提交 8ac33762 编写于 作者: B barrierye

add ftp monitor

上级 2417c08e
"""
Usage:
Start monitor with one line command
Example:
python -m paddle_serving_server.monitor
"""
import os
import time
import argparse
class Monitor(object):
def __init__(self, interval):
self._remote_path = None
self._remote_model_name = None
self._remote_donefile_name = None
self._local_path = None
self._local_model_name = None
self._local_donefile_name = None
self._interval = interval
self._remote_donefile_timestamp = None
self._local_tmp_dir = None
def set_remote_path(self, remote_path):
self._remote_path = remote_path
def set_remote_model_name(self, model_name):
self._remote_model_name = model_name
def set_remote_donefile_name(self, donefile_name):
self._remote_donefile_name = donefile_name
def set_local_path(self, local_path):
self._local_path = local_path
def set_local_model_name(self, model_name):
self._local_model_name = model_name
def set_local_donefile_name(self, donefile_name):
self._local_donefile_name = donefile_name
def set_local_tmp_dir(self, tmp_dir):
self._local_tmp_dir = tmp_dir
def _check_params(self):
if self._remote_path is None:
raise Exception('remote_path not set.')
if self._remote_model_name is None:
raise Exception('remote_model_name not set.')
if self._remote_donefile_name is None:
raise Exception('remote_donefile_name not set.')
if self._local_model_name is None:
raise Exception('local_model_name not set.')
if self._local_path is None:
raise Exception('local_path not set.')
if self._local_donefile_name is None:
raise Exception('local_donefile_name not set.')
if self._local_tmp_dir is None:
raise Exception('local_tmp_dir not set.')
def run(self):
self._check_params()
if not os.path.exists(self._local_tmp_dir):
os.makedirs(self._local_tmp_dir)
while True:
[flag, timestamp] = self._exist_remote_donefile()
if flag:
if self._remote_donefile_timestamp is None or \
timestamp != self._remote_donefile_timestamp:
self._remote_donefile_timestamp = timestamp
self._pull_remote_model()
print('[INFO] pull remote model')
self._update_local_model()
print('[INFO] update model')
self._update_local_donefile()
print('[INFO] update local donefile')
else:
print('[INFO] no donefile.')
print('[INFO] sleep {}s'.format(self._interval))
time.sleep(self._interval)
def _exist_remote_donefile(self):
raise Exception('This function must be inherited.')
def _pull_remote_model(self):
raise Exception('This function must be inherited.')
def _update_local_model(self):
raise Exception('This function must be inherited.')
def _update_local_donefile(self):
raise Exception('This function must be inherited.')
class FTPMonitor(Monitor):
def __init__(self, ftp_ip, ftp_port, username="", password="", interval=10):
import ftplib
super(FTPMonitor, self).__init__(interval)
self._ftp_ip = ftp_ip
self._ftp_port = ftp_port
self._ftp = ftplib.FTP()
self._connect(ftp_ip, ftp_port, username, password)
def _connect(self, ftp_ip, ftp_port, username, password):
self._ftp.connect(ftp_ip, ftp_port)
self._ftp.login(username, password)
def _exist_remote_donefile(self):
try:
donefile_path = '{}/{}'.format(self._remote_path, self._remote_donefile_name)
timestamp = self._ftp.voidcmd('MDTM {}'.format(donefile_path))[4:].strip()
return [True, timestamp]
except ftplib.error_perm:
return [False, None]
def _pull_remote_model(self):
cmd = 'wget -nH -r -P {} ftp://{}:{}/{}/{} &> /dev/null'.format(self._local_tmp_dir,
self._ftp_ip, self._ftp_port, self._remote_path, self._remote_model_name)
if os.system(cmd) != 0:
raise Exception('pull remote model failed.')
def _update_local_model(self):
cmd = 'cp -r {}/{}/* {}/{}'.format(self._local_tmp_dir, self._remote_model_name,
self._local_path, self._local_model_name)
if os.system(cmd) != 0:
raise Exception('update local model failed.')
def _update_local_donefile(self):
cmd = 'touch {}/{}/{}'.format(self._local_path, self._local_model_name,
self._local_donefile_name)
if os.system(cmd) != 0:
raise Exception('update local donefile failed.')
def parse_args():
parser = argparse.ArgumentParser(description="Monitor")
parser.add_argument(
"--type", type=str, required=True, help="Type of remote server")
parser.add_argument(
"--remote_path", type=str, required=True, help="Remote path")
parser.add_argument(
"--remote_model_name", type=str, required=True,
help="Remote model name")
parser.add_argument(
"--remote_donefile_name", type=str, required=True,
help="Remote donefile name")
parser.add_argument(
"--local_path", type=str, required=True, help="Local path")
parser.add_argument(
"--local_model_name", type=str, required=True, help="Local model name")
parser.add_argument(
"--local_donefile_name", type=str, required=True,
help="Local donfile name(fluid_time_file in model file)")
parser.add_argument("--local_tmp_dir", type=str, default='tmp', help="Local tmp dir")
parser.add_argument("--interval", type=int, default=10, help="Time interval")
parser.add_argument("--ftp_ip", type=str, help="Ip the ftp")
parser.add_argument("--ftp_port", type=int, help="Port the ftp")
return parser.parse_args()
def start_ftp_monitor():
args = parse_args()
obj = FTPMonitor(args.ftp_ip, args.ftp_port, interval=args.interval)
obj.set_remote_path(args.remote_path)
obj.set_remote_model_name(args.remote_model_name)
obj.set_remote_donefile_name(args.remote_donefile_name)
obj.set_local_path(args.local_path)
obj.set_local_model_name(args.local_model_name)
obj.set_local_donefile_name(args.local_donefile_name)
obj.set_local_tmp_dir(args.local_tmp_dir)
obj.run()
if __name__ == "__main__":
args = parse_args()
if args.type == 'ftp':
start_ftp_monitor()
else:
raise Exception('unsupport type.')
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