startJuliaServer: Start a Julia server that may serve multiple clients (R...

In JuliaConnectoR: A Functionally Oriented Interface for Integrating 'Julia' with R

Start a Julia server that may serve multiple clients (R processes)

Description

Starting a Julia server allows that different R processes may connect to the the same Julia server and share a single session. This can be useful for saving start-up/precompilation time when starting additional processes or when sharing global variables between processes. For the standard way of starting Julia, this function is not needed. It is also not needed if child processes should use separate Julia sessions.

Usage

startJuliaServer(port = 11980)

Arguments

port	a hint for the port that is used by the server. If it is not available, a different port is used. The final port is returned (invisibly).

Details

The functions communicates the server address via setting the JULIACONNECTOR_SERVER environment variable. A possible value for the variable is "localhost:11980". The JULIACONNECTOR_SERVER variable is communicated automatically via the system environment to child processes that are started after this function has been called. The child processes will then connect to the same Julia server if the variable is set. The variable can also be set explicitly in child processes before connecting to Julia to connect to a running server. Unsetting the variable will result in a normal Julia start-up in the first call to Julia, using a single-client Julia session.

For security reasons, the Julia server accepts only connections from localhost.

For using Julia with multiple clients, it can be good to advise Julia to use multiple threads via setting the JULIA_NUM_THREADS environment variable before starting Julia.

Value

the port number (invisibly)

Note

The standard (error) output from Julia (printing and warnings) can currently only be forwarded to one client. This is currently the last client that has connected but this may be subject to change.

See Also

JULIACONNECTOR_SERVER

Examples

if (juliaSetupOk()) {

   Sys.setenv("JULIA_NUM_THREADS" = parallel::detectCores())
   startJuliaServer()

   library(future)
   plan(multisession) # use background R processes on the same machine

   juliaEval("global x = 1")

   # Child processes now use the same Julia session:
   f1 <- future({juliaEval("x")})
   value(f1)

   plan(sequential) # close background workers

}

JuliaConnectoR documentation built on May 29, 2024, 8:39 a.m.