drop dataset stats from catalog and cli (#878)

src/datachain/catalog/catalog.py

@@ -38,7 +38,6 @@
     DatasetDependency,
     DatasetListRecord,
     DatasetRecord,
-    DatasetStats,
     DatasetStatus,
     StorageURI,
     create_dataset_uri,
@@ -1235,17 +1234,6 @@ def dataset_table_export_file_names(self, name: str, version: int) -> list[str]:
         dataset = self.get_dataset(name)
         return self.warehouse.dataset_table_export_file_names(dataset, version)
 
-    def dataset_stats(self, name: str, version: Optional[int]) -> DatasetStats:
-        """
-        Returns tuple with dataset stats: total number of rows and total dataset size.
-        """
-        dataset = self.get_dataset(name)
-        dataset_version = dataset.get_version(version or dataset.latest_version)
-        return DatasetStats(
-            num_objects=dataset_version.num_objects,
-            size=dataset_version.size,
-        )
-
     def remove_dataset(
         self,
         name: str,

src/datachain/cli/__init__.py

@@ -11,7 +11,6 @@
 from .commands import (
     clear_cache,
     completion,
-    dataset_stats,
     du,
     edit_dataset,
     garbage_collect,
@@ -182,13 +181,6 @@ def handle_dataset_command(args, catalog):
             all=args.all,
             team=args.team,
         ),
-        "stats": lambda: dataset_stats(
-            catalog,
-            args.name,
-            args.version,
-            show_bytes=args.bytes,
-            si=args.si,
-        ),
     }
 
     handler = dataset_commands.get(args.datasets_cmd)

src/datachain/cli/commands/__init__.py

@@ -1,5 +1,4 @@
 from .datasets import (
-    dataset_stats,
     edit_dataset,
     list_datasets,
     list_datasets_local,
@@ -15,7 +14,6 @@
 __all__ = [
     "clear_cache",
     "completion",
-    "dataset_stats",
     "du",
     "edit_dataset",
     "garbage_collect",

src/datachain/cli/commands/datasets.py

@@ -3,8 +3,6 @@
 
 from tabulate import tabulate
 
-from datachain import utils
-
 if TYPE_CHECKING:
     from datachain.catalog import Catalog
 
@@ -109,20 +107,3 @@ def edit_dataset(
 
     if (all or studio) and token:
         edit_studio_dataset(team, name, new_name, description, labels)
-
-
-def dataset_stats(
-    catalog: "Catalog",
-    name: str,
-    version: int,
-    show_bytes=False,
-    si=False,
-):
-    stats = catalog.dataset_stats(name, version)
-
-    if stats:
-        print(f"Number of objects: {stats.num_objects}")
-        if show_bytes:
-            print(f"Total objects size: {stats.size}")
-        else:
-            print(f"Total objects size: {utils.sizeof_fmt(stats.size, si=si): >7}")

src/datachain/cli/parser/__init__.py

@@ -307,31 +307,6 @@ def get_parser() -> ArgumentParser:  # noqa: PLR0915
         help="The team to delete a dataset. By default, it will use team from config",
     )
 
-    dataset_stats_parser = datasets_subparser.add_parser(
-        "stats", parents=[parent_parser], description="Show basic dataset statistics."
-    )
-    dataset_stats_parser.add_argument("name", type=str, help="Dataset name")
-    dataset_stats_parser.add_argument(
-        "--version",
-        action="store",
-        default=None,
-        type=int,
-        help="Dataset version",
-    )
-    dataset_stats_parser.add_argument(
-        "-b",
-        "--bytes",
-        default=False,
-        action="store_true",
-        help="Display size in bytes instead of human-readable size",
-    )
-    dataset_stats_parser.add_argument(
-        "--si",
-        default=False,
-        action="store_true",
-        help="Display size using powers of 1000 not 1024",
-    )
-
     parse_ls = subp.add_parser(
         "ls", parents=[parent_parser], description="List storage contents."
     )

src/datachain/dataset.py

@@ -150,12 +150,6 @@ def __hash__(self):
         return hash(f"{self.type}_{self.name}_{self.version}")
 
 
-@dataclass
-class DatasetStats:
-    num_objects: Optional[int]  # None if table is missing
-    size: Optional[int]  # in bytes None if table is missing or empty
-
-
 class DatasetStatus:
     CREATED = 1
     PENDING = 2

src/datachain/remote/studio.py

@@ -16,14 +16,12 @@
 import websockets
 
 from datachain.config import Config
-from datachain.dataset import DatasetStats
 from datachain.error import DataChainError
 from datachain.utils import STUDIO_URL, retry_with_backoff
 
 T = TypeVar("T")
 LsData = Optional[list[dict[str, Any]]]
 DatasetInfoData = Optional[dict[str, Any]]
-DatasetStatsData = Optional[DatasetStats]
 DatasetRowsData = Optional[Iterable[dict[str, Any]]]
 DatasetJobVersionsData = Optional[dict[str, Any]]
 DatasetExportStatus = Optional[dict[str, Any]]

tests/func/test_catalog.py

@@ -17,7 +17,8 @@
 def listing_stats(uri, catalog):
     list_dataset_name, _, _ = parse_listing_uri(uri, catalog.client_config)
     dataset = catalog.get_dataset(list_dataset_name)
-    return catalog.dataset_stats(dataset.name, dataset.latest_version)
+    dataset_version = dataset.get_version(dataset.latest_version)
+    return dataset_version.num_objects, dataset_version.size
 
