elasticsearch-collection

An ongoing & curated collection of awesome software, libraries, learning tutorials, and most important tools, esources and cool stuff about Elasticsearch
https://github.com/exajobs/elasticsearch-collection

Last synced: 8 days ago
JSON representation

Articles
- Kibana Visualization plugins
  - Elasticsearch Intro - Elasticsearch: What it is, How it works, and what it’s used for.
`Books`
- `Indices`
  - Deep Learning for Search - teaches you how to leverage neural networks, NLP, and deep learning techniques to improve search performance. (2019)
  - Relevant Search: with applications for Solr and Elasticsearch - demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines. (2016)
  - Elasticsearch in Action - teaches you how to build scalable search applications using Elasticsearch (2015)
  - Elasticsearch in Action, Second edition - hands-on guide to developing fully functional search engines with Elasticsearch and Kibana. (2021)
`Certifications`
- Elastic Certified Engineer
  - Elastic Certified Engineer notes - notes and exercises to prepare the certification exam
Discussions and social media
- Kibana Visualization plugins
`Elastic Architecture`
- `Indices`
  - Best Practices for Managing Elasticsearch Indices - Understanding indices
Elasticsearch developer tools and utilities
- Development and debugging
- Import and Export
  - Knapsack plugin
  - Elasticsearch-Exporter
  - esbulk
  - elasticsearch-loader - Tool for loading common file types to elasticsearch including csv, json, and parquet
- Management
  - Esctl - High-level command line interface to manage Elasticsearch clusters.
  - Vulcanizer - Github's open sourced cluster management library based on Elasticsearch's REST API. Comes with a high level CLI tool
Elasticsearch plugins
- Cluster
  - Elastic HQ - Elasticsearch cluster management console with live monitoring and beautiful UI
  - sscarduzio/elasticsearch-readonlyrest-plugin
  - mobz/elasticsearch-head
  - Cerebro
  - Kopf - Another management plugin that have REST console and *manual* shard allocation
  - Search Guard - Elasticsearch and elastic stack security and alerting for free
  - Elasticsearch Comrade - Elasticsearch admin panel built for ops and monitoring
  - elasticsearch-admin - Web administration for Elasticsearch
  - Elastic HQ - Elasticsearch cluster management console with live monitoring and beautiful UI
  - Bigdesk - Live charts and statistics for elasticsearch cluster
- Integrations and SQL support
  - elastic/elasticsearch-hadoop - Elasticsearch real-time search and analytics natively integrated with Hadoop (and Hive)
  - jprante/elasticsearch-jdbc - JDBC importer for Elasticsearch
  - pandasticsearch - An Elasticsearch client exposing DataFrame API
  - monstache - Go daemon that syncs MongoDB to Elasticsearch in near realtime
- Other
  - SIREn Join Plugin for Elasticsearch
- You know, for search
  - jprante/elasticsearch-plugin-bundle
`Elastic Stack`
- `Indices`
  - Elasticsearch
  - Logstash
  - Kibana
  - beats
Java tuning
- Docker and Elasticsearch
Kibana plugins and applications
- Kibana Visualization plugins
  - nbs-system/mapster - a visualization which allows to create live event 3d maps in Kibana
  - Kibana Tag Cloud Plugin - tag cloud visualization plugin based on d3-cloud plugin
  - LogTrail - a plugin for Kibana to view, analyze, search and tail log events from multiple hosts in realtime with devops friendly interface inspired by Papertrail
  - Analyze API - Kibana 6 application to manipulate the `_analyze` API graphically
  - kbn_network - This is a plugin developed for Kibana that displays a network node that link two fields that have been previously selected.
- You know, for search
  - elastic/timelion - series analyses application. Overview and installation guide: Timelion: [The time series composer for Kibana](https://www.elastic.co/blog/timelion-timeline)
  - VulnWhisperer - VulnWhisperer is a vulnerability data and report aggregator.
  - Wazuh Kibana App - A Kibana app for working with data generated by [Wazuh](https://wazuh.com/).
Open-source and free products, based on Elasticsearch
- Elastic Certified Engineer
  - Fess - crawler
  - logagent
  - Yelp/elastalert
  - etsy/411 - an Alert Management Web Application https://demo.fouroneone.io (credentials: user/user)
  - appbaseio/mirage
  - exceptionless/Exceptionless
  - searchkit/searchkit
  - Simple File Server
  - ItemsAPI
  - Kuzzle - An open-source backend with advanced real-time features for Web, Mobile and IoT that uses ElasticSearch as a database. ([Website](https://kuzzle.io/))
  - SIAC - SIAC is an enterprise SIEM built on the ELK stack and other open-source components.
  - DataStation - Easily query, script, and visualize data from every database, file, and API.
  - appbaseio/dejavu
  - Sentinl - Sentinl is a Kibana alerting and reporting app.
Other
- Use cases for Elasticsearch
  - Structured logging with ELK - part 1
  - Elasticsearch Engineer Interview Questions
  - Graylog2/graylog2-server - Free and open source log management (based on ES)
  - logiq - Simple WebUI Monitoring Tool for Logstash ver. 5.0 and up
  - Fluentd vs. Logstash for OpenStack Log Management
Related (awesome) lists
- Elastic Certified Engineer
  - frutik/awesome-search - commerce search now. Below are listed some of my build blocks
Scalable Infrastructure and performance
- Alerts
- Docker and Elasticsearch
  - The Authoritative Guide to Elasticsearch Performance Tuning (Part 1) - performance-tuning-part-2-zen) [Part 3](https://qbox.io/index.php?p=blog/authoritative-guide-elasticsearch-performance-tuning-part-3)
  - Understanding Elasticsearch Performance
  - How to monitor Elasticsearch performance
  - How to collect Elasticsearch metrics
  - How to monitor Elasticsearch with Datadog
  - How to solve 5 Elasticsearch performance and scaling problems
  - Elasticsearch for Logging
  - Scaling Elasticsearch to Hundreds of Developers
  - Operator for running Elasticsearch in Kubernetes
- Integrations
- Logging
  - 5 Logstash Alternatives
- Machine Learning
  - Elasticsearch with Machine Learning - elasticsearch/elasticsearch-amazon-machine-learning-7d7b979c328d&usg=ALkJrhioEPGsVRglGPFTa6w2ZfM-ydSoeg)) by Kunihiko Kido
  - Recommender System with Mahout and Elasticsearch
- Time series
  - Elasticsearch as a Time Series Data Store
  - Running derivatives on Voyager velocity data - Smithe
  - Part 1 - [Part 2](https://www.elastic.co/blog/staying-in-control-with-moving-averages-part-2) by Zachary Tong
  - Part 1 - [Part 2](https://www.elastic.co/blog/implementing-a-statistical-anomaly-detector-part-2) - [Part 3](https://www.elastic.co/blog/implementing-a-statistical-anomaly-detector-part-3) by Zachary Tong
- Use cases for Elasticsearch
System configuration
- Kibana Visualization plugins
Tutorials
- Kibana Visualization plugins
  - Make Sense of your Logs: From Zero to Hero in less than an Hour! by Britta Weber
  - $$ Elasticsearch 7 and Elastic Stack - liveVideo course that teaches you to search, analyze, and visualize big data on a cluster with Elasticsearch, Logstash, Beats, Kibana, and more.
  - dwyl/learn-elasticsearch
Videos
- Advanced
  - #bbuzz 2015: Adrien Grand – Algorithms and data-structures that power Lucene and Elasticsearch
  - Rafał Kuć - Running High Performance Fault-tolerant Elasticsearch Clusters on Docker - in-docker/)
  - End-to-end Recommender System with Spark and Elasticsearch - François Puget. [Slide deck](http://www.slideshare.net/sparktc/spark-ml-meedup-pentreath-puget)
  - Working with Elasticsearch - Search, Aggregate, Analyze, and Scale Large Volume Datastores - O'Reilly Media
- Code, configuration file samples and other gists
  - Elasticsearch config for a write-heavy cluster - reyjrar/elasticsearch.yml
  - chenryn/ESPL - Elastic Search Processing Language
  - thomaspatzke/EQUEL
- Overviews
`What is ElasticSearch?`
- `How does it work?`
  - Elasticsearch
- - Elasticsearch - source search and analytics engine built on Apache Lucene and developed in Java. . It was developed in Java and is designed to operate in real time. It can search and index document files in diverse formats. It was designed to be used in distributed environments by providing flexibility and scalability. Now, Elasticsearch is a widely popular enterprise search engine. Elasticsearch allows you to store, search, and analyze huge volumes of data quickly and in near real-time and give back answers in milliseconds.
Who is using elasticsearch?
- Code, configuration file samples and other gists
  - Mozilla
  - CERN
  - IFTTT
  - Yelp
  - Raygun

