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从零搭建ELK日志监控分析平台(ELASTICSEARCH+LOGSTASH+KIBANA)
最新推荐文章于 2024-01-01 02:44:03 发布
ZKC_开成 于 2021-04-19 17:35:08 发布
阅读量1.6w 收藏 67
点赞数 12
分类专栏： ELK 文章标签： elk elasticsearch kibana
版权声明：本文为博主原创文章，遵循 CC 4.0 BY-SA 版权协议，转载请附上原文出处链接和本声明。
本文链接：https://blog.csdn.net/zkc7441976/article/details/115868050
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ELK 专栏收录该内容
1 篇文章 1 订阅
订阅专栏
目录
* 前言
* ELK是什么（What）？
* * ELK组件介绍
* ELK架构图
* 为什么要用ELK（Why）？
* ELK的使用场景（Where）？
* 如何搭建ELK（How）？
* * 实战项目介绍
* 实战项目分析
* 从零搭建ELK完成实战项目
* * 搭建ElasticSearch
* 搭建Logstash
* 搭建Kibana
前言
学无止境，任何形式的学习，最终必须要有输出才有可能变成自己的知识体系和知识积累。这篇文章也是自己对ELK学习过程中的一次输出，我按照我一贯学习新技术的常用思维（3W1H）去总结归纳。
ELK是什么（WHAT）？
ELK
是ElasticSearch开源生态中提供的一套完整日志收集、分析以及展示的解决方案，是三个产品的首字母缩写，分别是ElasticSearch、Logstash
和 Kibana。除此之外，FileBeat也是目前使用较多的日志收集软件，相对于Logstash更加轻量级占用资源更少。本文学习还是以Logstash为例。
ELK组件介绍
ElasticSearch ，它是一个近实时（NRT）的分布式搜索和分析引擎，它可以用于全文搜索，结构化搜索以及分析。它是一个建立在全文搜索引擎 Apache
Lucene 基础上的搜索引擎，使用 Java 语言编写。
Logstash ，它是一个具有近实时（NRT）传输能力的数据收集、过滤、分析引擎，用来进行数据收集、解析、过滤，并最终将数据发送给ES。
Kibana ，它是一个为 ElasticSearch 提供分析和展示的可视化 Web 平台。它可以在 ElasticSearch
的索引中查找，交互数据，并生成各种维度表格、图形以及仪表盘。
ELK架构图
为什么要用ELK（WHY）？
随着我们系统架构的不断升级，由单体转为分布式、微服务、网格系统等，用户访问产生的日志量也在不断增加，我们急需一个可以快速、准确查询和分析日志的平台。
一个完整的日志分析平台，需要包含以下几个主要特点：
1. 收集－能够采集多种来源的日志数据（系统的错误日志+业务的访问日志）
2. 传输－能够稳定的把日志数据传输到日志平台
3. 存储－如何存储日志数据
4. 分析－可以支持 UI 分析
5. 警告－能够提供错误报告，监控机制
而ELK的出现则为我们提供了一个完整的解决方案，并且都是开源软件，之间互相配合使用，完美衔接，高效的满足了很多场合的应用。是目前主流的一种日志系统。传统意义上，ELK也是作为替代Splunk（日志分析领域的领导者）的一个开源解决方案。
ELK的使用场景（WHERE）？
ELK的核心使用场景，肯定是用于大型软硬件系统的日志采集、分析、展示。近年来随着互联网用户的急剧增加，各种场景也被进一步挖掘出来，刚好最近几年也是大数据比较火热的时候，大家都在使用各种大数据的产品，我们发现
