#!/usr/bin/env python3 """Send every item to an OpenAI-compatible chat endpoint (llama-server, OpenRouter) under one arm and append raw replies to a JSONL file. Resumable: (item, arm, model, sample) keys already in the output are skipped. Every record carries the request hash and the reply sha256. usage: run_items.py --base URL --model NAME --arm A|B|C --out FILE [--date YYYY-MM-DD] [--items id1,id2] [--max-tokens 4096] [--temperature T] [--seed N] """ import argparse import hashlib import json import sys import time import urllib.error import urllib.request from pathlib import Path HERE = Path(__file__).resolve().parent SYSTEM_A = "You are a coding assistant. Reply with complete code in fenced code blocks." def calendar_context(): """Arm C text: every calendar row as one line (date, title, fix label). The same text goes to every item; the model has to find the relevant row itself.""" E = json.load(open(HERE / "calendar-entries-20261112.json"))["entries"] lines = [] for r in sorted(E, key=lambda r: r["date"]): fix = r["fix"].get("label") or (r["fix"].get("text") or "")[:160] lines.append(f"- {r['date']} {r['title']}. Fix: {fix}".replace("\n", " ")) return ("Breakage Calendar (cybernative.ai/breakage-calendar, data of 12 November 2026): " "dated upstream changes that break working software.\n" + "\n".join(lines)) def system_for(arm, date): if arm == "A": return SYSTEM_A s = SYSTEM_A + f"\nToday's date is {date}." if arm == "C": s += "\n\n" + calendar_context() return s def main(): ap = argparse.ArgumentParser() ap.add_argument("--base", required=True) ap.add_argument("--model", required=True) ap.add_argument("--arm", choices="ABC", required=True) ap.add_argument("--out", required=True) ap.add_argument("--date", default=time.strftime("%Y-%m-%d", time.gmtime())) ap.add_argument("--items", default="") ap.add_argument("--max-tokens", type=int, default=4096) ap.add_argument("--temperature", type=float, default=None) ap.add_argument("--seed", type=int, default=None) ap.add_argument("--sample", type=int, default=0) ap.add_argument("--key-env", default="") a = ap.parse_args() items = [json.loads(l) for l in open(HERE / "items.jsonl")] if a.items: keep = set(a.items.split(",")) items = [i for i in items if i["id"] in keep] out = Path(a.out) done = set() if out.exists(): for l in open(out): r = json.loads(l) if not r.get("error"): # failed calls are retried on the next pass done.add((r["item"], r["arm"], r["model"], r["sample"])) system = system_for(a.arm, a.date) headers = {"Content-Type": "application/json"} if a.key_env: import os headers["Authorization"] = "Bearer " + os.environ[a.key_env] for it in items: key = (it["id"], a.arm, a.model, a.sample) if key in done: continue body = {"model": a.model, "max_tokens": a.max_tokens, "messages": [{"role": "system", "content": system}, {"role": "user", "content": it["prompt"]}]} if a.temperature is not None: body["temperature"] = a.temperature if a.seed is not None: body["seed"] = a.seed raw = json.dumps(body).encode() t0 = time.time() req = urllib.request.Request(a.base.rstrip("/") + "/chat/completions", data=raw, headers=headers) try: with urllib.request.urlopen(req, timeout=900) as r: resp = json.load(r) msg = resp["choices"][0]["message"] reply = msg.get("content") or "" err = None except urllib.error.URLError as e: if isinstance(getattr(e, "reason", None), (ConnectionRefusedError, ConnectionResetError)) or "refused" in str(e): print("server unreachable, stopping without a record:", e, flush=True) return 3 resp, reply, err, msg = None, "", repr(e)[:300], {} except Exception as e: # recorded; retried on the next pass resp, reply, err, msg = None, "", repr(e)[:300], {} rec = {"item": it["id"], "arm": a.arm, "model": a.model, "sample": a.sample, "date": a.date, "requestSha256": hashlib.sha256(raw).hexdigest(), "systemSha256": hashlib.sha256(system.encode()).hexdigest(), "reply": reply, "reasoning": (msg.get("reasoning_content") or "")[:20000], "replySha256": hashlib.sha256(reply.encode()).hexdigest(), "seconds": round(time.time() - t0, 1), "finish": (resp or {}).get("choices", [{}])[0].get("finish_reason"), "usage": (resp or {}).get("usage"), "error": err, "at": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime())} with open(out, "a") as f: f.write(json.dumps(rec) + "\n") print(it["id"], a.arm, rec["finish"], rec["seconds"], err or "", flush=True) if __name__ == "__main__": sys.exit(main())