diff --git a/setup.py b/setup.py
index f0646c7a2c..4336ce7888 100644
--- a/setup.py
+++ b/setup.py
@@ -87,7 +87,7 @@ def run(self):
 gs = ["google-cloud-storage==1.19.0"]
 gdrive = ["pydrive2>=1.4.14"]
 s3 = ["boto3>=1.9.201"]
-azure = ["azure-storage-blob==2.1.0", "knack"]
+azure = ["azure-storage-blob==12.3.2", "azure-common==1.1.25", "knack"]
 oss = ["oss2==2.6.1"]
 ssh = ["paramiko>=2.5.0"]
 hdfs = ["pyarrow>=0.17.0"]