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https://api.github.com/repos/huggingface/datasets/issues/4742
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1,317,260,663
I_kwDODunzps5Og813
4,742
Dummy data nowhere to be found
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[ "Hi @BramVanroy, thanks for reporting.\r\n\r\nFirst of all, please note that you do not need the dummy data: this was the case when we were adding datasets to the `datasets` library (on this GitHub repo), so that we could test the correct loading of all datasets with our CI. However, this is no longer the case for ...
2022-07-25T19:18:42
2022-11-04T14:04:24
2022-11-04T14:04:10
CONTRIBUTOR
null
null
null
null
## Describe the bug To finalize my dataset, I wanted to create dummy data as per the guide and I ran ```shell datasets-cli dummy_data datasets/hebban-reviews --auto_generate ``` where hebban-reviews is [this repo](https://huggingface.co/datasets/BramVanroy/hebban-reviews). And even though the scripts runs an...
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101 days, 18:45:28
https://api.github.com/repos/huggingface/datasets/issues/4737
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1,315,011,004
I_kwDODunzps5OYXm8
4,737
Download error on scene_parse_150
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[ "Hi! The server with the data seems to be down. I've reported this issue (https://github.com/CSAILVision/sceneparsing/issues/34) in the dataset repo. ", "The URL seems to work now, and therefore the script as well." ]
2022-07-22T13:28:28
2022-09-01T15:37:11
2022-09-01T15:37:11
NONE
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null
null
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``` from datasets import load_dataset dataset = load_dataset("scene_parse_150", "scene_parsing") FileNotFoundError: Couldn't find file at http://data.csail.mit.edu/places/ADEchallenge/ADEChallengeData2016.zip ```
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41 days, 2:08:43
https://api.github.com/repos/huggingface/datasets/issues/4736
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1,314,931,996
I_kwDODunzps5OYEUc
4,736
Dataset Viewer issue for deepklarity/huggingface-spaces-dataset
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[ "Thanks for reporting. You're right, workers were under-provisioned due to a manual error, and the job queue was full. It's fixed now." ]
2022-07-22T12:14:18
2022-07-22T13:46:38
2022-07-22T13:46:38
NONE
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### Link https://huggingface.co/datasets/deepklarity/huggingface-spaces-dataset/viewer/deepklarity--huggingface-spaces-dataset/train ### Description Hi Team, I'm getting the following error on a uploaded dataset. I'm getting the same status for a couple of hours now. The dataset size is `<1MB` and the format is cs...
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1:32:20
https://api.github.com/repos/huggingface/datasets/issues/4734
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1,314,495,382
I_kwDODunzps5OWZuW
4,734
Package rouge-score cannot be imported
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[ "We have added a comment on an existing issue opened in their repo: https://github.com/google-research/google-research/issues/1212#issuecomment-1192267130\r\n- https://github.com/google-research/google-research/issues/1212" ]
2022-07-22T07:15:05
2022-07-22T07:45:19
2022-07-22T07:45:18
MEMBER
null
null
null
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## Describe the bug After the today release of `rouge_score-0.0.7` it seems no longer importable. Our CI fails: https://github.com/huggingface/datasets/runs/7463218591?check_suite_focus=true ``` FAILED tests/test_dataset_common.py::LocalDatasetTest::test_builder_class_bigbench FAILED tests/test_dataset_common.py::L...
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0:30:13
https://api.github.com/repos/huggingface/datasets/issues/4733
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1,314,479,616
I_kwDODunzps5OWV4A
4,733
rouge metric
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[ "Fixed by:\r\n- #4735" ]
2022-07-22T07:06:51
2022-07-22T09:08:02
2022-07-22T09:05:35
NONE
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null
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## Describe the bug A clear and concise description of what the bug is. Loading Rouge metric gives error after latest rouge-score==0.0.7 release. Downgrading rougemetric==0.0.4 works fine. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug ``` ## Expected results A clear and concis...
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1:58:44
https://api.github.com/repos/huggingface/datasets/issues/4732
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4,732
Document better that loading a dataset passing its name does not use the local script
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[ "Thanks for the feedback!\r\n\r\nI think since this issue is closely related to loading, I can add a clearer explanation under [Load > local loading script](https://huggingface.co/docs/datasets/main/en/loading#local-loading-script).", "That makes sense but I think having a line about it under https://huggingface....
2022-07-22T06:07:31
2022-08-23T16:32:23
2022-08-23T16:32:23
MEMBER
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As reported by @TrentBrick here https://github.com/huggingface/datasets/issues/4725#issuecomment-1191858596, it could be more clear that loading a dataset by passing its name does not use the (modified) local script of it. What he did: - he installed `datasets` from source - he modified locally `datasets/the_pile/...
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32 days, 10:24:52
https://api.github.com/repos/huggingface/datasets/issues/4730
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1,313,421,263
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4,730
Loading imagenet-1k validation split takes much more RAM than expected
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[ "My bad, `482 * 418 * 50000 * 3 / 1000000 = 30221 MB` ( https://stackoverflow.com/a/42979315 ).\r\n\r\nMeanwhile `256 * 256 * 50000 * 3 / 1000000 = 9830 MB`. We are loading the non-cropped images and that is why we take so much RAM." ]
2022-07-21T15:14:06
2022-07-21T16:41:04
2022-07-21T16:41:04
CONTRIBUTOR
null
null
null
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## Describe the bug Loading into memory the validation split of imagenet-1k takes much more RAM than expected. Assuming ImageNet-1k is 150 GB, split is 50000 validation images and 1,281,167 train images, I would expect only about 6 GB loaded in RAM. ## Steps to reproduce the bug ```python from datasets import...
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4,728
load_dataset gives "403" error when using Financial Phrasebank
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[ "Hi @rohitvincent, thanks for reporting.\r\n\r\nUnfortunately I'm not able to reproduce your issue:\r\n```python\r\nIn [2]: from datasets import load_dataset, DownloadMode\r\n ...: load_dataset(path='financial_phrasebank',name='sentences_allagree', download_mode=\"force_redownload\")\r\nDownloading builder script...
2022-07-21T08:43:32
2022-08-04T08:32:35
2022-08-04T08:32:35
NONE
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I tried both codes below to download the financial phrasebank dataset (https://huggingface.co/datasets/financial_phrasebank) with the sentences_allagree subset. However, the code gives a 403 error when executed from multiple machines locally or on the cloud. ``` from datasets import load_dataset, DownloadMode load...
