ElasticStack的作用是集中采集和处理各类数据，并通过强大的搜索与分析功能，帮助用户从海量数据中快速挖掘价值信息
ElasticStack相关生态核心组件
| 组件名称 | 核心功能 | 角色定位 | 通俗比喻 |
|---|---|---|---|
| Elasticsearch(es) | 数据的存储、检索 | 核心引擎与数据仓库，负责快速检索和海量计算 | 大脑或数据库：存储所有知识并能快速回答问题的核心 |
| Filebeat | 采集和转发日志文件等数据 | 数据收集的轻量级代理，安装在数据源端 | 信使或传感器：负责收集信息并传递给下一环 |
| Kibana | 数据的可视化、图表展示和交互式分析 | 数据的前端展示界面，为用户提供操作和图形化窗口 | 控制台 或 仪表盘：将大脑中的信息以图表形式直观展示出来 |
| Logstash | 数据的过滤、解析、转换和丰富 | 数据加工处理管道，负责将原始数据清洗成结构化数据 | 装配线或过滤器：对原始材料进行清洗、加工和包装 |
| Kafka | 作为分布式消息队列，缓存海量数据流 | 高吞吐量的数据缓冲层，解耦生产者与消费者 | 高速缓冲带或消息枢纽：在流量洪峰时暂存数据，避免系统被冲垮 |
| ZooKeeper(zk) | 提供分布式协调服务，用于协调其他服务组件（元数据管理、选举领导） | 分布式系统的“管理员”，保障集群的稳定与一致 | 协调员或电话总机：负责各个服务间的协调与通信，确保秩序 |
EFK架构：Elasticsearch+Filebeat+Kibana Filebeat → Elasticsearch → Kibana
ELK架构：Elasticsearch + Logstash + Kibana Logstash → Elasticsearch → Kibana
ELFK架构：Elasticsearch + Logstash + Filebeat + Kibana Filebeat → Logstash → Elasticsearch → Kibana
ElasticSearch单点部署
| 主机名 | ip | 系统 |
| elk91 | 10.0.0.61 | Ubuntu |
| elk92 | 10.0.0.92 | Ubuntu |
| elk93 | 10.0.0.93 | Ubuntu |
Ubuntu配置自动补全功能：https://blog.csdn.net/yushangyong/article/details/119996849
root@elk91:~# wget https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-7.17.28-amd64.deb root@elk91:~# dpkg -i elasticsearch-7.17.28-amd64.deb dpkg：Debian/Ubuntu 系统底层的基础包管理工具，用于对已安装的软件包进行查询、管理和维护(对应centos中rpm命令) -i ：安装指定的.deb软件包到系统中
root@elk91:~# vim /etc/elasticsearch/elasticsearch.yml
cluster.name: my-application # 指定集群的名称（每个ES集群的名称要唯一）
path.data: /var/lib/elasticsearch # 数据存储路径
path.logs: /var/log/elasticsearch # 日志存储路径
network.host: 0.0.0.0 # 指定监听的地址
http.port: 9200 # 指定ES集群监听的端口号
transport.port: 9300 # 数据传输端口
discovery.type: "single-node" # 部署集群为单点类型
# 再次检查配置信息
root@elk91:~# egrep -v "^#|^$" /etc/elasticsearch/elasticsearch.yml
cluster.name: my-application
path.data: /var/lib/elasticsearch
path.logs: /var/log/elasticsearch
network.host: 0.0.0.0
http.port: 9200
transport.port: 9300
discovery.type: "single-node"
# 启动ES服务
root@elk91:~# systemctl status elasticsearch.service
# 查看日志信息
root@elk91:~# tail -f /var/log/elasticsearch/<ES_CLUSTER_NAME>.log
root@elk91:~# journalctl -f -u elasticsearch.service
journalctl 是 Linux 系统中用于查询和显示 systemd 日志的强大工具
-u：指定要查看的systemd服务单元
-f：跟踪日志
# 验证是否启动成功
root@elk91:~# ss -lntup |grep "9[2|3]00"
访问ES的WebUI
root@elk91:~# curl http://10.0.0.91:9200/ { "name" : "elk91", "cluster_name" : "my-application", "cluster_uuid" : "dzN4EJCxSZSdQ-bTKDwF8A", "version" : { "number" : "7.17.28", "build_flavor" : "default", "build_type" : "deb", "build_hash" : "139cb5a961d8de68b8e02c45cc47f5289a3623af", "build_date" : "2025-02-20T09:05:31.349013687Z", "build_snapshot" : false, "lucene_version" : "8.11.3", "minimum_wire_compatibility_version" : "6.8.0", "minimum_index_compatibility_version" : "6.0.0-beta1" }, "tagline" : "You Know, for Search" }
查看集群的节点信息
root@elk91:~# curl 10.0.0.91:9200/_cat/nodes 10.0.0.91 24 93 0 0.06 0.27 0.24 cdfhilmrstw * elk91 root@elk91:~# curl 10.0.0.91:9200/_cat/nodes?v ip heap.percent ram.percent cpu load_1m load_5m load_15m node.role master name 10.0.0.91 24 93 0 0.05 0.25 0.24 cdfhilmrstw * elk91
