WP3.3 of the ScadaBridge architectural-review remediation. Six changes, all wire-compatible with 0.1.x peers — no proto change, no lib_schema_version bump. The on-disk bookkeeping schema goes to v2 and is upgraded in place when a file is opened. DeregisterReplicated(table). There was no way to stop capturing once a file had been registered, so a node that does not replicate kept paying three triggers inside every write transaction, appending to an oplog nothing would ever drain. Drops the triggers and prunes the table's oplog + row-version rows in one transaction; idempotent, and deliberately usable on a table this process never registered, since stale triggers left by an EARLIER build are the primary case. Deregistration must be symmetric across a pair, and already is enforced: the handshake compares registered-table digests fail-closed, so a node that drops a table its peer still replicates stops syncing loudly rather than diverging. RegisterReplicated(table, baselineExistingRows: true). Closes the late-opt-in hole: the snapshot streamer pages from __localdb_row_version, which only triggers populate, so a node that started replicating LATE never sent its pre-existing rows — silently, forever. Seeding alone would not have fixed it, because a node whose oplog starts at seq 1 presents no gap at the handshake and is told it needs no snapshot; the seed therefore also flags needs_snapshot, and the existing resync machinery carries the rows. The floor is HLC 0 stamped with this node's id: every genuine HLC is a UTC millisecond shifted left 16 bits and so is strictly greater, which makes a baselined row lose every comparison against a real remote write and win only where the peer has no version of that key at all. Two nodes baselining the same key both hold 0 and resolve by the node-id tie-break — convergent, and nothing better is available for two rows of unordered antiquity. Opt-in, so the documented CDC contract is unchanged unless asked. Pruning the ledger on deregister is safe precisely because re-registration can re-baseline; the two APIs are a pair. O(1) backlog depth. GetOplogDepth ran COUNT(*) over the entire unacked backlog, once a minute from maintenance AND on every metrics scrape — a full scan of a million rows exactly when a node is already behind. Now MAX(seq) - MAX(last_acked_seq, MIN(seq) - 1), floored at 0: three b-tree seeks, measured at 58 VM steps against 100,020 for the count on a 50k backlog. Exact, because seq is AUTOINCREMENT and every prune path removes a prefix (ack pruning by watermark, the row cap by count, the age cap by an HLC cutoff that rises with seq). The MIN clamp is what keeps it exact after a cap prune has moved the horizon above a stalled watermark — without it the caps would re-flag on every tick forever. Byte-budget batching. MaxBatchSize was the only cap on an outbound message, which made it a proxy for a byte budget that consumers had to tune against their widest row: ScadaBridge pinned it to 16 because 70 KB config_json times the 500 default is ~35 MB against a 4 MB gRPC limit. MaxBatchBytes (default 2 MB) now bounds delta and snapshot messages by summed serialized size, with the row count demoted to a secondary cap. A row larger than the budget is sent alone rather than stalling the stream on it. Since more, smaller messages would otherwise mean more apply transactions and more acks, inbound delta batches and acks ALREADY queued are coalesced — one transaction and one ack per burst, bounded by the sender's own caps, and a no-op under a trickle. LwwApplier prepares each statement once. It went through the generic transaction façade, which builds a fresh SqliteCommand per call: three SQL parses per applied row, on the path that drains a reconnect backlog. Statements are now held for the batch and rebound. Dropped __localdb_oplog_hlc. It indexed (table_name, pk_json, hlc), which no query has ever used — every oplog access path is by seq or a full hlc-predicate delete — while costing a b-tree insert inside every captured consumer write. 184/184 tests pass (was 149). New coverage: schema upgrade drops the index and preserves identity/watermarks/data, deregistration idempotency and trigger absence and cross-process cleanup, baseline seeding at the floor with LWW safety proved through the real applier, depth asserted equal to the counting query across every prune scenario plus a constant-time assertion over a 200k backlog, byte-budget chunking including the one-giant-row edge on both the delta and snapshot paths, prepare-once statement counting, and coalescing that must not swallow the message that ends its run. Version 0.2.0.
