Update nlprepl.py

nlprepl.py

@@ -96,7 +96,7 @@ _URLS = {
 class NLPrePLConfig(datasets.BuilderConfig):
     """BuilderConfig for NKJP1M"""
 
-    def __init__(self, tagset, extension, **kwargs):
+    def __init__(self, tagset: str, extension: str, **kwargs):
         """BuilderConfig forNKJP1M.
 
         Args:
@@ -109,7 +109,7 @@ class NLPrePLConfig(datasets.BuilderConfig):
 
 
 class NLPrePL(datasets.GeneratorBasedBuilder):
-    """NKJP1M dataset."""
+    """NLPrePL dataset generator."""
 
     BUILDER_CONFIGS = [
         NLPrePLConfig(
@@ -123,6 +123,7 @@ class NLPrePL(datasets.GeneratorBasedBuilder):
     ]
 
     def _info(self):
+        """Informative function about dataset features"""
         dataset, tagset, extension = self.config.name.split("-")
 
         return datasets.DatasetInfo(
@@ -145,12 +146,11 @@ class NLPrePL(datasets.GeneratorBasedBuilder):
                 }
             ),
             supervised_keys=None,
-            homepage="http://nkjp.pl/",
             citation=_CITATION,
         )
 
     def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
+        """Returns SplitGenerators for train, dev, and test splits."""
         dataset, tagset, extension = self.config.name.split("-")
         urls = _URLS[dataset][extension][tagset]
         downloaded_files = dl_manager.download_and_extract(urls)
@@ -166,9 +166,11 @@ class NLPrePL(datasets.GeneratorBasedBuilder):
                 gen_kwargs={"filepath": downloaded_files["test"]}),
         ]
 
-    def _generate_examples(self, filepath):
+    def _generate_examples(self, filepath: str):
+        """Function to generate example datapoints for the dataset."""
 
         def generate_misc_column(misc_content: dict):
+            """Helper function that creates proper formatting for MISC column from conllu file."""
             if misc_content is None:
                 return ""
             else: