fix: never serve a silent [] from find({connected}) on a cold-loaded graph
On a cold process start of a large brain (above the eager index-rebuild
threshold), a native graph adjacency can report size()>0 — its membership set
reloaded — while the source->target edges did NOT load, so find({connected}),
neighbors() and related() returned [] for edges that are persisted on disk. A
database returning empty for data that exists, based purely on warm/cold state,
is a correctness bug; it hit a production deployment after every deploy.
Refactor the cold-load guard into verifyGraphAdjacencyLive(), which gates its
heal/throw decision on a GLOBAL known-edge sample (a persisted verb's source,
which by definition has an outgoing edge) rather than the queried anchor: a
stale adjacency is rebuilt from storage, an unrecoverable one throws
GraphIndexNotReadyError instead of serving [], and a genuinely edgeless anchor
still returns [] with no spurious rebuild. executeGraphSearch re-verifies before
trusting an empty connected result and re-collects after a heal. Adds a 5-case
integration test (self-heal / loud-throw / edgeless-no-false-positive / healthy
/ re-collect) plus updated unit coverage.
This commit is contained in:
parent
d1665bb1a9
commit
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3 changed files with 251 additions and 33 deletions
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@ -192,7 +192,8 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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private _versions?: VersioningAPI
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private _vfs?: VirtualFileSystem
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private _vfsInitialized = false // Track VFS init completion separately
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private _graphAdjacencyVerified = false // 7.33.2: one-time graph-adjacency cold-load consistency check
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private _graphAdjacencyVerified = false // graph-adjacency cold-load consistency: verified-live this session
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private _graphAdjacencyVerifying = false // re-entrancy guard: a verify (rebuild→reads) is in flight
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private _hub?: IntegrationHub // Integration Hub for external tools
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private _pendingMigrationRunner?: MigrationRunner // Deferred migration runner for large datasets
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private _aggregationIndex?: AggregationIndex // Incremental aggregation engine
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@ -2488,7 +2489,7 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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paramsOrId?: string | GetRelationsParams
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): Promise<Relation<T>[]> {
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await this.ensureInitialized()
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await this.ensureGraphAdjacencyConsistent()
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await this.verifyGraphAdjacencyLive()
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// Handle string ID shorthand: getRelations(id) -> getRelations({ from: id })
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const params = typeof paramsOrId === 'string'
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@ -8178,32 +8179,52 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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* })
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*/
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/**
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* @description 7.33.2 — guard against a graph index that loaded its relationship
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* COUNT (manifest) on a cold open but NOT its source→target adjacency, so graph
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* traversals (`find({ connected })`, `neighbors`, `related`) would silently return
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* `[]` despite persisted edges. Observed with a native graph provider whose
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* cold-open SSTable load is swallowed on some storage adapters. Runs ONCE per brain
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* (cached): if the index claims edges exist but a known persisted edge's source
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* resolves to no neighbors, force a rebuild from storage; if even that can't read
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* the edge, throw {@link GraphIndexNotReadyError} rather than serving `[]` as truth.
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* O(1) (one verb read + one neighbor probe) and a no-op once the adjacency is live.
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* @description Verify that the graph adjacency is actually LIVE before a graph read trusts
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* its result. A native graph index can load its relationship COUNT (manifest) on a cold open
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* of a LARGE brain (≥10k nouns, which skips the eager index rebuild) but NOT its
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* source→target adjacency, so `getNeighbors()` returns `[]` for EVERY source even though
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* edges are persisted — and `find({ connected })` / `neighbors()` / `related()` would serve
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* that `[]` as if it were truth.
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*
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* The check is gated on a GLOBAL known-edge sample (a real persisted verb's `sourceId`, which
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* by definition HAS an outgoing edge) — NOT on any queried anchor, because brainy cannot
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* cheaply tell "adjacency unloaded" from "this node is genuinely edgeless" per-anchor
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* (`getVerbsBySource`/`getVerbsByTarget` route through the same `isInitialized`-gated fast path
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* that lies on cold open). If that known-edge source resolves to no neighbors, the adjacency
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* did not load: rebuild from storage and re-probe; if even that fails, throw
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* {@link GraphIndexNotReadyError} rather than returning `[]`.
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*
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* @returns `'live'` when the adjacency is already trustworthy (or there is genuinely nothing
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* to verify), or `'rebuilt'` when a cold-unloaded adjacency was just healed from storage —
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* in which case callers that observed an empty result must RE-RUN their collection.
