diff --git a/app/services/dataset_manager/dataset_download.py b/app/services/dataset_manager/dataset_download.py
index 0618803b..de36cb1d 100644
--- a/app/services/dataset_manager/dataset_download.py
+++ b/app/services/dataset_manager/dataset_download.py
@@ -43,15 +43,14 @@ def pre_dataset_version_download(self):
             'Session-ID': self.session_id,
         }
         payload = {'version': self.version}
-        try:
-            response = requests.get(url, headers=headers, params=payload)
-            res = response.json()
-            code = res.get('code')
-            if code == 404:
-                SrvErrorHandler.customized_handle(ECustomizedError.VERSION_NOT_EXIST, True, self.version)
-            else:
-                return res
-        except Exception:
+        response = requests.get(url, headers=headers, params=payload)
+        res = response.json()
+        code = response.status_code
+        if code == 200:
+            return res
+        elif code == 404:
+            SrvErrorHandler.customized_handle(ECustomizedError.VERSION_NOT_EXIST, True, self.version)
+        else:
             SrvErrorHandler.default_handle(response.content, True)
 
     @require_valid_token()
diff --git a/pyproject.toml b/pyproject.toml
index 99a24127..4a942f44 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "app"
-version = "2.2.3"
+version = "2.2.4"
 description = "This service is designed to support pilot platform"
 authors = ["Indoc Research"]
 
diff --git a/tests/app/commands/test_dataset.py b/tests/app/commands/test_dataset.py
new file mode 100644
index 00000000..bf043b9c
--- /dev/null
+++ b/tests/app/commands/test_dataset.py
@@ -0,0 +1,51 @@
+# Copyright (C) 2022-2023 Indoc Research
+#
+# Contact Indoc Research for any questions regarding the use of this source code.
+
+from app.commands.dataset import dataset_download
+from app.configs.app_config import AppConfig
+
+
+def test_download_not_exited_dataset_version(requests_mock, mocker, cli_runner, capsys):
+    mocker.patch('app.services.user_authentication.token_manager.SrvTokenManager.check_valid', return_value=0)
+    requests_mock.get(
+        'http://bff_cli' + '/v1/dataset/testdataset',
+        json={
+            'code': 200,
+            'error_msg': '',
+            'result': {
+                'general_info': {
+                    'id': 'fake-id',
+                    'source': '',
+                    'authors': ['test-admin', 'test-user'],
+                    'code': 'testdataset',
+                    'type': 'GENERAL',
+                    'modality': [],
+                    'collection_method': [],
+                    'license': '',
+                    'tags': ['cdsa'],
+                    'description': 'Description example.',
+                    'size': 25,
+                    'total_files': 1,
+                    'title': 'test dataset',
+                    'creator': 'test-admin',
+                    'project_id': 'project-id',
+                    'created_at': '2022-02-03T19:49:35',
+                    'updated_at': '2022-03-18T18:08:33',
+                },
+                'version_detail': [],
+                'version_no': 0,
+            },
+        },
+    )
+
+    requests_mock.get(
+        AppConfig.Connections.url_dataset + '/fake-id/download/pre',
+        json={'error': 'version does not exist'},
+        status_code=404,
+    )
+
+    result = cli_runner.invoke(dataset_download, ['testdataset', '.', '-v', '1.0'])
+    outputs = result.output.split('\n')
+    assert outputs[0] == 'Current dataset version: 1.0'
+    assert outputs[1] == 'Version not available: 1.0'
diff --git a/tests/conftest.py b/tests/conftest.py
index beeb3785..aaee5cc6 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -20,6 +20,7 @@ def reset_singletons():
 def mock_settings(monkeypatch):
     monkeypatch.setattr(AppConfig.Connections, 'url_authn', 'http://service_auth')
     monkeypatch.setattr(AppConfig.Connections, 'url_bff', 'http://bff_cli')
+    monkeypatch.setattr(AppConfig.Connections, 'url_dataset', 'http://url_dataset')
     monkeypatch.setattr(AppConfig.Connections, 'url_upload_greenroom', 'http://upload_gr')
     monkeypatch.setattr(AppConfig.Connections, 'url_upload_core', 'http://upload_core')
     monkeypatch.setattr(UserConfig, 'username', 'test-user')