import os from threading import Thread from threading import Lock import time import subprocess import json from xml.dom.minidom import parse import xml.dom.minidom from kafka import KafkaProducer import multiprocessing import psutil import math from executor import launch_tasks from http.server import BaseHTTPRequestHandler, HTTPServer import cgi import docker from urllib import parse ClientID = os.getenv('ClientID', 1) ClientHost = os.getenv('ClientHost', "localhost") KafkaBrokers = os.getenv('KafkaBrokers', 'localhost:9092').split(',') PORT_NUMBER = 8000 lock = Lock() pending_tasks = {} def launch_tasks(stats): utils = {} for stat in stats: utils[stat['uuid']] = stat['utilization_gpu'] client = docker.from_env() container = client.containers.get('yao-agent-helper') entries_to_remove = [] lock.acquire() for task_id, task in pending_tasks.items(): if int(utils[task['gpus'][0]]) < 75: entries_to_remove.append(task_id) script = " ".join([ "docker exec", task_id, "pkill", "sleep" ]) container.exec_run('sh -c \'' + script + '\'') for k in entries_to_remove: pending_tasks.pop(k, None) lock.release() class MyHandler(BaseHTTPRequestHandler): # Handler for the GET requests def do_GET(self): req = parse.urlparse(self.path) query = parse.parse_qs(req.query) if req.path == "/ping": self.send_response(200) self.send_header('Content-type', 'application/json') self.end_headers() self.wfile.write(bytes("pong", "utf-8")) elif req.path == "/logs": try: container_id = query.get('id')[0] client = docker.from_env() container = client.containers.get(container_id) msg = {'code': 0, 'logs': str(container.logs().decode())} except Exception as e: msg = {'code': 1, 'error': str(e)} self.send_response(200) self.send_header('Content-type', 'application/json') self.end_headers() self.wfile.write(bytes(json.dumps(msg), "utf-8")) elif req.path == "/status": try: container_id = query.get('id')[0] client = docker.from_env() container = client.containers.list(all=True, filters={'id': container_id}) if len(container) > 0: container = container[0] status = { 'id': container.short_id, 'image': container.attrs['Config']['Image'], 'image_digest': container.attrs['Image'], 'command': container.attrs['Config']['Cmd'], 'created_at': container.attrs['Created'], 'finished_at': container.attrs['State']['FinishedAt'], 'status': container.status, 'hostname': container.attrs['Config']['Hostname'], 'state': container.attrs['State'] } if status['command'] is not None: status['command'] = ' '.join(container.attrs['Config']['Cmd']) msg = {'code': 0, 'status': status} else: msg = {'code': 1, 'error': "container not exist"} except Exception as e: msg = {'code': 2, 'error': str(e)} self.send_response(200) self.send_header('Content-type', 'application/json') self.end_headers() self.wfile.write(bytes(json.dumps(msg), "utf-8")) else: self.send_error(404, 'File Not Found: %s' % self.path) # Handler for the POST requests def do_POST(self): if self.path == "/create": form = cgi.FieldStorage( fp=self.rfile, headers=self.headers, environ={ 'REQUEST_METHOD': 'POST', 'CONTENT_TYPE': self.headers['Content-Type'], }) docker_image = form.getvalue('image') docker_name = form.getvalue('name') docker_cmd = form.getvalue('cmd') docker_workspace = form.getvalue('workspace') docker_gpus = form.getvalue('gpus') docker_mem_limit = form.getvalue('mem_limit') docker_cpu_limit = form.getvalue('cpu_limit') docker_network = form.getvalue('network') try: script = " ".join([ "docker run", "--gpus '\"device=" + docker_gpus + "\"'", "--detach=True", "--hostname " + docker_name, "--network " + docker_network, "--network-alias " + docker_name, "--memory-reservation " + docker_mem_limit, "--cpus " + docker_cpu_limit, "--env repo=" + docker_workspace, docker_image, docker_cmd ]) client = docker.from_env() container = client.containers.get('yao-agent-helper') exit_code, output = container.exec_run(['sh', '-c', script]) msg = {"code": 0, "id": output.decode('utf-8').rstrip('\n')} lock.acquire() pending_tasks[msg['id']] = {'gpus': str(docker_gpus).split(',')} lock.release() if exit_code != 0: msg["code"] = 1 except Exception as e: msg = {"code": 1, "error": str(e)} print(str(e)) self.send_response(200) self.send_header('Content-type', 'application/json') self.end_headers() self.wfile.write(bytes(json.dumps(msg), "utf-8")) elif self.path == "/stop": form = cgi.FieldStorage( fp=self.rfile, headers=self.headers, environ={ 'REQUEST_METHOD': 'POST', 'CONTENT_TYPE': self.headers['Content-Type'], }) container_id = form.getvalue('id') try: client = docker.from_env() container = client.containers.get(container_id) container.stop() msg = {"code": 0, "error": "Success"} except Exception as e: msg = {"code": 1, "error": str(e)} self.send_response(200) self.send_header('Content-type', 'application/json') self.end_headers() self.wfile.write(bytes(json.dumps(msg), "utf-8")) elif self.path == "/remove": form = cgi.FieldStorage( fp=self.rfile, headers=self.headers, environ={ 'REQUEST_METHOD': 'POST', 'CONTENT_TYPE': self.headers['Content-Type'], }) container_id = form.getvalue('id') try: client = docker.from_env() container = client.containers.get(container_id) container.remove(force=True) msg = {"code": 0, "error": "Success"} except Exception as e: msg = {"code": 1, "error": str(e)} self.send_response(200) self.send_header('Content-type', 'application/json') self.end_headers() self.wfile.write(bytes(json.dumps(msg), "utf-8")) else: self.send_error(404, 'File Not Found: %s' % self.path) def report(): interval = 5 while True: try: status, msg_gpu = execute(['nvidia-smi', '-q', '-x', '-f', 'status.xml']) if not status: print("execute failed, ", msg_gpu) stats = get_gpu_status() report_msg(stats) t = Thread(target=launch_tasks, name='launch_tasks', args=(stats,)) t.start() time.sleep(interval) except Exception as e: print(e) time.sleep(interval) def execute(cmd): try: result = subprocess.run(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE) if result.returncode == 0: return True, result.stdout.decode('utf-8').rstrip('\n') return False, result.stderr.decode('utf-8').rstrip('\n') except Exception as e: return False, e def get_gpu_status(): DOMTree = xml.dom.minidom.parse("status.xml") collection = DOMTree.documentElement gpus = collection.getElementsByTagName("gpu") stats = [] for gpu in gpus: stat = { 'uuid': gpu.getElementsByTagName('uuid')[0].childNodes[0].data, 'product_name': gpu.getElementsByTagName('product_name')[0].childNodes[0].data, 'performance_state': gpu.getElementsByTagName('performance_state')[0].childNodes[0].data, 'memory_total': gpu.getElementsByTagName('fb_memory_usage')[0].getElementsByTagName('total')[0].childNodes[ 0].data, 'memory_free': gpu.getElementsByTagName('fb_memory_usage')[0].getElementsByTagName('free')[0].childNodes[ 0].data, 'memory_used': gpu.getElementsByTagName('fb_memory_usage')[0].getElementsByTagName('used')[0].childNodes[ 0].data, 'utilization_gpu': gpu.getElementsByTagName('utilization')[0].getElementsByTagName('gpu_util')[0].childNodes[0].data, 'utilization_mem': gpu.getElementsByTagName('utilization')[0].getElementsByTagName('memory_util')[0].childNodes[0].data, 'temperature_gpu': gpu.getElementsByTagName('temperature')[0].getElementsByTagName('gpu_temp')[0].childNodes[0].data, 'power_draw': gpu.getElementsByTagName('power_readings')[0].getElementsByTagName('power_draw')[0].childNodes[0].data } stat['memory_total'] = int(float(stat['memory_total'].split(' ')[0])) stat['memory_free'] = int(float(stat['memory_free'].split(' ')[0])) stat['memory_used'] = int(float(stat['memory_used'].split(' ')[0])) stat['utilization_gpu'] = int(float(stat['utilization_gpu'].split(' ')[0])) stat['utilization_mem'] = int(float(stat['utilization_mem'].split(' ')[0])) stat['temperature_gpu'] = int(float(stat['temperature_gpu'].split(' ')[0])) stat['power_draw'] = int(float(stat['power_draw'].split(' ')[0])) stats.append(stat) return stats def report_msg(stats): mem = psutil.virtual_memory() post_fields = { 'id': ClientID, 'host': ClientHost, 'status': stats, 'cpu_num': multiprocessing.cpu_count(), 'cpu_load': os.getloadavg()[0], 'mem_total': math.floor(mem.total / (1024. ** 3)), 'mem_available': math.floor(mem.available / (1024. ** 3)) } data = json.dumps(post_fields) producer = KafkaProducer(bootstrap_servers=KafkaBrokers) future = producer.send('yao', value=data.encode(), partition=0) result = future.get(timeout=10) print(result) def listener(): try: # Create a web server and define the handler to manage the # incoming request server = HTTPServer(('', PORT_NUMBER), MyHandler) print('Started http server on port ', PORT_NUMBER) # Wait forever for incoming http requests server.serve_forever() except KeyboardInterrupt: print('^C received, shutting down the web server') server.socket.close() def main(): t1 = Thread(target=report) t2 = Thread(target=listener) t1.start() t2.start() print("started") while True: pass if __name__ == '__main__': os.environ["TZ"] = 'Asia/Shanghai' if hasattr(time, 'tzset'): time.tzset() main()