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13 days, 23:49:03
https://api.github.com/repos/huggingface/datasets/issues/4727
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1,312,645,391
I_kwDODunzps5OPWEP
4,727
Dataset Viewer issue for TheNoob3131/mosquito-data
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[ "The preview is working OK:\r\n\r\n![Screenshot from 2022-07-21 09-46-09](https://user-images.githubusercontent.com/8515462/180158929-bd8faad4-6392-4fc1-8d9c-df38aa9f8438.png)\r\n\r\n" ]
2022-07-21T05:24:48
2022-07-21T07:51:56
2022-07-21T07:45:01
NONE
null
null
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### Link https://huggingface.co/datasets/TheNoob3131/mosquito-data/viewer/TheNoob3131--mosquito-data/test ### Description Dataset preview not showing with large files. Says 'split cache is empty' even though there are train and test splits. ### Owner _No response_
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2:20:13
https://api.github.com/repos/huggingface/datasets/issues/4725
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1,311,907,096
I_kwDODunzps5OMh0Y
4,725
the_pile datasets URL broken.
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[ "Thanks for reporting, @TrentBrick. We are addressing the change with their data host server.\r\n\r\nOn the meantime, if you would like to work with your fixed local copy of the_pile script, you should use:\r\n```python\r\nload_dataset(\"path/to/your/local/the_pile/the_pile.py\",...\r\n```\r\ninstead of just `load_...
2022-07-20T20:57:30
2022-07-22T06:09:46
2022-07-21T07:38:19
NONE
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https://github.com/huggingface/datasets/pull/3627 changed the Eleuther AI Pile dataset URL from https://the-eye.eu/ to https://mystic.the-eye.eu/ but the latter is now broken and the former works again. Note that when I git clone the repo and use `pip install -e .` and then edit the URL back the codebase doesn't se...
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https://api.github.com/repos/huggingface/datasets/issues/4721
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1,310,253,552
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4,721
PyArrow Dataset error when calling `load_dataset`
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[ "Hi ! It looks like a bug in `pyarrow`. If you manage to end up with only one chunk per parquet file it should workaround this issue.\r\n\r\nTo achieve that you can try to lower the value of `max_shard_size` and also don't use `map` before `push_to_hub`.\r\n\r\nDo you have a minimum reproducible example that we can...
2022-07-20T01:16:03
2022-07-22T14:11:47
null
NONE
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## Describe the bug I am fine tuning a wav2vec2 model following the script here using my own dataset: https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py Loading my Audio dataset from the hub which was originally generated from disk results in th...
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1,309,980,195
I_kwDODunzps5OFLYj
4,720
Dataset Viewer issue for shamikbose89/lancaster_newsbooks
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[ "It seems like the list of splits could not be obtained:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"shamikbose89/lancaster_newsbooks\", \"default\")\r\nUsing custom data configuration default\r\nTraceback (most recent call last):\r\n File \"/home/slesage/h...
2022-07-19T20:00:07
2022-09-08T16:47:21
2022-09-08T16:47:21
NONE
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### Link https://huggingface.co/datasets/shamikbose89/lancaster_newsbooks ### Description Status code: 400 Exception: ValueError Message: Cannot seek streaming HTTP file I am able to use the dataset loading script locally and it also runs when I'm using the one from the hub, but the viewer sti...
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50 days, 20:47:14
https://api.github.com/repos/huggingface/datasets/issues/4719
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1,309,854,492
I_kwDODunzps5OEssc
4,719
Issue loading TheNoob3131/mosquito-data dataset
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[ "I am also getting a ValueError: 'Couldn't cast' at the bottom. Is this because of some delimiter issue? My dataset is on the Huggingface Hub. If you could look at it, that would be greatly appreciated.", "Hi @thenerd31, thanks for reporting.\r\n\r\nPlease note that your issue is not caused by the Hugging Face Da...
2022-07-19T17:47:37
2022-07-20T06:46:57
2022-07-20T06:46:02
NONE
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![image](https://user-images.githubusercontent.com/53668030/179815591-d75fa7d3-3122-485f-a852-b06a68909066.png) So my dataset is public in the Huggingface Hub, but when I try to load it using the load_dataset command, it shows that it is downloading the files, but throws a ValueError. When I went to my directory to ...
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12:58:25
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1,309,512,483
I_kwDODunzps5ODZMj
4,717
Dataset Viewer issue for LawalAfeez/englishreview-ds-mini
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[ "It's currently working, as far as I understand\r\n\r\nhttps://huggingface.co/datasets/LawalAfeez/englishreview-ds-mini/viewer/LawalAfeez--englishreview-ds-mini/train\r\n\r\n<img width=\"1556\" alt=\"Capture d’écran 2022-07-19 à 09 24 01\" src=\"https://user-images.githubusercontent.com/1676121/179761130-2d7980b9...
2022-07-19T13:19:39
2022-07-20T08:32:57
2022-07-20T08:32:57
NONE
null
null
null
null
### Link _No response_ ### Description Unable to view the split data ### Owner _No response_
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19:13:18
https://api.github.com/repos/huggingface/datasets/issues/4711
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1,309,138,570
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4,711
Document how to create a dataset loading script for audio/vision
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[ "I'm closing this issue as both the Audio and Image sections now have a \"Create dataset\" page that contains the info about writing the loading script version of a dataset." ]
2022-07-19T08:03:40
2023-07-25T16:07:52
2023-07-25T16:07:52
MEMBER
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Currently, in our docs for Audio/Vision/Text, we explain how to: - Load data - Process data However we only explain how to *Create a dataset loading script* for text data. I think it would be useful that we add the same for Audio/Vision as these have some specificities different from Text. See, for example: ...
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371 days, 8:04:12
https://api.github.com/repos/huggingface/datasets/issues/4709
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1,308,633,093
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4,709
WMT21 & WMT22
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[ "Hi ! That would be awesome to have them indeed, thanks for opening this issue\r\n\r\nI just added you to the WMT org on the HF Hub if you're interested in adding those datasets.\r\n\r\nFeel free to create a dataset repository for each dataset and upload the data files there :) preferably in ZIP archives instead of...
2022-07-18T21:05:33
2023-06-20T09:02:11
null
CONTRIBUTOR
null
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null
## Adding a Dataset - **Name:** WMT21 & WMT22 - **Description:** We are going to have three tracks: two small tasks and a large task. The small tracks evaluate translation between fairly related languages and English (all pairs). The large track uses 101 languages. - **Paper:** / - **Data:** https://statmt.org/wmt...
