diff --git a/mindspore/ccsrc/minddata/dataset/api/datasets.cc b/mindspore/ccsrc/minddata/dataset/api/datasets.cc
index c0e0519ced..bea29de70a 100644
--- a/mindspore/ccsrc/minddata/dataset/api/datasets.cc
+++ b/mindspore/ccsrc/minddata/dataset/api/datasets.cc
@@ -274,6 +274,25 @@ int64_t Dataset::GetNumClasses() {
   return rc.IsError() ? -1 : num_classes;
 }
 
+std::vector<std::string> Dataset::GetColumnNames() {
+  std::vector<std::string> col_names;
+  auto ds = shared_from_this();
+  Status rc;
+  std::unique_ptr<NativeRuntimeContext> runtime_context = std::make_unique<NativeRuntimeContext>();
+  rc = runtime_context->Init();
+  if (rc.IsError()) {
+    MS_LOG(ERROR) << "GetColumnNames: Initializing RuntimeContext failed.";
+    return std::vector<std::string>();
+  }
+  rc = tree_getters_->Init(ds->IRNode());
+  if (rc.IsError()) {
+    MS_LOG(ERROR) << "GetColumnNames: Initializing TreeGetters failed.";
+    return std::vector<std::string>();
+  }
+  rc = tree_getters_->GetColumnNames(&col_names);
+  return rc.IsError() ? std::vector<std::string>() : col_names;
+}
+
 std::vector<std::pair<std::string, std::vector<int32_t>>> Dataset::GetClassIndexing() {
   std::vector<std::pair<std::string, std::vector<int32_t>>> output_class_indexing;
   auto ds = shared_from_this();
diff --git a/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.cc b/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.cc
index 58863a89c4..13ac671bab 100644
--- a/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.cc
+++ b/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.cc
@@ -466,6 +466,22 @@ Status TreeGetters::GetNumClasses(int64_t *num_classes) {
   return Status::OK();
 }
 
+Status TreeGetters::GetColumnNames(std::vector<std::string> *output) {
+  std::shared_ptr<DatasetOp> root = std::shared_ptr<DatasetOp>(tree_adapter_->GetRoot());
+  std::unordered_map<std::string, int32_t> column_name_id_map = root->column_name_id_map();
+  if (column_name_id_map.empty()) RETURN_STATUS_UNEXPECTED("GetColumnNames: column_name_id map was empty.");
+  std::vector<std::pair<std::string, int32_t>> column_name_id_vector(column_name_id_map.begin(),
+                                                                     column_name_id_map.end());
+  std::sort(column_name_id_vector.begin(), column_name_id_vector.end(),
+            [](const std::pair<std::string, int32_t> &a, const std::pair<std::string, int32_t> &b) {
+              return a.second < b.second;
+            });
+  for (auto item : column_name_id_vector) {
+    (*output).push_back(item.first);
+  }
+  return Status::OK();
+}
+
 Status TreeGetters::GetClassIndexing(std::vector<std::pair<std::string, std::vector<int32_t>>> *output_class_indexing) {
   std::shared_ptr<DatasetOp> root = std::shared_ptr<DatasetOp>(tree_adapter_->GetRoot());
   CHECK_FAIL_RETURN_UNEXPECTED(root != nullptr, "Root is a nullptr.");
diff --git a/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.h b/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.h
index 67d7dec513..7ee5c68720 100644
--- a/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.h
+++ b/mindspore/ccsrc/minddata/dataset/engine/consumers/tree_consumer.h
@@ -166,6 +166,7 @@ class TreeGetters : public TreeConsumer {
   Status GetBatchSize(int64_t *batch_size);
   Status GetRepeatCount(int64_t *repeat_count);
   Status GetNumClasses(int64_t *num_classes);
+  Status GetColumnNames(std::vector<std::string> *output);
   Status GetClassIndexing(std::vector<std::pair<std::string, std::vector<int32_t>>> *output_class_indexing);
   bool isInitialized();
   std::string Name() override { return "TreeGetters"; }
diff --git a/mindspore/ccsrc/minddata/dataset/include/datasets.h b/mindspore/ccsrc/minddata/dataset/include/datasets.h
index ccdaf22f54..2862d2e2d4 100644
--- a/mindspore/ccsrc/minddata/dataset/include/datasets.h
+++ b/mindspore/ccsrc/minddata/dataset/include/datasets.h
@@ -119,6 +119,10 @@ class Dataset : public std::enable_shared_from_this<Dataset> {
   /// \return number of classes. If failed, return -1
   int64_t GetNumClasses();
 
