serverpod-offline-sync/benchmark/utils/merge.dart

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// Merge benchmark harness — measures the sync merge apply path.
import 'dart:io';
import 'dart:math';
import 'dart:typed_data';
import 'package:benchmark_harness/benchmark_harness.dart';
import 'package:path/path.dart' as p;
import 'package:serverpod_database/serverpod_database.dart';
import 'package:serverpod_offline_sync_server/serverpod_offline_sync_server.dart';
import 'package:serverpod_offline_sync_test_client/serverpod_offline_sync_test_client.dart';
import 'benchmark.dart';
import 'conversion.dart';
import 'query_counter.dart';
import 'tables.dart';
enum MergeOperation { insert, update, delete, mixed }
enum FkChainOperation { insert, delete }
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enum SetDefaultOperation { originalDeleteOrRestore, defaultDeleteOrRestore }
/// Measurement of a merge scenario, averaged over the timed merge batches.
typedef MergeMeasurement = ({
double averageMicroseconds,
double averageQueries,
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double averageRowsRead,
Map<String, double> averageRowsReadByType,
});
/// The number of changes of each kind in a mixed batch of [changeCount].
({int inserts, int updates, int deletes}) mixedMergeComposition(
int changeCount,
) {
final updates = changeCount ~/ 3;
final deletes = changeCount ~/ 3;
return (
inserts: changeCount - updates - deletes,
updates: updates,
deletes: deletes,
);
}
/// Base harness for benchmarks of the merge path ([CrdtDatabase.mergeChanges]).
///
/// Changes are attributed to a single simulated remote node whose HLCs always
/// advance, so every merged change is newer than the local state and is
/// effectively applied (no stale-change short circuits). All database work is
/// routed through a [QueryCountingDatabase] so scenarios also report how many
/// queries each merged batch issues.
abstract class MergeScenarioBenchmark extends AsyncBenchmarkBase {
MergeScenarioBenchmark(super.name);
static const _warmupMillis = 100;
static const _measurementMillis = 2000;
static const _clientUrl = 'http://localhost:8081/';
late final File _dbFile;
late final ClientDatabaseSession _plainSession;
late final QueryCountingDatabase _countingDb;
late CrdtDatabaseSession _crdtSession;
var _hasOpenSession = false;
final UuidValue _userId = const Uuid().v7obj();
/// Clock of the simulated remote node the merged changes come from.
Hlc _remoteHlc = Hlc.now(const Uuid().v7obj());
int _valueSeq = 0;
CrdtMergeSet _mergeSet = [];
int _timedQueries = 0;
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int _timedRowsRead = 0;
final _timedRowsReadByType = <String, int>{};
int _timedRuns = 0;
/// Scenario title used in the results header, e.g. `INSERT`.
String get resultTitle;
/// Number of merge changes in each timed batch.
int get changesPerBatch;
/// Optional batch composition note printed with the results.
String? get batchDescription => null;
/// Builds the next [_mergeSet] (untimed), seeding prerequisite rows if needed.
Future<void> prepareCycle();
/// Seeds state once after the session is created, before the first cycle.
Future<void> onSetup() async {}
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/// Checks that each measured change took effect, outside the timed merge.
Future<void> validateCycle() async {}
Hlc _nextRemoteHlc() => _remoteHlc = _remoteHlc.increment();
int _nextSeq() => _valueSeq++;
CrdtMergeInsert insertChangeFor(TableRow<UuidValue?> row) {
final hlc = _nextRemoteHlc();
return CrdtMergeInsert(
uuidScopeId: _userId,
tableName: row.table.tableName,
uuidRowId: row.id!,
uuidNodeId: hlc.nodeId,
hlcDatetime: hlc.datetime,
hlcCounter: hlc.counter,
data: row,
);
}
CrdtMergeUpdate updateChangeFor(
TableRow<UuidValue?> row,
String columnName,
Object? value,
) {
final hlc = _nextRemoteHlc();
return CrdtMergeUpdate(
uuidScopeId: _userId,
tableName: row.table.tableName,
uuidRowId: row.id!,
uuidNodeId: hlc.nodeId,
hlcDatetime: hlc.datetime,
hlcCounter: hlc.counter,
columnName: columnName,
value: value,
);
}
CrdtMergeDelete deleteChangeFor(TableRow<UuidValue?> row) {
final hlc = _nextRemoteHlc();
return CrdtMergeDelete(
uuidScopeId: _userId,
tableName: row.table.tableName,
uuidRowId: row.id!,
uuidNodeId: hlc.nodeId,
hlcDatetime: hlc.datetime,
hlcCounter: hlc.counter,
clFlag: 2,
reason: CrdtDataDeletedReason.userDelete,
);
}
/// Seeds [rows] through the merge path so they exist locally with remote
/// CRDT metadata, like rows previously received from the remote node.
