%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname mlexperiments %global packver 0.0.4 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.0.4 Release: 1%{?dist}%{?buildtag} Summary: Machine Learning Experiments License: GPL (>= 3) URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.6 Requires: R-core >= 3.6 BuildArch: noarch BuildRequires: R-CRAN-data.table BuildRequires: R-CRAN-kdry BuildRequires: R-parallel BuildRequires: R-CRAN-progress BuildRequires: R-CRAN-R6 BuildRequires: R-CRAN-splitTools BuildRequires: R-stats Requires: R-CRAN-data.table Requires: R-CRAN-kdry Requires: R-parallel Requires: R-CRAN-progress Requires: R-CRAN-R6 Requires: R-CRAN-splitTools Requires: R-stats %description Provides 'R6' objects to perform parallelized hyperparameter optimization and cross-validation. Hyperparameter optimization can be performed with Bayesian optimization (via 'ParBayesianOptimization' ) and grid search. The optimized hyperparameters can be validated using k-fold cross-validation. Alternatively, hyperparameter optimization and validation can be performed with nested cross-validation. While 'mlexperiments' focuses on core wrappers for machine learning experiments, additional learner algorithms can be supplemented by inheriting from the provided learner base class. %prep %setup -q -c -n %{packname} # fix end of executable files find -type f -executable -exec grep -Iq . {} \; -exec sed -i -e '$a\' {} \; # prevent binary stripping [ -d %{packname}/src ] && find %{packname}/src -type f -exec \ sed -i 's@/usr/bin/strip@/usr/bin/true@g' {} \; || true [ -d %{packname}/src ] && find %{packname}/src/Make* -type f -exec \ sed -i 's@-g0@@g' {} \; || true # don't allow local prefix in executable scripts find -type f -executable -exec sed -Ei 's@#!( )*/usr/local/bin@#!/usr/bin@g' {} \; %build %install mkdir -p %{buildroot}%{rlibdir} %{_bindir}/R CMD INSTALL -l %{buildroot}%{rlibdir} %{packname} test -d %{packname}/src && (cd %{packname}/src; rm -f *.o *.so) rm -f %{buildroot}%{rlibdir}/R.css # remove buildroot from installed files find %{buildroot}%{rlibdir} -type f -exec sed -i "s@%{buildroot}@@g" {} \; %files %{rlibdir}/%{packname}