Adds a per-field sorted column store (Lucene doc values + roaring bitmap
architecture) that replaces the MetadataIndex sparse index internals for
both filtering and sorting. One system for all field types with exact
precision — no bucketing, no per-entity storage reads.
Column store: binary .cidx segment format, in-memory tail buffers,
LSM-style compaction, k-way merge sort, multi-value support (__words__).
All queries (filter, range, sort, filtered sort) route through the column
store when data is available, falling back to sparse index otherwise.
Key unlocks:
- find({ orderBy: 'createdAt' }) works WITHOUT a filter (previously threw)
- find({ orderBy: 'metadata.price' }) works for custom numeric fields
- Exact timestamp precision (no 1-minute bucketing)
- O(K log S) sort independent of total entity count
New files: src/indexes/columnStore/ (types, format, tail buffer, cursor,
manifest, coordinator — ~700 lines). 101 new unit tests covering binary
format round-trips, CRC validation, sort, filter, range, deletion,
multi-segment merge, persistence, and multi-value (words) fields.
Deleted: metadataIndex-automatic-bucketing.test.ts (bucketing behavior
eliminated by exact-precision column store). Sparse index write path
removed from addToIndex/removeFromIndex. Sparse index legacy code still
present as dead code pending cleanup in next commit.
232 lines
7.8 KiB
TypeScript
232 lines
7.8 KiB
TypeScript
/**
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* @module orderby-sort-bug
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* @description Regression tests for the `find({ orderBy: ... })` sort bug.
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*
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* Bug: `getFieldValueForEntity` read `noun.metadata[field]` for timestamp
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* fields, but `getNoun()` destructures standard fields to the top level.
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* Every entity returned `undefined` for the sort key, stable sort preserved
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* insertion order, and `order: 'desc'` behaved like `order: 'asc'`.
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*
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* Fix: centralized `resolveEntityField` helper + `BUCKETED_INDEX_FIELDS`
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* set in coreTypes.ts, used by getFieldValueForEntity.
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*
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* Reported by Muse team 2026-04-09 (handoff action BR-ORDERBY-TS).
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*
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* NOTE: These tests cover FILTERED sort, which is the only supported path.
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* Unfiltered `find({ orderBy })` is explicitly rejected until the dedicated
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* time-ordered segment index ships (Track 2).
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*/
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import { describe, it, expect, beforeEach, afterEach } from 'vitest'
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import { Brainy } from '../../src/brainy'
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import {
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resolveEntityField,
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STANDARD_ENTITY_FIELDS,
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type HNSWNounWithMetadata
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} from '../../src/coreTypes'
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import { NounType } from '../../src/types/graphTypes'
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describe('find({ orderBy }) sort bug regression', () => {
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let brain: Brainy<any>
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beforeEach(async () => {
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brain = new Brainy({ storage: { type: 'memory' }, silent: true })
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await brain.init()
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})
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afterEach(async () => {
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await brain.close()
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})
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/**
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* Muse's real use case: filtered sort of chat sessions.
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* Before the fix, this returned the OLDEST entity instead of the newest
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* because getFieldValueForEntity was reading createdAt from the wrong
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* location on the entity.
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*/
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it('orderBy createdAt desc with filter returns newest matching entity', async () => {
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// Add 4 entities 20ms apart so createdAt values are distinct.
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const id1 = await brain.add({ data: 'first', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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await brain.add({ data: 'second', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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await brain.add({ data: 'third', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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const id4 = await brain.add({ data: 'fourth', type: NounType.Concept })
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const results = await brain.find({
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type: NounType.Concept,
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orderBy: 'createdAt',
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order: 'desc',
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limit: 1
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})
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expect(results).toHaveLength(1)
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// Must be the last-inserted entity, not the first.
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expect(results[0].id).toBe(id4)
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expect(results[0].id).not.toBe(id1)
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})
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it('orderBy createdAt asc with filter returns oldest matching entity', async () => {
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const id1 = await brain.add({ data: 'first', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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await brain.add({ data: 'second', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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await brain.add({ data: 'third', type: NounType.Concept })
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const results = await brain.find({
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type: NounType.Concept,
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orderBy: 'createdAt',
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order: 'asc',
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limit: 1
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})
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expect(results).toHaveLength(1)
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expect(results[0].id).toBe(id1)
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})
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it('orderBy createdAt desc with filter returns all matching entities in newest-first order', async () => {
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const ids: string[] = []
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for (let i = 0; i < 5; i++) {
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ids.push(await brain.add({ data: `item-${i}`, type: NounType.Concept }))
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await new Promise((r) => setTimeout(r, 20))
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}
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const results = await brain.find({
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type: NounType.Concept,
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orderBy: 'createdAt',
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order: 'desc'
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})
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expect(results).toHaveLength(5)
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expect(results.map((r) => r.id)).toEqual([...ids].reverse())
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})
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it('orderBy updatedAt desc with filter returns most-recently-updated matching entity', async () => {
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const id1 = await brain.add({ data: 'first', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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await brain.add({ data: 'second', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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await brain.add({ data: 'third', type: NounType.Concept })
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// Touch id1 so it becomes the most-recently-updated.
