Update loading script

senti_lex.py

@@ -41,7 +41,8 @@ _HOMEPAGE = "https://sites.google.com/site/datascienceslab/projects/multilingual
 
 _LICENSE = "GNU General Public License v3"
 
-_URLs = "https://www.kaggle.com/rtatman/sentiment-lexicons-for-81-languages"
+# Origin data from: "https://www.kaggle.com/rtatman/sentiment-lexicons-for-81-languages"
+_URL = "data.zip"
 
 LANGS = [
     "af",
@@ -135,17 +136,6 @@ class SentiLex(datasets.GeneratorBasedBuilder):
 
     VERSION = datasets.Version("1.1.0")
 
-    @property
-    def manual_download_instructions(self):
-        return """\
-  You should download the dataset from https://www.kaggle.com/rtatman/sentiment-lexicons-for-81-languages
-  The webpage requires registration.
-  After downloading, please put the files in a dir of your choice,
-  which will be used as a manual_dir, e.g. `~/.manual_dirs/senti_lex`
-  SentiLex can then be loaded via:
-  `datasets.load_dataset("newsroom", data_dir="~/.manual_dirs/senti_lex")`.
-  """
-
     BUILDER_CONFIGS = [
         datasets.BuilderConfig(
             name=i,
@@ -180,11 +170,7 @@ class SentiLex(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         """Returns SplitGenerators."""
-        data_dir = os.path.abspath(os.path.expanduser(dl_manager.manual_dir))
-        if not os.path.exists(data_dir):
-            raise FileNotFoundError(
-                f"{data_dir} does not exist. Make sure you insert a manual dir via `datasets.load_dataset('newsroom', data_dir=...)` that includes files unzipped from the reclor zip. Manual download instructions: {self.manual_download_instructions}"
-            )
+        data_dir = dl_manager.download_and_extract(_URL)
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,