diff --git a/velox/functions/sparksql/registration/RegisterSpecialForm.cpp b/velox/functions/sparksql/registration/RegisterSpecialForm.cpp
index d9f12abe4f80..356e40fdf34c 100644
--- a/velox/functions/sparksql/registration/RegisterSpecialForm.cpp
+++ b/velox/functions/sparksql/registration/RegisterSpecialForm.cpp
@@ -18,6 +18,7 @@
 #include "velox/expression/SpecialFormRegistry.h"
 #include "velox/functions/sparksql/specialforms/AtLeastNNonNulls.h"
 #include "velox/functions/sparksql/specialforms/DecimalRound.h"
+#include "velox/functions/sparksql/specialforms/GetStructField.h"
 #include "velox/functions/sparksql/specialforms/MakeDecimal.h"
 #include "velox/functions/sparksql/specialforms/SparkCastExpr.h"
 
@@ -44,6 +45,8 @@ void registerSpecialFormGeneralFunctions(const std::string& prefix) {
       "cast", std::make_unique<SparkCastCallToSpecialForm>());
   registerFunctionCallToSpecialForm(
       "try_cast", std::make_unique<SparkTryCastCallToSpecialForm>());
+  registerFunctionCallToSpecialForm(
+      "get_struct_field", std::make_unique<GetStructFieldCallToSpecialForm>());
 }
 } // namespace sparksql
 } // namespace facebook::velox::functions
diff --git a/velox/functions/sparksql/specialforms/CMakeLists.txt b/velox/functions/sparksql/specialforms/CMakeLists.txt
index e141e0074bc8..0b573f4d6312 100644
--- a/velox/functions/sparksql/specialforms/CMakeLists.txt
+++ b/velox/functions/sparksql/specialforms/CMakeLists.txt
@@ -16,6 +16,7 @@ velox_add_library(
   velox_functions_spark_specialforms
   AtLeastNNonNulls.cpp
   DecimalRound.cpp
+  GetStructField.cpp
   MakeDecimal.cpp
   SparkCastExpr.cpp
   SparkCastHooks.cpp)
diff --git a/velox/functions/sparksql/specialforms/GetStructField.cpp b/velox/functions/sparksql/specialforms/GetStructField.cpp
new file mode 100644
index 000000000000..c9682ffc667d
--- /dev/null
+++ b/velox/functions/sparksql/specialforms/GetStructField.cpp
@@ -0,0 +1,104 @@
+/*
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "velox/functions/sparksql/specialforms/GetStructField.h"
+#include "expression/Expr.h"
+#include "vector/ComplexVector.h"
+#include "vector/ConstantVector.h"
+#include "velox/expression/PeeledEncoding.h"
+
+using namespace facebook::velox::exec;
+
+namespace facebook::velox::functions::sparksql {
+
+void GetStructFieldExpr::evalSpecialForm(
+    const SelectivityVector& rows,
+    EvalCtx& context,
+    VectorPtr& result) {
+  VectorPtr input;
+  VectorPtr ordinalVector;
+  inputs_[0]->eval(rows, context, input);
+  inputs_[1]->eval(rows, context, ordinalVector);
+  VELOX_USER_CHECK(ordinalVector->isConstantEncoding());
+  auto ordinal =
+      ordinalVector->asUnchecked<ConstantVector<int32_t>>()->valueAt(0);
+  auto resultType = std::const_pointer_cast<const Type>(type_);
+
+  LocalSelectivityVector remainingRows(context, rows);
+  context.deselectErrors(*remainingRows);
+
+  LocalDecodedVector decoded(context, *input, *remainingRows);
+
+  auto* rawNulls = decoded->nulls();
+  if (rawNulls) {
+    remainingRows->deselectNulls(
+        rawNulls, remainingRows->begin(), remainingRows->end());
+  }
+
+  VectorPtr localResult;
+  if (!remainingRows->hasSelections()) {
+    localResult =
+        BaseVector::createNullConstant(resultType, rows.end(), context.pool());
+  } else {
+    auto rowData = decoded->base()->as<RowVector>();
