Folly VS CPython

Compare Folly vs CPython and see what are their differences.

Folly

An open-source C++ library developed and used at Facebook. (by facebook)
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Folly CPython
90 1,320
27,197 60,047
0.9% 1.7%
9.8 10.0
7 days ago 2 days ago
C++ Python
Apache License 2.0 GNU General Public License v3.0 or later
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.

Folly

Posts with mentions or reviews of Folly. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-29.
  • Ask HN: How bad is the xz hack?
    1 project | news.ycombinator.com | 31 Mar 2024
    https://github.com/facebook/folly/commit/b1391e1c57be71c1e2a...
  • Backdoor in upstream xz/liblzma leading to SSH server compromise
    49 projects | news.ycombinator.com | 29 Mar 2024
    https://github.com/facebook/folly/pull/2153
  • A lock-free ring-buffer with contiguous reservations (2019)
    9 projects | news.ycombinator.com | 29 Feb 2024
    To set a HP on Linux, Folly just does a relaxed load of the src pointer, release store of the HP, compiler-only barrier, and acquire load. (This prevents the compiler from reordering the 2nd load before the store, right? But to my understanding does not prevent a hypothetical CPU reordering of the 2nd load before the store, which seems potentially problematic!)

    Then on the GC/reclaim side of things, after protected object pointers are stored, it does a more expensive barrier[0] before acquire-loading the HPs.

    I'll admit, I am not confident I understand why this works. I mean, even on x86, loads can be reordered before earlier program-order stores. So it seems like the 2nd check on the protection side could be ineffective. (The non-Linux portable version just uses an atomic_thread_fence SeqCst on both sides, which seems more obviously correct.) And if they don't need the 2nd load on Linux, I'm unclear on why they do it.

    [0]: https://github.com/facebook/folly/blob/main/folly/synchroniz...

    (This uses either mprotect to force a TLB flush in process-relevant CPUs, or the newer Linux membarrier syscall if available.)

  • Appending to an std:string character-by-character: how does the capacity grow?
    2 projects | news.ycombinator.com | 26 Oct 2023
    folly provides functions to resize std::string & std::vector without initialization [0].

    [0] https://github.com/facebook/folly/blob/3c8829785e3ce86cb821c...

  • Can anyone explain feedback of a HFT firm regarding implementation of SPSC lock-free ring-buffer queue?
    1 project | /r/highfreqtrading | 12 Jul 2023
    My implementation was quite similar to Boost's spsc_queue and Facebook's folly/ProducerConsumerQueue.h.
  • A Compressed Indexable Bitset
    6 projects | news.ycombinator.com | 1 Jul 2023
    > How is that relevant?

    Roaring bitmaps and similar data structures get their speed from decoding together consecutive groups of elements, so if you do sequential decoding or decode a large fraction of the list you get excellent performance.

    EF instead excels at random skipping, so if you visit a small fraction of the list you generally get better performance. This is why it works so well for inverted indexes, as generally the queries are very selective (otherwise why do you need an index?) and if you have good intersection algorithms you can skip a large fraction of documents.

    I didn't follow the rest of your comment, select is what EF is good at, every other data structure needs a lot more scanning once you land on the right chunk. With BMI2 you can also use the PDEP instruction to accelerate the final select on a 64-bit block: https://github.com/facebook/folly/blob/main/folly/experiment...

  • Defer for Shell
    1 project | news.ycombinator.com | 20 Jun 2023
    C++ with folly's SCOPE_EXIT {} construct:

    https://github.com/facebook/folly/blob/main/folly/ScopeGuard...

  • Is there any facebook/folly community for discussion and Q&A?
    1 project | /r/cpp | 19 Jun 2023
    Seems like github issues taking a long time to get any response: https://github.com/facebook/folly
  • How a Single Line of Code Made a 24-Core Server Slower Than a Laptop
    4 projects | news.ycombinator.com | 17 Jun 2023
    Can't speak for abseil and tbb, but in folly there are a few solutions for the common problem of sharing state between a writer that updates it very infrequently and concurrent readers that read it very frequently (typical use case is configs).

    The most performant solutions are RCU (https://github.com/facebook/folly/blob/main/folly/synchroniz...) and hazard pointers (https://github.com/facebook/folly/blob/main/folly/synchroniz...), but they're not quite as easy to use as a shared_ptr [1].

    Then there is simil-shared_ptr implemented with thread-local counters (https://github.com/facebook/folly/blob/main/folly/experiment...).

    If you absolutely need a std::shared_ptr (which can be the case if you're working with pre-existing interfaces) there is CoreCachedSharedPtr (https://github.com/facebook/folly/blob/main/folly/concurrenc...), which uses an aliasing trick to transparently maintain per-core reference counts, and scales linearly, but it works only when acquiring the shared_ptr, any subsequent copies of that would still cause contention if passed around in threads.

