diff --git a/.github/workflows/build-graphscope-wheels-linux.yml b/.github/workflows/build-graphscope-wheels-linux.yml
index c6fa72f77ef0..0566860d2ce0 100644
--- a/.github/workflows/build-graphscope-wheels-linux.yml
+++ b/.github/workflows/build-graphscope-wheels-linux.yml
@@ -12,7 +12,7 @@ on:
       - "v*"
 
 env:
-  REGISTRY: registry-vpc.cn-hongkong.aliyuncs.com
+  REGISTRY: registry.cn-hongkong.aliyuncs.com
 
 jobs:
   build-wheels:
@@ -116,10 +116,7 @@ jobs:
 
         # make jupyter-image
         cd ..
-        docker build \
-				 --build-arg CI=${CI} \
-				 -t graphscope/jupyter:${SHORT_SHA} \
-				 -f ./k8s/internal/jupyter.Dockerfile .
+        docker build --build-arg CI=${CI} -t graphscope/jupyter:${SHORT_SHA} -f ./k8s/internal/jupyter.Dockerfile .
 
         # dataset image doesn't changed, we can just use the latest one
         # make dataset-image
diff --git a/Makefile b/Makefile
index 9fd048f08bd4..025a86e57dcf 100644
--- a/Makefile
+++ b/Makefile
@@ -58,8 +58,8 @@ clean:
 	rm -rf $(ANALYTICAL_BUILD_DIR) $(ANALYTICAL_DIR)/proto
 	cd $(ANALYTICAL_DIR)/java && mvn clean
 
-	cd $(INTERACTIVE_DIR) && mvn clean
-    # TODO: use maven clean to clean ir target
+	cd $(INTERACTIVE_DIR) && mvn clean || true
+	# TODO: use maven clean to clean ir target
 	rm -rf $(INTERACTIVE_DIR)/executor/ir/target
 
 	rm -rf $(LEARNING_BUILD_DIR) $(LEARNING_DIR)/proto/*.h $(LEARNING_DIR)/proto/*.cc
diff --git a/k8s/build_scripts/build_vineyard.sh b/k8s/build_scripts/build_vineyard.sh
index bdbf81e120a2..f18ba8ff0941 100755
--- a/k8s/build_scripts/build_vineyard.sh
+++ b/k8s/build_scripts/build_vineyard.sh
@@ -8,7 +8,7 @@ echo "Installing libgrape-lite"
 cd ${WORKDIR} && \
     git clone -b master https://github.com/alibaba/libgrape-lite.git --depth=1 && \
     cd libgrape-lite && \
-    cmake . && \
+    cmake . -DCMAKE_INSTALL_PREFIX=/opt/vineyard && \
     make -j$(nproc) && \
     make install && \
     rm -rf ${WORKDIR}/libgrape-lite
@@ -19,14 +19,17 @@ cd ${WORKDIR} && \
     git clone -b v0.10.2 https://github.com/v6d-io/v6d.git --depth=1 && \
     pushd v6d && \
     git submodule update --init && \
-    cmake . -DCMAKE_INSTALL_PREFIX=/usr/local \
+    cmake . -DCMAKE_PREFIX_PATH=/opt/vineyard \
+        -DCMAKE_INSTALL_PREFIX=/opt/vineyard \
         -DBUILD_VINEYARD_TESTS=OFF \
+        -DBUILD_SHARED_LIBS=ON \
         -DBUILD_VINEYARD_PYTHON_BINDINGS=ON && \
     make -j$(nproc) && \
     make install && \
-    strip /usr/local/bin/vineyard* /usr/local/lib/libvineyard* && \
-    popd && \
+    strip /opt/vineyard/bin/vineyard* /opt/vineyard/lib/libvineyard* && \
     python3 setup.py bdist_wheel && \
     python3 setup_io.py bdist_wheel && \
-    pip3 install dist/*
+    pip3 install dist/* && \
+    sudo cp -r /opt/vineyard/* /usr/local/ && \
     rm -rf ${WORKDIR}/v6d
+
diff --git a/k8s/build_scripts/build_vineyard_dependencies.sh b/k8s/build_scripts/build_vineyard_dependencies.sh
index 09c591e889ae..5fc790d34c42 100755
--- a/k8s/build_scripts/build_vineyard_dependencies.sh
+++ b/k8s/build_scripts/build_vineyard_dependencies.sh
@@ -10,16 +10,28 @@ cd ${WORKDIR} && \
     bash cmake-3.24.3-linux-x86_64.sh --prefix=/usr/local --skip-license && \
     rm -rf ${WORKDIR}/cmake-3.24.3-linux-x86_64.sh
 