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4,707
Dataset Viewer issue for TheNoob3131/mosquito-data
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[ "Thanks for reporting. I refreshed the dataset viewer and it now works as expected.\r\n\r\nhttps://huggingface.co/datasets/TheNoob3131/mosquito-data\r\n\r\n<img width=\"1135\" alt=\"Capture d’écran 2022-07-18 à 13 15 22\" src=\"https://user-images.githubusercontent.com/1676121/179566497-e47f1a27-fd84-4a8d-9d7f-2e...
2022-07-18T17:07:19
2022-07-18T19:44:46
2022-07-18T17:15:50
NONE
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### Link _No response_ ### Description Getting this error when trying to view dataset preview: Message: 401, message='Unauthorized', url=URL('https://huggingface.co/datasets/TheNoob3131/mosquito-data/resolve/8aceebd6c4a359d216d10ef020868bd9e8c986dd/0_Africa_train.csv') ### Owner _No response_
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https://api.github.com/repos/huggingface/datasets/issues/4702
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4,702
Domain specific dataset discovery on the Hugging Face hub
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[ "Hi! I added a link to this issue in our internal request for adding keywords/topics to the Hub, which is identical to the `topic tags` solution. The `collections` solution seems too complex (as you point out). Regarding the `domain tags` solution, we primarily focus on machine learning, so I'm not sure if it's a g...
2022-07-18T11:14:03
2024-02-12T09:53:43
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MEMBER
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**Is your feature request related to a problem? Please describe.** ## The problem The datasets hub currently has `8,239` datasets. These datasets span a wide range of different modalities and tasks (currently with a bias towards textual data). There are various ways of identifying datasets that may be releva...
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4,697
Trouble with streaming frgfm/imagenette vision dataset with TAR archive
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[ "Hi @frgfm, thanks for reporting.\r\n\r\nAs the error message says, streaming mode is not supported out of the box when the dataset contains TAR archive files.\r\n\r\nTo make the dataset streamable, you have to use `dl_manager.iter_archive`.\r\n\r\nThere are several examples in other datasets, e.g. food101: https:/...
2022-07-18T02:51:09
2022-08-01T15:10:57
2022-08-01T15:10:57
NONE
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### Link https://huggingface.co/datasets/frgfm/imagenette ### Description Hello there :wave: Thanks for the amazing work you've done with HF Datasets! I've just started playing with it, and managed to upload my first dataset. But for the second one, I'm having trouble with the preview since there is some archive...
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14 days, 12:19:48
https://api.github.com/repos/huggingface/datasets/issues/4696
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I_kwDODunzps5N6gf7
4,696
Cannot load LinCE dataset
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[ "Hi @finiteautomata, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your issue:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n ...: dataset = load_dataset(\"lince\", \"ner_spaeng\")\r\nDownloading builder script: 20.8kB [00:00, 9.09MB/s] ...
2022-07-17T19:01:54
2022-07-18T09:20:40
2022-07-18T07:24:22
NONE
null
null
null
null
## Describe the bug Cannot load LinCE dataset due to a connection error ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("lince", "ner_spaeng") ``` A notebook with this code and corresponding error can be found at https://colab.research.google.com/drive/1...
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4,694
Distributed data parallel training for streaming datasets
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[ "Hi ! According to https://huggingface.co/docs/datasets/use_with_pytorch#stream-data you can use the pytorch DataLoader with `num_workers>0` to distribute the shards across your workers (it uses `torch.utils.data.get_worker_info()` to get the worker ID and select the right subsets of shards to use)\r\n\r\n<s> EDIT:...
2022-07-17T01:29:43
2023-04-26T18:21:09
null
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### Feature request Any documentations for the the `load_dataset(streaming=True)` for (multi-node multi-GPU) DDP training? ### Motivation Given a bunch of data files, it is expected to split them onto different GPUs. Is there a guide or documentation? ### Your contribution Does it requires manually spli...
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4,692
Unable to cast a column with `Image()` by using the `cast_column()` feature
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[ "Hi, thanks for reporting! A PR (https://github.com/huggingface/datasets/pull/4614) has already been opened to address this issue." ]
2022-07-15T22:56:03
2022-07-19T13:36:24
2022-07-19T13:36:24
NONE
null
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## Describe the bug A clear and concise description of what the bug is. When I create a dataset, then add a column to the created dataset through the `dataset.add_column` feature and then try to cast a column of the dataset (this column contains image paths) with `Image()` by using the `cast_column()` feature, I ge...
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3 days, 14:40:21
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4,691
Dataset Viewer issue for rajistics/indian_food_images
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[ "Hi, thanks for reporting. I triggered a refresh of the preview for this dataset, and it works now. I'm not sure what occurred.\r\n<img width=\"1019\" alt=\"Capture d’écran 2022-07-18 à 11 01 52\" src=\"https://user-images.githubusercontent.com/1676121/179541327-f62ecd5e-a18a-4d91-b316-9e2ebde77a28.png\">\r\n\r\n...
2022-07-15T19:03:15
2022-07-18T15:02:03
2022-07-18T15:02:03
NONE
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### Link https://huggingface.co/datasets/rajistics/indian_food_images/viewer/rajistics--indian_food_images/train ### Description I have a train/test split in my dataset <img width="410" alt="Screen Shot 2022-07-15 at 11 44 42 AM" src="https://user-images.githubusercontent.com/6808012/179293215-7b419ec3-3527-46f2-8...
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4,684
How to assign new values to Dataset?
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[ "Hi! One option is use `map` with a function that overwrites the labels (`dset = dset.map(lamba _: {\"label\": 0}, features=dset.features`)). Or you can use the `remove_column` + `add_column` combination (`dset = dset.remove_columns(\"label\").add_column(\"label\", [0]*len(data)).cast(dset.features)`, but note that...
2022-07-15T04:17:57
2023-03-20T15:50:41
2022-10-10T11:53:38
NONE
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![image](https://user-images.githubusercontent.com/37113676/179149159-bbbda0c8-a661-403c-87ed-dc2b4219cd68.png) Hi, if I want to change some values of the dataset, or add new columns to it, how can I do it? For example, I want to change all the labels of the SST2 dataset to `0`: ```python from datasets import l...
