[BugFix] arrow build respect avx2 settings (#62006)

Signed-off-by: Kevin Cai <kevin.cai@celerdata.com>

thirdparty/build-thirdparty.sh

@@ -863,6 +863,16 @@ build_arrow() {
     export ARROW_FLATBUFFERS_URL=${TP_SOURCE_DIR}/${FLATBUFFERS_NAME}
     export ARROW_ZSTD_URL=${TP_SOURCE_DIR}/${ZSTD_NAME}
     export LDFLAGS="-L${TP_LIB_DIR} -static-libstdc++ -static-libgcc"
+    if [[ "$THIRD_PARTY_BUILD_WITH_AVX2" == "OFF" ]] ; then
+        # https://github.com/apache/arrow/blob/main/cpp/cmake_modules/DefineOptions.cmake#L179
+        # default to SSE4_2 on x86 and NEON on Arm
+        arrow_simd_level=DEFAULT
+        arrow_runtime_simd_level=SSE4_2
+    else
+        # TODO: what's the correct level setting for ARM arch?
+        arrow_simd_level=AVX2
+        arrow_runtime_simd_level=AVX2
+    fi
 
     # https://github.com/apache/arrow/blob/apache-arrow-5.0.0/cpp/src/arrow/memory_pool.cc#L286
     #
@@ -875,8 +885,8 @@ build_arrow() {
     -DARROW_WITH_BROTLI=ON -DARROW_WITH_LZ4=ON -DARROW_WITH_SNAPPY=ON -DARROW_WITH_ZLIB=ON -DARROW_WITH_ZSTD=ON \
     -DARROW_WITH_UTF8PROC=OFF -DARROW_WITH_RE2=OFF \
     -DARROW_JEMALLOC=OFF -DARROW_MIMALLOC=OFF \
-    -DARROW_SIMD_LEVEL=AVX2 \
-    -DARROW_RUNTIME_SIMD_LEVEL=AVX2 \
+    -DARROW_SIMD_LEVEL=$arrow_simd_level \
+    -DARROW_RUNTIME_SIMD_LEVEL=$arrow_runtime_simd_level \
     -DCMAKE_INSTALL_PREFIX=$TP_INSTALL_DIR \
     -DCMAKE_INSTALL_LIBDIR=lib64 \
     -DARROW_GFLAGS_USE_SHARED=OFF \