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submmit/main.py

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from __future__ import annotations
import json
import os
import signal
import subprocess
import sys
import time
from datetime import datetime, timezone
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from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
from pathlib import Path
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from modelhub_submmit_api.defaults import EMBEDDED_MODELHUB_XC_TOKEN, EMBEDDED_MODELSCOPE_TOKEN
from modelhub_submmit_api.version import AGENT_VERSION
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HOST = "0.0.0.0"
PORT = int(os.getenv("PORT", "8080"))
ROOT = Path(__file__).resolve().parent
WORKER_SCRIPT = ROOT / "modelhub_submmit_api" / "poll_runner.py"
READINESS_PATH = ROOT / ".modelhub_state" / "readiness.json"
WORKER_CRASH_PATH = ROOT / ".modelhub_state" / "worker_crashes.jsonl"
WORKER_STABLE_SECONDS = max(60, int(os.getenv("MODELHUB_AGENT_WORKER_STABLE_SECONDS", "600")))
WORKER_RESTART_MAX_SECONDS = max(30, int(os.getenv("MODELHUB_AGENT_WORKER_RESTART_MAX_SECONDS", "300")))
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shutdown_requested = False
worker: subprocess.Popen | None = None
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config_error: str | None = None
worker_start_enabled = False
worker_started_at: float | None = None
worker_next_restart_at = 0.0
worker_restart_count = 0
worker_last_exit_code: int | None = None
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def _has_modelhub_auth() -> bool:
return bool(
os.getenv("MODELHUB_XC_TOKEN")
or os.getenv("XC_TOKEN")
or os.getenv("MODELHUB_TOKEN")
or os.getenv("MODELHUB_JWT_TOKEN")
or os.getenv("JWT_TOKEN")
or EMBEDDED_MODELHUB_XC_TOKEN
)
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def _csv_args(env_name: str) -> list[str]:
value = os.getenv(env_name, "").strip()
if not value:
return []
return [part.strip() for part in value.split() if part.strip()]
def _worker_command() -> list[str]:
cmd = [
sys.executable,
"-u",
str(WORKER_SCRIPT),
"--poll-interval-seconds",
os.getenv("MODELHUB_AGENT_POLL_INTERVAL_SECONDS", "15"),
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"--idle-interval-seconds",
os.getenv("MODELHUB_AGENT_IDLE_INTERVAL_SECONDS", "60"),
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"--post-cycle-cooldown-seconds",
os.getenv("MODELHUB_AGENT_POST_CYCLE_COOLDOWN_SECONDS", "2"),
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"--skip-history-archive",
"--state-sync",
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]
daily_target = os.getenv("MODELHUB_AGENT_DAILY_TARGET", "").strip()
if daily_target:
cmd.extend(["--daily-target", daily_target])
min_downloads = os.getenv("MODELHUB_AGENT_MIN_DOWNLOADS", "").strip()
if min_downloads:
cmd.extend(["--min-downloads", min_downloads])
gpus = os.getenv("MODELHUB_AGENT_GPUS", "").strip()
if gpus:
cmd.extend(["--gpus", gpus])
cmd.extend(_csv_args("MODELHUB_AGENT_EXTRA_ARGS"))
# The hosted agent's goal is to fill every currently available slot. Keep
# this last so an old environment or extra-args value cannot restore "5".
cmd.extend(["--max-submits-per-run", "0"])
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return cmd
def _config() -> dict[str, object]:
return {
"agent_version": AGENT_VERSION,
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"strategy_id_present": bool(os.getenv("STRATEGY_ID")),
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"modelscope_token_present": bool(os.getenv("MODELSCOPE_API_TOKEN") or os.getenv("MODELSCOPE_TOKEN") or EMBEDDED_MODELSCOPE_TOKEN),
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"modelhub_auth_present": _has_modelhub_auth(),
"config_error": config_error,
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"worker_running": worker is not None and worker.poll() is None,
"worker_return_code": worker_last_exit_code if worker is None else worker.poll(),
"worker_restart_count": worker_restart_count,
"worker_restart_pending": bool(
worker_start_enabled
and worker is None
and not shutdown_requested
and config_error is None
),
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}
def _readiness() -> dict[str, object]:
try:
payload = json.loads(READINESS_PATH.read_text(encoding="utf-8"))
except (FileNotFoundError, OSError, ValueError, TypeError):
return {"ready": False, "reason": "readiness_not_reported"}
return payload if isinstance(payload, dict) else {"ready": False, "reason": "readiness_invalid"}
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class Handler(BaseHTTPRequestHandler):
def do_GET(self) -> None:
if self.path == "/health":
