Brummel e2c550f2f9 feat(aura-engine): monte_carlo family — McFamily over a seed set (C12 axis 4)
`monte_carlo(base_point, seeds, run_one) -> McFamily`, the Monte-Carlo
orchestration family: a fixed base point run over a seed set, each seed a
disjoint C1 realization. C12 axis 4 — Monte-Carlo IS a sweep over seeds, so it
reuses the disjoint-parallel executor rather than forking a run loop.

The reuse is realized by extracting the index-parallel core out of
`sweep_with_threads` into a `pub(crate) run_indexed<T>` (generic over the
per-job result, over a 0..n job range); `sweep_with_threads` becomes a thin
adapter over it. Behaviour-preserving (C1/C11/C23): the three pre-existing sweep
tests stay green — they ARE the proof the refactor preserved behaviour. A small
incidental win: the adapter consumes `points` via zip, dropping the old
per-point clone.

mc.rs adds McDraw{seed,report} / McFamily{draws,aggregate} (draws in seed-INPUT
order, independent of thread completion) / McAggregate (mean + p5/p25/p50/p75/p95
of all three run metrics — the V1 decision: covers every metric, not a "chosen"
one) / MetricStats, a private type-7 linear-interpolation `quantile`, and
`McAggregate::from_draws` (a pure post-run reduction recomputable from the
retained raw draws). Eager-agnostic firewall (#71): the API takes seeds + a
per-draw closure `Fn(u64,&[Scalar])->RunReport`, never a materialized stream Vec;
seed->Source construction stays a closure-body concern. An empty seed set is a
debug-asserted precondition, preserving the no-Result `-> McFamily` signature.

7 RED-first mc::tests pin: one draw per seed in input order; determinism across
1 vs 8 threads (C1); draw == an independent seeded run; distinct seeds perturb
the family; aggregate == from_draws(draws); type-7 quantile/mean math on a known
fixture; quantile endpoints + singleton. Workspace green, clippy -D warnings
clean, cargo doc clean.

refs #68
2026-06-15 13:45:28 +02:00
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