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fix(algorithm): correct frontier intersection detection in degree-prioritised expansion
Critical bug fix for intersection detection regression introduced in bec6dbf. PROBLEM: The O(1) optimization (Jan 21) replaced O(F) loop with nodeToFrontierIndex Map, but incorrectly updated the map on EVERY visit instead of only FIRST visit. This prevented intersection detection: when frontier A checked if frontier B had visited a node, the map always showed frontier A owned it (just set). ROOT CAUSE: ```typescript // BROKEN: Set ownership before checking this.nodeToFrontierIndex.set(targetId, activeIndex); const otherIndex = this.nodeToFrontierIndex.get(targetId); if (otherIndex !== activeIndex) { /* NEVER TRUE */ } ``` FIX: 1. Only set ownership if not already claimed by another frontier 2. Move parent assignment BEFORE intersection check (reconstructPath needs it) 3. Replace .at(-1) with [length-1] for TypeScript compatibility IMPACT: - All 46+ experiments were failing with "0 paths" (no intersections detected) - After fix: Intersection detection works, different failures remain - Enables regression test (degree-prioritised-expansion-intersection.unit.test.ts) TESTING: Created targeted unit test with minimal graph (A---B---C, seeds A+C) that would have caught this bug during development.
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/**
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* Regression test for frontier intersection detection bug (Jan 21 2026).
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*
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* BACKGROUND:
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* Commit bec6dbf optimized intersection checking from O(F) to O(1) using
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* nodeToFrontierIndex Map. The bug: Map was updated on every visit instead
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* of only first visit, preventing intersection detection.
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*
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* This test creates a minimal graph where two frontiers MUST meet, verifying
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* that path recording works correctly.
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*/
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import { beforeEach, describe, expect, it } from "vitest";
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import type { GraphExpander, Neighbor } from "../../interfaces/graph-expander";
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import { DegreePrioritisedExpansion } from "./degree-prioritised-expansion";
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/**
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* Mock graph expander for controlled testing.
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* Graph structure: A --- B --- C
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* |
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* D
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*
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* If seeds are A and C, frontiers MUST meet at B.
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*/
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class SimpleGraphExpander implements GraphExpander<void> {
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private edges = new Map<string, string[]>([
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["A", ["B"]],
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["B", ["A", "C", "D"]],
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["C", ["B"]],
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["D", ["B"]],
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]);
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async getNeighbors(nodeId: string): Promise<Neighbor[]> {
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const neighbors = this.edges.get(nodeId) ?? [];
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return neighbors.map((targetId) => ({ targetId, relationshipType: "edge" }));
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}
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getDegree(nodeId: string): number {
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return this.edges.get(nodeId)?.length ?? 0;
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}
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calculatePriority(nodeId: string): number {
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// Lower degree = higher priority (lower value)
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return this.getDegree(nodeId);
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}
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addEdge(_source: string, _target: string, _type: string): void {
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// No-op for testing
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}
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async getNode(_nodeId: string): Promise<void> {
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// No-op for testing
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return;
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}
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}
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describe("DegreePrioritisedExpansion - Frontier Intersection Detection", () => {
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let expander: SimpleGraphExpander;
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beforeEach(() => {
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expander = new SimpleGraphExpander();
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});
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it("should detect frontier intersection when two frontiers meet at the same node", async () => {
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// Seeds: A (left) and C (right)
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// Both frontiers will expand to B (the meeting point)
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const seeds = ["A", "C"];
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const expansion = new DegreePrioritisedExpansion(expander, seeds);
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const result = await expansion.run();
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// CRITICAL: At least one path should be found between A and C
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expect(result.paths.length).toBeGreaterThan(0);
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// The path should connect seed 0 (A) to seed 1 (C)
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const path = result.paths[0];
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expect(path.fromSeed).toBeOneOf([0, 1]);
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expect(path.toSeed).toBeOneOf([0, 1]);
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expect(path.fromSeed).not.toBe(path.toSeed);
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// The path should be A -> B -> C (length 3)
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expect(path.nodes.length).toBe(3);
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expect(path.nodes[0]).toBe("A");
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expect(path.nodes[1]).toBe("B");