Elasticsearch 就有处理海量数据的能力，几十百 TB 处理起来也很正常，并且比 Hadoop 更方便，速度更快。因此ELK也被用于其他场景，比如
SIEM 领域，有很多公司用来进行安全方面的数据分析，做企业防入侵检测、异常流量分析、用户行为分析等。
如何搭建ELK（HOW）？
我们以一个实战项目为基础，从零开始搭建。
实战项目介绍
对业务系统日志（系统日志+用户访问日志）进行实时搜索、分析和展示。
实战项目分析
1. 目前业务系统日志存在oralce数据库的log表中。
2. 需要先通过Logstash采集oralce中的log表数据。
3. 将Logstash采集到的数据发送到ElasticSearch中。
4. 通过Kibana对ES中数据进行查询、分析和展示。
从零搭建ELK完成实战项目
搭建ELASTICSEARCH
去官网下载ES，本文中以elasticsearch-6.4.3.tar.gz为例
1. 解压缩
tar -zxvf elasticsearch-6.4.3.tar.gz
2. 配置ES的核心配置文件
cd /usr/local/elasticsearch-6.4.3/config
vim elasticsearch.yml
配置如下：
# ======================== Elasticsearch Configuration =========================
#
# NOTE: Elasticsearch comes with reasonable defaults for most settings.
# Before you set out to tweak and tune the configuration, make sure you
# understand what are you trying to accomplish and the consequences.
#
# The primary way of configuring a node is via this file. This template lists
# the most important settings you may want to configure for a production cluster.
#
# Please consult the documentation for further information on configuration options:
# https://www.elastic.co/guide/en/elasticsearch/reference/index.html
#
# ---------------------------------- Cluster -----------------------------------
#
# Use a descriptive name for your cluster:
#
cluster.name: zkc-elasticsearch
#
# ------------------------------------ Node ------------------------------------
#
# Use a descriptive name for the node:
#
node.name: node-0
#
# Add custom attributes to the node:
#
#node.attr.rack: r1
#
# ----------------------------------- Paths ------------------------------------
#
# Path to directory where to store the data (separate multiple locations by comma):
#
path.data: /usr/local/elasticsearch-6.4.3/data
#
# Path to log files:
#
path.logs: /usr/local/elasticsearch-6.4.3/logs
#
# ----------------------------------- Memory -----------------------------------
#
# Lock the memory on startup:
#
#bootstrap.memory_lock: true
#
# Make sure that the heap size is set to about half the memory available
# on the system and that the owner of the process is allowed to use this
# limit.
#
# Elasticsearch performs poorly when the system is swapping the memory.
#
# ---------------------------------- Network -----------------------------------
#
# Set the bind address to a specific IP (IPv4 or IPv6):
#
network.host: 0.0.0.0
#
# Set a custom port for HTTP:
#
#http.port: 9200
http.cors.enabled : true
http.cors.allow-origin : "*"
# For more information, consult the network module documentation.
#
# --------------------------------- Discovery ----------------------------------
#
# Pass an initial list of hosts to perform discovery when new node is started:
# The default list of hosts is ["127.0.0.1", "[::1]"]
#
#discovery.zen.ping.unicast.hosts: ["host1", "host2"]
#
# Prevent the "split brain" by configuring the majority of nodes (total number of master-eligible nodes / 2 + 1):
#
#discovery.zen.minimum_master_nodes:
#
#cluster.initial_master_nodes: ["node-0"]
# For more information, consult the zen discovery module documentation.
#
# ---------------------------------- Gateway -----------------------------------
#
# Block initial recovery after a full cluster restart until N nodes are started:
#
#gateway.recover_after_nodes: 3
#
# For more information, consult the gateway module documentation.
#
# ---------------------------------- Various -----------------------------------
#
# Require explicit names when deleting indices:
#
#action.destructive_requires_name: true
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3. 安装IK中文分析器，ES默认分析器无法对中文进行分析。去GitHub上下载IK分析器，本文中以elasticsearch-analysis-ik-6.4.3.zip为例
4. 解压缩IK
unzip elasticsearch-analysis-ik-6.4.3.zip -d
/usr/local/elasticsearch-6.4.3/plugins/ik/
5. ES不能用root用户启动，所以需要创建普通用户并附权限
useradd esuser
chown -R esuser /usr/local/elasticsearch-6.4.3/
6. 我在虚拟机测试，需要配置es的JVM参数，内存够的可以忽略
vim jvm.options
配置如下：
-Xms128M
-Xmx128M
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7. 配置es其他启动参数
vim /etc/security/limits.conf
配置如下：
# /etc/security/limits.conf
#
#This file sets the resource limits for the users logged in via PAM.
#It does not affect resource limits of the system services.
#
#Also note that configuration files in /etc/security/limits.d directory,
#which are read in alphabetical order, override the settings in this
#file in case the domain is the same or more specific.
#That means for example that setting a limit for wildcard domain here
#can be overriden with a wildcard setting in a config file in the
#subdirectory, but a user specific setting here can be overriden only
#with a user specific setting in the subdirectory.
#
#Each line describes a limit for a user in the form:
#
#<domain> <type> <item> <value>
#
#Where:
#<domain> can be:
# - a user name
# - a group name, with @group syntax
# - the wildcard *, for default entry
# - the wildcard %, can be also used with %group syntax,
# for maxlogin limit
#
#<type> can have the two values:
# - "soft" for enforcing the soft limits
# - "hard" for enforcing hard limits
#
#<item> can be one of the following:
