0 setup -e \
  -E output.logstash.enabled=false \
  -E output.elasticsearch.hosts=['https://10.1.205.165:9200'] \
  -E output.elasticsearch.username=filebeat_internal \
  -E output.elasticsearch.password=YOUR_PASSWORD \
  -E output.elasticsearch.ssl.enabled=true \
  -E output.elasticsearch.ssl.ca_trusted_fingerprint=${fingerprint} \
  -E output.elasticsearch.ssl.certificate_authorities=["/usr/share/filebeat/certs/ca/ca.crt"] \
  -E setup.kibana.host=10.1.205.165:5601

7. 问题处理

logstash 写入权限问题

全部启动后，logstash 启动发现老是退出，通过查看日志发现权限问题，

有权限提示：

dle/jruby/3.1.0/gems/logstash-output-elasticsearch-11.22.7-java/lib/logstash/plugin_mixins/elasticsearch/common.rb:172:in `block in after_successful_conn
ection'"], :body=>"{\"error\":{\"root_cause\":[{\"type\":\"security_exception\",\"reason\":\"action [indices:admin/index_template/put] is unauthorized fo
r user [logstash_writer] with effective roles [logstash_writer_role], this action is granted by the cluster privileges [manage_index_templates,manage,all
]\"}],\"type\":\"security_exception\",\"reason\":\"action [indices:admin/index_template/put] is unauthorized for user [logstash_writer] with effective ro
les [logstash_writer_role], this action is granted by the cluster privileges [manage_index_templates,manage,all]\"},\"status\":403}"}

完整的权限是（上文已更新）：

PUT /_security/role/logstash_writer_role
{
  "cluster": ["manage_index_templates", "manage"],
  "indices": [
    {
      "names": ["logstash-*"],
      "privileges": ["write", "create", "create_index", "manage"]
    }
  ]
}

用了 redis 效率低

filebeat 直接输出日志到 logstash，效率高很多。

8. 索引模式创建

8.1 创建 Data View

新版本 kibana 叫 Data Views了，按如图创建。

8.2 配置 ILM 策略

ILM 有些复杂，需要多熟悉和测试。

以下是一个示例 ILM 策略，配置为在索引创建 15 天后自动删除索引：

  1. 创建 ILM 策略

你可以在 Kibana 的 Dev Tools 中运行以下命令来创建 ILM 策略：

json 复制代码 
PUT _ilm/policy/delete-after-15-days
{
  "policy": {
    "phases": {
      "hot": {
        "actions": {
          "rollover": {
            "max_age": "1d"
          }
        }
      },
      "delete": {
        "min_age": "15d",
        "actions": {
          "delete": {}
        }
      }
    }
  }
}

这个策略定义了两个阶段：

  • hot：在索引达到 1 天时进行滚动。
  • delete：在索引达到 15 天时删除索引。
  1. 应用 ILM 策略到索引模板

接下来，你需要将这个 ILM 策略应用到你的索引模板。假设你有一个名为 logstash 的索引模板：

json 复制代码 
PUT _template/logstash_template
{
  "index_patterns": ["logstash-*"],
  "settings": {
    "index.lifecycle.name": "delete-after-15-days",
    "index.lifecycle.rollover_alias": "logstash"
  }
}

这个模板将 delete-after-15-days 策略应用到所有匹配 logstash-* 模式的索引。

  1. 创建索引并设置别名
json 复制代码 
PUT /logstash-000001
{
  "aliases": {
    "logstash": {
      "is_write_index": true
    }
  }
}
  1. 验证配置

你可以通过以下命令验证 ILM 策略是否正确应用：

json 复制代码 
GET logstash-*/_ilm/explain

这个命令将显示每个索引的 ILM 状态和当前阶段。

通过配置 Elasticsearch 的 Index Lifecycle Management (ILM) 策略，你可以自动管理和清理索引。

参考资料：

[1] https://www.elastic.co/guide/en/elasticsearch/reference/current/docker.html

[2] https://www.elastic.co/guide/en/logstash/current/docker.html

[3] https://www.elastic.co/guide/en/logstash/current/docker-config.html

[4] https://www.elastic.co/guide/en/kibana/current/docker.html

[5] https://www.elastic.co/guide/en/beats/filebeat/current/running-on-kubernetes.html

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