awesome-elasticsearch
by dzharii
A curated list of the most important and useful resources about elasticsearch: articles, videos, blogs, tips and tricks, use cases. All about Elasticsearch!
AI summary
Search platform
A curated collection of resources and tools for building search applications with Elasticsearch
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What's in the list
167 links in 34 sections, with live GitHub stats.activeno commit in 2y
Elastic 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;
- beats
is the platform for building lightweight, open source data shippers for many types of data you want to enrich with Logstash, search and analyze in Elasticsearch, and visualize in Kibana
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
Related (awesome) lists
frutik/awesome-search
I am building e-commerce search now. Below are listed some of my build blocks
Open-source and free products, based on Elasticsearch
- Fess
is an open source full featured Enterprise Search, with a web-crawler
Yelp/elastalert
is a modular flexible rules based alerting system written in Python
etsy/411
an Alert Management Web Application (credentials: user/user)
appbaseio/mirage
is a 🔎 GUI for composing Elasticsearch queries
exceptionless/Exceptionless
is an error (exceptions) collecting and reporting server with client bindings for a various programming languages
searchkit/searchkit
is a UI framework based on React to build awesome search experiences with Elasticsearch
- appbaseio/reactivemaps
is a React based UI components library for building Airbnb / Foursquare like Maps
- appbaseio/reactivesearch
is a library of beautiful React UI components for Elasticsearch
appbaseio/dejavu
The missing UI for Elasticsearch;
Simple File Server
is an Openstack Swift compatible distributed object store that can serve and securely store billions of large and small files using minimal resources
- logagent
a log shipper to parse and ship logs to Elasticsearch including bulk indexing, disk buffers and log format detection
ItemsAPI
simplified search API for web and mobile (based on Elasticsearch and Express.js)
Kuzzle
An open-source backend with advanced real-time features for Web, Mobile and IoT that uses ElasticSearch as a database. ( )
SIAC
SIAC is an enterprise SIEM built on the ELK stack and other open-source components
Sentinl
Sentinl is a Kibana alerting and reporting app
Praeco
Elasticsearch alerting made simple
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
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
Ruby Elasticsearch Client
Official low-level elasticsearch client for Ruby
Elasticsearch developer tools and utilities / Development and debugging
Sense (from Elastic)
A JSON aware developer console to Elasticsearch; official and very powerful
ES-mode
An Emacs major mode for interacting with Elasticsearch (similar to Sense)
- Elasticsearch Cheatsheet
Examples for the most used queries, API and settings for all major version of Elasticsearch
Elasticstat
CLI tool displaying monitoring informations like htop
Elastic for Visual Studio Code
An extension for developing Elasticsearch queries like Kibana and Sense extention in Visual Studio Code
Elastic Builder
A Node.js implementation of the Elasticsearch DSL
Bodybuilder
A Node.js elasticsearch query body builder
enju
A Node.js elasticsearch ORM
Peek
An interactive CLI in Python that works like Kibana Console with additional features
Logstash pipeline parser
Python Parsing expression grammar (PEG) and Abstract syntax tree (AST) for Logstash pipeline syntax
Elasticsearch developer tools and utilities / 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 indices
elasticsearch-loader
Tool for loading common file types to elasticsearch including csv, json, and parquet
Elasticsearch developer tools and utilities / 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
sscarduzio/elasticsearch-readonlyrest-plugin
Safely expose Elasticsearch REST API directly to the public
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
Cerebro
is an open source(MIT License) elasticsearch web admin tool. Supports ES 5.x
Kopf
Another management plugin that have REST console and 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
Elasticsearch plugins / Other
SIREn Join Plugin for Elasticsearch
This plugin extends Elasticsearch with new search actions and a filter query parser that enables to perform a "Filter Join" between two set of documents (in the same index or in different indexes)
Elasticsearch plugins / 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)
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
Elasticsearch plugins / 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:
Kibana Alert App for Elasticsearch
Kibana plugin with monitoring, alerting and reporting capabilities
VulnWhisperer
VulnWhisperer is a vulnerability data and report aggregator
Wazuh Kibana App
A Kibana app for working with data generated by
Datasweet Formula
A real time calculated metric plugin
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 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
Discussions and social media
- Books on Amazon
does not fit well into this category, but worth checking out!
