ELK日志收集系统调研(四) -- 入门学习资源索引

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原帖：Author: Gary Gao( garygaowork[at]gmail.com)      http://blog.csdn.net/gaoyingju/article/details/23750563

 

 Github, Soundcloud, FogCreek, Stackoverflow, Foursquare，等公司通过elasticsearch提供搜索或大规模日志分析可视化等服务。博主近4个月搜索数以百计的内容，甄选了以下有用的中英文slides以及blogs或相关的学习网站分享出来, 内容包括分布式索引与搜索服务Elasticsearch, logstash,数据可视化服务Kibana的学习资源，可以极大减少入门ELK的时间成本:

1.ELK整体介绍

    (必看) Using elasticsearch, logstash & kibana to create realtime dashboards
        https://speakerdeck.com/elasticsearch/using-elasticsearch-logstash-and-kibana-to-create-realtime-dashboards
        Elasticsearch官方的slide

    (必看) Collect & visualize your logs with Logstash, Elasticsearch & Redis
        http://michael.bouvy.net/blog/en/2013/11/19/collect-visualize-your-logs-logstash-elasticsearch-redis-kibana/
        对搭建ELK平台的具体操作做了详细介绍。

    (必看)2014 SCALE12X-Introduction to Elasticsearch, Logstash and Kibana
        https://speakerdeck.com/elasticsearch/scale-12x-introduction-to-elasticsearch-logstash-and-kibana
        Elasticsearch的说明占50%,logstash的说明占40%,Kibana的说明占10%

    使用logstash+elasticsearch+kibana快速搭建日志平台
        http://www.cnblogs.com/buzzlight/p/logstash_elasticsearch_kibana_log.html

    Kibana+Logstash+Elasticsearch 日志查询系统
        http://enable.blog.51cto.com/747951/1049411

    Log Analytics Using Elasticsearch-Logstash-Kibana(Part 1)
        http://blog.nugrahais.me/blog/2013/12/23/log-analytics-using-elasticsearch-logstash-kibana-part-1/

    Using ElasticSearch and Logstash to Serve Billions of Searchable Events for Customers
        http://www.elasticsearch.org/blog/using-elasticsearch-and-logstash-to-serve-billions-of-searchable-events-for-customers/
        使用ELK的一个案例介绍

2.logstash介绍

    (必看) Logstash -Nicolas Szalay
        http://slides.com/aurelienrougemont/logstash/

    (必看) Getting started with Logstash - New to Logstash? Start here!
        http://logstash.net/docs/1.4.0/tutorials/getting-started-with-logstash
        
    (必看) Logstash-Jordan Sissel
        http://semicomplete.com/presentations/logstash-scale11x/#/

    Logstash and friends
        http://www.slideshare.net/roidelapluie/logstash-and-friends?qid=0c61ce8f-1a87-4678-a9c7-61a18ae74993&v=default&b=&from_search=11

    Logstash
        http://www.slideshare.net/startit/logstash-29012201?qid=0c61ce8f-1a87-4678-a9c7-61a18ae74993&v=default&b=&from_search=7
        page 11 to page 32：直观的罗列了一些input,filter,output,讲解了一下grok pattern

    Starting out with grok in Logstash
        http://antonlindstrom.com/2012/09/24/starting-out-with-grok-in-logstash.html
        介绍Logstash Grok Filter

    (重要) Logstash1.4.0 Grok Filter Docs
        http://logstash.net/docs/1.4.0/filters/grok

    (重要) Logstash1.4.0 Grok Filter 的 Predefined Patterns
        https://github.com/elasticsearch/logstash/tree/v1.4.0/patterns
        如BASE10NUM的Predefined Pattern是 (?<![0-9.+-])(?>[+-]?(?:(?:[0-9]+(?:\.[0-9]+)?)|(?:\.[0-9]+)))

    (重要) http://grokdebug.herokuapp.com/
        可以用来学习和测试Grok匹配的一个网站

3.Elasticsearch介绍

    (必看) Elasticsearch :Search made easy for (web) developers
        http://spinscale.github.io/elasticsearch/2012-03-jugm.html#/

    (必看) Getting Down and dirty with Elasticsearch
        http://www.slideshare.net/clintongormley/down-and-dirty-with-elasticsearch
        200pages+的slide,对Elasticsearch的Rest API介绍的比较多

    (必看) Elasticsearch :Pluggable architecture under the hood
        http://spinscale.github.io/elasticsearch-intro-plugins/#/

    (必看) Exploring Elasticsearch
        http://exploringelasticsearch.com/
        系统的介绍了Elasticsearch, 当然这本书“Elasticsearch Server”比它更全面、细节更多

    (必看) Terms of endearment - the ElasticSearch Query DSL explained
        http://www.slideshare.net/clintongormley/terms-of-endearment-the-elasticsearch-query-dsl-explained

    Apache Lucene - Query Parser Syntax
        (1) http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/query-dsl-query-string-query.html#query-string-syntax
        (2) http://lucene.apache.org/core/4_6_0/queryparser/org/apache/lucene/queryparser/classic/package-summary.html#Overview
        Lucene的Query语法格式