ElasticSearch单点卸载（不推荐操作）
# 停服务 systemctl stop elasticsearch.service # 卸载软件/删除日志 dpkg -r elasticsearch # 只删除ES软件和日志，会保留所有数据文件 # 删除数据 rm -rf /var/lib/elasticsearch/* # 清空临时数据（删除临时数据需要非常谨慎） rm -rf /tmp/* # 常见问题 现象：部署的版本是7.17.5，然后直接将服务停掉，安装7.17.22，发现2个版本都起不来了 解决方案：卸载旧的版本并清空数据，再启动新的版本即可
ElasticSearch集群搭建
# 下载ES软件包，并将软件包拷贝到其他两个节点 root@elk91:~# scp /home/yuanxiaojiang/elasticsearch-7.17.28-amd64.deb yuanxiaojiang@10.0.0.92:~ root@elk91:~# scp /home/yuanxiaojiang/elasticsearch-7.17.28-amd64.deb yuanxiaojiang@10.0.0.93:~ # 修改各节点的时区 ln -svf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime -s：创建软连接 -v：在创建链接时显示操作信息 -f：强制创建链接（如果目标链接文件已存在，不提示直接覆盖） # 各节点安装ES服务 dpkg -i /home/yuanxiaojiang/elasticsearch-7.17.28-amd64.deb
# 各节点均修改ES集群配置文件（也可以修改一个配置文件后通过scp传输复制）
root@elk91/elk92/elk93:~# egrep -v "^#|^$" /etc/elasticsearch/elasticsearch.yml
cluster.name: my-application
path.data: /var/lib/elasticsearch
path.logs: /var/log/elasticsearch
network.host: 0.0.0.0
http.port: 9200
transport.port: 9300
discovery.seed_hosts: ["10.0.0.91","10.0.0.92","10.0.0.93"]
# 服务发现种子主机列表：指定集群自动发现所需初始主机节点列表（帮助集群中的节点找到彼此，实现通信和数据共享）
cluster.initial_master_nodes: ["10.0.0.91","10.0.0.92","10.0.0.93"]
# 初始主机点候选列表：在集群首次启动时，指定哪些节点有资格参与主节点选举
启动ES集群
[root@elk91 ~]# systemctl enable --now elasticsearch.service
[root@elk92 ~]# systemctl enable --now elasticsearch.service
[root@elk93 ~]# systemctl enable --now elasticsearch.service
ss -lntup | grep "9[2|3]00"
# 查看数据的节点信息
root@elk91:~# curl -s 10.0.0.91:9200 | grep cluster_uuid
"cluster_uuid" : "5JlFQC7UQwK6lY8TqOMQ3g",
root@elk91:~# curl -s 10.0.0.92:9200 | grep cluster_uuid
"cluster_uuid" : "5JlFQC7UQwK6lY8TqOMQ3g",
root@elk91:~# curl -s 10.0.0.93:9200 | grep cluster_uuid
"cluster_uuid" : "5JlFQC7UQwK6lY8TqOMQ3g",
root@elk91:~# curl -s 10.0.0.93:9200/_cat/nodes?v
ip heap.percent ram.percent cpu load_1m load_5m load_15m node.role master name
10.0.0.93 39 93 1 0.14 0.10 0.14 cdfhilmrstw - elk93
10.0.0.92 33 91 1 1.86 0.64 0.35 cdfhilmrstw - elk92
10.0.0.91 43 93 1 1.07 0.58 0.56 cdfhilmrstw * elk91
搭建ES集群出现的问题汇总
- 搭建ES集群出现的问题汇总 1.脑裂 elk91节点在一个集群; elk92和elk93在同一个集群; 原因： 数据未清空，elk91节点有残余数据， 解决方案: - 1.1 停服务 systemctl stop elasticsearch - 1.2 删除数据 rm -rf /var/lib/elasticsearch/* - 1.3 删除日志 rm -rf /var/log/elasticsearch/* - 1.4 清空临时数据 rm -rf /tmp/* 2.没有master节点 原因： ES集群半熟以上存活机制，因此要半数以上节点存活。 解决方案: 检查集群各节点是否都同时启动了es服务。 4.es-head无法打开 原因： 1.没有安装zip包的解压工具;（推荐WinRAR软件包） 2.解压后，没有使用Google浏览器打开; 5.丢失文件 /etc/elasticsearch/jvm.options 文件未找到??? 解决方案: 1.先卸载再安装; 2.从其他节点拷贝一个文件过来即可;
ES集群常见术语：
ES cluster（图书馆）:ES集群的各个节点
index（特定类别的书库）:索引，用于数据读取的逻辑单元，一个索引最少要有一个分片
shard（特定类别的书库的某个分区）:分片，用于实际存储数据信息的
primary shard:负责数据的读写
replica:对分片进行备份的shard
replica shard:从primary shard同步数据且负责读的负载均衡
allocation(分配):指的是将索引的不同分片分配到整个集群的过程
document（一本具体的书）:用于的实际数据的载体，分为元数据和源数据
源数据:指的是用户实际的存储（数据存储在"_source"字段中）
元数据:用于描述数据的数据，比如_index,_id,_type,_source,...
