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Layout engines that structure object arrays into column-aligned formats for improved parsing efficiency.
Distinct from Memory Layout Optimizations: Distinct from Memory Layout Optimizations: focuses on high-level tabular serialization for parsing efficiency rather than low-level cache locality.
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Toon is a data serialization library and toolkit designed to convert complex objects into compact, human-readable formats optimized for large language models. By focusing on token efficiency, the library minimizes the context window footprint of structured data through techniques like key folding and tabular layout optimization. It provides a streaming-capable processor that handles the encoding and decoding of hierarchical data while maintaining structural integrity. The project distinguishes itself through its path-aware transformation pipeline and configurable serialization logic, which al
Structures arrays of objects into column-aligned formats to reduce key overhead and improve parsing.