tensorflow / tensorflow/datasets

Connection Error when using wmt19_translate/zh-en dataset

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bug
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Python
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Description

Short description
Encounter connection error when downloading wmt19_translate/zh-en dataset.

Environment information

  • Operating System: Colab
  • Python version: Python 3.6.7
  • tf-nightly-gpu-2.0-preview version: 2.0.0-dev20190514

Reproduction instructions

!pip install tf-nightly-gpu-2.0-preview
import tensorflow_datasets as tfds
import tensorflow as tf

examples, metadata = tfds.load("wmt19_translate/zh-en", 
                               with_info=True, 
                               as_supervised=True,
                               data_dir="wmt"
                              )

Link to logs

image

Downloading and preparing dataset wmt19_translate (2.04 GiB) to wmt/wmt19_translate/zh-en/0.0.2...
Dl Completed...
4/|/ 40% 4/10 [01:33<00:59, 9.97s/ url]
Dl Size...
1404/|/100% 1404/1404 [01:33<00:00, 46.68 MiB/s]
Extraction completed...
4/|/100% 4/4 [01:33<00:00, 27.15s/ file]

---------------------------------------------------------------------------
TimeoutError                              Traceback (most recent call last)
/usr/lib/python3.6/urllib/request.py in ftp_open(self, req)
   1533         try:
-> 1534             fw = self.connect_ftp(user, passwd, host, port, dirs, req.timeout)
   1535             type = file and 'I' or 'D'

42 frames
TimeoutError: [Errno 110] Connection timed out

During handling of the above exception, another exception occurred:

URLError                                  Traceback (most recent call last)
/usr/lib/python3.6/socket.py in create_connection(address, timeout, source_address)
    711             if source_address:
    712                 sock.bind(source_address)
--> 713             sock.connect(sa)
    714             # Break explicitly a reference cycle
    715             err = None

URLError: <urlopen error ftp error: TimeoutError(110, 'Connection timed out')>

Expected behavior
Complete downloading dataset without error.

Contributor guide

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First steps

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  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by running the provided Colab reproduction with tfds.load("wmt19_translate/zh-en") and review the reported FTP timeout after extraction. Trace the dataset download path to determine whether the failure is reproducible and identify a verified way for the dataset to complete downloading without the connection error.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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