面试题1: ES集群的9200和9300使用的是什么协议？作用是啥？ 9200: 支持http|https协议，对外部提供服务访问。 9300: 支持tcp协议，对内部ES集群进行数据传输。 面试题2: ES集群颜色有哪些？分别代码什么含义？ - green: 代表所有的主分片和副本分片都正常访问。 - yellow: 代码部分副本分片无法访问。 - red: 代表部分主分片无法访问。
常见API管理实战
索引管理
# 创建索引 PUT 10.0.0.91:9200/yuanxiaojiang01 # 创建索引时，默认创建一主分片和一个副本分片
# 查看索引
GET 10.0.0.91:9200/yuanxiaojiang01 # 查看单个索引
GET 10.0.0.91:9200/_cat/indices?v # 查看所有索引
# 创建索引并自定义主分片和副本分片的数量
PUT 10.0.0.91:9200/yuanxiaojiang02
{
"settings": {
"number_of_shards": 3, # 主分片数量
"number_of_replicas": 0 # 每个主分片有多少个副本分片
}
}
# 修改索引的副本分区数量（不能修改主分区副本数量）
PUT 10.0.0.91:9200/yuanxiaojiang02/_settings
{
"number_of_replicas": 2
}
# 删除索引（一旦删除了索引，意味着该索引下的所有文档全部删除！）
DELETE 10.0.0.91:9200/yuanxiaojiang02 # 删除指定索引
DELETE 10.0.0.91:9200/yuanxiaojiang* # 批量删除索引
# 关闭索引
POST 10.0.0.91:9200/yuanxiaojiang02/_close # 被关闭的索引的数据不丢失且不能访问
# 打开索引
POST 10.0.0.91:9200/yuanxiaojiang02/_open # 通常情况下ES的索引属于打卡状态
文档管理
- 文档单个操作
# 创建单个文档 POST 10.0.0.91:9200/yuanxiaojiang03/_doc POST 10.0.0.91:9200/yuanxiaojiang03/_doc/202510100001 # 指定文档id { "name": "yuan", "hobby": [ "睡觉", "上课" ] } # 查看文档 GET 10.0.0.91:9200/yuanxiaojiang03/_search # 查看所有文档 GET 10.0.0.91:9200/yuanxiaojiang03/_doc/文档id # 查看指定文档 # 基于DSL语句查询 POST 10.0.0.91:9200/yuanxiaojiang03/_search { "query": { "match": { "name": "yuan" } } } # 修改文档 POST 10.0.0.91:9200/yuanxiaojiang03/_doc/202510100001/_update { "doc": { "name": "张三" } }
# 删除文档 DELETE 10.0.0.91:9200/yuanxiaojiang03/_doc/202510100001
- 文档批量操作
# 批量创建文档 POST 10.0.0.91:9200/_bulk { "index" : { "_index" : "yuanxiaojiang03" }} {"name": "xiaozhang","hobby": ["睡觉","上课"]} { "index" : { "_index" : "yuanxiaojiang03" }} {"name": "xiaoxu","hobby": ["钓鱼","摸泥鳅","打扑克"]} { "index" : { "_index" : "yuanxiaojiang03" }} {"name": "xiaoye","hobby": ["打麻将","唱歌","睡觉"]} # 批量查看文档 POST 10.0.0.91:9200/_mget { "docs": [ { "_index": "yuanxiaojiang03", "_id": "C65mzJkBXNpQkWama2Hw" }, { "_index": "yuanxiaojiang03", "_id": "Da5mzJkBXNpQkWama2H4" } ] } # 批量修改文档 POST 10.0.0.91:9200/_bulk {"update": {"_index": "yuanxiaojiang03","_id": "C65mzJkBXNpQkWama2Hw"}} {"doc": {"age":18,"hobby":["抽烟","喝酒","烫头"]}} {"update": {"_index": "yuanxiaojiang03","_id": "Da5mzJkBXNpQkWama2H4"}} {"doc": {"hobby":["打麻将","唱歌","睡觉","玩"]}} # 批量删除文档 POST 10.0.0.91:9200/_bulk {"delete": {"_index": "yuanxiaojiang03","_id": "C65mzJkBXNpQkWama2Hw"}} {"delete": {"_index": "yuanxiaojiang03","_id": "Da5mzJkBXNpQkWama2H4"}}
ES的DSL语句（了解）
导入数据
# 创建一个索引yuanxiaojiang-shoppingm,主分片3，副本分片0
POST 10.0.0.91:9200/yuanxiaojiang-shopping
{ "aliases": {"homework": {}}, "mappings": { "properties": { "title": {"type": "text"}, "price": {"type": "float"}, "brand": {"type": "keyword"}, "item": {"type": "text"}, "ipaddr": {"type": "ip"}, "producer": {"type": "text"}, "type": {"type": "keyword"}, "group": {"type": "byte"} } }, "settings": {"number_of_shards": 3,"number_of_replicas": 0} }
# 导入数据
POST 10.0.0.91:9200/_bulk
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "iQOOvivo iQOO Neo8 5G新品手机游戏电竞学生手机iqooneo8 12+256G 冲浪 官方标配【全新未拆封】","price": 1835.00,"brand": "iQOO","item": "https://item.jd.com/10084143045557.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "冲浪蓝","version": "12GB+256GB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": " Apple/苹果 iPhone 15 Pro Max (A3108) 256GB 白色钛金属 支持移动联通电信5G 双卡双待手机","price": 12299.00,"brand": "iPhone ","item": "https://item.jd.com/100068388579.