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
- $$ 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
System configuration
- How to Secure Elasticsearch and Kibana
with NGINX, LDAP and SSL
- Elasticsearch Guides
Useful Elasticsearch guides with best practices, troubleshooting instructions for errors, tips, examples of code snippets and more
System configuration / Docker and Elasticsearch
Java tuning
- JVM Garbage Collector settings investigation
PDF Comparison of JVM GC
- Garbage Collection Settings for Elasticsearch Master Nodes
Fine tunine your garbage collector
- Understanding G1 GC Log Format
To tune and troubleshoot G1 GC enabled JVMs, one must have a proper understanding of G1 GC log format. This article walks through key things that one should know about the G1 GC log format
Scalable Infrastructure and performance
- 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
Elasticsearch configuration tips and tricks from Sanity
- Scaling Elasticsearch to Hundreds of Developers
by Joseph Lynch @yelp
- Our Experience of Creating Large Scale Log Search System Using Elasticsearch
topology, separate master, data and search balancers nodes
Elasticsearch on Azure Guidance
it is 10% on Azure and 90% of a very valuable general information, tips and tricks about Elasticsearch
Scalable Infrastructure and performance / Datadog's series about monitoring Elasticsearch performance:
Scalable Infrastructure and performance
Scalable Infrastructure and performance / Integrations
Scalable Infrastructure and performance / Logging
- 5 Logstash Alternatives
and typical use cases
Scalable Infrastructure and performance / Alerts
- ElastAlert: Alerting At Scale With Elasticsearch, Part 1
by engineeringblog.yelp.com
- ElastAlert: Alerting At Scale With Elasticsearch, Part 2
by engineeringblog.yelp.com
Scalable Infrastructure and performance / Time series
- Elasticsearch as a Time Series Data Store
by Felix Barnsteiner
- Running derivatives on Voyager velocity data
By Colin Goodheart-Smithe
- Part 1
Shewhart Control Charts via Moving Averages: - by Zachary Tong
- Part 1
Implementing a Statistical Anomaly Detector: - - by Zachary Tong
Scalable Infrastructure and performance / Machine Learning
- Classifying images into Elasticsearch with DeepDetect
( ) by Emmanuel Benazera
- Elasticsearch with Machine Learning
( ) by Kunihiko Kido
Scalable Infrastructure and performance / Use cases for Elasticsearch
- Data Infrastructure at IFTTT
Elasticsearch, Kafka, Apache Spark, Redhsift, other AWS services
- OFAC compliance with Elasticsearch
using AWS
- Building a Streaming Search Platform
Streaming Search on Tweets: Storm, Elasticsearch, and Redis
Other
Graylog2/graylog2-server
Free and open source log management (based on ES)
logiq
Simple WebUI Monitoring Tool for Logstash ver. 5.0 and up
- 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
Videos / Overviews
- Elasticsearch for logs and metrics: A deep dive – Velocity 2016
by Sematext Developers
- Elasticsearch in action Thijs Feryn
a beginner overview
- 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
- $$ Complete Guide to Elasticsearch
Comprehensive guide to Elasticsearch, the popular search engine built on Apache Lucene
- Scale Your Metrics with Elasticsearch
2019 by Philipp Krenn (Elastic) optimization tips and tricks
Videos / Advanced
- End-to-end Recommender System with Spark and Elasticsearch
by Nick Pentreath & Jean-François Puget
Videos / Code, configuration file samples and other gists
- Elasticsearch config for a write-heavy cluster
reyjrar/elasticsearch.yml
chenryn/ESPL - Elastic Search Processing Language
PEG parser sample for SPL to Elasticsearch DSL
thomaspatzke/EQUEL
an Elasticsearch QUEry Language, based on G4 grammar parser
I want more! (Elasticsearch related resources)
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