├── .github └── workflows │ └── codeql.yml ├── .gitignore ├── Documentation ├── BestPractices.pdf ├── DocSources │ ├── BestPractices.docx │ ├── HighAvailability.docx │ ├── Ingress.docx │ ├── TrillInternals.docx │ ├── TrillQueryWritingGuide.docx │ └── UserDefinedAggregates.docx ├── HighAvailability.pdf ├── Ingress.pdf ├── README.md ├── TrillInternals.pdf ├── TrillQueryWritingGuide.pdf └── UserDefinedAggregates.pdf ├── LICENSE ├── README.md ├── SECURITY.md ├── Sources ├── .editorconfig ├── CommonAssemblyInfo.cs ├── Core │ ├── Directory.Build.props │ ├── Microsoft.StreamProcessing.Provider │ │ ├── Core │ │ │ ├── Binary.cs │ │ │ ├── Temporal.cs │ │ │ └── Unary.cs │ │ ├── Extensions │ │ │ ├── GroupBy.cs │ │ │ ├── Join.cs │ │ │ ├── Linq.cs │ │ │ └── Windowing.cs │ │ ├── IGroupedWindow.cs │ │ ├── IQStreamable.cs │ │ ├── IQStreamableProvider.cs │ │ ├── IWindow.cs │ │ ├── Microsoft.StreamProcessing.Provider.csproj │ │ ├── QStreamable.cs │ │ ├── QStreamableProviderBase.cs │ │ ├── QStreamableVisitor.cs │ │ ├── QueryContext.cs │ │ └── Tests.cs │ └── Microsoft.StreamProcessing │ │ ├── Aggregates │ │ ├── AggregateCommon.txt │ │ ├── AggregateFunctions.cs │ │ ├── AggregateFunctionsTemplate.cs │ │ ├── AggregateFunctionsTemplate.tt │ │ ├── AggregateTemplates.cs │ │ ├── AggregateTemplates.tt │ │ ├── AverageAggregateTemplate.cs │ │ ├── AverageAggregateTemplate.tt │ │ ├── AverageSquareAggregateTemplate.cs │ │ ├── AverageSquareAggregateTemplate.tt │ │ ├── CountAggregate.cs │ │ ├── DiscriminatedAggregate.cs │ │ ├── GeneratedAggregate.cs │ │ ├── IAggregate.cs │ │ ├── IBinaryAggregate.cs │ │ ├── ListAggregateBase.cs │ │ ├── MinMaxAggregate.cs │ │ ├── MinMaxState.cs │ │ ├── PercentileContinuous.cs │ │ ├── PercentileDiscrete.cs │ │ ├── ProductAggregateTemplate.cs │ │ ├── ProductAggregateTemplate.tt │ │ ├── SingleOrDefaultAggregate.cs │ │ ├── SlidingMaxAggregate.cs │ │ ├── SlidingMinAggregate.cs │ │ ├── SortedMultisetAggregateBase.cs │ │ ├── StatisticalAggregate.cs │ │ ├── SumAggregateTemplate.cs │ │ ├── SumAggregateTemplate.tt │ │ ├── SumSquareAggregateTemplate.cs │ │ ├── SumSquareAggregateTemplate.tt │ │ ├── TopKAggregate.cs │ │ ├── TumblingMaxAggregate.cs │ │ └── TumblingMinAggregate.cs │ │ ├── CacheUtilities │ │ └── StreamableIO.cs │ │ ├── Collections │ │ ├── CacheKey.cs │ │ ├── CircularBuffer.cs │ │ ├── ColumnBatch.cs │ │ ├── ColumnPool.cs │ │ ├── DataStructurePool.cs │ │ ├── DoublingArrayPool.cs │ │ ├── EndPointHeap.cs │ │ ├── EndPointQueue.cs │ │ ├── FastDictionary.cs │ │ ├── FastDictionary2.cs │ │ ├── FastDictionary3.cs │ │ ├── FastLinkedList.cs │ │ ├── FastMap.cs │ │ ├── FastStack.cs │ │ ├── GlobalColumnPoolManager.cs │ │ ├── HashHelpers.cs │ │ ├── IEndPointOrderer.cs │ │ ├── MemoryPool.cs │ │ ├── MultiSet.cs │ │ ├── PooledCircularBuffer.cs │ │ ├── PrimeFuncs.cs │ │ ├── PriorityQueue.cs │ │ ├── RemovableEndPointHeap.cs │ │ ├── SafeConcurrentDictionary.cs │ │ ├── SortedMultiSet.cs │ │ ├── StreamMessage.cs │ │ └── StreamMessagePoolColumnar.cs │ │ ├── CompoundGroupKeyComparer.cs │ │ ├── CompoundPayloads.cs │ │ ├── Egress │ │ ├── Atemporal │ │ │ ├── AtemporalEgress.cs │ │ │ ├── AtemporalEgress.tt │ │ │ ├── AtemporalEgressObservable.cs │ │ │ ├── AtemporalEgressPipe.cs │ │ │ └── AtemporalEgressPipe.tt │ │ ├── AtemporalArray │ │ │ ├── AtemporalArrayEgress.cs │ │ │ ├── AtemporalArrayEgress.tt │ │ │ ├── AtemporalArrayEgressObservable.cs │ │ │ └── AtemporalArrayEgressPipe.cs │ │ ├── AtemporalEnumerable │ │ │ ├── AtemporalEnumerableEgress.cs │ │ │ ├── AtemporalEnumerableEgressPipe.cs │ │ │ ├── ChangeListEvent.cs │ │ │ ├── ChangeListEventKind.cs │ │ │ ├── ChangeListEventStatic.cs │ │ │ └── EvolvingStateEnumerable.cs │ │ ├── Binary │ │ │ ├── BinaryEgress.cs │ │ │ ├── BinaryEgress.tt │ │ │ └── BinaryStreamObserver.cs │ │ ├── EgressBoundary.cs │ │ ├── EgressPlanNode.cs │ │ ├── ReshapingPolicy.cs │ │ ├── StreamMessage │ │ │ ├── StreamMessageEgress.cs │ │ │ ├── StreamMessageEgressObservable.cs │ │ │ └── StreamMessageEgressPipe.cs │ │ ├── Temporal │ │ │ ├── TemporalEgress.cs │ │ │ ├── TemporalEgress.tt │ │ │ ├── TemporalEgressObservable.cs │ │ │ ├── TemporalEgressObservable.tt │ │ │ ├── TemporalEgressPipe.cs │ │ │ ├── TemporalEgressPipe.tt │ │ │ ├── TemporalEgressTemplate.cs │ │ │ ├── TemporalEgressTemplate.tt │ │ │ └── TemporalEgressTransformer.cs │ │ └── TemporalArray │ │ │ ├── TemporalArrayEgress.cs │ │ │ ├── TemporalArrayEgress.tt │ │ │ ├── TemporalArrayEgressObservable.cs │ │ │ ├── TemporalArrayEgressObservable.tt │ │ │ ├── TemporalArrayEgressPipe.cs │ │ │ ├── TemporalArrayEgressPipe.tt │ │ │ ├── TemporalArrayEgressTemplate.cs │ │ │ ├── TemporalArrayEgressTemplate.tt │ │ │ └── TemporalArrayEgressTransformer.cs │ │ ├── Events │ │ ├── StreamEvent.cs │ │ ├── StreamEvent.tt │ │ ├── StreamEventKind.cs │ │ └── StreamEventStatic.cs │ │ ├── Exceptions.cs │ │ ├── Fusible │ │ ├── ExpressionProfile.cs │ │ ├── FuseModule.cs │ │ ├── FusedObservable.cs │ │ ├── FusedObservablePipe.cs │ │ ├── FusedPlanNode.cs │ │ └── IFusibleStreamable.cs │ │ ├── IStreamObserver.cs │ │ ├── Ingress │ │ ├── Atemporal │ │ │ ├── AtemporalIngress.cs │ │ │ ├── AtemporalIngress.tt │ │ │ ├── AtemporalIngressStreamable.cs │ │ │ ├── AtemporalIngressSubscription.cs │ │ │ └── AtemporalIngressSubscription.tt │ │ ├── AtemporalArray │ │ │ ├── AtemporalArrayIngress.cs │ │ │ ├── AtemporalArrayIngress.tt │ │ │ ├── AtemporalArrayIngressStreamable.cs │ │ │ ├── AtemporalArrayIngressSubscription.cs │ │ │ └── AtemporalArrayIngressSubscription.tt │ │ ├── Binary │ │ │ ├── BinaryIngress.cs │ │ │ ├── BinaryIngress.tt │ │ │ ├── BinaryIngressReader.cs │ │ │ ├── BinaryIngressStreamable.cs │ │ │ ├── BinaryIngressStreamablePassive.cs │ │ │ └── StreamableSerializer.cs │ │ ├── DiagnosticObservable.cs │ │ ├── DiagnosticObservable.tt │ │ ├── IIngressStreamable.cs │ │ ├── ImpatienceSorter.cs │ │ ├── ImpatienceSorter.tt │ │ ├── Policies │ │ │ ├── DisorderPolicy.cs │ │ │ ├── FlushPolicy.cs │ │ │ ├── FlushPolicy.tt │ │ │ ├── OnCompletedPolicy.cs │ │ │ ├── PeriodicLowWatermarkPolicy.cs │ │ │ ├── PeriodicPunctuationPolicy.cs │ │ │ └── TimelinePolicy.cs │ │ ├── StreamMessage │ │ │ ├── StreamMessageIngress.cs │ │ │ ├── StreamMessageIngressStreamable.cs │ │ │ └── StreamMessageIngressSubscription.cs │ │ ├── StreamMessageIngressBase.cs │ │ ├── SubscriptionBase.cs │ │ ├── SubscriptionBase.tt │ │ ├── Temporal │ │ │ ├── TemporalIngress.cs │ │ │ ├── TemporalIngress.tt │ │ │ ├── TemporalIngressStreamable.cs │ │ │ ├── TemporalIngressStreamable.tt │ │ │ ├── TemporalIngressSubscription.cs │ │ │ ├── TemporalIngressSubscription.tt │ │ │ ├── TemporalIngressTemplate.cs │ │ │ ├── TemporalIngressTemplate.tt │ │ │ └── TemporalIngressTransformer.cs │ │ └── TemporalArray │ │ │ ├── TemporalArrayIngress.cs │ │ │ ├── TemporalArrayIngress.tt │ │ │ ├── TemporalArrayIngressStreamable.cs │ │ │ ├── TemporalArrayIngressStreamable.tt │ │ │ ├── TemporalArrayIngressSubscription.cs │ │ │ └── TemporalArrayIngressSubscription.tt │ │ ├── Microsoft.StreamProcessing.csproj │ │ ├── Operators │ │ ├── Afa │ │ │ ├── AfaDescriptor.cs │ │ │ ├── AfaInterfaces.cs │ │ │ ├── AfaMultiEventListTemplate.cs │ │ │ ├── AfaMultiEventListTemplate.tt │ │ │ ├── AfaMultiEventListTransformer.cs │ │ │ ├── AfaPlanNode.cs │ │ │ ├── AfaStreamable.cs │ │ │ ├── AfaTemplate.cs │ │ │ ├── AfaTemplate.tt │ │ │ ├── AfaTransformer.cs │ │ │ ├── AfaTypes.cs │ │ │ ├── Arc.cs │ │ │ ├── CompiledAfa.cs │ │ │ ├── CompiledAfaPipeBase.cs │ │ │ ├── CompiledGroupedAfaPipe_EventList.cs │ │ │ ├── CompiledGroupedAfaPipe_MultiEvent.cs │ │ │ ├── CompiledGroupedAfaPipe_MultiEventList.cs │ │ │ ├── CompiledGroupedAfaPipe_SingleEvent.cs │ │ │ ├── CompiledPartitionedAfaPipe_EventList.cs │ │ │ ├── CompiledPartitionedAfaPipe_MultiEvent.cs │ │ │ ├── CompiledPartitionedAfaPipe_MultiEventList.cs │ │ │ ├── CompiledPartitionedAfaPipe_SingleEvent.cs │ │ │ ├── CompiledUngroupedAfaPipe_EventList.cs │ │ │ ├── CompiledUngroupedAfaPipe_MultiEventList.cs │ │ │ ├── CompiledUngroupedAfaPipe_SingleEvent.cs │ │ │ ├── CompiledUngroupedDAfaPipe_SingleEvent.cs │ │ │ ├── GroupedAfaEventListTemplate.cs │ │ │ ├── GroupedAfaEventListTemplate.tt │ │ │ ├── GroupedAfaEventListTransformer.cs │ │ │ ├── GroupedAfaMultiEventTemplate.cs │ │ │ ├── GroupedAfaMultiEventTemplate.tt │ │ │ ├── GroupedAfaMultiEventTransformer.cs │ │ │ ├── GroupedAfaTemplate.cs │ │ │ ├── GroupedAfaTemplate.tt │ │ │ ├── GroupedAfaTransformer.cs │ │ │ ├── PatternMatcher.cs │ │ │ ├── Regex.cs │ │ │ ├── UngroupedAfaTemplate.cs │ │ │ ├── UngroupedAfaTemplate.tt │ │ │ ├── UngroupedAfaTransformer.cs │ │ │ ├── UngroupedDAfaTemplate.cs │ │ │ ├── UngroupedDAfaTemplate.tt │ │ │ └── UngroupedDAfaTransformer.cs │ │ ├── AlterLifetime │ │ │ ├── AlterLifetimeConstantDurationPipe.cs │ │ │ ├── AlterLifetimeConstantDurationStatelessPipe.cs │ │ │ ├── AlterLifetimePlanNode.cs │ │ │ ├── AlterLifetimeStartDependentDurationPipe.cs │ │ │ ├── AlterLifetimeStartDependentDurationStatelessPipe.cs │ │ │ ├── AlterLifetimeStreamable.cs │ │ │ ├── AlterLifetimeVariableDurationPipe.cs │ │ │ ├── PartitionedAlterLifetimeConstantDurationPipe.cs │ │ │ ├── PartitionedAlterLifetimeStartDependentDurationPipe.cs │ │ │ ├── PartitionedAlterLifetimeVariableDurationByKeyPipe.cs │ │ │ └── PartitionedAlterLifetimeVariableDurationPipe.cs │ │ ├── Beat │ │ │ ├── BeatPipe.cs │ │ │ ├── BeatPlanNode.cs │ │ │ ├── BeatStreamable.cs │ │ │ ├── BeatTemplate.cs │ │ │ ├── BeatTemplate.tt │ │ │ ├── BeatTransformer.cs │ │ │ └── PartitionedBeatPipe.cs │ │ ├── Clip │ │ │ ├── ClipJoinPipe.cs │ │ │ ├── ClipJoinStreamable.cs │ │ │ ├── ClipJoinTemplate.cs │ │ │ ├── ClipJoinTemplate.tt │ │ │ ├── ClipJoinTransformer.cs │ │ │ └── PartitionedClipJoinPipe.cs │ │ ├── ClipByConstant │ │ │ ├── ClipByConstantPipe.cs │ │ │ ├── ClipByConstantPlanNode.cs │ │ │ ├── ClipByConstantStreamable.cs │ │ │ ├── ClipByConstantTemplate.cs │ │ │ ├── ClipByConstantTemplate.tt │ │ │ ├── ClipByConstantTransformer.cs │ │ │ └── PartitionedClipByConstantPipe.cs │ │ ├── ColumnToRow │ │ │ ├── ColumnToRowPlanNode.cs │ │ │ ├── ColumnToRowStreamable.cs │ │ │ ├── ColumnToRowTemplate.cs │ │ │ ├── ColumnToRowTemplate.tt │ │ │ └── ColumnToRowTransformer.cs │ │ ├── DisjointUnion │ │ │ ├── DisjointUnionPipe.cs │ │ │ └── DisjointUnionStreamable.cs │ │ ├── EndEdgeFreeOutput │ │ │ ├── EndEdgeFreeOutputPipe.cs │ │ │ ├── EndEdgeFreeOutputPlanNode.cs │ │ │ ├── EndEdgeFreeOutputStreamable.cs │ │ │ ├── EndEdgeFreeOutputTemplate.cs │ │ │ ├── EndEdgeFreeOutputTemplate.tt │ │ │ ├── EndEdgeFreeOutputTransformer.cs │ │ │ └── PartitionedEndEdgeFreeOutputPipe.cs │ │ ├── EquiJoin │ │ │ ├── Basic │ │ │ │ ├── EquiJoinPipe.cs │ │ │ │ ├── EquiJoinTemplate.cs │ │ │ │ ├── EquiJoinTemplate.tt │ │ │ │ ├── EquijoinTransformer.cs │ │ │ │ ├── PartitionedEquiJoinPipe.cs │ │ │ │ ├── PartitionedEquiJoinPipeCompound.cs │ │ │ │ └── PartitionedEquiJoinPipeSimple.cs │ │ │ ├── EquiJoinStreamable.cs │ │ │ ├── FixedInterval │ │ │ │ ├── FixedIntervalEquiJoinPipe.cs │ │ │ │ ├── FixedIntervalEquiJoinTemplate.cs │ │ │ │ ├── FixedIntervalEquiJoinTemplate.tt │ │ │ │ ├── FixedIntervalEquijoinTransformer.cs │ │ │ │ ├── PartitionedFixedIntervalEquiJoinPipe.cs │ │ │ │ ├── PartitionedFixedIntervalEquiJoinPipeCompound.cs │ │ │ │ └── PartitionedFixedIntervalEquiJoinPipeSimple.cs │ │ │ ├── IncreasingOrder │ │ │ │ ├── IncreasingOrderEquiJoinPipe.cs │ │ │ │ ├── IncreasingOrderEquiJoinTemplate.cs │ │ │ │ ├── IncreasingOrderEquiJoinTemplate.tt │ │ │ │ └── IncreasingOrderEquiJoinTransformer.cs │ │ │ └── StartEdge │ │ │ │ ├── PartitionedStartEdgeEquiJoinPipe.cs │ │ │ │ ├── StartEdgeEquiJoinPipe.cs │ │ │ │ ├── StartEdgeEquiJoinTemplate.cs │ │ │ │ ├── StartEdgeEquiJoinTemplate.tt │ │ │ │ └── StartEdgeEquiJoinTransformer.cs │ │ ├── ExtendLifetime │ │ │ ├── ExtendLifetimeBaseTemplate.cs │ │ │ ├── ExtendLifetimeBaseTemplate.tt │ │ │ ├── ExtendLifetimeNegativePipe.cs │ │ │ ├── ExtendLifetimeNegativeTemplate.cs │ │ │ ├── ExtendLifetimeNegativeTemplate.tt │ │ │ ├── ExtendLifetimePipe.cs │ │ │ ├── ExtendLifetimePlanNode.cs │ │ │ ├── ExtendLifetimeStreamable.cs │ │ │ ├── ExtendLifetimeTemplate.cs │ │ │ ├── ExtendLifetimeTemplate.tt │ │ │ ├── ExtendLifetimeTransformer.cs │ │ │ ├── PartitionedExtendLifetimeNegativePipe.cs │ │ │ └── PartitionedExtendLifetimePipe.cs │ │ ├── Group │ │ │ ├── GroupPipe.cs │ │ │ ├── GroupPipe.tt │ │ │ ├── GroupPlanNode.cs │ │ │ ├── GroupStreamable.cs │ │ │ ├── GroupStreamable.tt │ │ │ ├── GroupTemplate.cs │ │ │ ├── GroupTemplate.tt │ │ │ └── GroupTransformer.cs │ │ ├── GroupedWindow │ │ │ ├── GroupedWindowPipe.cs │ │ │ ├── GroupedWindowPlanNode.cs │ │ │ ├── GroupedWindowStreamable.cs │ │ │ ├── GroupedWindowTemplate.cs │ │ │ ├── GroupedWindowTemplate.tt │ │ │ └── GroupedWindowTransformer.cs │ │ ├── LeftAntiSemiJoin │ │ │ ├── LeftAntiSemiJoinPipe.cs │ │ │ ├── LeftAntiSemiJoinStreamable.cs │ │ │ ├── LeftAntiSemiJoinTemplate.cs │ │ │ ├── LeftAntiSemiJoinTemplate.tt │ │ │ ├── LeftAntiSemiJoinTransformer.cs │ │ │ └── PartitionedLeftAntiSemiJoinPipe.cs │ │ ├── MapReduce │ │ │ ├── IMapDefinition.cs │ │ │ ├── Map2ReduceStreamable.cs │ │ │ ├── Map2ReduceStreamable.tt │ │ │ ├── MapDefinition.cs │ │ │ ├── MapDefinition.tt │ │ │ ├── MapReduceStreamable.cs │ │ │ ├── MapReduceStreamable.tt │ │ │ └── MultiUnionStreamable.cs │ │ ├── Multicast │ │ │ ├── BinaryMulticastStreamable.cs │ │ │ ├── ConnectableStreamable.cs │ │ │ ├── ConnectableStreamableBase.cs │ │ │ ├── DependentStreamable.cs │ │ │ ├── IConnectableStreamable.cs │ │ │ ├── MulticastPlanNode.cs │ │ │ └── MulticastStreamable.cs │ │ ├── Partition │ │ │ ├── PartitionPipe.cs │ │ │ ├── PartitionPlanNode.cs │ │ │ └── PartitionStreamable.cs │ │ ├── PointAtEnd │ │ │ ├── PartitionedPointAtEndPipe.cs │ │ │ ├── PointAtEndPipe.cs │ │ │ ├── PointAtEndPlanNode.cs │ │ │ ├── PointAtEndStreamable.cs │ │ │ ├── PointAtEndTemplate.cs │ │ │ ├── PointAtEndTemplate.tt │ │ │ ├── PointAtEndTransformer.cs │ │ │ └── StatelessPointAtEndPipe.cs │ │ ├── QuantizeLifetime │ │ │ ├── PartitionedQuantizeLifetimePipe.cs │ │ │ ├── QuantizeLifetimePipe.cs │ │ │ ├── QuantizeLifetimePlanNode.cs │ │ │ ├── QuantizeLifetimeStreamable.cs │ │ │ ├── QuantizeLifetimeTemplate.cs │ │ │ ├── QuantizeLifetimeTemplate.tt │ │ │ ├── QuantizeLifetimeTransformer.cs │ │ │ └── StatelessQuantizeLifetimePipe.cs │ │ ├── RowToColumn │ │ │ ├── RowToColumnPlanNode.cs │ │ │ ├── RowToColumnStreamable.cs │ │ │ ├── RowToColumnTemplate.cs │ │ │ ├── RowToColumnTemplate.tt │ │ │ └── RowToColumnTransformer.cs │ │ ├── Select │ │ │ ├── SelectPipe.cs │ │ │ ├── SelectPipe.tt │ │ │ ├── SelectPlanNode.cs │ │ │ ├── SelectStreamable.cs │ │ │ ├── SelectTemplate.cs │ │ │ ├── SelectTemplate.tt │ │ │ └── SelectTransformer.cs │ │ ├── SelectMany │ │ │ ├── SelectManyPipe.cs │ │ │ ├── SelectManyPipe.tt │ │ │ ├── SelectManyPlanNode.cs │ │ │ ├── SelectManyStreamable.cs │ │ │ ├── SelectManyTemplate.cs │ │ │ ├── SelectManyTemplate.tt │ │ │ └── SelectManyTransformer.cs │ │ ├── SessionWindow │ │ │ ├── PartitionedSessionWindowPipe.cs │ │ │ ├── SessionWindowPipe.cs │ │ │ ├── SessionWindowPipeStateless.cs │ │ │ ├── SessionWindowPlanNode.cs │ │ │ ├── SessionWindowStreamable.cs │ │ │ ├── SessionWindowTemplate.cs │ │ │ ├── SessionWindowTemplate.tt │ │ │ └── SessionWindowTransformer.cs │ │ ├── Shuffle │ │ │ ├── ShufflePipe.cs │ │ │ ├── ShufflePipe.tt │ │ │ ├── ShuffleStreamable.cs │ │ │ ├── ShuffleStreamable.tt │ │ │ ├── ShuffleTemplate.cs │ │ │ ├── ShuffleTemplate.tt │ │ │ └── ShuffleTransformer.cs │ │ ├── Shufflecast │ │ │ ├── ShufflecastPipe.cs │ │ │ └── ShufflecastStreamable.cs │ │ ├── SnapshotWindow │ │ │ ├── AggregateTempateClasses.cs │ │ │ ├── AggregateTemplate.cs │ │ │ ├── AggregateTemplate.tt │ │ │ ├── Hopping │ │ │ │ ├── PartitionedSnapshotWindowHoppingPipe.cs │ │ │ │ ├── PartitionedSnapshotWindowHoppingPipeSimple.cs │ │ │ │ ├── SnapshotWindowHoppingPipe.cs │ │ │ │ ├── SnapshotWindowHoppingPipeSimple.cs │ │ │ │ ├── SnapshotWindowHoppingTemplate.cs │ │ │ │ └── SnapshotWindowHoppingTemplate.tt │ │ │ ├── PriorityQueue │ │ │ │ ├── PartitionedSnapshotWindowPriorityQueuePipe.cs │ │ │ │ ├── PartitionedSnapshotWindowPriorityQueuePipeSimple.cs │ │ │ │ ├── SnapshotWindowPriorityQueuePipe.cs │ │ │ │ ├── SnapshotWindowPriorityQueuePipeSimple.cs │ │ │ │ ├── SnapshotWindowPriorityQueueTemplate.cs │ │ │ │ └── SnapshotWindowPriorityQueueTemplate.tt │ │ │ ├── Sliding │ │ │ │ ├── PartitionedSnapshotWindowSlidingPipe.cs │ │ │ │ ├── PartitionedSnapshotWindowSlidingPipeSimple.cs │ │ │ │ ├── SnapshotWindowSlidingPipe.cs │ │ │ │ ├── SnapshotWindowSlidingPipeSimple.cs │ │ │ │ ├── SnapshotWindowSlidingTemplate.cs │ │ │ │ └── SnapshotWindowSlidingTemplate.tt │ │ │ ├── SnapshotWindowPlanNode.cs │ │ │ ├── SnapshotWindowStreamable.cs │ │ │ ├── StartEdge │ │ │ │ ├── PartitionedSnapshotWindowStartEdgePipe.cs │ │ │ │ ├── PartitionedSnapshotWindowStartEdgePipeSimple.cs │ │ │ │ ├── SnapshotWindowStartEdgePipe.cs │ │ │ │ ├── SnapshotWindowStartEdgePipeSimple.cs │ │ │ │ ├── SnapshotWindowStartEdgeTemplate.cs │ │ │ │ └── SnapshotWindowStartEdgeTemplate.tt │ │ │ └── Tumbling │ │ │ │ ├── PartitionedSnapshotWindowTumblingPipe.cs │ │ │ │ ├── PartitionedSnapshotWindowTumblingPipeSimple.cs │ │ │ │ ├── SnapshotWindowTumblingPipe.cs │ │ │ │ ├── SnapshotWindowTumblingPipeSimple.cs │ │ │ │ ├── SnapshotWindowTumblingTemplate.cs │ │ │ │ └── SnapshotWindowTumblingTemplate.tt │ │ ├── SprayGroupImport │ │ │ ├── SparyGroupImportPlanNode.cs │ │ │ ├── SprayGroupImportPipe.cs │ │ │ └── SprayGroupImportStreamable.cs │ │ ├── Stitch │ │ │ ├── PartitionedStitchPipe.cs │ │ │ ├── StitchPipe.cs │ │ │ ├── StitchPlanNode.cs │ │ │ ├── StitchStreamable.cs │ │ │ ├── StitchTemplate.cs │ │ │ ├── StitchTemplate.tt │ │ │ └── StitchTransformer.cs │ │ ├── Ungroup │ │ │ ├── UngroupPipe.cs │ │ │ ├── UngroupPipe.tt │ │ │ ├── UngroupPlanNode.cs │ │ │ ├── UngroupStreamable.cs │ │ │ ├── UngroupStreamable.tt │ │ │ ├── UngroupTemplate.cs │ │ │ ├── UngroupTemplate.tt │ │ │ └── UngroupTransform.cs │ │ ├── Union │ │ │ ├── PartitionedUnionPipe.cs │ │ │ ├── UnionPipe.cs │ │ │ ├── UnionPlanNode.cs │ │ │ ├── UnionStreamable.cs │ │ │ ├── UnionTemplate.cs │ │ │ ├── UnionTemplate.tt │ │ │ └── UnionTransformer.cs │ │ └── Where │ │ │ ├── MultiStringTransforms.cs │ │ │ ├── WherePipe.cs │ │ │ ├── WherePlanNode.cs │ │ │ ├── WhereStreamable.cs │ │ │ ├── WhereTemplate.cs │ │ │ ├── WhereTemplate.tt │ │ │ └── WhereTransformer.cs │ │ ├── Pipes │ │ ├── BinaryPipe.cs │ │ ├── BinaryPlanNode.cs │ │ ├── Checkpointable.cs │ │ ├── Pipe.cs │ │ ├── SchemaSerializationAttribute.cs │ │ ├── UnaryPipe.cs │ │ └── UnaryPlanNode.cs │ │ ├── PlanNode.cs │ │ ├── Properties │ │ └── AssemblyInfo.cs │ │ ├── QueryContainer.cs │ │ ├── Scheduler │ │ ├── IScheduler.cs │ │ ├── NullScheduler.cs │ │ └── ProgressiveScheduler.cs │ │ ├── Serializer │ │ ├── Encoders │ │ │ ├── BinaryBase.cs │ │ │ ├── BinaryDecoder.cs │ │ │ └── BinaryEncoder.cs │ │ ├── GeneratedSubtypes │ │ │ ├── FastDictionaryGenerator.cs │ │ │ ├── FastDictionaryGenerator.tt │ │ │ ├── GeneratedFastDictionary.cs │ │ │ ├── GeneratedFastDictionary.tt │ │ │ ├── GeneratedSortedDictionary.cs │ │ │ ├── GeneratedSortedDictionary.tt │ │ │ └── SortedDictionaryGenerator.cs │ │ ├── ISurrogate.cs │ │ ├── SerializerSettings.cs │ │ ├── Serializers │ │ │ ├── ArraySerializer.cs │ │ │ ├── ClassSerializer.cs │ │ │ ├── EnumSerializer.cs │ │ │ ├── EnumerableSerializer.cs │ │ │ ├── MultidimensionalArraySerializer.cs │ │ │ ├── ObjectSerializerBase.cs │ │ │ ├── PrimitiveSerializer.cs │ │ │ ├── RecordFieldSerializer.cs │ │ │ ├── ReflectionSchemaBuilder.cs │ │ │ ├── SurrogateSerializer.cs │ │ │ └── UnionSerializer.cs │ │ ├── StateSerializer.cs │ │ └── StreamSerializer.cs │ │ ├── Sharding │ │ ├── IShardedStreamable.cs │ │ ├── ShardedStreamCache.cs │ │ ├── ShardedStreamSerialization.cs │ │ ├── ShardedStreamable.cs │ │ └── ShardedStreamableExtensions.cs │ │ ├── StreamProcessing.nuspec │ │ ├── StreamProperties │ │ ├── StreamProperties.cs │ │ └── StreamPropertiesExtensions.cs │ │ ├── StreamableAPI │ │ ├── AfaExtensions.cs │ │ ├── GroupAggregateTemplate.cs │ │ ├── GroupAggregateTemplate.tt │ │ ├── LifetimeExtensions.cs │ │ ├── PatternExtensions.cs │ │ ├── PivotExtensions.cs │ │ ├── SelectExtensions.cs │ │ ├── StreamableExtensions.cs │ │ ├── StreamableExtensionsTemplate.cs │ │ ├── StreamableExtensionsTemplate.tt │ │ ├── Templates.cs │ │ └── Templates.tt │ │ ├── Streamables │ │ ├── BinaryStreamable.cs │ │ ├── IStreamable.cs │ │ ├── SetPropertyStreamable.cs │ │ ├── Streamable.cs │ │ └── UnaryStreamable.cs │ │ ├── StringHandling │ │ ├── CharArrayPool.cs │ │ ├── CharArrayWrapper.cs │ │ ├── MultiString.cs │ │ └── MyStringBuilder.cs │ │ ├── Transformer │ │ ├── CommonBaseTemplate.cs │ │ ├── CommonBinaryTemplate.cs │ │ ├── CommonPipeTemplate.cs │ │ ├── CommonUnaryTemplate.cs │ │ ├── EventBatchManager.cs │ │ ├── MemoryPoolTemplate.cs │ │ ├── MemoryPoolTemplate.tt │ │ ├── SafeBatchTemplate.cs │ │ ├── SafeBatchTemplate.tt │ │ ├── SelectTransformation.cs │ │ └── TemplateClasses.cs │ │ ├── Utilities │ │ ├── CallInlinerTemplate.cs │ │ ├── CallInlinerTemplate.tt │ │ ├── ComparerExpression.cs │ │ ├── ComparerExpressionExtensions.cs │ │ ├── ComparerExtensions.cs │ │ ├── Config.cs │ │ ├── Empty.cs │ │ ├── EqualityComparerExpression.cs │ │ ├── ExpressionExtensions.cs │ │ ├── Native32.cs │ │ ├── RxReplacements.cs │ │ ├── StructTupleTemplate.cs │ │ ├── StructTupleTemplate.tt │ │ ├── Templates.cs │ │ ├── Templates.tt │ │ ├── TransformerExtensions.cs │ │ ├── TypeExtensions.cs │ │ └── Utility.cs │ │ └── Windows │ │ ├── FilteredWindowTemplate.cs │ │ ├── FilteredWindowTemplate.tt │ │ ├── Window.cs │ │ ├── WindowTemplate.cs │ │ └── WindowTemplate.tt ├── Directory.Build.props ├── Microsoft.StreamProcessing.ruleset ├── Nuget.config ├── Test │ ├── Directory.Build.props │ ├── Microsoft.StreamProcessing.Test.ruleset │ ├── SimpleTesting │ │ ├── AdHocTests.cs │ │ ├── Aggregates │ │ │ ├── AverageAggregate.cs │ │ │ ├── CompoundAggregate.cs │ │ │ ├── CountAggregate.cs │ │ │ ├── GroupAggregate.cs │ │ │ ├── MaxAggregate.cs │ │ │ ├── MinAggregate.cs │ │ │ ├── PerKeyAggregate.cs │ │ │ ├── PercentileAggregates.cs │ │ │ ├── SumAggregate.cs │ │ │ ├── TopKAggregate.cs │ │ │ └── WhereAggregate.cs │ │ ├── CheckpointRestoreTests.cs │ │ ├── CheckpointRestoreTests.tt │ │ ├── Collections │ │ │ ├── AbstractEventBatch.cs │ │ │ ├── EndPointHeapTest.cs │ │ │ ├── EndPointQueueTest.cs │ │ │ ├── FastListTest.cs │ │ │ ├── FastMapTest.cs │ │ │ └── RemovableEndPointHeapTest.cs │ │ ├── ColumnarTests.cs │ │ ├── Common.cs │ │ ├── IngressEgress │ │ │ ├── DisorderedIngressAndEgressTests.cs │ │ │ ├── DisorderedIngressAndEgressTests.tt │ │ │ ├── FlushPolicyTestMatrixBase.cs │ │ │ ├── FlushPolicyTests.cs │ │ │ ├── FlushPolicyTests.tt │ │ │ ├── IngressAndEgressTests.cs │ │ │ ├── IngressAndEgressTests.tt │ │ │ ├── ReorderPolicyTests.cs │ │ │ └── ReorderPolicyTests.tt │ │ ├── Macros │ │ │ ├── AdjustColumns.cs │ │ │ ├── AdjustColumns.tt │ │ │ ├── LeftOuterJoinTests.cs │ │ │ ├── LeftOuterJoinTests.tt │ │ │ ├── PivotUnpivot.cs │ │ │ └── PivotUnpivot.tt │ │ ├── MultiStringTests.cs │ │ ├── Partitioned │ │ │ ├── PartitionedIngressAndEgressConceptDemos.cs │ │ │ ├── PartitionedIngressAndEgressTestMatrixBases.cs │ │ │ ├── PartitionedIngressAndEgressTestsDisordered.cs │ │ │ ├── PartitionedIngressAndEgressTestsDisordered.tt │ │ │ ├── PartitionedIngressAndEgressTestsOrdered.cs │ │ │ ├── PartitionedIngressAndEgressTestsOrdered.tt │ │ │ ├── PartitionedLaggingCleanupTests.cs │ │ │ └── PartitionedStreamTests.cs │ │ ├── Program.cs │ │ ├── Serializer │ │ │ ├── EnumerableSerializationTests.cs │ │ │ ├── NestedTypeSerializationTest.cs │ │ │ ├── SerializabilityTypeScan.cs │ │ │ └── SurrogateTests.cs │ │ ├── SimpleTesting.csproj │ │ ├── SimpleTests.cs │ │ ├── SimpleTests.tt │ │ ├── SnapshotTests.cs │ │ ├── SnapshotTests.tt │ │ └── Streamables │ │ │ ├── AfaTests.cs │ │ │ ├── BeatStreamableTest.cs │ │ │ ├── ClipStreamableTest.cs │ │ │ ├── DisjointUnionTest.cs │ │ │ ├── EquiJoinStreamableTest.cs │ │ │ ├── ExtendLifetimeTest.cs │ │ │ ├── GroupKeyLifetimeTest.cs │ │ │ ├── GroupStreamableTests.cs │ │ │ ├── GroupStreamableTests.tt │ │ │ ├── JoinTests.cs │ │ │ ├── JoinTests.tt │ │ │ ├── LeftAntiSemiJoinStreamableTest.cs │ │ │ ├── PointAtEndTest.cs │ │ │ ├── QuantizeLifetimeTests.cs │ │ │ ├── QuantizeLifetimeTests.tt │ │ │ ├── ShuffleStreamableTests.cs │ │ │ ├── ShuffleStreamableTests.tt │ │ │ ├── StitchTest.cs │ │ │ └── WhereTest.cs │ ├── TrillPerf │ │ ├── IPerfTestState.cs │ │ ├── PerfTestAttribute.cs │ │ ├── PerfTestManager.cs │ │ ├── PerformanceTesting.csproj │ │ ├── Program.cs │ │ ├── Streamables │ │ │ └── EquiJoinStreamablePerfTest.cs │ │ └── YahooBenchmark │ │ │ ├── DataGenerator.cs │ │ │ └── PrimaryQuery.cs │ └── app.config ├── Trill.sln └── TrillKey.snk └── azure-pipelines.yml /.github/workflows/codeql.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Trill/HEAD/.github/workflows/codeql.yml 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