Performance Architecture

The mapping system is engineered for fast-run batch processing.

• Static Reflection Caching: Property mappings, attributes, and transformers are evaluated once per class lifecycle and cached in static memory. Subsequent hydrations execute in O(1) time without reflection overhead.
• Direct Entity Extraction: For CodeIgniter 4 entities, raw data is read directly via $source->toRawArray(), avoiding unnecessary getter loops.
• Single-Pass Collection Hydration: Efficiently maps thousands of records with minimal memory allocations.