8 Best Open-Source Data Lineage Tools to Consider in 2022

Finding the right data lineage software can be a difficult and time-consuming process for many people, requiring lengthy research and comparisons, as there are hundreds of data lineage tools available today. If you’re looking for a suitable open-source data lineage tool for your organization, you’ve come to the right place. In this article, we will introduce, in alphabetical order, the 8 best open-source data lineage tools on the market today, making it easy and fast for you to find the right data lineage software for your organisation.

Best Open-Source Data Lineage Tools – 1. Apatar

As a free, open-source data integration package designed to help business users and developers move data in and out of a variety of data sources and formats, Apatar enables complex integration of connections across multiple data sources without programming or design. In addition to this, it is worth mentioning that the tool provides a visual interface to minimize the impact of system changes, and comes with a set of pre-built integration tools that allow users to reuse previously built mapping patterns as well.

Best Open-Source Data Lineage Tools – 2. CloverETL

CloverETL, now CloverDX, is one of the first open source ETL tools, a Java-based data integration framework designed to transform, map, and manipulate data in various formats. Also, it’s important to point out that CloverETL can be used standalone or embedded, and connects to RDBMS, JMS, SOAP, LDAP, S3, HTTP, FTP, ZIP, and TAR. Although the product is no longer available from the provider, we can still download it securely using SourceForge, and CloverDX still supports CloverETL under their standard support agreement.

Best Open-Source Data Lineage Tools – 3. Dremio

The tool provides users with a product called a data lake engine, which provides fast query speeds and a self-service semantic layer that operates directly against the data lake storage. Plus, the solution connects to S3, ADLS, Hadoop, or wherever your enterprise data resides. Apache Arrow, Data Reflections, and other Dremio technologies work together to speed up queries, and the semantic layer enables IT to apply security and business meaning. It’s worth mentioning that as a user you don’t have to send data to Dremio or store it in a proprietary format to access it.

Best Open-Source Data Lineage Tools – 4. Kylo

As an open source and enterprise-class data lake management software platform, Kylo is designed for self-service data ingestion and data preparation, taking inspiration from Think Big’s 150+ Big Data implementation project to advocate integrated metadata management, governance, security and best practices. Its key features include self-service data ingestion, data processing and preparation through visual SQL, the ability to search and browse data and metadata, monitor the health of feeds and services in a data lake, and batch or stream pipeline design templates in Apache NiFi.

Best Open-Source Data Lineage Tools – 5. Talend Open Studio

Open Studio from Talend provides users with many open source data integration and data management solutions for various use cases. For example, Open Studio for Data Integration lets you quickly start ETL projects and integrate data. Another example is Open Studio for Big Data which helps to simplify ETL for large and diverse datasets and Data Preparation – Free Desktop enables users to freely discover, mix and clean data, Open Studio for ESB speeds up the orchestration of applications and APIs, and Open Studio for Data Quality evaluates the accuracy and completeness of data. In addition, to its credit, Talend also provides open source Stitch for loading data into cloud data warehouses and data lakes.

Best Open-Source Data Lineage Tools – 6. TIBCO Jaspersoft ETL

Jaspersoft ETL, part of the TIBCO Community Edition open source product portfolio, allows users to extract data from various sources, transform the data according to defined business rules, and load it into a centralized data warehouse for reporting and analysis. It should be noted that the tool’s data integration engine is powered by Talend. Notably, Community Edition offers a graphical design environment, over 500 connectors and components, and job version control. In addition, TIBCO provides open source business intelligence solutions.

Best Open-Source Data Lineage Tools – 7. Tokern

As an open source data governance framework, Tokenn allows users to comply with regulations and protect critical data from insider threats. The solution features the ability to create and manage a single source of truth data dictionary, data catalogs for databases and file systems, track data lineage across data infrastructure through interactive diagrams, and manage user and data access controls in AWS Glue using familiar SQL statements.

Best Open-Source Data Lineage Tools – 8. Truedat (Bluetab Solutions)

As an open source data governance business solution tool developed by Bluetab Solutions, Truedata provides an end-to-end view of your data from both a business and technical perspective. It should be noted that the environment is user-friendly and has tools for visualization and easy understanding. In addition, it is worth mentioning that Truedata also allows users to organize and enrich information through configurable workflows. Its key features are numerous, including end-to-end governance, extensive customization options, easy module navigation, system connectivity, cloud or on-premises integration methods, and no licensing costs.

Conclusion

Thank you for reading our article and we hope it can be helpful to you. If you want to learn more about data lineage, we would like to advise you to visit Gudu SQLFlow for more information.

As one of the best data lineage tools available on the market today, Gudu SQLFlow can not only analyze SQL script files, obtain data lineage, and perform visual display, but also allow users to provide data lineage in CSV format and perform visual display.