%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname PricingBandits %global packver 2.1.0 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 2.1.0 Release: 1%{?dist}%{?buildtag} Summary: Multi-Armed Bandit Approaches to Pricing Experiments 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-stats BuildRequires: R-CRAN-Matrix BuildRequires: R-CRAN-hash BuildRequires: R-CRAN-nloptr BuildRequires: R-CRAN-MASS BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-TruncatedNormal BuildRequires: R-CRAN-R.utils Requires: R-stats Requires: R-CRAN-Matrix Requires: R-CRAN-hash Requires: R-CRAN-nloptr Requires: R-CRAN-MASS Requires: R-CRAN-dplyr Requires: R-CRAN-TruncatedNormal Requires: R-CRAN-R.utils %description Implements multi-armed bandit approaches for pricing experiments with an unknown demand curve, as developed in Weaver, Kumar, and Jain (2025) "Nonparametric Pricing Bandits Leveraging Informational Externalities to Learn the Demand Curve" . Includes Upper Confidence Bound (UCB) and Thompson Sampling (TS) baselines, Gaussian process variants (GP-UCB, GP-TS), monotonic Gaussian process variants that constrain demand to be weakly decreasing in price, and heterogeneous-noise extensions. The willingness-to-pay distribution is fully user-specified via a vector of consumer valuations, so any demand environment can be simulated or replayed. %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}