ElasticSearch實戰:Linux日誌對接Kibana
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ElasticSearch是一個基於Lucene的搜尋伺服器。它提供了一個分散式多使用者能力的全文搜尋引擎,基於RESTFul web介面。ElasticSearch是用Java開發的,並作為Apache許可條款下的開放原始碼釋出,是當前流行的企業級搜尋引擎。ElasticSearch常用於全文檢索,結構化檢索,資料分析等。
下面,我們以ElasticSearch接管Linux日誌(/var/log/xxx.log)為例,詳細介紹如何進行配置與部署。
總體架構圖
一,準備工作
1,CVM及ElasticSearch
在騰訊雲帳號下,申請一臺CVM(Linux作業系統)、一個ElasticSearch叢集(後面簡稱ES),使用最簡配置即可;申請的CVM和ES,必須在同一個VPC的同一個子網下。
CVM詳情資訊
ElasticSearch詳情資訊
2,Filebeat工具
為了將Linux日誌提取到ES中,我們需要使用Filebeat工具。Filebeat是一個日誌檔案託運工具,在你的伺服器上安裝客戶端後,Filebeat會監控日誌目錄或者指定的日誌檔案,追蹤讀取這些檔案(追蹤檔案的變化,不停的讀),並且轉發這些資訊到ElasticSearch或者logstarsh中存放。當你開啟Filebeat程式的時候,它會啟動一個或多個探測器(prospectors)去檢測你指定的日誌目錄或檔案,對於探測器找出的每一個日誌檔案,Filebeat啟動收割程序(harvester),每一個收割程序讀取一個日誌檔案的新內容,併發送這些新的日誌資料到處理程式(spooler),處理程式會集合這些事件,最後Filebeat會發送集合的資料到你指定的地點。
官網簡介:https://www.elastic.co/products/beats/filebeat
二,操作步驟
1,Filebeat下載與安裝
首先,登入待接管日誌的CVM,在CVM上下載Filebeat工具:
[root@VM_3_7_centos ~]# cd /opt/ [root@VM_3_7_centos opt]# ll total 4 drwxr-xr-x. 2 root root 4096 Sep 7 2017 rh [root@VM_3_7_centos opt]# wget https://artifacts.elastic.co/downloads/beats/filebeat/filebeat-6.2.2-x86_64.rpm --2018-12-10 20:24:26-- https://artifacts.elastic.co/downloads/beats/filebeat/filebeat-6.2.2-x86_64.rpm Resolving artifacts.elastic.co (artifacts.elastic.co)... 107.21.202.15, 107.21.127.184, 54.225.214.74, ... Connecting to artifacts.elastic.co (artifacts.elastic.co)|107.21.202.15|:443... connected. HTTP request sent, awaiting response... 200 OK Length: 12697788 (12M) [binary/octet-stream] Saving to: ‘filebeat-6.2.2-x86_64.rpm’ 100%[=================================================================================================>] 12,697,788 160KB/s in 1m 41s 2018-12-10 20:26:08 (123 KB/s) - ‘filebeat-6.2.2-x86_64.rpm’ saved [12697788/12697788]
然後,進行安裝filebeat:
[root@VM_3_7_centos opt]# rpm -vi filebeat-6.2.2-x86_64.rpm
warning: filebeat-6.2.2-x86_64.rpm: Header V4 RSA/SHA512 Signature, key ID d88e42b4: NOKEY
Preparing packages...
