diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseFunctionSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseFunctionSuite.scala
index 26e9972812214..4295c7072fd83 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseFunctionSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseFunctionSuite.scala
@@ -211,4 +211,20 @@ class GlutenClickhouseFunctionSuite extends GlutenClickHouseTPCHAbstractSuite {
     compareResultsAgainstVanillaSpark(query_sql, true, { _ => })
     spark.sql("drop table test")
   }
+
+
+  test("intersect all") {
+    spark.sql("create table t1 (a int, b string) using parquet")
+    spark.sql("insert into t1 values (1, '1'),(2, '2'),(3, '3'),(4, '4'),(5, '5'),(6, '6')")
+    spark.sql("create table t2 (a int, b string) using parquet")
+    spark.sql("insert into t2 values (4, '4'),(5, '5'),(6, '6'),(7, '7'),(8, '8'),(9, '9')")
+    runQueryAndCompare(
+      """
+        |SELECT a,b FROM t1 INTERSECT ALL SELECT a,b FROM t2
+        |""".stripMargin
+    )(df => checkFallbackOperators(df, 0))
+    spark.sql("drop table t1")
+    spark.sql("drop table t2")
+  }
+
 }
diff --git a/cpp-ch/local-engine/Operator/ReplicateRowsStep.cpp b/cpp-ch/local-engine/Operator/ReplicateRowsStep.cpp
new file mode 100644
index 0000000000000..d0c587e3a0d9b
--- /dev/null
+++ b/cpp-ch/local-engine/Operator/ReplicateRowsStep.cpp
@@ -0,0 +1,92 @@
+#include "ReplicateRowsStep.h"
+
+#include <iostream>
+
+#include <QueryPipeline/QueryPipelineBuilder.h>
+
+namespace DB
+{
+namespace ErrorCodes
+{
+extern const int LOGICAL_ERROR;
+}
+}
+
+namespace local_engine
+{
+static DB::ITransformingStep::Traits getTraits()
+{
+    return DB::ITransformingStep::Traits
+    {
+        {
+            .preserves_number_of_streams = true,
+            .preserves_sorting = false,
+        },
+        {
+            .preserves_number_of_rows = false,
+        }
+    };
+}
+
+ReplicateRowsStep::ReplicateRowsStep(const DB::DataStream & input_stream)
+    : ITransformingStep(input_stream, transformHeader(input_stream.header), getTraits())
+{
+}
+
+DB::Block ReplicateRowsStep::transformHeader(const DB::Block& input)
+{
+    DB::Block output;
+    for (int i = 1; i < input.columns(); i++)
+    {
+        output.insert(input.getByPosition(i));
+    }
+    return output;
+}
+
+void ReplicateRowsStep::transformPipeline(
+    DB::QueryPipelineBuilder & pipeline,
+    const DB::BuildQueryPipelineSettings & /*settings*/)
+{
+    pipeline.addSimpleTransform(
+        [&](const DB::Block & header)
+        {
+            return std::make_shared<ReplicateRowsTransform>(header);
+        });
+}
+
+void ReplicateRowsStep::updateOutputStream()
+{
+    output_stream = createOutputStream(input_streams.front(), transformHeader(input_streams.front().header), getDataStreamTraits());
+}
+
+ReplicateRowsTransform::ReplicateRowsTransform(const DB::Block & input_header_)
+    : ISimpleTransform(input_header_, ReplicateRowsStep::transformHeader(input_header_), true)
+{
+}
+
+void ReplicateRowsTransform::transform(DB::Chunk & chunk)
+{
+    auto replica_column = chunk.getColumns().front();
+    size_t total_rows = 0;
+    for (int i = 0; i < replica_column->size(); i++)
+    {
+        total_rows += replica_column->get64(i);
+    }
+
+    auto columns = chunk.detachColumns();
+    DB::MutableColumns mutable_columns;
+    for (int i = 1; i < columns.size(); i++)
+    {
+        mutable_columns.push_back(columns[i]->cloneEmpty());
+        mutable_columns.back()->reserve(total_rows);
+        DB::ColumnPtr src_col = columns[i];
+        DB::MutableColumnPtr & cur = mutable_columns.back();
+        for (int j = 0; j < replica_column->size(); j++)
+        {
+            cur->insertManyFrom(*src_col, j, replica_column->getUInt(j));
+        }
+    }
+
+    chunk.setColumns(std::move(mutable_columns), total_rows);
+}
+}
\ No newline at end of file
diff --git a/cpp-ch/local-engine/Operator/ReplicateRowsStep.h b/cpp-ch/local-engine/Operator/ReplicateRowsStep.h
new file mode 100644
index 0000000000000..c49c68f578652
--- /dev/null
+++ b/cpp-ch/local-engine/Operator/ReplicateRowsStep.h
@@ -0,0 +1,32 @@
+#pragma once
+
+#include <Processors/ISimpleTransform.h>
+#include <Processors/QueryPlan/ITransformingStep.h>
+
+namespace local_engine
+{
+
+class ReplicateRowsStep : public DB::ITransformingStep
+{
+public:
+    ReplicateRowsStep(const DB::DataStream& input_stream);
+
+    static DB::Block transformHeader(const DB::Block& input);
+
+    String getName() const override { return "ReplicateRowsStep"; }
+    void transformPipeline(DB::QueryPipelineBuilder& pipeline,
+                           const DB::BuildQueryPipelineSettings& settings) override;
+private:
+    void updateOutputStream() override;
+};
+
+class ReplicateRowsTransform : public DB::ISimpleTransform
+{
+public:
+    ReplicateRowsTransform(const DB::Block& input_header_);
+
+    String getName() const override { return "ReplicateRowsTransform"; }
+    void transform(DB::Chunk&) override;
+
+};
+}
diff --git a/cpp-ch/local-engine/Parser/ProjectRelParser.cpp b/cpp-ch/local-engine/Parser/ProjectRelParser.cpp
index eb190101f170c..2f75ac396dfe3 100644
--- a/cpp-ch/local-engine/Parser/ProjectRelParser.cpp
+++ b/cpp-ch/local-engine/Parser/ProjectRelParser.cpp
@@ -21,6 +21,9 @@
 #include <Processors/QueryPlan/ExpressionStep.h>
 #include <Rewriter/ExpressionRewriter.h>
 #include <Common/CHUtil.h>
+#include <Operator/ReplicateRowsStep.h>
+
+using namespace DB;
 