+    if (decoded->isIdentityMapping()) {
+      localResult = rowData->childAt(ordinal);
+    } else {
+      localResult =
+          decoded->wrap(rowData->childAt(ordinal), *input, decoded->size());
+    }
+  }
+
+  context.moveOrCopyResult(localResult, *remainingRows, result);
+  context.releaseVector(localResult);
+
+  VELOX_CHECK_NOT_NULL(result);
+  if (rawNulls || context.errors()) {
+    EvalCtx::addNulls(
+        rows, remainingRows->asRange().bits(), context, resultType, result);
+  }
+
+  context.releaseVector(input);
+  context.releaseVector(ordinalVector);
+}
+
+TypePtr GetStructFieldCallToSpecialForm::resolveType(
+    const std::vector<TypePtr>& /*argTypes*/) {
+  VELOX_FAIL("get_struct_field function does not support type resolution.");
+}
+
+ExprPtr GetStructFieldCallToSpecialForm::constructSpecialForm(
+    const TypePtr& type,
+    std::vector<ExprPtr>&& args,
+    bool trackCpuUsage,
+    const core::QueryConfig& /*config*/) {
+  VELOX_USER_CHECK_EQ(args.size(), 2, "get_struct_field expects two argument.");
+
+  VELOX_USER_CHECK_EQ(
+      args[0]->type()->kind(),
+      TypeKind::ROW,
+      "The first argument of get_struct_field should be of row type.");
+
+  VELOX_USER_CHECK_EQ(
+      args[1]->type()->kind(),
+      TypeKind::INTEGER,
+      "The second argument of get_struct_field should be of integer type.");
+
+  return std::make_shared<GetStructFieldExpr>(
+      type, std::move(args), trackCpuUsage);
+}
+
+} // namespace facebook::velox::functions::sparksql
diff --git a/velox/functions/sparksql/specialforms/GetStructField.h b/velox/functions/sparksql/specialforms/GetStructField.h
new file mode 100644
index 000000000000..e220c0f2e49b
--- /dev/null
+++ b/velox/functions/sparksql/specialforms/GetStructField.h
@@ -0,0 +1,67 @@
+/*
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+#pragma once
+
+#include "velox/expression/FunctionCallToSpecialForm.h"
+#include "velox/expression/SpecialForm.h"
+
+using namespace facebook::velox::exec;
+
+namespace facebook::velox::functions::sparksql {
+
+class GetStructFieldExpr : public SpecialForm {
+ public:
+  /// @param type The target type of the returned expression
+  /// @param expr The struct expression to get by field ordinal
+  /// @param trackCpuUsage Whether to track CPU usage
+  GetStructFieldExpr(
+      TypePtr type,
+      std::vector<ExprPtr>&& expr,
+      bool trackCpuUsage)
+      : SpecialForm(type, expr, "get_struct_field", false, trackCpuUsage) {}
+
+  void evalSpecialForm(
+      const SelectivityVector& rows,
+      EvalCtx& context,
+      VectorPtr& result) override;
+
+  void computePropagatesNulls() override {
+    propagatesNulls_ = inputs_[0]->propagatesNulls();
+  }
+};
+
+class GetStructFieldCallToSpecialForm : public exec::FunctionCallToSpecialForm {
+ public:
+  // Throws not supported exception.
+  TypePtr resolveType(const std::vector<TypePtr>& argTypes) override;
+
+  /// @brief Returns an expression for get_struct_field special form. The
+  /// expression is a regular expression based on a custom VectorFunction
+  /// implementation.
+  /// @param type Result type.
+  /// @param args Two inputs. First input should be a RowVector. Second
+  /// input is the ordinal to get from RowVector, and must be constant
+  /// INTEGER.
