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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ChunkedEncodingError
Message:      ('Connection broken: IncompleteRead(3717746 bytes read, 454593 more expected)', IncompleteRead(3717746 bytes read, 454593 more expected))
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/urllib3/response.py", line 779, in _error_catcher
                  yield
                File "/usr/local/lib/python3.12/site-packages/urllib3/response.py", line 925, in _raw_read
                  raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
              urllib3.exceptions.IncompleteRead: IncompleteRead(3717746 bytes read, 454593 more expected)
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/requests/models.py", line 820, in generate
                  yield from self.raw.stream(chunk_size, decode_content=True)
                File "/usr/local/lib/python3.12/site-packages/urllib3/response.py", line 1091, in stream
                  data = self.read(amt=amt, decode_content=decode_content)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/urllib3/response.py", line 1008, in read
                  data = self._raw_read(amt)
                         ^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/urllib3/response.py", line 903, in _raw_read
                  with self._error_catcher():
                       ^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/contextlib.py", line 158, in __exit__
                  self.gen.throw(value)
                File "/usr/local/lib/python3.12/site-packages/urllib3/response.py", line 803, in _error_catcher
                  raise ProtocolError(arg, e) from e
              urllib3.exceptions.ProtocolError: ('Connection broken: IncompleteRead(3717746 bytes read, 454593 more expected)', IncompleteRead(3717746 bytes read, 454593 more expected))
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 609, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 80, in _generate_tables
                  num_rows = _check_dataset_lengths(h5, self.info.features)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 349, in _check_dataset_lengths
                  first_path = _first_dataset(h5_obj, features)
                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 337, in _first_dataset
                  for path, dset in h5_obj.items():
                                    ^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/h5py/_hl/base.py", line 437, in __iter__
                  yield (key, self._mapping.get(key))
                              ^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/h5py/_hl/group.py", line 403, in get
                  return self[name]
                         ~~~~^^^^^^
                File "h5py/_objects.pyx", line 56, in h5py._objects.with_phil.wrapper
                File "h5py/_objects.pyx", line 57, in h5py._objects.with_phil.wrapper
                File "/usr/local/lib/python3.12/site-packages/h5py/_hl/group.py", line 360, in __getitem__
                  oid = h5o.open(self.id, self._e(name), lapl=self._lapl)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "h5py/_objects.pyx", line 56, in h5py._objects.with_phil.wrapper
                File "h5py/_objects.pyx", line 57, in h5py._objects.with_phil.wrapper
                File "h5py/h5o.pyx", line 257, in h5py.h5o.open
                File "h5py/h5fd.pyx", line 162, in h5py.h5fd.H5FD_fileobj_read
                File "/usr/local/lib/python3.12/site-packages/fsspec/spec.py", line 1856, in readinto
                  data = self.read(out.nbytes)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/utils/file_utils.py", line 844, in read_with_retries
                  out = read(*args, **kwargs)
                        ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 728, in track_read
                  out = f_read(*args, **kwargs)
                        ^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 1015, in read
                  return super().read(length)
                         ^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/fsspec/spec.py", line 1846, in read
                  out = self.cache._fetch(self.loc, self.loc + length)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/fsspec/caching.py", line 189, in _fetch
                  self.cache = self.fetcher(start, end)  # new block replaces old
                               ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 969, in _fetch_range
                  r = http_backoff(
                      ^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/utils/_http.py", line 310, in http_backoff
                  response = session.request(method=method, url=url, **kwargs)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/requests/sessions.py", line 589, in request
                  resp = self.send(prep, **send_kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/requests/sessions.py", line 724, in send
                  history = [resp for resp in gen]
                                              ^^^
                File "/usr/local/lib/python3.12/site-packages/requests/sessions.py", line 265, in resolve_redirects
                  resp = self.send(
                         ^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/requests/sessions.py", line 746, in send
                  r.content
                File "/usr/local/lib/python3.12/site-packages/requests/models.py", line 902, in content
                  self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/requests/models.py", line 822, in generate
                  raise ChunkedEncodingError(e)
              requests.exceptions.ChunkedEncodingError: ('Connection broken: IncompleteRead(3717746 bytes read, 454593 more expected)', IncompleteRead(3717746 bytes read, 454593 more expected))
              
              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/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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nodes
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End of preview.

Allen V1 Direct Raw Alignment Reproduction Assets

This dataset repo stores data assets used by https://github.com/aod321/allen-v1-direct-raw-alignment.

Contents:

  • brainsets_processed/allen_visual_coding_ophys_2016/*.h5: POYO/Brainsets preprocessed H5 files derived from Allen Visual Coding Ophys 2016.
  • natural_movie_one_frames.npy: Natural Movie One frame tensor used as the V1 visual input.
  • GLIF_network/: Billeh-pristine/Chen-style GLIF V1 network assets needed by the JAX V1 simulator.

This repo intentionally does not contain warm-started or final V1 checkpoints. The reproduction code trains those from the data assets.

HF repo id: inz/allen-v1-direct-raw-alignment-assets

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