I have been trying to find a solution for this for a while but haven't found anything satisfactory yet. I write a lot of bash scripts, but sometimes I want to use R or Python as part of the script. Right now, I end up having to write two scripts; the original bash script to perform the first half of the task, and the R or Python script to perform the second half of the task. I call the R/Python script from within the bash script.
I am not satisfied with this solution because it splits my program over two files, which increases the chances of things getting out of sync, more files to track, etc.. Is there a way to write a block of text that contains the entirety of my R/Python script, and then have bash spit it out into a file and pass arguments to it & execute it? Is there an easier solution? This is more complicated than passing simple one-liners to R/Python because it usually involves creating and manipulating objects over several steps.
There are probably lots of solutions, but this one works:
#!/bin/bash
## do stuff
R --slave <<EOF
## R code
set.seed(101)
rnorm($1)
EOF
If you want the flexibility to pass additional bash arguments to R, I suggest:
#!/bin/bash
## do stuff
R --slave --args $@ <<EOF
## R code
set.seed(101)
args <- as.numeric(commandArgs(trailingOnly=TRUE))
do.call(rnorm,as.list(args))
EOF
obviously you could relax these, eg refer to parameters positionally
Here's an example for python, similar to Ben Bolker 's answer
#!/bin/bash
python << EOF
print 'Hello $1'
EOF
output:
> sh test.sh "world"
Hello world
You can pass variables from bash to python too:
for ((i=1;i<=$1;i++)) do
python << EOF
print 'Hello world $i times'
EOF
done
output:
> sh test.sh 5
Hello world 1 times
Hello world 2 times
Hello world 3 times
Hello world 4 times
Hello world 5 times
Importing pandas, numpy, matplotlib, and others for normal jobs works fine.
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