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "白色","version": "12GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": " 小米Redmi Turbo 3 第三代骁龙8s 小米澎湃OS 16+1TT 墨晶 AI功能 红米5G手机","price": 2599.00,"brand": "小米 ","item": "https://item.jd.com/100105742404.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "白色","version": "16GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": " vivo iQOO 12 16GB+1TB传奇版 第三代骁龙 8 自研电竞芯片Q1 大底主摄潜望式长焦 5G电竞手机","price": 4699.00,"brand": "vivo ","item": "https://item.jd.com/100071254815.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "传奇白","version": "16GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "vivo X100 16GB+1TB 辰夜黑 蓝晶×天玑9300 5000mAh蓝海电池 蔡司超级长焦 120W双芯闪充 5G 拍照 手机","price": 4999.00,"brand": "vivo ","item": "https://item.jd.com/100073671116.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "辰夜黑","version": "16GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "vivo X100s Pro 16GB+1TB 钛色 蓝晶×天玑9300+ 蔡司APO超级长焦 等效5400mAh蓝海电池 拍照 手机","price": 6199.00,"brand": "vivo ","item": "https://item.jd.com/100098761209.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "辰夜黑","version": "16GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "Apple【24期免息】苹果14pro iPhone 14pro全网通手机权益 【14 Pro暗紫色6.1英寸】 128GB 公开版+720天只换不修","price": 6499.00,"brand": "iPhone","item": "https://item.jd.com/10081297098054.html#crumb-wrap","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "暗紫色","version": "4GB+128GB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "AppleiPhone15 苹果15 双卡双待全网通 5G手机apple 支持移动电信联通 苹果权益手机 粉色 128GB【未激活+买家秀赏金】","price": 7128.00,"brand": "iPhone ","item": "https://item.jd.com/10084143045557.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "辰夜黑","version": "6GB+512GB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "OPPO Find X7 Ultra 卫星通信版 16GB+1TB 松影墨韵 双潜望四摄 哈苏影像 第三代骁龙8 5.5G拍照AI手机","price": 7499.00,"brand": "OPPO","item": "https://item.jd.com/100092190521.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "松影墨韵","version": "16GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "OPPO Find X7 Ultra 卫星通信版 16GB+1TB 松影墨韵 双潜望四摄 哈苏影像 第三代骁龙8 5.5G拍照AI手机","price": 7499.00,"brand": "OPPO","item": "https://item.jd.com/100092190521.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "松影墨韵","version": "16GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "一加 Ace 3 Pro 24GB+1TB 绿野素青 第三代骁龙 8 旗舰芯片 6100mAh 冰川电池 AI智能游戏手机","price": 4399.00,"brand": "OPPO","item": "https://item.jd.com/100123530086.html#crumb-wrap","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "绿野素青","version": "24GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "三星【官方直营7天机-12期免息】Galaxy S24 Ultra Al智享生活办公 四长焦系统 SPen 5G AI手机 钛灰【7天机-店长力荐款】 12GB+1TB","price": 8899.00,"brand": "三星","item": "https://item.jd.com/10098176611638.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "钛灰","version": "12GB+1TB"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "三星 w24 附S Pen 超闭合折叠 轻型化陶瓷 5G折叠屏 纳多灰（活动版） 16+1TB","price": 11999.00,"brand": "三星","item": "https://item.jd.com/10109125918519.html","ipaddr": "211.144.24.221","producer": "王国霖","type": "DianZiChanPin","group": 1,"color": "纳多灰（活动版）","version": "16GB+1TB"}
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{"title": "美的14套嵌入式洗碗机 RX600Max（白）全面升级105℃热风烘干+升降碗篮 一级水效 三星消毒分层洗","price": 3999.00,"brand": "Midea","item": "https://item.jd.com/100099006909.html?bbtf=1#crumb-wrap","ipaddr": "211.144.24.221","producer": "YanNuo","type": "JiaDian","group": 2,"color": "白","version": "全面升级105℃热风烘干+升降碗篮 一级水效 三星消毒分层洗","inventory": "0"}
