《死磕 Elasticsearch 方法论》：普通程序员高效精进的 10 大狠招！（完整版）

布满荆棘的人生 2022-05-13 01:18 132阅读 0赞

人工智能、大数据快速发展的今天，对于 TB 甚至 PB 级大数据的快速检索已然成为刚需。Elasticsearch 作为开源领域的后起之秀，从2010年至今得到飞跃式的发展。 Elasticsearch 以其开源、分布式、RESTFul API 三大优势，已经成为当下风口中“会飞的猪”。

阿里云2018年2月5日已开价50-200W年薪招聘技术人员参与 Elasticsearch、Lucene 内核优化、改进。如果说，你错过了 Hadoop，错过了 Spark 的红利，难道Elasticsearch 的机会你还要错过吗？

在学习 Elasticsearch 的过程中，你是不是多多少少有以下困惑：

1.  面对 Elasticsearch1.X，2.X，5.X，6.X 的不同版本，你无从下手？
2.  面对 ElasticStack（Elasticsearch、Logstash、Kibana、Beat），你不知道从何学起？
3.  面对各种技术文档（官方非官方），你是否感到非常困惑？
4.  面对 Elasticsearch出现的各种异常、Bug，好不容易找到一个技术群或提问，又没人解答？
5.  市面上的书籍分两种：老外的原理透彻，但版本过时；国内的版本稍新、但不透彻，你是不是很迷茫……

本文：

1.  不谈搜索引擎的原理；
2.  不谈倒排索引的原理；
3.  不谈乐观锁、悲观锁的机制；

……   
只谈：

1.  从产品开发、项目实战的角度，如何让一个 Java 程序员甚至 C/C++ 的程序员快速上手。
2.  海量的版本中，告诉你明确的选择。
3.  ELKStack 技术体系，你的学习优先级。
4.  ELK 技术体系架构。
5.  ELK 技术栈的应用场景。
6.  有了传统关系型数据库（MySQL、Oracle）、非关系型数据库（Mongo)，如何快速的导入 Elasticsearch，实现全文检索。
7.  Elasticsearch 实战中遇到问题，如何高效解决。
8.  Elasticsearch 集群部署。
9.  Elasticsearch 集群调优清单.。
10. Elasticsearch 高效进阶方法论。   
    ……

横扫你学习 Elasticsearch 的诸多疑惑，让你少走半年弯路！

### 0、授人以渔，少走半年弯路！ ###

[死磕 Elasticsearch 方法论：普通程序员高效精进的 10 大狠招！][Elasticsearch _ 10]

### 一、Elasitcsearch基础篇 ###

*1.1 Elasitcsearch基础认知*

1、[Elasticsearch学习，请先看这一篇！][Elasticsearch]

2、[Elasticsearch增、删、改、查操作深入详解][Elasticsearch 1]

3、[Elasticsearch 索引存储深入详解][Elasticsearch 2]

*1.2 Elasticsearch集群部署*

4、[Elasticsearch安装与测试验证详解][Elasticsearch 3]

5、[Elasticsearch windows下一键安装实现深入详解][Elasticsearch windows]

6、[Elasticsearch集群部署详解][Elasticsearch 4]

7、[Elasticsearch5.4.0(head/kibana/logstash)安装部署深入详解][Elasticsearch5.4.0_head_kibana_logstash]

*1.3 Elasticsearch 插件安装*

8、[Elasticsearch插件一——-head插件安装详解][Elasticsearch_-head]

9、[Elasticsearch插件二—— kibana插件安装详解][Elasticsearch_ kibana]

10、[Elasticsearch插件三—— Marvel插件安装详解][Elasticsearch_ Marvel]

11、[Elasticsearch插件四—— logstash插件安装详解][Elasticsearch_ logstash]

12、[Elasticsearch插件五—— graph插件安装详解][Elasticsearch_ graph]

13、[Elasticsearch插件六—— 分词 IK analyzer插件安装详解][Elasticsearch_ _ IK analyzer]

14、[Elasticsearch5.4.0 IK分词插件安装详解][Elasticsearch5.4.0 IK]

*1.4 Elasticsearch小试牛刀*

15、[ES技术团队划重点 | ES5.X，你必须知道的API和相关技巧][ES_ _ ES5.X_API]

16、[Elasticsearch检索分类深入详解—基础篇][Elasticsearch 5]

17、[上线必备 | 高性能ES5.X部署配置清单][_ _ES5.X]

