"""Certificate-derived and controlled-baseline target mapping.""" from __future__ import annotations from collections.abc import Mapping from typing import Any from .answers import UNANSWERABLE_TOKEN ANSWERABLE_STATES = frozenset({"FULL", "A_SAME", "A_CHANGED"}) UNANSWERABLE_STATES = frozenset({"U_MISSING", "U_INVALID"}) TARGET_ROLES = frozenset({"TARGET", "TARGET_EVIDENCE", "TARGET_REFERENT", "SUBSTITUTE"}) class TargetMappingError(ValueError): """Raised when state, role, and certificate target disagree.""" def target_text(value: Any) -> str: if isinstance(value, bool): return "true" if value else "false" return str(value) def ours_target(view: Mapping[str, Any], full_answer: Any) -> str: """Map a view state to the intervention-GRPO/EVI certificate target.""" state = str(view.get("state", "")) candidate = view.get("target_canonical") full_text = target_text(full_answer) if state in {"FULL", "A_SAME"}: if candidate is not None and target_text(candidate) != full_text: raise TargetMappingError(f"{state} target differs from FULL") return full_text if state == "A_CHANGED": if candidate is None: raise TargetMappingError("A_CHANGED requires target_canonical") changed = target_text(candidate) if changed == full_text: raise TargetMappingError("A_CHANGED target equals FULL") return changed if state in UNANSWERABLE_STATES: if candidate is not None and target_text(candidate) != UNANSWERABLE_TOKEN: raise TargetMappingError(f"{state} target is not {UNANSWERABLE_TOKEN}") return UNANSWERABLE_TOKEN raise TargetMappingError(f"unknown intervention state: {state!r}") def defacto_target(comparison_role: str, full_answer: Any) -> str: """Map controlled comparison roles to DeFacto's blanket-unknown target.""" if comparison_role in {"POSITIVE", "CONTROL"}: return target_text(full_answer) if comparison_role in TARGET_ROLES: return UNANSWERABLE_TOKEN raise TargetMappingError(f"unknown comparison role: {comparison_role!r}") def no_recompute_target(view: Mapping[str, Any], full_answer: Any) -> str: """Certificate-derived target with the recompute branch dropped. Identical to :func:`ours_target` except an ``A_CHANGED`` view is answered with the FULL answer (maintain) rather than the certificate's recomputed target, while abstention on ``U_MISSING``/``U_INVALID`` is preserved. This is the "intervention minus recompute" target -- equivalently "DeFacto plus certificate-derived abstention, no recompute" -- so ablation arms D and J share it: a single run answers both the recompute-isolation and the defacto-deconfound claims. """ state = str(view.get("state", "")) candidate = view.get("target_canonical") full_text = target_text(full_answer) if state in {"FULL", "A_SAME"}: if candidate is not None and target_text(candidate) != full_text: raise TargetMappingError(f"{state} target differs from FULL") return full_text if state == "A_CHANGED": # Drop the recompute branch: maintain the FULL answer despite changed # evidence. The certificate's recomputed target is intentionally ignored. return full_text if state in UNANSWERABLE_STATES: if candidate is not None and target_text(candidate) != UNANSWERABLE_TOKEN: raise TargetMappingError(f"{state} target is not {UNANSWERABLE_TOKEN}") return UNANSWERABLE_TOKEN raise TargetMappingError(f"unknown intervention state: {state!r}") def answerable_only_target(view: Mapping[str, Any], full_answer: Any) -> str: """Certificate-derived target with the abstention branch dropped. Identical to :func:`ours_target` except ``U_MISSING``/``U_INVALID`` views are answered with the FULL answer rather than abstaining, while the ``A_CHANGED`` recompute branch is preserved. This is the "intervention minus abstention" target (ablation arm C): it isolates the contribution of certificate-derived abstention by removing it. """ state = str(view.get("state", "")) candidate = view.get("target_canonical") full_text = target_text(full_answer) if state in {"FULL", "A_SAME"}: if candidate is not None and target_text(candidate) != full_text: raise TargetMappingError(f"{state} target differs from FULL") return full_text if state == "A_CHANGED": if candidate is None: raise TargetMappingError("A_CHANGED requires target_canonical") changed = target_text(candidate) if changed == full_text: raise TargetMappingError("A_CHANGED target equals FULL") return changed if state in UNANSWERABLE_STATES: # Drop the abstention branch: answer the FULL answer even when the # certificate marks the evidence missing/invalid. return full_text raise TargetMappingError(f"unknown intervention state: {state!r}")