json to jsonl

train_val_test_split.py

@@ -35,10 +35,29 @@ def save_json(data, path):
         None
 
     """
-    
+        
     json.dump(data, open(path, 'w+', encoding='utf-8'))
 
 
+def save_jsonl(data, path):
+    """ Save data as a json file where each line is a dictionary
+
+    Args:
+        data (:obj:`list`): Data to store as json.
+        path (:obj:`str`): Path where data will be stored.
+
+    Returns:
+        None
+
+    """
+    
+
+    with open(path, 'w+', encoding='utf-8') as f:
+        for sample_dict in data:
+            f.write(json.dumps(sample_dict))
+            f.write('\n')
+
+
 def get_types(xml):
     """ Extract the different transformation types.
 
@@ -300,28 +319,28 @@ def split(args):
     if args.split_criteria == 'random':
         train, val, test = random_split(pairs, args.training_ratio)
         os.makedirs(f'{args.out_dir}/{version}/random_split/', exist_ok=True)
-        save_json(train, f'{args.out_dir}/{version}/random_split/train.json')
-        save_json(val, f'{args.out_dir}/{version}/random_split/val.json')
-        save_json(test, f'{args.out_dir}/{version}/random_split/test.json')
+        save_jsonl(train, f'{args.out_dir}/{version}/random_split/train.jsonl')
+        save_jsonl(val, f'{args.out_dir}/{version}/random_split/val.jsonl')
+        save_jsonl(test, f'{args.out_dir}/{version}/random_split/test.jsonl')
 
     elif args.split_criteria == 'transformations':
         seen_transformations_train, seen_transformations_val, seen_transformations_test, unseen_transformations_test = challenge_seen_unseen_transformation_split(pairs_by_transformation, args.training_ratio)
         
         os.makedirs(f'{args.out_dir}/{version}/transformations_split/', exist_ok=True)
-        save_json(seen_transformations_train, f'{args.out_dir}/{version}/transformations_split/train.json')
-        save_json(seen_transformations_val, f'{args.out_dir}/{version}/transformations_split/val.json')
-        save_json(seen_transformations_test, f'{args.out_dir}/{version}/transformations_split/seen_transformations_test.json')
-        save_json(unseen_transformations_test, f'{args.out_dir}/{version}/transformations_split/unseen_transformations_test.json')
+        save_jsonl(seen_transformations_train, f'{args.out_dir}/{version}/transformations_split/train.jsonl')
+        save_jsonl(seen_transformations_val, f'{args.out_dir}/{version}/transformations_split/val.jsonl')
+        save_jsonl(seen_transformations_test, f'{args.out_dir}/{version}/transformations_split/seen_transformations_test.jsonl')
+        save_jsonl(unseen_transformations_test, f'{args.out_dir}/{version}/transformations_split/unseen_transformations_test.jsonl')
 
     elif args.split_criteria == 'source_dataset':
         
         itwiki_train, itwiki_val, itwiki_test, tn_test = challenge_seen_unseen_source_dataset_split(pairs_by_source_dataset, args.training_ratio)
         
         os.makedirs(f'{args.out_dir}/{version}/source_dataset_split/', exist_ok=True)
-        save_json(itwiki_train, f'{args.out_dir}/{version}/source_dataset_split/itwiki_train.json')
-        save_json(itwiki_val, f'{args.out_dir}/{version}/source_dataset_split/itwiki_val.json')
-        save_json(itwiki_test, f'{args.out_dir}/{version}/source_dataset_split/itwiki_test.json')
-        save_json(tn_test, f'{args.out_dir}/{version}/source_dataset_split/tn_test.json')
+        save_jsonl(itwiki_train, f'{args.out_dir}/{version}/source_dataset_split/itwiki_train.jsonl')
+        save_jsonl(itwiki_val, f'{args.out_dir}/{version}/source_dataset_split/itwiki_val.jsonl')
+        save_jsonl(itwiki_test, f'{args.out_dir}/{version}/source_dataset_split/itwiki_test.jsonl')
+        save_jsonl(tn_test, f'{args.out_dir}/{version}/source_dataset_split/tn_test.jsonl')