#!/usr/bin/env python3 """Automated C++ corpus funnel for DecBench target qualification. Stages: discover - collect 500 public C++ repositories from GitHub, inspect root build metadata, score static suitability, keep a 200-repo preflight set, and emit a 100-repo Linux/GCC build matrix. probe - shallow-clone one repository, attempt a bounded O0 debug build, and verify linked ELF + DWARF + preprocessed .ii artifacts. finalize - aggregate probe JSON files and choose up to 50 qualified targets. This is intentionally a *qualification funnel*, not a benchmark run. A PASS means that the repository produced at least one linked ELF carrying DWARF and at least one C++ preprocessed translation unit under controlled O0 flags. Full DecBench GED/type/byte scoring remains a separate stage. """ from __future__ import annotations import argparse import json import os import re import stat import subprocess import sys import tempfile import time import urllib.error import urllib.parse import urllib.request from pathlib import Path from typing import Any SEARCH_QUERY = "language:C++ stars:>=100 archived:false fork:false" SEARCH_PAGES = 5 SEARCH_PER_PAGE = 100 PREFLIGHT_LIMIT = 200 BUILD_LIMIT = 100 FINAL_LIMIT = 50 BAD_NAME_RE = re.compile( r"(?:leetcode|course|tutorial|primer|algorithm|interview|awesome|learning|" r"practice|examples?|samples?|cookbook|roadmap|handbook|guide|clrs|baekjoon)", re.I, ) CROSS_ONLY_RE = re.compile( r"(?:arduino|esp32|firmware|autopilot|cuda|tensorrt|rocm|hip$|ndk)", re.I ) BUILD_MARKERS = { "cmake": "CMakeLists.txt", "meson": "meson.build", "autotools": "configure.ac", "autotools_legacy": "configure.in", "make": "Makefile", } COMMON_CMAKE_DISABLES = [ "-DBUILD_TESTING=OFF", "-DBUILD_TESTS=OFF", "-DBUILD_EXAMPLES=OFF", "-DBUILD_BENCHMARKS=OFF", "-DENABLE_TESTING=OFF", "-DENABLE_TESTS=OFF", "-DENABLE_EXAMPLES=OFF", ] O0_FLAGS = "-O0 -g -fno-builtin -save-temps=obj" class GH: def __init__(self, token: str | None): self.token = token def get(self, url: str) -> Any: headers = { "Accept": "application/vnd.github+json", "User-Agent": "decbench-cpp-corpus-funnel/1", "X-GitHub-Api-Version": "2022-11-28", } if self.token: headers["Authorization"] = f"Bearer {self.token}" req = urllib.request.Request(url, headers=headers) last: Exception | None = None for attempt in range(4): try: with urllib.request.urlopen(req, timeout=30) as resp: return json.load(resp) except urllib.error.HTTPError as e: last = e if e.code in (403, 429) and attempt < 3: time.sleep(2 ** attempt) continue raise except (urllib.error.URLError, TimeoutError) as e: last = e if attempt < 3: time.sleep(2 ** attempt) continue raise raise RuntimeError(last) def repo_search(gh: GH) -> list[dict[str, Any]]: repos: list[dict[str, Any]] = [] for page in range(1, SEARCH_PAGES + 1): q = urllib.parse.quote_plus(SEARCH_QUERY) url = ( f"https://api.github.com/search/repositories?q={q}" f"&sort=stars&order=desc&per_page={SEARCH_PER_PAGE}&page={page}" ) data = gh.get(url) repos.extend(data.get("items", [])) seen: set[str] = set() unique: list[dict[str, Any]] = [] for r in repos: name = r["full_name"] if name not in seen: seen.add(name) unique.append(r) return unique[: SEARCH_PAGES * SEARCH_PER_PAGE] def root_markers(gh: GH, full_name: str, default_branch: str) -> tuple[list[str], list[str]]: url = f"https://api.github.com/repos/{full_name}/contents?ref={urllib.parse.quote(default_branch, safe='')}" try: items = gh.get(url) except Exception: return [], ["root_contents_unavailable"] names = {item.get("name", "") for item in items if isinstance(item, dict)} systems: list[str] = [] for system, marker in BUILD_MARKERS.items(): if marker in names: systems.append("autotools" if system == "autotools_legacy" else system) systems = list(dict.fromkeys(systems)) notes: list[str] = [] if ".gitmodules" in names: notes.append("submodules") if "vcpkg.json" in