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awesome-elasticsearch

A curated list of the most important and useful resources about elasticsearch: articles, videos, blogs, tips and tricks, use cases. All about Elasticsearch!
https://github.com/dzharii/awesome-elasticsearch

Last synced: 5 days ago
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Discussions and social media
- Kibana Visualization plugins
Elasticsearch plugins
- Cluster
  - Bigdesk - Live charts and statistics for elasticsearch 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
  - ee-outliers - ee-outliers is a framework to detect outliers in events stored in an Elasticsearch cluster.
  - Elasticsearch Comrade - Elasticsearch admin panel built for ops and monitoring
  - elasticsearch-admin - Web administration for Elasticsearch
  - Bigdesk - Live charts and statistics for elasticsearch cluster
- Other
  - SIREn Join Plugin for Elasticsearch
- 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
- You know, for search
  - jprante/elasticsearch-plugin-bundle
Tutorials
- Kibana Visualization plugins
  - Make Sense of your Logs: From Zero to Hero in less than an Hour! by Britta Weber
  - Centralized Logging with Logstash and Kibana On Ubuntu 14.04
  - $$ 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.
Kibana plugins and applications
- You know, for search
  - Kibana Alert App for Elasticsearch - Kibana plugin with monitoring, alerting and reporting capabilities
  - elastic/timelion - series analyses application. Overview and installation guide: Timelion: [The time series composer for Kibana](https://www.elastic.co/blog/timelion-timeline)
  - Wazuh Kibana App - A Kibana app for working with data generated by [Wazuh](https://wazuh.com/).
- 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.
System configuration
- Kibana Visualization plugins
- Docker and Elasticsearch
  - Running an Elasticsearch cluster with Docker
Java tuning
- Docker and Elasticsearch
Scalable Infrastructure and performance
- 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)
  - Tuning data ingestion performance for 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
  - Scaling Elasticsearch to Hundreds of Developers
  - Understanding Elasticsearch Performance
  - Our Experience of Creating Large Scale Log Search System Using Elasticsearch - topology, separate master, data and search balancers nodes
  - Elasticsearch on Azure Guidance
  - How to avoid the split-brain problem in Elasticsearch
  - 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
  - Performance Monitoring Essentials - Elasticsearch Edition
- Integrations
  - Apache Hive integration
  - Connecting Tableau to Elasticsearch (READ: How to query Elasticsearch with Hive SQL and Hadoop)
- Logging
  - 5 Logstash Alternatives
- Alerts
- 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
- Machine Learning
  - Classifying images into Elasticsearch with DeepDetect - images-with-deep-learning-into-elasticsearch/33217)) by Emmanuel Benazera
  - Elasticsearch with Machine Learning - elasticsearch/elasticsearch-amazon-machine-learning-7d7b979c328d&usg=ALkJrhioEPGsVRglGPFTa6w2ZfM-ydSoeg)) by Kunihiko Kido
  - Recommender System with Mahout and Elasticsearch
- Use cases for Elasticsearch
Elastic Stack
- Elasticsearch
- Logstash
- Kibana
- beats
- Kibana
Other
- Use cases for Elasticsearch
  - LogZoom, a fast and lightweight substitute for Logstash
  - Building a Directory Map With ELK
  - Structured logging with ELK - part 1
  - Search for :yum: Emoji with Elasticsearch :mag_right:
  - Complete Guide to the ELK Stack
  - ElasticSearch Report Engine - An ElasticSearch plugin to return query results as either PDF,HTML or CSV.
  - Elasticsearch Glossary - explanations of Elasticsearch terminology, including examples, common best practices and troubleshooting guides for various issues.
  - Elasticsearch Engineer Interview Questions
  - Fluentd vs. Logstash for OpenStack Log Management
Videos
- Overviews
- 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/)
  - Working with Elasticsearch - Search, Aggregate, Analyze, and Scale Large Volume Datastores - O'Reilly Media
  - End-to-end Recommender System with Spark and Elasticsearch - François Puget. [Slide deck](http://www.slideshare.net/sparktc/spark-ml-meedup-pentreath-puget)
- Code, configuration file samples and other gists
  - Elasticsearch config for a write-heavy cluster - reyjrar/elasticsearch.yml
Who is using elasticsearch?
- Code, configuration file samples and other gists
  - Yelp
  - StackExchange
  - Mozilla
  - Spotify
  - CERN
  - NASA
  - Zalando
  - Raygun
  - IFTTT
I want more! (Elasticsearch related resources)
- Code, configuration file samples and other gists
Books
- 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
Open-source and free products, based on Elasticsearch
- Elastic Certified Engineer
  - Fess - crawler
  - appbaseio/reactivemaps
  - appbaseio/reactivesearch
  - logagent
  - DataStation - Easily query, script, and visualize data from every database, file, and API.
  - 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.
  - DocKit - GUI client for elasticsearch to query, manage and visualize your data.
  - Sentinl - Sentinl is a Kibana alerting and reporting app.
  - appbaseio/reactivemaps
Elasticsearch developer tools and utilities
- Clients
  - Python Elasticsearch Client - Official low-level elasticsearch client for python
  - Elasticsearch DSL - High-level python client for Elasticsearch
  - ESORM - Python Asyncio ORM based on the famous [Pydantic](https://docs.pydantic.dev/latest/)
  - Ruby Elasticsearch Client - Official low-level elasticsearch client for Ruby
- Development and debugging
- Import and Export
  - elasticdump - tools for moving and saving indices
  - Knapsack plugin
  - Elasticsearch-Exporter
  - esbulk
  - elasticsearch-loader - Tool for loading common file types to elasticsearch including csv, json, and parquet
  - elasticdump - tools for moving and saving indices
- 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
Related (awesome) lists
- Elastic Certified Engineer
  - frutik/awesome-search - commerce search now. Below are listed some of my build blocks

Programming Languages

JavaScript 15 Python 9 Java 7 TypeScript 6 Go 3 Vue 2 PHP 2 Scala 1 CoffeeScript 1 Emacs Lisp 1

Ecosyste.ms: Awesome

awesome-elasticsearch

Discussions and social media

Kibana Visualization plugins

Elasticsearch plugins

Cluster

Other

Integrations and SQL support

You know, for search

Tutorials

Kibana Visualization plugins

Kibana plugins and applications

You know, for search

Kibana Visualization plugins

System configuration

Kibana Visualization plugins

Docker and Elasticsearch

Java tuning

Docker and Elasticsearch

Scalable Infrastructure and performance

Docker and Elasticsearch

Integrations

Logging

Alerts

Time series

Machine Learning

Use cases for Elasticsearch

Elastic Stack

Other

Use cases for Elasticsearch

Videos

Overviews

Advanced

Code, configuration file samples and other gists

Who is using elasticsearch?

Code, configuration file samples and other gists

I want more! (Elasticsearch related resources)

Code, configuration file samples and other gists

Books

Certifications

Elastic Certified Engineer

Open-source and free products, based on Elasticsearch

Elastic Certified Engineer

Elasticsearch developer tools and utilities

Clients

Development and debugging

Import and Export

Management

Related (awesome) lists

Elastic Certified Engineer