Future<void> mergeSeedRows(List<TableRow<UuidValue?>> rows) {
return _crdtSession.db.mergeChanges(
[for (final row in rows) insertChangeFor(row)],
scopeId: _userId,
);
}
@override
Future<void> setup() async {
_valueSeq = 0;
_mergeSet = [];
_timedQueries = 0;
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_timedRowsRead = 0;
_timedRowsReadByType.clear();
_timedRuns = 0;
final dbPath = p.join(
Directory.systemTemp.path,
'offline_sync_benchmark_$name.db',
);
_dbFile = File(dbPath);
deleteDatabaseFiles(_dbFile);
_plainSession = await Client(_clientUrl).createSession(
_dbFile.path,
isDebugMode: true,
);
_hasOpenSession = true;
await clearUserTables(_plainSession);
_countingDb = QueryCountingDatabase(_plainSession.db);
_crdtSession = CrdtDatabaseSession(
_countingDb,
syncTables: benchmarkSyncTables,
);
await _crdtSession.db.initialize();
await onSetup();
}
Future<MergeMeasurement> measureMerge() async {
await setup();
try {
await measurePreparedCycles(
_warmupMillis,
prepare: prepareCycle,
run: run,
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validate: validateCycle,
);
_timedQueries = 0;
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_timedRowsRead = 0;
_timedRowsReadByType.clear();
_timedRuns = 0;
final averageMicroseconds = await measurePreparedCycles(
_measurementMillis,
prepare: prepareCycle,
run: run,
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validate: validateCycle,
);
return (
averageMicroseconds: averageMicroseconds,
averageQueries: _timedQueries / _timedRuns,
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averageRowsRead: _timedRowsRead / _timedRuns,
averageRowsReadByType: {
for (final entry in _timedRowsReadByType.entries)
entry.key: entry.value / _timedRuns,
},
);
} finally {
await teardown();
}
}
@override
Future<void> run() async {
final queriesBefore = _countingDb.queryCount;
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final rowsBefore = _countingDb.rowsRead;
final rowsByTypeBefore = Map.of(_countingDb.rowsReadByType);
await _crdtSession.db.mergeChanges(_mergeSet, scopeId: _userId);
_timedQueries += _countingDb.queryCount - queriesBefore;
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_timedRowsRead += _countingDb.rowsRead - rowsBefore;
for (final entry in _countingDb.rowsReadByType.entries) {
final count = entry.value - (rowsByTypeBefore[entry.key] ?? 0);
if (count == 0) continue;
_timedRowsReadByType.update(
entry.key,
(total) => total + count,
ifAbsent: () => count,
);
}
_timedRuns++;
}
@override
Future<void> teardown() async {
if (!_hasOpenSession) {
return;
}
await _plainSession.close();
_hasOpenSession = false;
deleteDatabaseFiles(_dbFile);
}
}
/// Benchmarks plain merge operations using the wide [Types] row, like
/// [TypesTableBenchmark] does for local mutations.
class TypesMergeBenchmark extends MergeScenarioBenchmark {
TypesMergeBenchmark(
super.name, {
required this.operation,
required this.changeCount,
});
/// Minimal blob column payload (shared; column stays non-null with zero bytes).
