"""Verify materialized parquet rows match construct() from gold.""" from __future__ import annotations from typing import Any, Mapping, Sequence from localization.construct import ( DEFAULT_SEED, label_specs_from_segments, localization_prompt, ) from localization.schema import GoldSegment, LabelSpec def _as_gold_segments(raw: Sequence[Mapping[str, Any]]) -> list[GoldSegment]: return [GoldSegment.from_dict(dict(item)) for item in raw] def _as_specs(raw: Sequence[Mapping[str, Any]]) -> list[LabelSpec]: return [LabelSpec.from_dict(dict(item)) for item in raw] def verify_row(row: Mapping[str, Any], *, seed: int = DEFAULT_SEED) -> None: episode_id = str(row["id"]) instruction = str(row.get("instruction") or "") gold = _as_gold_segments(row["gold_segments"]) stored_specs = _as_specs(row["label_specs"]) recomputed = label_specs_from_segments(episode_id, gold, seed=seed) if [(s.label, s.multiplicity) for s in recomputed] != [ (s.label, s.multiplicity) for s in stored_specs ]: raise AssertionError( f"{episode_id}: label_specs mismatch " f"stored={[(s.label, s.multiplicity) for s in stored_specs]} " f"recomputed={[(s.label, s.multiplicity) for s in recomputed]}" ) expected_prompt = localization_prompt(instruction, recomputed) stored_prompt = str(row["prompt_text"]) if stored_prompt != expected_prompt: raise AssertionError(f"{episode_id}: prompt_text mismatch") def verify_rows(rows: Sequence[Mapping[str, Any]], *, seed: int = DEFAULT_SEED) -> int: for row in rows: verify_row(row, seed=seed) return len(rows)