tinylog
krangl
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| tinylog | krangl | |
|---|---|---|
| 1 | 1 | |
| 665 | 559 | |
| 2.0% | - | |
| 8.6 | 6.9 | |
| about 10 hours ago | about 1 year ago | |
| Java | Kotlin | |
| Apache License 2.0 | MIT License |
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tinylog
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Napier VS tinylog - a user suggested alternative
2 projects | 22 Jun 2023
Can be used in multiplatform project. Comparatively easy to use.
krangl
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2,900 page Manual about Pandas [pdf]
> And what's the alternative, Excel?
Take this with a grain of salt from someone who needs data manipulation occasionally every now and then (as opposed to being a full time number-cruncher, data-scientist, statistician etc.), using krangl[1] for Kotlin has been a great experience.
I was drawn to this library because I use Kotlin in my dayjob for backend development, but I love how well Kotlin's succinct syntax & features like extension functions lends itself to data transformation & ETL kind of use cases.
Also it doesn't hurt that JVM has a plethora of libraries available for things like DB access, plotting, etc.
I am sure that Pandas has many features I am unaware of, and for a lot of people the high-ish startup time can be a deterrant, but for most of my day to day data munging the combination of jbang, krangl & kravis has been a pretty good fit.
[1] https://github.com/holgerbrandl/krangl
What are some alternatives?
Apache Log4j 2 - Apache Log4j 2 is a versatile, feature-rich, efficient logging API and backend for Java.
Kotlift - Kotlift is the first source-to-source language transpiler from Kotlin to Swift
Logback - The reliable, generic, fast and flexible logging framework for Java.
kassava - This library provides some useful kotlin extension functions for implementing toString(), hashCode() and equals() without all of the boilerplate.
SLF4J - Simple Logging Facade for Java
kotlin-logging - Lightweight Multiplatform logging framework for Kotlin. A convenient and performant logging facade.
Strukt - C-style structs on the JVM!
Logstash - Logstash - transport and process your logs, events, or other data
kotlinx-datetime - KotlinX multiplatform date/time library
kibana - Your window into the Elastic Stack
asmble - Compile WebAssembly to JVM and other WASM tools