iotools: High-Performance I/O Tools for R
نویسندگان
چکیده
The iotools package provides Input/Output (I/O) intensive data processing in R (R Core Team, 2014). Efficient parsing methods are included to minimize copying and avoid the use of intermediate strings. Methods support “chunk-wise” operations for computing on streaming input including arbitrarily large files. We present a set of examples for iotools, as well as benchmarks comparing similar functions provided in both core-R as well as other contributed packages.
منابع مشابه
iotools : High - Performance I / O Tools
The iotools package provides a set of tools for input and output intensive data processing in R. The functions chunk.apply and read.chunk are supplied to allow for iteratively loading contiguous blocks of data into memory as raw vectors. These raw vectors can then be efficiently converted into matrices and data frames with the iotools functions mstrsplit and dstrsplit. These functions minimize ...
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عنوان ژورنال:
- CoRR
دوره abs/1510.00041 شماره
صفحات -
تاریخ انتشار 2015