XL-DocBench / code /examples /load_data.py
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#!/usr/bin/env python3
"""Load XL-DocBench JSONL files with the Python standard library."""
from __future__ import annotations
import argparse
import json
from pathlib import Path
def parse_args() -> argparse.Namespace:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument(
"--release-root",
type=Path,
default=Path(__file__).resolve().parents[2],
help="Release directory; defaults to the directory containing code/",
)
return parser.parse_args()
def read_jsonl(path: Path) -> list[dict]:
with path.open("r", encoding="utf-8") as handle:
return [json.loads(line) for line in handle if line.strip()]
def main() -> None:
root = parse_args().release_root.resolve()
documents = read_jsonl(root / "data/documents.jsonl")
single_doc = read_jsonl(root / "data/qa_single_doc.jsonl")
cross_doc = read_jsonl(root / "data/qa_cross_doc.jsonl")
print(f"documents: {len(documents):,}")
print(f"single_doc: {len(single_doc):,}")
print(f"cross_doc: {len(cross_doc):,}")
print(f"first question: {single_doc[0]['question']}")
if __name__ == "__main__":
main()