pytudes VS unikraft

Compare pytudes vs unikraft and see what are their differences.

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills. (by norvig)

unikraft

A next-generation cloud native kernel designed to unlock best-in-class performance, security primitives and efficiency savings. (by unikraft)
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pytudes unikraft
100 26
22,370 2,287
- 18.5%
7.7 9.8
3 days ago about 16 hours ago
Jupyter Notebook C
MIT License 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.

pytudes

Posts with mentions or reviews of pytudes. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-19.
  • Ask HN: High quality Python scripts or small libraries to learn from
    12 projects | news.ycombinator.com | 19 Apr 2024
    Peter Norvig's work is great to learn from https://github.com/norvig/pytudes
  • Norvig's 2023 Advent of Code
    1 project | news.ycombinator.com | 28 Mar 2024
  • Ask HN: How to build mastery in Python?
    1 project | news.ycombinator.com | 8 Mar 2024
  • SQL for Data Scientists in 100 Queries
    5 projects | news.ycombinator.com | 6 Feb 2024
  • Bicycling Statistics
    1 project | news.ycombinator.com | 28 Nov 2023
  • Ask HN: How to deal with the short vs. long function argument
    1 project | news.ycombinator.com | 8 Nov 2023
    I've been a programmer for 25 years. A realization that has crept up on me in the last 5 is that not everyone thinks that functions should be short: there are two cultures, with substantial numbers of excellent programmers belonging to both. My question is: how do we maintain harmonious, happy, and productive teams when people can disagree strongly about this issue?

    The short-functions camp holds that functions should be short, tend toward the declarative, and use abstraction/implementation-hiding to increase readability (i.e. separable subsections of the function body should often be broken out into well-named helper functions). As an example, look at Peter Norvig's beautiful https://github.com/norvig/pytudes. For a long time I thought that this was how all "good programmers" thought code should be written. Personally, I spent over a decade writing in a dynamic and untyped language, and the only way that I and my colleagues could make that stuff reliable was to write code adhering to the tenets of the short-function camp.

    The long-functions camp is, admittedly, alien to me, but I'll try to play devil's advocate and describe it as I think its advocates would. It holds that lots of helper functions are artificial, and actually make it _harder_ to read and understand the code. They say that they like "having lots of context", i.e. seeing all the implementation in one long procedural flow, even though the local variables fall into non-interacting subsets that don't need to be in the same scope. They hold that helper functions destroy the linear flow of the logic, and that they should typically not be created unless there are multiple call sites.

    The short-function camp also claims an advantage regarding testability.

    Obviously languages play a major role in this debate: e.g. as mentioned above, untyped dynamic languages encourage short functions, and languages where static compilation makes strong guarantees regarding semantics at least make the long-function position more defensible. Expression-oriented and FP-influenced languages encourage short functions. But it's not obvious, e.g. Rust could go both ways based on the criteria just mentioned.

    Anyway, more qualified people could and have written at much greater length about the topic. The questions I propose for discussion include

    - Is it "just a matter of taste", or is this actually a more serious matter where there is often an objective reason for discouraging the practices of one or other camp?

    - How can members of the different camps get along harmoniously in the same team and the same codebase?

  • Pytudes
    1 project | /r/hypeurls | 25 Aug 2023
    3 projects | news.ycombinator.com | 23 Aug 2023
    I have the same impression. Reading the code, he uses global variables [1], obscure variable (k, bw, fw, x) and module names ("pal.py" instead of "palindromes.py"), doesn’t respect conventions about naming in general (uppercase arguments [2], which even the GitHub syntax highlighter is confused about). This feels like code you write for yourself to play with Python and don’t plan to read later.

    Some parts of the code feel like what I would expect from a junior dev who started learning the language a couple weeks ago.

    [1]: https://github.com/norvig/pytudes/blob/952675ffc70f3632e70a7...

