seniorR

How does R's memory model interact with C/C++ via Rcpp?

Updated May 24, 2026

Short answer

Rcpp bridges R’s garbage-collected memory model with C++ manual memory management.

Deep explanation

Rcpp uses SEXP wrappers and R’s protection stack (PROTECT/UNPROTECT) to ensure safe memory handling. Data is passed by reference where possible but still respects R’s copy-on-modify semantics when crossing boundaries.

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