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{"title": "石头（roborock）A10 Plus【旗舰双刷头双助力】 家用洗扫拖一体洗地机 双贴边清洁","price": 2599.00 ,"brand": "roborock","item": "https://item.jd.com/100037881579.html?bbtf=1","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "A10 Plus","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "能率（NORITZ）零冷水燃气热水器16升 双智控 幻彩系列全面屏 水量伺服器 GQ-16EX6AFEXQ(JSQ31-EX6AQ)天然气","price": 2599.00 ,"brand": "NORITZ","item": "https://item.jd.com/100038645345.html?bbtf=1","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "EX6A","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）60升玲珑超薄双胆扁桶电热水器3300W变频 镁棒免换出水断电净肤F6033-UDplus一级能效以旧换新","price": 1149.00 ,"brand": "Midea","item": "https://item.jd.com/100093149965.html?bbtf=1#crumb-wrap","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "50L","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "方太（FOTILE）蒸烤箱一体机 嵌入式家用智能蒸烤炖*炸四合一 55L大容量 脱脂炸超大蒸汽 蒸箱烤箱ES5.i","price": 5399.00 ,"brand": "FOTILE","item": "https://item.jd.com/100037088614.html?bbtf=1","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "行业爆款","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "华帝（VATTI）蒸烤箱一体机嵌入式烤箱营养师 V5SE 蒸烤一体机大热风彩屏操控搪瓷内胆APP掌控 i23019","price": 4399.00 ,"brand": "VATTI","item": "https://item.jd.com/100026372309.html?bbtf=1","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "旗舰爆款","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "方太熊猫洗碗机V6系列嵌入式家用 16套超大容量V6 Pro版 100℃蒸汽除菌 个性撞色设计 02-V6A","price": 5999.00 ,"brand": "FOTILE","item": "https://item.jd.com/100106105908.html?bbtf=1#crumb-wrap","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "爆款升级","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "酷开创维电视100K6 100英寸MiniLED 4K144HZ高刷液晶平板电视机 100英寸","price": 11999.00 ,"brand": "coocaa","item": "https://item.jd.com/10104157860306.html","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "100英寸","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "哈士奇客厅冰箱家用复古冷藏冷冻保鲜柜冰吧恒温立式酒饮节能展示柜墩墩吧168升SC-168RD-S 奶茶色","price": 3099.00 ,"brand": "哈士奇","item": "https://item.jd.com/100070688037.html","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "100英寸","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "苏泊尔（SUPOR）家用电磁炉2200W大功率爆炒炒菜触控耐用面板十档火力纤薄设计智能定时电磁灶火锅炉C22-IJ59E","price": 129.00 ,"brand": "SUPOR","item": "https://item.jd.com/100005278098.html","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "店铺爆款","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "膳魔师（THERMOS） 膳魔师空气炸锅可视空气炸锅 EHA-5733A 白色","price": 1999.00 ,"brand": "THERMOS","item": "https://item.jd.com/10049300377492.html","ipaddr": "211.144.24.221","producer": "Feng JianRu","type": "JiaDian","group": 2,"version": "白色","inventory": "0"}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）空气炸锅 免翻面 家用大容量 5.3L 炸烤箱一体 精准控温 不沾易洗 不用翻面 KZE535J5","price": 159.00,"brand": "美的（Midea）","item": "https://item.jd.com/100097571810.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）微波炉 家用小型20升 转盘加热 智能菜单 一键解冻 杀菌电子除味 薄膜按键（M1-L213C）","price": 339.00,"brand": "美的（Midea）","item": "https://item.jd.com/2469956.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）波轮洗衣机全自动 9公斤kg家用大容量宿舍租房神器内桶免清洗水电双宽 以旧换新【行业爆款】 MB90VJ58E","price": 799.00,"brand": "美的（Midea）","item": "https://item.jd.com/10045096781538.