zio-http VS ZparkIO

Compare zio-http vs ZparkIO and see what are their differences.

zio-http

A next-generation Scala framework for building scalable, correct, and efficient HTTP clients and servers (by zio)

ZparkIO

Boiler plate framework to use Spark and ZIO together. (by leobenkel)
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zio-http ZparkIO
8 1
734 173
1.2% -
9.4 4.2
6 days ago 10 days ago
Scala Scala
Apache License 2.0 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.

zio-http

Posts with mentions or reviews of zio-http. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-07.
  • Creating a CLI app with scala and Graal VM: should I switch to Rust?
    1 project | /r/scala | 31 Aug 2023
    For JNI, make sure you have `-H:+JNI` in your native image options. Be aware that Netty is a bit of a monster to include in a native image application (I just recently added it a Netty dependency and it completely broke my project and took a good day to figure out). Mine was through zio-http and I was able to piece together some working options from github issues: https://github.com/zio/zio-http/issues/20.
  • What is scala's modern Web API framework?
    5 projects | /r/scala | 7 Mar 2023
  • Show HN: Open-source non-blocking NIO Java HTTP Server
    8 projects | news.ycombinator.com | 24 Oct 2022
    What's the hardware being used for your test? I get 55k RPS with a basic 200 responder with zio-http[0] (which uses Netty) on my i5-6600K, and over 20k RPS for an e2e POST endpoint that does write batching to postgres (committing the insert before responding with the db generated id). Postgres, client (vegeta[1]), and the app all on the same machine. I think that was with keep-alive, I think like 256 clients for the basic responder and 1024 for the one that writes to the db. There's a recently merged PR for zio-http that does 1M req/s on whatever machine they test on[2] so Netty can absolutely scale to high RPS.

    [0] https://github.com/zio/zio-http

    [1] https://github.com/tsenart/vegeta

    [2] https://github.com/zio/zio-http/pull/1659

  • Akka Fork FUD
    2 projects | /r/scala | 21 Sep 2022
    Yep! https://github.com/zio/zio-http
  • zio-http, any experiences to share
    2 projects | /r/scala | 17 Sep 2022
    I was looking at HTTP frameworks for Scala. I found zio-http, https://zio.github.io/zio-http/. Has anyone tried this framework?
  • How is scala as microservices-based backend for web service?
    3 projects | /r/scala | 25 Aug 2021
  • A library like Express.js?
    7 projects | /r/scala | 26 Jul 2021
    https://github.com/dream11/zio-http very simple and super performant, dead easy to abstract over routes to make a router
  • ZIO vs. Cats Effect for api
    2 projects | /r/scala | 10 Jun 2021
    I'm starting a new project, essentially a standard web app (SPA + rest api). I'd like to stay as functional as possible. I'm debating between http4s + cats effect, http4s + zio, and zio-http (https://github.com/dream11/zio-http). I'm having a hard time figuring out which stack has the strongest (safest?) future especially with scala 3 out. Cats Effect 3 looks amazing, but so does the zio ecosystem. Thanks for any opinions/advice!

ZparkIO

Posts with mentions or reviews of ZparkIO. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2020-12-22.

What are some alternatives?

When comparing zio-http and ZparkIO you can also consider the following projects:

Http4s - A minimal, idiomatic Scala interface for HTTP

zio-spark - A functional wrapper around Spark to make it works with ZIO

FrameworkBenchmarks - Source for the TechEmpower Framework Benchmarks project

zio-prelude - A lightweight, distinctly Scala take on functional abstractions, with tight ZIO integration

Vert.x - Vert.x is a tool-kit for building reactive applications on the JVM

zio-akka-cluster - ZIO wrapper for Akka Cluster

vertx-lang-scala - Vert.x for Scala

snowpark-scala-template - Scala project template for Snowpark development

cask - Cask: a Scala HTTP micro-framework

zio-entity - Zio-Entity, a distributed, high performance, functional event sourcing library

zio-protoquill - Quill for Scala 3

tapir - Declarative, type-safe web endpoints library