lakeFS is described as 'Open source data lake management and data versioning platform that transforms an object storage into a Git-like repository. It supports AWS S3, S3 compatibles data stores and well as some others' and is a Version Control system in the development category. There are five alternatives to lakeFS for a variety of platforms, including Mac, Windows, Linux, BSD and Self-Hosted apps. The best lakeFS alternative is Git LFS, which is both free and Open Source. Other great apps like lakeFS are DVC, Nile AI, ArtiVC and DuckLake.
Git Large File Storage (LFS) replaces large files such as audio samples, videos, datasets, and graphics with text pointers inside Git, while storing the file contents on a remote server.
Data Version Control or DVC is an open-source tool for data science and machine learning projects. Key features:
Data Engineering is needlessly complex today. What if we can abstract away a lot of the tedious parts of this and let companies focus on just the data they want to store, and the questions they have on their data?
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ArtiVC (Artifact Version Control) is a handy command-line tool for data versioning on cloud storage. With only one command, it helps you neatly snapshot your data and switch data between versions. Even better, it seamlessly integrates your existing cloud environment.
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