Upload integrate_data.py with huggingface_hub
Browse files- integrate_data.py +44 -0
integrate_data.py
ADDED
|
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
train_path = ['/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/boringmeme_align_multihead',
|
| 2 |
+
'/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/boringmeme_cross_multihead',
|
| 3 |
+
'/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/irrelevantmeme_align_multihead',
|
| 4 |
+
'/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/irrelevantmeme_cross_multihead',
|
| 5 |
+
'/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/lowperformancememe_align_multihead',
|
| 6 |
+
'/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/lowperformancememe_cross_multihead',
|
| 7 |
+
'/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/text_replaced_align_multihead',
|
| 8 |
+
'/fs-computility/niuyazhe/lixueyan/meme/dataset-meme-rewardmodel/text_replaced_cross_multihead',
|
| 9 |
+
]
|
| 10 |
+
|
| 11 |
+
# open all the train_path, find the jsonl file end with train.jsonl, and put the dataset name into a jsonl called allmeme_multihead
|
| 12 |
+
|
| 13 |
+
import os
|
| 14 |
+
import json
|
| 15 |
+
|
| 16 |
+
train_data_path = {}
|
| 17 |
+
test_data_path = {}
|
| 18 |
+
|
| 19 |
+
for path in train_path:
|
| 20 |
+
for file in os.listdir(path):
|
| 21 |
+
if file.endswith('train.jsonl'):
|
| 22 |
+
# read the jsonl
|
| 23 |
+
with open(os.path.join(path, file), 'r') as f:
|
| 24 |
+
for line in f:
|
| 25 |
+
data = json.loads(line)
|
| 26 |
+
key = list(data.keys())[0]
|
| 27 |
+
train_data_path[key] = data[key]
|
| 28 |
+
|
| 29 |
+
if file.endswith('test.jsonl'):
|
| 30 |
+
# read the jsonl
|
| 31 |
+
with open(os.path.join(path, file), 'r') as f:
|
| 32 |
+
for line in f:
|
| 33 |
+
data = json.loads(line)
|
| 34 |
+
key = list(data.keys())[0]
|
| 35 |
+
test_data_path[key] = data[key]
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
# write the train_data_path into a jsonl file
|
| 39 |
+
with open('allmeme_multihead/allmeme_multihead_train.jsonl', 'w') as f:
|
| 40 |
+
f.write(json.dumps(train_data_path) + '\n')
|
| 41 |
+
|
| 42 |
+
# write the test_data_path into a jsonl file
|
| 43 |
+
with open('allmeme_multihead/allmeme_multihead_test.jsonl', 'w') as f:
|
| 44 |
+
f.write(json.dumps(test_data_path) + '\n')
|