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# Conflicts:
#	.forgejo/workflows/ci.yml
This commit is contained in:
David Snelling 2026-07-24 16:44:05 -07:00
commit fc9f0d7222
17 changed files with 681 additions and 105 deletions

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@ -65,7 +65,8 @@ import type {
OpaqueIdSet,
AtGenerationVectors,
VectorIndexProvider,
GraphIndexProvider
GraphIndexProvider,
ProviderMaintenanceDebt
} from './plugin.js'
import type {
BrainyPlugin,
@ -424,6 +425,30 @@ export interface WarmReport {
totalDurationMs: number
}
/**
* @description Result of {@link Brainy.maintenanceDebt}: one outcome per
* index surface, mirroring {@link WarmReport}'s shape.
* - `'reported'` the active provider for this surface implements
* `maintenanceDebt?()` and its {@link ProviderMaintenanceDebt} payload is
* attached verbatim under `debt`.
* - `'unavailable'` the active provider does not implement the hook, so
* nothing is known; brainy never estimates or infers a payload on its
* behalf.
*/
export type MaintenanceDebtOutcome = 'reported' | 'unavailable'
/**
* @description Per-surface result of {@link Brainy.maintenanceDebt}. Brainy
* performs no thresholding, polling, or estimation over this data it is a
* pure passthrough of each active provider's own self-report (the provider
* owns the numbers; the operator owns the policy).
*/
export interface MaintenanceDebtReport {
vector: { outcome: MaintenanceDebtOutcome; debt?: ProviderMaintenanceDebt }
metadata: { outcome: MaintenanceDebtOutcome; debt?: ProviderMaintenanceDebt }
graph: { outcome: MaintenanceDebtOutcome; debt?: ProviderMaintenanceDebt }
}
/**
* How long a failed aggregation-backfill walk suppresses fresh walk attempts.
* Within the window, queries rethrow the recorded failure instantly (loud,
@ -14352,9 +14377,16 @@ export class Brainy<T = any> implements BrainyInterface<T> {
* *some* backing storage as a side effect but is reported honestly as
* `'probed'`, never `'warmed'`. An empty index or unknown dimension has
* nothing to probe (`'unavailable'`).
* - **Metadata**: full hydration every persisted field's sparse index is
* loaded from storage (`MetadataIndexManager.hydrateAll()`), not just the
* heuristic common-fields subset `init()` warms.
* - **Metadata**: calls the provider's own `warm?()` when the active
* `'metadataIndex'` provider implements it (`'warmed'`) the seam a
* native metadata provider lights up so it is not duck-typed against the
* JS manager's method. Otherwise falls back to full hydration on the
* built-in JS manager every persisted field's sparse index is loaded
* from storage (`MetadataIndexManager.hydrateAll()`), not just the
* heuristic common-fields subset `init()` warms and reports `'warmed'`.
* Neither seam present `'unavailable'` (honest: `init()` is never used
* as a substitute here, since a native provider's `init()` may be a
* cheap verify rather than a real warm).
* - **Graph**: calls the provider's own `warm?()` when the active graph
* provider implements it; otherwise re-runs its existing eager cold-load
* `init()` seam (idempotent the JS adjacency index's `init()` already
@ -14410,12 +14442,23 @@ export class Brainy<T = any> implements BrainyInterface<T> {
// --- Metadata --------------------------------------------------------
const metadataStart = Date.now()
let metadataOutcome: WarmOutcome
const metadataProvider = this.metadataIndex as unknown as MetadataIndexProvider
const metadataWithHydrate = this.metadataIndex as unknown as { hydrateAll?: () => Promise<void> }
if (typeof metadataWithHydrate.hydrateAll === 'function') {
