Update wiki_toxic.py

wiki_toxic.py

@@ -34,6 +34,8 @@ _HOMEPAGE = "https://www.kaggle.com/competitions/jigsaw-toxic-comment-classifica
 # TODO: Add the licence for the dataset here if you can find it
 _LICENSE = ""
 
+_URL = "https://huggingface.co/datasets/OxAISH-AL-LLM/wiki_toxic/resolve/main/"
+
 
 # TODO: Name of the dataset usually match the script name with CamelCase instead of snake_case
 class WikiToxic(datasets.GeneratorBasedBuilder):
@@ -70,12 +72,13 @@ class WikiToxic(datasets.GeneratorBasedBuilder):
         )
 
     def _split_generators(self, dl_manager):
+        data_dir = dl_manager.download_and_extract(_URL)
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": "train.csv",
+                    "filepath": os.path.join(data_dir, "train.csv"),
                     "split": "train",
                 },
             ),
@@ -83,7 +86,7 @@ class WikiToxic(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.VALIDATION,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": "validation.csv",
+                    "filepath": os.path.join(data_dir, "validation.csv"),
                     "split": "validation",
                 },
             ),
@@ -91,7 +94,7 @@ class WikiToxic(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TEST,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": "test.csv",
+                    "filepath": os.path.join(data_dir, "test.csv"),
                     "split": "test"
                 },
             ),
@@ -99,7 +102,7 @@ class WikiToxic(datasets.GeneratorBasedBuilder):
                 name="balanced_train",
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": "balanced_train.csv",
+                    "filepath": os.path.join(data_dir, "balanced_train.csv"),
                     "split": "balanced_train"
                 },
             ),