osPlanning / omx-r

R API for OMX

R API for OMX

Required libraries

It requires the rhdf5 v2.5.1+ package from bioconductor.

For R >= 3.5:

if (!requireNamespace("BiocManager", quietly = TRUE))
  install.packages("BiocManager")
BiocManager::install(version = "3.13")
BiocManager::install(c("rhdf5"))

For older versions of R:

source("https://bioconductor.org/biocLite.R")
library(BiocInstaller)
biocLite("rhdf5")

Transposing matrices

The library transposes matrices when writing them to file to be in row major order like C/Python.

Example Code

#Load the rhdf5 library

library( rhdf5 )

#Create an OMX file to store 1000  x  1000 matrix

createFileOMX( "test.omx", 2000, 2000 )

#Make a matrix

OD1 <- matrix( round( runif( 2e6, 0, 100 ) ), nrow=2000, ncol=2000 )
PA1 <- matrix( round( runif( 2e6, 0, 100 ) ), nrow=2000, ncol=2000 )

#Write the matrices

writeMatrixOMX( "test.omx", OD1, "OD1", Description="Scenario 1 Origin-Destination Matrix" )
writeMatrixOMX( "test.omx", PA1, "PA1", Description="Scenario 1 Production-Attraction Matrix" )
rm( OD1, PA1 )

#Make some lookups

EI <- c( rep( "E", 50 ), rep( "I", 1950 ) )
Districts <- c( round( runif( 50, 1, 5 ) ), round( runif( 1950, 3, 40 ) ) )

#Write the lookups

writeLookupOMX( "test.omx", EI, "EI", LookupDim=NULL, Replace=FALSE, Description="External and internal zones" )
writeLookupOMX( "test.omx", Districts, "Districts", LookupDim=NULL, Replace=FALSE, Description="Districts" )
rm( EI, Districts )

#List the contents of the file including attributes

listOMX( "test.omx" )

#Extract the EE portion of matrix OD1

EILookup <- readLookupOMX( "test.omx", "EI" )
EE.OD <- readMatrixOMX( "test.omx", "OD1", RowIndex=which( EILookup$Lookup == "E" ), ColIndex=which( EILookup$Lookup == "E" ) )`

omxr package

Also check out the omxr package.