updated loader.

xscitldr_staging.py

@@ -115,13 +115,15 @@ class XSciTLDRStaging(datasets.GeneratorBasedBuilder):
         # 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]
-        data_dir = dl_manager.download_and_extract(urls)
+        data_path_train = dl_manager.download_and_extract(os.path.join(urls, "train.jsonl"))
+        data_path_test = dl_manager.download_and_extract(os.path.join(urls, "test.jsonl"))
+        data_path_dev = dl_manager.download_and_extract(os.path.join(urls, "dev.jsonl"))
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filedir": os.path.join(data_dir, "train.jsonl"),
+                    "filedir": data_path_train,
                     "split": "train",
                 },
             ),
@@ -129,7 +131,7 @@ class XSciTLDRStaging(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TEST,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filedir": os.path.join(data_dir, "test.jsonl"),
+                    "filedir": data_path_test,
                     "split": "test"
                 },
             ),
@@ -137,7 +139,7 @@ class XSciTLDRStaging(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.VALIDATION,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filedir": os.path.join(data_dir, "dev.jsonl"),
+                    "filedir": data_path_dev,
                     "split": "dev",
                 },
             ),