if (typeof metadataProvider.warm === 'function') {
// Active provider (e.g. a native metadata index) declares its own warm
// seam — route through it FIRST so a native provider's warmth is
// reported honestly instead of being duck-typed against the JS
// manager's hydrateAll(), which a native provider does not implement.
await metadataProvider.warm()
metadataOutcome = 'warmed'
} else if (typeof metadataWithHydrate.hydrateAll === 'function') {
// Built-in JS manager path — full sparse-index hydration.
await metadataWithHydrate.hydrateAll()
metadataOutcome = 'warmed'
} else {
// No hydration seam on this metadata provider — nothing to run.
// No hydration seam on this metadata provider — nothing to run. (No
// init() fallback here: init() on a native provider may be a cheap
// verify, and reporting that as warmth would lie.)
metadataOutcome = 'unavailable'
}
const metadataDurationMs = Date.now() - metadataStart
@ -14449,6 +14492,63 @@ export class Brainy<T = any> implements BrainyInterface<T> {
}
}
/**
* Read each index surface's self-reported outstanding maintenance work
* the observability seam so an operator sees a grind coming (rising
* pending bytes/items, a stalled background pass) instead of discovering
* it as a CPU storm or a transaction blowing its budget mid-flight (see
* {@link TransactionTimeoutError}).
*
* PURE PASSTHROUGH: for each of vector/metadata/graph, this calls ONLY the
* ACTIVE provider's own `maintenanceDebt?()` hook (the same per-surface
* provider resolution {@link Brainy.warm} uses) and reports its
* {@link ProviderMaintenanceDebt} payload verbatim. There is no JS-side
* fallback computation, no threshold evaluation, and no polling brainy
* surfaces the truth the provider measured; the provider owns the numbers
* and the operator owns the policy (what threshold matters, what action to
* take). A surface whose active provider does not implement the hook
* reports `'unavailable'` never a guessed or zeroed payload.
*
* @returns A {@link MaintenanceDebtReport}: per-surface outcome + payload.
* @example
* ```typescript
* const debt = await brain.maintenanceDebt()
* if (debt.metadata.outcome === 'reported' && debt.metadata.debt?.pendingBytes) {
* console.log('metadata pending bytes:', debt.metadata.debt.pendingBytes)
* }
* ```
*/
async maintenanceDebt(): Promise<MaintenanceDebtReport> {
await this.ensureInitialized({ needs: ['vector', 'metadata', 'graph'] })
// --- Vector ---------------------------------------------------------
const vectorProvider = this.index as VectorIndexProvider & {
maintenanceDebt?: () => Promise<ProviderMaintenanceDebt>
}
const vector =
typeof vectorProvider.maintenanceDebt === 'function'
? { outcome: 'reported' as const, debt: await vectorProvider.maintenanceDebt() }
: { outcome: 'unavailable' as const }
// --- Metadata --------------------------------------------------------
const metadataProvider = this.metadataIndex as unknown as MetadataIndexProvider
const metadata =
typeof metadataProvider.maintenanceDebt === 'function'
? { outcome: 'reported' as const, debt: await metadataProvider.maintenanceDebt() }
: { outcome: 'unavailable' as const }
// --- Graph -------------------------------------------------------------
const graphProvider = this.graphIndex as GraphIndexProvider & {
maintenanceDebt?: () => Promise<ProviderMaintenanceDebt>
}
const graph =
typeof graphProvider.maintenanceDebt === 'function'
? { outcome: 'reported' as const, debt: await graphProvider.maintenanceDebt() }
: { outcome: 'unavailable' as const }
return { vector, metadata, graph }
}
/**
* Explicitly warm up the embedding engine
*

