#!/usr/bin/env python3 """Computer-use benchmark: eight fixed tasks on a throwaway box, timed step by step. Each task gets a fresh chat (the state file is reset from a template), runs through `anybot --ask`, and is checked inside the box. Per task it records: success, steps, tool calls by route (command / screen / browser / other), route switches, total seconds and how they split between the model and the tools. Never run it against the real box: it needs ANYBOT_BOX_NAME and ANYBOT_BOX_VOLUME of its own (cloudbox.rs own_volume), and a data folder that is a copy, not the real one. python3 -I run.py --bin --template --data --docker-host \ --out results.json [--tasks T1,T4] [--runs 1] """ import argparse, json, os, re, shutil, subprocess, sys, time BOX = os.environ.get("ANYBOT_BOX_NAME", "") VOL = os.environ.get("ANYBOT_BOX_VOLUME", "") def dx(cmd, docker_host, check=False, timeout=600, user="bot"): """Run a shell command in the bench box (as the bot user unless told otherwise).""" env = dict(os.environ, DOCKER_HOST=docker_host) r = subprocess.run(["docker", "exec", "-u", user, "-e", "DISPLAY=:1", "-e", "HOME=/home/bot", BOX, "bash", "-lc", cmd], capture_output=True, text=True, env=env, timeout=timeout) if check and r.returncode != 0: raise RuntimeError(f"box command failed: {cmd}\n{r.stdout}\n{r.stderr}") return r.returncode, (r.stdout or "") + (r.stderr or "") FORM = r"""訂購表單

訂購表單








""" FORM_VALUES = ["王小明", "ming@example.com", "0912345678", "台中", "3", "請在下午送達"] def form_code(): h = 0 for ch in "|".join(FORM_VALUES): h = (h * 31 + ord(ch)) & 0xFFFFFFFF return f"{h % 1000000:06d}" def digits(s): return re.sub(r"[,\s,]", "", s) TASKS = [ {"id": "T1", "route": "command", "name": "時區改成東京", # Earlier runs may have left a timezone in the bot's login files or the desktop's # environment (a workaround some runs used): clear every trace so `date` starts in UTC. "setup": "ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime; rm -f /etc/timezone; " "for f in /home/bot/.profile /home/bot/.bashrc /home/bot/.bash_profile /home/bot/.pam_environment /etc/environment /etc/profile.d/*tz* /etc/profile.d/*time*; do " "[ -f \"$f\" ] && sed -i '/TZ=/d;/Asia\\/Tokyo/d' \"$f\"; done; " "grep -l 'TZ=' /proc/[0-9]*/environ 2>/dev/null | cut -d/ -f3 | xargs -r ps -o pid=,comm= -p | grep -E 'fluxbox|xterm' | awk '{print $1}' | xargs -r kill; sleep 1; " "su bot -c 'date +%Z'", "ask": "把你電腦的時區設成日本東京時間,設好後告訴我現在那台電腦顯示的時間。", "check": lambda dh, ans: "Tokyo" in dx("readlink -f /etc/localtime; cat /etc/timezone 2>/dev/null", dh)[1]}, {"id": "T2", "route": "screen", "name": "計算機 App", "setup": "(command -v galculator >/dev/null || (sudo apt-get update -qq && sudo DEBIAN_FRONTEND=noninteractive apt-get install -y -qq galculator >/dev/null)); pkill galculator; true", "ask": "打開你電腦上的計算機 App(galculator),用它的按鈕算 1234 × 5678,告訴我計算機上顯示的答案。", "check": lambda dh, ans: "7006652" in digits(ans) and dx("pgrep -x galculator", dh)[0] == 0}, {"id": "T3", "route": "screen-or-browser", "name": "Chromium 預設搜尋引擎", # Back to Chromium's own default (an earlier run may have set Bing): browser closed, the # saved choice removed from its preferences. "setup": "pkill -f '^/usr/lib/chromium/chromium' ; sleep 2; python3 - <<'PY'\n" "import json\nfor p in ['/home/bot/.config/anybot-profile/Default/Preferences', '/home/bot/.config/chromium/Default/Preferences']:\n" " try:\n d = json.load(open(p))\n except Exception:\n continue\n" " d.pop('default_search_provider_data', None); d.pop('default_search_provider', None)\n json.dump(d, open(p, 'w'))\n print('reset', p)\nPY", "ask": "把你電腦上 Chromium 瀏覽器的預設搜尋引擎改成 Bing。", # Chromium writes its preferences up to ~10 s after a change: look for 15 s. "check": lambda dh, ans: "bing" in dx("for i in $(seq 15); do python3 - <<'PY' && break\nimport json, sys\np='/home/bot/.config/anybot-profile/Default/Preferences'\ntry:\n t=json.dumps(json.load(open(p)).get('default_search_provider_data',{})).lower()\nexcept Exception as e: t=str(e)\nprint(t)\nsys.exit(0 if 'bing' in t else 1)\nPY\nsleep 1; done", dh)[1]}, {"id": "T4", "route": "command", "name": "照片依月份分類", "setup": "rm -rf ~/bench/photos && mkdir -p ~/bench/photos && cd ~/bench/photos && " "for m in 2026-08 2026-09 2026-10; do for i in 1 2 3 4; do f=IMG_${m}_$i.jpg; echo x > $f; touch -d ${m}-1${i}T10:00:00 $f; done; done; " "for f in *; do mv \"$f\" \"photo_$RANDOM$RANDOM.jpg\"; done", "ask": "把 ~/bench/photos 裡的照片依照檔案的修改日期,分到用「年-月」命名的子資料夾(例如 2026-08)。", "check": lambda dh, ans: dx("cd ~/bench/photos && for d in 2026-08 2026-09 2026-10; do ls $d | wc -l; done | tr '\\n' ' '; ls -p | grep -v / | wc -l", dh)[1].split() == ["4", "4", "4", "0"]}, {"id": "T5", "route": "command", "name": "建資料夾再改名", "setup": "mkdir -p ~/bench && rm -rf ~/bench/報告 ~/bench/'2026 報告'", "ask": "在 ~/bench 建一個叫「報告」的資料夾,再把它改名成「2026 報告」。", "check": lambda dh, ans: dx("test -d ~/bench/'2026 報告' && ! test -e ~/bench/報告 && echo OK", dh)[1].strip() == "OK"}, {"id": "T6", "route": "command", "name": "裝 tree 查版本", "setup": "sudo apt-get remove -y -qq tree >/dev/null 2>&1; true", "ask": "在你的電腦上安裝 tree 這個指令,告訴我它的版本號。", "check": lambda dh, ans: dx("tree --version", dh)[0] == 0}, {"id": "T7", "route": "browser", "name": "維基百科查高度", "setup": "true", "ask": "用你電腦上的瀏覽器到中文維基百科搜尋「台北101」,告訴我它的高度是多少公尺。", "check": lambda dh, ans: "508" in ans}, {"id": "T8", "route": "browser", "name": "填表送出", "setup": "mkdir -p ~/bench/form && cat > ~/bench/form/index.html <<'EOF'\n" + FORM + "\nEOF\n" # (Anchored at the program: this very shell's command line names the server too.) "pkill -f '^python3 -m http.server 8770'; sleep 0.5; cd /home/bot/bench/form && (su bot -c 'setsid python3 -m http.server 8770 --bind 127.0.0.1 >/dev/null 2>&1 &'); " "for i in 1 2 3 4 5 6 7 8 9 10; do curl -s -o /dev/null http://127.0.0.1:8770/ && break; sleep 0.5; done; curl -s http://127.0.0.1:8770/ | grep -c 訂購表單", "ask": "到 http://127.0.0.1:8770 填表:姓名 王小明、Email ming@example.com、電話 0912345678、城市 台中、數量 3、備註 請在下午送達,勾選同意後送出,告訴我頁面上的確認碼。", "check": lambda dh, ans: form_code() in ans}, ] ROUTE = [("command", ("shell", "read_file", "write_file", "edit_file", "list_dir", "search", "read_terminal", "write_terminal")), ("screen", ("computer_use_",)), ("browser", ("browser_", "web_fetch"))] def route_of(name): for r, prefixes in ROUTE: if any(name == p or name.startswith(p) for p in prefixes): return r return "other" def analyze(msgs): """Steps, calls by route, switches, and time split from the turn's messages.""" if not msgs: return {} t0 = msgs[0]["at"] prev = t0 model_ms = tool_ms = 0 calls, seq = [], [] steps = 0 for m in msgs[1:]: gap = max(0, m.get("at", prev) - prev) prev = m.get("at", prev) if m.get("role") == "Assistant": if m.get("summary"): continue steps += 1 model_ms += gap for c in m.get("tool_calls") or []: calls.append(c["name"]) seq.append(route_of(c["name"])) elif m.get("role") == "Tool": tool_ms += gap switches = sum(1 for a, b in zip(seq, seq[1:]) if a != b and "other" not in (a, b)) by_route = {} for r in seq: by_route[r] = by_route.get(r, 0) + 1 final = next((m.get("text", "") for m in reversed(msgs) if m.get("role") == "Assistant" and m.get("text")), "") # Every step, short, for reading why a run went the way it did. transcript = [] for m in msgs: at = round((m.get("at", t0) - t0) / 1000, 1) if m.get("role") == "Assistant": transcript.append({"t": at, "say": (m.get("text") or "")[:300], "think": len(m.get("thinking") or ""), "calls": [{"name": c["name"], "args": (c.get("args") or "")[:400]} for c in m.get("tool_calls") or []]}) elif