# - core - limits the core file size (KB)
# - data - max data size (KB)
# - fsize - maximum filesize (KB)
# - memlock - max locked-in-memory address space (KB)
# - nofile - max number of open file descriptors
# - rss - max resident set size (KB)
# - stack - max stack size (KB)
# - cpu - max CPU time (MIN)
# - nproc - max number of processes
# - as - address space limit (KB)
# - maxlogins - max number of logins for this user
# - maxsyslogins - max number of logins on the system
# - priority - the priority to run user process with
# - locks - max number of file locks the user can hold
# - sigpending - max number of pending signals
# - msgqueue - max memory used by POSIX message queues (bytes)
# - nice - max nice priority allowed to raise to values: [-20, 19]
# - rtprio - max realtime priority
#
#<domain> <type> <item> <value>
#
#* soft core 0
#* hard rss 10000
#@student hard nproc 20
#@faculty soft nproc 20
#@faculty hard nproc 50
#ftp hard nproc 0
#@student - maxlogins 4
* soft nofile 65536
* hard nofile 131072
* soft nproc 2048
* hard nproc 4096
# End of file
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vim /etc/sysctl.conf
配置如下：
# sysctl settings are defined through files in
# /usr/lib/sysctl.d/, /run/sysctl.d/, and /etc/sysctl.d/.
#
# Vendors settings live in /usr/lib/sysctl.d/.
# To override a whole file, create a new file with the same in
# /etc/sysctl.d/ and put new settings there. To override
# only specific settings, add a file with a lexically later
# name in /etc/sysctl.d/ and put new settings there.
#
# For more information, see sysctl.conf(5) and sysctl.d(5).
#
vm.max_map_count=262145
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配置生效
sysctl -p
8. 切换用户并启动ES
su esuser
cd /usr/local/elasticsearch-6.4.3/bin/
./elasticsearch
9. 启动后查看控制台，并访问ES http://192.168.184.145:9200
搭建LOGSTASH
去官网下载压缩包，本文以logstash-6.4.3.tar.gz为例
1. 解压缩
tar -zxvf logstash-6.4.3.tar.gz
mv logstash-6.4.3 /usr/local/
2. 创建同步文件夹，后面会存入同步相关jar包和配置文件
mkdir sync
3. 创建并编辑同步配置文件
cd sync
vim logstash-db-sync.conf
配置如下：
input{
jdbc{
# 设置 MySql/MariaDB 数据库url以及数据库名称
jdbc_connection_string => "jdbc:oracle:thin:@172.16.4.29:1521:urpdb"
# 用户名和密码
jdbc_user => "USR_JWJC_DEV"
jdbc_password => "JWJCDEV1234"
# 数据库驱动所在位置，可以是绝对路径或者相对路径
jdbc_driver_library => "/usr/local/logstash-6.4.3/sync/ojdbc8-12.2.0.1.jar"
# 驱动类名
jdbc_driver_class => "Java::oracle.jdbc.driver.OracleDriver"
# 开启分页
jdbc_paging_enabled => "true"
# 分页数量
jdbc_page_size => "1000"
# 执行的sql文件路径
statement_filepath => "/usr/local/logstash-6.4.3/sync/jwf_log.sql"
# 设置任务间隔 含义：分 时 天 月 年 全部*默认每分钟跑一次
schedule => "* * * * *"
# 索引类型
type => "_doc"
# 是否开启记录上次追踪的结果
use_column_value => true
# 记录上次追踪的结果值
last_run_metadata_path => "/usr/local/logstash-6.4.3/sync/track_time"
# 追踪字段名称
tracking_column => "ID"
# 追踪字段类型
tracking_column_type => "numeric"
# 是否清除追踪记录
clean_run => false
# 数据库字段名称大写转小写
lowercase_column_names => false
}
}
output{
# es配置
elasticsearch{
# es地址
hosts => ["192.168.184.145:9200"]
# 索引库名称
index => "jwf-logs"
# 设置索引ID
document_id => "%{ID}"
}
# 日志输出
stdout{
codec => json_lines
}
}
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4. 拷贝配置中涉及的数据库驱动jar包，根据实际数据库来
5. 编辑用于同步的sql
vim jwf_log.sql
SELECT * from T_SYSTEM_REQUEST_LOG WHERE ID > :sql_last_value
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6. 启动logstash并观察es索引和数据是否正确
cd bin/
./logstash -f /usr/local/logstash-6.4.3/sync/logstash-db-sync.conf
7. 通过es-head观察或者直接es的rest api查询是否存在索引jwf-logs
搭建KIBANA
去官网下载压缩包，本案例中以kibana-6.4.3-linux-x86_64.tar.gz为例。
1. 解压缩
tar -zxvf kibana-6.4.3-linux-x86_64.tar.gz
2. 配置kibana配置文件
cd /usr/local/kibana-6.4.3-linux-x86_64/config/
vim kibana.yml
配置如下：
默认kibana只能连接本机的ES
# Kibana is served by a back end server. This setting specifies the port to use.
#server.port: 5601
# Specifies the address to which the Kibana server will bind. IP addresses and host names are both valid values.
# The default is 'localhost', which usually means remote machines will not be able to connect.
# To allow connections from remote users, set this parameter to a non-loopback address.
server.host: "192.168.184.145"
# Enables you to specify a path to mount Kibana at if you are running behind a proxy.
# Use the `server.rewriteBasePath` setting to tell Kibana if it should remove the basePath
# from requests it receives, and to prevent a deprecation warning at startup.
# This setting cannot end in a slash.
#server.basePath: ""
# Specifies whether Kibana should rewrite requests that are prefixed with
# `server.basePath` or require that they are rewritten by your reverse proxy.
# This setting was effectively always `false` before Kibana 6.3 and will
# default to `true` starting in Kibana 7.0.
#server.rewriteBasePath: false
# The maximum payload size in bytes for incoming server requests.
#server.maxPayloadBytes: 1048576
# The Kibana server's name. This is used for display purposes.
#server.name: "your-hostname"
# The URL of the Elasticsearch instance to use for all your queries.
elasticsearch.url: "http://192.168.184.145:9200"
# When this setting's value is true Kibana uses the hostname specified in the server.host
# setting. When the value of this setting is false, Kibana uses the hostname of the host
# that connects to this Kibana instance.
#elasticsearch.preserveHost: true
# Kibana uses an index in Elasticsearch to store saved searches, visualizations and
# dashboards. Kibana creates a new index if the index doesn't already exist.
#kibana.index: ".kibana"
# The default application to load.
#kibana.defaultAppId: "home"
# If your Elasticsearch is protected with basic authentication, these settings provide
# the username and password that the Kibana server uses to perform maintenance on the Kibana
# index at startup. Your Kibana users still need to authenticate with Elasticsearch, which
# is proxied through the Kibana server.
#elasticsearch.username: "user"
#elasticsearch.password: "pass"
