diff --git a/build.sh b/build.sh
index af8cd3164a..4191bb8f35 100755
--- a/build.sh
+++ b/build.sh
@@ -519,6 +519,11 @@ build_opencl() {
     fi
 }
 
+build_gtest() {
+    cd ${BASEPATH}
+    git submodule update --init --recursive third_party/googletest
+}
+
 build_opencv() {
     cd ${BASEPATH}
     if [[ "${INC_BUILD}" == "off" ]]; then
@@ -561,6 +566,7 @@ build_minddata_lite_deps()
   build_opencv
   build_eigen
   build_jpeg_turbo
+  build_gtest
 }
 
 build_lite()
diff --git a/mindspore/lite/test/CMakeLists.txt b/mindspore/lite/test/CMakeLists.txt
index dd909416c2..b17c5662ab 100644
--- a/mindspore/lite/test/CMakeLists.txt
+++ b/mindspore/lite/test/CMakeLists.txt
@@ -132,7 +132,7 @@ endif()
 ### minddata lite
 if (BUILD_MINDDATA)
     include_directories(${CCSRC_DIR}/minddata)
-    set(DATASET_TEST_DIR ${CMAKE_CURRENT_SOURCE_DIR}/dataset)
+    set(DATASET_TEST_DIR ${TEST_DIR}/ut/src/dataset)
     set(TEST_MINDDATA_SRC
                 ${DATASET_TEST_DIR}/de_tensor_test.cc
                 ${DATASET_TEST_DIR}/eager_test.cc
@@ -294,6 +294,13 @@ endif ()
 add_executable(lite-test ${TEST_SRC})
 
 target_link_libraries(lite-test dl ${SECUREC_LIBRARY} ${GTEST_LIBRARY} mindspore::json)
+if (BUILD_MINDDATA)
+    target_link_libraries(lite-test
+           minddata-lite
+           minddata-eager
+           log
+           )
+endif()
 if (BUILD_CONVERTER)
     target_link_libraries(lite-test
             anf_exporter_mid
diff --git a/mindspore/lite/test/dataset/de_tensor_test.cc b/mindspore/lite/test/ut/src/dataset/de_tensor_test.cc
similarity index 93%
rename from mindspore/lite/test/dataset/de_tensor_test.cc
rename to mindspore/lite/test/ut/src/dataset/de_tensor_test.cc
index a96b7885ba..431216cb94 100644
--- a/mindspore/lite/test/dataset/de_tensor_test.cc
+++ b/mindspore/lite/test/ut/src/dataset/de_tensor_test.cc
@@ -25,7 +25,7 @@
 
 using namespace mindspore::dataset;
 
-class MindDataTestTensorDE : public UT::Common {
+class MindDataTestTensorDE : public mindspore::Common {
  public:
   MindDataTestTensorDE() {}
 };
@@ -42,7 +42,7 @@ TEST_F(MindDataTestTensorDE, MSTensorConvertToLiteTensor) {
   std::shared_ptr<mindspore::tensor::MSTensor> lite_ms_tensor = std::shared_ptr<mindspore::tensor::MSTensor>(
     std::dynamic_pointer_cast<mindspore::tensor::DETensor>(ms_tensor)->ConvertToLiteTensor());
   // check if the lite_ms_tensor is the derived LiteTensor
-  mindspore::tensor::LiteTensor * lite_tensor = static_cast<mindspore::tensor::LiteTensor *>(lite_ms_tensor.get());
+  mindspore::lite::tensor::LiteTensor * lite_tensor = static_cast<mindspore::lite::tensor::LiteTensor *>(lite_ms_tensor.get());
   ASSERT_EQ(lite_tensor != nullptr, true);
 }
 
@@ -77,7 +77,7 @@ TEST_F(MindDataTestTensorDE, MSTensorDataType) {
 TEST_F(MindDataTestTensorDE, MSTensorMutableData) {
   std::vector<float> x = {2.5, 2.5, 2.5, 2.5};
   std::shared_ptr<Tensor> t;
-  Tensor::CreateTensor(&t, x, TensorShape({2, 2}));
+  Tensor::CreateFromVector(x, TensorShape({2, 2}), &t);
   auto ms_tensor = std::shared_ptr<mindspore::tensor::MSTensor>(new mindspore::tensor::DETensor(t));
   float *data = static_cast<float*>(ms_tensor->MutableData());
   std::vector<float> tensor_vec(data, data + ms_tensor->ElementsNum());
@@ -88,7 +88,7 @@ TEST_F(MindDataTestTensorDE, MSTensorMutableData) {
 TEST_F(MindDataTestTensorDE, MSTensorHash) {
   std::vector<float> x = {2.5, 2.5, 2.5, 2.5};
   std::shared_ptr<Tensor> t;
-  Tensor::CreateTensor(&t, x, TensorShape({2, 2}));
+  Tensor::CreateFromVector(x, TensorShape({2, 2}), &t);
   auto ms_tensor = std::shared_ptr<mindspore::tensor::MSTensor>(new mindspore::tensor::DETensor(t));
 #ifdef ENABLE_ARM64
   ASSERT_EQ(ms_tensor->hash() == 11093771382437, true); // arm64
diff --git a/mindspore/lite/test/dataset/eager_test.cc b/mindspore/lite/test/ut/src/dataset/eager_test.cc
similarity index 99%
rename from mindspore/lite/test/dataset/eager_test.cc
rename to mindspore/lite/test/ut/src/dataset/eager_test.cc
index 5b28c44d47..2a173a8a0f 100644
--- a/mindspore/lite/test/dataset/eager_test.cc
+++ b/mindspore/lite/test/ut/src/dataset/eager_test.cc
@@ -27,7 +27,7 @@ using namespace mindspore::dataset;
 using namespace mindspore::dataset::api;
 using namespace mindspore;
 
-class MindDataTestEager : public UT::Common {
+class MindDataTestEager : public mindspore::Common {
  public:
   MindDataTestEager() {}
 };