ZB.MOM.WW.LocalDb
An embedded SQLite local cache with optional bidirectional async 2-node replication over gRPC, for the ZB.MOM.WW SCADA / OT family. It gives an application a fast, crash-safe local store that can optionally keep a second node in sync asynchronously — local writes never block on the peer, and a node that never enables replication is simply a fast local DB.
Change capture uses SQLite triggers writing a single HLC-stamped oplog inside the consumer's own write transaction (crash-consistent, non-bypassable). Convergence is last-writer-wins over a hybrid logical clock. All timestamps are UTC.
Packages (all 0.2.0)
| Package | Contents |
|---|---|
ZB.MOM.WW.LocalDb |
Embedded DB host: ILocalDb SQL surface (ExecuteAsync / QueryAsync / transactions), RegisterReplicated(table[, baselineExistingRows]) (PK validation + trigger install + oplog schema), DeregisterReplicated(table) (trigger removal + oplog/ledger prune), HybridLogicalClock, AddZbLocalDb() DI. |
ZB.MOM.WW.LocalDb.Contracts |
localdb_sync.v1 proto + generated gRPC types (packable; a future peer could be non-.NET). |
ZB.MOM.WW.LocalDb.Replication |
gRPC sync engine: passive LocalDbSyncService, initiating SyncBackgroundService, MaintenanceBackgroundService, LWW apply, watermark acks + pruning, snapshot resync, ISyncStatus, LocalDbMetrics, AddZbLocalDbReplication() / MapZbLocalDbSync(). |
Status: published to the Gitea feed; adopted by ScadaBridge (Phases 1+2) and OtOpcUa (Phase 1).
0.2.0(2026-08-14) — performance + lifecycle work from the ScadaBridge architectural review. All of it is wire-compatible with0.1.xpeers (no proto change, nolib_schema_versionbump); the on-disk bookkeeping schema goes to v2 and is upgraded in place on open.
DeregisterReplicated(table)— drops a table's capture triggers and prunes its oplog and row-version rows. A node that does not replicate should not be paying for capture on every write, and until now there was no way to stop once a file had been registered. Idempotent, and usable on triggers left behind by an earlier build.RegisterReplicated(table, baselineExistingRows: true)— closes the late-opt-in hole: rows that predate registration were invisible to the peer forever, because the snapshot streamer pages from the row-version ledger and CDC never wrote them there. Opting in seeds the ledger at an LWW-safe floor (HLC0, this node's id) and flags a snapshot resync so they actually travel. Default is still off — the documented CDC contract is unchanged unless you ask.- O(1) backlog depth —
MAX(seq) - MAX(last_acked_seq, MIN(seq) - 1)replaces aCOUNT(*)over the whole unacked backlog that ran once a minute AND on every metrics scrape (measured 58 VM steps vs 100,020 on a 50k backlog).- Byte-budget batching —
MaxBatchBytes(default 2 MB) bounds delta and snapshot messages by summed serialized size, withMaxBatchSizedemoted to a secondary row cap. Consumers no longer have to tune the row count against their widest row to stay under the gRPC message limit. Inbound delta batches and acks already queued are coalesced into one transaction / one ack.LwwApplierprepares once per statement instead of three SQL parses per applied row.- Dropped
__localdb_oplog_hlc— an index no query ever used, costing a b-tree insert inside every captured consumer write. Existing files lose it on the next open.0.1.3(2026-07-21) — fixes the other half of the rebuilt-peer story: a rebuilt peer's OWN writes were silently dropped.last_applied_remote_seqis a watermark in the peer's seq space, and a rebuilt peer numbers from 1 again — so the healthy node advertised the old peer's watermark, the rebuilt node started its pump above it, and its first N writes were never sent. Now the watermark is reset when the peer's node id changes, and a peer claiming to have applied more of our stream than we ever produced is treated as evidence that we were rebuilt (pump restarts from the beginning; LWW makes re-sending harmless). Found on the OtOpcUa docker-dev rig — it only became reachable once0.1.2made back-fill work.0.1.2(2026-07-21) — fixes snapshot resync for a wiped peer: a converged pair prunes its oplog to empty on ack, and the handshake read an empty oplog as "no gap possible", so a peer that came back with an empty database and a zero watermark was never snapshotted. The gap is now measured againstlast_acked_seqwhen the oplog is empty.0.1.1(2026-07-20) — creates the parent directory ofLocalDb:Path(a missing directory was a hard boot failure,SQLite Error 14).
