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onnx-web/api/onnx_web/worker/worker.py

36 lines
1.0 KiB
Python

from logging import getLogger
import torch # has to come before ORT
from onnxruntime import get_available_providers
from torch.multiprocessing import Lock, Queue
from traceback import format_exception
from .context import WorkerContext
logger = getLogger(__name__)
def logger_init(lock: Lock, logs: Queue):
with lock:
logger.info("checking in from logger, %s", lock)
while True:
job = logs.get()
with open("worker.log", "w") as f:
logger.info("got log: %s", job)
f.write(str(job) + "\n\n")
def worker_init(lock: Lock, context: WorkerContext):
with lock:
logger.info("checking in from worker, %s, %s", lock, get_available_providers())
while True:
job = context.pending.get()
logger.info("got job: %s", job)
try:
fn, args, kwargs = job
fn(context, *args, **kwargs)
logger.info("finished job")
except Exception as e:
logger.error(format_exception(type(e), e, e.__traceback__))