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doFuture: An Overview on using Foreach to Parallelize via the Future Framework

The doFuture package provides mechanisms for using the foreach package together with the future package such that foreach() and times() parallelize via any future backend.

Introduction

The future package provides a generic API for using futures in R. A future is a simple yet powerful mechanism to evaluate an R expression and retrieve its value at some point in time. Futures can be resolved in many different ways depending on which strategy is used. There are various types of synchronous and asynchronous futures to choose from in the future package. Additional future backends are implemented in other packages. For instance, the future.batchtools package provides futures for any type of backend that the batchtools package supports. For an introduction to futures in R, please consult the vignettes of the future package.

The foreach package implements a map-reduce API with functions foreach() and times() that provides us with powerful methods for iterating over one or more sets of elements with the option to do it in parallel.

Two alternatives

The doFuture package provides two alternatives for using futures with foreach:

  1. y <- foreach(...) %dofuture% { ... }

  2. registerDoFuture() + y <- foreach(...) %dopar% { ... }.

Alternative 1: %dofuture%

The first alternative (recommended), which uses %dofuture%, avoids having to use registerDoFuture(). %do%

 class="language-r">library(doF)
plan(multisession)

y <-(x = 1:4, y10)  {
  zx + y
  slow_sqrt(z)
}

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