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* @throws {GraphIndexNotReadyError} when the index claims edges but cannot serve a known
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* persisted edge even after a rebuild.
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*/
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private async ensureGraphAdjacencyConsistent(): Promise<void> {
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if (this._graphAdjacencyVerified) return
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// Set up-front so a re-entrant call (rebuild → reads) cannot loop.
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this._graphAdjacencyVerified = true
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private async verifyGraphAdjacencyLive(): Promise<'live' | 'rebuilt'> {
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if (this._graphAdjacencyVerified) return 'live'
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// Re-entrancy: rebuild() triggers reads (neighbors/getRelations) that call back into this
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// guard. While a verify is in flight, short-circuit so we cannot recurse into rebuild().
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if (this._graphAdjacencyVerifying) return 'live'
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this._graphAdjacencyVerifying = true
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try {
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const claimed = await this.graphIndex.size()
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if (!claimed || claimed <= 0) return // no edges claimed — nothing to verify
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if (!claimed || claimed <= 0) return 'live' // no edges claimed — nothing to verify
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const sample = await this.storage.getVerbs({ pagination: { limit: 1 } })
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const verb = sample.items?.[0]
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if (!verb || !verb.sourceId) return // no edges in storage — stale count, harmless
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if (!verb || !verb.sourceId) {
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// no edges in storage — stale count, harmless; don't re-probe on every read.
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this._graphAdjacencyVerified = true
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return 'live'
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}
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const probe = await this.graphIndex.getNeighbors(verb.sourceId, { limit: 1 })
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if (probe.length > 0) return // adjacency is live — the common case
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if (probe.length > 0) {
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this._graphAdjacencyVerified = true
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return 'live' // adjacency is live — the common case
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}
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// INCONSISTENT: the index reports edges but a persisted edge's source has none →
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// INCONSISTENT: the index reports edges but a KNOWN persisted edge's source has none →
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// the adjacency did not load on open. Rebuild it from storage.
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if (!this.config.silent) {
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console.warn(
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@ -8221,6 +8242,8 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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`neighbors() and related() cannot be served reliably for this brain.`
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)
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}
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this._graphAdjacencyVerified = true
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return 'rebuilt'
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} catch (err) {
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if (err instanceof GraphIndexNotReadyError) throw err
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// A transient probe/rebuild failure must not break the actual query NOR be
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@ -8229,6 +8252,9 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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if (!this.config.silent) {
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console.warn(`[Brainy] Graph adjacency consistency check skipped (transient): ${err}`)
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}
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return 'live'
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} finally {
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this._graphAdjacencyVerifying = false
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}
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}
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@ -8242,7 +8268,7 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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}
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): Promise<string[]> {
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await this.ensureInitialized()
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await this.ensureGraphAdjacencyConsistent()
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await this.verifyGraphAdjacencyLive()
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const direction = options?.direction || 'both'
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const limit = options?.limit
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@ -8798,14 +8824,36 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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const connectedIds = new Set<string>()
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// Populate connectedIds from the from/to anchors. Extracted into a closure so it can be
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// re-run VERBATIM after a cold-load heal (verdict 'rebuilt') without changing collection
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// semantics — only re-executing the same traversal once the adjacency is actually loaded.
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const populate = async (): Promise<void> => {
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if (from) {
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for (const id of await collect(from, toNeighborDir(direction))) connectedIds.add(id)
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}
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if (to) {
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const reverse: 'in' | 'out' | 'both' = direction === 'in' ? 'out' : direction === 'out' ? 'in' : 'both'
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for (const id of await collect(to, toNeighborDir(reverse))) connectedIds.add(id)
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}
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}
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await populate()
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// Cold-load guard: an empty connected set is suspicious. The native adjacency can report
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// size()>0 on a cold open yet have loaded NO source→target edges — so traversal silently
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// returns []. Re-verify against a GLOBAL known-edge sample (NOT the queried anchor, which
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// may be genuinely edgeless). If the adjacency was dead and a rebuild healed it, re-collect;
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// if it stays dead, verifyGraphAdjacencyLive() throws GraphIndexNotReadyError. A genuinely
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// edgeless anchor verifies 'live' and the empty result stands — no spurious rebuild/throw.
