openstem-qa / validate_dataset.py
Jaypaun007's picture
Add OpenSTEM-QA v0.1: 10,000 synthetic STEM MCQs
0eeab15 verified
Raw History Blame Contribute Delete
1.04 kB
#!/usr/bin/env python3
import json, sys
from pathlib import Path
def check(path):
rows=[json.loads(line) for line in Path(path).open(encoding="utf-8") if line.strip()]
ids=set()
for n,row in enumerate(rows,1):
assert row["id"] not in ids, f"duplicate id at line {n}"
ids.add(row["id"])
assert set(row["options"]) == {"A","B","C","D"}, f"bad options at line {n}"
assert len(set(row["options"].values())) == 4, f"duplicate options at line {n}"
assert row["correct_answer"] in "ABCD", f"bad answer label at line {n}"
assert row["options"][row["correct_answer"]] == row["correct_answer_value"], f"answer mismatch at line {n}"
assert set(row["option_explanations"]) == {"A","B","C","D"}, f"missing option explanation at line {n}"
assert row["question"].strip() and row["solution"].strip(), f"empty question/solution at line {n}"
print(f"{path}: {len(rows)} records passed structural checks")
if __name__ == "__main__":
for p in sys.argv[1:]:
check(p)