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）养生壶 1.5L煮茶壶 24小时预约烧水壶 12小时智能恒温 11档控温电热水壶 花茶壶MK-Y12Q","price": 79.00,"brand": "美的（Midea）","item": "https://item.jd.com/100011514457.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）【风柔音轻】定时塔扇/家用节能电风扇/柔风无叶风扇/摇头落地扇/母婴扇/遥控台式小风扇 ZAF09MR","price": 229.00,"brand": "美的（Midea）","item": "https://item.jd.com/100019009383.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": " 美的（Midea）快捷微波炉 家用小型 360°转盘加热 旋钮操控 易洁内胆（M1-L213B）","price": 299.00,"brand": "美的（Midea）","item": "https://item.jd.com/1404743.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）炎烤空气炸锅 免翻面上下双热源 可视窗低油轻脂多功能电炸锅 不粘易洁大容量智能触控屏空气炸锅 【5.5L 免翻面可预约】KZC5504 5.5L","price": 399.00,"brand": "美的（Midea）","item": "https://item.jd.com/10082372373812.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）【暴风循环】电风扇落地扇空气循环扇轻音家用大风力摇头卧室节能小风扇空调伴侣轻羽扇 FGA24TQ","price": 169.00,"brand": "美的（Midea）","item": "https://item.jd.com/100099390570.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）电蒸锅 电煮锅 电火锅 多功能锅家用电锅蒸包子锅电热锅10.8升三层大容量多用途锅 MZ-ZGE2323J52","price": 149.00,"brand": "美的（Midea）","item": "https://item.jd.com/100045253770.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的空调 酷省电 大1.5匹 新一级能效 变频 冷暖 空调挂机 家电智能WiFi KFR-35GW/N8KS1-1","price": 2299.00,"brand": "美的（Midea）","item": "https://item.jd.com/100043945122.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）干衣机家用35L大容量 智能触屏衣物烘干机 多重除菌烘衣机烘鞋机紫外线内衣内裤除菌机MH-DXW35","price": 589.00,"brand": "美的（Midea）","item": "https://item.jd.com/100012232287.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）榨汁料理机榨汁杯多功能易清洗家用小型搅拌机果汁机婴儿辅食机WBL2501B","price": 74.90,"brand": "美的（Midea）","item": "https://item.jd.com/2824762.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的空调 酷省电 大1匹 新一级能效 变频 冷暖 空调挂机 家电 智能WiFi KFR-26GW/N8KS1-1","price": 2099.00,"brand": "美的（Midea）","item": "https://item.jd.com/100043945116.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）电饼铛家用下盘可拆多功能蒸锅火锅炒锅 双面加热大火力可调烙饼煎饼烤肉锅加大加深电饼档2626S","price": 279.00,"brand": "美的（Midea）","item": "https://item.jd.com/100070902087.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）慧鲜471升一级能效双变频十字双开四开多门风冷无霜家用大容量超薄电冰箱BCD-471WSPZM(E)","price": 2449.00,"brand": "美的（Midea）","item": "https://item.jd.com/100012369805.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）M60电冰箱535 526十字法式对双四多开门超薄零嵌入式一级双系统循环变频风冷无霜家用大容量智能效 【新品】510升双系统平嵌MR-535WUSPZE","price": 6599.00,"brand": "美的（Midea）","item": "https://item.jd.com/10099355111952.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）七叶轻音立式电风扇家用节能轻音电风扇台式桌面小型风扇大风力广角摇头立式卧室宿舍电扇FSA30VAC","price": 99.00,"brand": "美的（Midea）","item": "https://item.jd.com/100095603851.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）吸尘器家用U2 有线手持推杆地毯两用 大吸力吸尘器 大功率轻便清洁机","price": 179.00,"brand": "美的（Midea）","item": "https://item.jd.com/100010208581.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）终身免换镁棒60升电热水器储水式2500W速热大水量一级能效节能APP智能省电自动关机F6025-JE4(HE)","price": 1199.00,"brand": "美的（Midea）","item": "https://item.jd.com/100104067842.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
{ "create": { "_index": "yuanxiaojiang-shopping"} }
{"title": "美的（Midea）波轮洗衣机全自动家用 10公斤 健康除螨 抗菌防污染 专利免清洗 随心洗系列 以旧换新 MB100V33B","price": 899.00,"brand": "美的（Midea）","item": "https://item.jd.com/100086004037.html","ipaddr": "211.144.24.218","producer": "祁建科","type": "JiaDian","group": 2}
查询2组中最贵的商品
GET 10.0.0.91:9200/yuanxiaojiang-shopping/_search
