R Internal Function Invocation

R Internal Function Invocation

Summary

Invoke unexported R package internal functions (prefixed with :::) to access low-level assembly dispatch and configuration metadata without requiring raw data file inputs. This skill enables direct querying of bundled .NET assembly paths and version information in the rawrr package's two-layer R/C# architecture.

When to use

When you need to verify or retrieve package-internal metadata about compiled .NET assembly location and version before processing raw mass spectrometry files, or when testing the R↔C# dispatch mechanism in isolation without loading actual Orbitrap .raw data files.

When NOT to use

• The rawrr package is not installed or not loaded in the R session.
• You need to read actual spectral or chromatographic data from .raw files (use exported functions like readSpectrum(), readChromatogram(), readFileHeader() instead).
• You are working with a different R proteomics package that does not use internal ::: functions for assembly dispatch.

Inputs

• rawrr R package (loaded in R session)

Outputs

• assembly directory path (character string pointing to .NET assembly location)
• assembly version string (character string with version metadata)

How to apply

Use the ::: operator to call internal (non-exported) functions from the rawrr package: (1) invoke rawrr:::.rawrrAssembly() to retrieve the filesystem path to the precompiled .NET 8.0 assembly bundled with the package; (2) verify the returned path points to a valid directory containing the rawrr.exe executable; (3) invoke rawrr:::.getRawrrAssemblyVersion() to retrieve the version string of the .NET assembly; (4) verify a non-empty version string is returned. Both functions execute without requiring raw data file input, confirming successful internal dispatch between the R layer and managed C# layer. This demonstrates the two-layer architecture where R functions invoke compiled C# wrapper methods.

Related tools

• rawrr (R package providing the internal functions .rawrrAssembly() and .getRawrrAssemblyVersion() for assembly path and version retrieval) — https://github.com/fgcz/rawrr
• RawFileReader (.NET assembly wrapped by rawrr; contains the compiled C# code invoked through the two-layer architecture) — https://github.com/thermofisherlsms/RawFileReader

Examples

rawrr:::.rawrrAssembly(); rawrr:::.getRawrrAssemblyVersion()

Evaluation signals

• rawrr:::.rawrrAssembly() returns a non-empty character string pointing to an existing filesystem directory.
• The returned assembly path contains a rawrr.exe executable file readable by the R process.
• rawrr:::.getRawrrAssemblyVersion() returns a non-empty version string matching semantic versioning format (e.g., '1.0.0').
• Both function calls execute without raising errors or warnings, indicating the R↔C# dispatch mechanism is functional.
• The returned assembly version string is consistent across repeated invocations in the same R session.

Limitations

• Internal functions (:::) are not part of the public API and may change between package versions without deprecation warnings.
• On Windows systems, the decimal symbol must be configured as '.' for proper data extraction in downstream operations, though this affects the broader package rather than internal function invocation alone.
• These internal functions do not provide access to actual spectral or chromatographic data; they only return metadata about the assembly itself.

Evidence

• [methods] R functions invoke compiled C# wrapper methods using a system call: "Specifically, R functions requesting access to data stored in binary raw files (reader family functions listed in Table 1) invoke compiled C# wrapper methods using a system call"
• [other] Assembly dispatch without raw data file input: "Can the rawrr package's internal assembly dispatch functions (rawrr:::.rawrrAssembly() and rawrr:::.getRawrrAssemblyVersion()) successfully retrieve the assembly path and version string without"
• [methods] Two-layer architecture with extracted information written to temporary storage: "In order to return extracted data back to the R layer we use file I/O. More specifically, the extracted information is written to a temporary location on the harddrive, read back into memory and"
• [readme] rawrr wraps RawFileReader .NET assembly functionality: "rawrr wraps the functionality of the RawFileReader .NET assembly."