-# install openmpi v4.1.4
+# install openmpi v4.0.5
 echo "Installing openmpi"
 cd ${WORKDIR} && \
-    wget -q https://download.open-mpi.org/release/open-mpi/v4.1/openmpi-4.1.4.tar.gz && \
-    tar zxvf openmpi-4.1.4.tar.gz && \
-    cd openmpi-4.1.4 && \
-    ./configure --enable-mpi-cxx --disable-dlopen --prefix=/usr/local  && \
+    wget -q https://download.open-mpi.org/release/open-mpi/v4.0/openmpi-4.0.5.tar.gz && \
+    tar zxvf openmpi-4.0.5.tar.gz && \
+    cd openmpi-4.0.5 && \
+    ./configure --enable-mpi-cxx --disable-dlopen --prefix=/opt/openmpi  && \
     make -j$(nproc) && \
     make install && \
-    rm -rf ${WORKDIR}/openmpi-4.1.4 ${WORKDIR}/openmpi-4.1.4.tar.gz
+    cp -rs /opt/openmpi/* /usr/local/ && \
+    rm -rf ${WORKDIR}/openmpi-4.0.5 ${WORKDIR}/openmpi-4.0.5.tar.gz
+
+# gflags v2.2.2
+echo "Installing gflags"
+cd ${WORKDIR} && \
+    wget -q https://github.com/gflags/gflags/archive/v2.2.2.tar.gz && \
+    tar zxvf v2.2.2.tar.gz && \
+    cd gflags-2.2.2 && \
+    cmake . -DBUILD_SHARED_LIBS=ON && \
+    make -j$(nproc) && \
+    make install && \
+    rm -rf ${WORKDIR}/v2.2.2.tar.gz ${WORKDIR}/gflags-2.2.2
 
 # GLOG 0.6.0
 echo "Installing glog"
@@ -81,17 +93,6 @@ cd ${WORKDIR} && \
     make install && \
     rm -rf ${WORKDIR}/arrow-apache-arrow-9.0.0 ${WORKDIR}/apache-arrow-9.0.0.tar.gz
 
-# gflags v2.2.2
-echo "Installing gflags"
-cd ${WORKDIR} && \
-    wget -q https://github.com/gflags/gflags/archive/v2.2.2.tar.gz && \
-    tar zxvf v2.2.2.tar.gz && \
-    cd gflags-2.2.2 && \
-    cmake . -DBUILD_SHARED_LIBS=ON && \
-    make -j$(nproc) && \
-    make install && \
-    rm -rf ${WORKDIR}/v2.2.2.tar.gz ${WORKDIR}/gflags-2.2.2
-
 # Boost 1.74.0, required by vineyard
 echo "Installing boost"
 cd ${WORKDIR} && \
diff --git a/k8s/dockerfiles/graphscope-dev-base.Dockerfile b/k8s/dockerfiles/graphscope-dev-base.Dockerfile
index 7cc539a7b758..68c0f74cae03 100644
--- a/k8s/dockerfiles/graphscope-dev-base.Dockerfile
+++ b/k8s/dockerfiles/graphscope-dev-base.Dockerfile
@@ -6,7 +6,7 @@ FROM vineyardcloudnative/manylinux-llvm:2014-11.0.0 AS llvm
 FROM $REGISTRY/graphscope/manylinux2014:2022-08-16-53df7cb
 
 # yum install dependencies
-RUN yum install -y perl which sudo wget libunwind-devel vim zip java-1.8.0-openjdk-devel msgpack-devel rapidjson-devel libuuid-devel && \
+RUN yum install -y perl which sudo wget libunwind-devel vim zip java-1.8.0-openjdk-devel msgpack-devel rapidjson-devel libuuid-devel openssh-clients && \
     yum clean all -y && \
     rm -fr /var/cache/yum
 
diff --git a/k8s/internal/Makefile b/k8s/internal/Makefile
index 04e9deeeed0f..78221cc4c65f 100644
--- a/k8s/internal/Makefile
+++ b/k8s/internal/Makefile
@@ -11,12 +11,17 @@ ifeq ($(REGISTRY),)
 endif
 
