%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname seer %global packver 1.1.8 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 1.1.8 Release: 1%{?dist}%{?buildtag} Summary: Feature-Based Forecast Model Selection License: GPL-3 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.2.3 Requires: R-core >= 3.2.3 BuildArch: noarch BuildRequires: R-CRAN-forecast >= 8.3 BuildRequires: R-stats BuildRequires: R-CRAN-urca BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-magrittr BuildRequires: R-CRAN-randomForest BuildRequires: R-CRAN-forecTheta BuildRequires: R-CRAN-stringr BuildRequires: R-CRAN-tibble BuildRequires: R-CRAN-purrr BuildRequires: R-CRAN-future BuildRequires: R-CRAN-furrr BuildRequires: R-utils BuildRequires: R-CRAN-tsfeatures Requires: R-CRAN-forecast >= 8.3 Requires: R-stats Requires: R-CRAN-urca Requires: R-CRAN-dplyr Requires: R-CRAN-magrittr Requires: R-CRAN-randomForest Requires: R-CRAN-forecTheta Requires: R-CRAN-stringr Requires: R-CRAN-tibble Requires: R-CRAN-purrr Requires: R-CRAN-future Requires: R-CRAN-furrr Requires: R-utils Requires: R-CRAN-tsfeatures %description A novel meta-learning framework for forecast model selection using time series features. Many applications require a large number of time series to be forecast. Providing better forecasts for these time series is important in decision and policy making. We propose a classification framework which selects forecast models based on features calculated from the time series. We call this framework FFORMS (Feature-based FORecast Model Selection). FFORMS builds a mapping that relates the features of time series to the best forecast model using a random forest. 'seer' package is the implementation of the FFORMS algorithm. For more details see our paper at . %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}