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Missing or faulty files?

#10
by g8a9 - opened

Hi there, I've been working with several past versions of the dataset (13, 14, and 15, mainly), but this error seems new.
As per the title, when loading some specific <language,splits>, some files seem to be missing/faulty/get partially downloaded -- this is happening both in single process or multiprocessing download.

I've already tried to force redownload it or clean the cache completely and download it again.

This is happening when calling load_dataset("mozilla-foundation/common_voice_16_0", "de", split="train"):

Traceback (most recent call last):
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/shutil.py", line 805, in move
    os.rename(src, real_dst)
FileNotFoundError: [Errno 2] No such file or directory: '/data/milanlp/huggingface/datasets/downloads/26fc15630ea70d41da488911341cff4ef02f3fc12ae1116dc5119047593745e3.incomplete' -> '/data/milanlp/huggingface/datasets/downloads/26fc15630ea70d41da488911341cff4ef02f3fc12ae1116dc5119047593745e3'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/multiprocessing/pool.py", line 125, in worker
    result = (True, func(*args, **kwds))
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/multiprocessing/pool.py", line 48, in mapstar
    return list(map(*args))
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/py_utils.py", line 387, in _single_map_nested
    mapped = [_single_map_nested((function, v, types, None, True, None)) for v in pbar]
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/py_utils.py", line 387, in <listcomp>
    mapped = [_single_map_nested((function, v, types, None, True, None)) for v in pbar]
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/py_utils.py", line 387, in _single_map_nested
    mapped = [_single_map_nested((function, v, types, None, True, None)) for v in pbar]
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/py_utils.py", line 387, in <listcomp>
    mapped = [_single_map_nested((function, v, types, None, True, None)) for v in pbar]
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/py_utils.py", line 370, in _single_map_nested
    return function(data_struct)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/download/download_manager.py", line 451, in _download
    out = cached_path(url_or_filename, download_config=download_config)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/file_utils.py", line 188, in cached_path
    output_path = get_from_cache(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/file_utils.py", line 630, in get_from_cache
    shutil.move(temp_file.name, cache_path)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/shutil.py", line 825, in move
    copy_function(src, real_dst)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/shutil.py", line 434, in copy2
    copyfile(src, dst, follow_symlinks=follow_symlinks)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/shutil.py", line 254, in copyfile
    with open(src, 'rb') as fsrc:
FileNotFoundError: [Errno 2] No such file or directory: '/data/milanlp/huggingface/datasets/downloads/26fc15630ea70d41da488911341cff4ef02f3fc12ae1116dc5119047593745e3.incomplete'
"""

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

Traceback (most recent call last):
  File "/home/AttanasioG/interim-asr-performance-gap/src/transcribe_dataset.py", line 227, in <module>
    fire.Fire(main)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/fire/core.py", line 141, in Fire
    component_trace = _Fire(component, args, parsed_flag_args, context, name)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/fire/core.py", line 475, in _Fire
    component, remaining_args = _CallAndUpdateTrace(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/fire/core.py", line 691, in _CallAndUpdateTrace
    component = fn(*varargs, **kwargs)
  File "/home/AttanasioG/interim-asr-performance-gap/src/transcribe_dataset.py", line 156, in main
    data = load_dataset(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/load.py", line 2545, in load_dataset
    builder_instance.download_and_prepare(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/builder.py", line 1003, in download_and_prepare
    self._download_and_prepare(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/builder.py", line 1765, in _download_and_prepare
    super()._download_and_prepare(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/builder.py", line 1076, in _download_and_prepare
    split_generators = self._split_generators(dl_manager, **split_generators_kwargs)
  File "/home/AttanasioG/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_16_0/3076bf9caad479bbd4fa71669eac459841567c9efac7e647db5ae1ef78abe82a/common_voice_16_0.py", line 145, in _split_generators
    archive_paths = dl_manager.download(audio_urls)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/download/download_manager.py", line 426, in download
    downloaded_path_or_paths = map_nested(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/py_utils.py", line 477, in map_nested
    mapped = parallel_map(function, iterable, num_proc, types, disable_tqdm, desc, _single_map_nested)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/utils/experimental.py", line 40, in _inner_fn
    return fn(*args, **kwargs)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/parallel/parallel.py", line 34, in parallel_map
    return _map_with_multiprocessing_pool(
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/site-packages/datasets/parallel/parallel.py", line 65, in _map_with_multiprocessing_pool
    mapped = pool.map(single_map_nested_func, split_kwds)
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/multiprocessing/pool.py", line 364, in map
    return self._map_async(func, iterable, mapstar, chunksize).get()
  File "/home/AttanasioG/.conda/envs/py310/lib/python3.10/multiprocessing/pool.py", line 771, in get
    raise self._value
FileNotFoundError: [Errno 2] No such file or directory: '/data/milanlp/huggingface/datasets/downloads/26fc15630ea70d41da488911341cff4ef02f3fc12ae1116dc5119047593745e3.incomplete'

Do you know what could be the issue?

If it can help, I've tried to download the dataset from the official Mozilla CV website and I still fail to load some of the mp3 files, e.g.,

soundfile.LibsndfileError: Error opening <_io.BufferedReader name='/data/milanlp/attanasiog/fair_asr/cv-corpus-16.0-2023-12-06/de/clips/common_voice_de_26314714.mp3
Mozilla Foundation org

Hi @g8a9 - Looking into this now! Sorry for the issue, it appears that there is a faulty file. I'll group with CV folks to see what's the best course of action here.

Hi @reach-vb sir, I want to work on this issue to solve this will you please let me know the process how can I contribute?

The Common Voice team has solved this issue and re-exported the data as version 16.1. Maybe the hugging face team can start importing the 16.1 here?

The Common Voice team has solved this issue and re-exported the data as version 16.1. Maybe the hugging face team can start importing the 16.1 here?

Gently pinging @reach-vb here :)

Anyone knows if this is only happening with the "de"language?
Or it can potentially be happening to more languages?

Anyone knows if this is only happening with the "de"language?
Or it can potentially be happening to more languages?

I find same error in 'zh-CN' language

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