feat: Version working both when streaming=True and streaming=False

nucleotide_transformer_downstream_tasks_multilabel.py

@@ -84,13 +84,16 @@ class NucleotideTransformerDownstreamTasks(datasets.GeneratorBasedBuilder):
     DEFAULT_CONFIG_NAME = "deepstarr"
 
     def _info(self):
-        features = datasets.Features(
-            {
-                "sequence": datasets.Value("string"),
-                "name": datasets.Value("string"),
-                "labels": datasets.Sequence("float32"),
-            }
-        )
+        features_dict = {
+            "sequence": datasets.Value("string"),
+            "name": datasets.Value("string"),
+        }
+        labels_dict = {
+            f"label_{i}": datasets.Value(self.config.dtype)
+            for i in range(self.config.num_labels)
+        }
+        features_dict.update(labels_dict)
+        features = datasets.Features(features_dict)
 
         return datasets.DatasetInfo(
             # This is the description that will appear on the datasets page.
@@ -132,10 +135,15 @@ class NucleotideTransformerDownstreamTasks(datasets.GeneratorBasedBuilder):
                 sequence, name = str(record.seq), str(record.name)
                 labels = [float(label) for label in name.split("|")[1:]]
 
-                # yield example
-                yield key, {
+                sequence_name_dict = {
                     "sequence": sequence,
                     "name": name,
-                    "labels": labels,
                 }
+
+                labels_dict = {
+                    f"label_{i}": labels[i] for i in range(self.config.num_labels)
+                }
+                sequence_name_dict.update(labels_dict)
+                # yield example
+                yield key, sequence_name_dict
                 key += 1