V8 VS CPython

Compare V8 vs CPython and see what are their differences.

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V8 CPython
55 1,314
22,671 59,658
0.6% 1.0%
9.9 10.0
2 days ago 6 days ago
C++ Python
GNU General Public License v3.0 or later 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.

V8

Posts with mentions or reviews of V8. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-21.
  • Boehm Garbage Collector
    9 projects | news.ycombinator.com | 21 Jan 2024
    https://chromium.googlesource.com/v8/v8.git/+/HEAD/include/c...

    Due to the nature of web engine workloads migrating objects to being GC'd isn't performance negative (as most people would expect). With care it can often end up performance positive.

    There are a few tricks that Oilpan can apply. Concurrent tracing helps a lot (e.g. instead of incrementing/decrementing refs, you can trace on a different thread), in addition when destructing objects, the destructors typically become trivial meaning the object can just be dropped from memory. Both these free up main thread time. (The tradeoff with concurrent tracing is that you need atomic barriers when assigning pointers which needs care).

    This is on top of the safey improvements you gain from being GC'd vs. smart pointers, etc.

    One major tradeoff that UAF bugs become more difficult to fix, as you are just accessing objects which "should" be dead.

  • The Everything NPM Package
    2 projects | news.ycombinator.com | 6 Jan 2024
    > If that standard library would be written in JS, a new browser (or rather a new JS engine being a part of the browser) could just use some existing implementation

    That sounds great, but I'm doubtful of the simplicity behind this approach.

    If my understanding is correct, v8 has transitioned to C++[0] and Torque[1] code to implement the standard library, as opposed to running hard-coded JavaScript on setting up a new context.

    I suspect this decision was made as a performance optimization, as there would obviously be a non-zero cost to parsing arbitrary JavaScript. Therefore, I doubt a JavaScript-based standard library would be an acceptable solution here.

    [0]: https://github.com/v8/v8/tree/main/src/runtime

  • C++23: Removing garbage collection support
    3 projects | news.ycombinator.com | 1 Nov 2023
    C++ lets you write anything you can imagine, and the language features and standard library often facilitate that. The committee espouses the view that they want to provide many "zero [runtime] cost," abstractions. Anybody can contribute to the language, although the committee process is often slow and can be political, each release the surface area and capability of the language gets larger.

    I believe Hazard Pointers are slated for C++26, and these will add a form "free later, but not quite garbage collection" to the language. There was a talk this year about using hazard pointers to implement a much faster std::shared_ptr.

    It's a language with incredible depth because so many different paradigms have been implemented in it, but also has many pitfalls for new and old users because there are many different ways of solving the same problem.

    I feel that in C++, more than any other language, you need to know the actual implementation under the hood to use it effectively. This means knowing not just what the language specifies, but can occaissionally require knowing what GCC or Clang generate on your particular hardware.

    Many garbage collected languages are written in or have parts of their implementations in C++. See JS (https://github.com/v8/v8)and Java GC (https://github.com/openjdk/jdk/tree/36de19d4622e38b6c00644b0...)

    I am not an expert on Java (or C++), so if someone knows better or can add more please correct me.

  • Abstract Syntax Trees and Practical Applications in JavaScript
    13 projects | dev.to | 21 Oct 2023
    Remember that we earlier established that every source gets parsed into an AST at some point before it gets compiled or interpreted. For example, platforms like Nodejs and chromium-based browsers use Gooogle's V8 engine behind the scenes to run JavaScript and of course, some AST parsing is always involved before the interpreter kicks in. I looked V8's source and I discovered it uses its own internal parser to achieve this.
  • Notes: Advanced Node.js Concepts by Stephen Grider
    5 projects | dev.to | 19 Aug 2023
    In the source code of the Node.js opensource project, lib folder contains JavaScript code, mostly wrappers over C++ and function definitions. On the contrary, src folder contains C++ implementations of the functions, which pulls dependencies from the V8 project, the libuv project, the zlib project, the llhttp project, and many more - which are all placed at the deps folder.
  • What does the code look like for built-in functions?
    2 projects | /r/learnjavascript | 13 Jun 2023
    Here is the implementation of of Array. prototype.map in V8. It's written in a language called Torque which appears to be a special language just for the v8 engine.
  • What's happening with JavaScript Array References under the hood?
    1 project | /r/learnprogramming | 24 Mar 2023
  • FAMILIA PQ NAO TEM VAGA EM C E C++ NESSE MERCADO **********?????
    1 project | /r/brdev | 13 Mar 2023
  • [AskJS] Do you have to be a natural talent to reach deep knowledge?
    1 project | /r/javascript | 13 Jan 2023
  • is there any resource for JavaScript that explain what kind of logic statement behind each function and why it's give this output and only accept this input etc... ?
    2 projects | /r/learnprogramming | 12 Oct 2022
    It sounds like you want to know how JavaScript is implemented in the browser. The thing is, there is no universal implementation for JavaScript. JavaScript defines a specification that must be adhered to, and then each browser vendor can implement it in whatever way they see fit, as long as it does the specified things. For example (and I'm not saying this is the case) it's entirely possible for Chrome to implement Array.sort() using merge sort, while Firefox implements it as quick sort. You can try to find the source code for the implementation in a certain browser, but that will not be universal. I imagine you can find out how it works in Chrome somewhere in https://chromium.googlesource.com/v8/v8.git, though I'm not sure exactly where.

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 2024-04-25.
  • 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!
  • Crafting an Image to PDF Converter App Using Python
    1 project | dev.to | 11 Apr 2024
    Have you ever found yourself in a situation where you needed to convert a bunch of images into a PDF file quickly and efficiently? Imagine the convenience of converting a series of images from your recent trip into a single PDF album with just a few clicks. In this article, we will cover the process of building an Image PDF Converter App using Python. With the help of libraries like tkinter, os, and Python Imaging Library (PIL), we'll walk through the process of creating a powerful tool that can streamline this task for you.
  • Calculator with GUI Using Python Tkinter
    1 project | dev.to | 11 Apr 2024
    If you've ever wanted to learn how to use Python or if you already know a bit and want to try something new, then you're in the right place! In this article, we'll show you step-by-step how to make your very own calculator using Python's Tkinter library, a renowned Python library for creating graphical user interfaces. Tkinter stands out for its simplicity, versatility, and widespread use in the Python community. It doesn't matter if you're a total beginner or an experienced coder looking for a fun project, we'll guide you through everything you need to know.
  • Back to Basics - Pandas #1
    1 project | dev.to | 9 Apr 2024
    Pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.

What are some alternatives?

When comparing V8 and CPython you can also consider the following projects:

Duktape - Duktape - embeddable Javascript engine with a focus on portability and compact footprint

RustPython - A Python Interpreter written in Rust

ChakraCore - ChakraCore is an open source Javascript engine with a C API. [Moved to: https://github.com/chakra-core/ChakraCore]

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

Lua - Lua is a powerful, efficient, lightweight, embeddable scripting language. It supports procedural programming, object-oriented programming, functional programming, data-driven programming, and data description.

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

V7 - Embedded JavaScript engine for C/C++

Visual Studio Code - Visual Studio Code

ChaiScript - Embedded Scripting Language Designed for C++

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Cython - The most widely used Python to C compiler

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