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"!�nM� � � � � � � � � � � 40G6* F�ewx�91e4. 69147`�63(2�%422� 4358T7,/��10U$��M8�2�%Խ!��1��:5�2�7�2 2409�,*�82�69Ѕ �86�605"x�+8Pa.�% 5081051��.�74"�W35 �2�709�j3�W7�.�%77d�%48�:�O�`656�%6202��1.7��82 3566+*/�63��!2ra7M:�� "�@g�.$38�jQ�����7`�.696n%2.9A�#&4.ς " 1.05� E.ra)97)�13rC�258 ;��7>jOM}�D.775�k*63�m.�M[���8:�%13*S>3M*2�7*��%<6eb492c7072f21cbϥL01957c087888f252d2d1F�%(9Sorry I�~�@xe�Mng�u,�Odelete..@wnks!��O !�Mrecen|�v$`cnn_dailyM`[Onow&O>=a�`7x eede@O�zit OYouUN R9`KvxN0``` pip inst�w-U"$N ��! Kare pa�~+Owr�"xyp w`c+�column`�xis�qL�wcall:]0python ais_dav = .LT("my_labeled_bbox", {" : Se��(Value(d�D="int64")), "label�": ClassLabel(names=["cat", "dog"])}) ``` > Hi! You are passing the wrong feature type to `cast_column`. This is the fixed call: > > ```python > ais_dataset = ais_dataset.cast_column("my_labeled_bbox", {"bbox": Sequence(Value(dtype="int64")), "label": Cl��>> ``` thanks+1same error in 2.16.1$@kongjiellx any luck with the issue?�I opened https://github.com/huggingface/datasets/pull/6632 to fix this issue. Once it's merged we'll do a new release of `datasets`Thanks @lhoestq !�The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/-��Rs/pr_6608). All of your documentation changes will be reflected on that endpoint. T��are available until 30 days after%x�last update.�$
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Show benchmarks PyArrow==8.0.0
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Can you also@w\e the error message prin�l�in step 5?TI did not store it at>�time but I'll try to re-do a mwe next week to y<gainX8haven't managed >produc�dis issue using a [notebook*o�^olab.research.google.com/drive/1m6eduYun7pFTkigrCJAFgw0BghlbvXIL?usp=sharing) that follows the !s>��4g. So, I'm clo�Lit. But feel free ;-open�if%��P a better reproducer.��,�6�(�~~You will see this error if the cache dir filepath contains relative `..` paths. Use `os.path.realpath(_CACHE_DIR)` before passing it to the `load_dataset` function.~~ Obj ["name"] ends with "/"� �׎Y��J�(�V�V>��^R�}��]_�}*~��a�R5 �U�����u_! ���T�|��N�QV��U�nr��!8�?�[T���IV��w� ����& �.˗����o}m�v,�#� ���� �(6o�}������N��������0}�*������]�����N����^-��6$�4�}���"���]�������ߊ��6�U� 0����< �����  �`�$�� 4��D �T`�d��t�� � �$�`� (��� ,��� 0� � 4�`� 7�B:��C>�DB ADF�DJ,�DN<ERLAEV\�EZl�E^|Fb�AFf��Fj��Fn�Gr�AGv܁Gz��G~�H � BH!��H"�,�H#�<I$�LBI%�\�I&�l�I'�|J(��BJ)���J*���J+��K,��BK-�܂K.���K/��L0� CL1��P� �� 0Ѐ@�PP�`��pЁ��#�P� '��� +�Ђ /�� 3�P� *܀� 9�=��A1EqI(�M8�QH1UXqYh�]x�a�1e�qi��m��q�1u�qy�}�� �2!�r"�(�#�8�$�H2 %�Xr &�h� '�x� (��2 )��r *��� +��� ,��2 -��r .�� /��� 0�3 1�s 2�(� 3�8� 4�H3 5�Xs 6�h� 7�x� 8�39�s:騳;���<��3=��s>��?���@ 4AtB )��A 5��CE$�DUd�Ee��Fu��G �$�H$�d�I(���Jq,���K0�$�L4�d�M8��N<���O@%�PDe�QH%��RL5��SPE%�TTUe�UXe��V\u��W`�%�Xd�e�Yh���Zl���[p�%�\t�e�]x��^|���_�&�`�f�a�%��b�5��c�E&�d�Uf6�a��f�q֙g���h��V�i����j��֚k���l��V�m�ᖛn��֛o��p�W�q�!��r�1לs�=]t�I7u�Ywv�e��v�u��w��'�x�g�y襧�z���{��'�|��g�}�-��~��\��`�H`��`� .�`�>a�.7�rVh�f��v������#�X��˝�b�*��b�.�c�2�Hc���x#�9�#�=��#�A 9$��i�H&��L.פ�OB�rRNIe��Yy%�Yj�%��u��r_���c�Y��g����k�٦�o���s�Y���݉g�z��g����'�� :(��z(��*�(��:�ܣ�F*餔Vj饘.����rک�������Z���������ڪ������Һ\��ފk����k��� l��Kl����r�*��r�6���.�����x,�6:(nشبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی0#6269 has been merged, so I'm closing this issueݐ����MS������}��=��ow���o����k�����w�3�����ޝo:��_�?��2��m�����u�qn�t{��S�;���}oo�N��:s�������;?��b|�٭����;�vk���������e��Z�� ��f����*��P����l��b�����j�����*��x��P�����_�R����������$
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Show benchmarks PyArrow==8.0.0
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Show benchmarks PyArrow==8.0.0
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. d ![](https://cml.dev/water���.png#213c72f52ae52b662f967d3218f66c70a3043048 "CML <�<") �@albertvillanova thanks for the review. As you prefer �Ogithub CI config. I just took it from @lhoestq's branch when testing hfh==0.14.0@ thin<@'s still relevant� next\ases. 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Show benchmarks PyArrow==6.0.0
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To skip the verification step that checks if newer data exist, you can enable offline mode with `HF_DATASETS_OFFLINE=1`. Although I agree this step should be much faster for datasets hosted on the HF Hub - we could just compare the commit hash from the local data and the remote git repository. We're not been leveraging !rgit coaes, sinc)��library was built before we even had Brep p,ies for each��XHF.XThanks @lhoestq,, memoelhen I recorded those times Ij`HF�` set.�A! Inst of a�@gle boolean, your�-functE/ho!�4return an iterE(of<s) in !/�*|mode like so: ```python train_A�set = 2.�� ( �=lambda eL: [image is not None%/ n '[""]], 6V �=True,J _size=10)� PS: YmmakAis opera%,.�by(ng directly!�!&arrow%� t}�decod0 part�6 with( ("]")�j%jt!�: 5JX.is_valid().to_pylist()�`!a2B.�!�)� q0 a lot!��-hit%csamA sue �(error messaE7n't+ lly clear!� what's go!�4wrong. 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E.g. `load_dataset("lhoestq/demo1",revision=None, streaming=�, �=" 0[:3]")` reten with>�: �uu")�(3 y( "Thank% !Tyour quick response! )�� � I think https://github.com/fsspec/universal_pathlib is the project you are looking for. `xPath` has the methods often used in dataset scripts, and `mkdir` is not one of them (`dl_manager`'s role is to "interact" with the file system, so using `mkdir` is discouraged).� ����~��T����&~����k�K�9o��#���{(��>�WP��&������1�{�,ߎ�?��v��w���n��u���� ���� x�ww�^��NۺUݫ�� R��]�i�2�WR������N����<������l}����������D����p�����N��^  �`�$�� 4��D �T`�`��pЁ��#�@ &��B *��B .�C 2�@C 6܀C:��C>�DB ADF�DJ,�DN<ERLAEV\�Eh�]x�a�1e�qi��m��q�1u��x��|����� �R�!� @"��#�8�$� �$�Tb�%�d��&�Љ'��@(����b�)����*����+��,��R�-����.��ҋ/��0�@1��L2(�2�4��3�D#�4�Tc�5�d�6l7�x� 8� �8�c�9褣�:���;��#�<��c�=���>����?$�@d!��B,� 9�CE$�DP�Ea��FqԑGRH"�DRI&��RJ*�K-��K0�$3�T�M7�:�O=��PA 5QE`�Q �J-�TSN=UTRMUUYuVYi�W]��W`�@Xb�EVYf��VZ��[m��\q�5]u�u^y�_}��`� �`�f�a�%��b�5��c�E&�d�Uf�e�e��f�u��g��&��V�i��Zj��k������l��V�m܆���n����o�'�W�q�!��r�1לs�A�t�QW�u�a@v�m�]w�}^x�0y��`�y���z�מ{�_|�0}�`�}���~�ן���@`�p &�� 2ؠ�B��LHa�X��f�!r@��!��(�$�h�(���,���0��3�@�6ވc�:��#�=��#�A 9$�Ey$�I*�$�4��PF)�TVi�Xf��\v��`�)�d�i�h��&k�f�n� g�r�Ig�vމg�z��g�~� h�:(��`衈&�袌6�(�i��NJi��^�i��n�i��駠� ����Z���������ڪ������ ���z+���+��� ���+��k��&���6���F+���Vk���f����v ���n��Kn�枋n���n���.���;/���{/�����/��/� <0�|0� + �� а�C���@q�_�q�o�q���1�!�<2�� ��'� @�*��r�.�2��,���\��܌s��3�=��3�A =4�E ��H���K3 @�N? �QK=5�U[}5�Yk�5�]{�5�a�=6�e�}6�i��6�m��6p�-7s�]��w㝷�{� �Ή��/,�60(eyou don't get an HTTP error code or something in your stack trace? Kinda hard to debug with this info� > Also, I'm not sure if it's a good idea to have this field in the YAML metadata - Transformers use this part of the card only for Hub-related stuff (widgets, tags, CO2 emission, etc.), and I think we should aim to do the same in Datasets. We could achieve this by having these kwargs in a special file (they can be seen as a faster way of defining a builder (builder script) that subclasses a packaged builder) and removing the dataset_info field (the only useful info there seem to be features and we can fetch those directly from a dataset script/Parquet files). Something like `config.json`? ```json { "data_dir": "data" "data_files": { "train": "train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*" } } ``` we could also support lists for several configs��D�#����Kϯn�n �u�\*��]�[_�﴾���6��p�����?�?����n��x��"  ��ϯ��*޾���?�:�d(1��~��E&�����������. ޿QWH����@��>��r���������Z�T����(/^ ��������L_The documentation is not available anymore as the PR was closed or merged._�$
