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0 answers
33 views

How can I handle dead workers in R-future parallel processing

I want to fit multiple models to each participant in my data. I want to parallelize this by applying the fitting function in parallel to the data of multiple participants. For one of the models, the ...
FelixSchweigkofler's user avatar
3 votes
0 answers
100 views

How to call system() within %dopar% iterations in R

How should I call external programs from sub-instances of parallelized R? The problem could occur also on other contexts, but I am using library(foreach) and library(doFuture) on slurm-based HPC. As ...
Imsa's user avatar
  • 79
1 vote
0 answers
207 views

How to display the progress bar for parallel processes using rstudioapi::jobRunScript?

I have a R script called parallel_progress_reprex.R that executes code in parallel and tracks the progress using progressr: library(progressr) ## use progressr for procession updates library(doFuture) ...
Doctor G's user avatar
  • 163
1 vote
1 answer
982 views

Error receiving results from R future running on RStudio server on Slurm

I've been struggling to find relevant answers that might help solve the problem, but after hundreds of googling I felt I was out of luck. I'm wondering if someone could point out where might the ...
Matthew Son's user avatar
  • 1,303
2 votes
0 answers
594 views

`doParallel` vs `future` while using `Seurat` package

Here is the story. From Seurat vignette, FindMarkers() can be accelerated by utilizing future package, future::plan("multiprocess", workers = 4) However, I am running a simulation that I ...
yuw444's user avatar
  • 426
1 vote
1 answer
136 views

How to solve R future error "error in future$uuid : object of type closure is not subsettable"

When trying to register a future with a parallel backend in R, I receive the following error message: Error in future$uuid : object of type 'closure' is not subsettable Previously using future has ...
Oragonof's user avatar
2 votes
0 answers
1k views

R future, doSNOW, parallel and foreach for asynchronous execution

I'm struggling with choosing proper package for parallel asynchronous execution of scripts by external programs with R (R script also provides inputs and aggregates outputs), I know about four popular ...
Qbik's user avatar
  • 6,047