    [2]: https://github.com/norvig/pytudes/blob/952675ffc70f3632e70a7...

  • Ask HN: Where do I find good code to read?
    22 projects | news.ycombinator.com | 24 Aug 2023
  • Using Prolog in Windows NT Network Configuration (1996)
    5 projects | news.ycombinator.com | 21 Jul 2023
    Prolog is excellent for bikeshedding, in fact that might be its strongest axis. It starts with everything you get in a normal language such as naming things, indentation, functional purity vs side effects, where to break code into different files and builds on that with having your names try to make sense in declarative, relational, logical and imperative contexts, having your predicates (functions) usable in all modes - and then performant in all modes - having your code be deterministic, and then deterministic in all modes. Being 50 years old there are five decades of learning "idiomatic Prolog" ideas to choose from, and five decades of footguns pointing at your two feet; it has tabling, label(l)ing, SLD and SLG resolution to choose from. Built in constraint solvers are excellent at tempting you into thinking your problem will be well solved by the constraint solvers (it won't be, you idiot, why did you think that was a constraint problem?), two different kinds of arithmetic - one which works but is bad and one which mostly works on integers but clashes with the Prolog solver - and enough metaprogramming that you can build castles in the sky which are very hard to debug instead of real castles. But wait, there's more! Declarative context grammars let you add the fun of left-recursive parsing problems to all your tasks, while attributed variables allow the Prolog engine to break your code behind the scenes in new and interesting ways, plenty of special syntax not to be sneezed at (-->; [_|[]] {}\[]>>() \X^+() =.. #<==> atchoo (bless you)), a delightful deep-rooted schism between text as linked lists of character codes or text as linked lists of character atoms, and always the ISO-Standard-Sword of Damocles hanging over your head as you look at the vast array of slightly-incompatible implementations with no widely accepted CPython-like-dominant-default.

    Somewhere hiding in there is a language with enough flexibility and metaprogramming to let your meat brain stretch as far as you want, enough cyborg attachments to augment you beyond plain human, enough spells and rituals to conjour tentacled seamonsters with excellent logic ability from the cold Atlantic deeps to intimidate your problem into submission.

    Which you, dear programmer, can learn to wield up to the advanced level of a toddler in a machine shop in a mere couple of handfuls of long years! Expertise may take a few lifetimes longer - in the meantime have you noticed your code isn't pure, doesn't work in all modes, isn't performant in several modes, isn't using the preferred idiom style, is non-deterministic, can't be used to generate as well as test, falls into a left-recursive endless search after the first result, isn't compatible with other Prolog Systems, and your predicates are poorly named and you use the builtin database which is temptingly convenient but absolutely verboten? Plenty for you to be getting on with, back to the drawing boar...bikeshed with you.

    And, cut! No, don't cut; OK, green cuts but not red cuts and I hope you aren't colourblind. Next up, coroutines, freeze, PEngines, and the second 90%.

    Visit https://www.metalevel.at/prolog and marvel as a master deftly disecting problems, in the same way you marvel at Peter Norvig's Pytudes https://github.com/norvig/pytudes , and sob as the wonders turn to clay in your ordinary hands. Luckily it has a squeaky little brute force searcher, dutifully headbutting every wall as it explores all the corners of your problem on its eventual way to an answer, which you can always rely on. And with that it's almost like any other high level mostly-interpreted dynamic programming / scripting language.