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We can just handle empty datasets aside on filter method.� > `make style` runs the "style" target defined here: > > https://github.com/huggingface/datasets/blob/f09f781be3278156ce3aa6ec90c1926b1846a78f/Makefile#L12 > > This seems to be a good tutorial on Makefiles: https://opensource.com/article/18/8/what-how-makefile Thanks! I will look into this :relaxed: �����!��_����竅:���ǭ������ zĿ��36d[��}����?Xq� �����Gh �L�9��}���bH��y�?�?u??��y���W�4�.�#�g>��g��<<�j��]���� �� x�{�(#�1&u�]�0��X�~��?�}�4��>��@�����,J�ht�������>����߰(����_��$:��4 `�_:0�H�I�I modified my `tokenize()` function to be like so: ```py def 2Dbatch): retur: Or l["text"], padding="longest")U\(so that the'X always happens w.r.t t)(e length of2 P8 sequence in a �t. The issue still persists. Is>�re any other way? tbh I though your first implementat!&was fine�python�"!"(True, trunch9.@Maybe you can try!see w1DLerroring data looks %�by )� a9/except!1|`get_test_accuracy` ?"This is ]I got. !�For!@ non-2p , it.t(wi!I)�labelsA3%4� tensor([[ 101, 10047, 3110, ...,A]  ],Iu;, 1045, 2514�;�;�j�00�%���72��15 7481n;]) 128=u!q, 40,2] �#!=-�TT^F�``�\Q�U�part:A�![Q�QAC@2064, 2102, 2393,M�H2066, 2242, 6355, 3E�2000574� $1996, 8629K57W25, 4299A� o71, 242E00* 006, 7858Q �ui�9��KK B�Q�Q ]), 5�1�%� 5458, !��Q 1165� 1998, 110!�8as%2�-_��O�O�O�O�O�OJ�07!�i�m� 6073I#6�t200A8 2026=� 1498A%200at558AV@2203, 16650, 2956O203# 2569, 45a� 2052O 219�U103H73E�55d2�(17044, 1454O1y337�Z� �]�]�]�]z]]), ...�����|� 9{1�5�Q�K.�j��[��J�Q9�� I al9 r� $investigat� H shapes$ 0individual en3s � * `+ `o2� 'py� B$ (model� �=def fn� ):�try, |inputs = {k:v.to(device) for k,v� �.items()N. if k,� r.�_`_names}��8 torch.no_grad(�.output =3el(**Rs)6Mpred_�  = Yargmax( D<.logits, axis=-1:C>{"HictM":Z4.cpu().numpy()�� :]%D!%B:%6 != "�"J"G iHrange(le-� [k])N4printI[k][i].E� � �fn $ They areQv��)�S�[66]) ����9B�������B��ThFre diffeyE�e( understandapI set�r(_size=None`a^L`emotions_encoded = .map(��,i�ed`��4problem should�fixed a� whole�w$treat &a single ]. 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When we empty indices mapping (because the dataset length equals to zero), we can no longer get column item like: `ds_filter_2['sentence']` which uses `ds_filter_1._indices.column(0)`~~ **UPDATE:** Empty datasets are returned without going through partial function on `map` method, which will not work to get indices for `filter`: we need to run `get_indices_from_mask_function` partial function on the dataset to get output = `{"indices": []}`. But this is complicated since functions used in args, in particular `get_indices_from_mask_function`, do not support empty datasets. We can just handle empty datasets aside on filter method.� > `make style` runs the "style" target defined here: > > https://github.com/huggingface/datasets/blob/f09f781be3278156ce3aa6ec90c1926b1846a78f/Makefile#L12 > > This seems to be a good tutorial on Makefiles: https://opensource.com/article/18/8/what-how-makefile Thanks! 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I worked around this by downloading the `the_pile_openwebtext2.py` and editing it to use local files and drop reddit scores as a column (not needed for my purposes). _Originally posted by @tc-wolf in https://github.com/huggingface/datasets/issues/3053#issuecomment-1281392422_ � �ar2��l ����.�z���"�l��~�|�.���T�;�t~&�*����ο�)�����"�0�.  �`�$�� 4��D �T`�d��t�� � �$�`� (��� ,��� 0� � 4�`� 8��<���@!�Da�H$��L4��PD!�TTa�Xd��\t��`�!�d�a�h���l���p�!�t�a�x��|����"� �b�!�$��"�4��#�D"�$�Tb�%�d��&�t��'��"�(��b�)����*����+��"�,��b�-���.����/�#�0�c�1�$��2�4��3�D#�4�Tc�5�d��6�t��7��#�8�c�9褣�:���;��#�<��c�=���>����?$�@d�A%��B 5��CE$�DUd�Ee��Fu��G �$�H$�d�I(���J,���K0�$�L4�d�M8��N<���O@%�PDe�QH%��RL5��SPE%�TTUe�UXe��V\u��W`�%�Xd�e�Yh���Zl���[p�%�\t�e�]x��^|���_�&�`�f�a�%��b�5��c�E&�d�Uf�e�e��f�u��g��&�h��f�i����j����k��&�l��f�m���n����o�'�p�g�q�%��r�5��s�E'�t�UW�u�a��v�qםw߁�x�W�y硗�z�מ{���|��W�}o�ᗟ~��ן���X��"��� 2ؠ�B��RX��b���rء����#�X��'����+�آ�/���3�X��7☣�;�أ�?��CY��G"���K2٤�OB��SRY��Wb���[r٥�_���c�Y��g����k�٦�o���s�Y��w♧�{�٧����Z���"����2ڨ��B���RZ���b����rک�������Z���������ڪ�������Z���⚫���ګ�����[���"����.�l��> m��NKm��^�m��n�m��~ n��Kn�枋n���n�� o���Ko��ދ��^������,��l��'��� 7���G,��Wl��g���w��� �,��$�l��(����,����0�,��4�l��8���<����@-��Dm��H'���L7���PG-��TWm��Xg���\w���`�-��ג]��g����k�ݶ�o���s�]��w㝷����w�~� x��Nx��x�/�x�?y�ONy�_�y�o�y�z袏Nz�&�ʖ 5body��֐��>&���&���6v(�…ers values in 'train_test_split' + fix bad interaction between 'keep_in_memory' and 'cache_file_name' -related parameters (#5699)� I was getting a similar error `pyarrow.lib.ArrowInvalid: Integer value 528 not in range: -128 to 127` - AFAICT, this is because the type specified for `reddit_scores` is `datasets.Sequence(datasets.Value("int8"))`, but the actual values can be well outside the max range for 8-bit integers. I worked around this by downloading the `the_pile_openwebtext2.py` and editing it to use local files and drop reddit scores as a column (not needed for my purposes). _Originally posted by @tc-wolf in https://github.com/huggingface/datasets/issues/3053#issuecomment-1281392422_ ,� �~L����LGhttps://api.github.com/repos/huggingface/datasets/issues/5730/reactionsG�K29�KK8�KK7�KK6�KK5�KK4�KK2�KK1�KK0�KK1��Y�1��Y�1��Y�1��Y�1��Y�1��Y�13� Y ��Y�1��Y�1��Y�0��Y�0��Y�0��Y�0��Y�0��Y�0��Y�0��Y�0��Y�0��U�69��U�69��U�69����69��U�69��U�69��U�69��U�69��U�69��U�68��]��9y98��Y�8��Y�8��Y�8��Y�8��Y�8��Y�8��Y�8��]���Y�7�9y97��Y�7��Y�7��Y�7��Y�7��Y�7��Y�7��Y�7��Y�6��Y�6��Y�6��Y�6����6��Y�6��Y�6��Y�6��Y�6��Y�6��Y�5��Y�5��Y�5��Y�5��Y�5��Y�5��Y�5��Y�5��Y�5��Y�4��Y�4��Y�4����4��Y�4��Y�4��Y�4��Y�4��Y�4��Y�4��Y�3��Y�3��Y�3��Y�3��Y�3��Y�3��Y�3��Y�3��Y�3��Y�� & 6� & 6� & 6� & 6� & 6� & 6� & 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I'm adding a loading script for a new dataset, made up of ~15s audio coming from a tar file. Tried setting `DEFAULT_WRITER_BATCH_SIZE = 1` as per the discussion in #741 but the problem persists. ## Steps to reproduce the bug Here's my implementation of `_generate_examples`: ```python class MyDatasetBuilder(datasets.GeneratorBasedBuilder): DEFAULT_WRITER_BATCH_SIZE = 1 ... def _split_generators(self, dl_manager): archive_path = dl_manager.download(_DL_URLS[self.config.name]) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={ "audio_tarfile_path": archive_path["audio_tarfile"] }, ), ] def _generate_examples(self, audio_tarfile_path): key = 0 with tarfile.open(audio_tarfile_path, mode="r|") as audio_tarfile: for audio_tarinfo in audio_tarfile: audio_name = audio_tarinfo.name audio_file_obj = audio_tarfile.extractfile(audio_tarinfo) yield key, {"audio": {"path": audio_name, "bytes": audio_file_obj.read()}} key += 1 ``` I then try to load via `ds = load_dataset('./datasets/my_new_dataset', writer_batch_size=1)`, and memory usage grows