A high-performance, memory-optimized string data representation layout leveraging dynamic quantization.
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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