AI - LakeFS
Empowering organizations to maintain data integrity and reliability through open-source data versioning system LakeFS, enabling continuous integration for data and rollback operations.
- Name
- LakeFS -https://github.com/treeverse/lakeFS
- Last Audited At
About LakeFS
LakeFS is an open-source data versioning system that allows users to keep track of their data's exact state over time. They provide a Git-like interface for managing data versions and enable rollback operations to fix critical data errors. LakeFS exposes a solution for the challenge of maintaining the integrity and reliability of frequently changing data, particularly important in today's data-driven business landscape.
The system is free and open-source, licensed under Apache License 2.0. Numerous organizations, including AirAsia, Netflix, and Volvo Cars, have adopted lakeFS to manage their critical data. By using lakeFS, these companies can effectively reproduce the state of their data at any given point in time, improving debugging capabilities, ensuring machine learning model consistency, and facilitating compliance with data audits.
LakeFS aims to address the issue of maintaining a single, current state of data and its negative impact on workflow efficiency. By implementing Continuous Integration (CI) for data, they ensure that quality and reliability checks are implemented at each stage of the data lifecycle. This ensures that production data adheres to business data governance policies, ensuring trust and confidence in the organization's data assets.
To engage with the lakeFS community, users can join their Slack channel, follow them on Twitter and Mastodon, learn from video tutorials, read blog articles, or contact lakeFS directly. More information about their documentation, contributing process, and roadmap are also available on their website.