#!/usr/bin/env python3 """Loading helpers for the CVE proof corpus. Plain Python, no dependencies: from loader import load_corpus for rec in load_corpus(): print(rec["cve"], rec["relation_in_words"]) With `datasets` installed: from datasets import load_dataset ds = load_dataset("json", data_files="cve-proof-corpus.jsonl", split="train") """ from __future__ import annotations import json from collections.abc import Iterator from pathlib import Path from typing import Any DEFAULT_PATH = Path(__file__).resolve().parent / "cve-proof-corpus.jsonl" def load_corpus(path: Path | str = DEFAULT_PATH) -> list[dict[str, Any]]: """Read every record into a list.""" p = Path(path) return [json.loads(line) for line in p.read_text(encoding="utf-8").splitlines() if line.strip()] def iter_corpus(path: Path | str = DEFAULT_PATH) -> Iterator[dict[str, Any]]: """Stream records one at a time.""" p = Path(path) with p.open(encoding="utf-8") as fh: for line in fh: if line.strip(): yield json.loads(line) def to_certkit(record: dict[str, Any]) -> tuple[dict[str, Any], dict[str, Any]]: """Split a record into the (spec, certificate) pair certkit expects.""" return record["spec"], record["certificate"] def by_cwe(path: Path | str = DEFAULT_PATH) -> dict[str, list[str]]: """Group record ids by weakness class.""" out: dict[str, list[str]] = {} for rec in iter_corpus(path): out.setdefault(rec["cwe"], []).append(rec["id"]) return out if __name__ == "__main__": corpus = load_corpus() print(f"{len(corpus)} records") for rec in corpus: print(f" {rec['id']:24s} {rec['cve']:16s} {rec['cwe']:9s} {rec['project']}") print() print("by weakness:") for cwe, ids in sorted(by_cwe().items()): print(f" {cwe}: {', '.join(ids)}")