until all 8GB of my machine are taken and process is killed (`Killed`). Also tried an untarred version of this using `os.walk` but the same happened. I created a script to confirm that one can safely go through such a generator, which runs just fine with memory <500MB at all times. ```python import tarfile def generate_examples(): audio_tarfile = tarfile.open("audios.tar", mode="r|") key = 0 for audio_tarinfo in audio_tarfile: audio_name = audio_tarinfo.name audio_file_obj = audio_tarfile.extractfile(audio_tarinfo) yield key, {"audio": {"path": audio_name, "bytes": audio_file_obj.read()}} key += 1 if __name__ == "__main__": examples = generate_examples() for example in examples: pass ``` ## Expected results Memory consumption should be similar to the non-huggingface script. ## Actual results Process is killed after consuming too much memory. ## Environment info - `datasets` version: 2.0.1.dev0 - Platform: Linux-4.19.0-20-cloud-amd64-x86_64-with-debian-10.12 - Python version: 3.7.12 - PyArrow version: 6.0.1 - Pandas version: 1.3.5� �t���>�T�����0�{����,�( ��~&&�$,�����D���\����"��2�w0�J�  �`�$�� 4��D �T`�d��t�� � �$�`� (��� ,��� 0� � 4�`� 8��<���@!�Da�H$��L4��PD!�TTa�Xd��\t��`�!�d�a�h���l���p�!�t�a�x��|����"� �b�!�$��"�4��#�D"�$�Tb�%�d��&�t��'��"�(��b�)����*����+��"�,��b�-���.����/�#�0�c�1�$��2�4��3�D# �PS�5�`��6�pӍ7߀�8�S�9瀀N:��N;��<��3=��s>��?���@ 4AtB )�C 9�DI4EYtFi�Gy�H!�4I%�tJ)��K-��L1�4�L4�d�M8��N<���O@%�PDe�QH%��RL5��SPE%�TTUe�UXe��V\u��W`�%�Xd�e�Yh���Zl���[p�%�\t�e�]x��^|���_�&�`�f�a�%��b�5��c�E&�d�Uf�e�e��f�u��g��&�h��f�i����j����k��&�l��V�m�݆[n���[o��\p� G\q��\r�-�\s�=]t�MG]u�]�]v�m�]w�}^x�G^y杇^z��^{�_|m��G_}�5w~����~����(��h��&��� 6���F(�Vh�f��v�� �(�$�h�(���,���0�(�4�h�8��<���@)�Di�H&��L6��PF)�TVi�Xf��\v��`�)�c�9f�f��f�j��f�n� g�r�Ig�vމg�z��g�~� h��Jh���h��.�h��> i��J:)��Zz)��j�)��z�)���:*���z*����*����*���:+���z+���+����+�� ;,��{,��*�,��6���F+���Vk���f����v�����+��k�覫������+���k��������,��l��'��� 7�psC��S\��c���sܱ����#�\��'����+�ܲ�/���3�\��7㜳�;�ܳ�?��C]��G#���K3ݴ��= u�ROMu�V_�u�Zo�u�^ v�b�Mv�f��v�j��v�n� w�r�Mw�vߍw�z��w�~�M6�� >8�~8�+�8�;�8�K>9�[~9&쯠 5body��m��3&��&��6�(�yaml header at top of README.md file was edited to add task tags because I couldn't find the existing tags in the json separate Pull Request will modify dataset_infos.json to add these tags The Enron dataset (dataset id aeslc) is only tagged with: arxiv:1906.03497' languages:en pretty_name:AESLC Using the email subject_line field as a label or target variable it possible to create models for the following task_ids (in order of relevance): 'task_ids:summarization' 'task_ids:summarization-other-conversations-summarization' "task_ids:other-other-query-based-multi-document-summarization" 'task_ids:summarization-other-aspect-based-summarization' 'task_ids:summarization--other-headline-generation' The subject might also be used for the task_category "task_categories:summarization" E-mail chains might be used for the task category "task_categories:dialogue-system"� ## Description `load_dataset` consumes more and more memory until it's killed, even though it's made with a generator. I'm adding a loading script for a new dataset, made up of ~15s audio coming from a tar file. Tried setting `DEFAULT_WRITER_BATCH_SIZE = 1` as per the discussion in #741 but the problem persists. ## Steps to reproduce the bug Here's my implementation of `_generate_examples`: ```python class MyDatasetBuilder(datasets.GeneratorBasedBuilder): DEFAULT_WRITER_BATCH_SIZE = 1 ... def _split_generators(self, dl_manager): archive_path = dl_manager.download(_DL_URLS[self.config.name]) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={ "audio_tarfile_path": archive_path["audio_tarfile"] }, ), ] def _generate_examples(self, audio_tarfile_path): key = 0 with tarfile.open(audio_tarfile_path, mode="r|") as audio_tarfile: for audio_tarinfo in audio_tarfile: audio_name = audio_tarinfo.name audio_file_obj = audio_tarfile.extractfile(audio_tarinfo) yield key, {"audio": {"path": audio_name, "bytes": audio_file_obj.read()}} key += 1 ``` I then try to load via `ds = load_dataset('./datasets/my_new_dataset', writer_batch_size=1)`, and memory usage grows until all 8GB of my machine are taken and process is killed (`Killed`). Also tried an untarred version of this using `os.walk` but the same happened. I created a script to confirm that one can safely go through such a generator, which runs just fine with memory <500MB at all times. ```python import tarfile def generate_examples(): audio_tarfile = tarfile.open("audios.tar", mode="r|") key = 0 for audio_tarinfo in audio_tarfile: audio_name = audio_tarinfo.name audio_file_obj = audio_tarfile.extractfile(audio_tarinfo) yield key, {"audio": {"path": audio_name, "bytes": audio_file_obj.read()}} key += 1 if __name__ == "__main__": examples = generate_examples() for example in examples: pass ``` ## Expected results Memory consumption should be similar to the non-huggingface script. ## Actual results Process is killed after consuming too much memory. ## Environment info - `datasets` version: 2.0.1.dev0 - Platform: Linux-4.19.0-20-cloud-amd64-x86_64-with-debian-10.12 - Python version: 3.7.12 - PyArrow version: 6.0.1 - Pandas version: 1.3.5,� 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Now you can load the datasets with: > > ```python > dataset = load_dataset('unicamp-dl/mmarco', 'portuguese') > ``` > > You can check the list of supported languages and usage examples in [this link](https://huggingface.co/datasets/unicamp-dl/mmarco). Feel free to contact us if you have any issues. Thanks for your quick updates. So, how can i get the fixed version, install from the source? It seems that the merging is blocked.������ H�� ~���z �����/>��Q��o��<�����^�x����56o����0�A�a�i��|�~ZXvqi�?��`�~>���OF���5���?�4��� p��<>6�f����������/`���`�t��n<ܜ��7,N�y^��#��������� � �XJ���o�Âk�s8�$v ���$<���Ȑ��;K��؎��@��������>>�� �x'�`��v�<�>�;^�%������ �@��s1d7����"��2�� ��L�� ������ �������������U��"����������4 ��]�U��}�}�$����_��������������* �������_�B���_��*}�_�����_�� �����������4 �W�}�����T}�$u�U��u��P����w�_u�����],��u���0U�_����N������4���_ ��������_W�U]��������������}������U���W��U������_�$]�����������_�����������_�����_�����]�������$ ���u��������8u�����"]_�_U��__���__U�<������_�����]���� �W���Wu� ���@���H���8���&@� X�Ȁ6��x� �F@���(H� V����0�� f@���8ȁv����@��@�"�HH����&8� P���@�*X� XȂ���.x� `��@�2�� hH����6�� p���@�:��xȃ���>���� A�B��H�"��F8����$&A�JX��Ȅ&6��Nx���(FA�R���H�*V��V�����,fA�Z���ȅ.v��^����0�A�b��H�2���f8�Ј�4�A�jX��Ȇ6���nx���8�A�r���H�:���v�����<�A�z���ȇ>���~��� �@B��� I�B�8�!��D&B��X�"ɈF6‘�x�# �HFB����$(I�JV’���$'A�K`�̄&5��Mp���'=��O�� �(E1�Q���,�)Mq�S��L�*U��U���l�+]��W����,e1�YВ���-mq�[��̅.u��]����|��?���F0�!La s�$F1�aLc��DF2��Le,s�dF3��Lg<�ЄF4�!MiLsԤF5�aMk\���F6��Mmls��F7��Mo|��G8�!Nq�s�$G9�aNs���DG:ӡNu�s��#;��w���'<��?�C���<�I�z�Þ���=���|�C����>�ɏ~�ß���?� ��D��@J��Ġ9�A���&D� Y�Bʐ�6ġy�C ��FD���D(J��VĢ��E0���fD���F8ʑ�vģ��G@ ���D�"�HHJ���Ĥ&9�IP����D�*Y�JXʒ��ĥ.y�K` ���D�2��LhJ���Ħ6��Mp����D�:��Nxʓ��ħ>��O� ��E��P�BT��(F5�Q��T�$5)JU�R��T�4�)Nu�S�U�D5*R��T�BU�T�*V��U��U�d5+Z��V��U�t�+^��W�V��5,b�X�BV���,f5�YςV��5-j�Zֺ����mq�[����%�q��\�:�ҥ�u��]�z��%�yѫ^����}�_���&���`;����1�a{�"&��Q�b��2���q�c��B&����d&;�R�����e.