Upload create_dataset.py

create_dataset.py

@@ -0,0 +1,33 @@
+from datasets import load_dataset
+import os
+import sys
+import json
+os.chdir(sys.path[0])
+
+with open('CR_TEST.json', 'r') as f:
+    jsonfile_test = json.load(f)
+
+
+def main(jsonfile, split):
+    writefile = f"{split}.jsonl"
+    with open(writefile, 'a') as f:
+        for dict in jsonfile:
+            if dict['label'] == 'negative':
+                label = 0
+            elif dict['label'] == 'positive':
+                label = 1
+            json_dict = {'text': dict['text'],
+                        'label': label,
+                        'label_text': dict['label']} 
+
+            f.write(json.dumps(json_dict)+'\n')
+
+if __name__ == "__main__":
+    with open('CR_Test.json', 'r') as f:
+        jsonfile_test = json.load(f)
+    with open('CR_Train.json', 'r') as f:
+        jsonfile_train = json.load(f)
+    main(jsonfile=jsonfile_test, split='test')
+    main(jsonfile=jsonfile_train, split='train')
+    
+    print("Job's done!")