diff --git a/Makefile b/Makefile
index 96637ff98..2f21f5f23 100644
--- a/Makefile
+++ b/Makefile
@@ -76,6 +76,7 @@ deploy: manifests
 # generate will generate crds' deepcopy & go openapi structs
 # Futher more about go:genreate . https://blog.golang.org/generate
 generate:
+	GO111MODULE=on go install -mod=vendor k8s.io/code-generator/cmd/deepcopy-gen
 	go generate ./pkg/... ./cmd/...
 
 # Build the docker image
diff --git a/hack/generate_group.sh b/hack/generate_group.sh
index c61bac623..a13475281 100755
--- a/hack/generate_group.sh
+++ b/hack/generate_group.sh
@@ -46,9 +46,9 @@ APIS_PKG="$3"
 GROUPS_WITH_VERSIONS="$4"
 shift 4
 
- (
-   go install --pkgdir ./vendor/k8s.io/code-generator/cmd/
- )
+
+GO111MODULE=on go install -mod=vendor k8s.io/code-generator/cmd/{client-gen,lister-gen,informer-gen}
+
 
 function codegen::join() { local IFS="$1"; shift; echo "$*"; }
 
diff --git a/pkg/apis/apis.go b/pkg/apis/apis.go
index bc45ac7d2..db8140e03 100644
--- a/pkg/apis/apis.go
+++ b/pkg/apis/apis.go
@@ -29,7 +29,6 @@ import (
 
 // Generate deepcopy for apis
 
-//go:generate go install --pkgdir ../../vendor/k8s.io/code-generator/cmd/deepcopy-gen
 //go:generate ${GOPATH}/bin/deepcopy-gen -i kubesphere.io/kubesphere/pkg/apis/... -h ../../hack/boilerplate.go.txt -O zz_generated.deepcopy
 // AddToSchemes may be used to add all resources defined in the project to a Scheme
 var AddToSchemes runtime.SchemeBuilder