diff --git a/be/src/vec/exec/format/orc/vorc_reader.cpp b/be/src/vec/exec/format/orc/vorc_reader.cpp
index aba1511c854496..9c016a4565e4e8 100644
--- a/be/src/vec/exec/format/orc/vorc_reader.cpp
+++ b/be/src/vec/exec/format/orc/vorc_reader.cpp
@@ -1583,7 +1583,7 @@ Status OrcReader::get_next_block_impl(Block* block, size_t* read_rows, bool* eof
             _decimal_scale_params_index = 0;
             try {
                 rr = _row_reader->nextBatch(*_batch, block);
-                if (rr == 0) {
+                if (rr == 0 || _batch->numElements == 0) {
                     *eof = true;
                     *read_rows = 0;
                     return Status::OK();
@@ -1653,7 +1653,7 @@ Status OrcReader::get_next_block_impl(Block* block, size_t* read_rows, bool* eof
             _decimal_scale_params_index = 0;
             try {
                 rr = _row_reader->nextBatch(*_batch, block);
-                if (rr == 0) {
+                if (rr == 0 || _batch->numElements == 0) {
                     *eof = true;
                     *read_rows = 0;
                     return Status::OK();
diff --git a/be/src/vec/exec/format/parquet/parquet_column_convert.h b/be/src/vec/exec/format/parquet/parquet_column_convert.h
index bc6bc2323275cf..551bf7e14edbc8 100644
--- a/be/src/vec/exec/format/parquet/parquet_column_convert.h
+++ b/be/src/vec/exec/format/parquet/parquet_column_convert.h
@@ -408,18 +408,20 @@ class StringToDecimal : public PhysicalToLogicalConverter {
             // When Decimal in parquet is stored in byte arrays, binary and fixed,
             // the unscaled number must be encoded as two's complement using big-endian byte order.
             ValueCopyType value = 0;
-            memcpy(reinterpret_cast<char*>(&value), buf + offset[i - 1], len);
-            value = BitUtil::big_endian_to_host(value);
-            value = value >> ((sizeof(value) - len) * 8);
-            if constexpr (ScaleType == DecimalScaleParams::SCALE_UP) {
-                value *= scale_params.scale_factor;
-            } else if constexpr (ScaleType == DecimalScaleParams::SCALE_DOWN) {
-                value /= scale_params.scale_factor;
-            } else if constexpr (ScaleType == DecimalScaleParams::NO_SCALE) {
-                // do nothing
-            } else {
-                LOG(FATAL) << "__builtin_unreachable";
-                __builtin_unreachable();
+            if (len > 0) {
+                memcpy(reinterpret_cast<char*>(&value), buf + offset[i - 1], len);
+                value = BitUtil::big_endian_to_host(value);
+                value = value >> ((sizeof(value) - len) * 8);
+                if constexpr (ScaleType == DecimalScaleParams::SCALE_UP) {
+                    value *= scale_params.scale_factor;
+                } else if constexpr (ScaleType == DecimalScaleParams::SCALE_DOWN) {
+                    value /= scale_params.scale_factor;
+                } else if constexpr (ScaleType == DecimalScaleParams::NO_SCALE) {
+                    // do nothing
+                } else {
+                    LOG(FATAL) << "__builtin_unreachable";
+                    __builtin_unreachable();
+                }
             }
             auto& v = reinterpret_cast<DecimalType&>(data[start_idx + i]);
             v = (DecimalType)value;