effects-examples VS sandmark

Compare effects-examples vs sandmark and see what are their differences.

effects-examples

Examples to illustrate the use of algebraic effects in Multicore OCaml (by ocaml-multicore)

sandmark

A benchmark suite for the OCaml compiler (by ocaml-bench)
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effects-examples sandmark
10 3
405 81
1.5% -
5.8 7.7
5 months ago 3 months ago
OCaml Jupyter Notebook
ISC License The Unlicense
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.

effects-examples

Posts with mentions or reviews of effects-examples. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-14.
  • Maybe Everything Is a Coroutine
    3 projects | news.ycombinator.com | 14 Feb 2024
    Isn't a language described very similar to the (future) OCaml with effects (https://github.com/ocaml-multicore/effects-examples) added?
  • Examples to illustrate the use of algebraic effects in Multicore OCaml
    1 project | news.ycombinator.com | 19 Mar 2023
  • Context: The Missing Feature of Programming Languages
    5 projects | /r/programming | 7 Mar 2023
    Sure. They probably don't mention coeffects so often because their effect system subsumes both effects (actions to be performed) and coeffects (information from the context), and it can do way more than what you're proposing. Here are some examples you may take a look. The dynamic state example in there could be adapted to act as coeffects (contexts) as you suggest. For coeffects in particular, this is a great resource. You may also be interested in Koka's documentation, as it was designed to be a language with effects and coeffects since the beginning (OCaml did only retrofit them recently).
  • Reverse-mode algorithmic differentiation using effect handlers in OCaml 5
    1 project | /r/hypeurls | 18 Nov 2022
    1 project | news.ycombinator.com | 18 Nov 2022
  • OCaml Multicore merged upstream
    10 projects | news.ycombinator.com | 10 Jan 2022
    Good question!

    https://github.com/ocaml-multicore/effects-examples has links to tutorials and examples for how effects can be used.

    There's also some slides from KC's talk on effect handlers https://kcsrk.info/slides/handlers_edinburgh.pdf and materials from the CUFP 17 tutorial: https://github.com/ocamllabs/ocaml-effects-tutorial

    https://gopiandcode.uk/logs/log-bye-bye-monads-algebraic-eff... this is also a great introduction

  • Multicore OCaml PR has been merged
    3 projects | /r/programming | 10 Jan 2022
    Here's a post outlining the part that people are excited about. Here's the examples list if you'd like more concrete examples.
  • Functional Programming Languages Sentiment Ranking
    1 project | /r/functionalprogramming | 9 Dec 2021
    To be honest, though, despite it being cool that OCaml finally has a concrete multicore release date, I'm more interested in the effect handlers. After reading these slides and this article on the topic I realised OCaml getting support for algebraic effects is way more interesting than the parallelism support.
  • Scripting Languages of the Future
    2 projects | news.ycombinator.com | 31 Oct 2021
    I think it's not discussed enough how things like language features shape how library APIs are formed. People usually seem to only consider the question "how would I use this feature?" and not "how would the standard library look like with this feature?", which is surprising given how much builtin libraries affect the pleasantness of a language.

    One of the things I'm excited to see is the cap-std project for Rust [0] given what Pony [1] has demonstrated is possible with capabilities. I'm also hoping that languages like Koka [2] and OCaml [3] will demonstrate interesting use cases for algebraic effects.

    [0] https://github.com/bytecodealliance/cap-std

    [1] https://www.ponylang.io/discover

    [2] https://koka-lang.github.io

    [3] https://github.com/ocaml-multicore/effects-examples

  • PHP 'noreturn' type RFC accepted, with type name to be 'never'.
    1 project | /r/programming | 16 Apr 2021
    Just randomly stumbled upon this example, which is exactly what you were asking about. It is a strongly-typed fork() that uses first-class effects.

sandmark

Posts with mentions or reviews of sandmark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-10.
  • OCaml Multicore merged upstream
    10 projects | news.ycombinator.com | 10 Jan 2022
    Along with the graphs from the PR in the sibling comment, there's also the extensive benchmarking from the ICFP2020 paper: https://arxiv.org/pdf/2004.11663.pdf

    Work on this is on-going via the sandmark benchmarking suite: https://github.com/ocaml-bench/sandmark

    In short the expectation should be that single-threaded code performs roughly the same (single digit percentage changes) as on the sequential runtime.

    Parallel code on multicore can see close to linear speedups on 64 cores, though it depends significantly on your workload. If you're interested in parallelising existing OCaml code, I gave an example-driven OCaml workshop talk in 2020: https://www.youtube.com/watch?v=Z7YZR1q8wzI

  • Multicore OCaml PR has been merged
    3 projects | /r/programming | 10 Jan 2022
    Yes. We have some benchmarks in sandmark (https://github.com/ocaml-bench/sandmark) that are nearly linear up to 60 cores and cap out at about an 80x speedup on 128 cores.

What are some alternatives?

When comparing effects-examples and sandmark you can also consider the following projects:

eioio - Effects-based direct-style IO for multicore OCaml

ocaml - The core OCaml system: compilers, runtime system, base libraries

lwt_eio - Use Lwt libraries from within Eio

cap-std - Capability-oriented version of the Rust standard library

ocaml-effects-tutorial - Concurrent Programming with Effect Handlers

raytracers - Performance comparison of parallel ray tracing in functional programming languages

contextpy-examples - Example applications using ContextPy. See: https://www.hpi.uni-potsdam.de/hirschfeld/trac/Cop/wiki/ContextPy