diff --git a/bolt/tpch/gen/CMakeLists.txt b/bolt/tpch/gen/CMakeLists.txt
index 5a773c06..e40a578a 100644
--- a/bolt/tpch/gen/CMakeLists.txt
+++ b/bolt/tpch/gen/CMakeLists.txt
@@ -33,6 +33,24 @@ target_include_directories(bolt_tpch_gen PRIVATE dbgen/include)
 
 target_link_libraries(bolt_tpch_gen bolt_memory bolt_vector bolt_dbgen)
 
+add_executable(bolt_tpch_generate TpchGenerateMain.cpp)
+# Link against generator library and required runtime libs for plan execution and Hive writes.
+target_link_libraries(
+  bolt_tpch_generate
+  bolt_tpch_gen
+  bolt_exec
+  bolt_exec_test_lib
+  bolt_connector
+  bolt_hive_connector
+  bolt_dwio_common
+  bolt_dwio_parquet_reader
+  bolt_memory
+  bolt_type
+  bolt_vector
+  Folly::folly
+  fmt::fmt
+  gflags::gflags)
+
 if(${BOLT_BUILD_TESTING})
   add_subdirectory(tests)
 endif()
diff --git a/bolt/tpch/gen/TpchGenerateMain.cpp b/bolt/tpch/gen/TpchGenerateMain.cpp
new file mode 100644
index 00000000..9ad7e7ce
--- /dev/null
+++ b/bolt/tpch/gen/TpchGenerateMain.cpp
@@ -0,0 +1,151 @@
+/*
+ * Copyright (c) ByteDance Ltd. and/or 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 <folly/init/Init.h>
+#include <gflags/gflags.h>
+#include <glog/logging.h>
+#include <filesystem>
+#include <iostream>
+
+#include "bolt/common/file/FileSystems.h"
+#include "bolt/common/memory/Memory.h"
+#include "bolt/connectors/hive/HiveConnector.h"
+#include "bolt/exec/Task.h"
+#include "bolt/exec/tests/utils/PlanBuilder.h"
+#include "bolt/tpch/gen/TpchGen.h"
+
+using namespace bytedance::bolt;
+using namespace bytedance::bolt::tpch;
+
+DEFINE_double(
+    tpch_generator_scale_factor,
+    1.0,
+    "TPC-H scale factor (e.g., 1, 10, 100)");
+DEFINE_string(
+    tpch_generator_output_dir,
+    "",
+    "Output directory to write tables");
+
+int main(int argc, char** argv) {
+  folly::init(&argc, &argv, true);
+  memory::MemoryManager::initialize(memory::MemoryManager::Options{});
+
+  // Register local filesystem and Hive connector.
+  filesystems::registerLocalFileSystem();
+  const std::string kHiveConnectorId = "test-hive";
+  auto hiveConnector =
+      connector::getConnectorFactory(
+          connector::hive::HiveConnectorFactory::kHiveConnectorName)
+          ->newConnector(
+              kHiveConnectorId,
+              std::make_shared<config::ConfigBase>(
+                  std::unordered_map<std::string, std::string>()));
+  connector::registerConnector(hiveConnector);
+
+  // Validate output directory.
+  if (FLAGS_tpch_generator_output_dir.empty()) {
+    std::cerr << "-tpch_generator_output_dir must be specified" << std::endl;
+    return 1;
+  }
+  std::filesystem::create_directories(FLAGS_tpch_generator_output_dir);
+
+  auto pool = memory::memoryManager()->addLeafPool("tpch-generate");
+  const double sf = FLAGS_tpch_generator_scale_factor;
+
+  std::shared_ptr<folly::Executor> executor(
+      std::make_shared<folly::CPUThreadPoolExecutor>(
+          std::thread::hardware_concurrency()));
+
+  for (auto table : tables) {
+    const auto name = toTableName(table);
+    const auto tableDir =
+        (std::filesystem::path(FLAGS_tpch_generator_output_dir) / name)
+            .string();
+    std::filesystem::create_directories(tableDir);
+    try {
+      RowVectorPtr vec;
+      switch (table) {
+        case Table::TBL_PART: {
+          const auto rows = getRowCount(Table::TBL_PART, sf);
+          vec = genTpchPart(pool.get(), rows, /*offset*/ 0, sf);
+          break;
+        }
+        case Table::TBL_SUPPLIER: {
+          const auto rows = getRowCount(Table::TBL_SUPPLIER, sf);
+          vec = genTpchSupplier(pool.get(), rows, /*offset*/ 0, sf);
+          break;
+        }
+        case Table::TBL_PARTSUPP: {
+          const auto rows = getRowCount(Table::TBL_PARTSUPP, sf);
+          vec = genTpchPartSupp(pool.get(), rows, /*offset*/ 0, sf);
+          break;
+        }
+        case Table::TBL_CUSTOMER: {
+          const auto rows = getRowCount(Table::TBL_CUSTOMER, sf);
+          vec = genTpchCustomer(pool.get(), rows, /*offset*/ 0, sf);
+          break;
+        }
+        case Table::TBL_ORDERS: {
+          const auto rows = getRowCount(Table::TBL_ORDERS, sf);
+          vec = genTpchOrders(pool.get(), rows, /*offset*/ 0, sf);
+          break;
+        }
+        case Table::TBL_LINEITEM: {
+          // Lineitem generation is based on orders rows.
+          const auto ordersRows = getRowCount(Table::TBL_ORDERS, sf);
+          vec = genTpchLineItem(pool.get(), ordersRows, /*ordersOffset*/ 0, sf);
+          break;
+        }
+        case Table::TBL_NATION: {
+          const auto rows = getRowCount(Table::TBL_NATION, sf);
+          vec = genTpchNation(pool.get(), rows, /*offset*/ 0, sf);
+          break;
+        }
+        case Table::TBL_REGION: {
+          const auto rows = getRowCount(Table::TBL_REGION, sf);
+          vec = genTpchRegion(pool.get(), rows, /*offset*/ 0, sf);
+          break;
+        }
+        default:
+          BOLT_UNSUPPORTED("Unsupported TPC-H Table name");
+      }
+      std::cout << "Generated " << name << ": " << vec->size() << " rows\n";
+
+      // Write to Parquet via TableWrite.
+      auto writerPlanFragment =
+          exec::test::PlanBuilder()
+              .values({vec})
+              .tableWrite(tableDir, dwio::common::FileFormat::PARQUET)
+              .planFragment();
+      auto writeTask = exec::Task::create(
+          fmt::format("tpch_write_{}", name),
+          writerPlanFragment,
+          /*destination=*/0,
+          core::QueryCtx::create(executor.get()),
+          exec::Task::ExecutionMode::kSerial);
+      while (auto result = writeTask->next()) {
+        (void)result;
+      }
+    } catch (const std::exception& e) {
+      std::cerr << "Failed to generate/write table '" << name
+                << "': " << e.what() << "\n";
+      return 1;
+    }
+  }
+
+  std::cout << "Done." << std::endl;
+  return 0;
+}