A write made during a full sync could be scanned in the replica but not in the (read-ahead) source scan, so the diff removed it, and echo tracking then consumed the server's echo. Keys written during a sync are now left out of the diff. Deterministic regression test with a read-ahead source. Also exclude -0 from the Extended JSON property test (JSON has no -0). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_017Qxbkp4tA7G5SCWjzWuxmE
17 KiB
PotentialStorage — Design
Layered TypeScript storage: KV → Events → Documents. Each layer is an abstract base class that implementations extend; each is usable on its own. No runtime dependencies.
This supersedes the original implementation brief (see git history before the simplify branch);
section 7 lists what changed and why.
1. Principles
- One abstract class per layer. Implementations provide a handful of raw primitives; the whole user-facing API is written once in the base class. A client (e.g. HTTP) and a server-side store are the same kind of object, and wrappers (e.g. encryption) are just another subclass that delegates the primitives.
- One navigation primitive:
child(key). Every instance is a node;childreturns a view of the same storage rooted deeper (viaObject.create, so it shares the instance's state). Sync, no I/O. Child nodes are frozen: an implementation that reassigns a field while running on a child would silently shadow the root's value, so that throws instead. Implementations keep mutable state in areadonly stateobject or in Maps. - Self or child by argument.
get()reads this node,get(key)a child. A key that is passed butundefined/nullthrows (InvalidKeyError) instead of silently meaning "self". Methods use optional parameters or tuple-union rest parameters, not overloads. - Indexes belong to the store. Document stores receive the fields to index and use them however suits the backend (in-memory equality maps, native Mongo/SQLite/IndexedDB indexes, or nothing).
- Simple over clever. Code style: classes, TS
private(not#), no method overrides in subclasses, tests only undertest/. - No runtime dependencies. Third-party code is vendored into
src/utils/with a header naming its source:sse-session/(Harvmaster/sse-session),event-emitter.tsandextended-json.ts(xo-cash-utils, branch installable-sse). Node ≥ 22; CI runs Node 22, 24 and 26.
2. Layout
src/
kv-storage/ base-kv-storage.ts, kv-storage-in-memory.ts, kv-storage-indexeddb.ts,
kv-storage-http.ts, kv-storage-http-server.ts, kv-storage-composite.ts
event-storage/ base-event-storage.ts, event-storage-kv.ts
document-storage/ base-document-storage.ts, document-storage-in-memory.ts, document-storage-kv.ts,
event-sourced-document-storage.ts
utils/ keys, sorted-map, json, extended-json, event-emitter, ulid, errors, schema (types),
document-path/query/update, sse-session/ (vendored)
test/ mirrors src/; shared suites: kv-storage.conformance.ts, document-storage.suite.ts
bench/
3. Keys (utils/keys.ts)
- A node's key is its escaped path segments joined by
/(users/123). The separator is fixed. - Escaping: every character at or below
/(space,!"#$%&'()*+,-.,/, control characters) and~itself becomes~XX(uppercase hex). Escaped segments contain only characters above/, so all keys of one child sort together (p/a,p/a/…, thenp/a~2D1fora-1). That keeps child listing a plain skip-scan. - Reserved segments are
~+ a lowercase letter (~e= event commits). Escaping only produces~+ uppercase hex, so user keys can't collide. - Keys sort lexicographically by escaped form (
10before9;a-1→a~2D1aftera0). - Empty keys,
NaN/Infinityand non-string/number keys are rejected.
4. KV storage
BaseKVStorage primitives (absolute keys). Implementations provide the reads and the protected
apply* writes; the public writeMany / removeMany / writeIfAbsent live in the base class and
emit a change event after each write, so every store emits change events.
| Primitive | |
|---|---|
readMany(keys) |
values in order, undefined for missing |
scan({ gte, lt, limit, reverse, values }) |
key-ordered; must keep working if keys change mid-scan (keys present throughout appear exactly once) |
applyWrite(entries) → public writeMany |
|
applyRemove(keys) → public removeMany |
|
applyWriteIfAbsent(entries) → public writeIfAbsent |
true = written; atomic per key (needed by events) |
Values are JSON plus bigint and Uint8Array (as in JSON, -0 becomes 0 and undefined properties are dropped). Anything crossing the network is encoded as
Extended JSON (<bigint: 123n>, <uint8array: abcd>); IndexedDB stores them natively.
Events (EventEmitter, shared by all nodes of a storage): change →
{ changes: { key, value? }[], origin: 'local' | 'remote', id? } (no value = removed), and
resync → changes may have been missed, so reload.
