#!/usr/bin/python from threading import Thread from threading import Lock from http.server import BaseHTTPRequestHandler, HTTPServer import cgi import json from urllib import parse PORT_NUMBER = 8000 lock = Lock() def train_models(): lock.acquire() 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 == "/predict": try: job = query.get('job')[0] gpu_model = query.get('gpu_model')[0] time = query.get('time')[0] 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 == "/train": form = cgi.FieldStorage( fp=self.rfile, headers=self.headers, environ={ 'REQUEST_METHOD': 'POST', 'CONTENT_TYPE': self.headers['Content-Type'], }) try: job = form.getvalue('job')[0] data = form.getvalue('records')[0] records = json.load(data) t = Thread(target=train_models(), name='train_models', args=(job, records,)) t.start() msg = {"code": 0, "error": ""} 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) if __name__ == '__main__': 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()