Datasets:
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2f39797 | 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 | """Minimal sanity-check loader for the Pak3H dataset splits.
Usage:
python3 scripts/load_data.py
"""
from pathlib import Path
import pandas as pd
DATA_DIR = Path(__file__).resolve().parent.parent / "data"
# (filename, expected row count, Urdu column to check for completeness)
SPLITS = {
"alpaca": ("pak_alpaca.csv", 4500, "ctx_instruction_ur"),
"beavertails": ("pak_beavertails.csv", 12583, "ctx_prompt_ur"),
"truthfulqa": ("pak_truthfulqa.csv", 817, "ctx_Question_ur"),
}
def main():
for split, (filename, expected_rows, ur_col) in SPLITS.items():
path = DATA_DIR / split / filename
df = pd.read_csv(path)
print(f"{split}: {len(df)} rows, columns = {list(df.columns)}")
assert len(df) == expected_rows, (
f"{split}: expected {expected_rows} rows, got {len(df)}"
)
empty_ur = df[ur_col].isna().sum()
assert empty_ur == 0, (
f"{split}: {empty_ur} rows have an empty '{ur_col}' column"
)
print("\nAll splits have the expected row counts and complete Urdu coverage.")
if __name__ == "__main__":
main()
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