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Edwards, Jonathan; Perera, Roly; Petricek, Tomas (Ed.)This paper presents a comparative analysis of three implementations of the R bytecode compiler: the official R implementation, a Java-based compiler, and a Rust-based compiler. The R compiler, written in R itself, poses challenges in terms of performance and maintainability. We evaluate designs of the compilers, their trade-offs, and performance characteristics. The Rust version outperforms the Java version, which itself outperforms the R version.more » « lessFree, publicly-accessible full text available January 1, 2026
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Laurent, Mickaël; Hain, Jakob; Krikava, Filip; Krynski, Sebastián; Vitek, Jan (, Schloss Dagstuhl – Leibniz-Zentrum für Informatik)Edwards, Jonathan; Perera, Roly; Petricek, Tomas (Ed.)Compilers for dynamic languages often rely on intermediate representations with explicit type annotations to facilitate writing program transformations. This paper documents the design of a new typed intermediate representation for a just-in-time compiler for the R programming language called FIŘ. Type annotations, in FIŘ, capture properties such as sharing, the potential for effects, and compiler speculations. In this extended abstract, we focus on the sharing properties that may be used to optimize away some copies of values.more » « lessFree, publicly-accessible full text available January 1, 2026
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