feat: add dataset grain and aggregate reconciliation rules

feat: add dataset grain and aggregate reconciliation rulesphlohouse/phlo #1198 · 3 diagrams

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01 / 04grain and reconcile_aggregate factories addedAuthors can declare composite grain rules and cross-relation aggregate checks. adds grain and reconcile_aggregate in +84 −1.
02 / 04Dataset constraints runner added to PanderaChecks run through SQL queries and return scalar metrics instead of table rows. compares aggregates with Decimal precision in +126 −0.
03 / 04Query runner now routes constraints to SQLAggregate comparisons pull scalar query outputs directly through runtime connections. calls on .
04 / 04Everything this change touchedThe rule factories, Pandera SQL constraint runner, and test verification.

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