# Enables SSL and paths to the PEM-format SSL certificate and SSL key files, respectively.
# These settings enable SSL for outgoing requests from the Kibana server to the browser.
#server.ssl.enabled: false
#server.ssl.certificate: /path/to/your/server.crt
#server.ssl.key: /path/to/your/server.key
# Optional settings that provide the paths to the PEM-format SSL certificate and key files.
# These files validate that your Elasticsearch backend uses the same key files.
#elasticsearch.ssl.certificate: /path/to/your/client.crt
#elasticsearch.ssl.key: /path/to/your/client.key
# Optional setting that enables you to specify a path to the PEM file for the certificate
# authority for your Elasticsearch instance.
#elasticsearch.ssl.certificateAuthorities: [ "/path/to/your/CA.pem" ]
# To disregard the validity of SSL certificates, change this setting's value to 'none'.
#elasticsearch.ssl.verificationMode: full
# Time in milliseconds to wait for Elasticsearch to respond to pings. Defaults to the value of
# the elasticsearch.requestTimeout setting.
#elasticsearch.pingTimeout: 1500
# Time in milliseconds to wait for responses from the back end or Elasticsearch. This value
# must be a positive integer.
#elasticsearch.requestTimeout: 30000
# List of Kibana client-side headers to send to Elasticsearch. To send *no* client-side
# headers, set this value to [] (an empty list).
#elasticsearch.requestHeadersWhitelist: [ authorization ]
# Header names and values that are sent to Elasticsearch. Any custom headers cannot be overwritten
# by client-side headers, regardless of the elasticsearch.requestHeadersWhitelist configuration.
#elasticsearch.customHeaders: {}
# Time in milliseconds for Elasticsearch to wait for responses from shards. Set to 0 to disable.
#elasticsearch.shardTimeout: 30000
# Time in milliseconds to wait for Elasticsearch at Kibana startup before retrying.
#elasticsearch.startupTimeout: 5000
# Logs queries sent to Elasticsearch. Requires logging.verbose set to true.
#elasticsearch.logQueries: false
# Specifies the path where Kibana creates the process ID file.
#pid.file: /var/run/kibana.pid
# Enables you specify a file where Kibana stores log output.
#logging.dest: stdout
# Set the value of this setting to true to suppress all logging output.
#logging.silent: false
# Set the value of this setting to true to suppress all logging output other than error messages.
#logging.quiet: false
# Set the value of this setting to true to log all events, including system usage information
# and all requests.
#logging.verbose: false
# Set the interval in milliseconds to sample system and process performance
# metrics. Minimum is 100ms. Defaults to 5000.
#ops.interval: 5000
# The default locale. This locale can be used in certain circumstances to substitute any missing
# translations.
#i18n.defaultLocale: "en"
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3. 启动Kibana
cd bin/
./kibana
4. 进入Kibana主页并配置查询的index索引规则
5. 索引规则创建后，进入Discover即可查询到被规则命中的索引记录,基于Lucene语法
6. 支持监控图表和仪表盘自定义
注意：
ELK中涉及的各组件，版本要保持一致，否则可能会出现匹配错误。
优惠劵
ZKC_开成
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* 从零搭建ELK日志监控分析平台(ElasticSearch+Logstash+Kibana)
目录前言ELK是什么（What）？ELK组件介绍ELK架构图为什么要用ELK（Why）？ELK的使用场景（Where）？如何搭建ELK（How）？实战项目介绍实战项目分析从零搭建ELK完成实战项目搭建ElasticSearch搭建Logstash搭建Kibana前言学无止境，任何形式的学习，最终必须要有输出才有可能变成自己的知识体系和知识积累。这篇文章也是自己对ELK学习过程中的一次输出，我按照我一贯学习新技术的常用思维（3W1H）去总结归纳。ELK是什么（What）？ELK
是ElasticSea
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ELK(ElasticSearch+Logstash+Kibana)
04-23
大型日志分析 ElasticSearch+Logstash+Kibana教程从部署到日志采集到日志展示完整流程.
快速搭建ELK日志分析系统
01-27
ELK是Elasticsearch、Logstash、Kibana的简称，这三者是核心套件，但并非全部。Elasticsearch是实时全文搜索和分析引擎，提供搜集、分析、存储数据三大功能；是一套开放REST和JAVA
API等结构提供高效搜索功能，可扩展的分布式系统。它构建于ApacheLucene搜索引擎库之上。Logstash是一个用来搜集、分析、过滤日志的工具。它支持几乎任何类型的日志，包括系统日志、错误日志和自定义应用程序日志。它可以从许多来源接收日志，这些来源包
3 条评论 您还未登录，请先 登录 后发表或查看评论
ELK概述部署和Filebeat 分布式日志管理平台部署_filebeat elk-CSDN...
1-5
2.7、ELK Kiabana 部署(在 Node1 节点上操作) 三、Filebeat作为日志收集器 一、ELK 简介
ELK平台是一套完整的日志集中处理解决方案,将 ElasticSearch、Logstash 和 Kiabana 三个开源工具配合使用,
完成更强大的用户对日志的查询、排序、...
ELK 详解
1-7
首先filebeat是Beats中的一员。
Beats在是一个轻量级日志采集器,其实Beats家族有6个成员,早期的ELK架构中使用Logstash收集、解析日志,但是Logstash对内存、cpu、io等资源消耗比较高。相比Logstash,Beats所占系统的CPU和内存几乎可以忽略不计...
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ElasticStack日志分析平台－ES 集群、Kibana与Kafka
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04-30
基于docker-compose构建filebeat + Logstash +Elasticsearch+ kibana日志系统
对nginx日志进行正则切割字段。 https://www.jianshu.com/p/f7927591d530
ELK简介
1-5
目前比较有名成熟的有,Splunk(商业)、FaceBook 的Scribe、Apache的Chukwa Cloudera的Fluentd、还有ELK等等。
3.ELK的工作流程简介 在需要收集日志的所有服务上部署Logstash,作为Logstash Agent(logstash
shipper)用于监控并过滤收集日志,将过...