 namespace local_engine
 {
@@ -109,15 +112,46 @@ ProjectRelParser::SplittedActionsDAGs ProjectRelParser::splitActionsDAGInGenerat
     return res;
 }
 
+bool ProjectRelParser::isReplicateRows(substrait::GenerateRel rel)
+{
+    return plan_parser->isFunction(rel.generator().scalar_function(), "replicaterows");
+}
+
+DB::QueryPlanPtr ProjectRelParser::parseReplicateRows(DB::QueryPlanPtr query_plan, substrait::GenerateRel generate_rel)
+{
+    std::vector<substrait::Expression> expressions;
+    for (int i = 0; i < generate_rel.generator().scalar_function().arguments_size(); ++i)
+    {
+        expressions.emplace_back(generate_rel.generator().scalar_function().arguments(i).value());
+    }
+    auto header = query_plan->getCurrentDataStream().header;
+    auto actions_dag = expressionsToActionsDAG(expressions, header);
+    auto before_replicate_rows = std::make_unique<DB::ExpressionStep>(query_plan->getCurrentDataStream(), actions_dag);
+    before_replicate_rows->setStepDescription("Before ReplicateRows");
+    steps.emplace_back(before_replicate_rows.get());
+    query_plan->addStep(std::move(before_replicate_rows));
+
+    auto replicate_rows_step = std::make_unique<ReplicateRowsStep>(query_plan->getCurrentDataStream());
+    replicate_rows_step->setStepDescription("ReplicateRows");
+    steps.emplace_back(replicate_rows_step.get());
+    query_plan->addStep(std::move(replicate_rows_step));
+    return query_plan;
+}
+
 DB::QueryPlanPtr
 ProjectRelParser::parseGenerate(DB::QueryPlanPtr query_plan, const substrait::Rel & rel, std::list<const substrait::Rel *> & /*rel_stack_*/)
 {
     const auto & generate_rel = rel.generate();
+    if (isReplicateRows(generate_rel))
+    {
+        return parseReplicateRows(std::move(query_plan), generate_rel);
+    }
     std::vector<substrait::Expression> expressions;
     for (int i = 0; i < generate_rel.child_output_size(); ++i)
     {
         expressions.emplace_back(generate_rel.child_output(i));
     }
+
     expressions.emplace_back(generate_rel.generator());
     auto header = query_plan->getCurrentDataStream().header;
     auto actions_dag = expressionsToActionsDAG(expressions, header);
diff --git a/cpp-ch/local-engine/Parser/ProjectRelParser.h b/cpp-ch/local-engine/Parser/ProjectRelParser.h
index ae56939144758..48a16d774d887 100644
--- a/cpp-ch/local-engine/Parser/ProjectRelParser.h
+++ b/cpp-ch/local-engine/Parser/ProjectRelParser.h
@@ -19,7 +19,6 @@
 #include <Core/SortDescription.h>
 #include <Parser/RelParser.h>
 #include <Poco/Logger.h>
-#include <Common/logger_useful.h>
 
 namespace local_engine
 {
@@ -50,6 +49,9 @@ class ProjectRelParser : public RelParser
     /// Split actions_dag of generate rel into 3 parts: before array join + during array join + after array join
     static SplittedActionsDAGs splitActionsDAGInGenerate(ActionsDAGPtr actions_dag);
 