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let rechecked = false
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if (connectedIds.size === 0 && !rechecked) {
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const verdict = await this.verifyGraphAdjacencyLive()
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if (verdict === 'rebuilt') {
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rechecked = true
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connectedIds.clear()
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await populate()
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}
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}
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// Subtype filter (depth-1 only — see guard above). Intersect connectedIds with the set of
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// {to} ids whose edge from the anchor carries the matching subtype.
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170
tests/integration/cold-graph-connected.test.ts
Normal file
170
tests/integration/cold-graph-connected.test.ts
Normal file
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@ -0,0 +1,170 @@
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/**
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* @module tests/integration/cold-graph-connected
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* @description BRAINY-COLD-GRAPH-CONNECTED — regression coverage for the silent-empty
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* graph-traversal bug. On the FIRST `find({ connected })` after a cold process start of a
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* LARGE brain (≥10k nouns, which skips the eager index rebuild), a native graph adjacency can
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* reload its relationship COUNT (so `size() > 0`) but NOT its source→target edges — so
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* `getNeighbors()` returns `[]` for EVERY source and brainy would serve that `[]` as if the
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* anchor were genuinely edgeless.
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*
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* The fix verifies any empty traversal against a GLOBAL known-edge sample (a real persisted
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* verb's `sourceId`, which by definition HAS an outgoing edge) rather than the queried anchor:
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* - a cold-unloaded adjacency is rebuilt from storage and the traversal re-runs ('rebuilt');
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* - if even a rebuild cannot serve a known edge, it throws {@link GraphIndexNotReadyError}
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* instead of returning `[]`;
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* - a genuinely edgeless anchor (while OTHER edges exist) verifies 'live' and the empty
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* result stands — no spurious rebuild, no throw.
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*
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* These exercise REAL `find({ connected })` against an in-memory brain whose graph index is
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* instrumented to simulate the empty-then-(maybe-)rebuilt cold load — only `getNeighbors`/
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* `rebuild` are wrapped; the underlying real adjacency (built by `relate()`) is unmasked once
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* a rebuild "heals" it.
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*/
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import { describe, it, expect, afterEach } from 'vitest'
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import { Brainy } from '../../src/index.js'
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import { NounType, VerbType } from '../../src/types/graphTypes.js'
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import { GraphIndexNotReadyError } from '../../src/errors/brainyError.js'
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import { createTestConfig } from '../helpers/test-factory.js'
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/**
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* Build a real in-memory brain. Always seeds an UNRELATED edge (`E -> F`) so a GLOBAL known-edge
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* sample exists for the verify probe even when the queried anchor is genuinely edgeless. When
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* `anchorEdges` is set, the anchor links out to three target nouns via `Knows`. Ids are brainy-
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* generated (7.x requires UUID-format ids) and returned for assertions.
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*/
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async function buildBrain(
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opts: { anchorEdges: boolean }
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): Promise<{ brain: any; anchorId: string; targetIds: string[] }> {
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const brain: any = new Brainy(createTestConfig({ silent: true }))
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await brain.init()
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// Unrelated edge — guarantees storage.getVerbs() always yields a known-edge source.
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const eId = await brain.add({ data: 'node E', type: NounType.Person })
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const fId = await brain.add({ data: 'node F', type: NounType.Person })
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await brain.relate({ from: eId, to: fId, type: VerbType.Knows })
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const anchorId = await brain.add({ data: 'anchor', type: NounType.Person })
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const targetIds: string[] = []
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if (opts.anchorEdges) {
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for (const label of ['B', 'C', 'D']) {
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const tId = await brain.add({ data: `node ${label}`, type: NounType.Person })
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await brain.relate({ from: anchorId, to: tId, type: VerbType.Knows })
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targetIds.push(tId)
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}
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}
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// Fresh cold-start state: nothing verified yet.
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brain._graphAdjacencyVerified = false
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return { brain, anchorId, targetIds }
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}
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/**
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* Wrap the brain's real graph index so `getNeighbors` returns `[]` while `broken` (modelling the
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* cold-unloaded adjacency) and delegates to the REAL index once a rebuild flips `broken` off.
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* `rebuild` is counted; it heals only when `healsOnRebuild` is set.