m.get("role") == "Tool": transcript.append({"t": at, "tool": m.get("tool_name"), "out": (m.get("text") or "")[:400]}) return {"steps": steps, "calls": len(calls), "by_route": by_route, "switches": switches, "total_s": round((prev - t0) / 1000, 1), "model_s": round(model_ms / 1000, 1), "tool_s": round(tool_ms / 1000, 1), "tools": calls, "answer": final[:600], "transcript": transcript} def main(): ap = argparse.ArgumentParser() ap.add_argument("--bin", required=True) ap.add_argument("--template", required=True) ap.add_argument("--data", required=True) ap.add_argument("--docker-host", required=True) ap.add_argument("--out", required=True) ap.add_argument("--tasks", default="") ap.add_argument("--runs", type=int, default=1) ap.add_argument("--secs", type=int, default=600) ap.add_argument("--keep-skills", action="store_true", help="carry skills learned in one run into the next (to measure replay)") a = ap.parse_args() if not BOX or not VOL or BOX == "anybot-box" or VOL == "anybot-box-home": sys.exit("set ANYBOT_BOX_NAME and ANYBOT_BOX_VOLUME to a throwaway box of its own") real = os.path.realpath(os.path.expanduser("~/Library/Application Support/AnyBot")) if os.path.realpath(a.data).startswith(real): sys.exit("--data must be a scratch copy, not the real data folder") want = {t.strip() for t in a.tasks.split(",") if t.strip()} tasks = [t for t in TASKS if not want or t["id"] in want] results = json.load(open(a.out)) if os.path.exists(a.out) else [] env = dict(os.environ, ANYBOT_DATA_DIR=a.data, ANYBOT_ASK_SECS=str(a.secs)) kept_skills = [] for run in range(a.runs): for t in tasks: print(f"== {t['id']} {t['name']} (run {run + 1})", flush=True) # Setup runs as the box's root (sudo can't raise the bot user under gVisor); what it # makes in the bot's home is handed back to the bot. # Every task starts on a clear desktop: apps a previous task left open are closed. dx("pkill -x galculator; pkill -x xterm; pkill -f '^/usr/lib/chromium/chromium'; sleep 1; true", a.docker_host, user="root") rc, out = dx(t["setup"].replace("sudo ", "") + "; chown -R bot:bot /home/bot/bench 2>/dev/null; true", a.docker_host, check=False, timeout=900, user="root") print(" setup:", out.strip().replace("\n", " ")[-160:], flush=True) shutil.copyfile(a.template, os.path.join(a.data, "state.json")) os.chmod(os.path.join(a.data, "state.json"), 0o600) if a.keep_skills and kept_skills: st0 = json.load(open(os.path.join(a.data, "state.json"))) st0["skills"] = kept_skills json.dump(st0, open(os.path.join(a.data, "state.json"), "w"), ensure_ascii=False) started = time.time() try: p = subprocess.run([a.bin, "--ask", t["ask"]], capture_output=True, text=True, env=env, timeout=a.secs + 400) log = p.stdout + p.stderr except subprocess.TimeoutExpired as e: log = f"TIMEOUT {e}" wall = round(time.time() - started, 1) st = json.load(open(os.path.join(a.data, "state.json"))) if a.keep_skills: kept_skills = st.get("skills", []) msgs = st["bots"][0]["messages"] r = analyze(msgs) try: ok = bool(t["check"](a.docker_host, r.get("answer", ""))) except Exception as e: # a checker that fails counts as a miss ok = False r["check_error"] = str(e) r["skills"] = [{"name": k.get("name"), "steps": len(k.get("steps", []))} for k in st.get("skills", [])] r["replayed"] = "replay_skill" in r.get("tools", []) r.update({"id": t["id"], "name": t["name"], "expected_route": t["route"], "ok": ok, "run": run + 1, "process_s": wall, "at": time.strftime("%Y-%m-%d %H:%M"), "log_tail": log[-1500:]}) results.append(r) json.dump(results, open(a.out, "w"), ensure_ascii=False, indent=1) print(f" ok={ok} steps={r.get('steps')} total={r.get('total_s')}s model={r.get('model_s')}s tool={r.get('tool_s')}s " f"routes={r.get('by_route')} switches={r.get('switches')}", flush=True) if __name__ == "__main__": main()