diff --git a/CMake/resolve_dependency_modules/arrow/CMakeLists.txt b/CMake/resolve_dependency_modules/arrow/CMakeLists.txt
index 56b673e87a39..ddf1fac71b86 100644
--- a/CMake/resolve_dependency_modules/arrow/CMakeLists.txt
+++ b/CMake/resolve_dependency_modules/arrow/CMakeLists.txt
@@ -24,6 +24,7 @@ if(VELOX_ENABLE_ARROW)
   set(ARROW_PREFIX "${CMAKE_CURRENT_BINARY_DIR}/arrow_ep")
   set(ARROW_CMAKE_ARGS
       -DARROW_PARQUET=OFF
+      -DARROW_DEPENDENCY_SOURCE=AUTO
       -DARROW_WITH_THRIFT=ON
       -DARROW_WITH_LZ4=ON
       -DARROW_WITH_SNAPPY=ON