stu1130 commented on a change in pull request #12572: Make Gluon download 
function to be atomic
URL: https://github.com/apache/incubator-mxnet/pull/12572#discussion_r218248701
 
 

 ##########
 File path: python/mxnet/gluon/utils.py
 ##########
 @@ -242,23 +277,34 @@ def download(url, path=None, overwrite=False, 
sha1_hash=None, retries=5, verify_
         dirname = os.path.dirname(os.path.abspath(os.path.expanduser(fname)))
         if not os.path.exists(dirname):
             os.makedirs(dirname)
-        while retries+1 > 0:
+        while retries + 1 > 0:
             # Disable pyling too broad Exception
             # pylint: disable=W0703
             try:
-                print('Downloading %s from %s...'%(fname, url))
+                print('Downloading {} from {}...'.format(fname, url))
                 r = requests.get(url, stream=True, verify=verify_ssl)
                 if r.status_code != 200:
-                    raise RuntimeError("Failed downloading url %s"%url)
-                with open(fname, 'wb') as f:
+                    raise RuntimeError('Failed downloading url {}'.format(url))
+                # create uuid for temporary files
+                random_uuid = str(uuid.uuid4())
+                with open('{}.{}'.format(fname, random_uuid), 'wb') as f:
+                    # create uuid for temporary files
                     for chunk in r.iter_content(chunk_size=1024):
                         if chunk: # filter out keep-alive new chunks
                             f.write(chunk)
+                # if the target file exists(created by other processes),
+                # delete the temporary file
+                if os.path.exists(fname):
+                    os.remove('{}.{}'.format(fname, random_uuid))
 
 Review comment:
   will add UserWarning and I checked the target file existence before starting 
downloading at line 280 

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