18、[ Elasticsearch究竟要设置多少分片数？][Elasticsearch 6]

19、[深究｜Elasticsearch单字段支持的最大字符数?][Elasticsearch 7]

20、[Elasticsearch6.X 新类型Join深入详解][Elasticsearch6.X _Join]

### 二、Elasticsearch进阶篇 ###

*2.1 Elasitcsearch数据同步*

2.1.1 ES与关系型数据库同步

21、[logstash-input-jdbc实现mysql 与elasticsearch实时同步深入详解][logstash-input-jdbc_mysql _elasticsearch]

22、[elasticsearch-jdbc实现MySQL同步到ElasticSearch深入详解][elasticsearch-jdbc_MySQL_ElasticSearch]

23、[go-mysql-elasticsearch实现mysql 与elasticsearch实时同步深入详解][go-mysql-elasticsearch_mysql _elasticsearch]

24、[mysql 与elasticsearch实时同步常用插件及优缺点对比][mysql _elasticsearch]

25、[logstash-input-jdbc 同步原理及相关问题解读][logstash-input-jdbc]

26、[ logstash-input-jdbc实现oracle 与elasticsearch实时同步详解][logstash-input-jdbc_oracle _elasticsearch]

27、[logstash一次同步Mysql多张表到ES深入详解][logstash_Mysql_ES]

2.1.2 ES与非关系型数据库同步

28、[ logstash\_output\_mongodb插件用途及安装详解][logstash_output_mongodb]

29、[ logstash-output-mongodb实现Mysql到Mongodb数据同步][logstash-output-mongodb_Mysql_Mongodb]

30、[logstash-out-mongodb实现elasticsearch到Mongodb的数据同步][logstash-out-mongodb_elasticsearch_Mongodb]

31、[mongo-connector实现MongoDB与elasticsearch实时同步深入详解][mongo-connector_MongoDB_elasticsearch]

2.1.3 ES与Kafka同步

32、[kafka数据同步Elasticsearch深入详解][kafka_Elasticsearch]

2.1.4 ES文件同步

33、[ Elasticsearch批量导入本地Json文件Java实现][Elasticsearch_Json_Java]

34、[logstash实现日志文件同步到elasticsearch深入详解][logstash_elasticsearch]

2.1.5 ES同步小结

35、[如何将不同类型数据导入Elaticsearch中？][Elaticsearch]

36、[一张图理清楚关系型/非关系型数据库与Elasticsearch同步][Elasticsearch 8]

*2.2 Elasticsearch检索进阶*

37、[你必须知道的23个最有用的Elasticseaerch检索技巧][23_Elasticseaerch]

38、[Elasticsearch实战 | match\_phrase搜不出来，怎么办？][Elasticsearch_ _ match_phrase]

*2.3 Elasitcsearch聚合进阶*

39、[ Elasticsearch聚合深入详解——对比Mysql实现][Elasticsearch_Mysql]

40、[Elasticsearch聚合后分页深入详解][Elasticsearch 9]

41、[Elasticsearch聚合优化 | 聚合速度提升5倍][Elasticsearch_ _ _5]

*2.4 Elasticsearch Java API 详解*

42、[ Elasticsearch Java API深入详解][Elasticsearch Java API]

43、[Elasticsearch Jest实战深入详解][Elasticsearch Jest]

*2.5 Elasitcsearch数据迁移*

44、[Elasticsearch索引迁移的四种方式][Elasticsearch 10]

*2.6 Elasticsearch性能测试*

45、[ Elasticsearch自定义脚本完成性能测试][Elasticsearch 11]

46、[Elasticsearch性能测试工具rally深入详解][Elasticsearch_rally]

47、[esrally性能分析结果图形化展示深入详解][esrally]

48、[esrally性能测试原理][esrally 1]

*2.7 Elasitcsearch安全监控*

49、[Elasticsearch6.2.2 X-Pack部署及使用详解][Elasticsearch6.2.2 X-Pack]

### 三、Elasticsearch实战篇 ###

*3.1 Elasticsearch应用场景*

50、[Elasticsearch的使用场景深入详解][Elasticsearch 12]

51、[ Elasticsearch全文检索实战小结][Elasticsearch 13]

*3.2 Elasticsearch架构设计*

52、[ Elasticsearch实战——全文检索架构设计][Elasticsearch 14]

53、[干货 |《深入理解Elasticsearch》读书笔记][_Elasticsearch]

