s4

super simple storage service + data local compute + shuffle (by nathants)

S4 Alternatives

Similar projects and alternatives to s4

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better s4 alternative or higher similarity.

s4 reviews and mentions

Posts with mentions or reviews of s4. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-24.
  • Ask HN: Does (or why does) anyone use MapReduce anymore?
    2 projects | news.ycombinator.com | 24 Jan 2024
    the idea of map reduce remains a good one.

    there are a number of interesting innovations in streaming systems that followed, mostly around reducing latency, reducing batch size, and alternate failure/retry strategies.

    even hadoop could be hard to debug when hitting a performance ceiling for challenging workloads. the streaming systems took this even further, spark being notorious for fiddle with knobs and pray the next job doesn’t fail after a few hours, again.

    i played around with the thinnest possible map reduce stack a while back[1][2]. i wanted to understand the performance ceiling for different workloads without all the impenetrable layers of data bureaucracy. turns out modern network and cpu are really fast when you stop adding random software layers like lasagna.

    i think the future of data, for serious workloads, is gonna be bespoke. the primitives are just too good now.

    1. https://github.com/nathants/s4

    2. https://github.com/nathants/bsv

  • How fast are Linux pipes anyway?
    2 projects | news.ycombinator.com | 5 Oct 2023
    pipes are great. is the other process on another cpu or another machine? honestly who cares.

    https://github.com/nathants/s4/blob/master/examples/nyc_taxi...

  • Learning Go as a Python Developer: The Good and the Bad
    9 projects | news.ycombinator.com | 18 Jul 2022
    i dragged my feet on go for a long time. i also thought that skipping go and moving to rust was the play. a few years later, i still write python often, but i don’t build systems with it. python i now use like bash, to glue things together and automate random things. it’s a fantastic language and i will never drop it.

    the verbosity of go is the biggest hurdle for a pythonista. the thought of giving up context managers, decorators, iterators, comprehensions, exceptions, coroutines, it’s unthinkable. in comparison go is ugly. your aesthetic mind screams in protest.

    write go full time. dive in. as months pass, not only will those aesthetic objections fade, your mental model from python cleanly transforms to go. go is what mypy tried to be. the cost was aesthetic changes. the benefit is worth it.

    the zen of python says if it’s easy to explain it might be a good idea. this is go, and it is.

    i rebuilt a reasonably sized project from python[1] to go[2] over the last few years. i also have a system that i maintained both python[3] and go[4] implementations for, sharing a test suite in python.

    go, like python, is fantastic. use both in whatever amount works for you. don’t read about them, build with them. you won’t regret it.

    1. https://github.com/nathants/cli-aws/tree/bb78e529e7d1d3f95ac...

    2. https://github.com/nathants/libaws

    3. https://github.com/nathants/s4/tree/python

    4. https://github.com/nathants/s4

  • Ask HN: Have you created programs for only your personal use?
    104 projects | news.ycombinator.com | 13 Apr 2022
  • Super Simple Storage Service (S4)
    1 project | news.ycombinator.com | 9 Apr 2022
  • A note from our sponsor - SaaSHub
    www.saashub.com | 28 Apr 2024
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Stats

Basic s4 repo stats
5
29
3.2
3 months ago

nathants/s4 is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of s4 is Go.


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