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future
Unified Parallel and Distributed Processing in R for Everyone
View on CRAN: Click
here
Download and install future package within the R console
Install from CRAN:
install.packages("future")
Install from Github:
library("remotes")
install_github("cran/future") Install by package version:
library("remotes")
install_version("future", "1.69.0") Attach the package and use:
library("future")
Maintained by
Henrik Bengtsson
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-06-19
Latest Update: 2025-07-29
Description:
The purpose of this package is to provide a lightweight and
unified Future API for sequential and parallel processing of R
expression via futures. The simplest way to evaluate an expression
in parallel is to use `x %<-% { expression }` with `plan(multisession)`.
This package implements sequential, multicore, multisession, and
cluster futures. With these, R expressions can be evaluated on the
local machine, in parallel a set of local machines, or distributed
on a mix of local and remote machines.
Extensions to this package implement additional backends for
processing futures via compute cluster schedulers, etc.
Because of its unified API, there is no need to modify any code in order
switch from sequential on the local machine to, say, distributed
processing on a remote compute cluster.
Another strength of this package is that global variables and functions
are automatically identified and exported as needed, making it
straightforward to tweak existing code to make use of futures.
How to cite:
Henrik Bengtsson (2015). future: Unified Parallel and Distributed Processing in R for Everyone. R package version 1.69.0, https://cran.r-project.org/web/packages/future. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.6.0 (2015-06-19 10:25), 0.7.0 (2015-07-14 20:40), 0.8.0 (2015-09-07 08:46), 0.8.1 (2015-10-05 23:01), 0.8.2 (2015-10-14 23:41), 0.9.0 (2015-12-12 09:13), 0.10.0 (2015-12-31 00:35), 0.11.0 (2016-01-20 09:12), 0.12.0 (2016-02-24 09:11), 0.13.0 (2016-04-14 08:32), 0.14.0 (2016-05-17 01:08), 0.15.0 (2016-06-14 10:31), 1.0.0 (2016-06-24 09:53), 1.0.1 (2016-07-04 09:31), 1.1.0 (2016-10-10 08:28), 1.1.1 (2016-10-11 00:45), 1.2.0 (2016-11-12 14:02), 1.3.0 (2017-02-19 10:53), 1.4.0 (2017-03-13 08:45), 1.5.0 (2017-05-26 08:31), 1.6.0 (2017-08-13 07:33), 1.6.1 (2017-09-09 16:52), 1.6.2 (2017-10-17 00:57), 1.7.0 (2018-02-11 15:26), 1.8.0 (2018-04-08 13:08), 1.8.1 (2018-05-03 06:13), 1.9.0 (2018-07-23 10:00), 1.10.0 (2018-10-17 10:20), 1.11.0 (2019-01-22 00:20), 1.11.1.1 (2019-01-27 00:30), 1.12.0 (2019-03-08 20:32), 1.13.0 (2019-05-09 00:50), 1.14.0 (2019-07-02 10:30), 1.15.0 (2019-11-08 13:20), 1.15.1 (2019-11-25 10:40), 1.16.0 (2020-01-16 16:20), 1.17.0 (2020-04-18 09:40), 1.18.0 (2020-07-09 07:40), 1.19.1 (2020-09-22 18:30), 1.20.1 (2020-11-03 07:40), 1.21.0 (2020-12-10 10:00), 1.22.1 (2021-08-25 11:30), 1.23.0 (2021-10-31 07:30), 1.24.0 (2022-02-19 19:20), 1.25.0 (2022-04-24 09:00), 1.26.1 (2022-05-27 21:20), 1.27.0 (2022-07-22 13:00), 1.28.0 (2022-09-02 15:40), 1.29.0 (2022-11-06 18:40), 1.30.0 (2022-12-16 01:20), 1.31.0 (2023-02-01 09:50), 1.32.0 (2023-03-07 09:10), 1.33.0 (2023-07-01 20:00), 1.33.1 (2023-12-22 08:20), 1.33.2 (2024-03-26 19:00), 1.34.0 (2024-07-29 18:50), 1.40.0 (2025-04-10 10:40), 1.49.0 (2025-05-09 05:20), 1.58.0 (2025-06-05 07:30), 1.67.0 (2025-07-29 14:50), 1.68.0 (2025-11-17 07:10)
Other packages that cited future R package
View future citation profile
Other R packages that future depends,
imports, suggests or enhances
Complete documentation for future
Functions, R codes and Examples using
the future R package
Some associated functions: ClusterFuture-class . ConstantFuture-class . Future-class . FutureCondition . FutureGlobals . FutureResult . MulticoreFuture-class . MultiprocessFuture-class . UniprocessFuture-class . backtrace . cluster . clusterExportSticky . find_references . future . future.options . futureOf . futureSessionInfo . futures . getExpression . getGlobalsAndPackages . grapes-conditions-grapes . grapes-globals-grapes . grapes-label-grapes . grapes-lazy-grapes . grapes-plan-grapes . grapes-seed-grapes . grapes-stdout-grapes . grapes-tweak-grapes . mandelbrot . multicore . multisession . nbrOfWorkers . nullcon . plan . private_length . re-exports . readImmediateConditions . requestCore . resetWorkers . resolve . resolved . result . run . save_rds . sequential . sessionDetails . signalConditions . sticky_globals . tweak . usedCores . value .
Some associated R codes: 000.bquote.R . 000.import.R . 000.re-exports.R . ClusterFuture-class.R . ClusterRegistry.R . ConstantFuture-class.R . Future-class.R . FutureCondition-class.R . FutureGlobals-class.R . FutureRegistry.R . FutureResult-class.R . MulticoreFuture-class.R . MultiprocessFuture-class.R . MultisessionFuture-class.R . UniprocessFuture-class.R . backtrace.R . capture_journals.R . cluster.R . conditions_OP.R . connections.R . constant.R . expressions.R . future.R . futureAssign.R . futureAssign_OP.R . futureCall.R . futureOf.R . futureSessionInfo.R . futures.R . globals.R . globals_OP.R . journal.R . label_OP.R . lazy_OP.R . makeClusterPSOCK_args.R . mandelbrot.R . multicore.R . multisession.R . nbrOfWorkers.R . options.R . plan_OP.R . resolve.R . resolved.R . rng_utils.R . seed_OP.R . sequential.R . sessionDetails.R . signalConditions.R . signalEarly.R . stdout_OP.R . stealth_sample.R . sticky_globals.R . tweak.R . tweakExpression.R . tweak_OP.R . utils,conditions.R . utils-immediateCondition.R . utils-marshalling.R . utils.R . uuid.R . value.R . whichIndex.R . zzz.R . zzz.plan.R . Full future package functions and examples
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