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@ -121,9 +121,13 @@ export interface TransactOptions {
* with the batch: `max(30 000, opCount × 2 000)` production imports on
* network-attached disks measure ~2 s per operation, so a flat 30 s budget
* silently capped honest bulk work at ~15 operations. A tripped budget
* rolls the whole batch back and throws a retryable
* `TransactionTimeoutError` naming the operation it stopped at, the batch
* size, and the elapsed/budget times.
* rolls the whole batch back and throws a `TransactionTimeoutError` naming
* the operation it stopped at, the batch size, and the elapsed/budget
* times. That error is retryable-with-latch, never hot-retry: its
* `retryable` field says a later attempt may succeed, its
* `hotRetryUnsafe` field says an immediate identical retry re-pays the
* full cost that just timed out callers must latch and back off, never
* loop.
*/
timeoutMs?: number
}

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@ -31,6 +31,11 @@ export type { DiagnosticsResult } from './brainy.js'
// brain.warm() — eager index/storage readiness report (per-surface honest
// outcome + timing). See the WarmReport JSDoc in brainy.ts.
export type { WarmReport, WarmOutcome } from './brainy.js'
// brain.maintenanceDebt() — per-surface passthrough of each active
// provider's self-reported background maintenance debt. See the
// MaintenanceDebtReport JSDoc in brainy.ts and ProviderMaintenanceDebt in
// plugin.ts for the measure-only-what-you-track contract.
export type { MaintenanceDebtReport, MaintenanceDebtOutcome } from './brainy.js'
export type {
GraphAuditReport,
GraphAuditDiscrepancy
@ -228,6 +233,11 @@ export type { FamilyStamp, StampMembers, StampVerdict } from './db/familyStamp.j
export { isVersionedIndexProvider } from './plugin.js'
export type { VersionedIndexProvider } from './plugin.js'
export type { ProviderInvariantReport, InvariantResult, InvariantHeal } from './plugin.js'
// Optional provider self-report of outstanding background maintenance work
// (compaction, deferred writes, etc.) — the payload type for
// brain.maintenanceDebt(). See the measure-only-what-you-track contract on
// ProviderMaintenanceDebt in plugin.ts.
export type { ProviderMaintenanceDebt } from './plugin.js'
// Optional native graph-acceleration engine (cor 3.0) — the published provider
// contract + its columnar wire types. Brainy feature-detects an implementation
// and falls back to its pure-TS adjacency when absent.

