Elamur Groupants⌕
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math-solver-orchestration-batching

The groupant beside math/src/solve.rs in the Mova repository: what the code computes, what it never does, how to go back from its outputs, its invariants, cost and checks.

Facts

Implementation material. A Mova code model describes this code at one source revision: partial models, finite checks and their stated scope. It is not a reviewed general exposition, and its labels are shown as written, never raised.

Components

componentlabelwhere
approximantpartialapproximant
astpartial../syntax.json
compositionpartialcomposition
descriptantpresentdescriptant
invariantpartialinvariant
testspartial bounded evidencetests

Obernants

The typed relations around the forward model: the behaviour complement (what the code never does), the reverse reconstruction (every input compatible with an output) and specialised views.

idtypelabelwhere
behavior_complementbehavior_complementpartial source derived modelbehavior_complement
reverse_reconstructionreverse_reconstructionpartial source derived modelreverse_reconstruction
failure_precedencefailure_precedencepartial source derived modelfailure_precedence
representation_transportrepresentation_transportpartial source derived modelrepresentation_transport
resource_boundaryresource_boundarypartial source derived modelresource_boundary
domain_boundarydomain_boundarypartial source derived modeldomain_boundary

Model text

descriptant

Source-bound description

Cost/time divided by max(n,1), token integer division. Append under local Mutex. Chunks max(batch,1), workers max(par,1), atomic claims, sort records by id. parse_answers keeps last JSON answer per id, skips null.

Epoch 2026-10-31: prospective model before bounded synthetic tests; production behavior unchanged. Source scope bytes[2107,3906). Teacher/Lean loops and append-failure path unexecuted; no accuracy claim. Not every branch in this fragment executed.

approximant

Forward relation

Cost/time divided by max(n,1), token integer division. Append under local Mutex. Chunks max(batch,1), workers max(par,1), atomic claims, sort records by id. parse_answers keeps last JSON answer per id, skips null.

Domain: Finite batches; token sum/counters unchecked; callback/poison panic possible.

Executable Rust approximant unsupported: categorical/effect observations have no useful percentage metric yet. Future caps1/2/5/10% only; no automatic substitution.

invariant

Invariant and cost

Empty problems excludes callback work. Null answer excluded from parsed map insertion, but missing id may become empty key.

Ordering: Claim chunk→callback→append output vector; sort only after threads join. parse answer string/null/JSON representation.

Cost: O(problems+records log records)+callback work and JSON serialization; worker count not upper-clamped.

composition

Composition and epoch memory

run_a/run_b callback append order independent of final returned sorting; per-Run lock not cross-process protection.

Source scope bytes[2107,3906). Teacher/Lean loops and append-failure path unexecuted; no accuracy claim. Not every branch in this fragment executed.

Partial syntax and finite tests do not establish all caller assumptions.

models

behavior_complement

Empty problems excludes callback work. Null answer excluded from parsed map insertion, but missing id may become empty key.

reverse_reconstruction

Shared tokens lose remainder, sorted records lose worker schedule. Last-answer map admits arbitrary earlier duplicate values.

failure_precedence

Claim chunk→callback→append output vector; sort only after threads join. parse answer string/null/JSON representation.

representation_transport

run_a/run_b callback append order independent of final returned sorting; per-Run lock not cross-process protection.

resource_boundary

O(problems+records log records)+callback work and JSON serialization; worker count not upper-clamped.

domain_boundary

Finite batches; token sum/counters unchecked; callback/poison panic possible.

tests

Evidence, 2026-10-31

Selected actual-source checks: cargo test -p math --lib solve::wave28. Exact commands, numeric statuses, normalized outcomes, compiled assertion controls and restoration receipts are in the external wave28 mathcontrol run.

Source scope bytes[2107,3906). Teacher/Lean loops and append-failure path unexecuted; no accuracy claim. Not every branch in this fragment executed.

No live teacher/API, trained model, corpus/held-out, GPU, DB or expensive benchmark run. Parent syntax generated twice identically. Scope remains partial.

This page in Markdown → https://md.groupants.elamur.ai/free/en/mova/math/src/solve.rs.groupant/batching.groupant/