Datasets:
Upload dataset_setup.py
Browse filesThe script used to extract the zipped bundles to the right place
- dataset_setup.py +36 -0
dataset_setup.py
ADDED
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import subprocess
|
3 |
+
|
4 |
+
def extract_video_tasks():
|
5 |
+
root = os.path.join('video_tasks', 'frames')
|
6 |
+
all_bundles = list(filter(lambda x: '.tar.gz' in x, os.listdir(root)))
|
7 |
+
for task in ['cls', 'qa', 'ret', 'mret']:
|
8 |
+
print(f'Extracting {task} task ... ...')
|
9 |
+
output_dir = os.path.join(root, f'video_{task}')
|
10 |
+
os.makedirs(output_dir, exist_ok=True)
|
11 |
+
bundles = sorted(list(filter(lambda x: task in x, all_bundles)))
|
12 |
+
bundles = [os.path.join(root, x) for x in bundles]
|
13 |
+
if len(bundles) > 1:
|
14 |
+
cat = subprocess.Popen(['cat'] + bundles, stdout=subprocess.PIPE)
|
15 |
+
cmd = ['tar', '-xzf', '-', '-C', output_dir]
|
16 |
+
tar = subprocess.Popen(cmd, stdin=cat.stdout)
|
17 |
+
tar.wait()
|
18 |
+
cat.stdout.close()
|
19 |
+
else:
|
20 |
+
assert len(bundles) == 1, f'Unexpected size'
|
21 |
+
tar = subprocess.run(['tar', '-xzfv', bundles[0], '-C', output_dir])
|
22 |
+
print('Extracting video tasks completed!')
|
23 |
+
|
24 |
+
def extract_image_tasks():
|
25 |
+
root = os.path.join('image_tasks')
|
26 |
+
for task in ['mmeb_v1', 'visdoc']:
|
27 |
+
print(f'Extracting {task} task ... ...')
|
28 |
+
subprocess.run(['tar', '-xzf', os.path.join(root, f'{task}.tar.gz'), '-C', root])
|
29 |
+
print('Extracting image tasks completed!')
|
30 |
+
|
31 |
+
def main():
|
32 |
+
extract_image_tasks()
|
33 |
+
extract_video_tasks()
|
34 |
+
|
35 |
+
if __name__ == '__main__':
|
36 |
+
main()
|