diff --git a/paddlehub/commands/hub.py b/paddlehub/commands/hub.py
index 5618a1991938c3ac43c25bcf05135c2531d0c74f..257afc296ca4637893e219566d328959366640c8 100644
--- a/paddlehub/commands/hub.py
+++ b/paddlehub/commands/hub.py
@@ -19,6 +19,7 @@ from __future__ import print_function
 
 import six
 import sys
+import os
 
 from paddlehub.common.logger import logger
 from paddlehub.common.utils import sys_stdin_encoding
@@ -29,6 +30,8 @@ from paddlehub.commands import help
 from paddlehub.commands import version
 from paddlehub.commands import run
 from paddlehub.commands import download
+from paddlehub.common.lock import lock
+from paddlehub.common.dir import CONF_HOME
 
 
 class HubCommand(BaseCommand):
@@ -66,7 +69,10 @@ def main():
             argv.append(item.decode(sys_stdin_encoding()).decode("utf8"))
         else:
             argv.append(item)
+    fp_lock = open(os.path.join(CONF_HOME, 'config.json'))
+    lock.flock(fp_lock, lock.LOCK_EX)
     command.execute(argv[1:])
+    lock.flock(fp_lock, lock.LOCK_UN)
 
 
 if __name__ == "__main__":
diff --git a/paddlehub/common/lock.py b/paddlehub/common/lock.py
index 5cc607cd327ea5a674d31dd44d0e214f393375d2..1afa08e7f9ce7e092ea4bcdac493ea2020e8dceb 100644
--- a/paddlehub/common/lock.py
+++ b/paddlehub/common/lock.py
@@ -13,14 +13,34 @@ class WinLock(object):
 
 
 class Lock(object):
+    _owner = None
+
     def __init__(self):
+        self.LOCK_EX = fcntl.LOCK_EX
+        self.LOCK_UN = fcntl.LOCK_UN
+        self.LOCK_TE = ""
         if os.name == "posix":
             self.lock = fcntl
         else:
             self.lock = WinLock()
+        _lock = self.lock
 
     def get_lock(self):
         return self.lock
 
-
-lock = Lock().get_lock()
+    def flock(self, fp, cmd):
+        if cmd == fcntl.LOCK_UN:
+            Lock._owner = None
+            self.lock.flock(fp, cmd)
+        elif cmd == fcntl.LOCK_EX:
+            if Lock._owner is None:
+                Lock._owner = os.getpid()
+                self.lock.flock(fp, cmd)
+            else:
+                if Lock._owner == os.getpid():
+                    pass
+                else:
+                    self.lock.flock(fp, cmd)
+
+
+lock = Lock()