unikraft

Posts with mentions or reviews of unikraft. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-01.
  • KraftCloud
    2 projects | news.ycombinator.com | 1 Apr 2024
  • Mirage – A programming framework for building type-safe, modular systems
    10 projects | news.ycombinator.com | 23 Nov 2023
  • Building a unikernel that runs WebAssembly – part 1
    5 projects | news.ycombinator.com | 23 Oct 2023
    You should also probably check out Unikraft (https://unikraft.org) , supports many languages/apps, x86/ARM64 and QEMU/Firecracker. Is also able to run an ELF built under Linux as a unikernel (see https://unikraft.org/guides/bincompat). Discord is at https://unikraft.org/discord .
  • Unikraft is a fast, secure and open-source Unikernel Development Kit
    1 project | news.ycombinator.com | 15 Oct 2023
    1 project | news.ycombinator.com | 7 Sep 2023
  • What Is a Unikernel?
    2 projects | news.ycombinator.com | 4 Aug 2023
    >"For performance-oriented UDP-based apps, much of the OS networking stack is useless:

    the app could simply use the driver API, much like DPDK-style applications already do.

    There is currently no way to easily remove just the network stack but not the entire network sub-system from standard OSes."

    This page is a great read for any current or future OS developer...

    Related:

    "Unikraft is a fast, secure and open-source Unikernel Development Kit":

    https://unikraft.org/

    "Unikraft is an automated system for building specialized OSes known as unikernels."

    https://github.com/unikraft/unikraft

  • Build Your Own Docker with Linux Namespaces, Cgroups, and Chroot
    6 projects | news.ycombinator.com | 26 Jun 2023
    unikernel is not the same microkernel.

    I've found these after some quick googling:

    https://unikraft.org/

  • I don't believe in the success of wasm
    1 project | /r/kubernetes | 18 Dec 2022
    Check out https://github.com/unikraft/unikraft
  • A future without containers? ( thoughts )
    6 projects | /r/freebsd | 10 Nov 2022
    Wow, just now seeing this topic. I work for a cloud company hosted in AWS. We started out, Netflix/Spotify style microservices. We were all on ec2 images generate by packer (and later with AWS Image Factory). When Docker hit, we kicked the tires but never did anything with it beyond using it for running unit tests, and later, infrastructure tests. 5 years ago, during a hackathon, our little group began experimenting with Unikernels, or library operating systems. Interestingly enough, these Unikernels were all stripped down BSD kernels. OSv is FreeBSD based, and Rumprun is NetBSD based. Services running in EC2 on Unikernels would spin up and start sending and receiving traffic before the AWS EC2 healthchecks completed. They are blazing fast! Only problem in 2017, was the tooling. It would have taken too much effort to use Unikernals with our infrastructure. As soon as they start making Unikernels that can run Java bytecode like native code, the fate of containerization will be sealed, IMO. We could get basic JVM webservers running on OSv, but not Cassandra, not Kafka, not yet. OSv now runs on Firecracker, but I have not tried it out, yet. Some links if you are interested: OSv: https://osv.io Rumprun: https://github.com/rumpkernel/rumprun We used this tooling during the Hackathon, but doesn't look like it has been touched in 3 years: https://github.com/solo-io/unik Unikraft Unikernel Dev kit: https://unikraft.org/ And don't forget Firecracker running in Kubernetes https://www.weave.works/oss/firekube/ And of course, being a FreeBSD subreddit, let's not forget FreeBSD on Firecracker https://www.daemonology.net/blog/2022-10-18-FreeBSD-Firecracker.html
  • Linux as single app ?
    5 projects | /r/linuxquestions | 21 Aug 2022
    and Unikraft

What are some alternatives?

When comparing pytudes and unikraft you can also consider the following projects:

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

nanos - A kernel designed to run one and only one application in a virtualized environment

asgi-correlation-id - Request ID propagation for ASGI apps

mirage - MirageOS is a library operating system that constructs unikernels

clerk - ⚡️ Moldable Live Programming for Clojure

unik - The Unikernel & MicroVM Compilation and Deployment Platform

nbmake - 📝 Pytest plugin for testing notebooks

linuxkit - A toolkit for building secure, portable and lean operating systems for containers

PySimpleGUI - Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.

distroless - 🥑 Language focused docker images, minus the operating system.

project-based-learning - Curated list of project-based tutorials

riscv-rust - RISC-V processor emulator written in Rust+WASM