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| """Expert-tier builder: `alertforge expert --out DIR [--families E1,E2] [--seeds 1-8] [--jobs 4]`. | |
| Builds candidate tasks into DIR/tasks, runs the acceptance gate on each, writes partial/ and null/ policies, | |
| moves candidates that fail the gate to DIR/rejected/ and logs every result to DIR/gate.jsonl.""" | |
| from __future__ import annotations | |
| import json | |
| import os | |
| import shutil | |
| import sys | |
| import time | |
| from concurrent.futures import ProcessPoolExecutor, as_completed | |
| RESAMPLES = 3 # hidden-scenario redraws before a seed whose scenarios can't separate a wrong variant is rejected | |
| def _reject(out: str, tid: str) -> None: | |
| """A failed rebuild cannot leave an old task in the accepted/publishable directories.""" | |
| src, dst = os.path.join(out, "tasks", tid), os.path.join(out, "rejected", tid) | |
| if os.path.exists(src): | |
| if os.path.exists(dst): | |
| shutil.rmtree(dst) | |
| os.makedirs(os.path.dirname(dst), exist_ok=True) | |
| shutil.move(src, dst) | |
| for sub in ("partial", "null"): | |
| shutil.rmtree(os.path.join(out, sub, tid), ignore_errors=True) | |
| def _one(args) -> dict: | |
| fam, seed, out, master, adversaries = args[:5] | |
| from . import build, gate, knobs | |
| if len(args) > 5 and args[5] is not None: | |
| knobs.set_active(args[5]) | |
| tid = f"afx-{fam.lower()}-s{seed:02d}" | |
| t0 = time.time() | |
| sweep: list[str] = [] | |
| try: | |
| for k in range(RESAMPLES): | |
| m = build.build_task(fam, seed, os.path.join(out, "tasks"), tid, master, resample=k) | |
| sweep = gate.variant_sweep(m) | |
| if not sweep: | |
| break | |
| except Exception as e: # a seed the composer cannot host is logged, not fatal | |
| _reject(out, tid) | |
| return {"task_id": tid, "family": fam, "seed": seed, "pass": False, "reasons": [f"build failed: {e!r}"]} | |
| t1 = time.time() | |
| try: | |
| res = gate.gate_task(m, out, adversaries=adversaries, sweep=sweep) | |
| except Exception as e: | |
| _reject(out, tid) | |
| return {"task_id": tid, "family": fam, "seed": seed, "pass": False, | |
| "reasons": [f"gate failed: {e!r}"]} | |
| res.update(seed=seed, build_seconds=round(t1 - t0, 1), gate_seconds=round(time.time() - t1, 1), resample=m["resample"], | |
| knobs=sorted(knobs.ACTIVE), ticket_share=_ticket_share(m["spec"]), | |
| n_checks=m["n_checks"], items=[f"{it.rid}:{it.code}" for it in m["items"]], | |
| kept=[k.alert for k in m["kept"]], company=m["world"].company.name, | |
| n_alert_rules=sum(1 for f in m["world"].files.values() for g in f.groups for r in g["rules"] if "alert" in r), | |
| n_record_rules=sum(1 for f in m["world"].files.values() for g in f.groups for r in g["rules"] if "record" in r), | |
| n_rule_files=len(m["world"].files)) | |
| if not res["pass"]: | |
| _reject(out, tid) | |
| return res | |
| def _ticket_share(spec: dict) -> float: | |
| w = [(r["weight"], bool(r.get("ticket"))) for r in spec["requirements"]] | |
| return round(sum(x for x, t in w if t) / (sum(x for x, _ in w) or 1), 3) | |
| def _seeds(spec: str) -> list[int]: | |
| if "-" in spec: | |
| a, b = spec.split("-") | |
| return list(range(int(a), int(b) + 1)) | |
| return [int(x) for x in spec.split(",")] | |
| def main(a) -> int: | |
| fams = a.families.split(",") | |
| kn = None if getattr(a, "knobs", None) is None else [k for k in a.knobs.split(",") if k] | |
| if kn is not None: | |
| from . import knobs | |
| knobs.set_active(kn) # fail fast on a misspelt knob | |
| jobs = [(f, s, a.out, a.master_seed, not a.no_adversaries, kn) for s in _seeds(a.seeds) for f in fams] | |
| os.makedirs(a.out, exist_ok=True) | |
| log = open(os.path.join(a.out, "gate.jsonl"), "a") | |
| rows, fails = [], 0 | |
| with ProcessPoolExecutor(max_workers=a.jobs) as ex: | |
| futs = [ex.submit(_one, j) for j in jobs] | |
| for fu in as_completed(futs): | |
| res = fu.result() | |
| rows.append(res) | |
| fails += 0 if res["pass"] else 1 | |
| log.write(json.dumps({**res, "ts": time.strftime("%Y-%m-%dT%H:%M:%S")}, default=str) + "\n") | |
| log.flush() | |
| print(f"{res['task_id']:16s} {'PASS' if res['pass'] else 'FAIL'} oracle={res.get('oracle')} alt={res.get('alt')} " | |
| f"null={res.get('null')} partial={res.get('partial')} grader={res.get('grader_seconds')} " | |
| f"checks={res.get('n_checks')}" + ("" if res["pass"] else f"\n {str(res['reasons'])[:600]}"), flush=True) | |
| mpath = os.path.join(a.out, "manifest.jsonl") | |
| keep = {} | |
| if os.path.exists(mpath): | |
| for line in open(mpath): | |
| r = json.loads(line) | |
| keep[r["task_id"]] = r | |
| for r in rows: | |
| keep.pop(r["task_id"], None) | |
| if r["pass"]: | |
| keep[r["task_id"]] = {k: r.get(k) for k in ("task_id", "family", "seed", "company", "items", "kept", "n_checks", | |
| "n_alert_rules", "n_record_rules", "n_rule_files", "grader_seconds", | |
| "partial", "alert_rules_pristine", "ticket_share", "detect", | |
| "overlap", "overlap_seed", "decoys", "resample", "knobs")} | {"tier": "expert"} | |
| with open(mpath, "w") as fh: | |
| for tid in sorted(keep): | |
| fh.write(json.dumps(keep[tid]) + "\n") | |
| print(f"{len(rows) - fails}/{len(rows)} candidates pass the gate") | |
| # cross-task sameness (R2, SPEC 7.6 item 3): every sentence in at most a third of the tasks carrying its text | |
| from . import xlint | |
| built = [(f, s) for s in _seeds(a.seeds) for f in fams] | |
| bad, stats = xlint.check([xlint.render(f, s, a.master_seed) for f, s in built]) | |
| with open(os.path.join(a.out, "xlint.json"), "w") as fh: | |
| json.dump({"tasks": [f"afx-{f.lower()}-s{s:02d}" for f, s in built], "over_cap": bad, **stats}, fh, indent=1, default=str) | |
| print(f"cross-task lint: {len(bad)} sentences over the cap, max 6-gram Jaccard {stats['max_jaccard_6gram']}") | |
| for b in bad[:20]: | |
| print(" ", b) | |
| return 0 if not bad and not fails else 1 | |
| if __name__ == "__main__": | |
| sys.exit(0) | |