"""C2 compile request construction (``docs/02`` §7.1). A C2 compile request is sent *independently* to each model. §7.1 fixes what it carries and — just as importantly — what it hides: * **sends** — the *untransformed* image (by content hash; bytes travel out-of-band to the model client), the raw question + choices, the source structured table / recognized formal candidates when present, the DSL grammar, and the ``astNode`` JSON schema the response must match. * **hides** — the other model's output, the intended intervention / state, and any candidate *transformed* image. The two models must compile from the same untouched evidence; neither sees what the other produced or what the intervention layer plans to do. ``request_sha256`` is the canonical-JSON hash of the payload, the idempotency key for response caching and the field recorded on the ``compiled_program`` record. """ from __future__ import annotations from dataclasses import dataclass from typing import Any from ..dsl.ast import Dsl from ..dsl.typecheck import signatures from ..hashing import canonical_json_hash from ..sources.base import World # Fields the request payload is *forbidden* to carry (§7.1 hiding rule). The # builder asserts none are present so a future caller cannot leak the # intervention or a sibling model's output into an independent request. _FORBIDDEN_PAYLOAD_KEYS = frozenset( { "intended_state", "intended_intervention", "operator_name", "proposer_output", "verifier_output", "other_model_output", "transformed_image_sha256", "transformed_image", "candidate_transformed_image", "original_answer", } ) @dataclass(frozen=True) class C2Candidate: """One C2-eligible item presented to both compilers. C2 applies only to ChartQA-H / MMK12 / MMR1-RL / MMMU candidates (§7); the assembler (P11) selects them, not the compiler. ``world`` carries the source structured table / formal candidates when available (§7.1 "source structured table / recognized formal candidates가 있으면 그것"); it may be empty for image-only candidates, in which case the models compile from the image alone. """ base_id: str dsl: Dsl question_sha256: str choices_sha256: str question_text: str choices: tuple[tuple[str, str], ...] # (key, text) pairs image_sha256: str world: World @dataclass(frozen=True) class CompileRequest: """The independent, §7.1-compliant compile request for one model.""" base_id: str dsl: Dsl request_sha256: str payload: dict[str, Any] prompt: str image_sha256: str = "" def to_dict(self) -> dict[str, Any]: return { "base_id": self.base_id, "dsl": self.dsl, "request_sha256": self.request_sha256, "image_sha256": self.image_sha256, "payload": self.payload, } def _grammar(dsl: Dsl) -> list[dict[str, Any]]: """A deterministic, JSON-serializable summary of the DSL operator table.""" out: list[dict[str, Any]] = [] for op, sig in sorted(signatures(dsl).items()): out.append( { "op": op, "arg_types": list(sig.arg_types), "return_type": sig.return_type, "commutative": sig.commutative, "selector_kind": sig.selector_kind, "variadic": sig.variadic, } ) return out def _ast_node_schema_ref() -> dict[str, Any]: """A compact pointer to the response schema (the model emits an ``astNode``).""" return { "$ref": "schemas/compiled_program.schema.json#/$defs/astNode", "shape": { "op": "string", "args": "array of astNode | string | number | boolean", "return_type": "string (optional)", }, } def _world_candidates(world: World) -> dict[str, Any] | None: """The structured evidence §7.1 permits sending, pruned to serializable form. Only the data-bearing slices a program references are sent (series/points, table rows/cells, geometry entities/constraints) — never the rendered image bytes, and never any intervention metadata. Returns ``None`` for an empty world so image-only candidates carry no ``world_candidates`` key. """ slices: dict[str, Any] = {} for key in ("series", "rows", "entities", "constraints"): value = world.get(key) if value: slices[key] = value return slices or None def build_compile_request(candidate: C2Candidate) -> CompileRequest: """Assemble the §7.1 independent compile request for ``candidate``. The payload carries the DSL, grammar, astNode schema ref, question, choices, image content hash, and (when present) the source structured candidates. It never carries an intervention, a transformed image, or another model's output. """ candidates = _world_candidates(candidate.world) payload: dict[str, Any] = { "dsl": candidate.dsl, "grammar": _grammar(candidate.dsl), "ast_node_schema": _ast_node_schema_ref(), "question": candidate.question_text, "choices": [{"key": k, "text": t} for k, t in candidate.choices], "image_sha256": candidate.image_sha256, "base_id": candidate.base_id, } if candidates is not None: payload["world_candidates"] = candidates leaked = _FORBIDDEN_PAYLOAD_KEYS & payload.keys() if leaked: raise AssertionError(f"§7.1 leak in compile request payload: {sorted(leaked)!r}") request_sha = canonical_json_hash(payload) prompt = _render_prompt(payload) return CompileRequest( base_id=candidate.base_id, dsl=candidate.dsl, request_sha256=request_sha, payload=payload, prompt=prompt, image_sha256=candidate.image_sha256, ) def _render_prompt(payload: dict[str, Any]) -> str: """The natural-language prompt wrapping the JSON payload for the model. The model is instructed to emit *only* a JSON object with the program envelope subset (``dsl`` / ``program`` / ``referent_selector`` / ``required_referent_cardinality``) conforming to ``$defs/astNode``. The payload is embedded verbatim; the prompt itself is deterministic and hash-stable so ``request_sha256`` (over the payload) is the canonical key. """ grammar = payload["grammar"] ops = ", ".join(f"{g['op']}/{g['return_type']}" for g in grammar) return ( "You are an independent program compiler. Compile a single deterministic " "question program for the question below using ONLY the given DSL grammar. " f"DSL={payload['dsl']}. Operators: {ops}. " "Emit ONLY a JSON object: " '{"dsl": "", "program": , ' '"referent_selector": , ' '"required_referent_cardinality": }. ' "An astNode is {op: string, args: [astNode|string|number|boolean], " "return_type?: string}. Do not include explanations. " f"Payload={_compact_json(payload)}" ) def _compact_json(obj: Any) -> str: import json return json.dumps(obj, sort_keys=True, ensure_ascii=False, separators=(",", ":")) __all__ = ["C2Candidate", "CompileRequest", "build_compile_request"]