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87 days, 7:35:41
https://api.github.com/repos/huggingface/datasets/issues/4682
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1,304,788,215
I_kwDODunzps5NxXz3
4,682
weird issue/bug with columns (dataset iterable/stream mode)
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2022-07-14T13:26:47
2022-07-14T13:26:47
null
CONTRIBUTOR
null
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I have a dataset online (CloverSearch/cc-news-mutlilingual) that has a bunch of columns, two of which are "score_title_maintext" and "score_title_description". the original files are jsonl formatted. I was trying to iterate through via streaming mode and grab all "score_title_description" values, but I kept getting key...
null
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1,304,617,484
I_kwDODunzps5NwuIM
4,681
IndexError when loading ImageFolder
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[ "Hi, thanks for reporting! If there are no examples in ImageFolder, the `label` column is of type `ClassLabel(names=[])`, which leads to an error in [this line](https://github.com/huggingface/datasets/blob/c15b391942764152f6060b59921b09cacc5f22a6/src/datasets/arrow_writer.py#L387) as `asdict(info)` calls `Features(...
2022-07-14T10:57:55
2022-07-25T12:37:54
2022-07-25T12:37:54
NONE
null
null
null
null
## Describe the bug Loading an image dataset with `imagefolder` throws `IndexError: list index out of range` when the given folder contains a non-image file (like a csv). ## Steps to reproduce the bug Put a csv file in a folder with images and load it: ```python import datasets datasets.load_dataset("imagefold...
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11 days, 1:39:59
https://api.github.com/repos/huggingface/datasets/issues/4680
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1,304,534,770
I_kwDODunzps5NwZ7y
4,680
Dataset Viewer issue for codeparrot/xlcost-text-to-code
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[ "There seems to be an issue with the `C++-snippet-level` config:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"codeparrot/xlcost-text-to-code\", \"C++-snippet-level\")\r\nTraceback (most recent call last):\r\n File \"/home/slesage/hf/datasets-server/services/...
2022-07-14T09:45:50
2022-07-18T16:37:00
2022-07-18T16:04:36
NONE
null
null
null
null
### Link https://huggingface.co/datasets/codeparrot/xlcost-text-to-code ### Description Error ``` Server Error Status code: 400 Exception: TypeError Message: 'NoneType' object is not iterable ``` Before I did a minor change in the dataset script (removing some comments), the viewer was working but...
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4 days, 6:18:46
https://api.github.com/repos/huggingface/datasets/issues/4678
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1,303,741,432
I_kwDODunzps5NtYP4
4,678
Cant pass streaming dataset to dataloader after take()
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[ "Hi! Calling `take` on an iterable/streamable dataset makes it not possible to shard the dataset, which in turn disables multi-process loading (attempts to split the workload over the shards), so to go past this limitation, you can either use single-process loading in `DataLoader` (`num_workers=None`) or fetch the ...
2022-07-13T17:34:18
2022-07-14T13:07:21
null
NONE
null
null
null
null
## Describe the bug I am trying to pass a streaming version of c4 to a dataloader, but it can't be passed after I call `dataset.take(n)`. Some functions such as `shuffle()` can be applied without breaking the dataloader but not take. ## Steps to reproduce the bug ```python import datasets import torch dset = ...
null
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1,302,258,440
I_kwDODunzps5NnuMI
4,677
Random 400 Client Error when pushing dataset
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[ "did you ever fix this? I'm experiencing the same", "I am having the same issue. Even the simple example from the documentation gives me the 400 Error\r\n\r\n\r\n> from datasets import load_dataset\r\n> \r\n> dataset = load_dataset(\"stevhliu/demo\")\r\n> dataset.push_to_hub(\"processed_demo\")\r\n\r\n\r\n`reques...
2022-07-12T15:56:44
2023-02-07T13:54:10
2023-02-07T13:54:10
NONE
null
null
null
null
## Describe the bug When pushing a dataset, the client errors randomly with `Bad Request for url:...`. At the next call, a new parquet file is created for each shard. The client may fail at any random shard. ## Steps to reproduce the bug ```python dataset.push_to_hub("ORG/DATASET", private=True, branch="main") ...
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209 days, 21:57:26
https://api.github.com/repos/huggingface/datasets/issues/4676
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1,302,202,028
I_kwDODunzps5Nngas
4,676
Dataset.map gets stuck on _cast_to_python_objects
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[ "Are you able to reproduce this? My example is small enough that it should be easy to try.", "Hi! Thanks for reporting and providing a reproducible example. Indeed, by default, `datasets` performs an expensive cast on the values returned by `map` to convert them to one of the types supported by PyArrow (the under...
2022-07-12T15:09:58
2022-10-03T13:01:04
2022-10-03T13:01:03
NONE
null
null
null
null
## Describe the bug `Dataset.map`, when fed a Huggingface Tokenizer as its map func, can sometimes spend huge amounts of time doing casts. A minimal example follows. Not all usages suffer from this. For example, I profiled the preprocessor at https://github.com/huggingface/notebooks/blob/main/examples/question_an...
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82 days, 21:51:05
https://api.github.com/repos/huggingface/datasets/issues/4675
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1,302,193,649
I_kwDODunzps5NneXx
4,675
Unable to use dataset with PyTorch dataloader
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[ "Hi! `para_crawl` has a single column of type `Translation`, which stores translation dictionaries. These dictionaries can be stored in a NumPy array but not in a PyTorch tensor since PyTorch only supports numeric types. In `datasets`, the conversion to `torch` works as follows: \r\n1. convert PyArrow table to NumP...
2022-07-12T15:04:04
2022-07-14T14:17:46
null
NONE
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## Describe the bug When using `.with_format("torch")`, an arrow table is returned and I am unable to use it by passing it to a PyTorch DataLoader: please see the code below. ## Steps to reproduce the bug ```python from datasets import load_dataset from torch.utils.data import DataLoader ds = load_dataset( ...
null
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1,301,294,844
I_kwDODunzps5NkC78
4,674
Issue loading datasets -- pyarrow.lib has no attribute
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[ "Hi @margotwagner, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your bug: in an environment with datasets-2.3.2 and pyarrow-8.0.0, I can load the datasets without any problem:\r\n```python\r\n>>> ds = load_dataset(\"glue\", \"cola\")\r\n>>> ds\r\nDatasetDict({\r\n train: Dataset({\r\n ...
2022-07-11T22:10:44
2023-02-28T18:06:55
2023-02-28T18:06:55
NONE
null
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## Describe the bug I am trying to load sentiment analysis datasets from huggingface, but any dataset I try to use via load_dataset, I get the same error: `AttributeError: module 'pyarrow.lib' has no attribute 'IpcReadOptions'` ## Steps to reproduce the bug ```python dataset = load_dataset("glue", "cola") ``` ...
