HTTP Error 301

[yepw]

Short description
Error when loading dataset "berkeley_autolab_ur5". I didn't run it on Colab but tried to download the dataset locally. I tried to disable GCS following the comments here

Environment information

• Operating System: Ubuntu 20.04

• Python version: 3.11.8

• tensorflow-datasets/tfds-nightly version: 4.9.4+nightly

• tensorflow/tf-nightly version: 2.17.0-dev20240409

• Does the issue still exists with the last tfds-nightly package (pip install --upgrade tfds-nightly) ? Yes

Reproduction instructions

import tensorflow_datasets as tfds
tfds.core.utils.gcs_utils._is_gcs_disabled = True
import os
os.environ['NO_GCE_CHECK'] = 'true'
tfds = tfds.load('berkeley_autolab_ur5')

Link to logs

2024-04-10 12:13:41.581284: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-04-10 12:13:41.581593: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.
2024-04-10 12:13:41.583676: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.
2024-04-10 12:13:41.610749: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-04-10 12:13:42.168805: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-04-10 12:13:42.461787: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:13:44.161517: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:13:46.965011: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:13:51.745913: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:13:59.867438: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:14:16.302598: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:14:49.168077: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:15:22.071999: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:15:54.555505: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:16:26.999251: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
2024-04-10 12:16:59.968858: I external/local_tsl/tsl/platform/cloud/google_auth_provider.cc:180] Attempting an empty bearer token since no token was retrieved from files, and GCE metadata check was skipped.
Traceback (most recent call last):
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/utils/py_utils.py", line 436, in try_reraise
    yield
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/load.py", line 222, in builder
    return cls(**builder_kwargs)  # pytype: disable=not-instantiable
           ^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/logging/__init__.py", line 288, in decorator
    return function(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/dataset_builder.py", line 1370, in __init__
    super().__init__(**kwargs)
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/logging/__init__.py", line 288, in decorator
    return function(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/dataset_builder.py", line 287, in __init__
    self.info.initialize_from_bucket()
    ^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/logging/__init__.py", line 168, in __call__
    return function(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/dataset_builder.py", line 482, in info
    info = self._info()
           ^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/robotics/dataset_importer_builder.py", line 82, in _info
    features = self.get_ds_builder().info.features
               ^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/robotics/dataset_importer_builder.py", line 149, in get_ds_builder
    ds_builder = tfds.builder_from_directory(ds_location)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/read_only_builder.py", line 150, in builder_from_directory
    return ReadOnlyBuilder(builder_dir=builder_dir)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/logging/__init__.py", line 288, in decorator
    return function(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/read_only_builder.py", line 66, in __init__
    info_proto = dataset_info.read_proto_from_builder_dir(builder_dir)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/dataset_info.py", line 1059, in read_proto_from_builder_dir
    return read_from_json(info_path)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/dataset_info.py", line 1035, in read_from_json
    json_str = epath.Path(path).read_text()
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/etils/epath/abstract_path.py", line 157, in read_text
    return f.read()
           ^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow/python/lib/io/file_io.py", line 118, in read
    length = self.size() - self.tell()
             ^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow/python/lib/io/file_io.py", line 96, in size
    return stat(self.__name).length
           ^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow/python/lib/io/file_io.py", line 908, in stat
    return stat_v2(filename)
           ^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow/python/lib/io/file_io.py", line 924, in stat_v2
    return _pywrap_file_io.Stat(compat.path_to_str(path))
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
tensorflow.python.framework.errors_impl.AbortedError: All 10 retry attempts failed. The last failure: Error executing an HTTP request: HTTP response code 301 with body '<HTML><HEAD><meta http-equiv="content-type" content="text/html;charset=utf-8">
<TITLE>301 Moved</TITLE></HEAD><BODY>
<H1>301 Moved</H1>
The document has moved
<A HREF="https://www.googleapis.com/storage/v1/b/gresearch/o/robotics%2Fberkeley_autolab_ur5%2F0.1.0%2Fdataset_info.json?fields=size%2Cgeneration%2Cupdated">here</A>.
</BODY></HTML>
'
	 when reading metadata of gs://gresearch/robotics/berkeley_autolab_ur5/0.1.0/dataset_info.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/logging/__init__.py", line 168, in __call__
    return function(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/load.py", line 643, in load
    dbuilder = _fetch_builder(
               ^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/load.py", line 498, in _fetch_builder
    return builder(name, data_dir=data_dir, try_gcs=try_gcs, **builder_kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/contextlib.py", line 81, in inner
    return func(*args, **kwds)
           ^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/logging/__init__.py", line 168, in __call__
    return function(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/load.py", line 219, in builder
    with py_utils.try_reraise(
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/contextlib.py", line 158, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/utils/py_utils.py", line 438, in try_reraise
    reraise(e, *args, **kwargs)
  File "/home/yeping/anaconda3/envs/tf-n/lib/python3.11/site-packages/tensorflow_datasets/core/utils/py_utils.py", line 405, in reraise
    raise exception from e
RuntimeError: AbortedError: Failed to construct dataset "berkeley_autolab_ur5", builder_kwargs "{'data_dir': None}": All 10 retry attempts failed. The last failure: Error executing an HTTP request: HTTP response code 301 with body '<HTML><HEAD><meta http-equiv="content-type" content="text/html;charset=utf-8">
<TITLE>301 Moved</TITLE></HEAD><BODY>
<H1>301 Moved</H1>
The document has moved
<A HREF="https://www.googleapis.com/storage/v1/b/gresearch/o/robotics%2Fberkeley_autolab_ur5%2F0.1.0%2Fdataset_info.json?fields=size%2Cgeneration%2Cupdated">here</A>.
</BODY></HTML>
'
	 when reading metadata of gs://gresearch/robotics/berkeley_autolab_ur5/0.1.0/dataset_info.json

Expected behavior
It starts downloading the dataset.

[marcenacp]

It seems you cannot disable GCS for this dataset as it downloads all files from the buckets (source). Can you download the dataset from GCS and build it using Beam?

[lgeiger]

I am running into the same issue with the latest TF nightly but this seems unrelated to TFDS. I opened an issue for this on upstream TF tensorflow/tensorflow#69789

@marcenacp Could you have a look at the upstream issue and forward it to the relevant TF team?