{ "query": {"match": {"group": 2}}, "sort": {"price": {"order": "desc"}}, "_source": ["title","price","producer","type","group","item"], "from": "0", "size": 1 }
query：查询条件（math查询：用于全文搜索或精确值匹配）
sort：结果排序
_source：字段过滤（指定返回文档中包含哪些字段）
from：分页起始位置（指定第几条结果开始返回）
size：返回结果数量
查询1组中最便宜的商品
{ "query": {"match": {"group": 1}}, "sort": {"price": {"order": "asc"}}, "_source": ["title","price","producer","type","group","item"], "from": "0", "size": 1 }
Kibana环境搭建
# 下载kibana root@elk91:~# wget https://artifacts.elastic.co/downloads/kibana/kibana-7.17.28-amd64.deb # 安装kibana root@elk91:/home/yuanxiaojiang# dpkg -i kibana-7.17.28-amd64.deb # 修改kibana配置文件 root@elk91:~# vim /etc/kibana/kibana.yml root@elk91:~# egrep -v '^#|^$' /etc/kibana/kibana.yml server.port: 5601 # 指定 Kibana 服务器监听的网络端口 server.host: "0.0.0.0" # 指定 Kibana 服务器监听的网络地址 # 指定 Kibana 要连接的后端 Elasticsearch 集群的节点地址列表 elasticsearch.hosts: ["http://10.0.0.91:9200","http://10.0.0.92:9200","http://10.0.0.93:9200"] i18n.locale: "zh-CN" # 设置 Kibana 用户界面的默认语言
# 启动kibana
root@elk91:~# systemctl enable --now kibana.service kibana.service
root@elk91:~# ss -lntup |grep 5601
# 访问kibana的WebUI
http://10.0.0.91:5601/
ES的索引模板
所谓的索引模板就是创建索引时要遵循的模板规则
索引模板仅对新创建的索引有效，已经创建的索引并不受索引模板的影响
# 查看所有的索引模板 GET 10.0.0.91:9200/_index_template # 创建自定义索引模板 POST 10.0.0.91:9200/_index_template/xixi { "index_patterns": ["xixi*"], # 定义模板适用的索引名称模式 "template": { "settings": {"number_of_shards": 5,"number_of_replicas": 0}} } # 查看单个索引模板 GET 10.0.0.91:9200/_index_template/索引模板名 # 修改索引模板 PUT 10.0.0.91:9200/_index_template/xixi { "index_patterns": ["xixi*"], # 定义模板适用的索引名称模式 "template": { "settings": {"number_of_shards": 3,"number_of_replicas": 2}} } # 删除索引模板 DELETE 10.0.0.91:9200/_index_template/索引模板名
ES的组件模板
# 查看现有的组件模板 GET 10.0.0.93:9200/_component_template/
# 创建自定义的组件模板 POST 10.0.0.93:9200/_component_template/haha { "template": {"settings": {"number_of_shards": 10}} }
# 查看单个组件模板 GET 10.0.0.93:9200/_component_template/haha
# 创建索引模板指定组件模板 GET 10.0.0.91:9200/_index_template/hehe { "index_patterns": ["hehe*"], "composed_of": ["haha"], "template": {"settings": {"number_of_replicas": 2}} }
ES的索引别名
应用场景：将多个不同的索引打上相同的别名，基于别名进行查询，就可以将这些不同索引的数据一起查询
测试文件准备
POST 10.0.0.93:9200/_bulk { "index" : { "_index" : "jiaoshi06-003"} } {"name": "韩文童","hobby": ["睡觉","美女","上课"]} { "index" : { "_index" : "jiaoshi06-003"} } {"name": "王凯鹏","hobby": ["钓鱼","摸泥鳅","打扑克"]} { "index" : { "_index" : "jiaoshi06-006"} } {"name": "黄钰锋","hobby": ["cosplay二次元","喝枸杞","吃羊腰"]} { "index" : { "_index" : "jiaoshi06-001"} } {"name": "闫小鹏","hobby": ["打游戏","吃烤串","欧美大片"]} { "index" : { "_index" : "jiaoshi06-002"} } {"name": "赵小亮","hobby": ["韩文童","吃汉堡","小电影"]} { "index" : { "_index" : "jiaoshi06-004"} } {"name": "陈龙龙","hobby": ["抽烟","喝酒","烫头"]} { "index" : { "_index" : "jiaoshi06-005"} } {"name": "张天","hobby": ["抽烟","溜鸟","夜跑"]}
添加别名
POST 10.0.0.93:9200/_aliases { "actions": [ {"add": {"index": "jiaoshi06-001","alias": "jiaoshi06"}}, {"add": {"index": "jiaoshi06-002","alias": "jiaoshi06"}}, {"add": {"index": "jiaoshi06-003","alias": "jiaoshi06"}}, {"add": {"index": "jiaoshi06-004","alias": "jiaoshi06"}}, {"add": {"index": "jiaoshi06-005","alias": "jiaoshi06"}}, {"add": {"index": "jiaoshi06-006","alias": "jiaoshi06"}}, {"add": {"index": "jiaoshi06-001","alias": "successfully"}}, {"add": {"index": "jiaoshi06-002","alias": "successfully"}} ] }
基础操作