names or "vcpkg-configuration.json" in names: notes.append("vcpkg") if "conanfile.py" in names or "conanfile.txt" in names: notes.append("conan") return systems, notes def static_score(repo: dict[str, Any], systems: list[str], notes: list[str]) -> tuple[int, list[str]]: score = 0 reasons: list[str] = [] name = repo["full_name"] size = int(repo.get("size") or 0) stars = int(repo.get("stargazers_count") or 0) if BAD_NAME_RE.search(name): score -= 80 reasons.append("tutorial_or_collection_name") if CROSS_ONLY_RE.search(name): score -= 35 reasons.append("likely_cross_or_accelerator_specific") if systems: score += 35 reasons.append("root_build_system") if "cmake" in systems: score += 25 reasons.append("cmake") elif "meson" in systems: score += 20 reasons.append("meson") elif "autotools" in systems: score += 15 reasons.append("autotools") elif "make" in systems: score += 10 reasons.append("make") else: score -= 50 reasons.append("no_supported_root_build_system") if 300 <= size <= 80_000: score += 25 reasons.append("good_repo_size") elif 80_000 < size <= 200_000: score += 10 reasons.append("medium_large_repo") elif size > 500_000: score -= 45 reasons.append("very_large_repo") elif size > 200_000: score -= 20 reasons.append("large_repo") elif size < 100: score -= 20 reasons.append("very_small_repo") if "submodules" in notes: score -= 8 reasons.append("submodules") if "vcpkg" in notes or "conan" in notes: score -= 8 reasons.append("package_manager_dependency") if stars >= 10_000: score += 8 elif stars >= 1_000: score += 5 elif stars >= 100: score += 2 return score, reasons def discover(args: argparse.Namespace) -> int: out = Path(args.out) out.mkdir(parents=True, exist_ok=True) gh = GH(args.github_token or os.environ.get("GITHUB_TOKEN")) repos = repo_search(gh) if len(repos) < 450: raise RuntimeError(f"expected roughly 500 search results, got {len(repos)}") records: list[dict[str, Any]] = [] for i, repo in enumerate(repos, 1): systems, notes = root_markers(gh, repo["full_name"], repo["default_branch"]) score, reasons = static_score(repo, systems, notes) records.append( { "rank": i, "repo": repo["full_name"], "clone_url": repo["clone_url"], "default_branch": repo["default_branch"], "size_kib": repo.get("size", 0), "stars": repo.get("stargazers_count", 0), "license": (repo.get("license") or {}).get("spdx_id"), "build_systems": systems, "notes": notes, "static_score": score, "score_reasons": reasons, } ) if i % 50 == 0: print(f"inspected {i}/{len(repos)} repositories", flush=True) eligible = [r for r in records if r["build_systems"] and r["static_score"] > 0] eligible.sort(key=lambda r: (-r["static_score"], r["size_kib"], r["repo"].lower())) preflight = eligible[:PREFLIGHT_LIMIT] build = preflight[:BUILD_LIMIT] (out / "candidates-500.json").write_text(json.dumps(records, indent=2) + "\n") (out / "preflight-200.json").write_text(json.dumps(preflight, indent=2) + "\n") (out / "build-100.json").write_text(json.dumps(build, indent=2) + "\n") matrix = {"repo": [r["repo"] for r in build]} (out / "build-matrix.json").write_text(json.dumps(matrix, separators=(",", ":")) + "\n") summary = { "search_query": SEARCH_QUERY, "collected": len(records), "eligible": len(eligible), "preflight": len(preflight), "build_matrix": len(build), } (out / "discovery-summary.json").write_text(json.dumps(summary, indent=2) + "\n") print(json.dumps(summary)) return 0 def run(cmd: list[str] | str, cwd: Path, env: dict[str, str], timeout: int, shell: bool = False) -> dict[str, Any]: started = time.monotonic() try: p = subprocess.run( cmd, cwd=cwd, env=env, shell=shell, text=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, timeout=timeout, check=False, ) return { "returncode": p.returncode, "seconds": round(time.monotonic() - started, 3), "output": p.stdout[-24_000:], "timeout": False, } except subprocess.TimeoutExpired