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How does R handle multi-language interoperability in data science stacks?
Updated May 24, 2026
Short answer
R interoperates with Python, C++, Java, and SQL via bridges like reticulate, Rcpp, and DBI.
Deep explanation
Modern data platforms are polyglot. R integrates via reticulate (Python), Rcpp (C++), and JDBC/ODBC (SQL). Data exchange is handled through memory mapping or serialization layers like Arrow.
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