Thread Safety Guarantees
Topic:
architecture.thread-safety
Immutable expressions enable thread-safe sharing and parallel processing without locks. Covers concurrency patterns and safety guarantees in MathHook.
Thread Safety Guarantees
This chapter covers internal implementation details of thread safety.
Immutability
All expressions are immutable after creation. This provides:
- Thread-safe sharing: No data races
- Lock-free operations: No synchronization overhead
- Predictable behavior: No surprising mutations
Parallel Processing
Immutability enables efficient parallel processing:
#![allow(unused)] fn main() { extern crate mathhook_book; use mathhook_book::mathhook; use mathhook::prelude::*; let expressions = vec![/* many expressions */]; let simplified = parallel_bulk_simplify(&expressions); }
Concurrency Patterns
MathHook supports common concurrency patterns:
- Data parallelism: Process multiple expressions in parallel
- Pipeline parallelism: Chain operations across threads
- Work stealing: Dynamic load balancing
Safety Guarantees
Rust's type system enforces:
- No data races: Guaranteed at compile time
- No iterator invalidation: Immutable collections
- No use-after-free: Ownership system prevents
Examples
API Reference
- Rust:
mathhook_core::Expression - Python: ``
- JavaScript: ``