前言
EFK簡(jiǎn)介
Elasticsearch 是一個(gè)實(shí)時(shí)的、分布式的可擴(kuò)展的搜索引擎，允許進(jìn)行全文、結(jié)構(gòu)化搜索，它通常用于索引和搜索大量日志數(shù)據(jù)，也可用于搜索許多不同類型的文檔。
FileBeats 是數(shù)據(jù)采集的得力工具。將 Beats 和您的容器一起置于服務(wù)器上，或者將 Beats 作為函數(shù)加以部署，然后便可在 Elastisearch 中集中處理數(shù)據(jù)。如果需要更加強(qiáng)大的處理性能，Beats 還能將數(shù)據(jù)輸送到 Logstash 進(jìn)行轉(zhuǎn)換和解析。
Kibana 核心產(chǎn)品搭載了一批經(jīng)典功能：柱狀圖、線狀圖、餅圖、旭日?qǐng)D，等等。不僅如此，您還可以使用 Vega 語(yǔ)法來(lái)設(shè)計(jì)獨(dú)屬于您自己的可視化圖形。所有這些都利用 Elasticsearch 的完整聚合功能。
Elasticsearch 通常與 Kibana 一起部署，Kibana 是 Elasticsearch 的一個(gè)功能強(qiáng)大的數(shù)據(jù)可視化 Dashboard，Kibana 允許你通過(guò) web 界面來(lái)瀏覽 Elasticsearch 日志數(shù)據(jù)。
ELK和EFK的區(qū)別:
ELK 是現(xiàn)階段眾多企業(yè)單位都在使用的一種日志分析系統(tǒng)，它能夠方便的為我們收集你想要的日志并且展示出來(lái)
ELK是Elasticsearch、Logstash、Kibana的簡(jiǎn)稱，這三者都是開(kāi)源軟件，通常配合使用。
- Elasticsearch –>存儲(chǔ)數(shù)據(jù)
是一個(gè)實(shí)時(shí)的分布式搜索和分析引擎，它可以用于全文搜索，結(jié)構(gòu)化搜索以及分析。它是一個(gè)建立在全文搜索引擎 Apache Lucene 基礎(chǔ)上的搜索引擎，使用 Java 語(yǔ)言編寫，能對(duì)大容量的數(shù)據(jù)進(jìn)行接近實(shí)時(shí)的存儲(chǔ)、搜索和分析操作。
- Logstash –> 收集數(shù)據(jù)
數(shù)據(jù)收集引擎。它支持動(dòng)態(tài)的從各種數(shù)據(jù)源搜集數(shù)據(jù)，并對(duì)數(shù)據(jù)進(jìn)行過(guò)濾、分析、豐富、統(tǒng)一格式等操作，然后存儲(chǔ)到用戶指定的位置。
- Kibana –> 展示數(shù)據(jù)
數(shù)據(jù)分析和可視化平臺(tái)。通常與 Elasticsearch 配合使用，對(duì)其中數(shù)據(jù)進(jìn)行搜索、分析和以統(tǒng)計(jì)圖表的方式展示。
EFK是ELK日志分析系統(tǒng)的一個(gè)變種，加入了filebeat 可以更好的收集到資源日志 來(lái)為我們的日志分析做好準(zhǔn)備工作。
優(yōu)缺點(diǎn)
Filebeat 相對(duì) Logstash 的優(yōu)點(diǎn)：
侵入低，無(wú)需修改 elasticsearch 和 kibana 的配置；
性能高，IO 占用率比 logstash 小太多；
當(dāng)然 Logstash 相比于 FileBeat 也有一定的優(yōu)勢(shì)，比如 Logstash 對(duì)于日志的格式化處理能力，F(xiàn)ileBeat 只是將日志從日志文件中讀取出來(lái)，當(dāng)然如果收集的日志本身是有一定格式的，F(xiàn)ileBeat 也可以格式化，但是相對(duì)于Logstash 來(lái)說(shuō)，效果差很多。
下面搭建一個(gè)簡(jiǎn)單的EFK日志收集系統(tǒng)，基于最新的版本8.7，ELK三個(gè)軟件版本最好要保持一致，不然會(huì)出現(xiàn)問(wèn)題。
一、下載
下載版本8.7.0
Es地址：https://www.elastic.co/cn/downloads/elasticsearch
Filebeat地址：https://www.elastic.co/cn/downloads/beats/filebeat
Kibana地址：https://www.elastic.co/cn/downloads/kibana
二、使用步驟
1.安裝es
解壓ES安裝文件
修改config目錄中的elasticsearch.yml，添加兩行配置，防止跨域。
http.cors.enabled: true
http.cors.allow-origin: "*"
修改host
network.host: 192.168.100.22
進(jìn)入bin目錄
cmd中運(yùn)行elasticsearch
從啟動(dòng)日志中拷貝出默認(rèn)用戶名
修改elasticsearch.yml文件，xpack.security.http.ssl:enabled設(shè)置為false。
訪問(wèn)localhost:9200，輸入用戶elastic和拷貝出的密碼
能訪問(wèn)，代表成功了
![搭建EFK(Elasticsearch+Filebeat+Kibana)日志收集系統(tǒng)[windows]](https://imgs.yssmx.com/Uploads/2023/06/475312-1.png)
2.安裝kibana
解壓kibana
修改config下kibana.yml
修改配置：
i18n.locale: "zh-CN"
server.host: "192.168.100.22"
server.port: 5601
重置es中kibana賬號(hào)的密碼
進(jìn)入es的bin目錄
執(zhí)行：
elasticsearch-reset-password -u kibana
將生成的密碼拷貝出來(lái)，配置到kibana.yml中
elasticsearch.username: "kibana"
elasticsearch.password: "MK=iUF0fuJYXx-QbC=TF"
進(jìn)入kibana的bin目錄啟動(dòng)kibana.bat
訪問(wèn)http://192.168.100.22:5601，輸入用戶名elastic，密碼為安裝es時(shí)拷貝出來(lái)的密碼![搭建EFK(Elasticsearch+Filebeat+Kibana)日志收集系統(tǒng)[windows]](https://imgs.yssmx.com/Uploads/2023/06/475312-2.png)
3.安裝filebeat
解壓filebeat
修改filebeat.yml，配置說(shuō)明見(jiàn)下面的注釋
