Software Alternatives, Accelerators & Startups

LakeFS VS DataFleets

Compare LakeFS VS DataFleets and see what are their differences

LakeFS logo LakeFS

lakeFS is an open-source tool that transforms your object storage to Git-like repositories. Start managing data the way you manage your code.

DataFleets logo DataFleets

Data science for private data.
  • LakeFS Landing page
    Landing page //
    2023-08-27
  • DataFleets Landing page
    Landing page //
    2023-08-28

The world's first cloud platform for unified and privacy-preserving enterprise data analytics powered by Federated Learning. It's never been easier to securely bridge data silos and create new data-driven products with strong network effects. DataFleets allows data teams to ship their analytics out to data, wherever it resides, analyzing it compliantly (e.g., GDPR, CCPA) with game-changing results: 10x available data and 10x speed in accessing it.

LakeFS videos

Getting Started With lakeFS

More videos:

  • Review - Get Ready for ML! Level Up Your Data Lake with Delta and lakeFS | Treeverse

DataFleets videos

Enterprise Analytics: Federated Learning and Differential Privacy

Category Popularity

0-100% (relative to LakeFS and DataFleets)
Cloud Computing
100 100%
0% 0
Machine Learning Tools
0 0%
100% 100
Cloud Storage
100 100%
0% 0
AI
62 62%
38% 38

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare LakeFS and DataFleets

LakeFS Reviews

4 Must-Have Open Source Solutions for Object Storage
LakeFS allows you to create a development environment where you can perform experiments and document them in a reproducible manner. Like Git, you can create commits and branches, making it possible for you to move along the timeline of your application development and try out new features in isolation. Amazingly, lakeFS performs all this without duplicating any data โ€”...

DataFleets Reviews

We have no reviews of DataFleets yet.
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Social recommendations and mentions

Based on our record, LakeFS seems to be more popular. It has been mentiond 6 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

LakeFS mentions (6)

  • Ask HN: AWS S3, Cloudflare R2, GCS, Wasabi, or B2?
    I would add https://github.com/gaul/s3proxy to your list. - Source: Hacker News / over 2 years ago
  • Dev / Stage / Prod is the wrong pattern for data pipelines
    * data state - this is contents of both your data and metadata at a given point in time. if your data doesn't fit into a single database, this can be difficult to manage. We use this technology to help us: https://lakefs.io/. - Source: Hacker News / about 3 years ago
  • Dev / Stage / Prod is the wrong pattern for data pipelines
    Saltcured, find these comments super insightful! > Yeah, there's a lot of hidden magic/assumptions in having a "writable snapshot of a specific version" of production data. That's absolutely a huge assumption. This technology has been a game changer for us: https://lakefs.io/ > It becomes a headache when there is too much contention to use these sandboxes, or too much manual effort to reset them to a desired... - Source: Hacker News / about 3 years ago
  • Using git to version control experimental data (not code)?
    You should not store your data in git itself, but rather use git to version your data sets. The currently best option for that is (IMHO) https://lakefs.io though there are a few others in various states of usability/maturity. Source: over 3 years ago
  • How are you incrementally testing your data pipelines as you develop them?
    I mean if you're ready to adopt a new framework into your ecosystem this is one of the major usecases for LakeFS. Source: over 3 years ago
View more

DataFleets mentions (0)

We have not tracked any mentions of DataFleets yet. Tracking of DataFleets recommendations started around Mar 2021.

What are some alternatives?

When comparing LakeFS and DataFleets, you can also consider the following products

DVC - Diablo Valley College consists of two campuses serving more than 22,000 students in Contra Costa County each semester with a wide variety of program options.

Monte Carlo Data - Monte Carloโ€™s Data Observability platform increases trust in data by eliminating data downtime, so engineers innovate more and fix less.

Git Large File Storage - Git Large File Storage (LFS) replaces large files such as audio samples, videos, datasets, and graphics with text pointers.

ArtiVC - ArtiVC (Artifact Version Control) is a version control system for large files.

Tonic AI - The fake data company

AWS Lake Formation - AWS Lake Formation is a service that lets you build, secure, and manage your data lake on AWS, reducing the set up time from months to days.