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*/
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function instrumentGraphIndex(
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brain: any,
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opts: { broken: boolean; healsOnRebuild: boolean }
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): { rebuildCalls: number } {
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const gi = brain.graphIndex
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const origGetNeighbors = gi.getNeighbors.bind(gi)
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const state = { broken: opts.broken, rebuildCalls: 0 }
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gi.getNeighbors = async (id: string, optionsOrDirection?: any): Promise<string[]> =>
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state.broken ? [] : origGetNeighbors(id, optionsOrDirection)
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gi.rebuild = async (): Promise<void> => {
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state.rebuildCalls++
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if (opts.healsOnRebuild) state.broken = false // unmask the real (already-populated) adjacency
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}
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return state
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}
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describe('BRAINY-COLD-GRAPH-CONNECTED — find({ connected }) never serves a silent []', () => {
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let brains: any[] = []
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afterEach(async () => {
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for (const b of brains) {
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try {
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await b.close()
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} catch {
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/* best-effort cleanup */
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}
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}
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brains = []
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})
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it('(a) self-heals: cold-unloaded adjacency that rebuild() repopulates → correct N edges', async () => {
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const { brain, anchorId, targetIds } = await buildBrain({ anchorEdges: true })
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brains.push(brain)
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const state = instrumentGraphIndex(brain, { broken: true, healsOnRebuild: true })
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const results = await brain.find({ connected: { from: anchorId, direction: 'out' }, limit: 10 })
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expect(state.rebuildCalls).toBeGreaterThanOrEqual(1) // detected the empty adjacency + healed it
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const ids = results.map((r: any) => r.id).sort()
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expect(ids).toEqual(targetIds.sort()) // B, C, D — the real edges, served after the heal
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})
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it('(b) loud throw: cold-unloaded adjacency that rebuild() cannot repopulate → GraphIndexNotReadyError', async () => {
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const { brain, anchorId } = await buildBrain({ anchorEdges: true })
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brains.push(brain)
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instrumentGraphIndex(brain, { broken: true, healsOnRebuild: false }) // rebuild never heals
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await expect(
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brain.find({ connected: { from: anchorId, direction: 'out' }, limit: 10 })
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).rejects.toBeInstanceOf(GraphIndexNotReadyError) // NOT a silent []
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})
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it('(c) edgeless anchor (other edges exist): returns [] with NO rebuild and NO throw', async () => {
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// The anchor has no edges, but E -> F does — so the GLOBAL sample resolves and the empty stands.
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const { brain, anchorId } = await buildBrain({ anchorEdges: false })
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brains.push(brain)
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const state = instrumentGraphIndex(brain, { broken: false, healsOnRebuild: false })
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const results = await brain.find({ connected: { from: anchorId, direction: 'out' }, limit: 10 })
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expect(results).toEqual([]) // genuinely edgeless — empty is the truth
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expect(state.rebuildCalls).toBe(0) // no spurious rebuild on a healthy adjacency
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})
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it('(d) healthy: edges present, adjacency live → correct results, no rebuild', async () => {
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const { brain, anchorId, targetIds } = await buildBrain({ anchorEdges: true })
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brains.push(brain)
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const state = instrumentGraphIndex(brain, { broken: false, healsOnRebuild: false })
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const results = await brain.find({ connected: { from: anchorId, direction: 'out' }, limit: 10 })
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expect(state.rebuildCalls).toBe(0)
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const ids = results.map((r: any) => r.id).sort()
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expect(ids).toEqual(targetIds.sort())
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})
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it('(e) executeGraphSearch re-collect path: neighbors() verify hits a transient first, the empty-result guard then heals + re-collects', async () => {
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// Force the FIRST verify (inside neighbors()) to fail transiently so it does NOT heal there;
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// the empty connectedIds set then drives executeGraphSearch's own verify, which rebuilds and
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// re-runs the from/to collection. This specifically exercises the 'rebuilt' → re-collect branch.