static final ByteData _emptyBlob = ByteData(0);
final MergeOperation operation;
final int changeCount;
List<Types> _seededRows = [];
@override
String get resultTitle => operation.name.toUpperCase();
@override
int get changesPerBatch => changeCount;
@override
String? get batchDescription {
if (operation != MergeOperation.mixed) return null;
final composition = mixedMergeComposition(changeCount);
return '${formatter0.format(composition.inserts)} inserts + '
'${formatter0.format(composition.updates)} updates + '
'${formatter0.format(composition.deletes)} deletes';
}
Types _createTypesRow(int i, DateTime baseTimestamp) {
return Types(
id: const Uuid().v7obj(),
aBool: i.isEven,
aDateTime: baseTimestamp.add(Duration(seconds: i)),
aText: 'Text $i',
anInt: i,
anInt64: BigInt.from(i),
aReal: i.toDouble(),
aBlob: _emptyBlob,
anEnum: null,
optionalText: null,
optionalUuid: const Uuid().v7obj(),
);
}
List<Types> _createTypesRows(int count) {
final baseTimestamp = DateTime.now();
final start = _valueSeq;
_valueSeq += count;
return List.generate(
count,
(j) => _createTypesRow(start + j, baseTimestamp),
);
}
CrdtMergeUpdate _typesUpdateChangeFor(Types row) {
final i = _nextSeq();
final (columnName, value) = switch (i % 3) {
0 => (Types.t.aText.columnName, 'Updated $i' as Object?),
1 => (Types.t.anInt.columnName, i as Object?),
_ => (Types.t.aReal.columnName, i.toDouble() as Object?),
};
return updateChangeFor(row, columnName, value);
}
Future<List<Types>> _mergeInsertRows(int count) async {
final rows = _createTypesRows(count);
await mergeSeedRows(rows);
return rows;
}
@override
Future<void> onSetup() async {
if (operation == MergeOperation.update) {
_seededRows = await _mergeInsertRows(changeCount);
}
}
@override
Future<void> prepareCycle() async {
switch (operation) {
case MergeOperation.insert:
_mergeSet = [
for (final row in _createTypesRows(changeCount)) insertChangeFor(row),
];
case MergeOperation.update:
_mergeSet = [
for (final row in _seededRows) _typesUpdateChangeFor(row),
];
case MergeOperation.delete:
final rows = await _mergeInsertRows(changeCount);
_mergeSet = [for (final row in rows) deleteChangeFor(row)];
case MergeOperation.mixed:
final composition = mixedMergeComposition(changeCount);
final existingRows = await _mergeInsertRows(
composition.updates + composition.deletes,
);
_mergeSet = [
for (final row in _createTypesRows(composition.inserts)) insertChangeFor(row),
for (final row in existingRows.take(composition.updates))
_typesUpdateChangeFor(row),
for (final row in existingRows.skip(composition.updates))
deleteChangeFor(row),
];
}
}
}
/// Benchmarks merging inserts that all collide with existing rows on unique
/// columns, forcing the unique conflict resolver to release every loser.
///
/// Half of the batch collides on a text unique column ([Unique.name], released
/// with a suffix) and half on a UUID unique column ([UniqueUuid.value],
/// released with a synthetic UUID).
class UniqueMergeBenchmark extends MergeScenarioBenchmark {
UniqueMergeBenchmark(super.name, {required this.changeCount});
final int changeCount;
int get _uuidCount => changeCount ~/ 2;
int get _textCount => changeCount - _uuidCount;
@override
String get resultTitle => 'UNIQUE CONFLICT';
@override
int get changesPerBatch => changeCount;
@override
String get batchDescription =>
'${formatter0.format(_textCount)} text + '
'${formatter0.format(_uuidCount)} uuid conflicting inserts';
@override
Future<void> prepareCycle() async {
final textRows = [
for (var j = 0; j < _textCount; j++)
Unique(id: const Uuid().v7obj(), name: 'name ${_nextSeq()}'),
];
final uuidRows = [
for (var j = 0; j < _uuidCount; j++)
UniqueUuid(id: const Uuid().v7obj(), value: const Uuid().v7obj()),
];
await mergeSeedRows([...textRows, ...uuidRows]);
// New row ids reusing the seeded unique values: every insert conflicts.
