cffi VS dense-arrays

Compare cffi vs dense-arrays and see what are their differences.

cffi

The Common Foreign Function Interface (by cffi)

dense-arrays

Numpy like array object for common lisp (by digikar99)
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cffi dense-arrays
16 7
412 23
1.2% -
4.0 6.3
26 days ago 19 days ago
Common Lisp Common Lisp
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.

cffi

Posts with mentions or reviews of cffi. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-21.

dense-arrays

Posts with mentions or reviews of dense-arrays. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-20.
  • dense-arrays: Numpy like array object for common lisp
    1 project | /r/lisp | 15 Jul 2022
  • Image classification in CL? Help with starting point
    8 projects | /r/Common_Lisp | 20 Sep 2021
    *I have not; I have a couple of WIP/alpha-stage libraries like dense-arrays and numericals that could be useful; once I find the time, I want to think about if these or its dependencies can be integrated into the existing libraries including antik mentioned by awesome-cl.
  • Machine Learning in Lisp
    12 projects | /r/lisp | 4 Jun 2021
    Personally, I've been relying on the stream-based method using py4cl/2, mostly because I did not - and perhaps do not - have the knowledge and time to dig into the CFFI based method. The limitation is that this would get you less than 10000 python interactions per second. That is sufficient if you will be running a long running python task - and I have successfully run trivial ML programs using it, but any intensive array processing gets in the way. For this later task, there are a few emerging libraries like numcl and array-operations without SIMD (yet), and numericals using SIMD. For reasons mentioned on the readme, I recently cooked up dense-arrays. This has interchangeable backends and can also use cl-cuda. But barring that, the developer overhead of actually setting up native-CFFI ecosystem is still too high, and I'm back to py4cl/2 for tasks beyond array processing.
  • polymorphic-functions - Possibly AOT dispatch on argument types with support for optional and keyword argument dispatch
    9 projects | /r/lisp | 21 May 2021
    Currently I have put successfully this to use at dense-numericals - which I created over dense-arrays after finding CL arrays to be not that suitable, as compared to numpy or julia. Now, dense-numericals relies on passing the array pointer to C functions. However, IIUC, this runs into issues for what if the GC moves the arrays while the computation is still not done; is this worry valid? I think I ran into this while running multithreaded tests on CCL, ending up in segfaults.
  • Confused about array runtime type checking in SBCL
    2 projects | /r/Common_Lisp | 5 May 2021
    Shameless unstable plug: I think it should be possible to provide type checking with a different backend that does not upgrade the types at https://github.com/digikar99/dense-arrays - the backend things are themselves unstable though.
  • Past, Present, and Future of Lisp
    2 projects | /r/lisp | 5 Jan 2021
    In semi-production, ideally the problems are best represented using state diagrams, but I don't see a way to comfortably represent graphs in textual formats. The best I see is list of lists, which doesn't feel significantly better than the spaghetti code it currently is (for instance this and this - but these are just about one function each in a larger system, so not totally worth a DSL, unless there existed a defacto state-diagram DSL which everyone could be expected to know.

What are some alternatives?

When comparing cffi and dense-arrays you can also consider the following projects:

cl-autowrap - (c-include "file.h") => complete FFI wrapper

array-operations - Common Lisp library that facilitates working with Common Lisp arrays.

go-ffi - Go bindings to libffi

py4cl - Call python from Common Lisp

racket - The Racket repository

numericals - CFFI enabled SIMD powered simple-math numerical operations on arrays for Common Lisp [still experimental]

trial - A fully-fledged Common Lisp game engine

py4cl2 - Call python from Common Lisp

cl-parametric-types - (BETA) C++-style templates for Common Lisp

paip-lisp - Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

specialization-store - A different type of generic function for common lisp.