File size: 830 Bytes
b227dc8 | 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 | #!/usr/bin/env python3
import json
from pathlib import Path
from jsonschema import Draft202012Validator
ROOT = Path(__file__).resolve().parents[1]
schema = json.loads((ROOT / "schemas" / "record.schema.json").read_text(encoding="utf-8"))
validator = Draft202012Validator(schema)
errors = []
count = 0
for split in ("train", "validation", "test"):
with (ROOT / "data" / f"{split}.jsonl").open(encoding="utf-8") as f:
for line_number, line in enumerate(f, 1):
count += 1
record = json.loads(line)
for error in validator.iter_errors(record):
errors.append((split, line_number, record.get("id"), error.message))
print(f"Validated records: {count}")
print(f"Schema errors: {len(errors)}")
for item in errors[:20]:
print(item)
raise SystemExit(1 if errors else 0)
|