# Introducing Parallel into Shell

Having recently needed to convert the format of an enormous quantity of images I stumbled upon GNU parallel, a powerful and simple utility for replacing shell loops with a parallel alternative.

## Mogrify with GNU Parallel

Here is a simple example where I use GNU parallel to parallelize the conversion of a series of svs (a format commonly used for pathology images from digital whole slide scanners) to tiffs, a much more common format. Simply prepend parallel to your command, and GNU parallel will execute the command with the line as arguments. The triple colon indicates that the list of svs files in the directory are being passed into GNU parallel where they can be chunked out into jobs across the ten specified concurrent processes.

# Using 10 cores instead the default of all possible cores
parallel mogrify -j10 -verbose -format tif ::: *.svs

##### Peter Lawson
###### NSF Fellow and PhD Candidate in Bioinnovation

My current research involves applying topological data analysis to gain insights into topological differences in cancer morphology at the histological level and their importance in diagnosis and prognosis.