diff --git a/docker/control/Dockerfile b/docker/control/Dockerfile
index a8fb624901..fe2901c994 100644
--- a/docker/control/Dockerfile
+++ b/docker/control/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.16-bullseye
+FROM golang:1.17-bullseye
 
 
 # Use mirrors for poor network...
diff --git a/docker/node/Dockerfile b/docker/node/Dockerfile
index b3cf54eb94..fe38cdfd45 100644
--- a/docker/node/Dockerfile
+++ b/docker/node/Dockerfile
@@ -1,5 +1,5 @@
 # Based on the deprecated `https://github.com/tutumcloud/tutum-debian`
-FROM golang:1.16-bullseye
+FROM golang:1.17-bullseye
 
 # Use mirrors for poor network...
 #RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list && \
diff --git a/go.mod b/go.mod
index 4a67a6c82c..72968a0ed5 100644
--- a/go.mod
+++ b/go.mod
@@ -43,7 +43,7 @@ require (
 	github.com/pingcap/failpoint v0.0.0-20210806123219-9af598712e22
 	github.com/pingcap/fn v0.0.0-20200306044125-d5540d389059
 	github.com/pingcap/kvproto v0.0.0-20210830034942-555d7b3265ae
-	github.com/pingcap/tidb-insight/collector v0.0.0-20210901043639-8691260bf3b5
+	github.com/pingcap/tidb-insight/collector v0.0.0-20210901075740-c60ea2cc41e4
 	github.com/prometheus/client_model v0.2.0
 	github.com/prometheus/common v0.30.0
 	github.com/prometheus/prom2json v1.3.0
diff --git a/go.sum b/go.sum
index 90eb80b4e6..b44459acfa 100644
--- a/go.sum
+++ b/go.sum
@@ -428,8 +428,8 @@ github.com/pingcap/kvproto v0.0.0-20210830034942-555d7b3265ae h1:T6MfH69aJMRPUOS
 github.com/pingcap/kvproto v0.0.0-20210830034942-555d7b3265ae/go.mod h1:IOdRDPLyda8GX2hE/jO7gqaCV/PNFh8BZQCQZXfIOqI=
 github.com/pingcap/log v0.0.0-20191012051959-b742a5d432e9 h1:AJD9pZYm72vMgPcQDww9rkZ1DnWfl0pXV3BOWlkYIjA=
 github.com/pingcap/log v0.0.0-20191012051959-b742a5d432e9/go.mod h1:4rbK1p9ILyIfb6hU7OG2CiWSqMXnp3JMbiaVJ6mvoY8=
-github.com/pingcap/tidb-insight/collector v0.0.0-20210901043639-8691260bf3b5 h1:L5YvkQP1t04hzicGn+QeEaGiYRi5B8CL8ugDBCWcF7k=
-github.com/pingcap/tidb-insight/collector v0.0.0-20210901043639-8691260bf3b5/go.mod h1:dV38N1mISWxCX7KJpn0gXGJoPaMhlx6+VCdfkUMNotg=
+github.com/pingcap/tidb-insight/collector v0.0.0-20210901075740-c60ea2cc41e4 h1:DYcr/+vxxjUi/4GP4IKtiKmhywZE4/27xEWecIgvblo=
+github.com/pingcap/tidb-insight/collector v0.0.0-20210901075740-c60ea2cc41e4/go.mod h1:dV38N1mISWxCX7KJpn0gXGJoPaMhlx6+VCdfkUMNotg=
 github.com/pkg/errors v0.8.0/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pkg/errors v0.8.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=