# 查看所有索引的别名信息 GET 10.0.0.93:9200/_alias # 查看所有索引的别名信息 GET 10.0.0.93:9200/jiaoshi06-001/_alias # 删除索引别名 POST 10.0.0.93:9200/_aliases { "actions": [ {"remove": {"index": "jiaoshi06-001","alias": "jiaoshi06"}}, {"remove": {"index": "jiaoshi06-002","alias": "jiaoshi06"}}, {"remove": {"index": "jiaoshi06-004","alias": "jiaoshi06"}} ] } # 修改别名 POST 10.0.0.93:9200/_aliases { "actions": [ {"remove": {"index": "jiaoshi06-005","alias": "jiaoshi06"}}, {"add": {"index": "jiaoshi06-005","alias": "教室六"}} ] }
ES的数据映射之IP案例
自定义数据类型索引
PUT 10.0.0.91:9200/mapping-ip { "mappings": { "properties": { "ip_addr": {"type": "ip"} } }, "settings": {"number_of_shards": 3,"number_of_replicas": 0} }
GET 10.0.0.91:9200/mapping-ip
创建测试数据
POST http://10.0.0.91:9200/_bulk { "create": { "_index": "mapping-ip"} } { "ip_addr": "192.168.10.101" } { "create": { "_index": "mapping-ip"} } { "ip_addr": "192.168.10.201" } { "create": { "_index": "mapping-ip"} } { "ip_addr": "172.31.10.100" } { "create": { "_index": "mapping-ip"} } { "ip_addr": "10.0.0.222" } { "create": { "_index": "mapping-ip"} } { "ip_addr": "192.168.20.91" } { "create": { "_index": "mapping-ip"} } { "ip_addr": "10.0.0.93" }
查看IP的网段
GET 10.0.0.91:9200/mapping-ip/_search { "query": {"match" : {"ip_addr": "192.168.0.0/16"}} }
ES的数据映射之date案例
创建索引
PUT http://10.0.0.91:9200/mapping-date { "mappings": { "properties": {"birthday": {"type": "date","format": "yyyy-MM-dd"}} }}
创建测试数据
POST 10.0.0.91:9200/_bulk { "create": { "_index": "mapping-date"} } { "name": "xiaoxu","birthday": "1991-10-01" } { "create": { "_index": "mapping-date"} } { "name": "xiaowang","birthday": "2003-05-01" } { "create": { "_index": "mapping-date"} } { "name": "xiaojiang","birthday": "1996-05-01" }
从大到小查看年龄
GET 10.0.0.91:9200/mapping-ip/_search {"sort": { "birthday": "asc"} }
filebeat
Filebeat 是一个用于转发和集中日志数据的轻量级传输工具
filebeat环境搭建
# 随便下载到哪台节点（此处部署到elk93）
wget https://artifacts.elastic.co/downloads/beats/filebeat/filebeat-7.17.28-amd64.deb
# 安装filebeat包
root@elk93:/home/yuanxiaojiang# dpkg -i filebeat-7.17.28-amd64.deb
# 产看filebeat帮助信息（能够查看到帮助信息则部署成功）
从标准输出到标准输出
root@elk93:~# mkdir -p /etc/filebeat/myconfig/ root@elk93:~# cat /etc/filebeat/myconfig/stdin-to-stdout.yaml filebeat.inputs: - type: stdin output.console: pretty: true root@elk93:~# filebeat -e -c /etc/filebeat/myconfig/stdin-to-stdout.yaml -c：指定配置文件路径 -e：输出日志到标准错误
从标准输入到elasticsearch
root@elk93:~# cat /etc/filebeat/myconfig/stdin-to-elasticsearch.yaml filebeat.inputs: - type: stdin output.elasticsearch: hosts: ["http://10.0.0.91:9200","http://10.0.0.92:9200","http://10.0.0.93:9200"]
root@elk93:~# filebeat -e -c /etc/filebeat/myconfig/stdin-to-elasticsearch.yaml
从tcp到elasticsearch
root@elk93:~# cat /etc/filebeat/myconfig/tcp-to-elasticsearch.yaml filebeat.inputs: - type: tcp host: "0.0.0.0:9000" output.elasticsearch: hosts: ["http://10.0.0.91:9200","http://10.0.0.92:9200","http://10.0.0.93:9200"]
root@elk93:~# filebeat -e -c /etc/filebeat/myconfig/tcp-to-elasticsearch.yaml
# 发送测试数据
[root@elk91 ~]# echo "https://yuan.com" | nc 10.0.0.92 9200
ES的数据流索引
https://www.elastic.co/docs/api/doc/elasticsearch/operation/operation-indices-get-data-lifecycle
# 创建数据流 PUT /_data_stream/{name} # 获取数据流 GET /_data_stream/{name} # 获取单个数据流 GET /_data_stream/ # 获取所有数据流 # 删除数据流 DELETE /_data_stream/{name} # 获取数据流生命周期 GET /_data_stream/{name}/_lifecycle
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