diff --git a/dev/build-thirdparty.sh b/dev/build-thirdparty.sh
new file mode 100755
index 000000000000..90fc5e58fbd5
--- /dev/null
+++ b/dev/build-thirdparty.sh
@@ -0,0 +1,85 @@
+#!/bin/bash
+
+set -eux
+
+CURRENT_DIR=$(cd "$(dirname "$BASH_SOURCE")"; pwd)
+GLUTEN_DIR="$CURRENT_DIR/.."
+THIRDPARTY_LIB="$GLUTEN_DIR/package/target/thirdparty-lib"
+LINUX_OS=$(. /etc/os-release && echo ${ID})
+VERSION=$(. /etc/os-release && echo ${VERSION_ID})
+ARCH=`uname -m`
+
+mkdir -p $THIRDPARTY_LIB
+function process_setup_ubuntu_2004 {
+  cp /usr/lib/${ARCH}-linux-gnu/{libroken.so.18,libasn1.so.8,libcrypto.so.1.1,libnghttp2.so.14,libnettle.so.7,libhogweed.so.5,librtmp.so.1,libssh.so.4,libssl.so.1.1,liblber-2.4.so.2,libsasl2.so.2,libwind.so.0,libheimbase.so.1,libhcrypto.so.4,libhx509.so.5,libkrb5.so.26,libheimntlm.so.0,libgssapi.so.3,libldap_r-2.4.so.2,libcurl.so.4,libdouble-conversion.so.3,libevent-2.1.so.7,libgflags.so.2.2,libunwind.so.8,libglog.so.0,libidn.so.11,libntlm.so.0,libgsasl.so.7,libicudata.so.66,libicuuc.so.66,libxml2.so.2,libre2.so.5,libsnappy.so.1,libpsl.so.5,libbrotlidec.so.1,libbrotlicommon.so.1,libthrift-0.13.0.so} $THIRDPARTY_LIB/
+  cp /usr/local/lib/{libprotobuf.so.32,libhdfs3.so.1,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
+}
+
+function process_setup_ubuntu_2204 {
+  cp /usr/lib/${ARCH}-linux-gnu/{libre2.so.9,libdouble-conversion.so.3,libidn.so.12,libglog.so.0,libgflags.so.2.2,libevent-2.1.so.7,libsnappy.so.1,libunwind.so.8,libcurl.so.4,libxml2.so.2,libgsasl.so.7,libicui18n.so.70,libicuuc.so.70,libnghttp2.so.14,libldap-2.5.so.0,liblber-2.5.so.0,libntlm.so.0,librtmp.so.1,libsasl2.so.2,libssh.so.4,libicudata.so.70,libthrift-0.16.0.so} $THIRDPARTY_LIB/
+  cp /usr/local/lib/{libhdfs3.so.1,libprotobuf.so.32,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
+}
+
+function process_setup_centos_9 {
+  cp /lib64/{libre2.so.9,libdouble-conversion.so.3,libevent-2.1.so.7,libdwarf.so.0,libgsasl.so.7,libicudata.so.67,libicui18n.so.67,libicuuc.so.67,libidn.so.12,libntlm.so.0,libsodium.so.23} $THIRDPARTY_LIB/
+  cp /usr/local/lib/{libhdfs3.so.1,libboost_context.so.1.84.0,libboost_filesystem.so.1.84.0,libboost_program_options.so.1.84.0,libboost_regex.so.1.84.0,libboost_system.so.1.84.0,libboost_thread.so.1.84.0,libboost_atomic.so.1.84.0,libprotobuf.so.32} $THIRDPARTY_LIB/
+  cp /usr/local/lib64/{libgflags.so.2.2,libglog.so.1} $THIRDPARTY_LIB/
+}
+
+function process_setup_centos_8 {
+  cp /usr/lib64/{libre2.so.0,libdouble-conversion.so.3,libevent-2.1.so.6,libdwarf.so.1,libgsasl.so.7,libicudata.so.60,libicui18n.so.60,libicuuc.so.60,libidn.so.11,libntlm.so.0,libsodium.so.23} $THIRDPARTY_LIB/
+  cp /usr/local/lib/{libhdfs3.so.1,libboost_context.so.1.84.0,libboost_filesystem.so.1.84.0,libboost_program_options.so.1.84.0,libboost_regex.so.1.84.0,libboost_system.so.1.84.0,libboost_thread.so.1.84.0,libboost_atomic.so.1.84.0,libprotobuf.so.32} $THIRDPARTY_LIB/
+  cp /usr/local/lib64/{libgflags.so.2.2,libglog.so.1} $THIRDPARTY_LIB/
