⚡ Bolt: Optimize LINQ Dictionary Allocations in NetworkSimulationEngine#295
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Replaced expensive LINQ `ToDictionary`, `GroupBy`, and `Select` chains with explicit `foreach` loops and pre-sized dictionaries in `NetworkSimulationEngine.cs`. This significantly reduces heap allocations, delegate creation, and GC pressure during the static routing context compilation phase.
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💡 What: Replaced several expensive LINQ operation chains (like$O(N)$ and $O(T)$ (Traffic Types) hidden enumerator allocations inside the simulation start sequence, yielding faster simulation initialization times, particularly for complex scenarios.
GroupBy().ToDictionary(),.Select().ToDictionary()) with explicitforeachloops and pre-sized collections insideNetworkSimulationEngine.cs.🎯 Why: In C#, LINQ methods on hot paths cause significant memory allocations via enumerators, delegates, and closures. By converting these to manual pre-sized loops, we drastically cut down on garbage collection pressure and CPU overhead during network compilation phases.
📊 Impact: Eliminates
🔬 Measurement: Verify changes by tracking reduced memory allocation metrics in a profiler when triggering simulations. Run the full xUnit test suite (
dotnet test) to ensure accurate calculation routing is preserved.PR created automatically by Jules for task 17250435971318481167 started by @wnj00524