diff --git a/velox/functions/sparksql/fuzzer/tests/SparkQueryRunnerTest.cpp b/velox/functions/sparksql/fuzzer/tests/SparkQueryRunnerTest.cpp
index 974c9c3e69ac..ad51305d7c52 100644
--- a/velox/functions/sparksql/fuzzer/tests/SparkQueryRunnerTest.cpp
+++ b/velox/functions/sparksql/fuzzer/tests/SparkQueryRunnerTest.cpp
@@ -18,6 +18,7 @@
 #include <gtest/gtest.h>
 
 #include "velox/common/base/tests/GTestUtils.h"
+#include "velox/dwio/parquet/RegisterParquetWriter.h"
 #include "velox/exec/tests/utils/AssertQueryBuilder.h"
 #include "velox/exec/tests/utils/PlanBuilder.h"
 #include "velox/functions/sparksql/Register.h"
@@ -37,6 +38,7 @@ class SparkQueryRunnerTest : public ::testing::Test,
  protected:
   static void SetUpTestCase() {
     memory::MemoryManager::testingSetInstance({});
+    parquet::registerParquetWriterFactory();
   }
 
   void SetUp() override {
@@ -80,6 +82,21 @@ TEST_F(SparkQueryRunnerTest, DISABLED_basic) {
   exec::test::assertEqualResults(sparkResults, outputType, {expected});
 }
 
+// This test requires a Spark coordinator running at localhost, so disable it
+// by default.
+TEST_F(SparkQueryRunnerTest, DISABLED_decimal) {
+  auto aggregatePool = rootPool_->addAggregateChild("decimal");
+  auto queryRunner = std::make_unique<fuzzer::SparkQueryRunner>(
+      aggregatePool.get(), "localhost:15002", "test", "decimal");
+  auto input = makeRowVector({
+      makeConstant<int128_t>(123456789, 25, DECIMAL(34, 2)),
+  });
+  auto outputType = ROW({"a"}, {DECIMAL(34, 2)});
+  auto sparkResults =
+      queryRunner->execute("SELECT abs(c0) FROM tmp", {input}, outputType);
+  exec::test::assertEqualResults(sparkResults, outputType, {input});
+}
+
 // This test requires a Spark coordinator running at localhost, so disable it
 // by default.
 TEST_F(SparkQueryRunnerTest, DISABLED_fuzzer) {
diff --git a/velox/vector/arrow/Bridge.cpp b/velox/vector/arrow/Bridge.cpp
index 8c5e15a4bc07..808430e2e366 100644
--- a/velox/vector/arrow/Bridge.cpp
+++ b/velox/vector/arrow/Bridge.cpp
@@ -1866,6 +1866,24 @@ VectorPtr createShortDecimalVector(
       pool, type, nulls, length, values, nullCount);
 }
 
+// Arrow uses two uint64_t values to represent a 128-bit decimal value. The
+// memory allocated by Arrow might not be 16-byte aligned, so we need to copy
+// the values to a new buffer to ensure 16-byte alignment.
+VectorPtr createLongDecimalVector(
+    memory::MemoryPool* pool,
+    const TypePtr& type,
+    BufferPtr nulls,
+    const int128_t* input,
+    size_t length,
+    int64_t nullCount) {
+  auto values = AlignedBuffer::allocate<int128_t>(length, pool);
+  auto rawValues = values->asMutable<int128_t>();
+  memcpy(rawValues, input, length * sizeof(int128_t));
+
+  return createFlatVector<TypeKind::HUGEINT>(
+      pool, type, nulls, length, values, nullCount);
+}
+
 bool isREE(const ArrowSchema& arrowSchema) {
   return arrowSchema.format[0] == '+' && arrowSchema.format[1] == 'r';
 }
@@ -1960,6 +1978,14 @@ VectorPtr importFromArrowImpl(
         static_cast<const int128_t*>(arrowArray.buffers[1]),
         arrowArray.length,
         arrowArray.null_count);
+  } else if (type->isLongDecimal()) {
+    return createLongDecimalVector(
+        pool,
+        type,
+        nulls,
+        static_cast<const int128_t*>(arrowArray.buffers[1]),
+        arrowArray.length,
+        arrowArray.null_count);
   } else if (type->isRow()) {
     // Row/structs.
     return createRowVector(
diff --git a/velox/vector/arrow/tests/ArrowBridgeArrayTest.cpp b/velox/vector/arrow/tests/ArrowBridgeArrayTest.cpp
index bd07abdfcc71..4dd14966417f 100644
--- a/velox/vector/arrow/tests/ArrowBridgeArrayTest.cpp
+++ b/velox/vector/arrow/tests/ArrowBridgeArrayTest.cpp
@@ -1270,6 +1270,14 @@ class ArrowBridgeArrayImportTest : public ArrowBridgeArrayExportTest {
 
     testArrowImport<int64_t, int128_t>(
         "d:5,2", {1, -1, 0, 12345, -12345, std::nullopt});
+    testArrowImport<int128_t, int128_t>(
+        "d:36,2",
+        {HugeInt::parse("20000000000000000"),
+         HugeInt::parse("50000000000000000"),
+         0,
+         HugeInt::parse("50000000000000000000"),
+         HugeInt::parse("-40000000000000000000"),
+         std::nullopt});
   }
 
   template <typename TOutput, typename TInput>