This repository has been archived on 2026-09-03. You can view files and clone it, but you cannot make any changes to it's state, such as pushing and creating new issues, pull requests or comments.
open-brainy/tests/integration/find-fields-projection.test.ts
David Snelling ad0f493f7a feat(find): field projection — fields resolve from the column store, not the record
A list view that shows a title and a slug hydrates the whole record for every
row, document bodies included, and discards almost all of it. find/get({ fields })
names what is wanted; the column store serves it; the canonical record is opened
only for fields the index cannot supply.

The provider grows an optional getScalarsForIds(ids, fields) door, batched: it
walks each column ONCE and picks out every requested id, rather than re-walking
per row. The column store grows the primitive that was missing — valuesForIds —
because every other read door there answers which entities have a value, and a
projection asks the opposite.

It reads the COLUMN store, never the sparse index: the column keeps raw values,
the sparse index keeps a bucketed form built for range queries, and a projection
served from the latter would return a value that differs from the record's. A
field the column cannot serve is omitted rather than approximated — omission
costs a read, a wrong value is a wrong answer nobody can see.

Two laws the pins hold: fields absent is byte-identical to today, and a missing
field is simply absent rather than an error — so this path deliberately avoids
the strict address resolver, whose UnresolvableFieldError is right for orderBy
and wrong here.

related() takes no fields: a Relation carries from/to as ids and hydrates no
record, so the param would be decorative.
2026-09-02 14:19:10 -07:00

