%global __brp_check_rpaths %{nil}
%global __requires_exclude ^libmpi
%global packname  vip
%global packver   0.4.1
%global rlibdir   /usr/local/lib/R/library

Name:             R-CRAN-%{packname}
Version:          0.4.1
Release:          1%{?dist}%{?buildtag}
Summary:          Variable Importance Plots

License:          GPL (>= 2)
URL:              https://cran.r-project.org/package=%{packname}
Source0:          %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz


BuildRequires:    R-devel >= 4.1.0
Requires:         R-core >= 4.1.0
BuildArch:        noarch
BuildRequires:    R-CRAN-ggplot2 >= 0.9.0
BuildRequires:    R-CRAN-foreach 
BuildRequires:    R-stats 
BuildRequires:    R-CRAN-tibble 
BuildRequires:    R-utils 
BuildRequires:    R-CRAN-yardstick 
Requires:         R-CRAN-ggplot2 >= 0.9.0
Requires:         R-CRAN-foreach 
Requires:         R-stats 
Requires:         R-CRAN-tibble 
Requires:         R-utils 
Requires:         R-CRAN-yardstick 

%description
A general framework for constructing variable importance plots from
various types of machine learning models in R. Aside from some standard
model- specific variable importance measures, this package also provides
model- agnostic approaches that can be applied to any supervised learning
algorithm. These include 1) an efficient permutation-based variable
importance measure, 2) variable importance based on Shapley values
(Strumbelj and Kononenko, 2014) <doi:10.1007/s10115-013-0679-x>, and 3)
the variance-based approach described in Greenwell et al. (2018)
<arXiv:1805.04755>. A variance-based method for quantifying the relative
strength of interaction effects is also included (see the previous
reference for details).

%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}