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@ -171,6 +171,37 @@ export interface ProviderInvariantReport {
durationMs: number
}
/**
* @description A provider's self-report of its own outstanding background
* maintenance work (compaction, deferred writes, a build-newverifyswap in
* flight, etc.) the observability seam so an operator sees a grind coming
* (rising pending bytes/items, a stalled pass) instead of discovering it as a
* CPU storm or a timeout under transaction budget pressure. Every field is
* OPTIONAL and every field is a MEASUREMENT: a provider reports ONLY what it
* actually tracks, never an estimate dressed up as a fact. Absence of the
* {@link VectorIndexProvider.maintenanceDebt} /
* {@link GraphIndexProvider.maintenanceDebt} /
* {@link MetadataIndexProvider.maintenanceDebt} hook itself means the
* provider does not track debt at all brainy reports that surface
* `'unavailable'` rather than inventing zeros. Brainy performs NO threshold
* checks, NO polling, and NO JS-side estimation over this payload it is a
* pure passthrough via {@link Brainy.maintenanceDebt}; the provider owns the
* numbers and the operator owns the policy (what threshold matters, what to
* do about it).
*/
export interface ProviderMaintenanceDebt {
/** Bytes of outstanding/unmerged work, if the provider measures it (e.g. unflushed writes, unmerged segments). */
pendingBytes?: number
/** Count of outstanding items (records, segments, nodes) awaiting the provider's background pass. */
pendingItems?: number
/** Epoch millis when the provider's last maintenance pass finished, if it tracks one. */
lastPassCompletedAt?: number
/** How the last pass ended, if the provider tracks pass outcomes. */
lastPassOutcome?: 'completed' | 'partial' | 'failed'
/** `true` if the provider's own measurements show debt trending down (making progress); `false` if flat or growing; omitted if the provider can't tell. */
converging?: boolean
}
/**
* The `'metadataIndex'` provider a drop-in for `MetadataIndexManager`.
* Brainy calls this surface via `this.metadataIndex.*` (see `brainy.ts`) and
@ -181,6 +212,34 @@ export interface MetadataIndexProvider {
flush(): Promise<void>
rebuild(): Promise<void>
/**
* @description OPTIONAL. Eagerly load/fault-in backing storage (e.g. mmap
* pretouch, full sparse-index hydration) so first queries run at
* steady-state cost. Optional; absence means the provider demand-loads.
* Mirrors {@link GraphIndexProvider.warm} / the vector provider's `warm?()`
* (`src/plugin.ts` VectorIndexProvider). Distinct from `init()`: `init` is
* required and runs once automatically during brain startup; `warm` is a
* separate, explicit step a caller opts into via `brain.warm()` (or
* `warmOnOpen`) to pre-pay demand-load cost `init` left lazy. Idempotent
* calling it more than once must be safe and cheap on a brain that is
* already warm. A provider that already loads everything eagerly in
* `init()` may implement `warm` as a no-op or omit it `brain.warm()`
* falls back to the built-in JS manager's `hydrateAll()` duck-type when
* absent, and to an honest `'unavailable'` when neither exists.
*/
warm?(): Promise<void>
/**
* @description OPTIONAL self-reported {@link ProviderMaintenanceDebt}
* the observability seam so an operator sees outstanding background
* maintenance work (e.g. unmerged postings) BEFORE it grinds a transaction
* into a budget-busting op. Absence means this provider does not track
* debt; `brain.maintenanceDebt()` reports this surface `'unavailable'`
* rather than guessing. See {@link ProviderMaintenanceDebt} for the
* measure-only-what-you-track contract.
*/
maintenanceDebt?(): Promise<ProviderMaintenanceDebt>
/**
* @description OPTIONAL honest durability signal (readiness contract,
* mirrors `isReady?()` on the graph and vector providers). `true` the
@ -395,6 +454,18 @@ export interface GraphIndexProvider {
*/
warm?(): Promise<void>
/**
* @description OPTIONAL self-reported {@link ProviderMaintenanceDebt}
* the observability seam so an operator sees outstanding background
* maintenance work (e.g. a build-newverifyswap in flight, unmerged
* adjacency segments) BEFORE it grinds a transaction into a
* budget-busting op. Absence means this provider does not track debt;
* `brain.maintenanceDebt()` reports this surface `'unavailable'` rather
* than guessing. See {@link ProviderMaintenanceDebt} for the
* measure-only-what-you-track contract.
*/
maintenanceDebt?(): Promise<ProviderMaintenanceDebt>
/**
* @description OPTIONAL. A native provider returns true from the moment its
* `init()` detects a large epoch-drift until its background
@ -1057,6 +1128,18 @@ export interface VectorIndexProvider {
*/
warm?(): Promise<void>
/**
* @description OPTIONAL self-reported {@link ProviderMaintenanceDebt}
* the observability seam so an operator sees outstanding background
* maintenance work (e.g. unflushed writes, a pending rebuild) BEFORE it
* grinds a transaction into a budget-busting op. Absence means this
* provider does not track debt; `brain.maintenanceDebt()` reports this
* surface `'unavailable'` rather than guessing. See
* {@link ProviderMaintenanceDebt} for the measure-only-what-you-track
* contract.
*/
maintenanceDebt?(): Promise<ProviderMaintenanceDebt>
/**
* @description OPTIONAL honest durability signal (readiness contract,
* mirrors {@link GraphIndexProvider.isReady}). `true` the persisted

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@ -62,9 +62,10 @@ const DEFAULT_BUDGET_FLOOR_MS = 30_000
* NEXT operation may start (see {@link Transaction.execute}), never whether
* already-completed work is rolled back after the fact. A trip mid-batch
* still rolls back every operation applied so far, atomically, and throws a
* retryable, fully-labeled TransactionTimeoutError that zero-loss guarantee
* doesn't change; only the point at which the clock stops mattering does (at
* the last operation, not one check later).
* fully-labeled `TransactionTimeoutError` retryable-with-latch, never
* hot-retry (see its `retryable` and `hotRetryUnsafe` fields) that
* zero-loss guarantee doesn't change; only the point at which the clock
* stops mattering does (at the last operation, not one check later).
*
* @param opCount - Number of operations in the batch.
* @param override - A full override for this call; wins over everything else.

