# 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 import numpy as np from parl.remote.client import disconnect from parl.utils import logger from parl.remote.master import Master from parl.remote.worker import Worker import time import threading import random @parl.remote_class class Actor(object): def __init__(self, arg1, arg2, arg3, arg4): self.arg1 = arg1 self.arg2 = arg2 self.arg3 = arg3 self.GLOBAL_CLIENT = arg4 def arg1(self, x, y): time.sleep(0.2) return x + y def arg5(self): return 100 class Test_get_and_set_attribute(unittest.TestCase): def tearDown(self): disconnect() def test_get_attribute(self): port1 = random.randint(6100, 6200) logger.info("running:test_get_attirbute") master = Master(port=port1) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:{}'.format(port1), 1) arg1 = np.random.randint(100) arg2 = np.random.randn() arg3 = np.random.randn(3, 3) arg4 = 100 parl.connect('localhost:{}'.format(port1)) actor = Actor(arg1, arg2, arg3, arg4) self.assertTrue(arg1 == actor.arg1) self.assertTrue(arg2 == actor.arg2) self.assertTrue((arg3 == actor.arg3).all()) self.assertTrue(arg4 == actor.GLOBAL_CLIENT) master.exit() worker1.exit() def test_set_attribute(self): port2 = random.randint(6200, 6300) logger.info("running:test_set_attirbute") master = Master(port=port2) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:{}'.format(port2), 1) arg1 = 3 arg2 = 3.5 arg3 = np.random.randn(3, 3) arg4 = 100 parl.connect('localhost:{}'.format(port2)) actor = Actor(arg1, arg2, arg3, arg4) actor.arg1 = arg1 actor.arg2 = arg2 actor.arg3 = arg3 actor.GLOBAL_CLIENT = arg4 self.assertTrue(arg1 == actor.arg1) self.assertTrue(arg2 == actor.arg2) self.assertTrue((arg3 == actor.arg3).all()) self.assertTrue(arg4 == actor.GLOBAL_CLIENT) master.exit() worker1.exit() def test_create_new_attribute_same_with_wrapper(self): port3 = random.randint(6400, 6500) logger.info("running:test_create_new_attribute_same_with_wrapper") master = Master(port=port3) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:{}'.format(port3), 1) arg1 = np.random.randint(100) arg2 = np.random.randn() arg3 = np.random.randn(3, 3) arg4 = 100 parl.connect('localhost:{}'.format(port3)) actor = Actor(arg1, arg2, arg3, arg4) actor.internal_lock = 50 self.assertTrue(actor.internal_lock == 50) master.exit() worker1.exit() def test_same_name_of_attribute_and_method(self): port4 = random.randint(6500, 6600) logger.info("running:test_same_name_of_attribute_and_method") master = Master(port=port4) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:{}'.format(port4), 1) arg1 = np.random.randint(100) arg2 = np.random.randn() arg3 = np.random.randn(3, 3) arg4 = 100 parl.connect('localhost:{}'.format(port4)) actor = Actor(arg1, arg2, arg3, arg4) self.assertEqual(arg1, actor.arg1) def call_method(): return actor.arg1(1, 2) self.assertRaises(TypeError, call_method) master.exit() worker1.exit() def test_non_existing_attribute_same_with_existing_method(self): port5 = random.randint(6600, 6700) logger.info( "running:test_non_existing_attribute_same_with_existing_method") master = Master(port=port5) th = threading.Thread(target=master.run) th.start() time.sleep(3) worker1 = Worker('localhost:{}'.format(port5), 1) arg1 = np.random.randint(100) arg2 = np.random.randn() arg3 = np.random.randn(3, 3) arg4 = 100 parl.connect('localhost:{}'.format(port5)) actor = Actor(arg1, arg2, arg3, arg4) self.assertTrue(callable(actor.arg5)) def call_non_existing_method(): return actor.arg2(10) self.assertRaises(TypeError, call_non_existing_method) master.exit() worker1.exit() if __name__ == '__main__': unittest.main()