start preparing configs

ANAKIN.py

@@ -35,8 +35,13 @@ _LICENSE = "cc-by-4.0"
 
 # The HuggingFace Datasets library doesn't host the datasets but only points to the original files.
 # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
-_URLS = {
-    "all": "https://huggingface.co/datasets/AlexBlck/ANAKIN/raw/main/metadata.csv",
+_METADATA_URL = "https://huggingface.co/datasets/AlexBlck/ANAKIN/raw/main/metadata.csv"
+
+_FOLDERS = {
+    "all": ("full", "trimmed", "edited", "masks"),
+    "no-full": ("trimmed", "edited", "masks"),
+    "trimmed-edited-masks": ("trimmed", "edited", "masks"),
+    "full-trimmed-edited-masks": ("full", "trimmed", "edited", "masks"),
 }
 
 
@@ -83,11 +88,44 @@ class Anakin(datasets.GeneratorBasedBuilder):
                     "editor-id": datasets.Value("string"),
                 }
             )
-        else:  # This is an example to show how to have different features for "first_domain" and "second_domain"
+        elif self.config.name == "no-full":
+            features = datasets.Features(
+                {
+                    "trimmed": datasets.Value("string"),
+                    "edited": datasets.Value("string"),
+                    "masks": datasets.Sequence(datasets.Image()),
+                    "task": datasets.Value("string"),
+                    "start-time": datasets.Value("int32"),
+                    "end-time": datasets.Value("int32"),
+                    "manipulation-type": datasets.Value("string"),
+                    "editor-id": datasets.Value("string"),
+                }
+            )
+        elif self.config.name == "trimmed-edited-masks":
+            features = datasets.Features(
+                {
+                    "trimmed": datasets.Value("string"),
+                    "edited": datasets.Value("string"),
+                    "masks": datasets.Sequence(datasets.Image()),
+                    "task": datasets.Value("string"),
+                    "start-time": datasets.Value("int32"),
+                    "end-time": datasets.Value("int32"),
+                    "manipulation-type": datasets.Value("string"),
+                    "editor-id": datasets.Value("string"),
+                }
+            )
+        elif self.config.name == "full-trimmed-edited-masks":
             features = datasets.Features(
                 {
-                    "sentence": datasets.Value("string"),
-                    # These are the features of your dataset like images, labels ...
+                    "full": datasets.Value("string"),
+                    "trimmed": datasets.Value("string"),
+                    "edited": datasets.Value("string"),
+                    "masks": datasets.Sequence(datasets.Image()),
+                    "task": datasets.Value("string"),
+                    "start-time": datasets.Value("int32"),
+                    "end-time": datasets.Value("int32"),
+                    "manipulation-type": datasets.Value("string"),
+                    "editor-id": datasets.Value("string"),
                 }
             )
         return datasets.DatasetInfo(
@@ -113,8 +151,7 @@ class Anakin(datasets.GeneratorBasedBuilder):
         # dl_manager is a datasets.download.DownloadManager that can be used to download and extract URLS
         # It can accept any type or nested list/dict and will give back the same structure with the url replaced with path to local files.
         # By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive
-        urls = _URLS[self.config.name]
-        metadata_dir = dl_manager.download_and_extract(urls)
+        metadata_dir = dl_manager.download_and_extract(_METADATA_URL)
 
         random.seed(47)
         root_url = "https://huggingface.co/datasets/AlexBlck/ANAKIN/resolve/main/"
@@ -122,12 +159,9 @@ class Anakin(datasets.GeneratorBasedBuilder):
         ids = df["video-id"].to_list()
         random.shuffle(ids)
 
+        folders = _FOLDERS[self.config.name]
         data_urls = [
-            {
-                "full": root_url + f"full/{idx}.mp4",
-                "trimmed": root_url + f"trimmed/{idx}.mp4",
-                "edited": root_url + f"edited/{idx}.mp4",
-            }
+            {f"{folder}": root_url + f"{folder}/{idx}.mp4" for folder in folders}
             for idx in ids
         ]
         data_dir = dl_manager.download(data_urls)