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const { brain, anchorId, targetIds } = await buildBrain({ anchorEdges: true })
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brains.push(brain)
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const state = instrumentGraphIndex(brain, { broken: true, healsOnRebuild: true })
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const origGetVerbs = brain.storage.getVerbs.bind(brain.storage)
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let firstVerbsCall = true
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brain.storage.getVerbs = async (params?: any) => {
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if (firstVerbsCall) {
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firstVerbsCall = false
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throw new Error('transient storage hiccup')
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}
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return origGetVerbs(params)
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}
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const results = await brain.find({ connected: { from: anchorId, direction: 'out' }, limit: 10 })
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expect(state.rebuildCalls).toBeGreaterThanOrEqual(1)
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const ids = results.map((r: any) => r.id).sort()
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expect(ids).toEqual(targetIds.sort()) // re-collected after the heal
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})
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})
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@ -52,7 +52,7 @@ describe('7.33.2 graph-adjacency cold-load consistency guard', () => {
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const calls = stubGraphIndex(brain, { size: 12, neighborsBeforeRebuild: ['n1'] })
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brain.storage.getVerbs = async () => ({ items: [{ id: 'v1', sourceId: 's1', targetId: 't1' }], hasMore: false })
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await brain.ensureGraphAdjacencyConsistent()
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await brain.verifyGraphAdjacencyLive()
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expect(calls.rebuild).toBe(0)
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await brain.close()
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})
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@ -62,11 +62,11 @@ describe('7.33.2 graph-adjacency cold-load consistency guard', () => {
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const calls = stubGraphIndex(brain, { size: 12, neighborsBeforeRebuild: [], neighborsAfterRebuild: ['n1'] })
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brain.storage.getVerbs = async () => ({ items: [{ id: 'v1', sourceId: 's1', targetId: 't1' }], hasMore: false })
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await brain.ensureGraphAdjacencyConsistent()
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await brain.verifyGraphAdjacencyLive()
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expect(calls.rebuild).toBe(1) // detected the empty adjacency + rebuilt it
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// Cached: a second call does not re-probe or re-rebuild.
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await brain.ensureGraphAdjacencyConsistent()
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await brain.verifyGraphAdjacencyLive()
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expect(calls.rebuild).toBe(1)
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await brain.close()
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})
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@ -76,7 +76,7 @@ describe('7.33.2 graph-adjacency cold-load consistency guard', () => {
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stubGraphIndex(brain, { size: 12, neighborsBeforeRebuild: [], neighborsAfterRebuild: [] }) // never loads
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brain.storage.getVerbs = async () => ({ items: [{ id: 'v1', sourceId: 's1', targetId: 't1' }], hasMore: false })
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|
||||
await expect(brain.ensureGraphAdjacencyConsistent()).rejects.toBeInstanceOf(GraphIndexNotReadyError)
|
||||
await expect(brain.verifyGraphAdjacencyLive()).rejects.toBeInstanceOf(GraphIndexNotReadyError)
|
||||
await brain.close()
|
||||
})
|
||||
|
||||
|
|
@ -89,7 +89,7 @@ describe('7.33.2 graph-adjacency cold-load consistency guard', () => {
|
|||
return { items: [], hasMore: false }
|
||||
}
|
||||
|
||||
await brain.ensureGraphAdjacencyConsistent()
|
||||
await brain.verifyGraphAdjacencyLive()
|
||||
expect(calls.rebuild).toBe(0)
|
||||
expect(probedStorage).toBe(false)
|
||||
await brain.close()
|
||||
|
|
@ -100,7 +100,7 @@ describe('7.33.2 graph-adjacency cold-load consistency guard', () => {
|
|||
const calls = stubGraphIndex(brain, { size: 12, neighborsBeforeRebuild: [] })
|
||||
brain.storage.getVerbs = async () => ({ items: [], hasMore: false })
|
||||
|
||||
await brain.ensureGraphAdjacencyConsistent()
|
||||
await brain.verifyGraphAdjacencyLive()
|
||||
expect(calls.rebuild).toBe(0)
|
||||
await brain.close()
|
||||
})
|
||||
|
|
@ -118,12 +118,12 @@ describe('7.33.2 graph-adjacency cold-load consistency guard', () => {
|
|||
}
|
||||
|
||||
// First call: probe throws transiently → swallowed (no GraphIndexNotReadyError), flag reset.
|
||||
await brain.ensureGraphAdjacencyConsistent()
|
||||
await brain.verifyGraphAdjacencyLive()
|
||||
expect(calls.rebuild).toBe(0)
|
||||
expect(brain._graphAdjacencyVerified).toBe(false) // re-check allowed
|
||||
|
||||
// Second call: storage works → detects the empty adjacency + rebuilds.
|
||||
await brain.ensureGraphAdjacencyConsistent()
|
||||
await brain.verifyGraphAdjacencyLive()
|
||||
expect(calls.rebuild).toBe(1)
|
||||
await brain.close()
|
||||
})
|
||||
|
|
|
|||
Loading…
Add table
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Reference in a new issue