java-topology/defects/gatsby/bench/results.txt
russell@unturf.com a150602100
wave6 follow-up: gatsby-0001 — three filter-cache builders nodeTypeNames.includes -> Set
The Gatsby authors annotated each of the three call sites in
in-memory/indexing.ts with 'expensive at scale' comments. Their
diagnosis is correct: nodeTypeNames.includes(node.internal.type)
inside iterateNodes().forEach is O(N*T) per cache build.

For N=100k+ nodes typical of mature content sites and T=10-30
declared types per query, this fires on every type-filtered query.
gatsby develop in particular rebuilds caches per page render.

Fix: hoist Set<string> once at the top of each function. O(1) per
node lookup. Total cost O(N+T). Bench shows 8.4x at N=100k T=50;
2.7-4.7x at smaller scales.

Three call sites patched: ensureIndexByElemMatch (line 326),
ensureEmptyFilterCache (378), ensureIndexByElemMatchValue (504).
Author 'expensive at scale' comments updated to record the fix.
2026-04-25 10:15:32 -04:00

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=== gatsby-0001: in-memory indexing nodeTypeNames.includes vs Set.has ===
N=1000 T=5 : defective=0.743ms fixed=0.278ms speedup=2.7x
N=10000 T=10 : defective=4.695ms fixed=1.714ms speedup=2.7x
N=50000 T=20 : defective=45.698ms fixed=9.671ms speedup=4.7x
N=100000 T=20 : defective=92.455ms fixed=22.264ms speedup=4.2x
N=100000 T=50 : defective=198.740ms fixed=23.568ms speedup=8.4x