# Parallel Workers in the Cloud

# Introduction

This vignette illustrates how to launch parallel workers on cloud services such as Amazon AWS (https://aws.amazon.com/) and Google Compute Engine (https://cloud.google.com/products/compute).

# Examples

## Example: Remote worker running on GCE

This example launches a parallel worker on Google Compute Engine (GCE) running a container based VM (with a #cloud-config specification).

    library(parallelly)

    public_ip <- "1.2.3.4"
    user <- "johnny"
    ssh_private_key_file <- "~/.ssh/google_compute_engine"
    cl <- makeClusterPSOCK(
      ## Public IP number of GCE instance
      public_ip,
      ## User name (== SSH key label (sic!))
      user = user,
      ## Use private SSH key registered with GCE
      rshopts = c(
        "-o", "StrictHostKeyChecking=no",
        "-o", "IdentitiesOnly=yes",
        "-i", ssh_private_key_file
      ),
      ## Launch Rscript inside Docker container
      rscript = c(
        "docker", "run", "--net=host", "rocker/r-parallel",
        "Rscript"
      )
    )

## Example: Remote worker running on AWS

This example, which is a bit dated, launches a parallel worker on Amazon AWS EC2 running one of the Amazon Machine Images (AMI) provided by Posit (https://www.louisaslett.com/RStudio_AMI/).

    library(parallelly)

    public_ip <- "1.2.3.4"
    ssh_private_key_file <- "~/.ssh/my-private-aws-key.pem"

    cl <- makeClusterPSOCK(
      ## Public IP number of EC2 instance
      public_ip,
      ## User name (always 'ubuntu')
      user = "ubuntu",
      ## Use private SSH key registered with AWS
      rshopts = c(
        "-o", "StrictHostKeyChecking=no",
        "-o", "IdentitiesOnly=yes",
        "-i", ssh_private_key_file
      ),
      ## Set up .libPaths() for the 'ubuntu' user
      ## and then install the future package
      rscript_startup = quote(local({
        p <- Sys.getenv("R_LIBS_USER")
        dir.create(p, recursive = TRUE, showWarnings = FALSE)
        .libPaths(p)
        install.packages("future")
      }))
    )