_mergeSet = [
for (final row in textRows)
insertChangeFor(Unique(id: const Uuid().v7obj(), name: row.name)),
for (final row in uuidRows)
insertChangeFor(
UniqueUuid(id: const Uuid().v7obj(), value: row.value),
),
];
}
}
/// Benchmarks merges over the FK chain model graph, where foreign key
/// invariants force existence checks per change and a foreign key projection
/// pass over the affected tables after the batch.
///
/// Each family is 9 related rows spanning cascade, set-null and restrict
/// `onDelete` actions across three levels:
///
/// root ← cascadeMiddle ← restrictBlocker ← {cascade, set-null} children
/// ← setNullMiddle ← {cascade, restrict, set-null} children
class FkChainMergeBenchmark extends MergeScenarioBenchmark {
FkChainMergeBenchmark(
super.name, {
required this.operation,
required int changeCount,
}) : familyCount = max(1, changeCount ~/ rowsPerFamily);
/// Rows created by [_createFamily].
static const rowsPerFamily = 9;
/// Timed delete changes per family (root and restrict blocker).
static const _deletesPerFamily = 2;
final FkChainOperation operation;
final int familyCount;
@override
String get resultTitle => 'FK CHAIN ${operation.name.toUpperCase()}';
@override
int get changesPerBatch => switch (operation) {
FkChainOperation.insert => familyCount * rowsPerFamily,
FkChainOperation.delete => familyCount * _deletesPerFamily,
};
String get _familiesLabel =>
'${formatter0.format(familyCount)} '
'${familyCount == 1 ? 'family' : 'families'}';
@override
String get batchDescription => switch (operation) {
FkChainOperation.insert => '$_familiesLabel × $rowsPerFamily related rows',
FkChainOperation.delete =>
'root + restrict blocker deletes across '
'$_familiesLabel of $rowsPerFamily rows',
};
/// Creates one family of related rows in dependency order, so parents are
/// merged before the children referencing them.
_FkChainFamily _createFamily(int i) {
final root = FkChainRoot(id: const Uuid().v7obj(), name: 'root $i');
final cascadeMiddle = FkChainCascadeMiddle(
id: const Uuid().v7obj(),
name: 'cascade middle $i',
rootId: root.id,
);
final restrictBlocker = FkChainRestrictBlocker(
id: const Uuid().v7obj(),
name: 'restrict blocker $i',
cascadeMiddleId: cascadeMiddle.id,
);
final setNullMiddle = FkChainSetNullMiddle(
id: const Uuid().v7obj(),
name: 'set-null middle $i',
cascadeMiddleId: cascadeMiddle.id,
);
final rows = <TableRow<UuidValue?>>[
root,
cascadeMiddle,
restrictBlocker,
setNullMiddle,
FkChainMiddleCascadeChild(
id: const Uuid().v7obj(),
name: 'middle cascade child $i',
restrictBlockerId: restrictBlocker.id,
),
FkChainMiddleSetNullChild(
id: const Uuid().v7obj(),
name: 'middle set-null child $i',
restrictBlockerId: restrictBlocker.id,
),
FkChainSetNullCascadeChild(
id: const Uuid().v7obj(),
name: 'set-null cascade child $i',
setNullMiddleId: setNullMiddle.id,
),
FkChainSetNullRestrictChild(
id: const Uuid().v7obj(),
name: 'set-null restrict child $i',
setNullMiddleId: setNullMiddle.id,
),
FkChainSetNullSetNullChild(
id: const Uuid().v7obj(),
name: 'set-null set-null child $i',
setNullMiddleId: setNullMiddle.id,
),
];
return (root: root, restrictBlocker: restrictBlocker, rows: rows);
}
List<_FkChainFamily> _createFamilies() {
return List.generate(familyCount, (_) => _createFamily(_nextSeq()));
}
@override
Future<void> prepareCycle() async {
switch (operation) {
case FkChainOperation.insert:
_mergeSet = [
for (final family in _createFamilies())
for (final row in family.rows) insertChangeFor(row),
];
case FkChainOperation.delete:
final families = _createFamilies();
await mergeSeedRows([
for (final family in families) ...family.rows,
]);
// Deleting the restrict blocker first unblocks the cascade from the
// root through the middle tables, projecting the whole family.
