⚡ Bolt: Replace getEdges() with forEachEdge() in graph analysis#99
⚡ Bolt: Replace getEdges() with forEachEdge() in graph analysis#99saurabhsharma2u wants to merge 1 commit intomainfrom
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💡 What: Introduced a `forEachEdge` iterator method on the `Graph` class and replaced massive `graph.getEdges()` calls in PageRank, HITS, duplicate analysis, and orphan annotation. 🎯 Why: `getEdges()` maps all edges into a newly allocated array of object literals, which scales very poorly (O(E) memory allocations) during hot-path computations on massive site graphs. 📊 Impact: Completely eliminates the array mapping and object literal allocation per edge during loop initializations. A quick benchmark on a graph with 500,000 edges showed a reduction from ~575ms for `getEdges` mapping down to ~43ms for `forEachEdge` traversal. Memory GC pressure is significantly reduced. 🔬 Measurement: All unit tests continue to pass and `pnpm test` confirms correct functionality. Tests for PageRank and HITS performance benchmarks (`pagerank_perf_large.test.ts`, `hits_perf_large.test.ts`) complete smoothly and quickly.
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💡 What: Introduced a
forEachEdgeiterator method on theGraphclass and replaced massivegraph.getEdges()calls in PageRank, HITS, duplicate analysis, and orphan annotation.🎯 Why:
getEdges()maps all edges into a newly allocated array of object literals, which scales very poorly (O(E) memory allocations) during hot-path computations on massive site graphs.📊 Impact: Completely eliminates the array mapping and object literal allocation per edge during loop initializations. A quick benchmark on a graph with 500,000 edges showed a reduction from ~575ms for
getEdgesmapping down to ~43ms forforEachEdgetraversal. Memory GC pressure is significantly reduced.🔬 Measurement: All unit tests continue to pass and
pnpm testconfirms correct functionality. Tests for PageRank and HITS performance benchmarks (pagerank_perf_large.test.ts,hits_perf_large.test.ts) complete smoothly and quickly.PR created automatically by Jules for task 7304586738162417566 started by @saurabhsharma2u