......
# ============================== Filebeat inputs ===============================
filebeat.inputs:
# Each - is an input. Most options can be set at the input level, so
# you can use different inputs for various configurations.
# Below are the input specific configurations.
# filestream is an input for collecting log messages from files.
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-access-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\*\log_access.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-access
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-error-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\log_error.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-error
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-info-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\log_info.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-info
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-warn-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\log_warn.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-warn
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
......
setup.ilm.enabled: false # 如果要?jiǎng)?chuàng)建多個(gè)索引，需要將此項(xiàng)設(shè)置為 false
setup.template.name: station_log # 設(shè)置模板的名稱
setup.template.pattern: station_log-* # 設(shè)置模板的匹配方式，索引的前綴要和這里保持一致
setup.template.overwrite: true # 開(kāi)啟新設(shè)置的模板
setup.template.enabled: false # 關(guān)掉默認(rèn)的模板配置
# ---------------------------- Elasticsearch Output ----------------------------
output.elasticsearch:
# Array of hosts to connect to.
hosts: ["192.168.100.22:9200"]
index: station_log-%{[fields.type]}-%{+yyyy.MM.dd} # 設(shè)置索引名稱，后面引用的 fields.type 變量。此處的配置應(yīng)該可以省略（不符合下面創(chuàng)建索引條件的日志，會(huì)使用該索引）
indices: # 使用 indices 代表要?jiǎng)?chuàng)建多個(gè)索引
- index: station_log-newframe-log-access-%{+yyyy.MM.dd} # 設(shè)置 日志的索引，注意索引前面的 station_log 要與setup.template.pattern 的配置相匹配
when.equals: # 設(shè)置創(chuàng)建索引的條件：當(dāng) fields.type 的值等于 newframe-log-access 時(shí)才生效
fields.type: newframe-log-access
- index: station_log-newframe-log-error-%{+yyyy.MM.dd}
when.equals:
fields.type: newframe-log-error
- index: station_log-newframe-log-info-%{+yyyy.MM.dd}
when.equals:
fields.type: newframe-log-info
- index: station_log-newframe-log-warn-%{+yyyy.MM.dd}
when.equals:
fields.type: newframe-log-warn
# Protocol - either `http` (default) or `https`.
#protocol: "https"
# Authentication credentials - either API key or username/password.
#api_key: "id:api_key"
username: "elastic"
password: "QbxGioLkbOy_jNkuvCkV"
......
啟動(dòng)：
filebeat.exe setup
filebeat.exe -e -c filebeat.yml
啟動(dòng)后查看索引，多了幾個(gè)日志的索引![搭建EFK(Elasticsearch+Filebeat+Kibana)日志收集系統(tǒng)[windows]](https://imgs.yssmx.com/Uploads/2023/06/475312-3.png)
文章來(lái)源：http://www.zghlxwxcb.cn/news/detail-475312.html
4.在kibana查看日志
訪問(wèn)kibana:
http://192.168.100.22:5601/
Discover
創(chuàng)建數(shù)據(jù)視圖，查看日志，如下圖![搭建EFK(Elasticsearch+Filebeat+Kibana)日志收集系統(tǒng)[windows]](https://imgs.yssmx.com/Uploads/2023/06/475312-4.png)
