%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname heimdall %global packver 1.0.737 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 1.0.737 Release: 1%{?dist}%{?buildtag} Summary: Drift Adaptable Models 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-stats BuildRequires: R-CRAN-caret BuildRequires: R-CRAN-daltoolbox BuildRequires: R-CRAN-ggplot2 BuildRequires: R-CRAN-reticulate BuildRequires: R-CRAN-pROC BuildRequires: R-CRAN-car Requires: R-stats Requires: R-CRAN-caret Requires: R-CRAN-daltoolbox Requires: R-CRAN-ggplot2 Requires: R-CRAN-reticulate Requires: R-CRAN-pROC Requires: R-CRAN-car %description In streaming data analysis, it is crucial to detect significant shifts in the data distribution or the accuracy of predictive models over time, a phenomenon known as **concept drift**. The **heimdall** package aims to identify when concept drift occurs and provide methodologies for adapting models in non-stationary environments. It offers a range of state-of-the-art techniques for detecting concept drift and maintaining model performance. Additionally, **heimdall** provides tools for adapting models in response to these changes, ensuring continuous and accurate predictions in dynamic contexts. Methods for concept drift detection are described in Tavares (2022) . %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}