mentat VS differential-datalog

Compare mentat vs differential-datalog and see what are their differences.

mentat

UNMAINTAINED A persistent, relational store inspired by Datomic and DataScript. (by mozilla)

differential-datalog

DDlog is a programming language for incremental computation. It is well suited for writing programs that continuously update their output in response to input changes. A DDlog programmer does not write incremental algorithms; instead they specify the desired input-output mapping in a declarative manner. (by vmware)
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mentat differential-datalog
9 22
1,610 1,338
- 0.4%
10.0 0.0
over 5 years ago 10 months ago
Rust Java
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

mentat

Posts with mentions or reviews of mentat. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-16.
  • Why did Mozilla abandon the Mentat database?
    1 project | /r/rust | 28 Jun 2023
    Why did Mozilla abandon the Mentat database?
  • Asami: A flexible graph store in Clojure
    7 projects | news.ycombinator.com | 16 Nov 2022
    There is (now unmaintained) project called Mentat [0] from Mozilla.

    [0] https://github.com/mozilla/mentat

  • Ideas for DataScript 2
    6 projects | news.ycombinator.com | 14 Aug 2022
    Mozilla was working on the opposite, a Datalog of SQLite, with Mentat, now abandoned: https://github.com/mozilla/mentat

    Strikes me as a basically sound idea and it would be lovely if someone picked up the ball.

  • SQLite Internals: Pages and B-trees
    11 projects | news.ycombinator.com | 27 Jul 2022
    mentat was archived by mozilla back in 2017, but there are a bunch of forks. Because github is dumb and has a terrible interface for exploring forks [0], I used the Active GitHub Forks tool [1] that helped to find:

    qpdb/mentat [2] seems to be the largest (+131 commits) and most recently modified (May this year) fork of mozilla/mentat.

    [0]: https://github.com/mozilla/mentat/network/members - Seriously, how am I supposed to use this? Hundreds of entries, but no counts for stars, contributors, or commits, no details about recent commits. Just click every one?

    [1]: https://techgaun.github.io/active-forks/index.html

    [2]: https://github.com/qpdb/mentat

  • Call for Help - Open Source Datom/EAV/Fact database in Rust.
    8 projects | /r/rust | 1 Apr 2022
    There are plenty of open source Datomic Inspired databases. Check out https://github.com/juji-io/datalevin and scroll down all the way down to “Alternatives”. There was even the beginning of a rust one by Mozilla: https://github.com/mozilla/mentat
  • Emacs team considering including SQLite
    7 projects | /r/emacs | 22 Dec 2021
    I think you might be slightly misreading things, from what you quoted it’s about the query language (sql vs Datalog) not the database engine, that would likely be SQLite in any case. Now whether grafting a Datalog query engine onto SQLite is a good idea is a different question (though it’s been done, eg https://github.com/mozilla/mentat), but we should all at least talk about the same thing :)
  • I Made the Exact Same App with Firebase,AWS Amplify,RxDB,PouchDB,WatermelonDB
    4 projects | news.ycombinator.com | 25 Oct 2021
    You might be interested in the now defunct Mentat project from Mozilla. They made an EAV store with syncing on top of sqlite. It ran datalog queries by translating them into sql.

    https://github.com/mozilla/mentat

differential-datalog

Posts with mentions or reviews of differential-datalog. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-02.
  • DDlog: A programming language for incremental computation
    1 project | news.ycombinator.com | 13 Feb 2024
  • Feldera – a more performant streaming database based on Z-sets
    2 projects | news.ycombinator.com | 2 Oct 2023
    Hi,

    > I wonder if it lives up to the hype.

    We do think so! (disclaimer: I'm a co-founder at Feldera)

    To give some more background: We are co-designing/trialing feldera with several industry/enterprise partners from different domains. Our core team also built differential datalog (https://github.com/vmware/differential-datalog) in the past. And while ddlog is used quite successfully in products today, we believe the many lessons we learned with ddlog will help us to build an even better continuous analytics platform. FYI our code is open-source at https://github.com/feldera/feldera if you'd like to try it out.

