[image] Programmiersprachen-Benchmark: Julia liest Daten viel schneller als Python und R Beim jüngsten Release von Julia stand Performance im Fokus, und in einem Benchmark hat der CSV-Parser der Sprache besonders gut abgeschnitten. This is huge! For non germ…

CSV does not specialize on the number of columns (anymore), so that’s not the case as far as I’m aware.

[image] StefanKarpinski: Do you think either language will ever catch up with Julia’s DiffEq ecosystem in breadth or performance? Other than a few missing features, there are projects in both languages that are already there: python , R .

Found this old thread on stackoverflow: reading csv in Julia is slow compared to Python - Stack Overflow May be it make sense to add link to to the juliacomputing post there, cause 6 years later situation is totally different.

This seems like a point in Stefan’s favor if those packages are just wrappers for a Julia package. Julia is doing great if other languages are wrapping it rather than the other way around.

I suspect that post was humorous :blush:

Probably, I had a good laugh when I saw @ChrisRackauckas in both repos!

[image] StefanKarpinski: The clear trajectory I’m seeing is that in an ever-increasing number of areas, Julia is too good to be ignored. Why? Because the language offers so much leverage to library developers that the result is hands down better than what will ever be available in Python or R. …

[image] Gunter_Faes: I suppose a vision is? You know it when you see it :grin:

[image] jonniedie: Other than a few missing features, there are projects in both languages that are already there: python , R . [image] Balinus: Probably, I had a good laugh when I saw @ChrisRackauckas in both repos! My recollection of history there was Chris was trying to publish a pa…

data.table::fread is a fast csv reader in R, but not the fastest. vroom is even faster in reading csv, and I guess it should also be much faster than CSV.jl. https://github.com/r-lib/vroom

CSV Reader Benchmarks: Julia Reads CSVs 10-20x Faster than Python and R

General Usage

Topic		Replies	Views
CSV read in is too slow than other language General Usage performance	13	1588	June 21, 2023
CSV read performance vs Pandas General Usage	29	8461	May 6, 2019
CSV Reading (rewrite in C?) Internals & Design	50	5438	October 1, 2018
Reading Data Is Still Too Slow Data	35	9141	August 2, 2019
My experiences reading CSVs from the Fannie Mae datasets Data performance , csv	62	6563	August 26, 2019

CSV Reader Benchmarks: Julia Reads CSVs 10-20x Faster than Python and R

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