# Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. # # 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. import unittest import parl from parl.remote.master import Master from parl.remote.worker import Worker import time import threading from parl.remote.client import disconnect from parl.remote import exceptions import subprocess from parl.utils import logger @parl.remote_class class Actor(object): def __init__(self, arg1=None, arg2=None): self.arg1 = arg1 self.arg2 = arg2 def get_arg1(self): return self.arg1 def get_arg2(self): return self.arg2 def set_arg1(self, value): self.arg1 = value def set_arg2(self, value): self.arg2 = value def get_unable_serialize_object(self): return UnableSerializeObject() def add_one(self, value): value += 1 return value def add(self, x, y): time.sleep(3) return x + y def will_raise_exception_func(self): x = 1 / 0 class TestCluster(unittest.TestCase): def tearDown(self): disconnect() def test_actor_exception(self): logger.info("running:test_actor_exception") master = Master(port=8235) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:8235', 1) for _ in range(3): if master.cpu_num == 1: break time.sleep(10) self.assertEqual(1, master.cpu_num) logger.info("running:test_actor_exception: 0") parl.connect('localhost:8235') logger.info("running:test_actor_exception: 1") with self.assertRaises(exceptions.RemoteError): actor = Actor(abcd='a bug') logger.info("running:test_actor_exception: 2") actor2 = Actor() for _ in range(3): if master.cpu_num == 0: break time.sleep(10) self.assertEqual(actor2.add_one(1), 2) self.assertEqual(0, master.cpu_num) master.exit() worker1.exit() def test_actor_exception_2(self): logger.info("running: test_actor_exception_2") master = Master(port=8236) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:8236', 1) self.assertEqual(1, master.cpu_num) parl.connect('localhost:8236') actor = Actor() try: actor.will_raise_exception_func() except: pass actor2 = Actor() for _ in range(5): if master.cpu_num == 0: break time.sleep(10) self.assertEqual(actor2.add_one(1), 2) self.assertEqual(0, master.cpu_num) del actor del actor2 worker1.exit() master.exit() def test_reset_actor(self): logger.info("running: test_reset_actor") # start the master master = Master(port=8237) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:8237', 4) parl.connect('localhost:8237') for _ in range(10): actor = Actor() ret = actor.add_one(1) self.assertEqual(ret, 2) del actor for _ in range(10): if master.cpu_num == 4: break time.sleep(10) self.assertEqual(master.cpu_num, 4) worker1.exit() master.exit() def test_add_worker(self): logger.info("running: test_add_worker") master = Master(port=8234) th = threading.Thread(target=master.run) th.start() time.sleep(1) worker1 = Worker('localhost:8234', 4) for _ in range(3): if master.cpu_num == 4: break time.sleep(10) self.assertEqual(master.cpu_num, 4) worker2 = Worker('localhost:8234', 4) for _ in range(3): if master.cpu_num == 8: break time.sleep(10) self.assertEqual(master.cpu_num, 8) worker2.exit() for _ in range(10): if master.cpu_num == 4: break time.sleep(10) self.assertEqual(master.cpu_num, 4) master.exit() worker1.exit() if __name__ == '__main__': unittest.main()