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Top 23 Scala Scala Projects
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aws documentation — Deequ allows you to calculate data quality metrics on your dataset, define and verify data quality constraints, and be informed about changes in the data distribution. Instead of implementing checks and verification algorithms on your own, you can focus on describing how your data should look. Deequ supports you by suggesting checks for you. Deequ is implemented on top of Apache Spark and is designed to scale with large datasets (think billions of rows) that typically live in a distributed filesystem or a data warehouse.
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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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Zigi
Delete the most useless function ever: context switching.. Zigi monitors Jira and GitHub updates, pings you when PRs need approval and lets you take fast actions - all directly from Slack! Plus it reduces cycle time by up to 75%.
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Project mention: Estoy en mi pc y me quede sin nada que hacer, pasen ideas, muchachos | reddit.com/r/Colombia | 2022-11-23
Juega o aprende ajedrez
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For a backend web server I use Play - https://www.playframework.com/ which I find to be the easiest one as a backend web server. For learning/using spark I found this course from coursera to be very useful. https://www.coursera.org/learn/scala-spark-big-data
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Dockerized kafka manager (Yahoo CMAK)
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Gitbucket
A Git platform powered by Scala with easy installation, high extensibility & GitHub API compatibility
Link: https://github.com/gitbucket/gitbucket
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Project mention: Pretty incredible thread where Elon confuses how GraphQL works, thinks the Android client itself is making one thousand requests, and then publicly fires an employee who corrects him. | reddit.com/r/programming | 2022-11-14
Bro it's their fucking project lolhttps://twitter.github.io/finagle/
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Scout APM
Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.
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k6 is our preferred javascript based cloud tester for light webservices. gattling if you have (a monolith with) workflows and need more formalized code to prove/audit your testing.
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Project mention: Automatic parallelisation of for-comprehensions in Scala 3 | reddit.com/r/scala | 2022-11-20
There is quite an old issue on this topic on dotty: https://github.com/lampepfl/dotty/issues/2573 (Nothing (or almost nothing) changed)
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If I managed to gain you interest you can take a look at one of the following libraries like cats, scalaz for scala and vavr for java which contain type class definitions and implementations for common types.
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See scala-xml 2.x mega tracker on plugin ecosystem conflicts.
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Project mention: Windows decide whether your computer has limited or full Internet access | news.ycombinator.com | 2022-11-19
TS is more in the "mixed feelings" department, imho.
I would take Scala.js anytime instead. (If I would need to do front-end ever again).
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Project mention: Virtual Threads: New Foundations for High-Scale Java Applications - Brian Goetz | reddit.com/r/java | 2022-09-23
I presume only the JVM version of Scala can use Loom but scala-native (https://scala-native.org/) and scala-js (https://www.scala-js.org/) can't use Loom. Similarly with Kotlin, the JVM Kotlin gets Loom, but the native and Javascript backends do not.
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b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
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Project mention: What’s so great about functional programming anyway? | news.ycombinator.com | 2022-11-16
> It's a weakness of functional programming, not the language.
I would strongly object this.
Have you seen ZIO?
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If that's what you want, you can use Shapeless' records and HList. You can probably replicate this in plain Scala 3 with tuples and literal types as you said. It won't play nice with your others libs though but maybe there are integrations.
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Project mention: If you keep clicking "Give 15 seconds" on Lichess, eventually it overflows to a negative number and you win | reddit.com/r/AnarchyChess | 2022-11-20
But some go further and ask "what if when we add a soldering station on top of it?"
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A minimalistic web framework. https://scalatra.org/ Good for small projects, kind of difficult to scale up. If you plan to learn something to find a job with it later, If rather bet on akka-http. But if you want to set up your own small project, it's a good choice.
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There's also scala-exercises for advanced functional programming lessons.
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deequ
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.
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 2022-11-24.
Scala Scala related posts
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- Advent of Code
- Quereinsteigen in die IT Branche
- Advent of Code 2022
- I removed sbt-assembly and sbt-buildinfo from my project.
- Check if structured streaming dataframe is empty or not
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A note from our sponsor - SonarLint
www.sonarlint.org | 26 Nov 2022
Index
What are some of the best open-source Scala projects in Scala? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Apache Spark | 34,423 |
| 2 | scala | 13,940 |
| 3 | lila | 12,293 |
| 4 | Play | 12,259 |
| 5 | kafka-manager | 11,105 |
| 6 | Gitbucket | 8,788 |
| 7 | Finagle | 8,426 |
| 8 | Gatling | 5,745 |
| 9 | dotty | 5,127 |
| 10 | Scalaz | 4,594 |
| 11 | sbt | 4,592 |
| 12 | Scala.js | 4,378 |
| 13 | Scala Native | 4,235 |
| 14 | SynapseML | 3,837 |
| 15 | ZIO | 3,628 |
| 16 | Shapeless | 3,301 |
| 17 | chisel3 | 2,807 |
| 18 | TheHive | 2,717 |
| 19 | Lagom | 2,623 |
| 20 | Twitter Util | 2,572 |
| 21 | Scalatra | 2,570 |
| 22 | Scala Exercises | 2,544 |
| 23 | deequ | 2,542 |
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