Module performance 

Performance optimizations for the reputation engine

This module contains performance-critical optimizations including inlined functions, zero-allocation strategies, and cache-friendly data structures.

Functions

calculate_batch_optimized

Cache-friendly batch calculation using optimal chunking

calculate_confidence_fast

Optimized confidence calculation with inline annotation

calculate_empirical_fast

Optimized empirical score calculation

calculate_prior_fast

Fast prior calculation using stack allocation

handle_validation_error

Branch prediction hints for error paths

optimal_chunk_size

Optimal chunk size for parallel processing based on CPU cache