diff --git a/python/bbgo/stream.py b/python/bbgo/stream.py
index 040b89ce4..f87d1cdbd 100644
--- a/python/bbgo/stream.py
+++ b/python/bbgo/stream.py
@@ -18,12 +18,12 @@ from .data import UserDataEvent
 class Stream(object):
     subscriptions: List[Subscription]
 
-    def __init__(self, host: str, port: int, user_data: bool = False):
+    def __init__(self, host: str, port: int):
         self.host = host
         self.port = port
-        self.user_data = user_data
 
         self.subscriptions = []
+        self.sessions = []
         self.event_handlers = []
 
     def subscribe(self, exchange: str, channel: str, symbol: str, depth: str = None, interval: str = None):
@@ -37,6 +37,9 @@ class Stream(object):
 
         self.subscriptions.append(subscription)
 
+    def subscribe_user_data(self, session: str):
+        self.sessions.append(session)
+
     def add_event_handler(self, event_handler: Callable) -> None:
         self.event_handlers.append(event_handler)
 
@@ -48,7 +51,7 @@ class Stream(object):
     def address(self):
         return f'{self.host}:{self.port}'
 
-    async def _subscribe(self):
+    async def _subscribe_market_data(self):
         async with grpc.aio.insecure_channel(self.address) as channel:
             stub = bbgo_pb2_grpc.MarketDataServiceStub(channel)
 
@@ -57,19 +60,19 @@ class Stream(object):
                 event = MarketDataEvent.from_pb(response)
                 self.fire_event_handlers(event)
 
-    async def _subscribe_user_data(self):
+    async def _subscribe_user_data(self, session: str):
         async with grpc.aio.insecure_channel(self.address) as channel:
             stub = bbgo_pb2_grpc.UserDataServiceStub(channel)
 
-            request = bbgo_pb2.Empty()
-            async for response in stub.SubscribeUserData(request):
+            request = bbgo_pb2.UserDataRequest(session=session)
+            async for response in stub.Subscribe(request):
                 event = UserDataEvent.from_pb(response)
                 self.fire_event_handlers(event)
 
     def start(self):
-        coroutines = [self._subscribe()]
-        if self.user_data:
-            coroutines.append(self._subscribe_user_data())
+        coroutines = [self._subscribe_market_data()]
+        for session in self.sessions:
+            coroutines.append(self._subscribe_user_data(session))
 
         group = asyncio.gather(*coroutines)
         loop = asyncio.get_event_loop()
diff --git a/python/examples/query_klines.py b/python/examples/query_klines.py
index a8f0b477b..d03be201f 100644
--- a/python/examples/query_klines.py
+++ b/python/examples/query_klines.py
@@ -9,13 +9,16 @@ from bbgo import MarketService
 def main(host, port):
     service = MarketService(host, port)
 
-    klines, error = service.query_klines(exchange='binance', symbol='BTCUSDT', interval='1m', limit=10)
+    klines = service.query_klines(
+        exchange='binance',
+        symbol='BTCUSDT',
+        interval='1m',
+        limit=10,
+    )
 
     for kline in klines:
         print(kline)
 
-    print(error)
-
 
 if __name__ == '__main__':
     main()
diff --git a/python/examples/stream.py b/python/examples/stream.py
index 1dc0ed0bd..571ceb5d9 100644
--- a/python/examples/stream.py
+++ b/python/examples/stream.py
@@ -19,6 +19,7 @@ def main(host, port):
     stream = Stream(host, port)
     stream.subscribe('max', 'book', 'BTCUSDT', 'full')
     stream.subscribe('max', 'book', 'ETHUSDT', 'full')
+    stream.subscribe_user_data('max')
     stream.add_event_handler(LogBook())
     stream.start()
 
diff --git a/python/pyproject.toml b/python/pyproject.toml
index 2071e0f2e..74b9cb314 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "bbgo"
-version = "0.1.3"
+version = "0.1.4"
 description = ""
 authors = ["なるみ <weaper@gmail.com>"]
 packages = [