mlx-agent-tools / mlx_agent_tools /inference_window.py
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Initial release of mlx-agent-tools (v1.0.0)
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"""Foreground owned engine window; controller lock held until prior restore."""
from pathlib import Path
import argparse
import json
import os
import signal
import shlex
import http.client
import subprocess
import sys
import time
ROOT = Path(__file__).resolve().parents[2]
sys.path.insert(0, str(ROOT))
try:
import stack_controller
except ImportError:
stack_controller = None
def small_idle_llama(argv, *, query=None):
"""Permit only a verified <=2GiB, <=8k idle loopback native server.
One-large-engine policy does not authorize stopping unrelated small apps.
Any missing/unknown ownership, model or processing fact remains blocking.
"""
try:
def option(*names):
for name in names:
if name in argv:return argv[argv.index(name)+1]
return None
weight = Path(option('-m', '--model')).resolve()
host = option('--host')
port = int(option('--port'))
if host not in ('localhost', '127.0.0.1') or not 1 <= port <= 65535:
return False
if not weight.is_file() or weight.stat().st_size > 2 * 1024**3:
return False
def request(port, path):
connection = http.client.HTTPConnection('127.0.0.1', port, timeout=2)
try:
connection.request('GET', path)
response = connection.getresponse()
if response.status != 200:return None
return json.loads(response.read())
finally:connection.close()
get = query or request
props, slots = get(port, '/props'), get(port, '/slots')
return bool(isinstance(props, dict) and Path(props.get('model_path', '')).resolve() == weight
and isinstance(slots, list) and slots and all(
isinstance(slot, dict) and slot.get('is_processing') is False
and type(slot.get('n_ctx')) is int and 0 < slot['n_ctx'] <= 8192
for slot in slots))
except (OSError, ValueError, TypeError, IndexError, http.client.HTTPException):
return False
def external_accelerator_work():
"""Conservative process-name guard; never reads/prints private task payloads."""
rows = subprocess.check_output(['ps', '-axo', 'pid=,command='], text=True)
candidates = []
markers = {'encoder_experiment.py': 'encoder_training',
'image_tool.py --': 'image_generation', 'sd-server': 'image_backend',
'mlx_vlm server': 'mlx_server', 'mlx_dspark serve': 'mlx_server',
'llama-server': 'llama_server'}
for row in rows.splitlines():
fields = row.strip().split(None, 1)
if len(fields) != 2 or int(fields[0]) == os.getpid():
continue
command = fields[1]
# Parent shells can carry the worker command in their -c script; do not
# mistake our own launch wrapper for an active GPU worker.
if command.startswith(('/bin/bash ', '/bin/zsh ', '/usr/bin/bash ')):
continue
for marker, kind in markers.items():
if marker in command:
if kind == 'llama_server' and small_idle_llama(shlex.split(command)):
break
candidates.append({'pid': int(fields[0]), 'kind': kind})
break
return candidates
def run_window(command, output, *, timeout=900, controller=stack_controller,
external_work=None):
output = Path(output)
output.mkdir(parents=True, exist_ok=True)
receipt = output / 'window.json'
if receipt.exists():
raise ValueError('Window output already exists; preserve previous evidence')
state = {'owner_pid': os.getpid(), 'started_at': time.time(), 'restored': False,
'authorization': 'operator resume after explicit temporary-pause notice',
'worker_returncode': None, 'timed_out': False}
def save():
receipt.write_text(json.dumps(state, indent=2) + '\n')
with controller.lock():
detector = external_work or (external_accelerator_work if controller is stack_controller else lambda: [])
external = detector()
state['external_accelerator_jobs'] = external
if external:
state['phase'] = 'blocked_before_unload'
state['restored'] = True # No state was changed; prior service remains.
save()
raise RuntimeError('Another accelerator/GPU job is active; no backend unloaded')
active = [profile for profile in controller.profiles().values() if controller.occupied(profile.port)]
if len(active) > 1:
raise RuntimeError('Multiple engines active; refusing ambiguous ownership')
if controller.occupied(18800) or controller.occupied(18798):
raise RuntimeError('Lab engine already active')
previous = active[0] if active else None
if previous:
if previous.kind != 'text' or not controller.loaded(controller.label(previous)):
raise RuntimeError('Current engine ownership is not verified')
if not controller.text_snapshot_idle(controller.request_json(previous, '/status')):
raise RuntimeError('Current engine busy or idle snapshot unknown')
controller.validate_paths(previous)
state['restore_profile'] = previous.key if previous else None
save()
process = None
paused = False
try:
if previous:
controller.stop_all()
paused = True
state['phase'] = 'worker'
save()
with (output / 'worker.log').open('wb') as log:
process = subprocess.Popen(command, cwd=ROOT, stdout=log, stderr=subprocess.STDOUT,
stdin=subprocess.DEVNULL, start_new_session=True)
state['worker_pid'] = process.pid
save()
try:
state['worker_returncode'] = process.wait(timeout=timeout)
except subprocess.TimeoutExpired:
state['timed_out'] = True
os.killpg(process.pid, signal.SIGTERM)
try:
process.wait(timeout=20)
except subprocess.TimeoutExpired:
os.killpg(process.pid, signal.SIGKILL)
process.wait()
state['worker_returncode'] = process.returncode
finally:
if process is not None and process.poll() is None:
os.killpg(process.pid, signal.SIGTERM)
try:
process.wait(timeout=20)
except subprocess.TimeoutExpired:
os.killpg(process.pid, signal.SIGKILL)
process.wait()
state['phase'] = 'restoring'
try:
save()
finally:
if paused:
controller.start_locked(previous, quiet=True)
state['restored'] = controller.status(previous)['api_ready']
else:
state['restored'] = previous is None
state['phase'] = 'finished' if state['restored'] else 'restore_failed'
state['finished_at'] = time.time()
save()
if not state['restored']:
raise RuntimeError('Prior service restoration failed; inspect window receipt')
return state
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument('--output', type=Path, required=True)
parser.add_argument('--timeout', type=float, default=900)
parser.add_argument('command', nargs=argparse.REMAINDER)
args = parser.parse_args()
command = args.command[1:] if args.command[:1] == ['--'] else args.command
if not command:
parser.error('worker command required')
result = run_window(command, args.output, timeout=args.timeout)
print(json.dumps(result, indent=2))
raise SystemExit(0 if result['worker_returncode'] == 0 else 1)