grpc/examples/python/multiprocessing/client.py

# Copyright 2019 gRPC authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""An example of multiprocessing concurrency with gRPC."""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import atexit
import grpc
import logging
import multiprocessing
import operator
import os
import time

import prime_pb2
import prime_pb2_grpc

_PROCESS_COUNT = 8
_SERVER_ADDRESS = 'localhost:50051'
_MAXIMUM_CANDIDATE = 10000

# Each worker process initializes a single channel after forking.
_worker_channel_singleton = None
_worker_stub_singleton = None


def _initialize_worker(server_address):
    global _worker_channel_singleton
    global _worker_stub_singleton
    logging.warning('[PID {}] Initializing worker process.'.format(
            os.getpid()))
    _worker_channel_singleton = grpc.insecure_channel(server_address)
    _worker_stub_singleton = prime_pb2_grpc.PrimeCheckerStub(
                                _worker_channel_singleton)
    atexit.register(_shutdown_worker)


def _shutdown_worker():
    logging.warning('[PID {}] Shutting worker process down.'.format(
            os.getpid()))
    if _worker_channel_singleton is not None:
        _worker_channel_singleton.stop()


def _run_worker_query(primality_candidate):
    logging.warning('[PID {}] Checking primality of {}.'.format(
            os.getpid(), primality_candidate))
    return _worker_stub_singleton.check(
            prime_pb2.PrimeCandidate(candidate=primality_candidate))


def main():
    worker_pool = multiprocessing.Pool(processes=_PROCESS_COUNT,
                    initializer=_initialize_worker, initargs=(_SERVER_ADDRESS,))
    check_range = range(2, _MAXIMUM_CANDIDATE)
    primality = worker_pool.map(_run_worker_query, check_range)
    primes = zip(check_range, map(operator.attrgetter('isPrime'), primality))
    logging.warning(tuple(primes))


if __name__ == '__main__':
    logging.basicConfig()
    main()