Node API (defined once): child, as, get(key?), getMany, set(value) / set(key, value),
setMany, delete(key?), deleteMany, deleteTree(key?), keys({ limit, after, reverse }),
entries(...). The root has no own value. A node's own value and its children are independent keys.
keys()is a skip-scan: one seek per child that has descendants; siblings without descendants share one iterator. It lists children that only have descendants, and skips reserved segments.- The only KV "index" is the ordered key space. There is no
find: with KV you know where to look, or you list a node's children. - Implementations:
KVStorageInMemory:SortedMap(sorted chunks of ≤1024 keys); values deep-copied.KVStorageIndexedDB: one object store with string keys. Scans read in batches, each in its own transaction, resuming after the last key (IndexedDB transactions close when the code awaits anything else).writeIfAbsentruns in one readwrite transaction.KVStorageHttp(client) andKVStorageHttpServer(wraps any KV storage;handle(Request) → Response):POST /<primitive>with Extended JSON bodies;scanstreams NDJSON. Unreachable server (fetch failure, 502/503/504) →StorageUnavailableError. The server exposes the whole underlying store (primitives use absolute keys).KVStorageComposite: see 4.1.
- Change stream (SSE).
GET /eventson the server streams every change to the wrapped storage asevent: changewith id<epoch>-<seq>(epoch = server instance). The server keeps the lasthistorySize(10 000) change batches.- A client reconnecting with
Last-Event-IDgets the batches it missed, orevent: resyncif it can't be resumed (another epoch, or too old). - Every catch-up ends with
event: ready. - Keep-alive comments are sent every 15 s.
KVStorageHttp.watch()subscribes (via the vendoredSSESession, which reconnects with backoff), emitschangeevents withorigin: 'remote'andresync, and resolves once caught up.- Limitation: a server only sees writes made through its own storage instance, so several server processes over one database need a shared pub/sub (not built).
- A client reconnecting with
- Wrappers (e.g. a future encryption layer) extend
BaseKVStorageand delegate the primitives. Keys must stay plaintext (or be deterministically encrypted) for prefix scans to work; values can be encrypted freely.
4.1 KVStorageComposite({ source, replicas, retry? })
Keeps full local copies of a source (e.g. KVStorageHttp) so reads are local and the app works
offline. Replicas are listed fastest first (e.g. [inMemory, indexedDb]). The last replica is the
persistent one: it seeds the others on start and stores the composite's internal keys under ~q/
(hidden from reads): ~q/meta ({ lastEventId }, present once a sync has completed) and the
outbox ~q/o/<seq:12>.
- Start (lazy, on first use):
- Load the outbox and copy the persistent replica into the faster ones.
- If a previous sync exists, serve reads locally straight away.
- Watch the source, resuming from
lastEventId. - Run a full sync only when there's no resume point, when the source sends
resync, or when the source can't be watched. - Before the first sync completes, reads go to the source.
- Remote changes (and full syncs) are applied in order through one queue. A change that arrives
during a full sync waits behind it, so the end state always matches the source.
lastEventIdis saved after each applied batch. Changes the replicas already hold are skipped. - Full sync merge-scans the source against the persistent replica (both key-ordered) and applies the difference to every replica in batches of 500.
- Writes go to the source, then every replica.
- On
StorageUnavailableError(or while anything is queued, to keep order), the write is applied locally and appended to the outbox. The outbox is replayed in order with exponential backoff, and also whenever the source shows signs of life. Last writer wins on conflicts. - Remote changes to keys with queued writes are ignored until those writes are replayed.
writeIfAbsentalways needs the source.
- On
- Echo tracking. Each write sent to a watched source expects one echo per key. A remote change to a key with an outstanding echo is consumed instead of applied. The stream is in server order, so that change is either the echo or older than it, and this avoids briefly showing a stale value. A full sync clears the counts.
- Write through the composite, not directly through the same source instance (its
local-origin changes are not mirrored). start(),synced()(complete copy, all received changes applied),queued(outbox size),close().
5. Event storage
BaseEventStorage primitives over stream paths: appendTo, readFrom, versionOf, streamsOf.
Node API: append(events, opts?) / append(key, events, opts?), read(opts?) / read(key, opts?),
version(key?), keys(). The root is not a stream. An empty stream is version 0; the first event is 1.
expectedVersion: number | 'any' (default 'any').
EventStorageKV (on any KV storage):
- One key per append, densely numbered:
<stream>/~e/<commit:12>→{ firstVersion, at, events }. Keying by commit number (not version) means any writer with a stale view collides with the existing key. - Append: head from a bounded cache (else one reverse scan,
limit: 1) → checkexpectedVersion(re-reading the head before rejecting, in case the cache is stale) →writeIfAbsent. On a lost race:ConcurrencyErrorif a version was expected, otherwise retry (default 5). read({ from }): commitnstarts at a version ≥ n, so try commitfromfirst (exact for single-event commits), else binary-search; then forward-scan.- Multi-writer safe on any store, because
writeIfAbsentis a required primitive.
