# Copyright (c) 2020 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 json import multiprocessing import os import pickle import subprocess import sys import tempfile import threading import time import unittest import requests import parl from parl.remote.client import disconnect, get_global_client from parl.remote.master import Master from parl.remote.worker import Worker from parl.utils import _IS_WINDOWS @parl.remote_class class Actor(object): def __init__(self, number=None, arg1=None, arg2=None): self.number = number self.arg1 = arg1 self.arg2 = arg2 print("Init actor...") self.init_output = "Init actor...\n" def sim_output(self, start, end): output = "" print(self.number) output += str(self.number) output += "\n" for i in range(start, end): print(i) output += str(i) output += "\n" return self.init_output + output class TestLogServer(unittest.TestCase): def tearDown(self): disconnect() #In windows, multiprocessing.Process cannot run the method of class, but static method is ok. @staticmethod def _connect_and_create_actor(cluster_addr): parl.connect(cluster_addr) outputs = [] for i in range(2): actor = Actor(number=i) ret = actor.sim_output(1, 4) assert ret != "" outputs.append(ret) return outputs def test_log_server(self): master_port = 8401 # start the master master = Master(port=master_port) th = threading.Thread(target=master.run) th.start() time.sleep(1) cluster_addr = 'localhost:{}'.format(master_port) log_server_port = 8402 worker = Worker(cluster_addr, 4, log_server_port=log_server_port) outputs = self._connect_and_create_actor(cluster_addr) # Get status status = master._get_status() client_jobs = pickle.loads(status).get('client_jobs') self.assertIsNotNone(client_jobs) # Get job id client = get_global_client() jobs = client_jobs.get(client.client_id) self.assertIsNotNone(jobs) for job_id, log_server_addr in jobs.items(): log_url = "http://{}/get-log".format(log_server_addr) # Test response without job_id r = requests.get(log_url) self.assertEqual(r.status_code, 400) # Test normal response r = requests.get(log_url, params={'job_id': job_id}) self.assertEqual(r.status_code, 200) log_content = json.loads(r.text).get('log') self.assertIsNotNone(log_content) log_content = log_content.replace('\r\n', '\n') self.assertIn(log_content, outputs) # Test download download_url = "http://{}/download-log".format(log_server_addr) r = requests.get(download_url, params={'job_id': job_id}) self.assertEqual(r.status_code, 200) log_content = r.text.replace('\r\n', '\n') self.assertIn(log_content, outputs) disconnect() worker.exit() master.exit() def test_monitor_query_log_server(self): master_port = 8403 monitor_port = 8404 # start the master master = Master(port=master_port, monitor_port=monitor_port) th = threading.Thread(target=master.run) th.start() time.sleep(1) # start the cluster monitor monitor_file = __file__.replace('log_server_test.pyc', '../monitor.py') monitor_file = monitor_file.replace('log_server_test.py', '../monitor.py') command = [ sys.executable, monitor_file, "--monitor_port", str(monitor_port), "--address", "localhost:" + str(master_port) ] if _IS_WINDOWS: FNULL = tempfile.TemporaryFile() else: FNULL = open(os.devnull, 'w') monitor_proc = subprocess.Popen( command, stdout=FNULL, stderr=subprocess.STDOUT, ) # Start worker cluster_addr = 'localhost:{}'.format(master_port) log_server_port = 8405 worker = Worker(cluster_addr, 4, log_server_port=log_server_port) # Test monitor API outputs = self._connect_and_create_actor(cluster_addr) time.sleep(5) # Wait for the status update client = get_global_client() jobs_url = "{}/get-jobs?client_id={}".format(master.monitor_url, client.client_id) r = requests.get(jobs_url) self.assertEqual(r.status_code, 200) data = json.loads(r.text) for job in data: log_url = job.get('log_url') self.assertIsNotNone(log_url) r = requests.get(log_url) self.assertEqual(r.status_code, 200) log_content = json.loads(r.text).get('log') self.assertIsNotNone(log_content) log_content = log_content.replace('\r\n', '\n') self.assertIn(log_content, outputs) # Test download download_url = job.get('download_url') r = requests.get(download_url) self.assertEqual(r.status_code, 200) log_content = r.text.replace('\r\n', '\n') self.assertIn(log_content, outputs) # Clean context monitor_proc.kill() monitor_proc.wait() disconnect() worker.exit() master.exit() if __name__ == '__main__': unittest.main()