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231 days, 19:56:11
https://api.github.com/repos/huggingface/datasets/issues/4673
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1,301,010,331
I_kwDODunzps5Ni9eb
4,673
load_datasets on csv returns everything as a string
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[ "Hi @courtneysprouse, thanks for reporting.\r\n\r\nYes, you are right: by default the \"csv\" loader loads all columns as strings. \r\n\r\nYou could tweak this behavior by passing the `feature` argument to `load_dataset`, but it is also true that currently it is not possible to perform some kind of casts, due to la...
2022-07-11T17:30:24
2024-11-05T03:55:10
2022-07-12T13:33:08
NONE
null
null
null
null
## Describe the bug If you use: `conll_dataset.to_csv("ner_conll.csv")` It will create a csv file with all of your data as expected, however when you load it with: `conll_dataset = load_dataset("csv", data_files="ner_conll.csv")` everything is read in as a string. For example if I look at everything in 'n...
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20:02:44
https://api.github.com/repos/huggingface/datasets/issues/4671
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1,300,385,909
I_kwDODunzps5NglB1
4,671
Dataset Viewer issue for wmt16
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[ "Thanks for reporting, @lewtun.\r\n\r\n~We can't load the dataset locally, so I think this is an issue with the loading script (not the viewer).~\r\n\r\n We are investigating...", "Recently, there was a merged PR related to this dataset:\r\n- #4554\r\n\r\nWe are looking at this...", "Indeed, the above mentioned...
2022-07-11T08:34:11
2022-09-13T13:27:02
2022-09-08T08:16:06
MEMBER
null
null
null
null
### Link https://huggingface.co/datasets/wmt16 ### Description [Reported](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/12#62cb83f14c7f35284e796f9c) by a user of AutoTrain Evaluate. AFAIK this dataset was working 1-2 weeks ago, and I'm not sure how to interpret this error. ``` Status cod...
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58 days, 23:41:55
https://api.github.com/repos/huggingface/datasets/issues/4670
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1,299,984,246
I_kwDODunzps5NfC92
4,670
Can't extract files from `.7z` zipfile using `download_and_extract`
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[ "Hi @bhavitvyamalik, thanks for reporting.\r\n\r\nYes, currently we do not support 7zip archive compression: I think we should.\r\n\r\nAs a workaround, you could uncompress it explicitly, like done in e.g. `samsum` dataset: \r\n\r\nhttps://github.com/huggingface/datasets/blob/fedf891a08bfc77041d575fad6c26091bc0fce5...
2022-07-10T18:16:49
2022-07-15T13:02:07
2022-07-15T13:02:07
CONTRIBUTOR
null
null
null
null
## Describe the bug I'm adding a new dataset which is a `.7z` zip file in Google drive and contains 3 json files inside. I'm able to download the data files using `download_and_extract` but after downloading it throws this error: ``` >>> dataset = load_dataset("./datasets/mantis/") Using custom data configuration d...
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4 days, 18:45:18
https://api.github.com/repos/huggingface/datasets/issues/4669
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1,299,848,003
I_kwDODunzps5NehtD
4,669
loading oscar-corpus/OSCAR-2201 raises an error
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[ "I had to use the appropriate token for use_auth_token. Thank you." ]
2022-07-10T07:09:30
2022-07-11T09:27:49
2022-07-11T09:27:49
NONE
null
null
null
null
## Describe the bug load_dataset('oscar-2201', 'af') raises an error: Traceback (most recent call last): File "/usr/lib/python3.8/code.py", line 90, in runcode exec(code, self.locals) File "<input>", line 1, in <module> File "..python3.8/site-packages/datasets/load.py", line 1656, in load_dataset ...
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1 day, 2:18:19
https://api.github.com/repos/huggingface/datasets/issues/4668
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1,299,735,893
I_kwDODunzps5NeGVV
4,668
Dataset Viewer issue for hungnm/multilingual-amazon-review-sentiment-processed
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[ "It seems like a private dataset. The viewer is currently not supported on the private datasets." ]
2022-07-09T18:04:13
2022-07-11T07:47:47
2022-07-11T07:47:47
NONE
null
null
null
null
### Link https://huggingface.co/hungnm/multilingual-amazon-review-sentiment ### Description _No response_ ### Owner Yes
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1 day, 13:43:34
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I_kwDODunzps5NeGSX
4,667
Dataset Viewer issue for hungnm/multilingual-amazon-review-sentiment-processed
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2022-07-09T18:03:15
2022-07-11T07:47:15
2022-07-11T07:47:15
NONE
null
null
null
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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1 day, 13:44:00
https://api.github.com/repos/huggingface/datasets/issues/4666
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1,299,732,238
I_kwDODunzps5NeFcO
4,666
Issues with concatenating datasets
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[ "Hi! I agree we should improve the features equality checks to account for this particular case. However, your code fails due to `answer_start` having the dtype `int64` instead of `int32` after loading from JSON (it's not possible to embed type precision info into a JSON file; `save_to_disk` does that for arrow fil...
2022-07-09T17:45:14
2022-07-12T17:16:15
2022-07-12T17:16:14
NONE
null
null
null
null
## Describe the bug It is impossible to concatenate datasets if a feature is sequence of dict in one dataset and a dict of sequence in another. But based on the document, it should be automatically converted. > A [datasets.Sequence](https://huggingface.co/docs/datasets/v2.3.2/en/package_reference/main_classes#datas...
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2 days, 23:31:00
https://api.github.com/repos/huggingface/datasets/issues/4665
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1,299,652,638
I_kwDODunzps5NdyAe
4,665
Unable to create dataset having Python dataset script only
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[ "Hi @aleSuglia, thanks for reporting.\r\n\r\nWe are having a look at it. \r\n\r\nWe transfer this issue to the Community tab of the corresponding Hub dataset: https://huggingface.co/datasets/Heriot-WattUniversity/dialog-babi/discussions" ]
2022-07-09T11:45:46
2022-07-11T07:10:09
2022-07-11T07:10:01
CONTRIBUTOR
null
null
null
null
## Describe the bug Hi there, I'm trying to add the following dataset to Huggingface datasets: https://huggingface.co/datasets/Heriot-WattUniversity/dialog-babi/blob/ I'm trying to do so using the CLI commands but seems that this command generates the wrong `dataset_info.json` file (you can find it in the repo a...
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1 day, 19:24:15
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4,661
Concurrency bug when using same cache among several jobs
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open
false
null
[]
[ "I can confirm that if I run one job first that processes the dataset, then I can run any jobs in parallel with no problem (no write-concurrency anymore...). ", "Hi! That's weird. It seems like the error points to the `mkstemp` function, but the official docs state the following:\r\n```\r\nThere are no race condi...
