Update mc4-sampling.py

mc4-sampling.py

@@ -271,17 +271,15 @@ _N_SHARDS_PER_SPLIT = {
 class Mc4SamplingConfig(datasets.BuilderConfig):
     """BuilderConfig for mC4 Sampling."""
 
-    def __init__(self, *args, **kwargs):
+    def __init__(self, languages, *args, **kwargs):
         """BuilderConfig for mC4 Sampling.
         Args:
             languages (:obj:`List[str]`): list of languages to load
             **kwargs: keyword arguments forwarded to super.
         """
-        print(args, kwargs)
-        languages = kwargs.pop("languages", [])
         super().__init__(
             *args,
-            # name="+".join(languages),
+            name="+".join(languages),
             **kwargs,
         )
         self.languages = languages
@@ -290,11 +288,11 @@ class Mc4SamplingConfig(datasets.BuilderConfig):
 class Mc4Sampling(datasets.GeneratorBasedBuilder):
     """mC4 Sampling, a colossal, cleaned version of Common Crawl's web crawl corpus."""
 
-    BUILDER_CONFIGS = [Mc4SamplingConfig(config_kwargs={"languages": [lang]}) for lang in _LANGUAGES]
+    BUILDER_CONFIGS = [Mc4SamplingConfig(languages=[lang]) for lang in _LANGUAGES]
     BUILDER_CONFIG_CLASS = Mc4SamplingConfig
 
-    def __init__(self, *args, writer_batch_size=None, **kwargs):
-        self.data_files = kwargs.pop("data_files", {})
+    def __init__(self, *args, **kwargs):
+        self.data_files = kwargs.get("data_files", {})
         self.sampling_method = kwargs.pop("sampling_method", None)
         self.perplexity_model = kwargs.pop("perplexity_model", None)
         self.sampling_factor = kwargs.pop("sampling_factor", None)
@@ -322,11 +320,11 @@ class Mc4Sampling(datasets.GeneratorBasedBuilder):
                     self.should_keep_doc = self._should_keep_doc_gaussian
                 else:
                     self.should_keep_doc = self._should_keep_doc_step
-        init_kwargs = {
-            prop: kwargs.get(prop)
-            for prop in ("name", "version", "data_dir", "data_files", "description")
-        }
-        super().__init__(*args, writer_batch_size=writer_batch_size, **init_kwargs)
+        # init_kwargs = {
+        #     prop: kwargs.get(prop)
+        #     for prop in ("name", "version", "data_dir", "data_files", "description")
+        # }
+        super().__init__(*args, **kwargs)
 
     def get_perplexity(self, doc):
         doc_log_score, doc_length = 0, 0