Error downloading dataset on AWS due to timeout
#17
by
skeering
- opened
Hi I am running this code on an AWS EC2 instance (with enough disk space - 3T)
from datasets import load_dataset
raw_datasets = load_dataset("cerebras/SlimPajama-627B")
raw_datasets.cache_files
raw_datasets.save_to_disk("my-arrow-datasets")
And getting a timeout error when downloading, does anyone know how to fix it? Thank you!
Downloading data: 0%| | 0/59166 [00:00<?, ?files/s]
Downloading data: 0%| | 1/59166 [18:48<18553:01:59, 1128.89s/files]
Downloading data: 0%| | 3/59166 [18:49<4810:47:34, 292.73s/files]
Downloading data: 0%| | 8/59166 [18:50<1324:03:07, 80.57s/files]
Downloading data: 4%|▎ | 2201/59166 [18:51<8:07:53, 1.95files/s]
Traceback (most recent call last):
File "/home/ubuntu/scripts/llm_env/lib/python3.10/site-packages/urllib3/connectionpool.py", line 536, in _make_request
response = conn.getresponse()
File "/home/ubuntu/scripts/llm_env/lib/python3.10/site-packages/urllib3/connection.py", line 464, in getresponse
httplib_response = super().getresponse()
File "/opt/conda/lib/python3.10/http/client.py", line 1374, in getresponse
response.begin()
File "/opt/conda/lib/python3.10/http/client.py", line 318, in begin
version, status, reason = self._read_status()
File "/opt/conda/lib/python3.10/http/client.py", line 279, in _read_status
line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
File "/opt/conda/lib/python3.10/socket.py", line 705, in readinto
return self._sock.recv_into(b)
File "/opt/conda/lib/python3.10/ssl.py", line 1274, in recv_into
return self.read(nbytes, buffer)
File "/opt/conda/lib/python3.10/ssl.py", line 1130, in read
return self._sslobj.read(len, buffer)
TimeoutError: The read operation timed out
The above exception was the direct cause of the following exception:
... (skipping some error message for the sake of conciseness)
return super().send(request, *args, **kwargs)
File "/home/ubuntu/scripts/llm_env/lib/python3.10/site-packages/requests/adapters.py", line 713, in send
raise ReadTimeout(e, request=request)
requests.exceptions.ReadTimeout: (ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: e>