⚡ Bolt: Optimize BuildCandidateRoutes LINQ allocation overhead#265
⚡ Bolt: Optimize BuildCandidateRoutes LINQ allocation overhead#265google-labs-jules[bot] wants to merge 1 commit into
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💡 What: Materialized
activeProducersandactiveConsumerslists outside of the nestedforeachloops in theBuildCandidateRoutesmethods ofTemporalNetworkSimulationEngine.csandMixedRouting.cs.🎯 Why: The original implementation was re-evaluating the LINQ queries (
.Where(...),.Select(...)) oncontext.Demandandcontext.Supplyfor every single iteration of the outer producer loops. This caused severe O(P * C) redundant enumerator allocations and CPU evaluations during intensive capacity bidding phases, significantly slowing down large simulations.📊 Impact: Reduces redundant LINQ enumerations and object allocations from O(P * C) to O(P + C) for every call to
BuildCandidateRoutes. This dramatically improves throughput during global routing capacity bidding (which runs repeatedly in awhile (true)loop).🔬 Measurement: The performance improvement can be measured by running any simulation benchmark involving complex networks with many producing and consuming nodes. Run the application, load a complex model with mixed routing, and observe reduced CPU utilization and garbage collection pauses during the routing passes. The test suite ran cleanly (
129/129 passed).PR created automatically by Jules for task 17572096243513606914 started by @wnj00524