+  /// \brief Gets the column names
+  /// \return Names of the columns. If failed, return an empty vector
+  std::vector<std::string> GetColumnNames();
+
   /// \brief Gets the class indexing
   /// \return a map of ClassIndexing. If failed, return an empty map
   std::vector<std::pair<std::string, std::vector<int32_t>>> GetClassIndexing();
diff --git a/tests/ut/cpp/dataset/c_api_dataset_album_test.cc b/tests/ut/cpp/dataset/c_api_dataset_album_test.cc
index a4e1c26a7d..541ed9b47a 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_album_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_album_test.cc
@@ -56,8 +56,8 @@ TEST_F(MindDataTestPipeline, TestAlbumBasic) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestAlbumgetters) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestAlbumgetters.";
+TEST_F(MindDataTestPipeline, TestAlbumGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestAlbumGetters.";
 
   std::string folder_path = datasets_root_path_ + "/testAlbum/images";
   std::string schema_file = datasets_root_path_ + "/testAlbum/datasetSchema.json";
@@ -72,6 +72,7 @@ TEST_F(MindDataTestPipeline, TestAlbumgetters) {
   EXPECT_EQ(batch_size, 1);
   int64_t repeat_count = ds->GetRepeatCount();
   EXPECT_EQ(repeat_count, 1);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestAlbumDecode) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_cifar_test.cc b/tests/ut/cpp/dataset/c_api_dataset_cifar_test.cc
index 1c586d7f63..4045f840f4 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_cifar_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_cifar_test.cc
@@ -81,6 +81,7 @@ TEST_F(MindDataTestPipeline, TestCifar10Getters) {
   EXPECT_EQ(ds->GetDatasetSize(), 10000);
   std::vector<DataType> types = ds->GetOutputTypes();
   std::vector<TensorShape> shapes = ds->GetOutputShapes();
+  std::vector<std::string> column_names = {"image", "label"};
   int64_t num_classes = ds->GetNumClasses();
   EXPECT_EQ(types.size(), 2);
   EXPECT_EQ(types[0].ToString(), "uint8");
@@ -97,6 +98,7 @@ TEST_F(MindDataTestPipeline, TestCifar10Getters) {
   EXPECT_EQ(ds->GetOutputShapes(), shapes);
   EXPECT_EQ(ds->GetNumClasses(), -1);
 
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
   EXPECT_EQ(ds->GetDatasetSize(), 10000);
   EXPECT_EQ(ds->GetOutputTypes(), types);
   EXPECT_EQ(ds->GetOutputShapes(), shapes);
@@ -141,15 +143,32 @@ TEST_F(MindDataTestPipeline, TestCifar100Dataset) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestCifar100GetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCifar100GetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestCifar100Getters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCifar100Getters.";
 
   // Create a Cifar100 Dataset
   std::string folder_path = datasets_root_path_ + "/testCifar100Data/";
   std::shared_ptr<Dataset> ds = Cifar100(folder_path, "all", RandomSampler(false, 10));
   EXPECT_NE(ds, nullptr);
 
+  std::vector<std::string> column_names = {"image", "coarse_label", "fine_label"};
+  std::vector<DataType> types = ds->GetOutputTypes();
+  std::vector<TensorShape> shapes = ds->GetOutputShapes();
+  int64_t num_classes = ds->GetNumClasses();
+
+  EXPECT_EQ(types.size(), 3);
+  EXPECT_EQ(types[0].ToString(), "uint8");
+  EXPECT_EQ(types[1].ToString(), "uint32");
+  EXPECT_EQ(types[2].ToString(), "uint32");
+  EXPECT_EQ(shapes.size(), 3);
+  EXPECT_EQ(shapes[0].ToString(), "<32,32,3>");
+  EXPECT_EQ(shapes[1].ToString(), "<>");
+  EXPECT_EQ(shapes[2].ToString(), "<>");
+  EXPECT_EQ(num_classes, -1);
+  EXPECT_EQ(ds->GetBatchSize(), 1);
+  EXPECT_EQ(ds->GetRepeatCount(), 1);
   EXPECT_EQ(ds->GetDatasetSize(), 10);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestCifar100DatasetFail) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_clue_test.cc b/tests/ut/cpp/dataset/c_api_dataset_clue_test.cc
index bb9ead4d3f..7cce11d7bb 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_clue_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_clue_test.cc
@@ -147,17 +147,19 @@ TEST_F(MindDataTestPipeline, TestCLUEDatasetBasic) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestCLUEGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCLUEGetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestCLUEGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCLUEGetters.";
 