    Also feel free to join our community slack channel (https://www.feldera.com/slack/) if you have more questions.

  • Why Are There No Relational DBMSs? [pdf]
    3 projects | news.ycombinator.com | 13 Mar 2023
    The relational model (and generally working at the level of sets/collections, instead of the level of individual values/objects) actually makes it easier to have this kind of incremental computation in a consistent way, I think.

    There's a bunch of work being done on making relational systems work this way. Some interesting reading:

    - https://www.scattered-thoughts.net/writing/an-opinionated-ma...

    - https://materialize.com/ which is built on https://timelydataflow.github.io/differential-dataflow/, which has a lot of research behind it

    - Which also can be a compilation target for Datalog: https://github.com/vmware/differential-datalog

    - Some prototype work on building UI systems in exactly the way you describe using a relational approach: https://riffle.systems/essays/prelude/ (and HN discussion: https://news.ycombinator.com/item?id=30530120)

    (There's a lot more too -- I have a hobby interest in this space, so I have a small collection of links)

  • Differential Datalog: a programming language for incremental computation
    1 project | /r/hypeurls | 8 Nov 2022
    8 projects | news.ycombinator.com | 8 Nov 2022
    Tutorial which I didn’t see linked in the README: https://github.com/vmware/differential-datalog/blob/master/d...
  • Show HN: Cozo – new Graph DB with Datalog, embedded like SQLite, written in Rust
    8 projects | news.ycombinator.com | 8 Nov 2022
    This is amazing!

    Have you looked at differential-datalog? It's rust-based, maintained by VMWare, and has a very rich, well-typed Datalog language. differential-datalog is in-memory only right now, but could be ideal to integrate your graph as a datastore or disk spill cache.

    https://github.com/vmware/differential-datalog

  • Help wanted!
    1 project | /r/ProgrammingLanguages | 24 May 2022
    Sort of related, in my mind at least, is differential dataflow, e.g. https://github.com/vmware/differential-datalog
  • Datalog in JavaScript
    5 projects | news.ycombinator.com | 27 Apr 2022
    It’s fascinating to see so many different parties converging on Datalog for reactive apps & UI.

    - There are several such talks at https://www.hytradboi.com/ (happening this Friday)

    - Roam Research and its clones Athens, Logseq, use Datascript / ClojureScript https://github.com/tonsky/datascript

    - differential-datalog isn’t an end-to-end system, but is highly optimized for quick reactivity https://github.com/vmware/differential-datalog

    - Datalog UI is a Typescript port of some of differential-datalog’s ideas https://datalogui.dev/

  • Call for Help - Open Source Datom/EAV/Fact database in Rust.
    8 projects | /r/rust | 1 Apr 2022
    Rust related https://github.com/vmware/differential-datalog
  • Anything like Svelte/Jetpack Compose for Haskell?
    4 projects | /r/haskell | 4 Dec 2021
    Actually, that makes me wonder whether or not differential datalog falls under that umbrella, and if it could be applied in the same way Compose is.

What are some alternatives?

When comparing mentat and differential-datalog you can also consider the following projects:

datalevin - A simple, fast and versatile Datalog database

scryer-prolog - A modern Prolog implementation written mostly in Rust.

SQLite - Official Git mirror of the SQLite source tree

timely-dataflow - A modular implementation of timely dataflow in Rust

active-forks - Find active github forks of a repo https://git.io/vSnrC

materialize - The data warehouse for operational workloads.

cozo - A transactional, relational-graph-vector database that uses Datalog for query. The hippocampus for AI!

differential-dataflow - An implementation of differential dataflow using timely dataflow on Rust.

client-side-databases - An implementation of the exact same app in Firestore, AWS Datastore, PouchDB, RxDB and WatermelonDB

crepe - Datalog compiler embedded in Rust as a procedural macro

logica - Logica is a logic programming language that compiles to SQL. It runs on Google BigQuery, PostgreSQL and SQLite.