"""Generate negative-control prediction files for SWE-DockerLess. Three controls, each of which must score 0/4: empty.jsonl every prediction is an empty patch cross.jsonl each instance receives another instance's gold patch partial.jsonl a plausible but incomplete fix: the gold patch with one of the bugs reintroduced (or, for semverlite, only one of its two files fixed) Run with: python tools/make_controls.py """ import json import shutil import subprocess import sys import tempfile from pathlib import Path ROOT = Path(__file__).resolve().parent.parent REPOS = ROOT / "repos" FIXED = ROOT / "fixed" OUTDIR = ROOT / "predictions" DATASET = ROOT / "SWE-DockerLess.jsonl" GIT_FLAGS = [ "-c", "core.autocrlf=false", "-c", "core.safecrlf=false", "-c", "user.name=control", "-c", "user.email=control@example.invalid", "-c", "commit.gpgsign=false", ] def git(args, cwd): proc = subprocess.run( ["git"] + GIT_FLAGS + args, cwd=str(cwd), capture_output=True, text=True, encoding="utf-8" ) if proc.returncode != 0: raise RuntimeError("git %s failed: %s %s" % (args, proc.stdout, proc.stderr)) return proc def read_tree(root): files = {} for path in sorted(Path(root).rglob("*")): if path.is_dir() or ".git" in path.parts: continue files[path.relative_to(root).as_posix()] = path.read_text(encoding="utf-8") return files def write_tree(files, dest): for rel, content in files.items(): path = Path(dest) / rel path.parent.mkdir(parents=True, exist_ok=True) with open(path, "w", encoding="utf-8", newline="\n") as handle: handle.write(content) def diff_with_overrides(name, overrides): """Return a unified diff that turns the base repo into base+overrides.""" with tempfile.TemporaryDirectory(prefix="swedl-ctl-") as tmp: work = Path(tmp) / "w" work.mkdir() write_tree(read_tree(REPOS / name), work) git(["init", "-q", "-b", "main"], work) git(["add", "-A"], work) git(["commit", "-q", "-m", "base"], work) write_tree(overrides, work) return git(["diff", "--no-color"], work).stdout def main(): OUTDIR.mkdir(exist_ok=True) rows = [json.loads(line) for line in open(DATASET, encoding="utf-8") if line.strip()] ids = [row["instance_id"] for row in rows] # --- control 1: empty patches ---------------------------------------- with open(OUTDIR / "empty.jsonl", "w", encoding="utf-8", newline="\n") as handle: for row in rows: handle.write( json.dumps( { "instance_id": row["instance_id"], "model_name_or_path": "control-empty", "model_patch": "", } ) + "\n" ) # --- control 2: cross-instance gold patches --------------------------- with open(OUTDIR / "cross.jsonl", "w", encoding="utf-8", newline="\n") as handle: for index, row in enumerate(rows): other = rows[(index + 1) % len(rows)] handle.write( json.dumps( { "instance_id": row["instance_id"], "model_name_or_path": "control-cross", "model_patch": other["patch"], } ) + "\n" ) # --- control 3: plausible but incomplete fixes ------------------------ partial = {} # miniconf: cycle detection kept, but the $$ escape dropped again config = read_tree(FIXED / "miniconf")["miniconf/config.py"] broken_escape = config.replace( ' if text.startswith("$$", index):\n' ' out.append("$")\n' " index += 2\n" " continue\n", "", ) assert broken_escape != config, "miniconf control replacement did not apply" partial["swedl__miniconf-1"] = diff_with_overrides( "miniconf", {"miniconf/config.py": broken_escape} ) # ttlcache: len() fixed, but reads still do not refresh recency cache = read_tree(FIXED / "ttlcache")["ttlcache/cache.py"] broken_recency = cache.replace(" self._data.move_to_end(key)\n", "") assert broken_recency != cache, "ttlcache control replacement did not apply" partial["swedl__ttlcache-1"] = diff_with_overrides( "ttlcache", {"ttlcache/cache.py": broken_recency} ) # cronlite: Sunday alias fixed, but `/` still collapses fields = read_tree(FIXED / "cronlite")["cronlite/fields.py"] broken_step = fields.replace( " start = self._check(int(base))\n stop = self.maximum\n", " start = self._check(int(base))\n stop = start\n", ) assert broken_step != fields, "cronlite control replacement did not apply" partial["swedl__cronlite-1"] = diff_with_overrides( "cronlite", {"cronlite/fields.py": broken_step} ) # semverlite: precedence fixed, range gating left out version = read_tree(FIXED / "semverlite")["semverlite/version.py"] partial["swedl__semverlite-1"] = diff_with_overrides( "semverlite", {"semverlite/version.py": version} ) with open(OUTDIR / "partial.jsonl", "w", encoding="utf-8", newline="\n") as handle: for instance_id in ids: handle.write( json.dumps( { "instance_id": instance_id, "model_name_or_path": "control-partial", "model_patch": partial[instance_id], } ) + "\n" ) print("wrote controls for %d instances -> %s" % (len(ids), OUTDIR)) if __name__ == "__main__": main()