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Top 20 Scala Zio Projects
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The one advantage Rust has over Scala is that it detects data races at compile time, and that's a big time saver if you use low level thread synchronization. However, if you write pure FP code with ZIO or Cats Effect that's basically a non-issue anyway.
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Tapir is a Scala framework. (which runs on the JDK) Since the recent release of version 1.0, it's become my go to for many projects. It doens't provide much in the way of integrations with 3rd party frameworks, but I actually prefer that. It does autogenerate great swagger docs though.
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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Project mention: Show HN: Open-source non-blocking NIO Java HTTP Server | news.ycombinator.com | 2022-10-24
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
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Right.
We delivered many talks on that subject and implemented an ultimate tool for that: https://github.com/7mind/izumi (the links to the talks are in the readme).
The library is for Scala, though all the principles may be reused in virtually any environment.
One of the notable mainstream (but dated) approaches is OSGi.
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zio-prelude
A lightweight, distinctly Scala take on functional abstractions, with tight ZIO integration
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Let's use the already mentioned sttp to send requests, and for JSON parsing we'll be using zio-json.
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Project mention: I want to move to Scala 3, but I'm not sure what libraries to use | reddit.com/r/scala | 2022-08-31
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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Project mention: Anyone using Clickhouse in Scala? What client do you use? | reddit.com/r/scala | 2023-01-19
You certainly can. See Tranzactio.
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Project mention: library/framework to write concurrent and distributed application in scala | reddit.com/r/scala | 2022-09-09
Once can consider ZIO Entity https://github.com/thehonesttech/zio-entity as alternative for Akka Clustering.
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Project mention: I want to move to Scala 3, but I'm not sure what libraries to use | reddit.com/r/scala | 2022-08-31
For MongoDB use Mongo4cats with ZIO https://github.com/Kirill5k/mongo4cats
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Medium: https://medium.com/@oleh.dubynskiy/fields-scala-validation-library-86ac818cd704 Github: https://github.com/jap-company/fields Microsite: https://jap-company.github.io/fields/
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virgil
A purely functional Cassandra client built using ZIO on top of the Datastax Java Driver (by kaizen-solutions)
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If you try to program everything in parallel, you'll discover what needs to be sequential. Consider ZIO (for example https://github.com/univalence/zio-spark).
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free-arrow
Implementation of the Free Arrow in Scala and other helpful tools for working with Arrows
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Project mention: I want to move to Scala 3, but I'm not sure what libraries to use | reddit.com/r/scala | 2022-08-31
For unit testing MUnit https://github.com/poslegm/munit-zio
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A lightweight library to rate limit cats and zio effects using redis (earlier only supported cats effect). https://github.com/ashwinbhaskar/redisclient-rate-limit
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-01-30.
Scala Zio related posts
- Sttp: An Extensible API Client
- Akka Fork FUD
- zio-http, any experiences to share
- zio-json got 333 stars!
- fp-ts ユーザが Scala with Cats を読み終えたので、fp-ts と Cats の違いをまとめてみた
- Pattern Matching in Java 17 and Beyond
- Scala 3 and Class Data Validation Best Practices
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www.saashub.com | 8 Feb 2023
Index
What are some of the best open-source Zio projects in Scala? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ZIO | 3,694 |
| 2 | tapir | 1,161 |
| 3 | zio-http | 600 |
| 4 | DIStage | 557 |
| 5 | zio-prelude | 399 |
| 6 | zio-json | 368 |
| 7 | zio-saga | 229 |
| 8 | ZparkIO | 162 |
| 9 | rezilience | 132 |
| 10 | tranzactio | 128 |
| 11 | zio-entity | 100 |
| 12 | mongo4cats | 55 |
| 13 | fields | 38 |
| 14 | cable | 35 |
| 15 | virgil | 27 |
| 16 | zio-spark | 25 |
| 17 | s2gen | 16 |
| 18 | free-arrow | 15 |
| 19 | munit-zio | 14 |
| 20 | redisclient-rate-limit | 8 |
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