as e: raw = e.stdout or "" if isinstance(raw, bytes): raw = raw.decode("utf-8", "replace") return { "returncode": 124, "seconds": round(time.monotonic() - started, 3), "output": raw[-24_000:], "timeout": True, } def detect_build_system(root: Path) -> str | None: if (root / "CMakeLists.txt").exists(): return "cmake" if (root / "meson.build").exists(): return "meson" if (root / "configure.ac").exists() or (root / "configure.in").exists(): return "autotools" if (root / "Makefile").exists(): return "make" return None def build_repo(root: Path, system: str) -> tuple[bool, list[dict[str, Any]], Path]: env = os.environ.copy() env.update({"CC": "gcc", "CXX": "g++", "CFLAGS": O0_FLAGS, "CXXFLAGS": O0_FLAGS}) steps: list[dict[str, Any]] = [] build_dir = root / "_decbench_build" if system == "cmake": cfg = [ "cmake", "-S", ".", "-B", str(build_dir), "-G", "Ninja", "-DCMAKE_BUILD_TYPE=", "-DCMAKE_C_COMPILER=gcc", "-DCMAKE_CXX_COMPILER=g++", f"-DCMAKE_C_FLAGS={O0_FLAGS}", f"-DCMAKE_CXX_FLAGS={O0_FLAGS}", *COMMON_CMAKE_DISABLES, ] r = run(cfg, root, env, 180) steps.append({"name": "configure", **r}) if r["returncode"] != 0: return False, steps, build_dir r = run(["cmake", "--build", str(build_dir), "-j", "2"], root, env, 420) steps.append({"name": "build", **r}) return r["returncode"] == 0, steps, build_dir if system == "meson": r = run(["meson", "setup", str(build_dir), "--buildtype=plain"], root, env, 180) steps.append({"name": "configure", **r}) if r["returncode"] != 0: return False, steps, build_dir r = run(["meson", "compile", "-C", str(build_dir), "-j", "2"], root, env, 420) steps.append({"name": "build", **r}) return r["returncode"] == 0, steps, build_dir if system == "autotools": r = run(["autoreconf", "-fi"], root, env, 120) steps.append({"name": "autoreconf", **r}) if r["returncode"] != 0: return False, steps, root configure = root / "configure" if configure.exists(): configure.chmod(configure.stat().st_mode | stat.S_IXUSR) r = run(["./configure", "--disable-dependency-tracking"], root, env, 180) steps.append({"name": "configure", **r}) if r["returncode"] != 0: return False, steps, root r = run(["make", "-j2"], root, env, 420) steps.append({"name": "build", **r}) return r["returncode"] == 0, steps, root if system == "make": r = run(["make", "-j2"], root, env, 420) steps.append({"name": "build", **r}) return r["returncode"] == 0, steps, root return False, [{"name": "detect", "returncode": 2, "output": "unsupported build system"}], root def is_elf_linked(path: Path) -> bool: try: with path.open("rb") as f: if f.read(4) != b"\x7fELF": return False f.seek(16) raw = f.read(2) if len(raw) != 2: return False e_type = int.from_bytes(raw, "little") return e_type in (2, 3) except OSError: return False def dwarf_present(path: Path) -> bool: p = subprocess.run(["readelf", "-S", str(path)], text=True, stdout=subprocess.PIPE, stderr=subprocess.DEVNULL) return p.returncode == 0 and ".debug_info" in p.stdout def dwarf_subprogram_count(path: Path) -> int: try: p = subprocess.run( ["readelf", "--debug-dump=info", str(path)], text=True, stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, timeout=90, ) if p.returncode != 0: return 0 return p.stdout.count("DW_TAG_subprogram") except subprocess.TimeoutExpired: return 0 def inspect_artifacts(root: Path, search_root: Path) -> dict[str, Any]: ii = [p for p in search_root.rglob("*.ii") if p.is_file()] linked: list[Path] = [] for p in search_root.rglob("*"): if not p.is_file() or p.is_symlink(): continue if ".git" in p.parts: continue try: if p.stat().st_size > 400 * 1024 * 1024: continue except OSError: continue if is_elf_linked(p): linked.append(p) dwarf_bins = [p for p in linked if dwarf_present(p)] function_count = 0 for p in sorted(dwarf_bins, key=lambda q: q.stat().st_size)[:3]: function_count += dwarf_subprogram_count(p) def rel(p: Path) -> str: try: return