ELK——企业级日志管理系统
1-5
4、FileBeat,它是一个轻量级的日志收集处理工具(Agent),Filebeat占用资源少,适合于在各个服务器上搜集日志后传输给Logstash,官方也推荐此工具。
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ELK(ElasticSearch,Logstash,Kibana)搭建实时日志分析平台
01-29
在搜索ELK资料的时候，发现这篇文章比较好，于是摘抄一小段：
以下内容来自：http://baidu.blog.51cto.com/71938/1676798日志主要包括系统日志、应用程序日志和安全日志。系统运维和开发人员可以通过日志了解服务器软硬件信息、检查配置过程中的错误及错误发生的原因。经常分析日志可以了解服务器的负荷，性能安全性，从而及时采取措施纠正错误。通常，日志被分散的储存不同的设备上。如果你管理数十上百台服务器，你还在使用依次登录每台机器的传统方法查阅日志。这样是不是感觉
ELK——一套实用、易用的监控架构
小柏ぁ的博客
12-30 7854
ELK是什么
通俗来讲，ELK是由Elasticsearch（日志存储和搜索）、Logstash（日志收集）、Kibana（查看日志）三个开源软件的组成的一个组合体，ELK是elastic公司研发的一套完整的日志收集、分析和展示的企业级解决方案，在这三个软件当中，每个软件用于完成不同的功能，ELK又称为ELKstack。
官方域名为elastic.co。 ELK的主要优点 处理方式灵活：elasticsearch是实时全文索引，具有强大的搜索功能 （支持任意key全文搜索）
...
ELK——一套实用、易用的监控架构
1-3
elk组件的作用 elasticsearch核心概念(属于elk的老大) 分片的两个最主要原因: logstash的基本概念 Kibana 主要功能
ELK工作原理 使用场景 搭建elk 使用插件管理 登录Apache主机 做对接配置 ...
ELK基础配置和使用_elk使用
1-6
ELK基础配置和使用 目录 Elastic Stack 简介 一、简介 1、部署架构图 2、流程图 3、Filebeat 3.1 输入 3.2 收集器 3.3
输出 3.4 消息队列 3.5 Filebeat工作原理 3.6 配置说明 4、Logstash...
ELK原理与介绍
aiduo4911的博客
12-13 1756
为什么用到ELK： 一般我们需要进行日志分析场景：直接在日志文件中 grep、awk
就可以获得自己想要的信息。但在规模较大的场景中，此方法效率低下，面临问题包括日志量太大如何归档、文本搜索太慢怎么办、如何多维度查询。需要集中化的日志管理，所有服务器上的日志收集汇总。常见解决思路是建立集中式日志收集系统，将所有节点上的日志统一收集，管理，访问。
一般大型系统是一个分布式部署的架构，...
ELK整理
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ELK一、ELK介绍二、 Elasticsearch的安装部署1、依赖于java,所以首先安装java环境-jdk2、
Elasticsearch的安装3、Elasticsearch-head插件的安装 一、ELK介绍
ELK是Elasticsearch,logash,kibana的结合。 Elasticsearch的功能： 1.搜索 2.全文检索 3.分析数据
4.处理海量数据PB,对海量数据进行近实时的处理(ES可以自动将海量数据分散到多台服务器上去存储和检索) 5.高可用高性能分布式搜索引擎数据库
ELK入门——ELK详细介绍(ELK概念和特点、Elasticsearch/Logsta...
1-3
ELK是Elasticsearch(ES) , Logstash, Kibana的结合,是一个开源日志收集软件。
Elasticsearch(ES):开源分布式搜索引擎,提供搜集、分析、存储数据功能。
Logstash:日志搜集、分析、过滤,支持大量数据获取。其自带输入(input)、过滤语法(grok)...
ELK简介与学习路线-ELK_elk学习
1-1
如果你是第一次接触 ELK Stack,建议你直接使用最新版本的。 如果你之前的项目/产品或自学的过程中,接触过早期的版本
1.X、2.X,一方面为了提升性能,建议升级为最新的版本,另一方面,由于各种外部原因(如代码升级成本高、业务系统已经稳定...
ELK日志分析监控平台
派大星的不眠博客
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日志对于分析系统、应用的状态十分重要，但一般日志的量会比较大，并且比较分散。
如果管理的服务器或者程序比较少的情况我们还可以逐一登录到各个服务器去查看、分析。但如果服务器或者程序的数量比较多了之后这种方法就显得力不从心。基于此，一些集中式的日志系统也就应用而生。目前比较有名成熟的有，Splunk(商业)、FaceBook
的Scribe、Apache的Chukwa Cloudera的Fluentd、还有ELK等等。
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一般我们需要进行日志分析场景：直接在日志文件中 grep、awk
就可以获得自己想要的信息。但在规模较大的场景中，此方法效率低下，面临问题包括日志量太大如何归档、文本搜索太慢怎么办、如何多维度查询。需要集中化的日志管理，所有服务器上的日志收集汇总。常见解决思路是建立集中式日志收集系统，将所有节点上的日志统一收集，管理，访问。一般大型系统是一个分布式部署的架构，不同的服务模块部署在不同的服务器上，问...
大数据笔记--ELK(第一篇)_大数据elk
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大数据笔记--ELK(第一篇) 一、ELK介绍 1、什么是ELK ELK
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1.1、E-ELASTICSEARCH...