{�b&��Ѭf6��r����g>�Ђ&���hF;Ғ���1�iN{Ԣ&��Q�jV�ֲ�5�dk\�׾���mld+��Ά6��Mmkc[���6��Mns�[��v7��Mo{�[���7�Np�#\� w8�%Nq�c\��8�ENr��\�,w9�$s���:�ρ.t��Jg�ӡ.u�[�Z���.v���jg���.w���z��/x��g��!/y�[���A/zқ��g��a/{������/|���g��/}�[�����/~���g���/������0�  h�"0� \ (@>���)XA ^���9�A~�!�IXB��)T� Y�B��1�� iXC��9��y�C��A��XD#�IT���D'>�Q���XE+^�Y����E/~�a��XF3��iT���F7��q���XG;��y����G?���� YHC��T�"�HG>����$)YIK^����&9�IO~���(IYJS���T�*Y�JW����,gI�Z��̥.w��^��� �0�I�b��L�2���f:��,]4�9MjVӚ��f6��Mnvӛ�g8�9Nr�Ӝ�Dg:չNv�ӝ�g<�9Oz�Ӟ��g>��O~�ӟ�h@:P�ԠEhB�P�6ԡ�hD%:Q�VԢ�hF5�Q�vԣiHE:R��Ԥ'EiJU�R��ԥ/�iLe:S��Ԧ7�iNu�S��ԧ?jP�:T�ըGEjR��T�6թO�jT�:U�VժW�jV��U�vի_kX�:V��լgEkZպV��խo�k\�:W��ծw�k^��W��կl`;X�ְ�Elb�X�6ֱ��ld%;Y�Vֲ��lf5�Y�vֳ�mhE;ZҖִ�EmjU�Zֵֶ��mle;[��ֶ��mnu�[��ַ�np�;\�׸�Enr��\�6׹υnt�;]�V׺e��nv��]�v׻�ox�;^�׼�Eozջ^��׽�o|�;_��׾��o~��_��׿�p�<`��Fp��`7���p�%<a W���p�5�aw��q�E<b���'Fq�U�b���/�q�e<c���7�q�u�c���?r��<d"��GFr���d&7��O�r��<e*W�V�2����-s��^�2��,�1���f>3�Ӭ�5���n~3��,�9ӹ�v�3���=��~�3�-�A�І>4���E3�ю~4�#-�IS�Җ�4�3��Ms�Ӟ�4�C-�Q��Ԧ>5�S��U��ծ~5�c-�YӺֶ�5�s��]�׾�5��-�a���>6����e3���~6��-�iS��־6� �mmo�������nq����6��ѝnu����v���oyϛ������o}������p���7���p�/�� w��!q�O�����1�q�o�����Ar����%7��Q�r����-w��as�Ϝ�5���q�s���=��ρt���E7�ё�t�/��Mw�ӡu�O��U��ձ�u�o��]���������&��� 5�8commentslistelement�$��b��1&���&�߾6�(🙌� > > Hi @catqaq, we updated the loading script. Now you can load the datasets with: > > ```python > dataset = load_dataset('unicamp-dl/mmarco', 'portuguese') > ``` > > You can check the list of supported languages and usage examples in [this link](https://huggingface.co/datasets/unicamp-dl/mmarco). Feel free to contact us if you have any issues. Thanks for your quick updates. So, how can i get the fixed version, install from the source? 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O��� : [�2]�$aeV;��� &� P����n���-&�(*nJ14�'�8>y�0linux (jeanza�f%l(�:��==e�� N=3.7.8 F�"F! �*t�:��U�xb!�7range` aN&N\�)$ `Tec=�n�0`Almustaqbal`"��~ �+*kk��("a[7_bi_%�_QMG��" �2��53@7F7 7 ��s �#tfuON�oJ �ՙ2X�_ W� �,d ple, W�)�V 13�1 if� (out) > 0L 14�1��� ��141g�out[0O�42/e148�def _=��9 �, � &�b2s �X�XeXN�zUb�R0 18.04.5 LTS e0a�yRa/Z�MSZ+��!�+�a��typt(4 the main READ��ME.md ���Fix #2724.���## Describe the bug When loading remote data files from a private repo, a 404 error is raised. ## Steps to reproduce the bug ```python url = hf_hub_url("lewtun/asr-preds-test", "preds.jsonl", repo_type="dataset") dset = load_dataset("json", data_files=url, use_auth_token=True) # HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/datasets/lewtun/asr-preds-test/resolve/main/preds.jsonl ``` ## Expected results Load dataset. ## Actual results 404 Error. ���- Related to: #2682 We correct the values of `en` subset concerning the expected validation values (both `num_bytes` and `num_examples`. Instead of having: `{"name": "validation", "num_bytes": 828589180707, "num_examples": 364868892, "dataset_name": "c4"}` We replace with correct values: `{"name": "validation", "num_bytes": 825767266, "num_examples": 364608, "dataset_name": "c4"}` There are still issues with validation with other subsets, but I can't downa� all a�,files, unzipa~ check for�c-��>number of bytes. (If you have a fast way to obtain those valuesP:��8I can do this i1 is PR ... , wise ' 't spend Utresources) D��Strangely miss��cache� after I 6Ttart my program again.��`glue� =��a��.!-('&(', 'sst2')`:�FileNotFoundError: [Errno 2] No such !gp or directory: /Users/chris/.�/hugging��/���/u�/r�F/1.0.0/dacbe3125aa31d7f70367a07a8a9e72a5a0bfeb5fc42e75c9db75b96d6053ad/ YH_info.json'` ���T-���ves aM@that's been added!�L#2684. My intention e%�IGwasET0apture an URL=Az�`message, but instead, it 5�substr!�of;Lprevious regex matchW test func� . 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However, cloning the repo and using the path to the dataset's root directory worked for me. Even af!;havJda%4 cached - pass�pgis�donly way (for now) to load HL. ```python froms import5�_ 10  =2�$("squad") R�# Works b>�Hcode_search_net", " �R# Errorn>�4vid_qa_deepset5> %# = "/Rh �s/{}/"bm�D.format(B���):��v��:K�>��.L5A```!�<���Hi @mrm8488 A�,@amoux! ThUj0s you are tryE+M0have been adda �oE(library dur.Lhe community sprint AT4v2 last month.r\y will be available withW4v2 release! FI��,re�st<Pa couple of solutionsN�Ts: 1. As suggested by-�,�cane��ef git repi�a6locali9 �4script 2. YouE,also install 6atest (�� ) version��`QD` ue� pip: `pipBgit+h��.git@ f`��S�f�$don't want�,clone entire.���(, just downu�4`muchocine` di�A@j)4. Cheers!-��MJ wasMGrecently!�(at's why it"�Yye���TM�it�!��updat.���� .L--upgradY� % � thenU%.��A�aK��5X@", split="train")�P���Thanks @lhoestq !E aybe��use nltk's treebank detokenizer ?L���/�."�.6���T FWordDI�Z�().r("it 'sa� harm�!Zoft�9ffect,journey . 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My bign_M q7� �%��o( �H](in�i �m!co�M 3 begi\�oc e�WkH�.�a `B-`9�eB�<=two��,�J<�@To܊ O�ice $I-PER Bob B �J O I 8 at7Elasagna b�I�4q�p�4nd `I-K&�4, `Bob`��b�<M� ly t8B6PER`,ElA�3 A��@sins ��y e 8:!�Z�i0�d��i* leas�6U3%��ntaL �q��m%���mgo�&! �iYmme�B�a/a�opi3e.h�ndw�:� ���ci7!��@IOB"���|?OE�!-S �; �I�&�5�a �3�d hop�2[;�2��"A�K%� !2l��LeBC� ^w �A�����.�coo����,*�veVit�� –IB zipp��m} ngrui0;s ):A���push.* �@G�&��??���V\�"dv>! :) q! S7%z(take a look��6�6,�$6�(&‏⠀‏‏‏⠀‏‏‏⠀ ‏⠀ � > For dynamic datasets, i.e. datasets that evolve over time, we support custom configurations: they are configurations that are not part of the BUILDER_CONFIGS or in the dataset_infos.json > > I think this could be a nice addition for the youtube caption dataset in the future to be have a system of releases and be able to load the version we want easily. What do you think ? Thank you for the suggestion! This sounds great! I will take a look at the some datasets that do this, and would love to give it a try in the future, if I continue to grow the captions dataset in a meaningful way. Appreciate all the help on this. It has been a really great experience for me. :)�����G��;x�\�H��?���n=<x����>��|�7"9��&�([%t�pX��(���:��P�B�]���/�qŝ&� ��_�.���� ��=��> #0�Tx0� �‘� � M/�ֆ�����\�� �M�� � �!9�BP�����&��-������'�s8������g����[lc�z�J��&#�������"����f��Q�w/8�� �?���&�l����7����� Σ@r���� ]�t������ ������,�����_��2 �������U��.�����8�������(�����&���W}8���}�}&���_��_�� ����������"��U�U��U_�����  ]���U��������_��u�w������}������������������,L������_U��W4�i�U-u�}�U}u���U}������}���W�����_�������u��W�"U���_ �������������4�� �������!1�>��^!! _���%6�H ���_���_]_ ��,��!B\���  ]����_��>����O�Ng�_��D! $��}��!�U�,�W�}0��2 B����"8�a u ���@���H���8���&@� X�Ȁ6��x� �F@���(H� V����0�� f@���8ȁv����@��@�"�HH����&8� P���@�*X� XȂ���.x� `��@�2�� hH����6�� p���@�:��xȃ���>���� A�B��H�"��F8����$&A�JX��Ȅ&6��NL���E(D1 R����*&��T��`E+\1�W�"��-ja�[�"���$x� _���0�Q c�P�2&��f8�Ј�4�A�jX���F6�� nt���8�!�q���8:ҡ�u�c�p�;�ỹ��;�q{L�ȇ>���I�c���?�b���C �A b�� $! 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What do you think ? Thank you for the suggestion! This sounds great! I will take a look at the some datasets that do this, and would love to give it a try in the future, if I continue to grow the captions dataset in a meaningful way. Appreciate all the help on this. 