文章來(lái)源地址http://www.zghlxwxcb.cn/news/detail-475312.html
附完整的filebeat.yml
###################### Filebeat Configuration Example #########################
# This file is an example configuration file highlighting only the most common
# options. The filebeat.reference.yml file from the same directory contains all the
# supported options with more comments. You can use it as a reference.
#
# You can find the full configuration reference here:
# https://www.elastic.co/guide/en/beats/filebeat/index.html
# For more available modules and options, please see the filebeat.reference.yml sample
# configuration file.
# ============================== Filebeat inputs ===============================
filebeat.inputs:
# Each - is an input. Most options can be set at the input level, so
# you can use different inputs for various configurations.
# Below are the input specific configurations.
# filestream is an input for collecting log messages from files.
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-access-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\*\log_access.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-access
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-error-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\log_error.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-error
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-info-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\log_info.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-info
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
- type: log
# Unique ID among all inputs, an ID is required.
id: my-newframe-warn-id
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- D:\ideaProjects\newframe-by-maven\logs\dmo-uaa\log_warn.log
#- c:\programdata\elasticsearch\logs\*
# 設(shè)置fields，標(biāo)記此日志
fields:
type: newframe-log-warn
multiline.type: pattern
multiline.pattern: '^\d{4}-\d{2}-\d{2}'
multiline.negate: true
multiline.match: after
#multiline.pattern: '^[[:space:]]+(at|\.{3})[[:space:]]+\b|^Caused by:'
#multiline.negate: false
#multiline.match: after
# Exclude lines. A list of regular expressions to match. It drops the lines that are
# matching any regular expression from the list.
# Line filtering happens after the parsers pipeline. If you would like to filter lines
# before parsers, use include_message parser.
#exclude_lines: ['^DBG']
# Include lines. A list of regular expressions to match. It exports the lines that are
# matching any regular expression from the list.
# Line filtering happens after the parsers pipeline. If you would like to filter lines
# before parsers, use include_message parser.
#include_lines: ['^ERR', '^WARN']
# Exclude files. A list of regular expressions to match. Filebeat drops the files that
# are matching any regular expression from the list. By default, no files are dropped.
#prospector.scanner.exclude_files: ['.gz$']
# Optional additional fields. These fields can be freely picked
# to add additional information to the crawled log files for filtering
#fields:
# level: debug
# review: 1
# ============================== Filebeat modules ==============================
filebeat.config.modules:
# Glob pattern for configuration loading
path: ${path.config}/modules.d/*.yml
# Set to true to enable config reloading
reload.enabled: false
# Period on which files under path should be checked for changes
#reload.period: 10s
# ======================= Elasticsearch template setting =======================
setup.template.settings:
index.number_of_shards: 1
#index.codec: best_compression
#_source.enabled: false
# ================================== General ===================================
# The name of the shipper that publishes the network data. It can be used to group
# all the transactions sent by a single shipper in the web interface.
#name:
# The tags of the shipper are included in their own field with each
# transaction published.
#tags: ["service-X", "web-tier"]
# Optional fields that you can specify to add additional information to the
# output.
#fields:
# env: staging
# ================================= Dashboards =================================
# These settings control loading the sample dashboards to the Kibana index. Loading
# the dashboards is disabled by default and can be enabled either by setting the
# options here or by using the `setup` command.
#setup.dashboards.enabled: false
# The URL from where to download the dashboards archive. By default this URL
# has a value which is computed based on the Beat name and version. For released
# versions, this URL points to the dashboard archive on the artifacts.elastic.co
# website.
#setup.dashboards.url:
# =================================== Kibana ===================================
# Starting with Beats version 6.0.0, the dashboards are loaded via the Kibana API.
# This requires a Kibana endpoint configuration.
setup.kibana:
# Kibana Host
# Scheme and port can be left out and will be set to the default (http and 5601)
# In case you specify and additional path, the scheme is required: http://localhost:5601/path
# IPv6 addresses should always be defined as: https://[2001:db8::1]:5601
#host: "localhost:5601"
# Kibana Space ID
# ID of the Kibana Space into which the dashboards should be loaded. By default,
# the Default Space will be used.
#space.id:
# =============================== Elastic Cloud ================================
# These settings simplify using Filebeat with the Elastic Cloud (https://cloud.elastic.co/).
# The cloud.id setting overwrites the `output.elasticsearch.hosts` and
# `setup.kibana.host` options.
# You can find the `cloud.id` in the Elastic Cloud web UI.
#cloud.id:
# The cloud.auth setting overwrites the `output.elasticsearch.username` and
# `output.elasticsearch.password` settings. The format is `<user>:<pass>`.
#cloud.auth:
# ================================== Outputs ===================================
# Configure what output to use when sending the data collected by the beat.
setup.ilm.enabled: false # 如果要?jiǎng)?chuàng)建多個(gè)索引，需要將此項(xiàng)設(shè)置為 false
setup.template.name: station_log # 設(shè)置模板的名稱
setup.template.pattern: station_log-* # 設(shè)置模板的匹配方式，索引的前綴要和這里保持一致
setup.template.overwrite: true # 開(kāi)啟新設(shè)置的模板
setup.template.enabled: false # 關(guān)掉默認(rèn)的模板配置
# ---------------------------- Elasticsearch Output ----------------------------
output.elasticsearch:
# Array of hosts to connect to.
hosts: ["192.168.100.22:9200"]
index: station_log-%{[fields.type]}-%{+yyyy.MM.dd} # 設(shè)置索引名稱，后面引用的 fields.type 變量。此處的配置應(yīng)該可以省略（不符合下面創(chuàng)建索引條件的日志，會(huì)使用該索引）
indices: # 使用 indices 代表要?jiǎng)?chuàng)建多個(gè)索引
- index: station_log-newframe-log-access-%{+yyyy.MM.dd} # 設(shè)置 日志的索引，注意索引前面的 station_log 要與setup.template.pattern 的配置相匹配
when.equals: # 設(shè)置創(chuàng)建索引的條件：當(dāng) fields.type 的值等于 newframe-log-access 時(shí)才生效
fields.type: newframe-log-access
- index: station_log-newframe-log-error-%{+yyyy.MM.dd}
when.equals:
fields.type: newframe-log-error
- index: station_log-newframe-log-info-%{+yyyy.MM.dd}
when.equals:
fields.type: newframe-log-info
- index: station_log-newframe-log-warn-%{+yyyy.MM.dd}
when.equals:
fields.type: newframe-log-warn
# Protocol - either `http` (default) or `https`.
#protocol: "https"
# Authentication credentials - either API key or username/password.
#api_key: "id:api_key"
username: "elastic"
password: "QbxGioLkbOy_jNkuvCkV"
# ------------------------------ Logstash Output -------------------------------
#output.logstash:
# The Logstash hosts
#hosts: ["localhost:5044"]
# Optional SSL. By default is off.
# List of root certificates for HTTPS server verifications
#ssl.certificate_authorities: ["/etc/pki/root/ca.pem"]
# Certificate for SSL client authentication
#ssl.certificate: "/etc/pki/client/cert.pem"
# Client Certificate Key
#ssl.key: "/etc/pki/client/cert.key"
# ================================= Processors =================================
processors:
- add_host_metadata:
when.not.contains.tags: forwarded
- add_cloud_metadata: ~
- add_docker_metadata: ~
- add_kubernetes_metadata: ~
# ================================== Logging ===================================
# Sets log level. The default log level is info.
# Available log levels are: error, warning, info, debug
#logging.level: debug
# At debug level, you can selectively enable logging only for some components.
# To enable all selectors use ["*"]. Examples of other selectors are "beat",
# "publisher", "service".
#logging.selectors: ["*"]
# ============================= X-Pack Monitoring ==============================
# Filebeat can export internal metrics to a central Elasticsearch monitoring
# cluster. This requires xpack monitoring to be enabled in Elasticsearch. The
# reporting is disabled by default.
# Set to true to enable the monitoring reporter.
#monitoring.enabled: false
# Sets the UUID of the Elasticsearch cluster under which monitoring data for this
# Filebeat instance will appear in the Stack Monitoring UI. If output.elasticsearch
# is enabled, the UUID is derived from the Elasticsearch cluster referenced by output.elasticsearch.
#monitoring.cluster_uuid:
# Uncomment to send the metrics to Elasticsearch. Most settings from the
# Elasticsearch output are accepted here as well.
# Note that the settings should point to your Elasticsearch *monitoring* cluster.
# Any setting that is not set is automatically inherited from the Elasticsearch
# output configuration, so if you have the Elasticsearch output configured such
# that it is pointing to your Elasticsearch monitoring cluster, you can simply
# uncomment the following line.
#monitoring.elasticsearch:
# ============================== Instrumentation ===============================
# Instrumentation support for the filebeat.
#instrumentation:
# Set to true to enable instrumentation of filebeat.
#enabled: false
# Environment in which filebeat is running on (eg: staging, production, etc.)
#environment: ""
# APM Server hosts to report instrumentation results to.
#hosts:
# - http://localhost:8200
# API Key for the APM Server(s).
# If api_key is set then secret_token will be ignored.
#api_key:
# Secret token for the APM Server(s).
#secret_token:
# ================================= Migration ==================================
# This allows to enable 6.7 migration aliases
#migration.6_to_7.enabled: true
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