*3.3 Elasticsearch项目实战*

54、[Elasticsearch全文检索系统实现深入详解][Elasticsearch 15]

55、[ Elasticsearch大文件检索性能提升20倍实践（干货）][Elasticsearch_20]

56、[刨根问底 | Elasticsearch 5.X集群多节点角色配置深入详解][_ Elasticsearch 5.X]

57、[干货 | Elasticsearch5.X Mapping万能模板][_ Elasticsearch5.X Mapping]

58、[干货 | Elasticsearch 集群健康值红色终极解决方案][_ Elasticsearch]

59、[ 实战 | Elasticsearch打造知识库检索系统][_ Elasticsearch 1]

60、[Elasticsearch实战 | 必要的时候，还得空间换时间!][Elasticsearch_ _]

61、[ Elasticsearch全量数据增量遍历实现原理][Elasticsearch 16]

62、[ Elasticsearch索引增量统计及定时邮件实现][Elasticsearch 17]

更多干货，持续更新中…..   
[*持续更新地址，点我！*][Link 1]

作者简介：

>  *  1、阿里云MVP;
>  *  2、CSDN博客专家、CSDN2013年、2016年博客征文大赛特等奖得主；   
>     [\[铭毅天下\]CSDN博客博主][CSDN]\]；CSDN博客排名：前700，阅读量1600000+；其中，《深入详解Elasitcsearch》专栏阅读量500000+；   
>     \[铭毅天下\]公众号作者。   
>     \[死磕Elasticsearch\]知识星球发起人。
>  *  3、Elasticsearch中文社区（www.elasticsearch.cn）Elastic日报责任编辑；
>  *  4、程序员、网络工程师、高级工程师（信息系统项目管理师）、计算机应用技术硕士；
>  *  5、理想主义者、终身学习者、终身成长者；
>  *  6、笃信坚持、积累的力量；自1997年——至今20年+持续思考、积累、总结，从未间断；
>  *  7、个人信条：人因为梦想而伟大，机遇永远属于那些有准备、立即行动并坚持到底的人！   
>     自由不是你想干什么就干什么；而是你不想干什么就有能力不干什么！

![和你一起，死磕ELK Stack！][ELK Stack]   
![这里写图片描述][70]

