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d37698e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | """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)
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