Add basic multiprocessing-based server

pull/18312/head
Richard Belleville 6 years ago
parent a4b8667de9
commit 4a8a2e286e
  1. 0
      examples/python/multiprocessing/BUILD
  2. 0
      examples/python/multiprocessing/README.md
  3. 9
      examples/python/multiprocessing/client.py
  4. 35
      examples/python/multiprocessing/prime.proto
  5. 132
      examples/python/multiprocessing/prime_pb2.py
  6. 46
      examples/python/multiprocessing/prime_pb2_grpc.py
  7. 98
      examples/python/multiprocessing/server.py
  8. 0
      examples/python/multiprocessing/test/_multiprocessing_test.py

@ -0,0 +1,9 @@
# spin up multiple concurrent clients
import logging
import multiprocessing
import os
import time
import prime_pb2
import prime_pb2_grpc

@ -0,0 +1,35 @@
// 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.
syntax = "proto3";
package prime;
// A candidate integer for primality testing.
message PrimeCandidate {
// The candidate.
int64 candidate = 1;
}
// The primality of the requested integer candidate.
message Primality {
// Is the candidate prime?
bool isPrime = 1;
}
// Service to check primality.
service PrimeChecker {
// Determines the primality of an integer.
rpc check (PrimeCandidate) returns (Primality) {}
}

@ -0,0 +1,132 @@
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: prime.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
DESCRIPTOR = _descriptor.FileDescriptor(
name='prime.proto',
package='prime',
syntax='proto3',
serialized_options=None,
serialized_pb=_b('\n\x0bprime.proto\x12\x05prime\"#\n\x0ePrimeCandidate\x12\x11\n\tcandidate\x18\x01 \x01(\x03\"\x1c\n\tPrimality\x12\x0f\n\x07isPrime\x18\x01 \x01(\x08\x32\x42\n\x0cPrimeChecker\x12\x32\n\x05\x63heck\x12\x15.prime.PrimeCandidate\x1a\x10.prime.Primality\"\x00\x62\x06proto3')
)
_PRIMECANDIDATE = _descriptor.Descriptor(
name='PrimeCandidate',
full_name='prime.PrimeCandidate',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='candidate', full_name='prime.PrimeCandidate.candidate', index=0,
number=1, type=3, cpp_type=2, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=22,
serialized_end=57,
)
_PRIMALITY = _descriptor.Descriptor(
name='Primality',
full_name='prime.Primality',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='isPrime', full_name='prime.Primality.isPrime', index=0,
number=1, type=8, cpp_type=7, label=1,
has_default_value=False, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=59,
serialized_end=87,
)
DESCRIPTOR.message_types_by_name['PrimeCandidate'] = _PRIMECANDIDATE
DESCRIPTOR.message_types_by_name['Primality'] = _PRIMALITY
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
PrimeCandidate = _reflection.GeneratedProtocolMessageType('PrimeCandidate', (_message.Message,), dict(
DESCRIPTOR = _PRIMECANDIDATE,
__module__ = 'prime_pb2'
# @@protoc_insertion_point(class_scope:prime.PrimeCandidate)
))
_sym_db.RegisterMessage(PrimeCandidate)
Primality = _reflection.GeneratedProtocolMessageType('Primality', (_message.Message,), dict(
DESCRIPTOR = _PRIMALITY,
__module__ = 'prime_pb2'
# @@protoc_insertion_point(class_scope:prime.Primality)
))
_sym_db.RegisterMessage(Primality)
_PRIMECHECKER = _descriptor.ServiceDescriptor(
name='PrimeChecker',
full_name='prime.PrimeChecker',
file=DESCRIPTOR,
index=0,
serialized_options=None,
serialized_start=89,
serialized_end=155,
methods=[
_descriptor.MethodDescriptor(
name='check',
full_name='prime.PrimeChecker.check',
index=0,
containing_service=None,
input_type=_PRIMECANDIDATE,
output_type=_PRIMALITY,
serialized_options=None,
),
])
_sym_db.RegisterServiceDescriptor(_PRIMECHECKER)
DESCRIPTOR.services_by_name['PrimeChecker'] = _PRIMECHECKER
# @@protoc_insertion_point(module_scope)

@ -0,0 +1,46 @@
# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
import grpc
import prime_pb2 as prime__pb2
class PrimeCheckerStub(object):
"""Service to check primality.
"""
def __init__(self, channel):
"""Constructor.
Args:
channel: A grpc.Channel.
"""
self.check = channel.unary_unary(
'/prime.PrimeChecker/check',
request_serializer=prime__pb2.PrimeCandidate.SerializeToString,
response_deserializer=prime__pb2.Primality.FromString,
)
class PrimeCheckerServicer(object):
"""Service to check primality.
"""
def check(self, request, context):
"""Determines the primality of an integer.
"""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def add_PrimeCheckerServicer_to_server(servicer, server):
rpc_method_handlers = {
'check': grpc.unary_unary_rpc_method_handler(
servicer.check,
request_deserializer=prime__pb2.PrimeCandidate.FromString,
response_serializer=prime__pb2.Primality.SerializeToString,
),
}
generic_handler = grpc.method_handlers_generic_handler(
'prime.PrimeChecker', rpc_method_handlers)
server.add_generic_rpc_handlers((generic_handler,))

@ -0,0 +1,98 @@
# 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 multiprocess concurrency with gRPC."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from concurrent import futures
import datetime
import grpc
import logging
import math
import multiprocessing
import os
import time
import prime_pb2
import prime_pb2_grpc
_ONE_DAY = datetime.timedelta(days=1)
_NUM_PROCESSES = 8
_THREAD_CONCURRENCY = 10
_BIND_ADDRESS = '[::]:50051'
def is_prime(n):
for i in range(2, math.ceil(math.sqrt(n))):
if i % n == 0:
return False
else:
return True
class PrimeChecker(prime_pb2_grpc.PrimeCheckerServicer):
def check(self, request, context):
logging.info(
'[PID {}] Determining primality of {}'.format(
os.getpid(), request.candidate))
return is_prime(request.candidate)
def _wait_forever(server):
try:
while True:
time.sleep(_ONE_DAY.total_seconds())
except KeyboardInterrupt:
server.stop(None)
def _run_server(bind_address):
logging.warning( '[PID {}] Starting new server.'.format( os.getpid()))
options = (('grpc.so_reuseport', 1),)
# WARNING: This example takes advantage of SO_REUSEPORT. Due to the
# limitations of manylinux1, none of our precompiled Linux wheels currently
# support this option. (https://github.com/grpc/grpc/issues/18210). To take
# advantage of this feature, install from source with
# `pip install grpcio --no-binary grpcio`.
server = grpc.server(
futures.ThreadPoolExecutor(
max_workers=_THREAD_CONCURRENCY,),
options=options)
prime_pb2_grpc.add_PrimeCheckerServicer_to_server(PrimeChecker(), server)
server.add_insecure_port(bind_address)
server.start()
_wait_forever(server)
def main():
workers = []
for _ in range(_NUM_PROCESSES):
# NOTE: It is imperative that the worker subprocesses be forked before
# any gRPC servers start up. See
# https://github.com/grpc/grpc/issues/16001 for more details.
worker = multiprocessing.Process(target=_run_server, args=(_BIND_ADDRESS,))
worker.start()
workers.append(worker)
for worker in workers:
worker.join()
if __name__ == "__main__":
logging.basicConfig()
main()
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