%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname clusterWebApp %global packver 0.1.3 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.1.3 Release: 1%{?dist}%{?buildtag} Summary: Universal Clustering Analysis Platform License: MIT + file LICENSE URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel Requires: R-core BuildArch: noarch BuildRequires: R-CRAN-shiny BuildRequires: R-CRAN-shinythemes BuildRequires: R-CRAN-shinycssloaders BuildRequires: R-CRAN-cluster BuildRequires: R-CRAN-factoextra BuildRequires: R-datasets BuildRequires: R-CRAN-ggplot2 BuildRequires: R-CRAN-dbscan BuildRequires: R-CRAN-mclust BuildRequires: R-CRAN-kernlab BuildRequires: R-CRAN-Rtsne BuildRequires: R-CRAN-DT BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-tidyr BuildRequires: R-CRAN-mlbench BuildRequires: R-CRAN-magrittr Requires: R-CRAN-shiny Requires: R-CRAN-shinythemes Requires: R-CRAN-shinycssloaders Requires: R-CRAN-cluster Requires: R-CRAN-factoextra Requires: R-datasets Requires: R-CRAN-ggplot2 Requires: R-CRAN-dbscan Requires: R-CRAN-mclust Requires: R-CRAN-kernlab Requires: R-CRAN-Rtsne Requires: R-CRAN-DT Requires: R-CRAN-dplyr Requires: R-CRAN-tidyr Requires: R-CRAN-mlbench Requires: R-CRAN-magrittr %description An interactive platform for clustering analysis and teaching based on the 'shiny' web application framework. Supports multiple popular clustering algorithms including k-means, hierarchical clustering, DBSCAN (Density-Based Spatial Clustering of Applications with Noise), PAM (Partitioning Around Medoids), GMM (Gaussian Mixture Model), and spectral clustering. Users can upload datasets or use built-in ones, visualize clustering results using dimensionality reduction methods such as Principal Component Analysis (PCA) and t-distributed Stochastic Neighbor Embedding (t-SNE), evaluate clustering quality via silhouette plots, and explore method-specific visualizations and guides. For details on implemented methods, see: Reynolds (2009, ISBN:9781598296975) for GMM; Luxburg (2007) for spectral clustering. %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}