#!/usr/bin/env python3 """DWARF short-name collision measurement for DecBench C++ target validation. DecBench-Exact Matching & Identity Model: 1. Collision Identity Key: Resolved DW_AT_name following DW_AT_specification and DW_AT_abstract_origin chains across DIEs (matches DecBench binfmt.die_attr_owner). 2. Diagnostic Display: Demangled DW_AT_linkage_name (for human review in reports). 3. Source-Stem Filter: Exact DecBench evalkit/resolve.py logic: - Collects *.i / *.ii translation unit stems from the compiled directory. - Builds stem_index via strip_source_ext() and build_stem_index(). - Resolves DW_AT_decl_file for each concrete subprogram and matches its basename stem against the stem_index (including -stem / _stem object-prefix fallback). - Raw metrics include all concrete subprograms in non-probe CUs. - Project metrics include only functions declared in project translation units. Usage: python3 scripts/measure_collisions.py [--output report.json] """ from __future__ import annotations import argparse import json import os import struct import subprocess import sys from collections import defaultdict from pathlib import Path try: import cxxfilt _HAVE_CXXFILT = True except ImportError: _HAVE_CXXFILT = False from elftools.elf.elffile import ELFFile from elftools.common.exceptions import ELFError C_SOURCE_EXTS = (".c",) CXX_SOURCE_EXTS = (".cc", ".cpp", ".cxx", ".c++", ".C") SOURCE_EXTS = (*C_SOURCE_EXTS, *CXX_SOURCE_EXTS) PREPROC_EXTS = (".i", ".ii") _CXX_LANGS = frozenset({0x04, 0x19, 0x1A, 0x21, 0x2A, 0x2B, 0x33}) _SPEC_ONLY = ("DW_AT_specification",) _SPEC_AND_ORIGIN = ("DW_AT_specification", "DW_AT_abstract_origin") _PROBE_KEYWORDS = frozenset([ "CMakeFiles", "cmake_install", "CMakeCXXCompilerId", "CMakeCCompilerId", "CompilerIdCXX", "CompilerIdC", "feature_tests", ]) def strip_source_ext(name: str) -> str: """Drop a trailing C/C++ source extension from name (DecBench utils.langs).""" stem, ext = os.path.splitext(name) return stem if ext in SOURCE_EXTS else name def preprocessed_stems(directory: Path) -> list[str]: """Collect all preprocessed translation unit stems (*.i, *.ii).""" stems = [] for ext in PREPROC_EXTS: for p in sorted(directory.glob(f"*{ext}")): stems.append(p.stem) return stems def build_stem_index(stems: list[str]) -> dict[str, str]: """{strip_source_ext(stem): stem} (DecBench utils.langs).""" index: dict[str, str] = {} for stem in sorted(stems): key = strip_source_ext(stem) index[key] = stem return index def _is_linked_elf(path: Path) -> bool: try: with path.open("rb") as f: magic = f.read(4) if magic != b"\x7fELF": return False f.seek(16) e_type = struct.unpack(" str: if not raw or not raw.startswith("_Z"): return raw or "" if _HAVE_CXXFILT: try: return cxxfilt.demangle(raw) except Exception: pass try: r = subprocess.run(["c++filt", raw], capture_output=True, text=True, timeout=5) return r.stdout.strip() or raw except Exception: return raw def _is_probe_cu(cu_name: str) -> bool: return any(kw in cu_name for kw in _PROBE_KEYWORDS) def cu_is_cxx(cu) -> bool: """True when the compilation unit's DW_AT_language is a C++ dialect.""" try: attr = cu.get_top_DIE().attributes.get("DW_AT_language") except Exception: return False return attr is not None and attr.value in _CXX_LANGS def die_attr_owner(die, name: str): """(attribute, owning DIE) following specification/origin chains (DecBench binfmt).""" cur = die refs = _SPEC_AND_ORIGIN if cu_is_cxx(die.cu) else _SPEC_ONLY for _ in range(5): attr = cur.attributes.get(name) if attr is not None: return attr, cur nxt = None for ref in refs: if ref in cur.attributes: try: nxt = cur.get_DIE_from_attribute(ref) except Exception: nxt = None break if nxt is None: return None, None cur = nxt return None, None def die_str_attr(die, name: str) -> str | None: attr, _ = die_attr_owner(die, name) if attr is None: return None val = attr.value return val.decode("utf-8", "replace") if isinstance(val, bytes) else str(val) def cu_file_table(dwarfinfo, cu, cache: dict[int, list] | None = None) -> list: """A CU's DW_AT_decl_file index table, memoized by CU offset (DecBench binfmt).""" if cache is not None: cached = cache.get(cu.cu_offset) if cached is not None: return cached lp = dwarfinfo.line_program_for_CU(cu) version = 4 if lp is not None: version = lp.header.get("version", cu.header.get("version", 4)) files: list = [] if version >= 5 else [None] if lp is not None and lp.header and lp.header.get("file_entry"): for fe in lp["file_entry"]: nm = fe.name files.append(nm.decode("utf-8", "replace") if isinstance(nm, bytes) else str(nm)) if cache is not None: cache[cu.cu_offset] = files return files def get_decl_file_basename(die, dwarfinfo, file_tables: dict) -> str: fi, fi_owner = die_attr_owner(die, "DW_AT_decl_file") if fi is None or fi_owner is None: return "" files = cu_file_table(dwarfinfo, fi_owner.cu, file_tables) if 0 <= fi.value < len(files) and files[fi.value]: return os.path.basename(files[fi.value]) return "" def _make_stats(n2a: dict[str, set[int]], a2diag: dict[int, str]) -> dict: all_addrs: set[int] = set() for s in n2a.values(): all_addrs.update(s) total = len(all_addrs) unique = len(n2a) coll = {n: a for n, a in n2a.items() if len(a) > 1} coll_set: set[int] = set() for addrs in coll.values(): coll_set.update(addrs) n_coll = len(coll_set) rate = n_coll / total if total > 0 else 0.0 top = sorted( [ { "short_name": nm, "distinct_addresses": len(addrs), "addresses": sorted(hex(a) for a in addrs), "example_qualified": [a2diag[a] for a in sorted(addrs)[:3]], } for nm, addrs in coll.items() ], key=lambda x: -x["distinct_addresses"], )[:25] return { "source_function_addresses": total, "unique_short_names": unique, "collision_groups": len(coll), "collision_addresses": n_coll, "collision_rate": round(rate, 6), "collision_rate_pct": f"{rate * 100:.2f}%", "top_collision_groups": top, } def measure_elf(elf_path: Path, stem_index: dict[str, str], verbose: bool = False) -> dict: raw_n2a: dict[str, set[int]] = defaultdict(set) raw_a2diag: dict[int, str] = {} proj_n2a: dict[str, set[int]] = defaultdict(set) proj_a2diag: dict[int, str] = {} cu_stats = {"total": 0, "probe": 0, "non_project_subprograms": 0, "project_subprograms": 0} with elf_path.open("rb") as f: try: elf = ELFFile(f) except ELFError as e: return {"path": str(elf_path), "error": str(e)} if not elf.has_dwarf_info(): return { "path": str(elf_path), "error": "no DWARF info", "raw": _make_stats({}, {}), "project": _make_stats({}, {}), } dwarf = elf.get_dwarf_info() file_tables: dict[int, list] = {} for CU in dwarf.iter_CUs(): cu_stats["total"] += 1 top = CU.get_top_DIE() raw_cu_name = top.attributes.get("DW_AT_name") cu_name = raw_cu_name.value.decode("utf-8", "replace") if raw_cu_name and isinstance(raw_cu_name.value, bytes) else str(raw_cu_name or "") if _is_probe_cu(cu_name): cu_stats["probe"] += 1 if verbose: print(f" [skip probe CU] {cu_name}", file=sys.stderr) continue for die in CU.iter_DIEs(): if die.tag != "DW_TAG_subprogram" or "DW_AT_low_pc" not in die.attributes: continue low_pc = die.attributes["DW_AT_low_pc"].value if low_pc == 0: continue # 1. Resolve exact unqualified function name (DecBench identity key) name = die_str_attr(die, "DW_AT_name") if not name: