Update parsinlu-multiple-choice.py

parsinlu-multiple-choice.py

@@ -1,15 +1,8 @@
-"""ParsiNLU Persian multiple choice task (Mostly copy-paste from https://huggingface.co/datasets/persiannlp/parsinlu_reading_comprehension/blob/main/parsinlu_reading_comprehension.py)"""
-
-
-from __future__ import absolute_import, division, print_function
-
 import json
-
 import datasets
+import os
 
 
-logger = datasets.logging.get_logger(__name__)
-
 _CITATION = """\
 @article{huggingface:dataset,
     title = {ParsiNLU: A Suite of Language Understanding Challenges for Persian},
@@ -43,14 +36,13 @@ class ParsinluMultipleChoice(datasets.GeneratorBasedBuilder):
 
     BUILDER_CONFIGS = [
         datasets.BuilderConfig(
-            name="parsinlu-repo", version=VERSION, description="ParsiNLU repository: multiple choice"
-        ),
-    ]
+            name="parsinlu-repo", version=VERSION, description="Here the task is to pick a correct answer among 3-5 given candidate answers"
+        ),]
 
     def _info(self):
         features = datasets.Features(
             {
-                "answer": datasets.Value("int64"),
+                "answer": datasets.Value("string"),
                 "candidates": datasets.features.Sequence(feature=datasets.Value(dtype='string', id=None), length=-1),
                 "category": datasets.Value("string"),
                 "question": datasets.Value("string"),
@@ -75,6 +67,7 @@ class ParsinluMultipleChoice(datasets.GeneratorBasedBuilder):
             citation=_CITATION,
         )
 
+
     def _split_generators(self, dl_manager):
         data_dir = dl_manager.download_and_extract(_URLs)
         return [
@@ -89,7 +82,9 @@ class ParsinluMultipleChoice(datasets.GeneratorBasedBuilder):
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,
                 # These kwargs will be passed to _generate_examples
-                gen_kwargs={"filepath": data_dir["test"], "split": "test"},
+                gen_kwargs={
+                    "filepath": data_dir["test"], 
+                    "split": "test"},
             ),
             datasets.SplitGenerator(
                 name=datasets.Split.VALIDATION,
@@ -101,9 +96,8 @@ class ParsinluMultipleChoice(datasets.GeneratorBasedBuilder):
             ),
         ]
 
-    def _generate_examples(self, filepath, split):
-        logger.info("generating examples from = %s", filepath)
 
+    def _generate_examples(self, filepath, split):
         def get_answer_index(passage, answer):
             return passage.index(answer) if answer in passage else -1