ELK--- ELK简介
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文章目录ELK简介特点组件介绍Elastic SearchLogstashKibanaBeatsElastic cloud ELK简介
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Search、Logstash、Kibana。
但是实际上ELK不仅仅适用于日志分析，它还可以支持其它任何数据搜索、分析和收集的场景，日志分析和收集只是更具有代表性，并非唯一性。 架构图如下：
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12-02
ELK是三个开源软件的缩写，分别表示：Elasticsearch , Logstash, Kibana ,
它们都是开源软件。新增了一个FileBeat，它是一个轻量级的日志收集处理工具(Agent)，Filebeat占用资源少，适合于在各个服务器上搜集日志后传输给Logstash，官方也推荐此工具。
Elasticsearch是个开源分布式搜索引擎，提供搜集、分析、存储数据三大功能。它的特点有：分布式，零配置，自动发现，索引自动分片，索引副本机制，restful风格接口，多数据源，自动搜索负载等。
Logstash 主要是用来日志的搜集、分析、过滤日志的工具，支持大量的数据获取方式。一般
elasticsearch+logstash+kibana+filebeat.7z (ELK 7.9.0)
04-25
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上文把采集端filebeat如何使用介绍完，现在随着数据的链路，继续~~可以看到，logstash和kibana都依赖于ElasticSearch，填写es的地址使用容器名“elasticsearch:9200”，省去分配内网IP的过程。es存储需要持久化，三个组件的配置文件都开放，便于在宿主机上修改。由于es和kibana在后文将另外讲述，所以本文只进一步介绍logstash的使用。
【ES】es介绍，使用spring-boot-starter-data-elasticsearch整合的ES来进行操作Es
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*** 资源表对应的实体类// 无参构造 public BdDataDataVo() {} // 构造方法将BdDataData类转换为BdDataDataVo
public BdDataDataVo(BdDataData bdDataData) {} } }/*** 资源表对应的实体类。
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Elasticsearch：基于Apache Lucene并使用Java开发的分布式开源搜索和分析引擎。是 Elastic Stack
的核心，它集中存储您的数据。Elastic Stack：包括 Elasticsearch、Logstash 、 Kibana 和Beats （也称为 ELK
Stack）。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。ES是一个分布式、可扩展的、近实时的数据搜索、分析与存储引擎。
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分支，你可以当作是个干净的主线，每次新来一个需求的时候你都可以以该分支为基准，新建一个分支进行开发，最后进行合并，并由这个基准分支（本地。当 Git
不知道怎么合并某两处冲突的修改时，会中断自动合并，并对冲突文件进行标记。公钥文件中的内容全部复制，以使用 gitlab
仓库为例，打开gitlab，找到。分支是可以删掉的，并不一定要提交到远程，不然远程仓库里会有很多冗余分支。和你什么时候创建的它无关，也和仓库的起点无关，只和它当前指向哪个。，它可以在用户主目录下(全局配置)，也可以在项目目录下(项目配置)
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【代码】OpenGL ES案例学习-画板。
elasticsearch kibana logstash
07-17
Elasticsearch、Logstash和Kibana是一个流行的开源软件堆栈，用于实时搜索和分析大量数据。Elasticsearch是一个分布式搜索和分析引擎，Logstash是一个数据收集和处理工具，Kibana是一个数据可视化工具。这个堆栈通常被称为ELK堆栈。它被广泛应用于日志分析、安全分析、业务分析等领域。
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最新评论
* 从零搭建ELK日志监控分析平台(ElasticSearch+Logstash+Kibana)
hehehehhhehehe: logstash跟着一步步走的不行啊
* 深入理解Spring的@Order注解和Ordered接口
dengpengfei@qqq: 这就是bean注入ListBean的顺序咯，实际上就是bean注入的顺序
* 从零搭建ELK日志监控分析平台(ElasticSearch+Logstash+Kibana)
嗨 朋友: 牛的，学到了
* 深入理解Spring的@Order注解和Ordered接口
南阁子o: 实现了Ordered接口的比标注@Order的bean更早执行getBean方法
* 从零搭建ELK日志监控分析平台(ElasticSearch+Logstash+Kibana)
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1. 目录
2. 前言
3. ELK是什么（What）？
4. 1. ELK组件介绍
2. ELK架构图
5. 为什么要用ELK（Why）？
6. ELK的使用场景（Where）？
7. 如何搭建ELK（How）？
8. 1. 实战项目介绍
2. 实战项目分析
3. 从零搭建ELK完成实战项目
4. 1. 搭建ElasticSearch
2. 搭建Logstash
3. 搭建Kibana
目录
1. 目录
2. 前言
3. ELK是什么（What）？
4. 1. ELK组件介绍
2. ELK架构图
5. 为什么要用ELK（Why）？
6. ELK的使用场景（Where）？
7. 如何搭建ELK（How）？
8. 1. 实战项目介绍
2. 实战项目分析
3. 从零搭建ELK完成实战项目
4. 1. 搭建ElasticSearch
2. 搭建Logstash
3. 搭建Kibana
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Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
CRIMTAN HOLDINGS LIMITED
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Authentication-derived
identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
GENIUS SPORTS UK LIMITED
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Authentication-derived identifiers, Probabilistic identifiers,
Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
CRITEO SA
Cookie duration: 390 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Authentication-derived identifiers, Probabilistic identifiers,
Users’ profiles
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
ADLOOX SA
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Device identifiers, Probabilistic
identifiers
more
Uses other forms of storage.
View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
BLIS GLOBAL LIMITED
Cookie duration: 400 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Authentication-derived
identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
LOTAME SOLUTIONS, INC
Cookie duration: 274 (days).