Quickstart
Local-only (no replication)
builder.Services.AddZbLocalDb(builder.Configuration, db =>
{
// onReady: create your own tables, then opt them into (future) replication.
db.ExecuteAsync(
"CREATE TABLE IF NOT EXISTS widget (id INTEGER PRIMARY KEY, name TEXT, qty INTEGER)")
.GetAwaiter().GetResult();
db.RegisterReplicated("widget"); // PK required; installs capture triggers
});
// Consume ILocalDb anywhere:
await db.ExecuteAsync("INSERT INTO widget (id, name, qty) VALUES (@id, @n, @q)",
new { id = 1, n = "bolt", q = 42 });
var rows = await db.QueryAsync("SELECT name, qty FROM widget",
r => (Name: r.GetString(0), Qty: r.GetInt32(1)));
AddZbLocalDb is first-registration-wins: a second call is a no-op. RegisterReplicated
installs capture triggers even without the replication package present — you can register
tables now and turn on sync later.
Replicated (2 nodes)
Every node registers the passive side (so either can accept a stream) and the initiator
(idle unless a PeerAddress is set). Configure exactly one side with the peer's
address; the other stays passive.
// Both nodes:
builder.Services.AddZbLocalDb(builder.Configuration, db => { /* create + RegisterReplicated */ });
builder.Services.AddGrpc();
builder.Services.AddZbLocalDbReplication(builder.Configuration); // passive host + initiator + maintenance
var app = builder.Build();
app.MapZbLocalDbSync(); // passive gRPC endpoint — host must have AddGrpc()
app.Run();
// Node A — the INITIATOR: dials node B
"LocalDb": {
"Path": "nodeA.db",
"Replication": { "PeerAddress": "https://nodeB:5001", "ApiKey": "…" }
}
// Node B — PASSIVE: no PeerAddress, its SyncBackgroundService idles and only serves the endpoint
"LocalDb": { "Path": "nodeB.db", "Replication": { } }
Both directions flow on the single bidirectional stream the initiator opens; the passive
node still pushes its own deltas back. Only one side needs PeerAddress.
Configuration
LocalDb section (LocalDbOptions)
| Key | Default | Meaning |
|---|---|---|
Path |
"" (required) |
Filesystem path to the SQLite database file. |
BusyTimeoutMs |
5000 |
SQLite busy_timeout pragma, in milliseconds. |
Synchronous |
"NORMAL" |
SQLite synchronous pragma (OFF / NORMAL / FULL). |
LocalDb:Replication section (ReplicationOptions)
| Key | Default | Meaning |
|---|---|---|
PeerAddress |
"" |
gRPC address to dial. Empty ⇒ passive (initiator idles). |
ApiKey |
null |
Bearer token the initiator presents on its channel; null ⇒ no key header. |
FlushInterval |
250 ms |
How often the change pump flushes pending oplog deltas. |
MaxBatchBytes |
2 MB |
Primary batch cap: summed serialized bytes per outbound delta/snapshot message. Sized under the 4 MB gRPC default; a single row above the budget is still sent, alone. |
MaxBatchSize |
500 |
Secondary row-count cap per outbound batch (also the snapshot DB page size). |
MaxOplogRows |
1_000_000 |
Backlog ceiling; exceeding it flags a snapshot resync and prunes oldest rows. |
MaxOplogAge |
7 days |
Age ceiling; an unpruned entry older than this flags a snapshot resync. |
TombstoneRetention |
7 days |
How long deleted-row tombstones are kept before pruning. |
ReconnectBackoffMax |
60 s |
Upper bound on exponential reconnect backoff (validator caps ≤ 1 day). |
MaintenanceInterval |
60 s |
How often maintenance enforces caps + prunes expired tombstones. |
MaxHlcDriftAhead |
5 min |
Max tolerated HLC drift where the peer's clock runs ahead of ours. |
FailClosedOnDrift |
false |
When true, an over-drift entry is dead-lettered instead of applied. |
All options are validated at startup (ZB.MOM.WW.Configuration validators).
