#!/usr/bin/env python3 """Generate compound tasks by combining already-validated single defects. Every single-defect task in the corpus has been through the builder, so its fault is known findable and its tests known correct against the reference. A compound is the union of several such tasks whose broken files are disjoint -- that disjointness is what guarantees no single edit repairs more than one, which is the property the difficulty dial depends on. Nothing is invented here: the break overlays and the tests are the ones already validated, and only the instruction is composed. """ import argparse, itertools, json, sys from pathlib import Path sys.path.insert(0, str(Path(__file__).parent)) from make_tasks import CORPUS # noqa: E402 def read_tree(root: Path) -> dict: if not root.is_dir(): return {} return {str(p.relative_to(root)): p.read_text() for p in sorted(root.rglob("*")) if p.is_file()} def load_singles(repo: str): """Every task in `repo` that breaks exactly one file and is not compound.""" out = [] tasks_dir = CORPUS / repo / "tasks" for task_dir in sorted(tasks_dir.glob("*")): meta_path = task_dir / "task.json" if not meta_path.is_file(): continue meta = json.loads(meta_path.read_text()) if meta.get("compound"): continue broken = read_tree(task_dir / "break") tests = read_tree(task_dir / "tests") if len(broken) != 1 or not tests: continue # compounds and malformed tasks are not ingredients out.append({ "id": task_dir.name, "files": broken, "tests": tests, "instruction": meta["instruction"], "difficulty": meta.get("difficulty", 3), }) return out def compose_instruction(parts) -> str: """One triage ticket listing each symptom, renumbered.""" head = (f"{len(parts)} findings from this week's triage. They have separate " f"causes and are not related to one another; all {len(parts)} need " f"fixing.\n") body = [] for n, part in enumerate(parts, 1): # keep only the symptom prose, dropping each source task's own numbering text = part["instruction"].strip() text = "\n ".join(line.strip() for line in text.splitlines() if line.strip()) body.append(f"\n{n}. {text}") return head + "\n".join(body) def build(repo: str, lang: str, size: int, limit: int, prefix: str): singles = load_singles(repo) made, used_pairs = 0, set() # Cap how often one defect is reused. Without this the generator anchors # nearly every compound on whichever ingredient sorts first, which # correlates the outcomes: one defect a model cannot fix would sink most of # the corpus at once, and the resolved rate would measure that single bug # rather than the breadth it is meant to. max_uses = max(2, (limit * size) // max(len(singles), 1) + 1) uses: dict = {} for combo in itertools.combinations(singles, size): if made >= limit: break touched = [set(c["files"]) for c in combo] # disjoint files: no single edit can repair two of them if any(a & b for a, b in itertools.combinations(touched, 2)): continue ids = tuple(sorted(c["id"] for c in combo)) if any(uses.get(i, 0) >= max_uses for i in ids): continue # avoid re-using the same pair of ingredients across many compounds pairs = set(itertools.combinations(ids, 2)) if pairs & used_pairs: continue used_pairs |= pairs for i in ids: uses[i] = uses.get(i, 0) + 1 merged_files, merged_tests = {}, {} for part in combo: merged_files.update(part["files"]) for name, body in part["tests"].items(): key = name if key in merged_tests and merged_tests[key] != body: stem, dot, ext = name.partition(".") key = f"{stem}_{part['id'].replace('-', '_')}{dot}{ext}" merged_tests[key] = body task_id = f"{prefix}-{made + 1:02d}" tdir = CORPUS / repo / "tasks" / task_id (tdir / "tests").mkdir(parents=True, exist_ok=True) for rel, content in merged_files.items(): out = tdir / "break" / rel out.parent.mkdir(parents=True, exist_ok=True) out.write_text(content) for name, body in merged_tests.items(): (tdir / "tests" / name).write_text(body) (tdir / "task.json").write_text(json.dumps({ "lang": lang, "category": "logic", "difficulty": 5, "compound": True, "ingredients": list(ids), "instruction": compose_instruction(combo), }, indent=2) + "\n") print(f" {task_id}: {' + '.join(ids)}") made += 1 print(f"{made} compound task(s) for {repo}") return made if __name__ == "__main__": ap = argparse.ArgumentParser() ap.add_argument("--size", type=int, default=3, help="defects per compound") ap.add_argument("--limit", type=int, default=8, help="max compounds per repo") args = ap.parse_args() total = 0 for repo, lang, prefix in (("python/scheduler", "python", "triage"), ("typescript/router", "typescript", "review"), ("python/ledger", "python", "audit")): total += build(repo, lang, args.size, args.limit, f"{prefix}{args.size}") print(f"\n{total} total")