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But it is a important use case : After applying some preprocessing, some samples might be empty for example. We should be able to remove these samples from the dataset, or at least mark them as `removed` so when iterating the dataset, we don't iterate these samples. I think it should be a feature. What do you think ? --- Any work-around in the meantime ?x���This PR add the Flue dataset as requested in this issue #223 . @lbourdois made a detailed description in that issue. ���Hi! I am trying to load the `imdb` dataset with this line: `dataset = nlp.load_dataset('imdb', data_dir='/A/PATH', cache_dir='/A/PATH')` but I am getting the following error: ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/mounts/Users/cisintern/antmarakis/anaconda3/lib/python3.7/site-packages/nlp/load.py", line 517, in load_dataset save_infos=save_infos, File "/mounts/Users/cisintern/antmarakis/anaconda3/lib/python3.7/site-packages/nlp/builder.py", line 363, in download_and_prepare dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs File "/mounts/Users/cisintern/antmarakis/anaconda3/lib/python3.7/site-packages/nlp/builder.py", line 421, in _download_and_prepare verify_splits(self.info.splits, split_dict) File "/mounts/Users/cisintern/antmarakis/anaconda3/lib/python3.7/site-packages/nlp/utils/info_utils.Y3�70, in verify_splits raise NonMatchingSpDSizesError(str(bad 6H)) nlp.utils.info_ jC�<: [{'expected': c�Info(name='train', num_bytes=33442202 ex� =25000, d�=�_ >8imdb'), 'record�b�5929447:a� 4537V`�}, r��,unsupervised2��67125548:j�����bi��0:b�Z^�\}] ``` Am I overlookysometAH? 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El 635�e6�� �=?�7�w&� Z� �-5 -y� �P��(s��Hello,A��A'Fpo�by&?j$A~ ��i`]�L�P)$2��doE�,\suc-&. W�!>�]  nd� �e] �I��X�vk(�n�G![�R�os"%+~�IL���� Qɥ@>��k�#�K >JQ 4!p� �\ _DIR�Az�cB, _DEV_FILEU����_�ING!�GE�~@8BUILDER_CONFIGS�2Bb ���a","L��>�:���f b ��&92��C� )� �w��{�Aos.���{!�)��.6{),�Wv":z5�1�)}1������[ ��]�!�� idevg�]�eB�/������R�x":��� !@��� attO��t�*���qll: [-���?)�#�/%�/4476928@���>ן.H ��$�L3.: fP unzi��� ,��G_��{`���det����)� �0s �!c)A5�'�ds��C.� �� ! 7��a q�s�2�)1��c�+1cXZ.&�,�,;! �$�RPI�edU �-l.!)<,�y!p0-c�ree*� }G��n���?���fsLEL�"�V� �#*!2%r1�w TFDSR� � bbcB(��Bbc �>B z � V��V�opt/anaԌa3��.%rR�#!o.�80����:�[������(���,Y�,%�,�=! � )P �)Y����:��16x� qi�  _c{9�"��=name������885j� �a;2��>�.��A���B�21�*". �� is_zi���(. �_!O�)m�t tarX .is_ 2(�� � v.��0��� ��� )�&ůp: �Ưr`"�n��&H'�t�/�m�(*]S� ���@�,zP�X!D���i� �f�0n�&�%N1�6�� !9���A���?�Xd("./bbc.py") ``` And ppython import nlp dataset =`.load("/absolute/path/to/:Q�l These three ways gives me:j�y Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/opt/anaconda3/envs/transformers/lib/ �T3.7/site-packages/nlp/�!�, h 280,j@ dbuilder: D)�B  = �(!, name, !<_dir= , ** )_kwargs)Y�F���R��166� qi�  _cls =��_�set��= �������24�!k� � ��_)� = I� lib. �( !�_!��U SA(__init__]127� % x �Xreturn _bootstrap._gcd_ *�(!O([level:], pIs, �<frozen `��_P�>Q�100)�a�ID�C�983�$_find_and_!w�E�65JE��_unlocked ModuleNotFoundError: No )�e"d 'nlp.-���s.2fd72627d92c328b3e9c4a3bf7ec932c48083caca09230cebe4c618da6e93688.bbc' ``` Any idea of what I'm missing? or I might have spot a bug :)�� � ,� 6�(� with nlp 0.4.0, the TensorFlow example in Overview.ipynb throws the following exceptions: --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) <ipython-input-5-48907f2ad433> in <module> ----> 1 features = {x: train_tf_dataset[x].to_tensor(default_value=0, shape=[None, tokenizer.max_len]) for x in columns[:3]} 2 labels = {"output_1": train_tf_dataset["start_positions"].to_tensor(default_value=0, shape=[None, 1])} 3 labels["output_2"] = train_tf_dataset["end_positions"].to_tensor(default_value=0, shape=[None, 1]) 4 tfdataset = tf.data.Dataset.from_tensor_slices((features, labels)).batch(8) <ipython-input-5-48907f2ad433> in <dictcomp>(.0) ----> 1 features = {x: train_tf_dataset[x].to_tensor(default_value=0, shape=[None, tokenizer.max_len]) for x in columns[:3]} 2 labels = {"output_1": train_tf_dataset["start_positions"].to_tensor(default_value=0, shape=[None, 1])} 3 labels["output_2"] = train_tf_dataset["end_positions"].to_tensor(default_value=0, shape=[None, 1]) 4 tfdataset = tf.data.Dataset.from_tensor_slices((features, labels)).batch(8) AttributeError: 'numpy.ndarray' object has no attribute 'to_tensor'����������  � ��`�$�� 4��D �8P�`��pЁ��#�P� '��� +�Ђ /�� 3�P� 7���:��C>��DB ADF��I(��L4�O@�SPQ�W`��[pх_���AFf��Fj��Fn�Gr�A�u�qy�}�� �2!�r"�(��"�4��@�$�PR�%�`��&�p҉'���(��R�)����*�8�J+��K,��BK-�܂K.���K/��L0� CL1��L2�,�L3�<M4�LCM5�\�M6�l�M7�|N8�CN9會N:��N;����<��S�=�8�O>���O?��P@ DPA�PB -�PC=QDMDQE]�QFh��Fu��G �$�H$�d�I(���J,���K0�$�L4�d�M8��N<���O@%�PU�QG!��RK1ՔSOA�TSQU�V]�UVZm�UW^}VXb�EVYf��VZj��V[n�W\r�EW]v݅W^z��W_~�X`� FXa��Xb�-�Xc�=Yd�MFYe�]�Yf�m��g�y�h��6i��vj���k���l����l�9P�m�ᖛn��֛o��p G\q��\r(�s�9�t�I7u�Ywvd��v�u��w!���x80y�wz驷��מ{�_|��G���w~������ �X�:p � *� �4���@��RX��^�a�n�a�:�!�!�8"�%�x�(���,���0�(�4�h�8��<���@)��Ey$�I:���&���  5�body� ޵@��&��� &Ɲ� 6�(� with nlp 0.4.0, the TensorFlow example in Overview.ipynb throws the following exceptions: --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) <ipython-input-5-48907f2ad433> in <module> ----> 1 features = {x: train_tf_dataset[x].to_tensor(default_value=0, shape=[None, tokenizer.max_len]) for x in columns[:3]} 2 labels = {"output_1": train_tf_dataset["start_positions"].to_tensor(default_value=0, shape=[None, 1])} 3 labels["output_2"] = train_tf_dataset["end_positions"].to_tensor(default_value=0, shape=[None, 1]) 4 tfdataset = tf.data.Dataset.from_tensor_slices((features, labels)).batch(8) <ipython-input-5-48907f2ad433> in <dictcomp>(.0) ----> 1 features = {x: train_tf_dataset[x].to_tensor(default_value=0, shape=[None, tokenizer.max_len]) for x in columns[:3]} 2 labels = {"output_1": train_tf_dataset["start_positions"].to_tensor(default_value=0, shape=[None, 1])} 3 labels["output_2"] = train_tf_dataset["end_positions"].to_tensor(default_value=0, shape=[None, 1]) 4 tfdataset = tf.data.Dataset.from_tensor_slices((features, labels)).batch(8) AttributeError: 'numpy.ndarray' object has no attribute 'to_tensor'��,���������JL� ������IF���https://api.github.com/repos/huggingface/datasets/issues/635/reactions�J�4/�J�J�3�J�J�2�J�J�1�J�J�0�J�J29�J�J�8�J�J�7�J�J�6�J�J��U��2��U��2��U��2��U��2��U��2��U��1��U��1��U��1��U��1��U��1��U��1��U��1��U��1��U��1��U��1��U��0��U��0��U��0��U��0��U��0��U��0��U��0��U��0��U��0��U��0��Q�59��Q�59��Q�59��Q�59��Q�59��Q�59��Q�59��Q�59��Q�59��Q�59��U��8��U��8��U��8��U��8��U��8��U��8��U��8��U��8��U��8��U��8��U��7��U��7��U��7��U��7��U��7��U��7��U��7��U��7��U��7��U��7��U��6��U��6��U��6��U��6��U��6��U��6��U��6��U��6��U��6��U��6��U��5��U��5��U��5��U��5��U��5��U��5��U��5��U��5��U��5��U��5��U��4��U��4��U��4��U��4��U��4��U��4��U��4��U��4��U��4��U��4��U��3��U��3��U��3��U��3��U��3��U���"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��5��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��4��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3�T"T�3�T"T�3�T"T�3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��3��"��2��"��2��"��2��"��2��"��2��"��2��"��2��"��2��"��2��8"�8�2� 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events_url��'�&���&���6� (8https://api.github.com/users/zanussbaum/events{/privacy}4https://api.github.com/users/AJDERS/events{/privacy}�,������&��� 5�H assigneeslistelementreceived_events_url��&�&ʘ�&���6� (7https://api.github.com/users/zanussbaum/received_events3https://api.github.com/users/AJDERS/received_events�,������&Ȫ� 5�H assigneeslistelementtype���&���&̤�6� (UserUser�,������&ұ��%�H assigneeslistelement site_admin���&���<���(��������&��� 5�8commentslistelement�5������&���&���6�(�~~It seems like #5043 fix (merged recently) is the root cause of such behaviour. When we empty indices mapping (because the dataset length equals to zero), we can no longer get column item like: `ds_filter_2['sentence']` which uses `ds_filter_1._indices.column(0)`~~ **UPDATE:** Empty datasets are returned without going through partial function on `map` method, which will not work to get indices for `filter`: we need to run `get_indices_from_mask_function` partial function on the dataset to get output = `{"indices": []}`. But this is complicated since functions used in args, in particular `get_indices_from_mask_function`, do not support empty datasets. We can just handle empty datasets aside on filter method.