+    bool isReplicateRows(substrait::GenerateRel rel);
+
+    DB::QueryPlanPtr parseReplicateRows(QueryPlanPtr query_plan, substrait::GenerateRel generate_rel);
 
     const substrait::Rel & getSingleInput(const substrait::Rel & rel) override
     {
diff --git a/cpp-ch/local-engine/Parser/RelParser.h b/cpp-ch/local-engine/Parser/RelParser.h
index 6ca8af5359551..0228c2867a269 100644
--- a/cpp-ch/local-engine/Parser/RelParser.h
+++ b/cpp-ch/local-engine/Parser/RelParser.h
@@ -85,7 +85,6 @@ class RelParser
     static std::map<std::string, std::string> parseFormattedRelAdvancedOptimization(const substrait::extensions::AdvancedExtension &advanced_extension);
     static std::string getStringConfig(const std::map<std::string, std::string> & configs, const std::string & key, const std::string & default_value = "");
 
-private:
     SerializedPlanParser * plan_parser;
 };
 
diff --git a/cpp-ch/local-engine/Parser/SerializedPlanParser.cpp b/cpp-ch/local-engine/Parser/SerializedPlanParser.cpp
index 77819fd73e75d..581160a02dfb1 100644
--- a/cpp-ch/local-engine/Parser/SerializedPlanParser.cpp
+++ b/cpp-ch/local-engine/Parser/SerializedPlanParser.cpp
@@ -1153,6 +1153,12 @@ std::pair<DataTypePtr, Field> SerializedPlanParser::convertStructFieldType(const
 #undef UINT_CONVERT
 }
 
+bool SerializedPlanParser::isFunction(substrait::Expression_ScalarFunction rel, String function_name)
+{
+    auto func_signature = function_mapping[std::to_string(rel.function_reference())];
+    return func_signature.starts_with(function_name + ":");
+}
+
 ActionsDAGPtr SerializedPlanParser::parseFunction(
     const Block & header, const substrait::Expression & rel, std::string & result_name, ActionsDAGPtr actions_dag, bool keep_result)
 {
diff --git a/cpp-ch/local-engine/Parser/SerializedPlanParser.h b/cpp-ch/local-engine/Parser/SerializedPlanParser.h
index ad2b0d50ec6a8..f92453c1dfdec 100644
--- a/cpp-ch/local-engine/Parser/SerializedPlanParser.h
+++ b/cpp-ch/local-engine/Parser/SerializedPlanParser.h
@@ -255,6 +255,7 @@ class SerializedPlanParser
     friend class NonNullableColumnsResolver;
     friend class JoinRelParser;
     friend class MergeTreeRelParser;
+    friend class ProjectRelParser;
 
     std::unique_ptr<LocalExecutor> createExecutor(DB::QueryPlanPtr query_plan);
 
@@ -389,6 +390,8 @@ class SerializedPlanParser
         const std::vector<String> & columns, ActionsDAGPtr actions_dag, std::map<std::string, std::string> & nullable_measure_names);
     static std::pair<DB::DataTypePtr, DB::Field> convertStructFieldType(const DB::DataTypePtr & type, const DB::Field & field);
 
+    bool isFunction(substrait::Expression_ScalarFunction rel, String function_name);
+
     int name_no = 0;
     std::unordered_map<std::string, std::string> function_mapping;
     std::vector<jobject> input_iters;
diff --git a/gluten-core/src/main/scala/org/apache/gluten/expression/ExpressionMappings.scala b/gluten-core/src/main/scala/org/apache/gluten/expression/ExpressionMappings.scala
index 806ec844de601..e7e9c7ffe9004 100644
--- a/gluten-core/src/main/scala/org/apache/gluten/expression/ExpressionMappings.scala
+++ b/gluten-core/src/main/scala/org/apache/gluten/expression/ExpressionMappings.scala
@@ -282,6 +282,7 @@ object ExpressionMappings {
     Sig[MonotonicallyIncreasingID](MONOTONICALLY_INCREASING_ID),
     Sig[SparkPartitionID](SPARK_PARTITION_ID),
     Sig[WidthBucket](WIDTH_BUCKET),
+    Sig[ReplicateRows](REPLICATE_ROWS),
     // Decimal
     Sig[UnscaledValue](UNSCALED_VALUE),
     // Generator function
diff --git a/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala b/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
index 7060e297ea10e..278f119226457 100644
--- a/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
+++ b/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
@@ -314,6 +314,7 @@ object ExpressionNames {
   final val SPARK_PARTITION_ID = "spark_partition_id"
   final val MONOTONICALLY_INCREASING_ID = "monotonically_increasing_id"
   final val WIDTH_BUCKET = "width_bucket"
+  final val REPLICATE_ROWS = "replicaterows"
 
   // Directly use child expression transformer
   final val KNOWN_NULLABLE = "known_nullable"