    [1] Google has a proposal to make a smart pointer based on RCU/hazptr, but I'm not a fan of it because generally RCU/hazptr guards need to be released in the same thread that acquired them, and hiding them in a freely movable object looks like a recipe for disaster to me, especially if paired with coroutines https://www.open-std.org/jtc1/sc22/wg21/docs/papers/2020/p05...

  • Ask HN: What are some of the most elegant codebases in your favorite language?
    37 projects | news.ycombinator.com | 17 Jun 2023
    Not sure if it's still the case but about 6 years ago Facebook's folly C++ library was something I'd point to for my junior engineers to get a sense of "good" C++ https://github.com/facebook/folly

CPython

Posts with mentions or reviews of CPython. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-07.
  • A library to assist writing memory-unsafe code in "pure" Python
    2 projects | news.ycombinator.com | 7 May 2024
  • OpenBSD 7.3 を 7.4 へ アップグレード
    3 projects | dev.to | 6 May 2024
  • Bitcoin Sentiment Analysis using Python and X (Formerly Twitter)
    1 project | dev.to | 5 May 2024
    Thankfully, Python, the go-to coding language for loads of developers, is here to save the day. It's got some awesome features for diving into text sentiment analysis. With cool libraries like Tweepy, we can sift through X(Twitter) data and snag those interesting tweets about Bitcoin. And then there's TextBlob, a clever tool for understanding the sentiment in text. When it's time to clean up and organize all that data, libraries like pandas and numpy are there to help out. And let's not forget about matplotlib, the master of visualisations that can help us see the trends in sentiment crystal clear. Armed with these tools, developers can really dig deep into social media data and figure out what the general public thinks about Bitcoin.
  • scrape-yahoo-finance
    3 projects | dev.to | 25 Apr 2024
    Web Scraping Tool Development: Develop a Python based web scraping tool capable of extracting data from targeted web pages on Yahoo Finance and presenting the data extracted in a readable format. Our target site relies on AJAX to load and update the data dynamically so we will need a tool that is capable of processing JavaScript.
  • Employee Management System using Python.
    2 projects | dev.to | 21 Apr 2024
    Dealing with piles of papers or scattered Excel sheets for employee information can be a real headache, right? Well, what if I told you there's a smoother way to handle all that? A system that lets you easily store, update, and find details about your employees in just a few clicks. Sounds neat, doesn't it? In this article, we're going to explore creating an employee management system using Python, Tkinter, and SQLite3.
  • Build a Product Receipt Generator using Python.
    1 project | dev.to | 20 Apr 2024
    Python is a versatile tool, and today we're delving into a practical use case that can simplify your daily routines. With the datetime module at your disposal, handling dates and times becomes a breeze, making it perfect for crafting accurate and dynamic product receipts. Whether you're a seasoned Python pro or just starting your coding journey, this article will guide you through each step with ease.
  • Build a Music Player with Python
    2 projects | dev.to | 20 Apr 2024
    When working in Visual Studio Code (VS Code), create a new Python file for our music player project. It's helpful to have separate files for different parts of your project.
  • PEP 744 – JIT Compilation
    1 project | news.ycombinator.com | 18 Apr 2024
    > It provides a meaningful performance improvement for at least one popular platform (realistically, on the order of 5%).

    At first it will not provide a large boost, but it will set the foundations for larger gains in subsequent releases. They link a list of some proposed improvements already underway, with improvement estimates, at https://github.com/python/cpython/issues/115802

  • Featured Mod of the Month: Phil Ashby
    2 projects | dev.to | 16 Apr 2024
    After that, with the basics of software engineering understood, I would move on to a wider use language, with a bigger ecosystem to employ, most likely Python. This would expose me to large system design / distributed systems and architectural challenges...
  • Convert Images Into Pencil Sketch
    2 projects | dev.to | 11 Apr 2024
    Have you ever felt like your photos needed a little extra touch to stand out? Well, get ready because we're about to learn a cool Python trick! We're going to take ordinary photos and turn them into awesome pencil sketches using Python and OpenCV. This will make your pictures look like they were drawn by hand!

What are some alternatives?

When comparing Folly and CPython you can also consider the following projects:

abseil-cpp - Abseil Common Libraries (C++)

RustPython - A Python Interpreter written in Rust

Boost - Super-project for modularized Boost

ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Seastar - High performance server-side application framework

Vulpix - Fast, unopinionated, minimalist web framework for .NET core inspired by express.js

parallel-hashmap - A family of header-only, very fast and memory-friendly hashmap and btree containers.

Visual Studio Code - Visual Studio Code

EASTL - Obsolete repo, please go to: https://github.com/electronicarts/EASTL

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OpenFrameworks - openFrameworks is a community-developed cross platform toolkit for creative coding in C++.

Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more