   // Create a CLUEFile Dataset, with single CLUE file
   std::string clue_file = datasets_root_path_ + "/testCLUE/afqmc/train.json";
   std::string task = "AFQMC";
   std::string usage = "train";
   std::shared_ptr<Dataset> ds = CLUE({clue_file}, task, usage, 2);
+  std::vector<std::string> column_names = {"label", "sentence1", "sentence2"};
   EXPECT_NE(ds, nullptr);
 
   EXPECT_EQ(ds->GetDatasetSize(), 2);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestCLUEDatasetCMNLI) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_coco_test.cc b/tests/ut/cpp/dataset/c_api_dataset_coco_test.cc
index 5d92d697bb..0756eb52c0 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_coco_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_coco_test.cc
@@ -61,8 +61,8 @@ TEST_F(MindDataTestPipeline, TestCocoDefault) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestCocoGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCocoGetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestCocoGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCocoGetters.";
   // Create a Coco Dataset
   std::string folder_path = datasets_root_path_ + "/testCOCO/train";
   std::string annotation_file = datasets_root_path_ + "/testCOCO/annotations/train.json";
@@ -70,7 +70,9 @@ TEST_F(MindDataTestPipeline, TestCocoGetDatasetSize) {
   std::shared_ptr<Dataset> ds = Coco(folder_path, annotation_file);
   EXPECT_NE(ds, nullptr);
 
+  std::vector<std::string> column_names = {"image", "bbox", "category_id", "iscrowd"};
   EXPECT_EQ(ds->GetDatasetSize(), 6);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestCocoDetection) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_csv_test.cc b/tests/ut/cpp/dataset/c_api_dataset_csv_test.cc
index af6fc24e53..b7697a437b 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_csv_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_csv_test.cc
@@ -70,8 +70,8 @@ TEST_F(MindDataTestPipeline, TestCSVDatasetBasic) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestCSVGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCSVGetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestCSVGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestCSVGetters.";
 
   // Create a CSVDataset, with single CSV file
   std::string train_file = datasets_root_path_ + "/testCSV/1.csv";
@@ -80,6 +80,7 @@ TEST_F(MindDataTestPipeline, TestCSVGetDatasetSize) {
   EXPECT_NE(ds, nullptr);
 
   EXPECT_EQ(ds->GetDatasetSize(), 3);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestCSVDatasetMultiFiles) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_manifest_test.cc b/tests/ut/cpp/dataset/c_api_dataset_manifest_test.cc
index 26820d7e12..f67e8bc73f 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_manifest_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_manifest_test.cc
@@ -62,10 +62,12 @@ TEST_F(MindDataTestPipeline, TestManifestGetters) {
   // Create a Manifest Dataset
   std::shared_ptr<Dataset> ds1 = Manifest(file_path1);
   std::shared_ptr<Dataset> ds2 = Manifest(file_path2);
+  std::vector<std::string> column_names = {"image", "label"};
 
   EXPECT_NE(ds1, nullptr);
   EXPECT_EQ(ds1->GetDatasetSize(), 2);
   EXPECT_EQ(ds1->GetNumClasses(), 2);
+  EXPECT_EQ(ds1->GetColumnNames(), column_names);
 
   EXPECT_NE(ds2, nullptr);
   EXPECT_EQ(ds2->GetDatasetSize(), 4);
diff --git a/tests/ut/cpp/dataset/c_api_dataset_minddata_test.cc b/tests/ut/cpp/dataset/c_api_dataset_minddata_test.cc
index eca50b951f..f8d02ec873 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_minddata_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_minddata_test.cc
@@ -57,8 +57,8 @@ TEST_F(MindDataTestPipeline, TestMindDataSuccess1) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestMindDataGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestMindDataGetDatasetSize with string file pattern.";
+TEST_F(MindDataTestPipeline, TestMindDataGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestMindDataGetters with string file pattern.";
 
   // Create a MindData Dataset
   // Pass one mindrecord shard file to parse dataset info, and search for other mindrecord files with same dataset info,
@@ -67,7 +67,10 @@ TEST_F(MindDataTestPipeline, TestMindDataGetDatasetSize) {
   std::shared_ptr<Dataset> ds = MindData(file_path);
   EXPECT_NE(ds, nullptr);
 
+  std::vector<std::string> column_names = {"data", "file_name", "label"};
+
   EXPECT_EQ(ds->GetDatasetSize(), 20);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestMindDataSuccess2) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_randomdata_test.cc b/tests/ut/cpp/dataset/c_api_dataset_randomdata_test.cc
index 59d017ec5c..fafdf57f70 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_randomdata_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_randomdata_test.cc
@@ -69,8 +69,8 @@ TEST_F(MindDataTestPipeline, TestRandomDatasetBasic1) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestRandomDatasetGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestRandomDatasetGetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestRandomDatasetGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestRandomDatasetGetters.";
 