Programming Languages

JavaScript 13 Java 8 Python 6 TypeScript 5 Go 4 PHP 2 CoffeeScript 1 Emacs Lisp 1 Vue 1 Scala 1

elasticsearch-collection

Articles

Kibana Visualization plugins

`Books`

`Indices`

`Certifications`

Elastic Certified Engineer

Discussions and social media

Kibana Visualization plugins

`Elastic Architecture`

`Indices`

Elasticsearch developer tools and utilities

Development and debugging

Import and Export

Management

Elasticsearch plugins

Cluster

Integrations and SQL support

Other

You know, for search

`Elastic Stack`

`Indices`

Java tuning

Docker and Elasticsearch

Kibana plugins and applications

Kibana Visualization plugins

You know, for search

Open-source and free products, based on Elasticsearch

Elastic Certified Engineer

Other

Use cases for Elasticsearch

Related (awesome) lists

Elastic Certified Engineer

Scalable Infrastructure and performance

Alerts

Docker and Elasticsearch

Integrations

Logging

Machine Learning

Time series

Use cases for Elasticsearch

System configuration

Kibana Visualization plugins

Tutorials

Kibana Visualization plugins

Videos

Advanced

Code, configuration file samples and other gists

Overviews

`What is ElasticSearch?`

`How does it work?`

Who is using elasticsearch?

Code, configuration file samples and other gists