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expect(path.nodes[2]).toBe("C");
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});
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it("should record path immediately when frontiers intersect", async () => {
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// Same setup: A and C as seeds
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const seeds = ["A", "C"];
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const expansion = new DegreePrioritisedExpansion(expander, seeds);
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const result = await expansion.run();
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// Verify basic properties
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expect(result.paths.length).toBeGreaterThan(0);
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expect(result.sampledNodes.has("A")).toBe(true);
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expect(result.sampledNodes.has("B")).toBe(true);
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expect(result.sampledNodes.has("C")).toBe(true);
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// Verify at least one path connects the two seeds
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const connectingSeed0to1 = result.paths.some(
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(p) =>
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(p.fromSeed === 0 && p.toSeed === 1) || (p.fromSeed === 1 && p.toSeed === 0),
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);
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expect(connectingSeed0to1).toBe(true);
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});
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it("should handle three-way intersection correctly", async () => {
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// Seeds: A, C, D (all converge at B)
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const seeds = ["A", "C", "D"];
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const expansion = new DegreePrioritisedExpansion(expander, seeds);
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const result = await expansion.run();
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// With 3 seeds, we should find multiple paths:
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// - A to C through B
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// - A to D through B
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// - C to D through B
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// Minimum: at least 2 paths (could be 3 depending on execution order)
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expect(result.paths.length).toBeGreaterThanOrEqual(2);
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// Verify all seeds are connected to at least one other seed
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const seeds0Paths = result.paths.filter((p) => p.fromSeed === 0 || p.toSeed === 0);
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const seeds1Paths = result.paths.filter((p) => p.fromSeed === 1 || p.toSeed === 1);
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const seeds2Paths = result.paths.filter((p) => p.fromSeed === 2 || p.toSeed === 2);
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expect(seeds0Paths.length).toBeGreaterThan(0);
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expect(seeds1Paths.length).toBeGreaterThan(0);
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expect(seeds2Paths.length).toBeGreaterThan(0);
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});
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it("should not record duplicate paths", async () => {
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const seeds = ["A", "C"];
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const expansion = new DegreePrioritisedExpansion(expander, seeds);
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const result = await expansion.run();
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// There's only one simple path A-B-C, so only one path should be recorded
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expect(result.paths.length).toBe(1);
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});
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});

src/algorithms/traversal/degree-prioritised-expansion.ts

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@@ -203,18 +203,12 @@ export class DegreePrioritisedExpansion<T> {
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const edgeKey = `${node}->${targetId}`;
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this.sampledEdges.add(edgeKey);
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// Mark as visited and set parent for this frontier
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// Mark as visited and set parent for this frontier BEFORE intersection check
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// This ensures reconstructPath has the parent info it needs
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activeState.visited.add(targetId);
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activeState.parents.set(targetId, { parent: node, edge: relationshipType });
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// Track which frontier owns this node (for O(1) intersection checking)
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this.nodeToFrontierIndex.set(targetId, activeIndex);
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// Add to frontier with thesis priority as priority
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const priority = this.expander.calculatePriority(targetId);
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activeState.frontier.push(targetId, priority);
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// Check for intersection using O(1) lookup
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// Check for intersection using O(1) lookup BEFORE claiming ownership
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// If another frontier already visited this node, we have a path
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const otherFrontierIndex = this.nodeToFrontierIndex.get(targetId);
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if (otherFrontierIndex !== undefined && otherFrontierIndex !== activeIndex) {
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}
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}
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}
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// Track which frontier FIRST visits this node (for O(1) intersection checking)
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// Only set if not already claimed by another frontier
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if (!this.nodeToFrontierIndex.has(targetId)) {
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this.nodeToFrontierIndex.set(targetId, activeIndex);
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}
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// Add to frontier with thesis priority as priority
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const priority = this.expander.calculatePriority(targetId);
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activeState.frontier.push(targetId, priority);
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}
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}
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