6. Document storage
BaseDocumentStorage primitives over document paths:
| Primitive | |
|---|---|
readMany(paths) |
|
mutate(path, change) |
maps current state → DocChange (or null = no-op), applies it, returns the new state; the implementation decides how it's made safe |
query(parent, DocumentQuery) |
children of parent, filtered, sorted and paged |
Node API: get(key?), getMany, set(doc) / set(key, doc), insert(doc) → ULID-like id,
update(spec, opts?) / update(key, spec, opts?) → new state or undefined ({ upsert }),
delete(key?) → existed, find(filter, { sort, limit, skip }), findOne, keys().
- Queries (
utils/document-query.ts):{ field: value }(dot paths;nullalso matches missing),$eq $gt $gte $lt $lte $in. Comparisons are type-bracketed. On arrays a condition matches the array or any one element. Sorting order: missing/null < booleans < numbers < strings < other. - Updates (
utils/document-update.ts):$set $unset $inc $push $pull $addToSet($eachfor push/addToSet). They resolve to aDocChangewith final values ($inc→set: { n: 6 }), so changes replay deterministically. - Indexes:
{ indexes: { users: ['email', 'age'], 'users/*/posts': ['createdAt'] } }, passed to the implementation.
Implementations
DocumentStorageInMemory: maps per collection; equality index per declared field (used for{ f: v }/{ f: { $eq: v } }), otherwise scans. Writes are atomic in-process.DocumentStorageKV: each document is the KV value at its path; queries scan the collection's children; no indexes; concurrent writes to one document are last-writer-wins.EventSourcedDocumentStorage(events, projections): each document'sDocChanges are appended to its own stream. Current state lives in anyBaseDocumentStorageused as the projection store, which serves all reads, queries and indexes.- Projections carry
_version(reserved; stripped from results), used asexpectedVersionon the next append. - If a write crashes between append and projection update, the next write conflicts, rebuilds the
projection from the stream, and retries.
catchUp(key?)rebuilds on demand. - Missing projections with stream history (deleted documents, crashed first writes) are rebuilt before writing.
- Writes to one document are serialised in-process, so retries only happen across processes.
- Extras:
history(key?),getAt(version)/getAt(key, version). Children keep these methods in their types through interface declaration merging (types only).
- Projections carry
7. Changes from the original brief
- Drivers + node classes → one abstract class per layer (client and server share an API).
- KV indexes (
findBy, pattern trie, order-preserving value encoding, read-repair) removed. Document indexes are declared as fields and handled by each store; unique indexes and the query planner were removed. - Queries:
$ne $nin $exists $and $or $notand projections dropped. - Separator fixed to
/, and every character ≤/is escaped so child keys stay contiguous. This removed the subtree-order workaround in child listing. - Event-sourced documents are events + a projection store instead of a bespoke projection format.
writeIfAbsentis a required primitive (no single-writer mutex fallback; no optionalbatch/deleteRange).tree()removed (useentries()for field-per-key reads).
8. Open questions
-
Composite: replicate a subtree instead of the whole store; conflict policies beyond last writer wins for offline writes.
-
Multi-process servers need a shared change feed (pub/sub) for SSE.
-
Hard deletes from immutable event logs (privacy requests): compaction vs crypto-shredding. The encryption wrapper could support per-subject keys.
-
Order-preserving numeric keys (
9before10) as an opt-in key encoding.
9. Benchmark baselines
npm run bench, in-memory stores, Node 22, Linux x64 cloud container (shared CPU, ±10–20%). Mean per operation.
| Benchmark | Mean |
|---|---|
KV get / set @ 10k keys |
1.5 / 1.7 µs |
KV get / set @ 100k keys |
2.0 / 2.3 µs |
KV getMany × 100 |
25–35 µs |
keys() on 1k children × 100 descendants (skip-scan vs full scan) |
2.8 ms vs 34 ms |
Event append (warm cache) |
7.8 µs |
Event read 100 from version 5 000 of 10k |
131 µs |
Event read full 10k stream |
18 ms |
Documents in-memory @ 10k: get / update |
1.8 / 6.6 µs |
Documents in-memory: find indexed (~100 hits) / scan (~200 of 10k) |
0.20 / 11 ms |
Event-sourced @ 10k: get / update |
1.6 / 17 µs |
Event-sourced: find indexed / scan |
0.38 / 12 ms |