diff --git a/python/sdk/LICENSE b/python/sdk/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..44fe606a257854b8257b98f07a1f65101553cf1b
--- /dev/null
+++ b/python/sdk/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2019 上海赜睿信息科技有限公司(Zilliz)
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/python/sdk/client/Abstract.py b/python/sdk/client/Abstract.py
index 5a113d3114b626bfda04c189ab628e681f385056..ce3e28e42a7719ddb51a5ab2e4407339ff555c04 100644
--- a/python/sdk/client/Abstract.py
+++ b/python/sdk/client/Abstract.py
@@ -102,7 +102,6 @@ class TopKQueryResult(object):
         return '%s(%s)' % (self.__class__.__name__, ', '.join(L))
 
 
-
 def _abstract():
     raise NotImplementedError('You need to override this function')
 
diff --git a/python/sdk/client/Client.py b/python/sdk/client/Client.py
index 86b414a9d10741c60a85f19a248d67595f212d63..a3b56247cfc47f586badcc429be5896a64113b13 100644
--- a/python/sdk/client/Client.py
+++ b/python/sdk/client/Client.py
@@ -2,20 +2,19 @@ import logging, logging.config
 
 from thrift.transport import TSocket
 from thrift.transport import TTransport
-from thrift.transport.TTransport import TTransportException
-from thrift.protocol import TBinaryProtocol, TCompactProtocol, TJSONProtocol
-from thrift.Thrift import TException, TApplicationException, TType
+from thrift.protocol import TBinaryProtocol
+from thrift.Thrift import TException, TApplicationException
 
 from megasearch.thrift import MegasearchService
 from megasearch.thrift import ttypes
 from client.Abstract import (
     ConnectIntf,
     TableSchema,
-    IndexType,
     Range,
     RowRecord,
     QueryResult,
-    TopKQueryResult
+    TopKQueryResult,
+    IndexType
 )
 
 from client.Status import Status
diff --git a/python/sdk/examples/connection_exp.py b/python/sdk/examples/example.py
similarity index 96%
rename from python/sdk/examples/connection_exp.py
rename to python/sdk/examples/example.py
index 05c2cffd5a68dfa695ee821271b229d80348b241..45de4fbbe2748079ca6c4832b71567c105bbcc68 100644
--- a/python/sdk/examples/connection_exp.py
+++ b/python/sdk/examples/example.py
@@ -1,12 +1,8 @@
 from client.Client import MegaSearch, Prepare, IndexType
-from client.Status import Status
-import time
 import random
 import struct
 from pprint import pprint
 
-from megasearch.thrift import MegasearchService, ttypes
-
 
 def main():
     # Get client version
diff --git a/python/sdk/requirements.txt b/python/sdk/requirements.txt
index ea9b1b81eea05c10002b3b9a642e7442552b8e29..ebe4797579f38a5f46d2d47af133271cb3e23cf8 100644
--- a/python/sdk/requirements.txt
+++ b/python/sdk/requirements.txt
@@ -1,5 +1,6 @@
 atomicwrites==1.3.0
 attrs==19.1.0
+Faker==1.0.7
 importlib-metadata==0.17
 mock==3.0.5
 more-itertools==7.0.0
@@ -9,7 +10,9 @@ pluggy==0.12.0
 py==1.8.0
 pyparsing==2.4.0
 pytest==4.6.0
+python-dateutil==2.8.0
 six==1.12.0
+text-unidecode==1.2
 thrift==0.11.0
 wcwidth==0.1.7
 zipp==0.5.1
diff --git a/python/sdk/setup.py b/python/sdk/setup.py
new file mode 100644
index 0000000000000000000000000000000000000000..3d40338b015f997f4d8bc9077aae70dddd5c88ca
--- /dev/null
+++ b/python/sdk/setup.py
@@ -0,0 +1,18 @@
+import setuptools
+
+# TODO
+long_description = ''
+
+setuptools.setup(
+    name="MegaSearch",
+    version="0.0.1",
+    author="XuanYang",
+    author_email="xuan.yang@zilliz.com",
+    description="Sdk for using MegaSearch",
+    packages=setuptools.find_packages(),
+    classifiers=[
+        "Programming Language :: Python :: 3",
+        "License :: OSI Approved :: MIT License",
+        "Operating System :: OS Independent",
+    ],
+)
\ No newline at end of file