How it works
- Capture — three AFTER triggers per registered table write each change into one
shared, HLC-stamped
__localdb_oplogplus a__localdb_row_versionledger, in the consumer's own transaction. A DB-scoped__localdb_applyingguard makes replicated applies skip re-capture. - Convergence — last-writer-wins: compare incoming HLC, then
node_idordinal as the tie-break; the strict-greater winner is applied, the loser discarded (but still acked). - Streaming — one long-lived bidirectional gRPC stream. The initiator dials; both sides push oplog batches above the peer's watermark and ack the applied watermark back, which drives pruning. Outbound uses a single writer fed by two lanes (an unbounded control lane for handshake/acks that always preempts a bounded data lane for delta/snapshot batches), so receiving never blocks on the ability to ack.
- Resync — when a peer's watermark falls below the pruned oplog horizon, it is sent a full snapshot of the registered tables (streamed, keyset-paged) and deltas resume above the snapshot's as-of seq. Each node decides from its OWN state whether it owes the peer a snapshot.
- Maintenance — a background service on both roles enforces the oplog row/age caps
and prunes expired tombstones every
MaintenanceInterval.
Semantics worth knowing
- PK-column updates are captured as delete-of-old-PK + insert-of-new — a tombstone on the old key plus a fresh insert (full delete+insert support).
- Upserts (
INSERT … ON CONFLICT DO UPDATE) are fully supported (the row-version trigger uses an explicitON CONFLICTclause so it is not rewritten by the outer statement's conflict algorithm). - Clock-drift guard — warn-once per session when a peer entry's HLC physical time is
more than
MaxHlcDriftAheadahead. WithFailClosedOnDrift, each over-drift entry is dead-lettered; otherwise it is applied (the HLC merge absorbs the skew). The session never dies from drift — no livelock on reconnect. - Writes never block on the peer; local commit is independent of replication.
- All timestamps are UTC (HLC physical component is UTC Unix milliseconds).
Limitations (honest list)
- Exactly two nodes. No mesh / N-node topologies.
- LWW only. No per-table pluggable conflict resolvers.
- BLOB columns are rejected at registration (a column declared
BLOBfailsRegisterReplicated, becausejson_objectcannot capture it). A typeless column can still hold a BLOB value at runtime, which then surfaces as a write-time error, not a registration error. - CDC semantics — rows that existed before
RegisterReplicatedare not captured and are not snapshotted; only changes after registration are replicated. Opt out withRegisterReplicated(table, baselineExistingRows: true), which seeds the row-version ledger for existing rows at the baseline floor (HLC0) and flags a snapshot resync so they reach the peer. The floor is below every genuine stamp, so a baselined row loses every comparison against a real remote write and wins only where the peer has no version of that key at all. Two nodes that baseline the same key both hold HLC0and resolve by the node-id tie-break — convergent, but arbitrary as to which content survives. - REAL ±Infinity is carried in SQLite's JSON dialect on the wire (fine for the SQLite↔SQLite peers this library targets).
