%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname SlimR %global packver 1.0.8 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 1.0.8 Release: 1%{?dist}%{?buildtag} Summary: Machine Learning-Assisted, Marker-Based Tool for Single-Cell and Spatial Transcriptomics Annotation 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 Requires: R-core >= 3.5 BuildArch: noarch BuildRequires: R-CRAN-cowplot BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-ggplot2 BuildRequires: R-CRAN-patchwork BuildRequires: R-CRAN-pheatmap BuildRequires: R-CRAN-readxl BuildRequires: R-CRAN-scales BuildRequires: R-CRAN-Seurat BuildRequires: R-CRAN-tidyr BuildRequires: R-tools BuildRequires: R-CRAN-tibble Requires: R-CRAN-cowplot Requires: R-CRAN-dplyr Requires: R-CRAN-ggplot2 Requires: R-CRAN-patchwork Requires: R-CRAN-pheatmap Requires: R-CRAN-readxl Requires: R-CRAN-scales Requires: R-CRAN-Seurat Requires: R-CRAN-tidyr Requires: R-tools Requires: R-CRAN-tibble %description Annotates single-cell and spatial-transcriptomic (ST) data using marker datasets. Supports unified markers list ('Markers_list') creation from built-in databases (e.g., 'Cellmarker2', 'PanglaoDB', 'scIBD', 'TCellSI'), Seurat objects, or user-supplied Excel files. SlimR can predict calculate parameters by machine learning algorithms (e.g., 'Random Forest', 'Gradient Boosting', 'Support Vector Machine', 'Ensemble Learning'), and based on Markers_list, calculate gene expression of different cell types and predict annotation information and calculate corresponding AUC and annotate it, then verify it. At the same time, it can calculate gene expression corresponding to the cell type to generate a reference map for manual annotation (e.g., 'Heat Map', 'Feature Plots', 'Combined Plots'). For more details see Kabacoff (2020, ISBN:9787115420572). %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}