File size: 1,797 Bytes
87d9b57 | 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 | #!/usr/bin/env python3
import json
import sys
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
REQUIRED = {"id", "task", "messages", "source", "license", "quality_score"}
def main() -> int:
seen, errors, count = set(), [], 0
for split in ("train", "validation", "test"):
path = ROOT / "data" / f"{split}.jsonl"
with path.open(encoding="utf-8") as handle:
for line_no, line in enumerate(handle, 1):
count += 1
try:
row = json.loads(line)
except json.JSONDecodeError as exc:
errors.append(f"{path}:{line_no}: invalid JSON: {exc}")
continue
if missing := REQUIRED - row.keys():
errors.append(f"{path}:{line_no}: missing {sorted(missing)}")
if row.get("id") in seen:
errors.append(f"{path}:{line_no}: duplicate id {row.get('id')}")
seen.add(row.get("id"))
score = row.get("quality_score")
if not isinstance(score, (int, float)) or not 0 <= score <= 1:
errors.append(f"{path}:{line_no}: quality_score must be 0..1")
messages = row.get("messages")
if not isinstance(messages, list) or not messages:
errors.append(f"{path}:{line_no}: messages must be non-empty")
elif any(set(m) != {"role", "content"} for m in messages):
errors.append(f"{path}:{line_no}: invalid message schema")
if errors:
print("\n".join(errors), file=sys.stderr)
return 1
print(f"Validated {count} examples across 3 splits; all ids are unique.")
return 0
if __name__ == "__main__":
raise SystemExit(main())
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