Elamur Groupants⌕
☰

translation-meta-fwt

The groupant beside tools/translate/src/fwt.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
astpartialsyntax.json
compositionpartialcomposition
costsymbolic source derivedinvariant
descriptantpresentdescriptant
invariantpartialinvariant
testsbounded native receiptstests

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
thresholdsthresholdspartial source derived modelthresholds
effect_ordereffect_orderpartial source derived modeleffect_order
insert_headinsert_headpartial source derived modelinsert_head
contiguous_scopecontiguous_scopepartial source derived modelcontiguous_scope

Parts

Model text

descriptant

Description and epoch memory

Training counts LCS gaps and function-only insertion/drop contexts; apply substitutes concepts then computes drops/inserts against substituted sequence. Remap kept heads and inserted attachment. JoinTable rewrites joining feature; ReorderTable moves contiguous root-dependent spans and renumbers.

Prospective epoch 2026-10-31

Models predicted metadata loss, bounded coordinate transport and deterministic tie selection before test changes. Production bytes are preserved; only five inline synthetic tests were appended across the group.

Observation epoch 2026-10-31

Selected named native tests are bound in tests.md; raw receipts are external under $MOVA_DATA/runs/octopus-wave32-tr_meta-2026-10-31. Syntax is generated twice and byte-compared. This is partial syntax without macro expansion or semantic resolution.

Gaps

No real annotator/model loads, corpus translation, teacher calls, GPU, full training/evaluation, or language-accuracy claim. No executable percentage surrogate is supplied: an appropriate reference metric/domain is not established. Supported future caps are1/2/5/10 percent only. Residual reconstruction is conditional on retained diagnostics and is not persistent learning.

approximant

Forward relation

Training counts LCS gaps and function-only insertion/drop contexts; apply substitutes concepts then computes drops/inserts against substituted sequence. Remap kept heads and inserted attachment. JoinTable rewrites joining feature; ReorderTable moves contiguous root-dependent spans and renumbers.

invariant

Invariant and cost

Domain and preservation

Valid0..n heads; bounded counts; learned maps finite. Insertion strings use last slash tag or default IN. Corpus fitting remains unexecuted; selected transform tests only.

Cost

Fw apply worst O(n²+I*n) head/neighbor searches plus map/strings; Join O(bytes+ n log J). Reorder repeated subtree fixed points and Vec retain/insert bounded O(n³) conservative; train LCS plus O(n²) uniqueness counts per verse.

Counters and allocation arithmetic must remain representable. String/map costs include compared bytes; finite evidence is not a throughput estimate.

composition

Local composition

The child isolates the translation-meta-fwt-function_apply relation inside this source. Its observation is a projection of the complete file relation described in approximant.md; costs overlap and must not be added twice. The remaining code supplies context/table inputs and consumes outputs. External joins: meta MTok feeds profile, Hebrew encoder, fwt and rules; meta LCS feeds logic and alignment-based training; Strong labels optionally override IBM ownership. No runtime chain between all children is asserted.

models

Typed models

Subject: exact source hash in manifest; observation is one call or the stated finite training pass. All models are partial source-derived relations, not universal proof. Domain and resource assumptions are in invariant.md. The baseline exclusion is an inner source-derived claim on that domain; reverse is a compatible-antecedent relation. Specialized relations hold fixed the parameters and tables unless stated otherwise. Evidence uses the named checks in tests.md; individual assertions cover only finite parts, other branches remain prospective.

behavior_complement

Drop contexts cannot delete nonfunction tokens. Substitution changes only concept before decisions. Join mapping cannot change spans/heads/tags.

reverse_reconstruction

Output admits removed tokens/heads and pre-substitution concepts; maps are generally noninjective. Reorder with a known unique permutation has inverse head renumbering, but output alone does not identify the selected moves.

thresholds

Drop/insert require3 and half; substitutions5 and .3 occurrence while target<=.05 source.

effect_order

subs first then all context keys; applying drops sequentially would be a different map.

insert_head

Inserted tokens attach next kept source token, else previous, else root.

contiguous_scope

Reorder skips noncontiguous subtrees and updates every kept head via final permutation.

tests

Checks and evidence

Exact cargo commands use package translate, binary translate, --offline --locked and -- --exact --test-threads=1. External native-commands.json lists every name; debug and release run twice, numerical status and named outcomes retained. Some tests target other portions of the file; this fragment has source reasoning plus only the overlapping assertions.

Compiled controls mutate production decision expressions and restore exact original bytes; see external mutations.json and restoration receipt. No assertion-only mutation is counted. The evidence summary is authoritative for completed receipts. Scoped source reasoning and finite tests do not establish total branch coverage.

Recorded 2026-10-31 result

This source contributes 2 exact named checks to the 18-check group. Every name passes twice in debug and twice in release, with identical sorted outcomes. A compiled production mutation in fwt.rs was rejected by its selected runtime assertion; its original and restored SHA-256 match. All 18 checks pass again after all nine restorations. There were nine rejected production mutations, zero assertion-only mutations and zero surviving controls in this batch. Nine source projections matched byte-for-byte across two generations. No original production bytes changed.

The augmented-registry check has no owned source or fragment diagnostic. Only root-owned inference-core/mova child/source bindings await integration. A first isolated-registry experiment was unsuitable because the checker inspects unrelated existing sidecars; those failures are retained separately and are not counted as semantic controls.

This page in Markdown → https://md.groupants.elamur.ai/free/en/mova/tools/translate/src/fwt.rs.groupant/