enhance(client): tune dataset head cli output

client/starwhale/core/dataset/cli.py

@@ -487,20 +487,60 @@ def _tag(
     view(dataset).tag(tags, remove, quiet)
 
 
-@dataset_cmd.command("head", help="Print the first 5 rows of the dataset")
+@dataset_cmd.command("head")
 @click.argument("dataset")
-@click.option("-n", "--rows", default=5, help="Print the first NUM rows of the dataset")
 @click.option(
-    "-d",
+    "-n",
+    "--rows",
+    default=5,
+    show_default=True,
+    help="Print the first NUM rows of the dataset",
+)
+@click.option(
+    "-srd",
     "--show-raw-data",
     is_flag=True,
     help="Fetch raw data content",
 )
+@click.option(
+    "-st",
+    "--show-types",
+    is_flag=True,
+    help="Show data types",
+)
 @click.pass_obj
 def _head(
     view: t.Type[DatasetTermView],
     dataset: str,
     rows: int,
     show_raw_data: bool,
+    show_types: bool,
 ) -> None:
-    view(dataset).head(rows, show_raw_data)
+    """Print the first n rows of the dataset
+
+    DATASET: argument use the `Dataset URI` format, so you can remove the whole dataset or a specified-version dataset.
+
+    Examples:
+
+        \b
+        - print the first 5 rows of the mnist dataset
+        swcli dataset head -n 5 mnist
+
+        \b
+        - print the first 10 rows of the mnist(v0 version) dataset and show raw data
+        swcli dataset head -n 10 mnist/v0 --show-raw-data
+
+        \b
+        - print the data types of the mnist dataset
+        swcli dataset head mnist --show-types
+
+        \b
+        - print the remote cloud dataset's first 5 rows
+        swcli dataset head cloud://cloud-cn/project/test/dataset/mnist -n 5
+
+        \b
+        - print the first 5 rows in the json format
+        swcli -o json dataset head -n 5 mnist
+
+    """
+    view(dataset).head(rows, show_raw_data, show_types)

client/starwhale/core/dataset/view.py

@@ -259,25 +259,28 @@ def tag(
             self.dataset.add_tags(tags, ignore_errors)
 
     @BaseTermView._header
-    def head(self, rows: int, show_raw_data: bool = False) -> None:
+    def head(
+        self, rows: int, show_raw_data: bool = False, show_types: bool = False
+    ) -> None:
         from starwhale.api._impl.data_store import _get_type
 
         for row in self.dataset.head(rows, show_raw_data):
             console.rule(f"row [{row['index']}]", align="left")
-            output = (
-                f":deciduous_tree: id: {row['index']} \n"
-                ":cyclone: data:\n"
-                f"\t :dim_button: type: {row['features']} \n"
-            )
+            output = f":deciduous_tree: id: {row['index']} \n" ":cyclone: features:\n"
             for _k, _v in row["features"].items():
-                ds_type: t.Any
-                try:
-                    ds_type = _get_type(_v)
-                except RuntimeError:
-                    ds_type = type(_v)
-                output += (
-                    f"\t :droplet: {_k}: value[{_v}], type[{ds_type} | {type(_v)}] \n"
-                )
+                output += f"\t :dim_button: [bold green]{_k}[/] : {_v} \n"
+
+            if show_types:
+                output += ":school_satchel: features types:\n"
+                for _k, _v in row["features"].items():
+                    ds_type: t.Any
+                    try:
+                        ds_type = _get_type(_v)
+                    except RuntimeError:
+                        ds_type = type(_v)
+                    output += (
+                        f"\t :droplet: [bold green]{_k}[/] : {ds_type} | {type(_v)} \n"
+                    )
 
             console.print(output)
 
@@ -329,9 +332,13 @@ def list(  # type: ignore
     def info(self) -> None:
         self.pretty_json(self.dataset.info())
 
-    def head(self, rows: int, show_raw_data: bool = False) -> None:
+    def head(
+        self, rows: int, show_raw_data: bool = False, show_types: bool = False
+    ) -> None:
         from starwhale.base.mixin import _do_asdict_convert
 
+        # TODO: support show_types in the json format output
+
         info = self.dataset.head(rows, show_raw_data)
         self.pretty_json(_do_asdict_convert(info))
 

client/tests/core/test_dataset.py

@@ -400,6 +400,7 @@ def test_head(self, *args: t.Any) -> None:
         assert len(results) == 2
         DatasetTermView(dataset_uri).head(1, show_raw_data=True)
         DatasetTermView(dataset_uri).head(2, show_raw_data=True)
+        DatasetTermView(dataset_uri).head(2, show_raw_data=True, show_types=True)
         DatasetTermViewJson(dataset_uri).head(1, show_raw_data=False)
         DatasetTermViewJson(dataset_uri).head(2, show_raw_data=True)