#!/usr/bin/env python3 """Build HuggingFace-compatible dataset from SEC-bench-Pro instances.""" import json from pathlib import Path import datasets BASE_DIR = Path(__file__).resolve().parent.parent / "SEC-bench-Pro" OUTPUT_DIR = Path(__file__).resolve().parent def load_instances(engine: str) -> list[dict]: engine_dir = BASE_DIR / engine rows = [] for meta_path in sorted(engine_dir.glob("*/meta.json")): with open(meta_path) as f: meta = json.load(f) instance_id = meta_path.parent.name fix_patches = [] for fix in meta.get("fixes", []): patch_path = meta_path.parent / fix["path"] if patch_path.exists(): fix_patches.append(patch_path.read_text()) else: fix_patches.append("") row = { "instance_id": f"{engine}__{instance_id}", "project": engine, "bug_id": instance_id, "image_name": meta["image_name"], "work_dir": meta["work_dir"], "verification_binary": meta["verification_binary"], "command_options": meta.get("command_options", ""), "target_source_files": meta["target_source_files"], "target_subdir": meta["target_subdir"], "target_vulnerability_type": meta["target_vulnerability_type"], "error_type": meta["error_type"], "description": meta["description"], "vrp": str(meta.get("vrp") or ""), "fix_patches": fix_patches, } rows.append(row) return rows def main(): data_dir = OUTPUT_DIR / "data" data_dir.mkdir(exist_ok=True) v8_rows = load_instances("v8") sm_rows = load_instances("sm") all_rows = v8_rows + sm_rows datasets.Dataset.from_list(all_rows).to_parquet(data_dir / "all" / "test.parquet") datasets.Dataset.from_list(v8_rows).to_parquet(data_dir / "v8" / "test.parquet") datasets.Dataset.from_list(sm_rows).to_parquet(data_dir / "sm" / "test.parquet") print(f"Built dataset: all={len(all_rows)}, v8={len(v8_rows)}, sm={len(sm_rows)}") if __name__ == "__main__": main()