# This endpoint is a liveness probe for the supervisor. Worker
# readiness is reported separately by /ready.
status = "ok" if worker is not None and worker.poll() is None else "degraded"
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if config_error:
status = "config_error"
self._send_json({"status": status, "config": _config()})
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return
if self.path == "/ready":
readiness = _readiness()
status = 200 if readiness.get("ready") is True else 503
self._send_json(
{
"status": "ready" if status == 200 else "not_ready",
"readiness": readiness,
"config": _config(),
},
status=status,
)
return
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if self.path == "/":
self._send_json({"name": "modelhub-submmit-agent", "status": "running", "config": _config()})
return
self._send_json({"error": "not found"}, status=404)
def log_message(self, fmt: str, *args: object) -> None:
print(f"{self.address_string()} - {fmt % args}", flush=True)
def _send_json(self, body: dict[str, object], status: int = 200) -> None:
payload = json.dumps(body, ensure_ascii=False).encode("utf-8")
self.send_response(status)
self.send_header("Content-Type", "application/json")
self.send_header("Content-Length", str(len(payload)))
self.end_headers()
self.wfile.write(payload)
def _stop_worker() -> None:
global worker
if worker is None or worker.poll() is not None:
return
print("stopping submission worker", flush=True)
worker.terminate()
try:
worker.wait(timeout=25)
except subprocess.TimeoutExpired:
worker.kill()
worker.wait(timeout=5)
def _restart_delay(restart_count: int) -> int:
return min(WORKER_RESTART_MAX_SECONDS, 5 * (2 ** min(max(0, restart_count - 1), 6)))
def _write_supervisor_readiness(reason: str, *, exit_code: int | None = None) -> None:
READINESS_PATH.parent.mkdir(parents=True, exist_ok=True)
payload = {
"ready": False,
"reason": reason,
"updatedAt": datetime.now(timezone.utc).isoformat(),
"supervisor": {
"workerRestartCount": worker_restart_count,
"lastExitCode": exit_code,
},
}
temporary = READINESS_PATH.with_name(f".{READINESS_PATH.name}.supervisor-{os.getpid()}")
temporary.write_text(json.dumps(payload, ensure_ascii=False), encoding="utf-8")
os.replace(temporary, READINESS_PATH)
def _record_worker_crash(*, exit_code: int | None, uptime_seconds: float, reason: str) -> None:
WORKER_CRASH_PATH.parent.mkdir(parents=True, exist_ok=True)
event = {
"at": datetime.now(timezone.utc).isoformat(),
"exitCode": exit_code,
"uptimeSeconds": round(max(0.0, uptime_seconds), 3),
"restartCount": worker_restart_count,
"reason": reason[:500],
}
with WORKER_CRASH_PATH.open("a", encoding="utf-8") as handle:
handle.write(json.dumps(event, ensure_ascii=False, separators=(",", ":")) + "\n")
def _launch_worker(*, now: float | None = None) -> bool:
global worker, worker_started_at, worker_last_exit_code
now = time.monotonic() if now is None else now
cmd = _worker_command()
print("starting submission worker: " + " ".join(cmd), flush=True)
try:
worker = subprocess.Popen(cmd, cwd=str(ROOT))
except OSError as exc:
worker = None
worker_started_at = None
worker_last_exit_code = None
print(f"submission worker spawn failed: {type(exc).__name__}: {exc}", flush=True)
return False
worker_started_at = now
worker_last_exit_code = None
return True
def _supervise_worker(*, now: float | None = None) -> None:
global worker, worker_started_at, worker_next_restart_at
global worker_restart_count, worker_last_exit_code
if not worker_start_enabled or shutdown_requested or config_error:
return
now = time.monotonic() if now is None else now
if worker is not None:
return_code = worker.poll()
if return_code is None:
if worker_started_at is not None and now - worker_started_at >= WORKER_STABLE_SECONDS:
worker_restart_count = 0
return
uptime = max(0.0, now - worker_started_at) if worker_started_at is not None else 0.0
if uptime >= WORKER_STABLE_SECONDS:
worker_restart_count = 0
worker_restart_count += 1
worker_last_exit_code = int(return_code)
delay = _restart_delay(worker_restart_count)
worker_next_restart_at = now + delay
print(
f"submission worker exited code={return_code} uptime={uptime:.1f}s "
f"restart_in={delay}s restart_count={worker_restart_count}",
flush=True,
)
_record_worker_crash(exit_code=return_code, uptime_seconds=uptime, reason="worker_exited")
_write_supervisor_readiness("worker_restarting", exit_code=return_code)
worker = None
worker_started_at = None
return
if now < worker_next_restart_at:
return
if not _launch_worker(now=now):
worker_restart_count += 1
delay = _restart_delay(worker_restart_count)
worker_next_restart_at = now + delay
_record_worker_crash(exit_code=None, uptime_seconds=0.0, reason="worker_spawn_failed")
_write_supervisor_readiness("worker_spawn_failed")
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def _handle_signal(signum: int, _frame: object) -> None:
global shutdown_requested
shutdown_requested = True
print(f"received signal {signum}, shutting down", flush=True)
_stop_worker()
def main() -> int:
global config_error, worker_start_enabled
print(f"modelhub-submmit-agent version={AGENT_VERSION}", flush=True)
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signal.signal(signal.SIGTERM, _handle_signal)
signal.signal(signal.SIGINT, _handle_signal)
worker_start_enabled = os.getenv("MODELHUB_AGENT_START_WORKER", "1").strip().lower() not in {"0", "false", "no"}
if worker_start_enabled and not _has_modelhub_auth():
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config_error = "missing ModelHub auth: set MODELHUB_XC_TOKEN/XC_TOKEN or MODELHUB_JWT_TOKEN/JWT_TOKEN"
print(config_error, flush=True)
elif worker_start_enabled:
_launch_worker()
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else:
print("submission worker disabled by MODELHUB_AGENT_START_WORKER", flush=True)
server = ThreadingHTTPServer((HOST, PORT), Handler)
server.timeout = 1
print(f"modelhub-submmit-agent listening on {HOST}:{PORT}", flush=True)
try:
while not shutdown_requested:
server.handle_request()
_supervise_worker()
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time.sleep(0.1)
finally:
server.server_close()
_stop_worker()
return 0
if __name__ == "__main__":
raise SystemExit(main())