_mergeSet = [
for (final family in families) ...[
deleteChangeFor(family.restrictBlocker),
deleteChangeFor(family.root),
],
];
}
}
}
typedef _FkChainFamily = ({
FkChainRoot root,
FkChainRestrictBlocker restrictBlocker,
List<TableRow<UuidValue?>> rows,
});
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/// Measures SET DEFAULT projection with many independent town/company pairs.
/// Compares deleting/restoring an original parent with changing the shared
/// default target, which also requires looking up implicit dependencies.
class SetDefaultMergeBenchmark extends MergeScenarioBenchmark {
SetDefaultMergeBenchmark(
super.name, {
required this.operation,
required this.pairCount,
}) {
if (pairCount < 1) {
throw ArgumentError.value(pairCount, 'pairCount', 'Must be >= 1');
}
}
static const _defaultTownId = UuidValue.raw('550e8400-e29b-41d4-a716-446655440000');
final SetDefaultOperation operation;
final int pairCount;
late List<Town> _towns;
late List<Company> _companies;
late Town _defaultTown;
var _cycle = 0;
var _visibilityFlag = 1;
@override
String get resultTitle =>
'SET DEFAULT ${switch (operation) {
SetDefaultOperation.originalDeleteOrRestore => 'ORIGINAL DELETE / RESTORE',
SetDefaultOperation.defaultDeleteOrRestore => 'DEFAULT DELETE / RESTORE',
}}';
@override
int get changesPerBatch => 1;
@override
String get batchDescription =>
'${formatter0.format(pairCount)} town/company pairs sharing one default';
@override
Future<void> onSetup() async {
_cycle = 0;
_visibilityFlag = 1;
_defaultTown = Town(id: _defaultTownId, name: 'default');
_towns = [
for (var i = 0; i < pairCount; i++)
Town(id: const Uuid().v7obj(), name: 'town $i'),
];
_companies = [
for (var i = 0; i < pairCount; i++)
Company(id: const Uuid().v7obj(), name: 'company $i', townId: _towns[i].id),
];
await mergeSeedRows([
_defaultTown,
..._towns,
..._companies,
]);
}
bool get _alternate => _cycle.isOdd;
Town get _changedTown => switch (operation) {
SetDefaultOperation.originalDeleteOrRestore => _towns.first,
SetDefaultOperation.defaultDeleteOrRestore => _defaultTown,
};
UuidValue get _expectedTownId =>
operation == SetDefaultOperation.originalDeleteOrRestore && _alternate
? _defaultTownId
: _towns.first.id!;
@override
Future<void> prepareCycle() async {
_cycle++;
_mergeSet = [_visibilityChange(_changedTown)];
}
CrdtMergeDelete _visibilityChange(Town town) {
final hlc = _nextRemoteHlc();
// HLC advancement alone cannot supersede a higher visibility flag. Advance
// both on every delete/restore so no measured cycle becomes a stale no-op.
return CrdtMergeDelete(
uuidScopeId: _userId,
tableName: Town.t.tableName,
uuidRowId: town.id!,
uuidNodeId: hlc.nodeId,
hlcDatetime: hlc.datetime,
hlcCounter: hlc.counter,
clFlag: ++_visibilityFlag,
reason: _alternate
? CrdtDataDeletedReason.userDelete
: CrdtDataDeletedReason.userReinsert,
);
}
@override
Future<void> validateCycle() async {
final company = await Company.db.findById(_crdtSession, _companies.first.id!);
if (company == null || company.townId != _expectedTownId) {
throw StateError('$name cycle $_cycle did not project the company as expected.');
}
final visibleTown = await Town.db.findById(_crdtSession, _changedTown.id!);
if ((visibleTown == null) != _alternate) {
throw StateError('$name cycle $_cycle did not apply its visibility change.');
}
}
}