2022-07-08T01:58:11
2025-04-10T13:21:23
null
NONE
null
null
null
null
## Describe the bug I used to see this bug with an older version of the datasets. It seems to persist. This is my concrete scenario: I launch several evaluation jobs on a cluster in which I share the file system and I share the cache directory used by huggingface libraries. The evaluation jobs read the same *.csv ...
null
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https://api.github.com/repos/huggingface/datasets
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1,297,001,390
I_kwDODunzps5NTquu
4,658
Transfer CI tests to GitHub Actions
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2022-07-07T08:10:50
2022-07-12T11:18:25
2022-07-12T11:18:25
MEMBER
null
null
null
null
Let's try CI tests using GitHub Actions to see if they are more stable than on CircleCI.
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5 days, 3:07:35
https://api.github.com/repos/huggingface/datasets/issues/4657
https://api.github.com/repos/huggingface/datasets
https://api.github.com/repos/huggingface/datasets/issues/4657/labels{/name}
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1,296,743,133
I_kwDODunzps5NSrrd
4,657
Add SQuAD2.0 Dataset
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closed
false
null
[]
[ "Hey, It's already present [here](https://huggingface.co/datasets/squad_v2) ", "Hi! This dataset is indeed already available on the Hub. Closing." ]
2022-07-07T03:19:36
2022-07-12T16:14:52
2022-07-12T16:14:52
NONE
null
null
null
null
## Adding a Dataset - **Name:** *SQuAD2.0* - **Description:** *Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading ...
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false
5 days, 12:55:16
https://api.github.com/repos/huggingface/datasets/issues/4656
https://api.github.com/repos/huggingface/datasets
https://api.github.com/repos/huggingface/datasets/issues/4656/labels{/name}
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1,296,740,266
I_kwDODunzps5NSq-q
4,656
Add Amazon-QA Dataset
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closed
false
null
[]
[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/Amazon-QA)." ]
2022-07-07T03:15:11
2022-07-14T02:20:12
2022-07-14T02:20:12
NONE
null
null
null
null
## Adding a Dataset - **Name:** *Amazon-QA* - **Description:** *The dataset is .jsonl format, where each line in the file is a json string that corresponds to a question, existing answers to the question and the extracted review snippets (relevant to the question).* - **Paper:** *https://github.com/amazonqa/amazonqa...
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6 days, 23:05:01
https://api.github.com/repos/huggingface/datasets/issues/4655
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1,296,720,896
I_kwDODunzps5NSmQA
4,655
Simple Wikipedia
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closed
false
null
[]
[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/simple-wiki)." ]
2022-07-07T02:51:26
2022-07-14T02:16:33
2022-07-14T02:16:33
NONE
null
null
null
null
## Adding a Dataset - **Name:** *Simple Wikipedia* - **Description:** *Two different versions of the data set now exist. Both were generated by aligning Simple English Wikipedia and English Wikipedia. A complete description of the extraction process can be found in "Simple English Wikipedia: A New Simplification Task...
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6 days, 23:25:07
https://api.github.com/repos/huggingface/datasets/issues/4654
https://api.github.com/repos/huggingface/datasets
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1,296,716,119
I_kwDODunzps5NSlFX
4,654
Add Quora Question Triplets Dataset
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closed
false
null
[]
[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/QQP_triplets)." ]
2022-07-07T02:43:42
2022-07-14T02:13:50
2022-07-14T02:13:50
NONE
null
null
null
null
## Adding a Dataset - **Name:** *Quora Question Triplets* - **Description:** *This dataset consists of over 400,000 lines of potential question duplicate pairs. Each line contains IDs for each question in the pair, the full text for each question, and a binary value that indicates whether the line truly contains a du...
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6 days, 23:30:08
https://api.github.com/repos/huggingface/datasets/issues/4653
https://api.github.com/repos/huggingface/datasets
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1,296,702,834
I_kwDODunzps5NSh1y
4,653
Add Altlex dataset
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closed
false
null
[]
[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/altlex)." ]
2022-07-07T02:23:02
2022-07-14T02:12:39
2022-07-14T02:12:39
NONE
null
null
null
null
## Adding a Dataset - **Name:** *Altlex* - **Description:** *Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles.”* - **Paper:** *https://aclanthology.org/P16-1135.pdf* - **Data:** *https://huggingface.co/datasets/sentence-transformers/embed...
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6 days, 23:49:37
https://api.github.com/repos/huggingface/datasets/issues/4652
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1,296,697,498
I_kwDODunzps5NSgia
4,652
Add Sentence Compression Dataset
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closed
false
null
[]
[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/sentence-compression)." ]
2022-07-07T02:13:46
2022-07-14T02:11:48
2022-07-14T02:11:48
NONE
null
null
null
null
## Adding a Dataset - **Name:** *Sentence Compression* - **Description:** *Large corpus of uncompressed and compressed sentences from news articles.* - **Paper:** *https://www.aclweb.org/anthology/D13-1155/* - **Data:** *https://github.com/google-research-datasets/sentence-compression/tree/master/data* - **Motivat...
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6 days, 23:58:02
https://api.github.com/repos/huggingface/datasets/issues/4651
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1,296,689,414
I_kwDODunzps5NSekG
4,651
Add Flickr 30k Dataset
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closed
false
null
[]
[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/flickr30k-captions)." ]
2022-07-07T01:59:08
2022-07-14T02:09:45
2022-07-14T02:09:45
NONE
null
null
null
null
## Adding a Dataset - **Name:** *Flickr 30k* - **Description:** *To produce the denotation graph, we have created an image caption corpus consisting of 158,915 crowd-sourced captions describing 31,783 images. This is an extension of our previous Flickr 8k Dataset. The new images and captions focus on people involved ...
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7 days, 0:10:37
https://api.github.com/repos/huggingface/datasets/issues/4650
https://api.github.com/repos/huggingface/datasets
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1,296,680,037
I_kwDODunzps5NScRl
4,650
Add SPECTER dataset
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false
null
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[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/SPECTER)" ]
2022-07-07T01:41:32
2022-07-14T02:07:49
null
NONE
null
null
null
null
## Adding a Dataset - **Name:** *SPECTER* - **Description:** *SPECTER: Document-level Representation Learning using Citation-informed Transformers* - **Paper:** *https://doi.org/10.18653/v1/2020.acl-main.207* - **Data:** *https://huggingface.co/datasets/sentence-transformers/embedding-training-data/resolve/main/spe...
null
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4,649
Add PAQ dataset
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[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/PAQ_pairs)" ]
2022-07-07T01:29:42
2022-07-14T02:06:27
2022-07-14T02:06:27
NONE
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## Adding a Dataset - **Name:** *PAQ* - **Description:** *This repository contains code and models to support the research paper PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them* - **Paper:** *https://arxiv.org/abs/2102.07033* - **Data:** *https://huggingface.co/datasets/sentence-transformers/...