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@ -19,7 +19,6 @@
import { Transaction } from './Transaction.js'
import {
TransactionFunction,
TransactionResult,
TransactionOptions
} from './types.js'
import { TransactionError } from './errors.js'
@ -105,34 +104,6 @@ export class TransactionManager {
}
}
/**
* Execute a transaction and return detailed result
*/
async executeTransactionWithResult<T>(
fn: TransactionFunction<T>,
options?: TransactionOptions
): Promise<TransactionResult<T>> {
const startTime = Date.now()
const transaction = new Transaction(options)
try {
const value = await fn(transaction)
await transaction.execute()
const executionTimeMs = Date.now() - startTime
return {
value,
operationCount: transaction.getOperationCount(),
executionTimeMs
}
} catch (error) {
// Transaction failed
throw error
}
}
/**
* Get transaction statistics
*/

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@ -73,14 +73,47 @@ export class InvalidTransactionStateError extends TransactionError {
/**
* Error for transaction timeout
*
* Machine-readable no-hot-retry contract: {@link retryable} and
* {@link hotRetryUnsafe} are both always `true` on this class they exist
* so a caller can branch on the *shape* of the error instead of parsing
* message text. Read them together: the operation may eventually succeed,
* but never by looping on it immediately.
*
* `context` (inherited from {@link TransactionError}) carries the caller's
* backoff inputs see the field docs below.
*/
export class TransactionTimeoutError extends TransactionError {
/**
* The failed operation MAY succeed on a later attempt once the
* underlying slowness resolves (e.g. a cold page cache warms up) or the
* budget is deliberately raised (`transactionBudgetFloorMs`, or a larger
* `timeoutMs` override on the batch). This is a statement about eventual
* retryability, not a license to retry now see {@link hotRetryUnsafe}.
*/
public readonly retryable = true
/**
* An immediate, identical retry re-pays the FULL cost of the work that
* just timed out it does not resume partway. Looping on this error
* (hot-retrying) repeats that full cost every attempt and can cascade
* into a CPU/resource storm on the caller's side. Callers MUST latch: on
* this error, record `{ at: Date.now(), error }`, surface one loud
* failure to their own caller, and hold a cooldown window before any
* re-attempt (clearing the latch only on success). Never retry this error
* in a tight loop.
*/
public readonly hotRetryUnsafe = true
constructor(
timeoutMs: number,
operationIndex: number,
telemetry?: {
/** Milliseconds elapsed in the transaction when the budget tripped. */
elapsedMs?: number
/** Total number of operations in the batch that timed out. */
totalOperations?: number
/** Name of the operation the batch was about to start when it tripped, if named. */
operationName?: string
}
) {
@ -93,8 +126,16 @@ export class TransactionTimeoutError extends TransactionError {
telemetry?.elapsedMs !== undefined ? `${telemetry.elapsedMs}ms elapsed, ` : ''
super(
`Transaction timed out at operation ${progress}${name}${elapsed}budget ${timeoutMs}ms. ` +
`The batch rolled back atomically; retry with a higher timeoutMs or a smaller batch.`,
{ timeoutMs, operationIndex, ...telemetry }
`The batch rolled back atomically; retryable after the underlying slowness resolves or ` +
`the budget is raised, but hot-retry-unsafe — latch and back off, never loop.`,
{
// Caller backoff inputs — all present on every instance:
/** Configured budget (ms) that was exceeded. */
timeoutMs,
/** Index of the operation the batch was about to start when it tripped. */
operationIndex,
...telemetry
}
)
this.name = 'TransactionTimeoutError'
}

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@ -66,26 +66,6 @@ export interface TransactionContext {
*/
export type TransactionFunction<T> = (ctx: TransactionContext) => Promise<T>
/**
* Transaction execution result
*/
export interface TransactionResult<T> {
/**
* Result value from user function
*/
value: T
/**
* Number of operations executed
*/
operationCount: number
/**
* Execution time in milliseconds
*/
executionTimeMs: number
}
/**
* Transaction execution options
*/

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@ -1658,8 +1658,10 @@ export interface BrainyConfig {
* **start** never whether already-completed work gets rolled back after
* the fact (a single-op write can never time out post-hoc: it either runs
* or it commits). A trip mid-batch still rolls back every applied operation
* atomically and throws a retryable `TransactionTimeoutError`; only the
* floor of the formula is configurable here.
* atomically and throws a `TransactionTimeoutError` that is
* retryable-with-latch, never hot-retry (see its `retryable` and
* `hotRetryUnsafe` fields); only the floor of the formula is configurable
* here.
*
* Raise this when a cold store's first writes after a restart legitimately
* take longer than 30s per operation (e.g. page-cache-cold canonical writes