str(p.relative_to(root)) except ValueError: return str(p) return { "linked_elf_count": len(linked), "dwarf_elf_count": len(dwarf_bins), "ii_count": len(ii), "sample_binaries": [rel(p) for p in dwarf_bins[:8]], "sample_ii": [rel(p) for p in ii[:8]], "dwarf_subprogram_count_sample": function_count, } def probe(args: argparse.Namespace) -> int: out = Path(args.out) out.parent.mkdir(parents=True, exist_ok=True) repo = args.repo clone_url = f"https://github.com/{repo}.git" result: dict[str, Any] = { "repo": repo, "status": "FAIL", "qualification": False, "flags": O0_FLAGS, } with tempfile.TemporaryDirectory(prefix="decbench-cpp-") as td: root = Path(td) / "src" env = os.environ.copy() clone = run( ["git", "clone", "--depth", "1", "--recurse-submodules", "--shallow-submodules", clone_url, str(root)], Path(td), env, 150, ) result["clone"] = clone if clone["returncode"] != 0: result["failure_stage"] = "clone" out.write_text(json.dumps(result, indent=2) + "\n") return 0 try: sha = subprocess.check_output(["git", "rev-parse", "HEAD"], cwd=root, text=True).strip() except Exception: sha = None result["revision"] = sha system = detect_build_system(root) result["build_system"] = system if not system: result["failure_stage"] = "build_system" out.write_text(json.dumps(result, indent=2) + "\n") return 0 ok, steps, search_root = build_repo(root, system) result["steps"] = steps if not ok: result["failure_stage"] = "build" out.write_text(json.dumps(result, indent=2) + "\n") return 0 artifacts = inspect_artifacts(root, search_root if search_root.exists() else root) result["artifacts"] = artifacts qualified = ( artifacts["linked_elf_count"] > 0 and artifacts["dwarf_elf_count"] > 0 and artifacts["ii_count"] > 0 ) result["qualification"] = qualified result["status"] = "PASS" if qualified else "FAIL" if not qualified: result["failure_stage"] = "artifact_oracle" out.write_text(json.dumps(result, indent=2) + "\n") return 0 def final_score(r: dict[str, Any]) -> float: a = r.get("artifacts") or {} funcs = int(a.get("dwarf_subprogram_count_sample") or 0) ii = int(a.get("ii_count") or 0) bins = int(a.get("dwarf_elf_count") or 0) return min(funcs, 4000) * 1.0 + min(ii, 150) * 8.0 + min(bins, 20) * 20.0 def finalize(args: argparse.Namespace) -> int: root = Path(args.probes) out = Path(args.out) out.mkdir(parents=True, exist_ok=True) rows: list[dict[str, Any]] = [] for p in root.rglob("*.json"): try: r = json.loads(p.read_text()) except Exception: continue if isinstance(r, dict) and "repo" in r and "qualification" in r: r["final_score"] = final_score(r) if r.get("qualification") else 0 rows.append(r) rows.sort(key=lambda r: (-float(r.get("final_score", 0)), r["repo"].lower())) passed = [r for r in rows if r.get("qualification")] final = passed[:FINAL_LIMIT] (out / "build-results.json").write_text(json.dumps(rows, indent=2) + "\n") (out / "qualified.json").write_text(json.dumps(passed, indent=2) + "\n") (out / "final-50.json").write_text(json.dumps(final, indent=2) + "\n") summary = { "attempted": len(rows), "qualified": len(passed), "final_selected": len(final), "final_repos": [r["repo"] for r in final], } (out / "qualification-summary.json").write_text(json.dumps(summary, indent=2) + "\n") print(json.dumps(summary)) return 0 def main() -> int: ap = argparse.ArgumentParser() sub = ap.add_subparsers(dest="cmd", required=True) d = sub.add_parser("discover") d.add_argument("--out", required=True) d.add_argument("--github-token") d.set_defaults(func=discover) p = sub.add_parser("probe") p.add_argument("--repo", required=True) p.add_argument("--out", required=True) p.set_defaults(func=probe) f = sub.add_parser("finalize") f.add_argument("--probes", required=True) f.add_argument("--out", required=True) f.set_defaults(func=finalize) args = ap.parse_args() return args.func(args) if __name__ == "__main__": raise SystemExit(main())