rzmq

R Bindings for ‘ZeroMQ’

Interface to the ‘ZeroMQ’ lightweight messaging kernel (see http://www.zeromq.org/ for more information).

Features

rzmq is a message queue for serialized R objects. * rzmq implements most the standard socket pairs that ZMQ offers. * ZMQ devices are not implemented yet, nor is zmq_poll. * Look for more features shortly.

Installation

Binary packages for OS-X or Windows can be installed directly from CRAN:

install.packages("rzmq")

Build from source

Installation from source requires ZeroMQ. On Debian or Ubuntu use libzmq3-dev:

sudo apt-get install -y libzmq3-dev

On Fedora we need zeromq-devel:

sudo yum install zeromq-devel

On CentOS / RHEL we install zeromq3-devel via EPEL:

sudo yum install epel-release
sudo yum install zeromq3-devel

On OS-X use zeromq from Homebrew:

brew install zeromq

Usage

A minimal example of remote execution.

execute this R script on the remote server:

#!/usr/bin/env Rscript
library(rzmq)
context = init.context()
socket = init.socket(context,"ZMQ_REP")
bind.socket(socket,"tcp://*:5555")
while(1) {
    msg = receive.socket(socket);
    fun <- msg$fun
    args <- msg$args
    print(args)
    ans <- do.call(fun,args)
    send.socket(socket,ans);
}

and execute this bit locally:

library(rzmq)

remote.exec <- function(socket,fun,...) {
    send.socket(socket,data=list(fun=fun,args=list(...)))
    receive.socket(socket)
}

substitute(expr)
context = init.context()
socket = init.socket(context,"ZMQ_REQ")
connect.socket(socket,"tcp://localhost:5555")

ans <- remote.exec(socket,sqrt,10000)