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Privacy choices, User-provided data, Device identifiers,
Authentication-derived identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
Consent
LIVERAMP
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Authentication-derived identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
GROUPM UK LIMITED
Cookie duration: 395 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, Device identifiers, Authentication-derived identifiers, Probabilistic
identifiers
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
LOOPME LIMITED
Cookie duration: 90 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Probabilistic identifiers,
Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
DYNATA LLC
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
ASK LOCALA
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Privacy choices, Device identifiers
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
NEAR INTELLIGENCE
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Device
identifiers
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
DOUBLEVERIFY INC.
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Probabilistic
identifiers
more
View details | Privacy policylaunch
Legitimate interesthelp_outline
BIDSWITCH GMBH
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, Device identifiers, Authentication-derived identifiers, Probabilistic
identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
IPONWEB GMBH
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
NEXTROLL, INC.
Cookie duration: 183 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Privacy policylaunch
Consent
TEADS FRANCE SAS
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Probabilistic identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
STRÖER SSP GMBH (SSP)
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Probabilistic identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
OS DATA SOLUTIONS GMBH & CO. KG
Cookie duration: 90 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Probabilistic identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
PERMODO GMBH
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
PLATFORM161 B.V.
Cookie duration: 396 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, Device identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
ADACADO TECHNOLOGIES INC. (DBA ADACADO)
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Non-precise location data, Browsing
and interaction data, Privacy choices
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
BASIS GLOBAL TECHNOLOGIES, INC.
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, Device identifiers, Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
SMADEX, S.L.U.
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Privacy choices, User-provided data, Device identifiers,
Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
BOMBORA INC.
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Device identifiers,
Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
EASYMEDIA GMBH
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, Device identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
REMERGE GMBH
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Device identifiers
more
Uses other forms of storage.
View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
ADVANCED STORE GMBH
Cookie duration: 365 (days).
Data collected and processed: Device identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
MAGNITE CTV, INC.
Cookie duration: 366 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, Device identifiers, Probabilistic identifiers
more
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
DELTA PROJECTS AB
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Authentication-derived
identifiers, Probabilistic identifiers, Users’ profiles
more
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
USEMAX ADVERTISEMENT (EMEGO GMBH)
Cookie duration: 365 (days).
Data collected and processed: Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
EMETRIQ GMBH
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Probabilistic
identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
PUBLICIS MEDIA GMBH
Cookie duration: 1825 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Probabilistic
identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
Consent
M.D. PRIMIS TECHNOLOGIES LTD.
Cookie duration: 25 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Probabilistic identifiers
more
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
ONETAG LIMITED
Cookie duration: 396 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
CLOUD TECHNOLOGIES S.A.
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Privacy policylaunch
Consent
SMARTOLOGY LIMITED
Doesn't use cookies.
Data collected and processed: IP addresses
more
Uses other forms of storage.
View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
IMPROVE DIGITAL
Cookie duration: 90 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Authentication-derived
identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
ADOBE ADVERTISING CLOUD
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Privacy choices, Device identifiers,
Authentication-derived identifiers
more
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
BANNERFLOW AB
Cookie duration: 366 (days).
Data collected and processed: IP addresses
more
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
TABMO SAS
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Probabilistic identifiers,
Users’ profiles
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
INTEGRAL AD SCIENCE (INCORPORATING ADMANTX)
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices
more
View details | Privacy policylaunch
Legitimate interesthelp_outline
WIZALY
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices,
Authentication-derived identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
WEBORAMA
Cookie duration: 393 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Probabilistic
identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
JIVOX CORPORATION
Cookie duration: 30 (days).
Data collected and processed: IP addresses, Non-precise location data, Precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
MOBILE PROFESSIONALS BV / SAGE+ARCHER BV
Doesn't use cookies.
Data collected and processed: Non-precise location data
more
View details | Privacy policylaunch
Consent
ON DEVICE RESEARCH LIMITED
Cookie duration: 30 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data,
User-provided data, Device identifiers
more
View details | Storage details | Privacy policylaunch
Consent
ROCKABOX MEDIA LTD
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data
more
View details | Storage details | Privacy policylaunch
Legitimate interesthelp_outline
EXACTAG GMBH
Cookie duration: 180 (days).
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Privacy choices, Device identifiers, Authentication-derived
identifiers
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
CELTRA INC.
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Precise
location data, Device identifiers
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
MAINADV SRL
Cookie duration: 30 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
GEMIUS SA
Cookie duration: 1825 (days).
Data collected and processed: Device characteristics, Browsing and interaction
data, Privacy choices, Device identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
Consent
THE KANTAR GROUP LIMITED
Cookie duration: 914 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
Consent
NIELSEN MEDIA RESEARCH LTD.
Cookie duration: 120 (days).
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Privacy choices, Device identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
SOLOCAL SA
Cookie duration: 396 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
PIXALATE, INC.
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Device identifiers
more
View details | Storage details | Privacy policylaunch
Consent
ORACLE ADVERTISING
Cookie duration: 180 (days).
Data collected and processed: Device characteristics, Non-precise location data,
Browsing and interaction data, Privacy choices, User-provided data, Device
identifiers, Authentication-derived identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
NUMBERLY
Cookie duration: 180 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
AUDIENCEPROJECT APS
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Probabilistic
identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
DEMANDBASE, INC.
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Probabilistic identifiers,
Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
EFFILIATION / EFFINITY
Cookie duration: 2 (days).