filebeat-6.2.2-1.x86_64
[root@VM_3_7_centos opt]#
至此,Filebeat安裝完成。
2,Filebeat配置
進入Filebeat配置檔案目錄:/etc/filebeat/
[root@VM_3_7_centos opt]# cd /etc/filebeat/
[root@VM_3_7_centos filebeat]# ll
total 108
-rw-r--r-- 1 root root 44384 Feb 17 2018 fields.yml
-rw-r----- 1 root root 52193 Feb 17 2018 filebeat.reference.yml
-rw------- 1 root root 7264 Feb 17 2018 filebeat.yml
drwxr-xr-x 2 root root 4096 Dec 10 20:35 modules.d
[root@VM_3_7_centos filebeat]#
其中,filebeat.yml就是我們需要修改的配置檔案。建議修改配置前,先備份此檔案。
然後,確認需要對接ElasticSearch的Linux的日誌目錄,我們以下圖(/var/log/secure)為例。
/var/log/secure日誌檔案
使用vim開啟/etc/filebeat/filebeat.yml檔案,修改其中的:
1)Filebeat prospectors類目中,enable預設為false,我們要改為true
2)paths,預設為/var/log/*.log,我們要改為待接管的日誌路徑:/var/log/secure
3)Outputs類目中,有ElasticSearchoutput配置,其中hosts預設為"localhost:9200",需要我們手工修改為上面申請的ES子網地址和埠,即**"10.0.3.8:9200"**。
修改好上述內容後,儲存退出。
修改好的配置檔案全文如下:
[root@VM_3_7_centos /]# vim /etc/filebeat/filebeat.yml
[root@VM_3_7_centos /]# cat /etc/filebeat/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 prospectors =============================
filebeat.prospectors:
# Each - is a prospector. Most options can be set at the prospector level, so
# you can use different prospectors for various configurations.
# Below are the prospector specific configurations.
- type: log
# Change to true to enable this prospector configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- /var/log/secure
#- c:\programdata\elasticsearch\logs\*
# Exclude lines. A list of regular expressions to match. It drops the lines that are
# matching any regular expression from the list.
#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.
#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.
#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
### Multiline options
# Mutiline can be used for log messages spanning multiple lines. This is common
# for Java Stack Traces or C-Line Continuation
# The regexp Pattern that has to be matched. The example pattern matches all lines starting with [
#multiline.pattern: ^\[
# Defines if the pattern set under pattern should be negated or not. Default is false.
#multiline.negate: false
# Match can be set to "after" or "before". It is used to define if lines should be append to a pattern
# that was (not) matched before or after or as long as a pattern is not matched based on negate.
# Note: After is the equivalent to previous and before is the equivalent to to next in Logstash
#multiline.match: after
#============================= 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: 3
#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` CLI flag or 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"
#============================= 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.
#-------------------------- Elasticsearch output ------------------------------
output.elasticsearch:
# Array of hosts to connect to.
hosts: ["10.0.3.8:9200"]
# Optional protocol and basic auth credentials.
#protocol: "https"
#username: "elastic"
#password: "changeme"
#----------------------------- 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"
#================================ 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",
# "publish", "service".
#logging.selectors: ["*"]
#============================== Xpack 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.
#xpack.monitoring.enabled: false
# Uncomment to send the metrics to Elasticsearch. Most settings from the
# Elasticsearch output are accepted here as well. Any setting that is not set is
# automatically inherited from the Elasticsearch output configuration, so if you
# have the Elasticsearch output configured, you can simply uncomment the
# following line.
#xpack.monitoring.elasticsearch:
[root@VM_3_7_centos /]#
執行下列命令啟動filebeat
[root@VM_3_7_centos /]# sudo /etc/init.d/filebeat start
Starting filebeat (via systemctl): [ OK ]
[root@VM_3_7_centos /]#
3,Kibana配置
進入ElasticSearch對應的Kibana管理頁,如下圖。
首次訪問Kibana預設會顯示管理頁
首次登陸,會預設進入Management頁面,我們需要將Index pattern內容修改為:filebeat-*,然後頁面會自動填充**Time Filter field name,**不需手動設定,直接點選Create即可。點選Create後,頁面需要一定時間來載入配置和資料,請稍等。如下圖:
將Index pattern內容修改為:filebeat-*,然後點選Create
至此,CVM上,/var/log/secure日誌檔案,已對接到ElasticSearch中,歷史日誌可以通過Kibana進行查詢,最新產生的日誌也會實時同步到Kibana中。
三,實戰效果
日誌接管已完成配置,如何使用呢?
如下圖:
在Index Patterns中可以看到我們配置過的filebeat-*
點選Discover,即可看到secure中的所有日誌,頁面上方的搜尋框中輸入關鍵字,即可完成日誌的檢索。如下圖(點選圖片,可檢視高清大圖):
使用Kibana進行日誌檢索
實際上,檢索只是Kibana提供的諸多功能之一,還有其他功能如視覺化、分詞檢索等,還有待後續研究。
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