+}
+
+function process_setup_centos_7 {
+  cp /usr/local/lib64/{libgflags.so.2.2,libglog.so.0} $THIRDPARTY_LIB/
+  cp /usr/lib64/{libdouble-conversion.so.1,libevent-2.0.so.5,libzstd.so.1,libntlm.so.0,libgsasl.so.7,liblz4.so.1} $THIRDPARTY_LIB/
+  cp /usr/local/lib/{libre2.so.10,libhdfs3.so.1,libboost_context.so.1.84.0,libboost_filesystem.so.1.84.0,libboost_program_options.so.1.84.0,libboost_system.so.1.84.0,libboost_thread.so.1.84.0,libboost_regex.so.1.84.0,libboost_atomic.so.1.84.0,libprotobuf.so.32} $THIRDPARTY_LIB/
+}
+
+function process_setup_debian_11 {
+  cp /usr/lib/x86_64-linux-gnu/{libre2.so.9,libthrift-0.13.0.so,libdouble-conversion.so.3,libevent-2.1.so.7,libgflags.so.2.2,libglog.so.0,libsnappy.so.1,libunwind.so.8,libcurl.so.4,libicui18n.so.67,libicuuc.so.67,libnghttp2.so.14,librtmp.so.1,libssh2.so.1,libpsl.so.5,libldap_r-2.4.so.2,liblber-2.4.so.2,libbrotlidec.so.1,libicudata.so.67,libsasl2.so.2,libbrotlicommon.so.1} $THIRDPARTY_LIB/
+  cp /usr/local/lib/{libhdfs3.so.1,libprotobuf.so.32,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
+}
+
+function process_setup_debian_12 {
+  cp /usr/lib/x86_64-linux-gnu/{libthrift-0.17.0.so,libdouble-conversion.so.3,libevent-2.1.so.7,libgflags.so.2.2,libglog.so.1,libsnappy.so.1,libunwind.so.8,libcurl.so.4,libicui18n.so.72,libicuuc.so.72,libnghttp2.so.14,librtmp.so.1,libssh2.so.1,libpsl.so.5,libldap-2.5.so.0,liblber-2.5.so.0,libbrotlidec.so.1,libicudata.so.72,libsasl2.so.2,libbrotlicommon.so.1,libcrypto.so.3,libssl.so.3,libgssapi_krb5.so.2,libkrb5.so.3,libk5crypto.so.3,libkrb5support.so.0,libkeyutils.so.1} $THIRDPARTY_LIB/
+  cp /usr/local/lib/{libprotobuf.so.32,libhdfs3.so.1,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
+}
+
+if [[ "$LINUX_OS" == "ubuntu" || "$LINUX_OS" == "pop" ]]; then
+  if [ "$VERSION" == "20.04" ]; then
+    process_setup_ubuntu_2004
+  elif [ "$VERSION" == "22.04" ]; then
+    process_setup_ubuntu_2204
+  fi
+elif [ "$LINUX_OS" == "centos" ]; then
+  if [ "$VERSION" == "9" ]; then
+    process_setup_centos_9
+  elif [ "$VERSION" == "8" ]; then
+    process_setup_centos_8
+  elif [ "$VERSION" == "7" ]; then
+    process_setup_centos_7
+  fi
+elif [ "$LINUX_OS" == "alinux" ]; then
+  if [ "${VERSION:0:1}" == "3" ]; then
+    process_setup_centos_8
+  elif [ "${VERSION:0:1}" == "2" ]; then
+    process_setup_centos_7
+  fi
+elif [ "$LINUX_OS" == "tencentos" ]; then
+  if [ "$VERSION" == "2.4" ]; then
+    process_setup_centos_7
+  elif [ "$VERSION" == "3.2" ]; then
+    process_setup_centos_8
+  fi
+elif [ "$LINUX_OS" == "debian" ]; then
+  if [ "$VERSION" == "11" ]; then
+    process_setup_debian_11
+  elif [ "$VERSION" == "12" ]; then
+      process_setup_debian_12
+  fi
+fi
+cd $THIRDPARTY_LIB/
+jar cvf gluten-thirdparty-lib-$LINUX_OS-$VERSION-$ARCH.jar ./
diff --git a/dev/package-vcpkg.sh b/dev/package-vcpkg.sh
index c76b8be8d7d1..8f2b219f0da7 100755
--- a/dev/package-vcpkg.sh
+++ b/dev/package-vcpkg.sh
@@ -1,21 +1,27 @@
 #!/bin/bash
 