[Elasticsearch _ 10]: https://mp.weixin.qq.com/s/stC_xMP1n3aQ-0ZNAc3eQA
[Elasticsearch]: https://blog.csdn.net/laoyang360/article/details/52244917
[Elasticsearch 1]: https://blog.csdn.net/laoyang360/article/details/51931981
[Elasticsearch 2]: https://blog.csdn.net/laoyang360/article/details/52166095
[Elasticsearch 3]: https://blog.csdn.net/laoyang360/article/details/5141709
[Elasticsearch windows]: https://blog.csdn.net/laoyang360/article/details/5190235
[Elasticsearch 4]: https://blog.csdn.net/laoyang360/article/details/72850834
[Elasticsearch5.4.0_head_kibana_logstash]: https://blog.csdn.net/laoyang360/article/details/73368740
[Elasticsearch_-head]: https://blog.csdn.net/laoyang360/article/details/51472821
[Elasticsearch_ kibana]: https://blog.csdn.net/laoyang360/article/details/51472888
[Elasticsearch_ Marvel]: https://blog.csdn.net/laoyang360/article/details/51472902
[Elasticsearch_ logstash]: https://blog.csdn.net/laoyang360/article/details/51472914
[Elasticsearch_ graph]: https://blog.csdn.net/laoyang360/article/details/51472931
[Elasticsearch_ _ IK analyzer]: https://blog.csdn.net/laoyang360/article/details/51472953
[Elasticsearch5.4.0 IK]: https://blog.csdn.net/laoyang360/article/details/74090357
[ES_ _ ES5.X_API]: https://blog.csdn.net/laoyang360/article/details/77412668
[Elasticsearch 5]: https://blog.csdn.net/laoyang360/article/details/77623013
[_ _ES5.X]: https://blog.csdn.net/laoyang360/article/details/77985822
[Elasticsearch 6]: https://blog.csdn.net/laoyang360/article/details/78080602
[Elasticsearch 7]: https://blog.csdn.net/laoyang360/article/details/78207980
[Elasticsearch6.X _Join]: https://blog.csdn.net/laoyang360/article/details/79774481
[logstash-input-jdbc_mysql _elasticsearch]: https://blog.csdn.net/laoyang360/article/details/51747266
[elasticsearch-jdbc_MySQL_ElasticSearch]: https://blog.csdn.net/laoyang360/article/details/51694519
[go-mysql-elasticsearch_mysql _elasticsearch]: https://blog.csdn.net/laoyang360/article/details/51771483
[mysql _elasticsearch]: https://blog.csdn.net/laoyang360/article/details/51771621
[logstash-input-jdbc]: https://blog.csdn.net/laoyang360/article/details/51793301
[logstash-input-jdbc_oracle _elasticsearch]: https://blog.csdn.net/laoyang360/article/details/51824617
[logstash_Mysql_ES]: https://blog.csdn.net/laoyang360/article/details/75452953
[logstash_output_mongodb]: https://blog.csdn.net/laoyang360/article/details/65448962
[logstash-output-mongodb_Mysql_Mongodb]: https://blog.csdn.net/laoyang360/article/details/65449127
[logstash-out-mongodb_elasticsearch_Mongodb]: https://blog.csdn.net/laoyang360/article/details/65449239
[mongo-connector_MongoDB_elasticsearch]: https://blog.csdn.net/laoyang360/article/details/51842822
[kafka_Elasticsearch]: https://blog.csdn.net/laoyang360/article/details/78868806
[Elasticsearch_Json_Java]: https://blog.csdn.net/laoyang360/article/details/75911669
[logstash_elasticsearch]: https://blog.csdn.net/laoyang360/article/details/51842744
[Elaticsearch]: https://blog.csdn.net/laoyang360/article/details/52304223
[Elasticsearch 8]: https://blog.csdn.net/laoyang360/article/details/72792865
[23_Elasticseaerch]: https://blog.csdn.net/laoyang360/article/details/76769208
[Elasticsearch_ _ match_phrase]: https://blog.csdn.net/laoyang360/article/details/79249823
[Elasticsearch_Mysql]: https://blog.csdn.net/laoyang360/article/details/79048455
[Elasticsearch 9]: https://blog.csdn.net/laoyang360/article/details/79112946
[Elasticsearch_ _ _5]: https://blog.csdn.net/laoyang360/article/details/79253294
[Elasticsearch Java API]: https://blog.csdn.net/laoyang360/article/details/77146063
[Elasticsearch Jest]: https://blog.csdn.net/laoyang360/article/details/72793210
[Elasticsearch 10]: https://blog.csdn.net/laoyang360/article/details/65449407
[Elasticsearch 11]: https://blog.csdn.net/laoyang360/article/details/72231924
[Elasticsearch_rally]: https://blog.csdn.net/laoyang360/article/details/52176246
[esrally]: https://blog.csdn.net/laoyang360/article/details/52176045
[esrally 1]: https://blog.csdn.net/laoyang360/article/details/52155481
[Elasticsearch6.2.2 X-Pack]: https://blog.csdn.net/laoyang360/article/details/79632579
[Elasticsearch 12]: https://blog.csdn.net/laoyang360/article/details/52227541
[Elasticsearch 13]: https://blog.csdn.net/laoyang360/article/details/77823112
[Elasticsearch 14]: https://blog.csdn.net/laoyang360/article/details/74090398
[_Elasticsearch]: https://blog.csdn.net/laoyang360/article/details/78554610
[Elasticsearch 15]: https://blog.csdn.net/laoyang360/article/details/75933314
[Elasticsearch_20]: https://blog.csdn.net/laoyang360/article/details/78025024
[_ Elasticsearch 5.X]: https://blog.csdn.net/laoyang360/article/details/78290484
[_ Elasticsearch5.X Mapping]: https://blog.csdn.net/laoyang360/article/details/78396928
[_ Elasticsearch]: https://blog.csdn.net/laoyang360/article/details/78443006
[_ Elasticsearch 1]: https://blog.csdn.net/laoyang360/article/details/78703177
[Elasticsearch_ _]: https://blog.csdn.net/laoyang360/article/details/79515295
[Elasticsearch 16]: https://blog.csdn.net/laoyang360/article/details/79437408
[Elasticsearch 17]: https://blog.csdn.net/laoyang360/article/details/79427706
[Link 1]: http://t.cn/Rmwzx9t
[CSDN]: http://blog.csdn.net/laoyang360
[ELK Stack]: /images/20220513/8e5af80c8503484d99265e7173443035.png
[70]: /images/20220513/b9fdd66a491b4222a5232196154edd0b.png