AddZbLocalDb/AddZbLocalDbReplicationare first-registration-wins (idempotent).- A mutual simultaneous snapshot buffers the peer's inbound snapshot in memory while this node is still sending its own (acceptable for the small datasets this lib targets).
Observability
Metrics publish under the single meter ZB.MOM.WW.LocalDb.Replication (all instruments
null-guarded — replication runs identically whether or not metrics are collected):
| Instrument | Kind | Notes |
|---|---|---|
localdb.oplog.depth |
ObservableGauge | Unacked oplog backlog (polled cheaply at scrape time). |
localdb.sync.lag.seconds |
ObservableGauge | Seconds since the last successful sync (no measurement when never synced). |
localdb.sync.applied |
Counter | Rows applied from inbound delta batches. |
localdb.sync.conflicts_discarded |
Counter | Inbound rows that lost LWW. |
localdb.sync.dead_lettered |
Counter | Poison / over-drift rows routed to the dead-letter table. |
localdb.sync.reconnects |
Counter | Reconnect attempts (initiator). |
localdb.sync.snapshots |
Counter | Snapshots, tagged direction=sent/received (one increment per snapshot). |
Counter split to note: rows merged from a snapshot are not counted under
localdb.sync.applied; a completed snapshot instead increments localdb.sync.snapshots
once (with its direction tag). Only delta-batch rows increment localdb.sync.applied.
ISyncStatus (registered singleton) surfaces live state for dashboards / health:
Connected (true while any session is active — a node can run both roles at once),
PeerNodeId, LastSyncUtc, OplogBacklog (nullable — null means unknown because no
provider is wired or the poll threw, so a DB failure never reads as "0 backlog"), and
ConnectionAttempts.
Ops notes
- When the oplog row/age caps are exceeded, maintenance prunes to the ceiling and flags
needs_snapshot(disk safety over delta continuity); the peer then snapshot-resyncs. - Turning a table off —
DeregisterReplicated(table)drops its capture triggers and prunes its oplog + ledger rows. It must be applied symmetrically: the handshake compares registered-table digests fail-closed, so a node that drops a table its peer still replicates stops syncing with a schema-mismatch error. Deregister on both nodes, or on neither. Re-enabling later should passbaselineExistingRows: true, or the rows that accumulated while capture was off stay invisible to the peer. - On-disk schema upgrades are applied in place when the file is opened, in one
transaction, and every step is safe to re-run.
schema_versionin__localdb_metais local-file state only — it is NOT the wirelib_schema_version, so a pair mid-upgrade keeps syncing. - The
__localdb_dead_lettertable holds poison rows (bad JSON, null-row non-tombstone entries) and over-drift rejects (whenFailClosedOnDrift). Inspect it to diagnose rejects. - Peer auth:
ApiKeyis sent by the initiator as a staticAuthorization: Bearer …header on its channel. The library's passive service does not itself verify the key — the passive host enforces whatever gRPC auth the host application configures (e.g.ZB.MOM.WW.Auth). Configure host-side authorization to actually gate inbound streams.
Testing
184 tests, all offline / no live dependencies — unit (HLC ordering + restart
persistence, trigger SQL generation, LWW decision table, watermark/pruning, digest
computation, schema-version upgrade, deregistration idempotency, baseline-floor LWW
safety, O(1) depth vs a seeded backlog, byte-budget chunking), integration over two real
SQLite DBs on an in-memory (and real) gRPC pipe (bidirectional convergence, delete/update
races, offline-accumulate → reconnect, prune → snapshot resync), plus seeded randomized
property tests (random interleaved op sequences → both DBs identical after quiesce).
Family conventions apply (TreatWarningsAsErrors).
Build / test from this directory:
dotnet build ZB.MOM.WW.LocalDb.slnx
dotnet test ZB.MOM.WW.LocalDb.slnx
See the design doc: docs/plans/2026-07-17-localdb-design.md.