continue # 2. Resolve linkage name for diagnostic display raw_link = die_str_attr(die, "DW_AT_linkage_name") or die_str_attr(die, "DW_AT_MIPS_linkage_name") or "" demangled = _demangle(raw_link) if raw_link else name # 3. Resolve source declaration stem matching DecBench evalkit/resolve.py decl_basename = get_decl_file_basename(die, dwarf, file_tables) stem = strip_source_ext(decl_basename) if decl_basename else "" is_project = False if stem and stem_index: if stem in stem_index or any(s.endswith("-" + stem) or s.endswith("_" + stem) for s in stem_index): is_project = True raw_n2a[name].add(low_pc) raw_a2diag[low_pc] = demangled if is_project: cu_stats["project_subprograms"] += 1 proj_n2a[name].add(low_pc) proj_a2diag[low_pc] = demangled else: cu_stats["non_project_subprograms"] += 1 return { "path": str(elf_path), "cu_stats": cu_stats, "raw": _make_stats(raw_n2a, raw_a2diag), "project": _make_stats(proj_n2a, proj_a2diag), } def _agg(per_image: list[dict], key: str) -> dict: addrs = sum(r.get(key, {}).get("source_function_addresses", 0) for r in per_image) coll = sum(r.get(key, {}).get("collision_addresses", 0) for r in per_image) rate = coll / addrs if addrs > 0 else 0.0 return { "source_function_addresses": addrs, "collision_addresses": coll, "collision_rate": round(rate, 6), "collision_rate_pct": f"{rate * 100:.2f}%", } def main() -> int: ap = argparse.ArgumentParser(description="Measure DWARF short-name collisions (DecBench-exact source-stem matching)") ap.add_argument("compiled_dir") ap.add_argument("--output", "-o", default=None) ap.add_argument("--exclude-image", nargs="*", default=[], metavar="NAME") ap.add_argument("--verbose", "-v", action="store_true") args = ap.parse_args() compiled = Path(args.compiled_dir) if not compiled.is_dir(): print(f"ERROR: {compiled} is not a directory", file=sys.stderr) return 1 stems = preprocessed_stems(compiled) stem_index = build_stem_index(stems) exclude = set(args.exclude_image) elf_paths = sorted( p for p in compiled.iterdir() if p.is_file() and p.name not in exclude and _is_linked_elf(p) ) # Format paths relative to repo root / working dir clean_dir = str(compiled) if "results/cpp_local" in clean_dir: clean_dir = "results/cpp_local" + clean_dir.split("results/cpp_local")[-1] if not elf_paths: print(f"WARNING: No ELF images in {compiled}", file=sys.stderr) result = { "compiled_dir": clean_dir, "source_stems": stems, "elf_image_count": 0, "aggregated_raw": {}, "aggregated_project": {}, } else: per_image = [] for ep in elf_paths: if args.verbose: print(f" [{ep.name}] (stems={len(stems)})", file=sys.stderr) img_res = measure_elf(ep, stem_index, args.verbose) img_res["path"] = ep.name per_image.append(img_res) result = { "compiled_dir": clean_dir, "source_stems": stems, "exclude_images": list(exclude), "elf_images": [p.name for p in elf_paths], "elf_image_count": len(elf_paths), "per_image": per_image, "aggregated_raw": _agg(per_image, "raw"), "aggregated_project": _agg(per_image, "project"), } out = json.dumps(result, indent=2) if args.output: Path(args.output).write_text(out) print(f"Report: {args.output}") else: print(out) r = result.get("aggregated_raw", {}) p = result.get("aggregated_project", {}) parts = compiled.parts tag = f"{parts[-3]}/{parts[-2]}" if len(parts) >= 3 else str(compiled) print( f"SUMMARY [{tag}] stems={len(stems)}" f" raw={r.get('source_function_addresses','?')} addrs @{r.get('collision_rate_pct','?')}" f" project={p.get('source_function_addresses','?')} addrs @{p.get('collision_rate_pct','?')}", file=sys.stderr, ) return 0 if __name__ == "__main__": raise SystemExit(main())