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F1: the SDK applies its m_startOfData Partial rule to forward reads only; ours now does too (AggregateEvaluator.EvaluateAll + TimeWeightedAggregator). New reverse late-start parity tests through the SDK oracle (unit) and real SQL (conformance, both backends). F2: AggregateEvaluator.NeedsEarliestSample — the earliest-sample query runs only for forward reads of aggregates other than Average, and is bounded by the window end (SqlServer < @end, QuestDB ts < $2). F3: per-sample SDK parity extended to Range, Start, End, Delta, Min/Max ActualTime and PercentGood/Bad (oracle maps StatusAggregateCalculator); pre-existing definitional differences masked and marked #680. Docs: Historian.md Partial/SDK-parity sections, CLAUDE.md bullet.