Upload page_blocks.py

page_blocks.py

@@ -91,7 +91,6 @@ class PageBlocks(datasets.GeneratorBasedBuilder):
     
     def _generate_examples(self, filepath: str):
         data = pandas.read_csv(filepath)
-        print("preprocessing...\n\n\n\n\n")
         data = self.preprocess(data)
 
         for row_id, row in data.iterrows():
@@ -102,21 +101,14 @@ class PageBlocks(datasets.GeneratorBasedBuilder):
     def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
         if self.config.name == "page_blocks_binary":
             data["number_of_transitions"] = data["number_of_transitions"].apply(lambda x: 1 if x > 1 else 0)
-            print("mapped\n\n\n\n")
             data = data.rename(columns={"number_of_transitions": "has_multiple_transitions"})
-            print("renamed\n\n\n\n")
 
-        print("encoding\n\n\n\n")
         for feature in _ENCODING_DICS:
             encoding_function = partial(self.encode, feature)
-            print("\tencoding...\n\n\n\n")
             data.loc[:, feature] = data[feature].apply(encoding_function)
         
         data = data.reset_index()
         data.drop("index", axis="columns", inplace=True)
-        print("encoded\n\n\n\n")
-        print(list(features_types_per_config[self.config.name].keys()))
-        print(data.head())
                 
         return data[list(features_types_per_config[self.config.name].keys())]