AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation
Paper • 2212.08841 • Published
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Cannot get the split names for the config 'default' of the dataset.
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
for split_generator in builder._split_generators(
~~~~~~~~~~~~~~~~~~~~~~~~~^
StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 85, in _split_generators
extracted_data_files = dl_manager.extract(base_data_files)
File "/usr/local/lib/python3.14/site-packages/datasets/download/streaming_download_manager.py", line 121, in extract
urlpaths = map_nested(self._extract, url_or_urls, map_tuple=True)
File "/usr/local/lib/python3.14/site-packages/datasets/utils/py_utils.py", line 503, in map_nested
map_nested(
~~~~~~~~~~^
function=function,
^^^^^^^^^^^^^^^^^^
...<5 lines>...
types=types,
^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/utils/py_utils.py", line 520, in map_nested
_single_map_nested((function, obj, batched, batch_size, types, None, True, None))
~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/utils/py_utils.py", line 381, in _single_map_nested
return function(data_struct)
File "/usr/local/lib/python3.14/site-packages/datasets/download/streaming_download_manager.py", line 131, in _extract
raise NotImplementedError(
...<7 lines>...
)
NotImplementedError: Extraction protocol for TAR archives like 'hf://datasets/memray/AugTriever-AugQ-CC@d3b600000def952a3a13f051a70f512e6857f467/PileCC-uqg_pilecc_uqg-shard0.jsonl.tar' is not implemented in streaming mode. Please use `dl_manager.iter_archive` instead.
Example usage:
url = dl_manager.download(url)
tar_archive_iterator = dl_manager.iter_archive(url)
for filename, file in tar_archive_iterator:
...
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 66, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
~~~~~~~~~~~~~~~~~~~~~~~^
path=dataset,
^^^^^^^^^^^^^
config_name=config,
^^^^^^^^^^^^^^^^^^^
token=hf_token,
^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
path,
...<6 lines>...
**config_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
AugQ-CC is an unsupervised augmented dataset for training retrievers used in AugTriever: Unsupervised Dense Retrieval by Scalable Data Augmentation.
It consists of 52.4M pseudo query-document pairs based on Pile-CommonCrawl.
@article{meng2022augtriever,
title={AugTriever: Unsupervised Dense Retrieval by Scalable Data
Augmentation},
author={Meng, Rui and Liu, Ye and Yavuz, Semih and Agarwal, Divyansh and Tu, Lifu and Yu, Ning and Zhang, Jianguo and Bhat, Meghana and Zhou, Yingbo},
journal={arXiv preprint arXiv:2212.08841},
year={2022}
}
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