Top 10 Popular Open-Source ETL Tools for 2021

1

Apache Camel

Apache Camel is an Open-Source framework that helps you integrate different applications using multiple protocols and technologies. It helps configure routing and mediation rules by providing a Java-object-based implementation of Enterprise Integration Patterns (EIP), declarative Java-domain specific language, or by using an API.

#Data Integration #ETL #Open Source 12 social mentions

2

Airbyte

Airbyte is one of the newest Open-Source ETL Tools that was launched in July 2020. It differs from other ETL tools as it provides connectors that are usable out of the box through a UI and API that allows community developers to monitor and maintain the tool.

#Developer Tools #Tech #Data Integration 44 social mentions

3

Apache Kafka

Apache Kafka is an Open-Source Data Streaming Tool written in Scala and Java. It publishes and subscribes to a stream of records in a fault-tolerant manner and provides a unified, high-throughput, and low-latency platform to manage data.

#Stream Processing #Data Integration #ETL 120 social mentions

4

logstash

Logstash is an Open-Source Data Pipeline that extracts data from multiple data sources and transforms the source data and events and loads them into ElasticSearch, a JSON-based search, and analytics engine. It is part of the ELK Stack. The “E” stands for ElasticSearch and the “K” stands for Kibana, a Data Visualization engine.

#Monitoring Tools #Log Management #Data Analytics

5

Kettle Pentaho

Pentaho Kettle is now a part of the Hitachi Vantara Community and provides ETL capabilities using a metadata-driven approach. It has a graphical drag and drop UI and standard architecture. This tool allows users to create their own data manipulation jobs without writing a single line of code. Hitachi Vantara also offers Open-Source BI tools for reporting and Data Mining that work seamlessly with Pentaho Kettle.

#Data Integration #ETL #Workflows

6

Talend Open Studio

Talend Open Studio is a free and Open-Source ETL Tool that provides its users a graphical design environment, ETL and ELT support, and enables them to export and execute standalone jobs across runtime environments. It has a wide range of connectors for RDBMS, SaaS, Packaged applications, Dropbox, LDAP, FTP, and many more. It also offers Open-Source solutions for Data Preparation and Data Quality.

#Data Integration #Sales Tools #OS & Utilities

7

Singer

Some Open-Source ETL Tools have a command line interface. Singer is one such tool that uses a command-line interface to allow users to build modular ETL Pipelines using its “Tap” and “Target” modules. Singer provides a framework that allows users to connect data sources to storage locations directly.

#Data Integration #ETL #Developer Tools 7 social mentions

8

ketl

KETL is a production-ready ETL platform designed to assist the development and deployment of Data Integration processes. It allows users to use an Open-Source platform to manage complex data. The KETL engine consists of a multi-threaded server to manage different job executors. Job executors fall into several categories including SQL, OS, XML, Sessionizer, and Empty.

#Startups #Startup Community #Founders

9

Apache NiFi

Apache NiFi allows you to automate and manage the flow of information systems. It also enables NiFi to be an effective platform for building scalable and powerful dataflows. NiFi follows the fundamental concept of Flow-Based Programming. It has a highly configurable web-based UI, and houses features such as Data Provenance, Extensibility, and Security features.

#Analytics #Web Analytics #Mobile Analytics 16 social mentions

10

CloverDX

CloverDX is one of the first Open-Source ETL Tools. It has a Java-based Data Integration framework that is designed to transform, map and manipulate data of various formats. It can be used as a standalone system or be embedded with other databases and files such as RDBMS, JMS, SOAP, HTTP, FTP, and many more.

#Data Integration #ETL #Monitoring Tools