A list of Elasticsearch tutorials, videos, tools and resources
来自: https://github.com/dzharii/awesome-elasticsearch
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
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, @...
←Awesome TypeScript -= Awesome Elasticsearch =-
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