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StringZilla Overview

10x faster string search, split, sort, and shuffle for long strings

StringZilla is the Godzilla of string libraries, splitting, sorting, and shuffling large textual datasets. StringZilla uses a heuristic so simple it's almost stupid... but it works. It matches the first few letters of words with hyper-scalar code to achieve memcpy speeds. The implementation fits into a single C 99 header file and uses different SIMD flavors and SWAR on older platforms. The Str is designed to replace long Python str strings and wrap our C-level API. On the other hand, the File memory-maps a file from persistent memory without loading its copy into RAM. The contents of that file would remain immutable, and the mapping can be shared by multiple Python processes simultaneously. A standard dataset pre-processing use case would be to map a sizeable textual dataset like Common Crawl into memory, spawn child processes, and split the job between them.

Additional Details for StringZilla

Programming Language

C++

Registered

2023-10-18

Last Updated

16 hours ago

Maintainers

sf-editor1

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StringZilla

10x faster string search, split, sort, and shuffle for long strings

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Additional Details for StringZilla

Programming Language

Registered

Last Updated

Categories

Maintainers

Keep Me Updated!