� > `make style` runs the "style" target defined here: > > https://github.com/huggingface/datasets/blob/f09f781be3278156ce3aa6ec90c1926b1846a78f/Makefile#L12 > > This seems to be a good tutorial on Makefiles: https://opensource.com/article/18/8/what-how-makefile Thanks! I will look into this :relaxed: �<���������&���5� created_at���{&Ҵ�&����loo���8$�����(�loo���8$�����,������&���5� updated_at���z&��&���.؝����s�����(.؝����s�����,������&ү�5� closed_at��~�h&���&���������pO����(������pO����,������&��� 5�author_association���&���&���6�(NONE CONTRIBUTOR�,������&����%�draft���&���<��(�������&��� 5�( pull_requesturl���;&���&���6�(<https://api.github.com/repos/huggingface/datasets/pulls/5729<https://api.github.com/repos/huggingface/datasets/pulls/4701�,������&��� 5�( pull_requesthtml_url����;&��&���6�(1https://github.com/huggingface/datasets/pull/57291https://github.com/huggingface/datasets/pull/4701�,������&��� 5�( pull_requestdiff_url����;&���&���6�(6https://github.com/huggingface/datasets/pull/5729.diff6https://github.com/huggingface/datasets/pull/4701.diff�,������&��� 5�( pull_request patch_url����;&֣�&���6�(7https://github.com/huggingface/datasets/pull/5729.patch7https://github.com/huggingface/datasets/pull/4701.patch�,������&���5�( pull_request merged_at��D�;&���&���`�oO���H�%����(`�oO���H�%����,������&�ʖ 5�body��֐��>&���&���6v(�…ers values in 'train_test_split' + fix bad interaction between 'keep_in_memory' and 'cache_file_name' -related parameters (#5699)� I was getting a similar error `pyarrow.lib.ArrowInvalid: Integer value 528 not in range: -128 to 127` - AFAICT, this is because the type specified for `reddit_scores` is `datasets.Sequence(datasets.Value("int8"))`, but the actual values can be well outside the max range for 8-bit integers. I worked around this by downloading the `the_pile_openwebtext2.py` and editing it to use local files and drop reddit scores as a column (not needed for my purposes). _Originally posted by @tc-wolf in https://github.com/huggingface/datasets/issues/3053#issuecomment-1281392422_ �,������&�� 5�( reactionsurl��� �&�՗&�ז6�(Ghttps://api.github.com/repos/huggingface/datasets/issues/5730/reactionsGhttps://api.github.com/repos/huggingface/datasets/issues/4701/reactions�,������&���5�( reactions total_count���&��&��,����������������(,����������������,������&���5�( reactions+1���&���&�������������������(����������������,������&���5�( reactions-1���&���&Ҁ������������������(�����������������,������&���5�( reactionslaugh���&���&��������������������(�����������������,������&Ή�5�( reactionshooray���&���&�������������������(����������������,������&���5�( reactionsconfused���&�&�������������������(����������������,������&ؓ�5�( reactionsheart���&&�������������������(����������������,������&���5�( 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arxiv:1906.03497' languages:en pretty_name:AESLC Using the email subject_line field as a label or target variable it possible to create models for the following task_ids (in order of relevance): 'task_ids:summarization' 'task_ids:summarization-other-conversations-summarization' "task_ids:other-other-query-based-multi-document-summarization" 'task_ids:summarization-other-aspect-based-summarization' 'task_ids:summarization--other-headline-generation' The subject might also be used for the task_category "task_categories:summarization" E-mail chains might be used for the task category "task_categories:dialogue-system"� ## Description `load_dataset` consumes more and more memory until it's killed, even though it's made with a generator. I'm adding a loading script for a new dataset, made up of ~15s audio coming from a tar file. Tried setting `DEFAULT_WRITER_BATCH_SIZE = 1` as per the discussion in #741 but the problem persists. ## Steps to reproduce the bug Here's my implementation of `_generate_examples`: ```python class MyDatasetBuilder(datasets.GeneratorBasedBuilder): DEFAULT_WRITER_BATCH_SIZE = 1 ... def _split_generators(self, dl_manager): archive_path = dl_manager.download(_DL_URLS[self.config.name]) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={ "audio_tarfile_path": archive_path["audio_tarfile"] }, ), ] def _generate_examples(self, audio_tarfile_path): key = 0 with tarfile.open(audio_tarfile_path, mode="r|") as audio_tarfile: for audio_tarinfo in audio_tarfile: audio_name = audio_tarinfo.name audio_file_obj = audio_tarfile.extractfile(audio_tarinfo) yield key, {"audio": {"path": audio_name, "bytes": audio_file_obj.read()}} key += 1 ``` I then try to load via `ds = load_dataset('./datasets/my_new_dataset', writer_batch_size=1)`, and memory usage grows until all 8GB of my machine are taken and process is killed (`Killed`). Also tried an untarred version of this using `os.walk` but the same happened. I created a script to confirm that one can safely go through such a generator, which runs just fine with memory <500MB at all times. ```python import tarfile def generate_examples(): audio_tarfile = tarfile.open("audios.tar", mode="r|") key = 0 for audio_tarinfo in audio_tarfile: audio_name = audio_tarinfo.name audio_file_obj = audio_tarfile.extractfile(audio_tarinfo) yield key, {"audio": {"path": audio_name, "bytes": audio_file_obj.read()}} key += 1 if __name__ == "__main__": examples = generate_examples() for example in examples: pass ``` ## Expected results Memory consumption should be similar to the non-huggingface script. ## Actual results Process is killed after consuming too much memory. ## Environment info - `datasets` version: 2.0.1.dev0 - Platform: Linux-4.19.0-20-cloud-amd64-x86_64-with-debian-10.12 - Python version: 3.7.12 - PyArrow version: 6.0.1 - Pandas version: 1.3.5�,������&��� 5�( reactionsurl��� �&��&��6�(Ghttps://api.github.com/repos/huggingface/datasets/issues/4700/reactionsGhttps://api.github.com/repos/huggingface/datasets/issues/3685/reactions�,������&�5�( reactions total_count���&���&ހ�����������������(����������������,������&探5�( reactions+1���&���&䉢����������������(����������������,������&���5�( reactions-1���&���&Đ������������������(�����������������,������&ȕ�5�( reactionslaugh���&���&蓢����������������(����������������,������&ؙ�5�( reactionshooray���&���&�������������������(����������������,������&���5�( reactionsconfused���&&��������������������(�����������������,������&Σ�5�( reactionsheart���&֟�& ����������������( ����������������,������&���5�( reactionsrocket���&���&�������������������(����������������,������&���5�( reactionseyes���&���&�����������������(����������������,������&�£ 