-set -ex
+set -eux
 
 CURRENT_DIR=$(cd "$(dirname "$BASH_SOURCE")"; pwd)
 GLUTEN_DIR="$CURRENT_DIR/.."
+LINUX_OS=$(. /etc/os-release && echo ${ID})
+VERSION=$(. /etc/os-release && echo ${VERSION_ID})
+ARCH=`uname -m`
 
 cd "$GLUTEN_DIR"
 if [ "$LINUX_OS" == "centos" ]; then
   if [ "$VERSION" == "8" ]; then
     source /opt/rh/gcc-toolset-9/enable
   elif [ "$VERSION" == "7" ]; then
+    export MANPATH=""
     source /opt/rh/devtoolset-9/enable
   fi
 fi
+
+# prepare vcpkg environments
 source ./dev/vcpkg/env.sh
-./dev/buildbundle-veloxbe.sh --build_tests=ON --build_benchmarks=ON --enable_s3=ON  --enable_hdfs=ON
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.2 -DskipTests
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.3 -DskipTests
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.4 -DskipTests
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.5 -DskipTests
+
+# build gluten with velox backend, prompt always respond y
+export PROMPT_ALWAYS_RESPOND=y
+
+./dev/buildbundle-veloxbe.sh --build_tests=ON --build_arrow=OFF --build_benchmarks=ON --enable_s3=ON  --enable_hdfs=ON "$@"
diff --git a/dev/package.sh b/dev/package.sh
index 7e7e793bdabd..a26f94d9b6b8 100755
--- a/dev/package.sh
+++ b/dev/package.sh
@@ -4,81 +4,15 @@ set -eux
 
 CURRENT_DIR=$(cd "$(dirname "$BASH_SOURCE")"; pwd)
 GLUTEN_DIR="$CURRENT_DIR/.."
-THIRDPARTY_LIB="$GLUTEN_DIR/package/target/thirdparty-lib"
 LINUX_OS=$(. /etc/os-release && echo ${ID})
 VERSION=$(. /etc/os-release && echo ${VERSION_ID})
 ARCH=`uname -m`
 
-# compile gluten jar
-$GLUTEN_DIR/dev/builddeps-veloxbe.sh --build_tests=ON --build_benchmarks=ON --enable_s3=ON --enable_hdfs=ON
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.2 -DskipTests
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.3 -DskipTests
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.4 -DskipTests
-mvn clean package -Pbackends-velox -Pceleborn -Puniffle -Pspark-3.5 -DskipTests
+cd "$GLUTEN_DIR"
 
-mkdir -p $THIRDPARTY_LIB
-function process_setup_ubuntu_2004 {
-  cp /usr/lib/${ARCH}-linux-gnu/{libroken.so.18,libasn1.so.8,libcrypto.so.1.1,libnghttp2.so.14,libnettle.so.7,libhogweed.so.5,librtmp.so.1,libssh.so.4,libssl.so.1.1,liblber-2.4.so.2,libsasl2.so.2,libwind.so.0,libheimbase.so.1,libhcrypto.so.4,libhx509.so.5,libkrb5.so.26,libheimntlm.so.0,libgssapi.so.3,libldap_r-2.4.so.2,libcurl.so.4,libdouble-conversion.so.3,libevent-2.1.so.7,libgflags.so.2.2,libunwind.so.8,libglog.so.0,libidn.so.11,libntlm.so.0,libgsasl.so.7,libicudata.so.66,libicuuc.so.66,libxml2.so.2,libre2.so.5,libsnappy.so.1,libpsl.so.5,libbrotlidec.so.1,libbrotlicommon.so.1,libthrift-0.13.0.so} $THIRDPARTY_LIB/
-  cp /usr/local/lib/{libprotobuf.so.32,libhdfs3.so.1,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
-}
+# build gluten with velox backend, prompt always respond y
+export PROMPT_ALWAYS_RESPOND=y
+./dev/buildbundle-veloxbe.sh --build_tests=ON --build_benchmarks=ON --enable_s3=ON  --enable_hdfs=ON "$@"
 
