eric-haibin-lin commented on a change in pull request #17372: [BUGFIX] fix 
model zoo parallel download
URL: https://github.com/apache/incubator-mxnet/pull/17372#discussion_r370283042
 
 

 ##########
 File path: python/mxnet/gluon/model_zoo/model_store.py
 ##########
 @@ -103,16 +105,19 @@ def get_model_file(name, 
root=os.path.join(base.data_dir(), 'models')):
 
     util.makedirs(root)
 
-    zip_file_path = os.path.join(root, file_name+'.zip')
     repo_url = os.environ.get('MXNET_GLUON_REPO', apache_repo_url)
     if repo_url[-1] != '/':
         repo_url = repo_url + '/'
-    download(_url_format.format(repo_url=repo_url, file_name=file_name),
-             path=zip_file_path,
-             overwrite=True)
-    with zipfile.ZipFile(zip_file_path) as zf:
-        zf.extractall(root)
-    os.remove(zip_file_path)
+
+    with tempfile.NamedTemporaryFile(dir=root) as zip_file:
+        download(_url_format.format(repo_url=repo_url, file_name=file_name),
+                 path=zip_file.name, overwrite=True, inplace=True)
 
 Review comment:
   Thanks for the comment! That makes me think NamedTemporaryFile and 
TemporaryFile are quite restricted. I have to modify other functions that uses 
this file so that they operate on the open file object itself. For now I'll 
fallback to the previous method where the file is explicitly cleaned up. 

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