5� timeline_url�� Δ&���&쭢6�(Fhttps://api.github.com/repos/huggingface/datasets/issues/4700/timelineFhttps://api.github.com/repos/huggingface/datasets/issues/3685/timeline�,������&�ʣ 5� state_reason���&�ƣ&�ţ6� (reopened completed�,������&�Σ�%�is_pull_request���&�ˣ<��(�����������&�������b&ⶤ 5�url����g&Ԡ�&�ϣ6�(=https://api.github.com/repos/huggingface/datasets/issues/3684=https://api.github.com/repos/huggingface/datasets/issues/2670�,������&��� 5�repository_url���&溤&ܹ�6�(1https://api.github.com/repos/huggingface/datasets1https://api.github.com/repos/huggingface/datasets�,������&�ץ 5� labels_url��� ��&���&ֿ�6�(Khttps://api.github.com/repos/huggingface/datasets/issues/3684/labels{/name}Khttps://api.github.com/repos/huggingface/datasets/issues/2670/labels{/name}�,������&�� 5� comments_url�� �&�٦&�ۥ6�(Fhttps://api.github.com/repos/huggingface/datasets/issues/3684/commentsFhttps://api.github.com/repos/huggingface/datasets/issues/2670/comments�,������&��� 5� events_url�����&��&��6�(Dhttps://api.github.com/repos/huggingface/datasets/issues/3684/eventsDhttps://api.github.com/repos/huggingface/datasets/issues/2670/events�,������&�� 5�html_url����g&�ݨ&؋�6�(1https://github.com/huggingface/datasets/pull/36843https://github.com/huggingface/datasets/issues/2670�,������&��5�id����o&�Щ&���`-C����E�s8�����(`-C����E�s8�����,������&��� 5�node_id�����&��&��6�(PR_kwDODunzps4yIOerI_kwDODunzps4-4twy�,������&�ث5�number����S&�ë&���d������n �������(d������n �������,������& 5�title�����&ʋ�&�ګ6�(0❓ Dataset loading script from Hugging Face Hub� raise TypeError( TypeError: Provided `function` which is applied to all elements of table returns a variable of type <class 'list'>. 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(7https://api.github.com/users/xiaofan-luan/subscriptions2https://api.github.com/users/Dref360/subscriptions�,������&엾 5�H assigneeslistelementorganizations_url��� &ގ�&���6� (.https://api.github.com/users/xiaofan-luan/orgs)https://api.github.com/users/Dref360/orgs�,������&꨾ 5�H assigneeslistelement repos_url���&؟�&ꚾ6� (/https://api.github.com/users/xiaofan-luan/repos*https://api.github.com/users/Dref360/repos�,������&��� 5�H assigneeslistelement events_url���&���&ܫ�6� (:https://api.github.com/users/xiaofan-luan/events{/privacy}5https://api.github.com/users/Dref360/events{/privacy}�,������&�̾ 5�H assigneeslistelementreceived_events_url���&�¾&Խ�6� (9https://api.github.com/users/xiaofan-luan/received_events4https://api.github.com/users/Dref360/received_events�,������&�־ 5�H assigneeslistelementtype���&�о&�Ͼ6� (UserUser�,������&�޾�%�H assigneeslistelement site_admin���&�׾<���(��������&��� 5�8commentslistelement�$��b��1&���&�߾6�(🙌� > > Hi @catqaq, we updated the loading script. Now you can load the datasets with: > > ```python > dataset = load_dataset('unicamp-dl/mmarco', 'portuguese') > ``` > > You can check the list of supported languages and usage examples in [this link](https://huggingface.co/datasets/unicamp-dl/mmarco). Feel free to contact us if you have any issues. Thanks for your quick updates. So, how can i get the fixed version, install from the source? 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assigneeslistelement events_url�� �&���&؍�6�(6https://api.github.com/users/yjernite/events{/privacy}7https://api.github.com/users/SBrandeis/events{/privacy}�,������&ž� 5�H assigneeslistelementreceived_events_url�� �&���&ܗ�6�(5https://api.github.com/users/yjernite/received_events6https://api.github.com/users/SBrandeis/received_events�,������&��� 5�H assigneeslistelementtype���&���&��6�(UserUser�,������&����%�H assigneeslistelement site_admin���&ȥ�<���(��������&��� 5�8commentslistelement�$�E�� &Η�&��6�(&‏⠀‏‏‏⠀‏‏‏⠀ ‏⠀ � > For dynamic datasets, i.e. datasets that evolve over time, we support custom configurations: they are configurations that are not part of the BUILDER_CONFIGS or in the dataset_infos.json > > I think this could be a nice addition for the youtube caption dataset in the future to be have a system of releases and be able to load the version we want easily. What do you think ? Thank you for the suggestion! This sounds great! I will take a look at the some datasets that do this, and would love to give it a try in the future, if I continue to grow the captions dataset in a meaningful way. Appreciate all the help on this. 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On the other hand `dataset_info.json` (without 's') is a cache file with the info of one specific configuration. 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6�(5https://github.com/huggingface/datasets/pull/99.patch4https://github.com/huggingface/datasets/pull/1.patch�,������&қ� 5�( pull_request merged_at� �6�.&�� &��� `��t�����xq���(`��t�����xq���,������&���  5�body� ޵@��&��� &Ɲ� 6�(� with nlp 0.4.0, the TensorFlow example in Overview.ipynb throws the following exceptions: --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) <ipython-input-5-48907f2ad433> in <module> ----> 1 features = {x: train_tf_dataset[x].to_tensor(default_value=0, shape=[None, tokenizer.max_len]) for x in columns[:3]} 2 labels = {"output_1": train_tf_dataset["start_positions"].to_tensor(default_value=0, shape=[None, 1])} 3 labels["output_2"] = train_tf_dataset["end_positions"].to_tensor(default_value=0, shape=[None, 1]) 4 tfdataset = tf.data.Dataset.from_tensor_slices((features, labels)).batch(8) <ipython-input-5-48907f2ad433> in <dictcomp>(.0) ----> 1 features = {x: train_tf_dataset[x].to_tensor(default_value=0, shape=[None, tokenizer.max_len]) for x in columns[:3]} 2 labels = {"output_1": train_tf_dataset["start_positions"].to_tensor(default_value=0, shape=[None, 1])} 3 labels["output_2"] = train_tf_dataset["end_positions"].to_tensor(default_value=0, shape=[None, 1]) 4 tfdataset = tf.data.Dataset.from_tensor_slices((features, labels)).batch(8) AttributeError: 'numpy.ndarray' object has no attribute 'to_tensor'��,������&���  5�( reactionsurl� ���Z&��� &Ȅ� 6�(Ehttps://api.github.com/repos/huggingface/datasets/issues/99/reactionsDhttps://api.github.com/repos/huggingface/datasets/issues/1/reactions�,������&��� 5�( reactions total_count� ��&��� &��� !����������������(!����������������,������&��� 5�( reactions+1� ��&��� &��� !����������������(!����������������,������&��� 5�( reactions-1� ��&��� &��� �����������������(�����������������,������&��� 5�( reactionslaugh� ��&��� &��� ����������������(����������������,������&��� 5�( reactionshooray� ��&��� 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= new Set(); // 只在导航栏区域查找和替换链接 const headerArea = document.querySelector('header') || document.querySelector('nav'); if (!headerArea) { return; } // 在导航区域内查找链接 const navLinks = headerArea.querySelectorAll('a'); navLinks.forEach(link => { // 如果已经替换过,跳过 if (replacedLinks.has(link)) return; const linkText = link.textContent.trim(); const linkHref = link.getAttribute('href') || ''; // 替换Spaces链接 - 仅替换一次 if ( (linkHref.includes('/spaces') || linkHref === '/spaces' || linkText === 'Spaces' || linkText.match(/^s*Spacess*$/i)) && linkText !== 'GitHub加速' && linkText !