%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname cheem %global packver 0.4.0.0 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.4.0.0 Release: 1%{?dist}%{?buildtag} Summary: Interactively Explore Local Explanations with the Radial Tour License: MIT + file LICENSE URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.5.0 Requires: R-core >= 3.5.0 BuildArch: noarch BuildRequires: R-CRAN-spinifex >= 0.3.3 BuildRequires: R-CRAN-ggplot2 BuildRequires: R-CRAN-plotly BuildRequires: R-CRAN-magrittr BuildRequires: R-CRAN-shiny BuildRequires: R-CRAN-shinythemes BuildRequires: R-CRAN-shinycssloaders BuildRequires: R-CRAN-DT BuildRequires: R-CRAN-conflicted Requires: R-CRAN-spinifex >= 0.3.3 Requires: R-CRAN-ggplot2 Requires: R-CRAN-plotly Requires: R-CRAN-magrittr Requires: R-CRAN-shiny Requires: R-CRAN-shinythemes Requires: R-CRAN-shinycssloaders Requires: R-CRAN-DT Requires: R-CRAN-conflicted %description Given a non-linear model, calculate the local explanation. We purpose view the data space, explanation space, and model residuals as ensemble graphic interactive on a shiny application. After an observation of interest is identified, the normalized variable importance of the local explanation is used as a 1D projection basis. The support of the local explanation is then explored by changing the basis with the use of the radial tour ; . %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}