docarray · hanxiao · Aug 18, 2022 · Aug 18, 2022 · Aug 18, 2022
diff --git a/docarray/array/mixins/io/pushpull.py b/docarray/array/mixins/io/pushpull.py
@@ -4,19 +4,83 @@
 import warnings
 from collections import Counter
 from pathlib import Path
-from typing import Dict, Type, TYPE_CHECKING, Any, List
+from typing import Dict, Type, TYPE_CHECKING, List, Optional
+
+import hubble
+from hubble import Client
+from hubble.client.endpoints import EndpointsV2
+
 
 from docarray.helper import get_request_header, __cache_path__
 
 if TYPE_CHECKING:
     from docarray.typing import T
 
 
+def _get_length_from_summary(summary: List[Dict]) -> Optional[int]:
+    """Get the length from summary."""
+    for item in summary:
+        if 'Length' == item['name']:
+            return item['value']
+
+
 class PushPullMixin:
     """Transmitting :class:`DocumentArray` via Jina Cloud Service"""
 
     _max_bytes = 4 * 1024 * 1024 * 1024
 
+    @classmethod
+    @hubble.login_required
+    def cloud_list(cls, show_table: bool = False) -> List[str]:
+        """List all available arrays in the cloud.
+
+        :param show_table: if true, show the table of the arrays.
+        :returns: List of available DocumentArray's names.
+        """
+
+        result = []
+        from rich.table import Table
+        from rich import box
+
+        table = Table(
+            title='Your DocumentArray on the cloud', box=box.SIMPLE, highlight=True
+        )
+        table.add_column('Name')
+        table.add_column('Length')
+        table.add_column('Visibility')
+        table.add_column('Create at', justify='center')
+        table.add_column('Updated at', justify='center')
+
+        for da in Client(jsonify=True).list_artifacts(
+            filter={'type': 'documentArray'}, sort={'createdAt': 1}
+        )['data']:
+            if da['type'] == 'documentArray':
+                result.append(da['name'])
+
+                table.add_row(
+                    da['name'],
+                    str(_get_length_from_summary(da['metaData'].get('summary', []))),
+                    da['visibility'],
+                    da['createdAt'],
+                    da['updatedAt'],
+                )
+
+        if show_table:
+            from rich import print
+
+            print(table)
+        return result
+
+    @classmethod
+    @hubble.login_required
+    def cloud_delete(cls, name: str) -> None:
+        """
+        Delete a DocumentArray from the cloud.
+        :param name: the name of the DocumentArray to delete.
+        """
+        Client(jsonify=True).delete_artifact(name)
+
+
     def _get_raw_summary(self) -> List[Dict[str, Any]]:
         all_attrs = self._get_attributes('non_empty_fields')
         # remove underscore attribute
@@ -106,6 +170,7 @@ def _get_raw_summary(self) -> List[Dict[str, Any]]:
 
         return items
 
+    @hubble.login_required
     def push(
         self,
         name: str,
@@ -149,7 +214,6 @@ def push(
         )
 
         headers = {'Content-Type': ctype, **get_request_header()}
-        import hubble
 
         auth_token = hubble.get_token()
         if auth_token:
@@ -196,8 +260,6 @@ def _get_chunk(_batch):
             yield _tail
 
         with pbar:
-            from hubble import Client
-            from hubble.client.endpoints import EndpointsV2
 
             response = requests.post(
                 Client()._base_url + EndpointsV2.upload_artifact,
@@ -211,6 +273,7 @@ def _get_chunk(_batch):
             response.raise_for_status()
 
     @classmethod
+    @hubble.login_required
     def pull(
         cls: Type['T'],
         name: str,
@@ -231,16 +294,11 @@ def pull(
 
         headers = {}
 
-        import hubble
-
         auth_token = hubble.get_token()
 
         if auth_token:
             headers['Authorization'] = f'token {auth_token}'
 
-        from hubble import Client
-        from hubble.client.endpoints import EndpointsV2
-
         url = Client()._base_url + EndpointsV2.download_artifact + f'?name={name}'
         response = requests.get(url, headers=headers)
 
@@ -281,3 +339,6 @@ def pull(
                     fp.write(_source.content)
 
             return r
+
+    cloud_push = push
+    cloud_pull = pull
diff --git a/tests/unit/array/mixins/test_io.py b/tests/unit/array/mixins/test_io.py
@@ -237,6 +237,16 @@ def test_push_pull_io(da_cls, config, show_progress, start_storage):
     assert len(da1) == len(da2) == 10
     assert da1.texts == da2.texts == random_texts
 
+    all_names = DocumentArray.cloud_list()
+
+    assert name in all_names
+
+    DocumentArray.cloud_delete(name)
+
+    all_names = DocumentArray.cloud_list()
+
+    assert name not in all_names
+
 
 @pytest.mark.parametrize(
     'protocol', ['protobuf', 'pickle', 'protobuf-array', 'pickle-array']

diff --git a/tests/unit/array/test_from_to_bytes.py b/tests/unit/array/test_from_to_bytes.py
@@ -110,7 +110,7 @@ def test_from_to_safe_list(target, protocol, to_fn):
 
 @pytest.mark.parametrize('protocol', ['protobuf', 'pickle'])
 @pytest.mark.parametrize('show_progress', [True, False])
-def test_push_pull_show_progress(show_progress, protocol):
+def test_to_bytes_show_progress(show_progress, protocol):
     da = DocumentArray.empty(1000)
     r = da.to_bytes(_show_progress=show_progress, protocol=protocol)
     da_r = DocumentArray.from_bytes(r, _show_progress=show_progress, protocol=protocol)