Create prepare.py

prepare.py

@@ -0,0 +1,37 @@
+import re
+from datasets import load_dataset, Dataset, DatasetDict
+
+
+def main():
+    for config in ['high', 'middle']:
+        datasets = load_dataset('ehovy/race', config)
+
+        _datasets = {}
+        for split in ['train', 'validation', 'test']:
+            data = []
+            for example in datasets[split]:
+                context = str(example['article'])
+                question = str(example['question'])
+                choices = example['options']
+                answer = example['answer']
+                answer_index = ord(answer) - ord('A')
+                data.append({
+                    'context': context.strip(), 
+                    'question': question.strip(), 
+                    'choices': choices, 
+                    'answer': answer.strip(), 
+                    'answer_index': answer_index
+                })
+            dataset = Dataset.from_list(data)
+            _datasets[split] = dataset
+
+        datasets = DatasetDict({
+            'train': _datasets['train'], 
+            'validation': _datasets['validation'], 
+            'test': _datasets['test'], 
+        })
+        datasets.push_to_hub('extraordinarylab/race', config)
+
+
+if __name__ == '__main__':
+    main()