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4,648
Add WikiAnswers dataset
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[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/WikiAnswers)" ]
2022-07-07T01:06:37
2022-07-14T02:03:40
2022-07-14T02:03:40
NONE
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## Adding a Dataset - **Name:** *WikiAnswers* - **Description:** *The WikiAnswers corpus contains clusters of questions tagged by WikiAnswers users as paraphrases. Each cluster optionally contains an answer provided by WikiAnswers users.* - **Paper:** *https://dl.acm.org/doi/10.1145/2623330.2623677* - **Data:** *ht...
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7 days, 0:57:03
https://api.github.com/repos/huggingface/datasets/issues/4647
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4,647
Add Reddit dataset
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2022-07-06T19:49:18
2022-07-06T19:49:18
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## Adding a Dataset - **Name:** *Reddit comments (2015-2018)* - **Description:** *Reddit is an American social news aggregation website, where users can post links, and take part in discussions on these posts. These threaded discussions provide a large corpus, which is converted into a conversational dataset using th...
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Streaming issue for ccdv/pubmed-summarization
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[ "Thanks for reporting @lewtun.\r\n\r\nI confirm there is an issue with streaming: it does not stream locally. ", "Oh, after investigation, the source of the issue is in the Hub dataset loading script.\r\n\r\nI'm opening a PR on the Hub dataset.", "I've opened a PR on their Hub dataset to support streaming: http...
2022-07-06T12:13:07
2022-07-06T14:17:34
2022-07-06T14:17:34
MEMBER
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### Link https://huggingface.co/datasets/ccdv/pubmed-summarization ### Description This was reported by a [user of AutoTrain Evaluate](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/7). It seems like streaming doesn't work due to the way the dataset loading script is defined? ``` Status c...
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Dataset Viewer issue for kmfoda/booksum
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[ "Thanks for reporting, @lewtun.\r\n\r\nIt works locally in streaming mode:\r\n```\r\n{'bid': 27681,\r\n 'is_aggregate': True,\r\n 'source': 'cliffnotes',\r\n 'chapter_path': 'all_chapterized_books/27681-chapters/chapters_1_to_2.txt',\r\n 'summary_path': 'finished_summaries/cliffnotes/The Last of the Mohicans/sectio...
2022-07-06T10:38:16
2022-07-06T13:25:28
2022-07-06T11:58:06
MEMBER
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### Link https://huggingface.co/datasets/kmfoda/booksum ### Description A [user of AutoTrain Evaluate](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/9) discovered this dataset cannot be streamed due to: ``` Status code: 400 Exception: ClientResponseError Message: 401, messa...
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Add HaGRID -- HAnd Gesture Recognition Image Dataset
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2022-07-06T07:41:32
2022-07-06T07:41:32
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CONTRIBUTOR
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## Adding a Dataset - **Name:** HaGRID -- HAnd Gesture Recognition Image Dataset - **Description:** We introduce a large image dataset HaGRID (HAnd Gesture Recognition Image Dataset) for hand gesture recognition (HGR) systems. You can use it for image classification or image detection tasks. Proposed dataset allows t...
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The "all" split breaks streaming
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[ "Thanks for reporting @cakiki.\r\n\r\nYes, this is a bug. We are investigating it.", "@albertvillanova Nice! Let me know if it's something I can fix my self; would love to contribtue!", "@cakiki I was working on this but if you would like to contribute, go ahead. I will close my PR. ;)\r\n\r\nFor the moment I j...
2022-07-05T21:56:49
2022-07-15T13:59:30
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CONTRIBUTOR
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## Describe the bug Not sure if this is a bug or just the way streaming works, but setting `streaming=True` did not work when setting `split="all"` ## Steps to reproduce the bug The following works: ```python ds = load_dataset('super_glue', 'wsc.fixed', split='all') ``` The following throws `ValueError: Bad ...
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Add info in docs about behavior of download_config.num_proc
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2022-07-05T17:01:00
2022-07-28T10:40:32
2022-07-28T10:40:32
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** I went to override `download_config.num_proc` and was confused about what was happening under the hood. It would be nice to have the behavior documented a bit better so folks know what's happening when they use it. **Describe the solution you'd li...
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22 days, 17:39:32
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Dataset Viewer issue for vadis/sv-ident
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[ "Thanks for reporting, @e-tornike \r\n\r\nSome context:\r\n- #4527 \r\n\r\nThe dataset loads locally in streaming mode:\r\n```python\r\nIn [2]: from datasets import load_dataset; ds = load_dataset(\"vadis/sv-ident\", split=\"validation\", streaming=True); item = next(iter(ds)); item\r\nUsing custom data configurati...
2022-07-05T15:48:13
2022-07-06T07:13:33
2022-07-06T07:12:14
NONE
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### Link https://huggingface.co/datasets/vadis/sv-ident/viewer/default/validation ### Description Error message when loading validation split in the viewer: ``` Status code: 400 Exception: Status400Error Message: The split cache is empty. ``` ### Owner _No response_
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15:24:01
https://api.github.com/repos/huggingface/datasets/issues/4634
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1,294,405,251
I_kwDODunzps5NJw6D
4,634
Can't load the Hausa audio dataset
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[ "Could you provide the error details. It is difficult to debug otherwise. Also try other config. `ha` is not a valid." ]
2022-07-05T14:47:36
2022-09-13T14:07:32
2022-09-13T14:07:32
NONE
null
null
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common_voice_train = load_dataset("common_voice", "ha", split="train+validation")
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69 days, 23:19:56
https://api.github.com/repos/huggingface/datasets/issues/4632
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1,294,166,880
I_kwDODunzps5NI2tg
4,632
'sort' method sorts one column only
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[ "Hi ! `ds.sort()` does sort the full dataset, not just one column:\r\n```python\r\nfrom datasets import *\r\n\r\nds = Dataset.from_dict({\"foo\": [3, 2, 1], \"bar\": [\"c\", \"b\", \"a\"]})\r\nprint(d.sort(\"foo\").to_pandas()\r\n# foo bar\r\n# 0 1 a\r\n# 1 2 b\r\n# 2 3 c\r\n```\r\n\r\nWhat made y...