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await new Promise((r) => setTimeout(r, 20))
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await brain.update({ id: id1, data: 'first-updated' })
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const results = await brain.find({
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type: NounType.Concept,
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orderBy: 'updatedAt',
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order: 'desc',
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limit: 1
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})
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expect(results).toHaveLength(1)
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expect(results[0].id).toBe(id1)
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})
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/**
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* Unfiltered sort now works via the unified column store.
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* This was the Track 2 motivating use case — previously threw an error.
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*/
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it('orderBy without filter works via column store', async () => {
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const id1 = await brain.add({ data: 'first', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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await brain.add({ data: 'second', type: NounType.Concept })
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await new Promise((r) => setTimeout(r, 20))
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const id3 = await brain.add({ data: 'third', type: NounType.Concept })
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const results = await brain.find({
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orderBy: 'createdAt',
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order: 'desc',
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limit: 2
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})
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expect(results.length).toBeGreaterThanOrEqual(2)
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// Newest should be first (desc order)
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expect(results[0].id).toBe(id3)
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})
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})
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describe('resolveEntityField helper', () => {
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const entity: HNSWNounWithMetadata = {
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id: 'abc',
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vector: [0.1, 0.2],
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connections: new Map(),
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level: 0,
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type: NounType.Concept,
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createdAt: 1700000000000,
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updatedAt: 1700000060000,
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confidence: 0.9,
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weight: 1,
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service: 'test',
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data: { title: 'Hello' },
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metadata: {
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customTag: 'green',
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priority: 5,
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modified: 1700000120000 // VFS custom field, lives in metadata
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}
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}
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it('reads standard fields from top level', () => {
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expect(resolveEntityField(entity, 'createdAt')).toBe(1700000000000)
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expect(resolveEntityField(entity, 'updatedAt')).toBe(1700000060000)
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expect(resolveEntityField(entity, 'type')).toBe(NounType.Concept)
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expect(resolveEntityField(entity, 'confidence')).toBe(0.9)
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expect(resolveEntityField(entity, 'weight')).toBe(1)
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expect(resolveEntityField(entity, 'service')).toBe('test')
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expect(resolveEntityField(entity, 'id')).toBe('abc')
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})
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it('reads custom fields from metadata', () => {
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expect(resolveEntityField(entity, 'customTag')).toBe('green')
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expect(resolveEntityField(entity, 'priority')).toBe(5)
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})
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it('reads VFS custom fields (modified, accessed) from metadata', () => {
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// VFS stores `modified` as a custom field, not top-level.
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expect(resolveEntityField(entity, 'modified')).toBe(1700000120000)
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})
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it('returns undefined for unknown fields', () => {
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expect(resolveEntityField(entity, 'nonexistent')).toBeUndefined()
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})
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it('returns undefined for custom fields when metadata is absent', () => {
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const noMetadata: HNSWNounWithMetadata = { ...entity, metadata: undefined }
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expect(resolveEntityField(noMetadata, 'customTag')).toBeUndefined()
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})
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it('does not look in metadata for standard fields', () => {
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// If a standard field is absent top-level, resolver returns undefined
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// rather than silently falling through to metadata. This prevents
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// misuse from masking bugs.
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const withShadowedField: HNSWNounWithMetadata = {
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...entity,
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// @ts-expect-error intentionally clobbering for the test
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createdAt: undefined,
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metadata: { createdAt: 9999 }
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}
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expect(resolveEntityField(withShadowedField, 'createdAt')).toBeUndefined()
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})
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it('STANDARD_ENTITY_FIELDS covers every declared top-level field', () => {
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// Guards against the resolver and the interface drifting out of sync.
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const expected = [
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'id',
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'vector',
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'connections',
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'level',
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'type',
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'confidence',
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'weight',
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'createdAt',
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'updatedAt',
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'service',
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'createdBy',
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'data'
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]
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for (const field of expected) {
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expect(STANDARD_ENTITY_FIELDS.has(field)).toBe(true)
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}
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})
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})
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