kotlin-spark-api
This projects gives Kotlin bindings and several extensions for Apache Spark. We are looking to have this as a part of Apache Spark 3.x (by Kotlin)
treelog
Allows logging in a tree structure so that comprehensive logging does not become incomprehensible (by lancewalton)
| kotlin-spark-api | treelog | |
|---|---|---|
| 3 | 1 | |
| 440 | 221 | |
| 0.7% | - | |
| 4.4 | 7.8 | |
| 24 days ago | 26 days ago | |
| Kotlin | 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.
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.
kotlin-spark-api
Posts with mentions or reviews of kotlin-spark-api.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-23.
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What are your favorite Apache Spark open source libraries?
https://github.com/Kotlin/kotlin-spark-api this definitely needs to be in the language bindings section 😅
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Migration from Scala to Kotlin
Kotlin should mostly have no problems being called in Scala. Give kotlin-spark-api a look to figure out how would that work the other way around.
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From First Principles: Why Scala?
Scala is nice for doing things with Spark compared to say, Java, but I really think that Kotlin can do just as well. The only advantage Scala has with Spark is the syntactic sugar. Once there is an API for Kotlin (beyond the preview version), I will be dropping Scala like a bad habit. Kotlin is also concise, has better IntelliJ support, and better Java interop.
https://github.com/JetBrains/kotlin-spark-api
treelog
Posts with mentions or reviews of treelog.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-02-11.
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From First Principles: Why Scala?
The call stack is "magic" built into the language, so as soon as you're not using the "blessed" way of error handling, you lose it and need to rebuild the same functionality "by hand".
I agree that some kind of logical call stack is a very useful thing to have, and I'd recommend implementing something along the lines of https://github.com/lancewalton/treelog that provides it.
What are some alternatives?
When comparing kotlin-spark-api and treelog you can also consider the following projects:
Slick - Slick (Scala Language Integrated Connection Kit) is a modern database query and access library for Scala
ScalikeJDBC - A tidy SQL-based DB access library for Scala developers. This library naturally wraps JDBC APIs and provides you easy-to-use APIs.
dotty - The Scala 3 compiler, also known as Dotty.
Quill - Compile-time Language Integrated Queries for Scala
µTest - A simple testing framework for Scala
PyCall.jl - Package to call Python functions from the Julia language
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