diff --git a/native-sql-engine/cpp/src/codegen/arrow_compute/ext/sort_kernel.cc b/native-sql-engine/cpp/src/codegen/arrow_compute/ext/sort_kernel.cc
index 8d7292e76..96120b8f0 100644
--- a/native-sql-engine/cpp/src/codegen/arrow_compute/ext/sort_kernel.cc
+++ b/native-sql-engine/cpp/src/codegen/arrow_compute/ext/sort_kernel.cc
@@ -1399,7 +1399,9 @@ class SortOnekeyKernel : public SortArraysToIndicesKernel::Impl {
     if (nulls_total_ == 0) {
       // if all batches have no null value,
       // we do not need to check whether the value is null
+      ARROW_CHECK_LE(num_batches_, 64 * 1024);
       for (int array_id = 0; array_id < num_batches_; array_id++) {
+        ARROW_CHECK_LE(length_list_[array_id], 64 * 1024);
         for (int64_t i = 0; i < length_list_[array_id]; i++) {
           (indices_begin + indices_i)->array_id = array_id;
           (indices_begin + indices_i)->id = i;
@@ -1408,7 +1410,9 @@ class SortOnekeyKernel : public SortArraysToIndicesKernel::Impl {
       }
     } else {
       // we should support nulls first and nulls last here
+      ARROW_CHECK_LE(num_batches_, 64 * 1024);
       for (int array_id = 0; array_id < num_batches_; array_id++) {
+        ARROW_CHECK_LE(length_list_[array_id], 64 * 1024);
         if (cached_key_[array_id]->null_count() == 0) {
           // if this array has no null value,
           // we do need to check if the value is null
@@ -1456,7 +1460,9 @@ class SortOnekeyKernel : public SortArraysToIndicesKernel::Impl {
     int64_t indices_i = 0;
     int64_t indices_nan = 0;
 
+    ARROW_CHECK_LE(num_batches_, 64 * 1024);
     for (int array_id = 0; array_id < num_batches_; array_id++) {
+      ARROW_CHECK_LE(length_list_[array_id], 64 * 1024);
       for (int64_t i = 0; i < length_list_[array_id]; i++) {
         if (cached_key_[array_id]->IsNull(i)) {
           continue;
@@ -1988,6 +1994,7 @@ class SortArraysCodegenKernel : public SortArraysToIndicesKernel::Impl {
 
     return BaseCodes() + R"(
 
+#include "arrow/util/logging.h"
 #include "precompile/wscgapi.hpp"
 
 
@@ -2023,7 +2030,9 @@ class TypedSorterImpl : public CodeGenBase {
     ArrayItemIndexS* indices_end = indices_begin + items_total_;
 
     int64_t indices_i = 0;
+    ARROW_CHECK_LE(num_batches_, 64 * 1024);
     for (int array_id = 0; array_id < num_batches_; array_id++) {
+      ARROW_CHECK_LE(length_list_[array_id], 64*1024);
       for (int64_t i = 0; i < length_list_[array_id]; i++) {
         (indices_begin + indices_i)->array_id = array_id;
         (indices_begin + indices_i)->id = i;
@@ -2581,7 +2590,9 @@ class SortMultiplekeyKernel : public SortArraysToIndicesKernel::Impl {
   void Partition(ArrayItemIndexS* indices_begin, ArrayItemIndexS* indices_end) {
     int64_t indices_i = 0;
     int64_t indices_null = 0;
+    ARROW_CHECK_LE(num_batches_, 64 * 1024);
     for (int array_id = 0; array_id < num_batches_; array_id++) {
+      ARROW_CHECK_LE(length_list_[array_id], 64 * 1024);
       for (int64_t i = 0; i < length_list_[array_id]; i++) {
         (indices_begin + indices_i)->array_id = array_id;
         (indices_begin + indices_i)->id = i;
diff --git a/native-sql-engine/cpp/src/shuffle/splitter.cc b/native-sql-engine/cpp/src/shuffle/splitter.cc
index c7d4d64ac..4fe7dd7b6 100644
--- a/native-sql-engine/cpp/src/shuffle/splitter.cc
+++ b/native-sql-engine/cpp/src/shuffle/splitter.cc
@@ -854,7 +854,8 @@ Splitter::row_offset_type Splitter::CalculateSplitBatchSize(
 
 arrow::Status Splitter::DoSplit(const arrow::RecordBatch& rb) {
   // buffer is allocated less than 64K
-  // ARROW_CHECK_LE(rb.num_rows(),64*1024);
+  // Will uncomment ARROW_CHECK_LE here, after fix the max batch_size issue
+  // ARROW_CHECK_LE(rb.num_rows(), 64 * 1024);
 
   reducer_offsets_.resize(rb.num_rows());