    Learning Elasticsearch
        http://slides.com/garyelephant/learning-elasticsearch
        推荐一下我制作的slide, 参考了很多资料集百家之所长、有针对性做的，从各方面介绍Elasticsearch, 内容不断更新中。

    (重要) Elasticsearch References: Glossary of terms
        http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/glossary.html#glossary
        Elasticsearch的一些核心概念

    (重要) What is an ElasticSearch Index?
        http://euphonious-intuition.com/2013/02/what-is-an-elasticsearch-index/
        详细介绍Index

    (重要) An introduction to mapping in elasticsearch
        http://euphonious-intuition.com/2012/07/an-introduction-to-mapping-in-elasticsearch/

    inquisitor
        https://github.com/polyfractal/elasticsearch-inquisitor
        这个elasticsearch site pluging 可以帮助你测试和理解Query, 如测试一句话使用各种analyzer分词的结果。
    
    Elasticsearch Facets
        http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-facets.html
    
    Elasticsearch Aggregations Overview
        http://chrissimpson.co.uk/elasticsearch-aggregations-overview.html

    Elastic Search Training#1 (brief tutorial)-ESCC#1
        http://www.slideshare.net/medcl/elastic-search-training1-brief-tutorial

    Lucene Scoring and elasticsearch’s _all Field
        http://jontai.me/blog/2012/10/lucene-scoring-and-elasticsearch-_all-field/
        Elasticsearch 数据的score计算
    
    Advanced Scoring in elasticsearch
        http://jontai.me/blog/2013/01/advanced-scoring-in-elasticsearch/
        Elasticsearch 数据的score计算

4.Elasticsearch优化

    elasticsearch configuration
        http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/setup-configuration.html#setup-configuration-memory

    elasticsearch configuration and performance tuning.html
        http://weiweiwang.github.io/elasticsearch-configuration-and-performance-tuning.html

    ElasticSearch Training#2 (advanced concepts)-ESCC#1
        http://www.slideshare.net/medcl/elastic-search-training2-advanced-concepts
        Elasticsearch的性能优化，查询优化等技巧

    Elasticsearch Java Virtual Machine settings explained
        http://jprante.github.io/2012/11/28/Elasticsearch-Java-Virtual-Machine-settings-explained.html

    ElasticSearch and Logstash Tuning
        http://jablonskis.org/2013/elasticsearch-and-logstash-tuning/
    
    Elasticsearch Plugin: Marvel
        http://www.elasticsearch.org/overview/marvel/
        Elasticsearch.org发布的Elasticsearch集群监控工具

    Elasticsearch Plugin: Head
        https://github.com/mobz/elasticsearch-head

    Elasticsearch Plugin: Bigdesk - Live charts and statistics for elasticsearch cluster.
        http://bigdesk.org/

    Elasticsearch Plugin: Paramedic
        https://github.com/karmi/elasticsearch-paramedic

    Scaling Massive Elasticsearch Clusters
        http://www.slideshare.net/sematext/scaling-massive-elasticsearch-clusters
        Elasticsearch集群

5.Kibana介绍

    (必看) 10 Minute Walk Through Kibana
        http://www.elasticsearch.org/guide/en/kibana/current/using-kibana-for-the-first-time.html
        Elasticsearch.org官方的Guide, 最近刚发布的。
   

    Kibana Overview
        http://www.elasticsearch.org/overview/kibana/
   

    What’s Cooking in Kibana
        http://www.elasticsearch.org/blog/whats-cooking-kibana/
   

    Kibana 3: Milestone 4
        http://www.elasticsearch.org/blog/kibana-3-milestone-4/
        Kibana3.m4的新功能特性

    Kibana入門-Yusuke Mito
        https://speakerdeck.com/y310/kibanaru-men?slide=23
        page23 ~ page37  里面有各种panel的截图

6.Elasticsearch的实际应用(updated in 2014-05-05)

    Building a Recipe Search Site with Angular and Elasticsearch
        http://www.sitepoint.com/building-recipe-search-site-angular-elasticsearch/
        一个使用Angular和Elasticsearch搭建，食谱搜索应用的简单例子

7.最根本最重要的Resources

  (1) Elasticsearch团队博客，每周更新
      http://www.elasticsearch.org/blog

  (2) Elasticsearch最新版本的API References
      http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/index.html
      
  (3) logstash 1.4.0 的documents
      http://logstash.net/docs/1.4.0/

  (4) Kibana最新版本的documents
      http://www.elasticsearch.org/guide/en/kibana/current/index.html

7.推荐2本书籍

    "Elasticsearch Server"

              推荐初学者看此书，至少应看完Chapter1,Chapter2, 而且目录可以帮助你规划学习路线。

    "Mastering Elasticsearch"

本文整理的是2014年4月15日以前的学习资源，如果以后发现更优质资源，将随时更新，也欢迎读者提供资源，请私信或评论。