A high-performance, memory-optimized string data representation layout leveraging dynamic integer quantization and lazy evaluation.
Project description
Ribbon Data Structure
Ribbon Data Structure compresses collections of strings by dynamically allocating the smallest possible integer bit-width array (uint8, uint16, or uint32) based on vocabulary cardinality. It utilizes lazy evaluation to maintain lightning-fast initialization while optimizing filtering and aggregations using contiguous SIMD hardware acceleration.
Installation
pip install ribbon
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