+  exec::ExprPtr constructSpecialForm(
+      const TypePtr& type,
+      std::vector<exec::ExprPtr>&& compiledChildren,
+      bool trackCpuUsage,
+      const core::QueryConfig& config) override;
+
+  static constexpr const char* kGetStructField = "get_struct_field";
+};
+
+} // namespace facebook::velox::functions::sparksql
diff --git a/velox/functions/sparksql/tests/CMakeLists.txt b/velox/functions/sparksql/tests/CMakeLists.txt
index 39087bd8adb5..1ccf8e3151d3 100644
--- a/velox/functions/sparksql/tests/CMakeLists.txt
+++ b/velox/functions/sparksql/tests/CMakeLists.txt
@@ -34,6 +34,7 @@ add_executable(
   DecimalUtilTest.cpp
   ElementAtTest.cpp
   GetJsonObjectTest.cpp
+  GetStructFieldTest.cpp
   HashTest.cpp
   InTest.cpp
   JsonObjectKeysTest.cpp
diff --git a/velox/functions/sparksql/tests/GetStructFieldTest.cpp b/velox/functions/sparksql/tests/GetStructFieldTest.cpp
new file mode 100644
index 000000000000..887dbf02243f
--- /dev/null
+++ b/velox/functions/sparksql/tests/GetStructFieldTest.cpp
@@ -0,0 +1,83 @@
+/*
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+#include <gtest/gtest.h>
+
+#include "velox/functions/sparksql/tests/SparkFunctionBaseTest.h"
+#include "velox/vector/tests/utils/VectorTestBase.h"
+
+using namespace facebook::velox::test;
+
+namespace facebook::velox::functions::sparksql::test {
+namespace {
+
+class GetStructFieldTest : public SparkFunctionBaseTest {
+ protected:
+  void testGetStructField(
+      const VectorPtr& input,
+      int ordinal,
+      const VectorPtr& expected) {
+    auto batchSize = expected->size();
+    auto ordinalVector = makeConstant<int32_t>(ordinal, batchSize);
+    std::vector<core::TypedExprPtr> inputs = {
+        std::make_shared<const core::FieldAccessTypedExpr>(input->type(), "c0"),
+        std::make_shared<const core::FieldAccessTypedExpr>(INTEGER(), "c1")};
+    auto resultType = expected->type();
+    auto expr = std::make_shared<const core::CallTypedExpr>(
+        resultType, std::move(inputs), "get_struct_field");
+    auto result =
+        evaluate(expr, makeRowVector({"c0", "c1"}, {input, ordinalVector}));
+    ::facebook::velox::test::assertEqualVectors(expected, result);
+  }
+};
+
+TEST_F(GetStructFieldTest, simpleType) {
+  auto col0 = makeFlatVector<int32_t>({1, 2});
+  auto col1 = makeFlatVector<std::string>({"hello", "world"});
+  auto col2 = makeNullableFlatVector<int32_t>({std::nullopt, 12});
+  auto data = makeRowVector({col0, col1, col2});
+
+  // Get int field
+  testGetStructField(data, 0, col0);
+
+  // Get string field
+  testGetStructField(data, 1, col1);
+
+  // Get int field with null
+  testGetStructField(data, 2, col2);
+}
+
+TEST_F(GetStructFieldTest, complexType) {
+  auto col0 = makeArrayVector<int32_t>({{1, 2}, {3, 4}});
+  auto col1 = makeMapVector<std::string, int32_t>(
+      {{{"a", 0}, {"b", 1}}, {{"c", 3}, {"d", 4}}});
+  auto col2 = makeRowVector(
+      {makeArrayVector<int32_t>(
+           {{100, 101, 102}, {200, 201, 202}, {300, 301, 302}}),
+       makeFlatVector<std::string>({"a", "b", "c"})});
+  auto data = makeRowVector({col0, col1, col2});
+
+  // Get array field
+  testGetStructField(data, 0, col0);
+
+  // Get map field
+  testGetStructField(data, 1, col1);
+
+  // Get row field
+  testGetStructField(data, 2, col2);
+}
+
+} // namespace
+} // namespace facebook::velox::functions::sparksql::test