diff --git a/requirements.txt b/requirements.txt
index 5e41542..345d2c7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,7 +6,7 @@ bitmex
 bitmex-ws
 IBATS_Common
 mysqlclient>=1.3.8
-numpy==1.14.4
+numpy==1.22.0
 pandas==0.23.0
 prodconpattern==0.1.1
 redis==2.10.6
diff --git a/setup.py b/setup.py
index aa2065d..77fa246 100644
--- a/setup.py
+++ b/setup.py
@@ -44,7 +44,7 @@
           'bitmex-ws',
           'IBATS_Common',
           'mysqlclient>=1.3.8',
-          'numpy==1.14.4',
+          'numpy==1.22.0',
           'pandas==0.23.0',
           'prodconpattern==0.1.1',
           'redis==2.10.6',