== 'GitHub加速' ) { link.textContent = 'GitHub加速'; link.href = 'https://githubproxy.cc'; link.setAttribute('target', '_blank'); link.setAttribute('rel', 'noopener noreferrer'); replacedLinks.add(link); } // 删除Posts链接 else if ( (linkHref.includes('/posts') || linkHref === '/posts' || linkText === 'Posts' || linkText.match(/^s*Postss*$/i)) ) { if (link.parentNode) { link.parentNode.removeChild(link); } replacedLinks.add(link); } // 替换Docs链接 - 仅替换一次 else if ( (linkHref.includes('/docs') || linkHref === '/docs' || linkText === 'Docs' || linkText.match(/^s*Docss*$/i)) && linkText !== 'Vibevoice' ) { link.textContent = 'Vibevoice'; link.href = 'https://vibevoice.info/'; replacedLinks.add(link); } // 替换Pricing链接 - 仅替换一次 else if ( (linkHref.includes('/pricing') || linkHref === '/pricing' || linkText === 'Pricing' || linkText.match(/^s*Pricings*$/i)) && linkText !== 'SoraWatermarkRemover' ) { link.textContent = 'SoraWatermarkRemover'; link.href = 'https://sora2watermarkremover.net/'; replacedLinks.add(link); } // 替换Enterprise链接 else if ( (linkHref.includes('/enterprise') || linkHref === '/enterprise' || linkText === 'Enterprise' || linkText.match(/^s*Enterprises*$/i)) && linkText !== 'VoxCPM' ) { link.textContent = 'VoxCPM'; link.href = 'https://voxcpm.net'; replacedLinks.add(link); } }); // 查找可能嵌套的Spaces和Posts文本 const textNodes = []; function findTextNodes(element) { if (element.nodeType === Node.TEXT_NODE) { const text = element.textContent.trim(); if (text === 'Spaces' || text === 'Posts' || text === 'Enterprise') { textNodes.push(element); } } else { for (const child of element.childNodes) { findTextNodes(child); } } } // 只在导航区域内查找文本节点 findTextNodes(headerArea); // 替换找到的文本节点 textNodes.forEach(node => { const text = node.textContent.trim(); if (text === 'Spaces') { node.textContent = node.textContent.replace(/Spaces/g, 'GitHub加速'); } else if (text === 'Posts') { // 删除Posts文本节点 if (node.parentNode) { node.parentNode.removeChild(node); } } else if (text === 'Enterprise') { // 删除Enterprise文本节点 if (node.parentNode) { node.parentNode.removeChild(node); } } }); // 标记已替换完成 window._navLinksReplaced = true; } // 替换代码区域中的域名 function replaceCodeDomains() { // 特别处理span.hljs-string和span.njs-string元素 document.querySelectorAll('span.hljs-string, span.njs-string, span[class*="hljs-string"], span[class*="njs-string"]').forEach(span => { if (span.textContent && span.textContent.includes('huggingface.co')) { span.textContent = span.textContent.replace(/huggingface.co/g, 'aifasthub.com'); } }); // 替换hljs-string类的span中的域名(移除多余的转义符号) document.querySelectorAll('span.hljs-string, span[class*="hljs-string"]').forEach(span => { if (span.textContent && span.textContent.includes('huggingface.co')) { span.textContent = span.textContent.replace(/huggingface.co/g, 'aifasthub.com'); } }); // 替换pre和code标签中包含git clone命令的域名 document.querySelectorAll('pre, code').forEach(element => { if (element.textContent && element.textContent.includes('git clone')) { const text = element.innerHTML; if (text.includes('huggingface.co')) { element.innerHTML = text.replace(/huggingface.co/g, 'aifasthub.com'); } } }); // 处理特定的命令行示例 document.querySelectorAll('pre, code').forEach(element => { const text = element.innerHTML; if (text.includes('huggingface.co')) { // 针对git clone命令的专门处理 if (text.includes('git clone') || text.includes('GIT_LFS_SKIP_SMUDGE=1')) { element.innerHTML = text.replace(/huggingface.co/g, 'aifasthub.com'); } } }); // 特别处理模型下载页面上的代码片段 document.querySelectorAll('.flex.border-t, .svelte_hydrator, .inline-block').forEach(container => { const content = container.innerHTML; if (content && content.includes('huggingface.co')) { container.innerHTML = content.replace(/huggingface.co/g, 'aifasthub.com'); } }); // 特别处理模型仓库克隆对话框中的代码片段 try { // 查找包含"Clone this model repository"标题的对话框 const cloneDialog = document.querySelector('.svelte_hydration_boundary, [data-target="MainHeader"]'); if (cloneDialog) { // 查找对话框中所有的代码片段和命令示例 const codeElements = cloneDialog.querySelectorAll('pre, code, span'); codeElements.forEach(element => { if (element.textContent && element.textContent.includes('huggingface.co')) { if (element.innerHTML.includes('huggingface.co')) { element.innerHTML = element.innerHTML.replace(/huggingface.co/g, 'aifasthub.com'); } else { element.textContent = element.textContent.replace(/huggingface.co/g, 'aifasthub.com'); } } }); } // 更精确地定位克隆命令中的域名 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Fix #5730.��,�6�($…h str like that of load_from_disk� Overview: The repository (huggingface/datasets-viewer) was recently archived and when I tried to run the code, there was the error message "AttributeError: module 'datasets.load' has no attribute 'prepare_module'". I could not resolve the issue myself due to lack of documentation of that attribute. Request: I kindly request the sharing of the code responsible for the dataset preview functionality or help with resolving the error. The dataset viewer on the Hugging Face website is incredibly useful since it is compatible with different types of inputs. It allows users to find datasets that meet their needs more efficiently. If needed, I am willing to contribute to the project by testing, documenting, and providing feedback on the dataset viewer code. Thank you for considering this request, and I look forward to your response.� 4���� � p�:������L�(��/l��g0#��B��������$�����F�.O�����N�  �`�$�� 4��D �T`�d��t�� � �$�`� (��B +�Ђ /�� 3�P� 7���;�Ѓ?�CQ�G ��K0фO@�SPQ�W`��[pх_�P� �� 0Ѐ@�PP�`��pЁ��#�P� '��� %��B .�C 2�@C 6܀C:��C>�DB ADF�DJ,�DN<ERLAEV\�EZl�E^|Fb�AFf��Fj��Fn�Gr�AGv܁Gz��G~�H � BH!��H"�,�H#�<I$�LBI%�\�I&�l�I'�|J(��BJ)���J*���J+��K,��BK-�܂K.���K/��L0� CL1��L2�,�L3�<M4�LCM5�\�M6�l�M7�|N8�CN9會N:��N;�O<��CO=�܃O>���O?��P@ DPA�PB -�PC=QDMDQE]�QFm�QG}RH"�DRI&��RJ*��RK.�SL2�DSM6݄SN:��SO>�TPB ETQF�TRJ-�TSN=UTRMEUUV]�UVZm�UW^}VXb�EVYf��VZj��V[n�W\r�EW]v݅W^z��W_~�X`� FXa��Xb�-�Xc�=Yd�MFYem�]�Yf�m�Yg�}Zh��FZi���Zj���Zk��[l��F[m�݆[n���[o��\p� G\q��\r�-�\s�=]t�MG]u�]�]v�m�]w�}^x�G^y杇^z��^{�_|��G_}�݇_~���_��`�H`��`� .�`�>a�NHa�^�a�n�a�~b�"�Hb�&��b�*��b�.�c�2�Hc�6ވc�:��c�>�d�BId�F�d�J.�d�N> e�RNIe�V^�e�Zn�e�^~ f�b�If�f��f�j��f�n� g�r�Ig�vމg�z��g�~� h��Jh���h��.�h��> i��NJi��^�i��n�i��~ j���Jj����j����j��� k���Jk��ފk����k��� l��Kl���l��.�l��> m��NKm��^�m��n�m��~ n��Kn�枋n���n�� o���Ko��ދo����o��� p�Lp��p� /�p�? q�OLq�_�q�o�q� r�"�Lr�&��r�*��r�.� s�2�Ls�6ߌs�:��s�>� 4&��� 5body��ߖ��@&��&ؚ�6�($…h str like that of load_from_disk� Overview: The repository (huggingface/datasets-viewer) was recently archived and when I tried to run the code, there was the error message "AttributeError: module 'datasets.load' has no attribute 'prepare_module'". I could not resolve the issue myself due to lack of documentation of that attribute. Request: I kindly request the sharing of the code responsible for the dataset preview functionality or help with resolving the error. The dataset viewer on the Hugging Face website is incredibly useful since it is compatible with different types of inputs. It allows users to find datasets that meet their needs more efficiently. If needed, I am willing to contribute to the project by testing, documenting, and providing feedback on the dataset viewer code. 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