Data collected and processed: Device characteristics
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
SEENTHIS AB
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics
more
View details | Privacy policylaunch
COMMANDERS ACT
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device identifiers
more
View details | Storage details | Privacy policylaunch
Consent
TRAVEL AUDIENCE GMBH
Cookie duration: 397 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Device
identifiers, Authentication-derived identifiers, Probabilistic identifiers,
Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
Consent
HUMAN
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Device identifiers, Probabilistic identifiers
more
View details | Privacy policylaunch
Legitimate interesthelp_outline
BLENDEE SRL
Cookie duration: 366 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
INNOVID LLC
Cookie duration: 90 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
PAPIRFLY AS
Doesn't use cookies.
Data collected and processed: Device characteristics
more
View details | Privacy policylaunch
Legitimate interesthelp_outline
NEUSTAR, INC., A TRANSUNION COMPANY
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Probabilistic
identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
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SALESFORCE.COM, INC.
Cookie duration: 180 (days).
Data collected and processed: Device characteristics, Non-precise location data,
Browsing and interaction data, Privacy choices, User-provided data, Device
identifiers, Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
Consent
VERVE GROUP EUROPE GMBH
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Authentication-derived
identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
OTTO (GMBH & CO KG)
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Browsing and interaction data,
Privacy choices, User-provided data, Device identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
ADOBE AUDIENCE MANAGER, ADOBE EXPERIENCE PLATFORM
Cookie duration: 180 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Authentication-derived
identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Privacy policylaunch
Consent
LOCALSENSOR B.V.
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Privacy choices, Device identifiers
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
ONLINE SOLUTION
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, User-provided data, Device identifiers, Probabilistic identifiers,
Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
Consent
RELAY42 NETHERLANDS B.V.
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Privacy choices, User-provided data, Device identifiers,
Probabilistic identifiers, Users’ profiles
more
View details | Storage details | Privacy policylaunch
Consent
GP ONE GMBH
Cookie duration: Uses session cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data
more
Uses other forms of storage.
View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
LIFTOFF MOBILE, INC.
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Probabilistic identifiers
more
Uses other forms of storage.
View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
THE MEDIAGRID INC.
Cookie duration: 365 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Precise location data, Browsing and interaction data, Privacy
choices, Device identifiers, Probabilistic identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
MINDTAKE RESEARCH GMBH
Cookie duration: 180 (days).
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Device identifiers, Probabilistic identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
CINT AB
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Privacy choices, Device identifiers
more
View details | Privacy policylaunch
Consent
GOOGLE ADVERTISING PRODUCTS
Cookie duration: 396 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline
GFK SE
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, User-provided
data, Device identifiers, Authentication-derived identifiers, Users’ profiles
more
Uses other forms of storage.
View details | Privacy policylaunch
Consent
REVJET
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Non-precise location data, Privacy
choices, Device identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
PROTECTED MEDIA LTD
Doesn't use cookies.
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Device identifiers, Probabilistic identifiers
more
View details | Privacy policylaunch
Legitimate interesthelp_outline
CLINCH LABS LTD
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Probabilistic identifiers, Users’ profiles
more
Cookie duration resets each session.
View details | Privacy policylaunch
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ORACLE DATA CLOUD - MOAT
Doesn't use cookies.
Data collected and processed: IP addresses, Non-precise location data
more
View details | Privacy policylaunch
Legitimate interesthelp_outline
HEARTS AND SCIENCE MÜNCHEN GMBH
Cookie duration: 60 (days).
Data collected and processed: IP addresses
more
Cookie duration resets each session.
View details | Privacy policylaunch
Consent
AMAZON ADVERTISING
Cookie duration: 396 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Authentication-derived identifiers, Users’ profiles
more
Cookie duration resets each session. Uses other forms of storage.
View details | Storage details | Privacy policylaunch
Consent
MOLOCO, INC.
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Device identifiers
more
Cookie duration resets each session. Uses other forms of storage.
View details | Privacy policylaunch
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ADTRIBA GMBH
Cookie duration: 730 (days).
Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Browsing and interaction data, Privacy choices, Device
identifiers, Authentication-derived identifiers
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
OBJECTIVE PARTNERS BV
Cookie duration: 90 (days).
Data collected and processed: Device identifiers
more
Cookie duration resets each session.
View details | Storage details | Privacy policylaunch
Consent
ENSIGHTEN
Cookie duration: 1825 (days).
Data collected and processed: IP addresses, Device characteristics, Browsing and
interaction data, Privacy choices, Device identifiers
more
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学习助手，您可以基于《从零搭建ELK日志监控分析平台(ElasticSearch+Logstash+Kibana)》相关内容进行对话，请进行提问开始学习吧~
本文介绍了ELK（ElasticSearch、Logstash 和
Kibana）的概念、组件、架构图、使用场景以及如何搭建ELK的详细步骤。ELK是一套完整的日志收集、分析和展示的解决方案，包括ElasticSearch、Logstash和Kibana三个组件。ElasticSearch是一个分布式搜索和分析引擎，可以用于全文搜索、结构化搜索和分析。Logstash是一个数据收集、过滤、分析引擎，可以将数据发送给ElasticSearch。Kibana是一个为ElasticSearch提供分析和展示的Web平台，可以查询、交互和生成各种维度的表格、图形和仪表盘。ELK可以用于大型软硬件系统的日志采集、分析和展示，也可以用于其他场景如安全领域的数据分析。搭建ELK的步骤包括安装ElasticSearch、配置核心文件、安装中文分析器IK、创建普通用户并赋予权限。
提问示例:
1. ELK是什么？
2. 为什么要用ELK？
3. ELK的使用场景是什么？
4. 如何搭建ELK？
5. 从零搭建ELK完成实战项目的步骤是什么？
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