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DockerParallel  

Using the Docker Container to Create R Workers on Local or Cloud Platform
View on CRAN: Click here


Download and install DockerParallel package within the R console
Install from CRAN:
install.packages("DockerParallel")

Install from Github:
library("remotes")
install_github("cran/DockerParallel")

Install by package version:
library("remotes")
install_version("DockerParallel", "1.0.4")



Attach the package and use:
library("DockerParallel")
Maintained by
Jiefei Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-04
Latest Update: 2021-06-23
Description:
This is the core package that provides both the user API and developer API to deploy the parallel cluster on the cloud using the container service. The user can call clusterPreset() to define the cloud service provider and container and makeDockerCluster() to create the cluster. The developer should see "developer's cookbook" on how to define the cloud provider and container.
How to cite:
Jiefei Wang (2021). DockerParallel: Using the Docker Container to Create R Workers on Local or Cloud Platform. R package version 1.0.4, https://cran.r-project.org/web/packages/DockerParallel. Accessed 06 Aug. 2026.
Previous versions and publish date:
1.0.0 (2021-05-04 08:30), 1.0.3 (2021-06-07 12:20), (2026-07-09 08:02)
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Complete documentation for DockerParallel
Functions, R codes and Examples using the DockerParallel R package
Some associated functions: CloudConfig-class . CloudPrivateServer . CloudProvider-class . CloudRuntime-class . ClusterMethodGetter-class . DockerCluster-class . DockerCluster-common-parameters . DockerContainer-class . DockerHardware-class . DockerHardware . DockerServerManagement . DockerStaticData . DummyContainer . DummyProvider . accessors . cash-ClusterMethodGetter-method . cash-DockerCluster-method . cash-set-DockerCluster-method . cleanupDockerCluster-DummyProvider-method . cleanupDockerCluster . clusterPreset . configServerContainerEnv . configWorkerContainerEnv . containerParallelBackend . dockerClusterExists-DummyProvider-method . dockerClusterExists . exported-apis . generalDockerClusterTest . generics-commonParams . getDockerServerIp-DummyProvider-method . getDockerServerIp . getDockerWorkerNumbers-DummyProvider-method . getDockerWorkerNumbers . getSSHPubKeyPath . getSSHPubKeyValue . getServerContainer . getServerStatus-DummyProvider-method . getServerStatus . initializeCloudProvider-DummyProvider-method . initializeCloudProvider . makeDockerCluster . names-ClusterMethodGetter-method . names-DockerCluster-method . reconnectDockerCluster-DummyProvider-method . reconnectDockerCluster . resetDummyProvider . runDockerServer-DummyProvider-method . setDockerWorkerNumber-DummyProvider-method . setDockerWorkerNumber . setSSHPubKeyPath . show-CloudConfig-method . show-CloudRuntime-method . show-ClusterMethodGetter-method . show-DockerCluster-method . show-DockerContainer-method . show-DockerHardware-method . stopDockerServer-DummyProvider-method . 
Some associated R codes: AAA.R . accessors.R . all-generics-CloudProvider.R . all-generics-ContainerProvider.R . all-generics-base.R . all-utils.R . class-CloudConfig.R . class-CloudRuntime.R . class-DockerCluster.R . class-DockerHardware.R . dummyContainer.R . dummyProvider.R . method-ClusterMethodGetter.R . method-DockerCluster-utils.R . method-DockerCluster.R . method-DockerContainer.R . method-default.R . method-export.R . ssh-key.R . testthat.R . zzz.R .  Full DockerParallel package functions and examples
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