Apache NiFi is a system used to process and distribute data and offers directed graphs of data routing, transformation, and system mediation logic. NiFi features a web-based user interface that enables users to toggle between design, control, feedback, and monitoring. It is highly configurable dynamic prioritization, back pressure, flow modification at runtime , and can be designed for extension. NiFi also offers multi-tenant authorization and internal authorization and policy management.
Apatar is a free and open-source data integration software package designed to help business users and developers move data in and out of a variety of data sources and formats. The tool requires no programming or design to accomplish even complex integration with joins across several data sources.
Apatar provides a visual interface to minimize the impact of system changes. The tool comes with a pre-built set of integration tools and enables users to re-use previously built mapping schemas as well. The Java-based data integration framework was designed to transform, map, and manipulate data in various formats. Though the product is no longer offered by the provider, it can be downloaded securely using SourceForge.
GeoKettle is a metadata-driven spatial ETL tool designed to integrate different spatial data sources for building and updating geospatial data warehouses. It is a spatially-enabled version of Pentaho Kettle. GeoKettle also benefits from geospatial capabilities from mature open source libraries like JTS, GeoTools, and deegree. The tool also features a cartographic viewer to preview your transformations, including map customization tools and basic cartographic functions.
Scriptella is an open-source ETL tool and also a script implementation tool. It is developed in java, and its main objective is simplicity. In this tool, we can carry out the required data transformations through SQL scripts. Some Important features are:. Some important features are:. Through Roxie, many users can access the Thor refined data concurrently.
Apatar is an Open-source ETL tool that assists business developers and users in moving the data in and out of different data formats and sources. It brings powerful and innovative data integration for developers and end-users. Some Important Features are:. It integrates various data sources for updating and building data warehouses and geospatial databases.
Talend is an us-based software company started in , and its head office is in California, USA. Talend is the first data integration product, and it was launched in What makes this tool unique is that storage and transformation of data are carried out in separate modules, and each of these modules is stored in XML format. Storing in XML format is an added advantage for faster data retrieval and also aids in indexing of data. Pentaho Kettle offers an easy-to-use graphical user interface with a very simple and intuitive way to analyze data.
The tool is powered by a JavaScript engine, which takes care of the data manipulation process. All the procedures of data extraction, transformation, and loading in Kettle can be executed outside the Pentaho platform using all the supported Kettle libraries and Java interpreters in the target system.
Some of the primary features of Pentaho Kettle are it allows migration of data between applications and databases, exporting flat files from databases, easy drag-and-drop data integration, agile view for data modelling, and an integrated data scheduler for coordinating workflows. CloverETL allows you to efficiently develop, deploy, and automate the process of data transformations. The tool also provides an effective blend of visual transformations and workflows with full-fledged coding customization and automation abilities.
CloverETL can transform, cleanse, unify, and distribute data to different types of targets such as applications, database, and warehouses. It is a component-based structure and can be used as a standalone system, command-line application, server application, and can even embed with other applications. CloverETL contains an engine, a dedicated designer, and a server. The CloverETL engine is meant for data transformation at runtime and also acts as a library. The CloverETL designer, on the other hand, is meant to enhance the data visualization, and the CloverETL server offers a rich web-based administrative interface and aids in various functionalities such as data clustering, parallel data transformation, and more.
In addition to the three tools mentioned here, there are several other powerful open-source tools available in the market, including KETL , Scriptella , and GeoKettle. All these tools have eased the process of data integration and data management to a great extent. Most of these tools are cross-platform compatible and offer integration with multiple data sources and applications. Sukesh is a Technology Consultant and Project Manager by profession and an IT enterprise and tech enthusiast by passion.
He holds a Master's degree in Software Engineering and has filled in various roles such as Developer, Analyst, and Consultant in his professional career. He holds expertise in mobile and wearable technologies and is a Certified Scrum Master. Generally, companies would like to opt for tools that are regularly monitored by the community and bring in new features too.
Hevo not only loads the data onto the desired Data Warehouse but also enriches the data and transforms it into an analysis-ready form without having to write a single line of code. Its fault-tolerant architecture ensures that the data is handled in a secure, consistent manner with zero data loss. Hevo Data provides users with three different subscription offerings, namely, Free, Starter and Business.
You can also opt for the Business plan and get a tailor-made plan devised exclusively for your business. Hevo Data also provides users with a day free trial. Apache Camel is an Open-Source framework that helps you integrate different applications using multiple protocols and technologies.
It uses Uniform Resource Indicators URI to provide information such as which components are being used, the context path, and which options are applied on what components. Learn more about Apache Camel. 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.
The connectors run as Docker containers and can be built in the language of your choice. By providing modular components and optional feature subsets, Airbyte provides more flexibility. Currently, Airbyte has 3 pricing models: Community, Standard, and Enterprise depending on the number of connectors, the number of seats needed and the number of premium features activated. Learn more about the pricing of Airbyte. Learn more about Airbyte.
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. Apache Kafka can be used as a message bus, a buffer for systems and events processing, and to decouple applications from databases for both OLTP Online Transaction Processing and Data Warehouses.
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. It is written in Ruby and is a pluggable JSON framework that consists of more than plugins to cater to the ETL process across a wide variety of inputs, filters, and outputs. It can be used as a BI tool or even as a Data Warehouse. To learn more about the pricing model of Logstash.
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