scala-cli
PredictionIO
scala-cli | PredictionIO | |
---|---|---|
34 | - | |
508 | 12,514 | |
2.4% | - | |
9.7 | 0.0 | |
12 days ago | over 3 years ago | |
Scala | Scala | |
Apache License 2.0 | Apache License 2.0 |
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.
scala-cli
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Modern Java/JVM Build Practices
That has not much to do with the JVM. See Scala CLI[1] for instance, the developer experience is pretty similar to Cargo.
The thing is, with any non-trivial project, zero to hello world isn't a very useful metric. Gradle (and Maven, sbt, ...) do a lot more than Cargo, and their usage is primarily optimized for complex multi-modules projects.
[1] https://scala-cli.virtuslab.org
- Engenharia de Dados com Scala: aprenda a fazer webscraping dos filmes mais assistidos da Netflix em cada paĆs
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Scala CLI v1.0.5 is out!
Scala CLI v1.0.5 was released. https://github.com/VirtusLab/scala-cli/releases/tag/v1.0.5 This includes:
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No-GIL mode coming for Python
The new official Scala build tool / compiler front end (scala-cli) is amazing,
https://scala-cli.virtuslab.org/
The thing that really struck me after years of python is how it lets you out dependencies directly in a comment on top of a script and it will download and run with them automatically, without poisoning any system settings. It's so simple!
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I had a great experience with Scala and hopefully it will get more popular
sbt can indeed be a bit harsh for beginners. If your aim is not to build a big project, you might want to use scala-cli instead : no complex build script, only command line goodness to run, test, compile and package your code. Yes it supports dockerization. No need for a dockerfile.
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Hermetic Java: Self Contained Executable Images
Imo the tooling has to become way more user friendly. The Scala community has picked up on this and made Scala-CLI the official running tool for Scala. It's a great tool for single module projects and makes everything from adding dependencies to building fat jars very easy, also the runner comes as a native image. The reason I'm mentioning is because sometimes we forget how hard it can be as a beginner, especially when younger people are used to simpler CLIs from newer languages.
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Scala CLI v1.0.0 is out!
We even have a ticket for something similar right here. Feel free to upvote and/or comment on it.
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Reconnecting with Scala. What's new?
Links: - https://dotty.epfl.ch/ - https://scala-native.org/en/stable/ - https://www.scala-js.org/ - https://typelevel.org/ - https://zio.dev/ - https://github.com/scala-native/scala-native/pull/3120 - https://github.com/lampepfl/dotty/pull/16517 - https://dotty.epfl.ch/docs/reference/experimental/index.html - https://scala-cli.virtuslab.org/ - https://scalameta.org/metals/ - https://docs.scala-lang.org/scala3/guides/migration/compatibility-intro.html - https://www.scala-lang.org/blog/2023/04/18/faster-scalajs-development-with-frontend-tooling.html - https://www.scala-lang.org/blog/2022/08/17/long-term-compatibility-plans.html
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Replacing sbt with scala-cli in a simple project
Code gens are not that far away: https://github.com/VirtusLab/scala-cli/issues/610
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[NEWBIE] Why were `~/project/` and `~/target/` added after running `cs setup`?
Check out Scala CLI as it will very soon be the one true and sanctioned way to get started.
PredictionIO
We haven't tracked posts mentioning PredictionIO yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
cask - Cask: a Scala HTTP micro-framework
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
scala3.g8
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
giter8 - a command line tool to apply templates defined on GitHub
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
mypy - Optional static typing for Python
Figaro - Figaro Programming Language and Core Libraries
pekko - Build highly concurrent, distributed, and resilient message-driven applications using Java/Scala
OpenMOLE - Workflow engine for exploration of simulation models using high throughput computing
scala - Scala 2 compiler and standard library. Bugs at https://github.com/scala/bug; Scala 3 at https://github.com/scala/scala3
BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.