-function process_setup_ubuntu_2204 {
-  cp /usr/lib/${ARCH}-linux-gnu/{libre2.so.9,libdouble-conversion.so.3,libidn.so.12,libglog.so.0,libgflags.so.2.2,libevent-2.1.so.7,libsnappy.so.1,libunwind.so.8,libcurl.so.4,libxml2.so.2,libgsasl.so.7,libicui18n.so.70,libicuuc.so.70,libnghttp2.so.14,libldap-2.5.so.0,liblber-2.5.so.0,libntlm.so.0,librtmp.so.1,libsasl2.so.2,libssh.so.4,libicudata.so.70,libthrift-0.16.0.so} $THIRDPARTY_LIB/
-  cp /usr/local/lib/{libhdfs3.so.1,libprotobuf.so.32,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
-}
-
-function process_setup_centos_8 {
-  cp /usr/lib64/{libre2.so.0,libdouble-conversion.so.3,libevent-2.1.so.6,libdwarf.so.1,libgsasl.so.7,libicudata.so.60,libicui18n.so.60,libicuuc.so.60,libidn.so.11,libntlm.so.0,libsodium.so.23} $THIRDPARTY_LIB/
-  cp /usr/local/lib/{libhdfs3.so.1,libboost_context.so.1.84.0,libboost_filesystem.so.1.84.0,libboost_program_options.so.1.84.0,libboost_regex.so.1.84.0,libboost_system.so.1.84.0,libboost_thread.so.1.84.0,libboost_atomic.so.1.84.0,libprotobuf.so.32} $THIRDPARTY_LIB/
-  cp /usr/local/lib64/{libgflags.so.2.2,libglog.so.1} $THIRDPARTY_LIB/
-}
-
-function process_setup_centos_7 {
-  cp /usr/local/lib64/{libgflags.so.2.2,libglog.so.0} $THIRDPARTY_LIB/
-  cp /usr/lib64/{libdouble-conversion.so.1,libevent-2.0.so.5,libzstd.so.1,libntlm.so.0,libgsasl.so.7,liblz4.so.1} $THIRDPARTY_LIB/
-  cp /usr/local/lib/{libre2.so.10,libhdfs3.so.1,libboost_context.so.1.84.0,libboost_filesystem.so.1.84.0,libboost_program_options.so.1.84.0,libboost_system.so.1.84.0,libboost_thread.so.1.84.0,libboost_regex.so.1.84.0,libboost_atomic.so.1.84.0,libprotobuf.so.32} $THIRDPARTY_LIB/
-}
-
-function process_setup_debian_11 {
-  cp /usr/lib/x86_64-linux-gnu/{libre2.so.9,libthrift-0.13.0.so,libdouble-conversion.so.3,libevent-2.1.so.7,libgflags.so.2.2,libglog.so.0,libsnappy.so.1,libunwind.so.8,libcurl.so.4,libicui18n.so.67,libicuuc.so.67,libnghttp2.so.14,librtmp.so.1,libssh2.so.1,libpsl.so.5,libldap_r-2.4.so.2,liblber-2.4.so.2,libbrotlidec.so.1,libicudata.so.67,libsasl2.so.2,libbrotlicommon.so.1} $THIRDPARTY_LIB/
-  cp /usr/local/lib/{libhdfs3.so.1,libprotobuf.so.32,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
-}
-
-function process_setup_debian_12 {
-  cp /usr/lib/x86_64-linux-gnu/{libthrift-0.17.0.so,libdouble-conversion.so.3,libevent-2.1.so.7,libgflags.so.2.2,libglog.so.1,libsnappy.so.1,libunwind.so.8,libcurl.so.4,libicui18n.so.72,libicuuc.so.72,libnghttp2.so.14,librtmp.so.1,libssh2.so.1,libpsl.so.5,libldap-2.5.so.0,liblber-2.5.so.0,libbrotlidec.so.1,libicudata.so.72,libsasl2.so.2,libbrotlicommon.so.1,libcrypto.so.3,libssl.so.3,libgssapi_krb5.so.2,libkrb5.so.3,libk5crypto.so.3,libkrb5support.so.0,libkeyutils.so.1} $THIRDPARTY_LIB/
-  cp /usr/local/lib/{libprotobuf.so.32,libhdfs3.so.1,libboost_context.so.1.84.0,libboost_regex.so.1.84.0} $THIRDPARTY_LIB/
-}
-
-if [[ "$LINUX_OS" == "ubuntu" || "$LINUX_OS" == "pop" ]]; then
-  if [ "$VERSION" == "20.04" ]; then
-    process_setup_ubuntu_2004
-  elif [ "$VERSION" == "22.04" ]; then
-    process_setup_ubuntu_2204
-  fi
-elif [ "$LINUX_OS" == "centos" ]; then
-  if [ "$VERSION" == "8" ]; then
-    process_setup_centos_8
-  elif [ "$VERSION" == "7" ]; then
-    process_setup_centos_7
-  fi
-elif [ "$LINUX_OS" == "alinux" ]; then
-  if [ "${VERSION:0:1}" == "3" ]; then
-    process_setup_centos_8
-  elif [ "${VERSION:0:1}" == "2" ]; then
-    process_setup_centos_7
-  fi
-elif [ "$LINUX_OS" == "tencentos" ]; then
-  if [ "$VERSION" == "2.4" ]; then
-    process_setup_centos_7
-  elif [ "$VERSION" == "3.2" ]; then
-    process_setup_centos_8
-  fi
-elif [ "$LINUX_OS" == "debian" ]; then
-  if [ "$VERSION" == "11" ]; then
-    process_setup_debian_11
-  elif [ "$VERSION" == "12" ]; then
-      process_setup_debian_12
-  fi
-fi
-cd $THIRDPARTY_LIB/
-jar cvf gluten-thirdparty-lib-$LINUX_OS-$VERSION-$ARCH.jar ./
+# make thirdparty package
+./dev/build-thirdparty.sh
diff --git a/dev/vcpkg/Makefile b/dev/vcpkg/Makefile
index 11cd02d8819b..cb340f95b246 100644
--- a/dev/vcpkg/Makefile
+++ b/dev/vcpkg/Makefile
@@ -1,4 +1,4 @@
-DOCKER_IMAGE=apache/gluten:gluten-vcpkg-builder_2024_05_22
+DOCKER_IMAGE=apache/gluten:vcpkg-centos-7
 GLUTEN_REPO=$(shell realpath -L ../..)
 