 
 @pytest.fixture
@@ -582,23 +583,23 @@ def test_listing_stats(cloud_test_catalog):
         listing_stats(src_uri, catalog)
 
     catalog.enlist_source(src_uri)
-    stats = listing_stats(src_uri, catalog)
-    assert stats.num_objects == 7
-    assert stats.size == 36
+    num_objects, size = listing_stats(src_uri, catalog)
+    assert num_objects == 7
+    assert size == 36
 
     catalog.enlist_source(f"{src_uri}/dogs/", update=True)
-    stats = listing_stats(src_uri, catalog)
-    assert stats.num_objects == 7
-    assert stats.size == 36
+    num_objects, size = listing_stats(src_uri, catalog)
+    assert num_objects == 7
+    assert size == 36
 
-    stats = listing_stats(f"{src_uri}/dogs/", catalog)
-    assert stats.num_objects == 4
-    assert stats.size == 15
+    num_objects, size = listing_stats(f"{src_uri}/dogs/", catalog)
+    assert num_objects == 4
+    assert size == 15
 
     catalog.enlist_source(f"{src_uri}/dogs/")
-    stats = listing_stats(src_uri, catalog)
-    assert stats.num_objects == 7
-    assert stats.size == 36
+    num_objects, size = listing_stats(src_uri, catalog)
+    assert num_objects == 7
+    assert size == 36
 
 
 @pytest.mark.parametrize("cloud_type", ["s3", "azure", "gs"], indirect=True)
@@ -608,15 +609,15 @@ def test_enlist_source_handles_slash(cloud_test_catalog):
     src_path = f"{src_uri}/dogs"
 
     catalog.enlist_source(src_path)
-    stats = listing_stats(src_path, catalog)
-    assert stats.num_objects == len(DEFAULT_TREE["dogs"])
-    assert stats.size == 15
+    num_objects, size = listing_stats(src_path, catalog)
+    assert num_objects == len(DEFAULT_TREE["dogs"])
+    assert size == 15
 
     src_path = f"{src_uri}/dogs"
     catalog.enlist_source(src_path, update=True)
-    stats = listing_stats(src_path, catalog)
-    assert stats.num_objects == len(DEFAULT_TREE["dogs"])
-    assert stats.size == 15
+    num_objects, size = listing_stats(src_path, catalog)
+    assert num_objects == len(DEFAULT_TREE["dogs"])
+    assert size == 15
 
 
 @pytest.mark.parametrize("cloud_type", ["s3", "azure", "gs"], indirect=True)
@@ -626,10 +627,10 @@ def test_enlist_source_handles_glob(cloud_test_catalog):
     src_path = f"{src_uri}/dogs/*.jpg"
 
     catalog.enlist_source(src_path)
-    stats = listing_stats(src_path, catalog)
+    num_objects, size = listing_stats(src_path, catalog)
 
-    assert stats.num_objects == len(DEFAULT_TREE["dogs"])
-    assert stats.size == 15
+    assert num_objects == len(DEFAULT_TREE["dogs"])
+    assert size == 15
 
 
 @pytest.mark.parametrize("cloud_type", ["s3", "azure", "gs"], indirect=True)

tests/func/test_datachain.py

@@ -20,7 +20,7 @@
 from datachain import DataModel, func
 from datachain.catalog.catalog import QUERY_SCRIPT_CANCELED_EXIT_CODE
 from datachain.data_storage.sqlite import SQLiteWarehouse
-from datachain.dataset import DatasetDependencyType, DatasetStats
+from datachain.dataset import DatasetDependencyType
 from datachain.func import path as pathfunc
 from datachain.lib.dc import C, DataChain
 from datachain.lib.file import File, ImageFile
@@ -515,8 +515,9 @@ def test_from_storage_dataset_stats(tmp_dir, test_session):
     dc = DataChain.from_storage(tmp_dir.as_uri(), session=test_session).save(
         "test-data"
     )
-    stats = test_session.catalog.dataset_stats(dc.name, dc.version)
-    assert stats == DatasetStats(num_objects=4, size=20)
+    version = test_session.catalog.get_dataset(dc.name).get_version(dc.version)
+    assert version.num_objects == 4
+    assert version.size == 20
 
 
 def test_from_storage_check_rows(tmp_dir, test_session):

tests/func/test_datasets.py

@@ -845,9 +845,9 @@ def test_row_random(cloud_test_catalog):
 
 def test_dataset_stats_registered_ds(cloud_test_catalog, dogs_dataset):
     catalog = cloud_test_catalog.catalog
-    stats = catalog.dataset_stats(dogs_dataset.name, 1)
-    assert stats.num_objects == 4
-    assert stats.size == 15
+    dataset = catalog.get_dataset(dogs_dataset.name).get_version(1)
+    assert dataset.num_objects == 4
+    assert dataset.size == 15
     rows_count = catalog.warehouse.dataset_rows_count(dogs_dataset, 1)
     assert rows_count == 4