only download necessary media files for FiftyOneDatasets

jainanisha90 · Apr 4, 2024 · b71e3fb · b71e3fb
1 parent d5ea06e
commit b71e3fb
Showing 1 changed file with 36 additions and 3 deletions.
diff --git a/fiftyone/utils/huggingface.py b/fiftyone/utils/huggingface.py
@@ -1077,6 +1077,12 @@ def _resolve_dataset_name(config, **kwargs):
     return name
 
 
+def _get_files_to_download(dataset):
+    filepaths = dataset.values("filepath")
+    filepaths = [fp for fp in filepaths if not os.path.exists(fp)]
+    return filepaths
+
+
 def _load_fiftyone_dataset_from_config(config, **kwargs):
     logger.info("Loading dataset")
 
@@ -1086,12 +1092,27 @@ def _load_fiftyone_dataset_from_config(config, **kwargs):
     splits = _parse_split_kwargs(**kwargs)
 
     download_dir = _get_download_dir(config._repo_id, **kwargs)
-    hfh.snapshot_download(
-        repo_id=config._repo_id, repo_type="dataset", local_dir=download_dir
-    )
+
+    init_download_kwargs = {
+        "repo_id": config._repo_id,
+        "repo_type": "dataset",
+        "local_dir": download_dir,
+    }
 
     dataset_type_name = config._format.strip()
 
+    if dataset_type_name == "FiftyOneDataset":
+        # If the dataset is a FiftyOneDataset, we can smart only download the
+        # necessary files
+        hfh.snapshot_download(
+            **init_download_kwargs,
+            ignore_patterns="data/*",
+        )
+    else:
+        hfh.snapshot_download(
+            **init_download_kwargs,
+        )
+
     dataset_type = getattr(
         __import__("fiftyone.types", fromlist=[dataset_type_name]),
         dataset_type_name,
@@ -1110,6 +1131,18 @@ def _load_fiftyone_dataset_from_config(config, **kwargs):
         dataset_kwargs["name"] = name
 
     dataset = fod.Dataset.from_dir(download_dir, **dataset_kwargs)
+
+    if dataset_type_name != "FiftyOneDataset":
+        return dataset
+
+    filepaths = _get_files_to_download(dataset)
+    if filepaths:
+        logger.info(f"Downloading {len(filepaths)} media files...")
+        filenames = [os.path.basename(fp) for fp in filepaths]
+        allowed_globs = ["data/" + fn for fn in filenames]
+        hfh.snapshot_download(
+            **init_download_kwargs, allow_patterns=allowed_globs
+        )
     return dataset