A list of Elasticsearch tutorials, videos, tools and resources

Awesome Elasticsearch

←Awesome TypeScript -= Awesome Elasticsearch =-

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General

ELK Stack

• Elasticsearch official website
• Logstash is a data pipeline that helps you process logs and other event data from a variety of systems
• Kibana is a data analysis tool that helps to visualize your data

Open-source and free products, based on Elasticsearch

• Yelp/elastalert is a modular flexible rules based alerting system written in Python
• exceptionless/Exceptionless is an error (exceptions) collecting and reporting server with client bindings for a various programming languages

Elasticsearch developer tools and utilities

Development and debugging

• Sense (from Elastic) A JSON aware developer console to ElasticSearch; official and very powerful
• Sense (Google Chrome extension) A JSON aware developer console to ElasticSearch; unofficial but very powerful
• ES-mode An Emacs major mode for interacting with Elasticsearch (similar to Sense)

Import and Export

• Knapsack plugin is an "swiss knife" export/import plugin for Elasticsearch
• Elasticsearch-Exporter is a command line script to import/export data from ElasticSearch to various other storage systems
• esbulk Parallel elasticsearch bulk indexing utility for the command line.
• elasticdump - tools for moving and saving indicies

Elasticsearch plugins

Cluster

• mobz/elasticsearch-head is a powerful and essential plugin for managing your cluster, indices and mapping
• Bigdesk - Live charts and statistics for elasticsearch cluster
• Elastic HQ - Elasticsearch cluster management console with live monitoring and beautiful UI

Integrations and SQL support

• NLPchina/elasticsearch-sql - Query elasticsearch using familiar SQL syntax. You can also use ES functions in SQL.
• elastic/elasticsearch-hadoop - Elasticsearch real-time search and analytics natively integrated with Hadoop (and Hive)

You know, for search

• jprante/elasticsearch-plugin-bundle A plugin that consists of a compilation of useful Elasticsearch plugins related to indexing and searching documents

Kibana plugins and applications

• elastic/timelion time-series analyses application. Overview and installation guide: Timelion: The time series composer for Kibana

Discussions and social media

• /r/elasticsearch
• Elasticsearch forum
• Stackoverflow
• Books on Amazon does not fit well into this category, but worth to check this out!
• TODO: Put some good 推ter accounts

Tutorials

• Centralized Logging with Logstash and Kibana On Ubuntu 14.04 everything you need to now when you are creating your first Elasticsearch+Logstash+Kibana instance
• dwyl/learn-elasticsearch a getting started tutorial with a pack of valuable references
• Make Sense of your Logs: From Zero to Hero in less than an Hour! by Britta Weber demonstrates how you can build Elasticsearch + Logstash + Kibana stack to collect and discover your data

Articles

System configuration

• The definitive guide for Elasticsearch on Windows Azure
• ElasticSearch pre-flight checklist
• 9 Tips on ElasticSearch Configuration for High Performance

Scalable Infrastructure and performance

• Maximizing Data Ingestion Performance with Elasticsearch on Azure - and not only for Azure. That's a great article about Elasticsearch Performance testing by example
• Elasticsearch Indexing Performance Cheatsheet - when you plan to index large amounts of data in Elasticsearch (by Patrick Peschlow)
• ElasticSearch for Logging Elasticsearch configuration tips and tricks from Sanity
• Scaling Elasticsearch to Hundreds of Developers by Joseph Lynch @yelp
• 10 Elasticsearch metrics to watch
• Understanding ElasticSearch Performance
• Our Experience of Creating Large Scale Log Search System Using ElasticSearch - topology, separate master, data and search balancers nodes

Integrations

• Apache Hive integration
• Connecting Tableau to ElasticSearch (READ: How to query ElasticSearch with Hive SQL and Hadoop)
• mradamlacey/elasticsearch-tableau-connector

Alerts

• ElastAlert: Alerting At Scale With Elasticsearch, Part 1 by engineeringblog.yelp.com

Time series

• Elasticsearch as a Time Series Data Store by Felix Barnsteiner
• Running derivatives on Voyager velocity data By Colin Goodheart-Smithe
• Shewhart Control Charts via Moving Averages: Part 1 - Part 2 by Zachary Tong
• Implementing a Statistical Anomaly Detector: Part 1 - Part 2 - Part 3 by Zachary Tong

Machine Learning

• Classifying images into Elasticsearch with DeepDetect ( forum thread with discussion ) by Emmanuel Benazera
• Elasticsearch with Machine Learning ( English translation ) by Kunihiko Kido
• Recommender System with Mahout and Elasticsearch

Use cases for elastic search

• Data Infrastructure at IFTTT Elasticsearch, Kafka, Apache Spark, Redhsift, other AWS services

Other

• Fluentd vs. Logstash for OpenStack Log Management
• Building a Directory Map With ELK
• Structured logging with ELK - part 1

Videos

Overviews

• How we scaled Raygun
• Getting started with ElasticSearch
• Speed is a Key: Elasticsearch under the Hood introduction + basic performance optimization
• $$ Pluralsight: Getting Started With Elasticsearch for .NET Developers this course will introduce users to Elasticsearch, how it works, and how to use it with .NET projects.
• How Elasticsearch powers the Guardian's newsroom

Advanced

• #bbuzz 2015: Adrien Grand – Algorithms and data-structures that power Lucene and Elasticsearch

Configuration file samples and other gists

• ElasticSearch config for a write-heavy cluster - reyjrar/elasticsearch.yml

Who is using elasticsearch?

Yelp , IFTTT , StackExchange , Raygun , Mozilla , Spotify , CERN , NASA

Contributing

• Make sure you are about to post a valuable resource that belongs to this list
• Use spellchiker
• All spelling and grammar corrections are welcome
• Fork this repo, do your edits, send the pull request
• Feel free to create any new sections
• Add yourself to the "Contributors" section if you will
• Do not even try to add this repo to any awesome-awesome-* lists

Contributors

@dzharii, @...

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