   // Create a RandomDataset
   std::shared_ptr<SchemaObj> schema = Schema();
@@ -79,7 +79,9 @@ TEST_F(MindDataTestPipeline, TestRandomDatasetGetDatasetSize) {
   std::shared_ptr<Dataset> ds = RandomData(50, schema);
   EXPECT_NE(ds, nullptr);
 
+  std::vector<std::string> column_names = {"image", "label"};
   EXPECT_EQ(ds->GetDatasetSize(), 50);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestRandomDatasetBasic2) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_textfile_test.cc b/tests/ut/cpp/dataset/c_api_dataset_textfile_test.cc
index 1735274fba..73ebc7bdae 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_textfile_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_textfile_test.cc
@@ -82,8 +82,8 @@ TEST_F(MindDataTestPipeline, TestTextFileDatasetBasic) {
   GlobalContext::config_manager()->set_num_parallel_workers(original_num_parallel_workers);
 }
 
-TEST_F(MindDataTestPipeline, TestTextFileGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestTextFileGetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestTextFileGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestTextFileGetters.";
   // Test TextFile Dataset with single text file and many default inputs
 
   // Set configuration
@@ -101,7 +101,9 @@ TEST_F(MindDataTestPipeline, TestTextFileGetDatasetSize) {
   std::shared_ptr<Dataset> ds = TextFile({tf_file1}, 2);
   EXPECT_NE(ds, nullptr);
 
+  std::vector<std::string> column_names = {"text"};
   EXPECT_EQ(ds->GetDatasetSize(), 2);
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 
   // Restore configuration
   GlobalContext::config_manager()->set_seed(original_seed);
diff --git a/tests/ut/cpp/dataset/c_api_dataset_tfrecord_test.cc b/tests/ut/cpp/dataset/c_api_dataset_tfrecord_test.cc
index 59841f6515..8b89905a93 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_tfrecord_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_tfrecord_test.cc
@@ -84,8 +84,8 @@ TEST_F(MindDataTestPipeline, TestTFRecordDatasetBasic) {
   iter->Stop();
 }
 
-TEST_F(MindDataTestPipeline, TestTFRecordDatasetBasicGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestTFRecordDatasetBasicGetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestTFRecordDatasetBasicGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestTFRecordDatasetBasicGetters.";
 
   // Create a TFRecord Dataset
   std::string file_path = datasets_root_path_ + "/test_tf_file_3_images2/train-0000-of-0001.data";
@@ -112,6 +112,8 @@ TEST_F(MindDataTestPipeline, TestTFRecordDatasetBasicGetDatasetSize) {
   EXPECT_NE(ds, nullptr);
 
   EXPECT_EQ(ds->GetDatasetSize(), 6);
+  std::vector<std::string> column_names = {"image"};
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestTFRecordDatasetShuffle) {
diff --git a/tests/ut/cpp/dataset/c_api_dataset_voc_test.cc b/tests/ut/cpp/dataset/c_api_dataset_voc_test.cc
index 2a44d04bcc..bef5e1006c 100644
--- a/tests/ut/cpp/dataset/c_api_dataset_voc_test.cc
+++ b/tests/ut/cpp/dataset/c_api_dataset_voc_test.cc
@@ -94,8 +94,8 @@ TEST_F(MindDataTestPipeline, TestVOCGetClassIndex) {
   EXPECT_EQ(class_index1[2].second[0], 9);
 }
 
-TEST_F(MindDataTestPipeline, TestVOCGetDatasetSize) {
-  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestVOCGetDatasetSize.";
+TEST_F(MindDataTestPipeline, TestVOCGetters) {
+  MS_LOG(INFO) << "Doing MindDataTestPipeline-TestVOCGetters.";
 
   // Create a VOC Dataset
   std::string folder_path = datasets_root_path_ + "/testVOC2012_2";
@@ -111,6 +111,8 @@ TEST_F(MindDataTestPipeline, TestVOCGetDatasetSize) {
   ds = ds->Repeat(2);
 
   EXPECT_EQ(ds->GetDatasetSize(), 6);
+  std::vector<std::string> column_names = {"image", "bbox", "label", "difficult", "truncate"};
+  EXPECT_EQ(ds->GetColumnNames(), column_names);
 }
 
 TEST_F(MindDataTestPipeline, TestVOCDetection) {