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In the r_deps list the version of Rcpp is pinned to 0.12.15. This prevents installation with "newer" versions of R (such as 3.5.3 :). I'm not too much into R but if I understood correctly one cannot arbitrarily mix Rcpp and R versions.
The following installation procedure worked for me (providing Rcpp via r-essentials):
git clone https://github.com/mlell/tapas tapas
cd tapas
module load Anaconda/3.7
conda create -n tapas -c bioconda -c r python=3.6 r=3.6 r-essentials
source activate tapas
nano scripts/gen/r_deps.txt # remove the line containing Rcpp
scripts/gen/install_dependencies
pip install -r scripts/gen/py_requirements.txt --target scripts/lib/python-ext/
bash scripts/gen/gen-launchers.sh
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