 
+UNAME_S := $(shell uname -s)
+ifeq ($(UNAME_S), Linux)
+	XARGS_EMPTY_FLAG := --no-run-if-empty
+endif
+
 # Default null
 TARGET_SERVER_PACKAGE      :=
 TARGET_CLIENT_PACKAGE      :=
 ifeq ($(UNAME_S), Linux)
 	TARGET_SERVER_PACKAGE := graphscope-manylinux2014-py3
-    TARGET_CLIENT_PACKAGE := graphscope-client-manylinux2014-py3
+	TARGET_CLIENT_PACKAGE := graphscope-client-manylinux2014-py3
 else
 	TARGET_SERVER_PACKAGE := graphscope-darwin-py3
 	TARGET_CLIENT_PACKAGE := graphscope-client-darwin-py3
@@ -108,7 +113,7 @@ graphscope-manylinux2014-py3-nodocker:
 	package_name=graphscope python3 setup.py bdist_wheel && \
 	cd dist && \
 	for wheel in `ls ./*.whl`; do \
-		auditwheel repair $$wheel --plat=manylinux2014_x86_64 && rm $$wheel; \
+		(auditwheel repair $$wheel --plat=manylinux2014_x86_64 && rm $$wheel) || true; \
 	done
 
 graphscope-manylinux2014-py3:
@@ -116,7 +121,7 @@ graphscope-manylinux2014-py3:
 	docker run --rm -v $(WORKING_DIR)/../..:/work \
 		${REGISTRY}/graphscope/graphscope-dev:${VINEYARD_VERSION} \
 		bash -c 'source ~/.bashrc && \
-			cd /work/k8s && \
+			cd /work/k8s/internal && \
 			make graphscope-manylinux2014-py3-nodocker'
 
 graphscope-client-manylinux2014-py3-nodocker:
@@ -144,6 +149,7 @@ graphscope-client-manylinux2014-py3-nodocker:
 graphscope-client-darwin-py3:
 	cd $(WORKING_DIR)/../../learning_engine/graph-learn && \
 		git submodule update --init third_party/pybind11 && \
+		cd graphlearn && \
 		rm -rf cmake-build && \
 		mkdir -p cmake-build && \
 		cd cmake-build && \
@@ -163,5 +169,5 @@ graphscope-client-manylinux2014-py3:
 	docker pull ${REGISTRY}/graphscope/graphscope-dev:${VINEYARD_VERSION}
 	docker run --rm -v $(WORKING_DIR)/../..:/work \
 		${REGISTRY}/graphscope/graphscope-dev:${VINEYARD_VERSION} \
-		bash -c 'cd /work/k8s && make graphscope-client-manylinux2014-py3-nodocker'
+		bash -c 'cd /work/k8s/internal && make graphscope-client-manylinux2014-py3-nodocker'
 
diff --git a/scripts/install_deps.sh b/scripts/install_deps.sh
index e232a5873511..b89bfd6a03f8 100755
--- a/scripts/install_deps.sh
+++ b/scripts/install_deps.sh
@@ -390,6 +390,7 @@ write_envs_config() {
     {
       echo "export CC=${homebrew_prefix}/opt/llvm/bin/clang"
       echo "export CXX=${homebrew_prefix}/opt/llvm/bin/clang++"
+      echo "export CARGO_TARGET_X86_64_APPLE_DARWIN_LINKER=${CC}"
       if [ -z "${JAVA_HOME}" ]; then
         echo "export JAVA_HOME=\$(/usr/libexec/java_home -v11)"
       fi
@@ -759,6 +760,7 @@ install_dependencies() {
     export OPENSSL_SSL_LIBRARY=${homebrew_prefix}/opt/openssl/lib/libssl.dylib
     export CC=${homebrew_prefix}/opt/llvm/bin/clang
     export CXX=${homebrew_prefix}/opt/llvm/bin/clang++
+    export CARGO_TARGET_X86_64_APPLE_DARWIN_LINKER=${CC}
     export CPPFLAGS=-I${homebrew_prefix}/opt/llvm/include
   fi