 CCACHE_DIR=$(HOME)/.ccache
diff --git a/dev/vcpkg/ports/duckdb/portfile.cmake b/dev/vcpkg/ports/duckdb/portfile.cmake
index e7806f1e4f02..a57229295353 100644
--- a/dev/vcpkg/ports/duckdb/portfile.cmake
+++ b/dev/vcpkg/ports/duckdb/portfile.cmake
@@ -22,4 +22,11 @@ vcpkg_configure_cmake(
 )
 vcpkg_install_cmake(ADD_BIN_TO_PATH)
 
+vcpkg_fixup_cmake_targets(CONFIG_PATH lib/cmake/DuckDB)
+
+file(REMOVE_RECURSE "${CURRENT_PACKAGES_DIR}/debug/lib/cmake")
+file(REMOVE_RECURSE "${CURRENT_PACKAGES_DIR}/lib/cmake")
+
+vcpkg_cmake_config_fixup(PACKAGE_NAME DuckDB)
+
 vcpkg_install_copyright(FILE_LIST "${SOURCE_PATH}/LICENSE")
diff --git a/dev/vcpkg/ports/duckdb/vcpkg.json b/dev/vcpkg/ports/duckdb/vcpkg.json
index 511bea530f0b..24f32f7c7382 100644
--- a/dev/vcpkg/ports/duckdb/vcpkg.json
+++ b/dev/vcpkg/ports/duckdb/vcpkg.json
@@ -2,6 +2,13 @@
   "name": "duckdb",
   "version": "0.8.1",
   "dependencies": [
-
+    {
+      "name": "vcpkg-cmake",
+      "host": true
+    },
+    {
+      "name": "vcpkg-cmake-config",
+      "host": true
+    }
   ]
 }