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

53 lines
1.5 KiB
Python

from logging import getLogger
from traceback import format_exception
from setproctitle import setproctitle
from torch.multiprocessing import Queue
from ..server import ServerContext, apply_patches
from ..torch_before_ort import get_available_providers
from .context import WorkerContext
logger = getLogger(__name__)
def logger_init(logs: Queue):
setproctitle("onnx-web logger")
logger.info("checking in from logger")
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(context: WorkerContext, server: ServerContext):
apply_patches(server)
setproctitle("onnx-web worker: %s" % (context.device.device))
logger.info("checking in from worker, %s", get_available_providers())
while True:
job = context.pending.get()
logger.info("got job: %s", job)
fn, args, kwargs = job
name = args[3][0]
try:
context.key = name # TODO: hax
context.clear_flags()
logger.info("starting job: %s", name)
fn(context, *args, **kwargs)
logger.info("job succeeded: %s", name)
except Exception as e:
logger.error(
"error while running job: %s",
format_exception(type(e), e, e.__traceback__),
)
finally:
context.set_finished()
logger.info("finished job: %s", name)