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This package supports Windows and macOS but not Linux.
The Arrow project is cross-language development platform for in-memory data, it spans several languages and their code base is quite large (about 150K lines of C sources and more than 600K lines across all languages).
In the future, the Apache Arrow project will release binaries in the official Fedora and Debian repos; we're working on hard on this, but due to the size, this is likely to be implemented until next year.
In the meantime, R users can install the Linux binaries from custom repos or build Arrow from source when using Linux.