224 lines
9.4 KiB
TypeScript

/**
* @module tests/integration/find-fields-projection
* @description **Field projection** — `find/get({ fields })` returns only the
* named fields, and serves them from the index when it can.
*
* A list view that shows a title and a slug does not need the document body,
* yet without a projection every row hydrates its whole record and discards
* almost all of it. These pins hold the two halves of the fix:
*
* **The answer.** A projected row is a SUBSET of the full row — for every
* requested field, the projected value equals the value the same query returns
* unprojected. Absent `fields` is byte-identical to today. A requested field the
* entity does not carry is simply absent, never an error. `system.*` resolves to
* the engine scalar, a bare name to the user's metadata.
*
* **The cost.** When every requested field is index-served, the canonical
* record is never opened — asserted by counting reads, not by timing them, so
* it cannot flake into a false green. When one requested field is NOT
* index-served (a body field, or a bucketed timestamp), exactly the owing rows
* are read and the rest are still served from the index.
*/
import { describe, it, expect, beforeAll, vi } from 'vitest'
import { Brainy } from '../../src/brainy'
import { NounType } from '../../src/types/graphTypes'
import { generateTestVector } from '../helpers/test-factory'
/** Rows carrying a title, a slug, and a large body nobody wants in a list. */
const ROWS = 12
const BODY = 'x'.repeat(4096)
describe('find/get({ fields }) — projection', () => {
let brain: Brainy<any>
const ids: string[] = []
beforeAll(async () => {
brain = new Brainy({ requireSubtype: false, storage: { type: 'memory' } })
await brain.init()
for (let i = 0; i < ROWS; i++) {
ids.push(
await brain.add({
id: `post-${i}`,
data: `post ${i}`,
type: NounType.Thing,
metadata: {
kind: 'post',
title: `Title ${i}`,
slug: `slug-${i}`,
rank: i,
body: BODY,
// Only some rows carry this, so "missing is absent" is exercised
// by real data rather than by a name nothing ever had.
...(i % 2 === 0 ? { featured: true } : {})
},
vector: generateTestVector()
})
)
}
// Persist so the column store holds the values a projection reads from.
await brain.flush()
})
/** Count canonical record reads for one call. */
const countingReads = async <R>(body: () => Promise<R>): Promise<{ out: R; reads: number }> => {
const spy = vi.spyOn(brain as any, 'batchGet')
try {
const out = await body()
const reads = spy.mock.calls.reduce(
(n, call) => n + ((call[0] as string[] | undefined)?.length ?? 0),
0
)
return { out, reads }
} finally {
spy.mockRestore()
}
}
it('absent fields is byte-identical to today', async () => {
const params = { where: { kind: 'post' }, limit: 5 }
const a = await brain.find({ ...params })
const b = await brain.find({ ...params, fields: undefined })
expect(JSON.stringify(b)).toBe(JSON.stringify(a))
})
it('a projected row is a SUBSET of the full row, field for field', async () => {
const shapes: Array<Record<string, unknown>> = [
{ where: { kind: 'post' }, limit: 6 },
{ where: { kind: 'post' }, limit: 6, offset: 3 },
{ where: { kind: 'post' }, orderBy: 'rank', order: 'asc', limit: 6 },
{ where: { kind: 'post' }, orderBy: 'rank', order: 'desc', limit: 4 }
]
for (const shape of shapes) {
const full = await brain.find(shape as never)
const projected = await brain.find({ ...shape, fields: ['title', 'slug'] } as never)
expect(projected.map((r) => r.id), JSON.stringify(shape)).toEqual(full.map((r) => r.id))
for (let i = 0; i < full.length; i++) {
const fullMeta = (full[i].entity.metadata ?? {}) as Record<string, unknown>
const projMeta = (projected[i].entity.metadata ?? {}) as Record<string, unknown>
expect(projMeta.title, `${JSON.stringify(shape)} row ${i}`).toEqual(fullMeta.title)
expect(projMeta.slug).toEqual(fullMeta.slug)
}
}
})
it('returns ONLY the named fields — the body never rides along', async () => {
const rows = await brain.find({ where: { kind: 'post' }, fields: ['title'], limit: 4 })
expect(rows).toHaveLength(4)
for (const r of rows) {
const meta = (r.entity.metadata ?? {}) as Record<string, unknown>
expect(Object.keys(meta)).toEqual(['title'])
expect(meta.body).toBeUndefined()
// Identity always survives a projection: a row you cannot identify is
// not a row.
expect(typeof r.id).toBe('string')
expect(r.entity.id).toBe(r.id)
}
})
it('a missing field is simply ABSENT — never an error', async () => {
// `featured` exists on half the rows; `no-such-field` on none. Neither
// throws, and neither appears as an explicit undefined.
const rows = await brain.find({
where: { kind: 'post' },
fields: ['title', 'featured', 'no-such-field'],
limit: ROWS
})
expect(rows.length).toBeGreaterThan(0)
let withFeatured = 0
for (const r of rows) {
const meta = (r.entity.metadata ?? {}) as Record<string, unknown>
expect('no-such-field' in meta).toBe(false)
if ('featured' in meta) withFeatured += 1
}
// Real data, not a name nothing ever had: some rows carry it, some do not.
expect(withFeatured).toBeGreaterThan(0)
expect(withFeatured).toBeLessThan(rows.length)
})
it('a strict address resolver is NOT on this path', async () => {
// orderBy throws UnresolvableFieldError for an unknown user key, because a
// typo there silently changes the order. A projection must not inherit that
// strictness: the honest answer to "give me this if you have it" is silence.
await expect(
brain.find({ where: { kind: 'post' }, fields: ['definitely-not-a-field'], limit: 2 })
).resolves.toBeInstanceOf(Array)
})
it('system.* resolves to the engine scalar, a bare name to user metadata', async () => {
const full = await brain.find({ where: { kind: 'post' }, limit: 3 })
const rows = await brain.find({
where: { kind: 'post' },
fields: ['system.createdAt', 'title'],
limit: 3
})
for (let i = 0; i < rows.length; i++) {
expect((rows[i].entity as any).createdAt).toEqual((full[i].entity as any).createdAt)
const meta = (rows[i].entity.metadata ?? {}) as Record<string, unknown>
expect(meta.title).toEqual((full[i].entity.metadata as any).title)
// The engine scalar lands at the top level, not in the metadata bag —
// the two address spaces never shadow each other.
expect('system.createdAt' in meta).toBe(false)
expect('createdAt' in meta).toBe(false)
}
})
it('reads NO canonical record when every requested field is index-served', async () => {
// The cost pin, counted rather than timed. `title` and `slug` are ordinary
// indexed user fields, so the index can serve them exactly.
const { out, reads } = await countingReads(() =>
brain.find({ where: { kind: 'post' }, fields: ['title', 'slug'], limit: ROWS })
)
expect(out.length).toBeGreaterThan(0)
expect(reads).toBe(0)
})
it('reads records only for the rows that owe an un-served field', async () => {
// `body` is not a scalar the index serves, so the record must be opened —
// but the projection still returns only the named fields.
const { out, reads } = await countingReads(() =>
brain.find({ where: { kind: 'post' }, fields: ['title', 'body'], limit: 4 })
)
expect(out).toHaveLength(4)
expect(reads).toBe(4)
for (const r of out) {
const meta = (r.entity.metadata ?? {}) as Record<string, unknown>
expect(meta.body).toBe(BODY)
expect(Object.keys(meta).sort()).toEqual(['body', 'title'])
}
})
it('get({ fields }) projects a single row through the same seam', async () => {
const full = await brain.get(ids[0])
const projected = await brain.get(ids[0], { fields: ['title', 'slug'] })
expect(projected).not.toBeNull()
expect(projected!.id).toBe(full!.id)
const fullMeta = (full!.metadata ?? {}) as Record<string, unknown>
const projMeta = (projected!.metadata ?? {}) as Record<string, unknown>
expect(projMeta.title).toEqual(fullMeta.title)
expect(projMeta.slug).toEqual(fullMeta.slug)
expect(Object.keys(projMeta).sort()).toEqual(['slug', 'title'])
expect((projected as any).body).toBeUndefined()
})
it('get({ fields }) reads no record when the index serves the fields', async () => {
const { reads } = await countingReads(() => brain.get(ids[1], { fields: ['title'] }))
expect(reads).toBe(0)
})
it('the provider door serves only what it can serve EXACTLY', async () => {
// The bucketed timestamps are indexed at minute precision for range
// queries. The door must omit them rather than hand back a bucket that
// differs from the record — omission costs a read, a wrong value is a wrong
// answer nobody can see.
const index = (brain as any).metadataIndex
const served = await index.getScalarsForIds(ids.slice(0, 3), [
'title',
'system.createdAt'
])
expect(served.size).toBeGreaterThan(0)
for (const [, row] of served) {
expect('title' in row).toBe(true)
expect('system.createdAt' in row).toBe(false)
}
})
})