2022-07-05T11:25:26
2023-07-25T15:04:27
2023-07-25T15:04:27
NONE
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The 'sort' method changes the order of one column only (the one defined by the argument 'column'), thus creating a mismatch between a sample fields. I would expect it to change the order of the samples as a whole, based on the 'column' order.
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385 days, 3:39:01
https://api.github.com/repos/huggingface/datasets/issues/4629
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1,293,418,800
I_kwDODunzps5NGAEw
4,629
Rename repo default branch to main
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2022-07-04T17:16:10
2022-07-06T15:49:57
2022-07-06T15:49:57
MEMBER
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Rename repository default branch to `main` (instead of current `master`). Once renamed, users will have to manually update their local repos: - [ ] Upstream: ``` git branch -m master main git fetch upstream main git branch -u upstream/main main git remote set-head upstream -a ``` - [ ] Origin...
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1 day, 22:33:47
https://api.github.com/repos/huggingface/datasets/issues/4626
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1,293,256,269
I_kwDODunzps5NFYZN
4,626
Add non-commercial licensing info for datasets for which we removed tags
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[ "yep plus `license_details` also makes sense for this IMO" ]
2022-07-04T14:32:43
2022-07-08T14:27:29
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MEMBER
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We removed several YAML tags saying that certain datasets can't be used for commercial purposes: https://github.com/huggingface/datasets/pull/4613#discussion_r911919753 Reason for this is that we only allow tags that are part of our [supported list of licenses](https://github.com/huggingface/datasets/blob/84fc3ad73c...
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1,293,042,894
I_kwDODunzps5NEkTO
4,623
Loading MNIST as Pytorch Dataset
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[ "Hi ! We haven't implemented the conversion from images data to PyTorch tensors yet I think\r\n\r\ncc @mariosasko ", "So I understand:\r\n\r\nset_format() does not properly do the conversion to pytorch tensors from PIL images.\r\n\r\nSo that someone who stumbles on this can use the package:\r\n\r\n```python\r\nda...
2022-07-04T11:33:10
2022-07-04T14:40:50
null
NONE
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## Describe the bug Conversion of MNIST dataset to pytorch fails with bug ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("mnist", split="train") dataset.set_format('torch') dataset[0] print() ``` ## Expected results Expect to see torch tensors image and l...
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1,293,030,128
I_kwDODunzps5NEhLw
4,621
ImageFolder raises an error with parameters drop_metadata=True and drop_labels=False when metadata.jsonl is present
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2022-07-04T11:21:44
2022-07-15T14:24:24
2022-07-15T14:24:24
CONTRIBUTOR
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## Describe the bug If you pass `drop_metadata=True` and `drop_labels=False` when a `data_dir` contains at least one `matadata.jsonl` file, you will get a KeyError. This is probably not a very useful case but we shouldn't get an error anyway. Asking users to move metadata files manually outside `data_dir` or pass fe...
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11 days, 3:02:40
https://api.github.com/repos/huggingface/datasets/issues/4620
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1,292,797,878
I_kwDODunzps5NDoe2
4,620
Data type is not recognized when using datetime.time
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[ "cc @mariosasko ", "Hi, thanks for reporting! I'm investigating the issue." ]
2022-07-04T08:13:38
2022-07-07T13:57:11
2022-07-07T13:57:11
COLLABORATOR
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## Describe the bug Creating a dataset from a pandas dataframe with `datetime.time` format generates an error. ## Steps to reproduce the bug ```python import pandas as pd from datetime import time from datasets import Dataset df = pd.DataFrame({"feature_name": [time(1, 1, 1)]}) dataset = Dataset.from_pandas...
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3 days, 5:43:33
https://api.github.com/repos/huggingface/datasets/issues/4619
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1,292,107,275
I_kwDODunzps5NA_4L
4,619
np arrays get turned into native lists
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[ "If you add the line `dataset2.set_format('np')` before calling `dataset2[0]['tmp']` it should return `np.ndarray`.\r\nI believe internally it will not store it as a list, it is only returning a list when you index it.\r\n\r\n```\r\nIn [1]: import datasets, numpy as np\r\nIn [2]: dataset = datasets.load_dataset(\"g...
2022-07-02T17:54:57
2022-07-03T20:27:07
null
NONE
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## Describe the bug When attaching an `np.array` field, it seems that it automatically gets turned into a list (see below). Why is this happening? Could it lose precision? Is there a way to make sure this doesn't happen? ## Steps to reproduce the bug ```python >>> import datasets, numpy as np >>> dataset = datas...
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https://api.github.com/repos/huggingface/datasets/issues/4618
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1,292,078,225
I_kwDODunzps5NA4yR
4,618
contribute data loading for object detection datasets with yolo data format
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[ "Hi! The `imagefolder` script is already quite complex, so a standalone script sounds better. Also, I suggest we create an org on the Hub (e.g. `hf-loaders`) and store such scripts there for easier maintenance rather than having them as packaged modules (IMO only very generic loaders should be packaged). WDYT @lhoe...
2022-07-02T15:21:59
2022-07-21T14:10:44
null
NONE
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**Is your feature request related to a problem? Please describe.** At the moment, HF datasets loads [image classification datasets](https://huggingface.co/docs/datasets/image_process) out-of-the-box. There could be a data loader for loading standard object detection datasets ([original discussion here](https://hugging...
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1,290,984,660
I_kwDODunzps5M8tzU
4,612
Release 2.3.0 broke custom iterable datasets
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[ "Apparently, `fsspec` does not allow access to attribute-based modules anymore, such as `fsspec.async`.\r\n\r\nHowever, this is a fairly simple fix:\r\n- Change the import to: `from fsspec import asyn`;\r\n- Change line 18 to: `asyn.iothread[0] = None`;\r\n- Change line 19 to `asyn.loop[0] = None`.", "Hi! I think...
2022-07-01T06:46:07
2022-07-05T15:08:21
2022-07-05T15:08:21
NONE
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## Describe the bug Trying to iterate examples from custom iterable dataset fails to bug introduced in `torch_iterable_dataset.py` since the release of 2.3.0. ## Steps to reproduce the bug ```python next(iter(custom_iterable_dataset)) ``` ## Expected results `next(iter(custom_iterable_dataset))` should retu...
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4 days, 8:22:14
https://api.github.com/repos/huggingface/datasets/issues/4610
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1,290,603,827
I_kwDODunzps5M7Q0z
4,610
codeparrot/github-code failing to load
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[ "I believe the issue is in `codeparrot/github-code`. `base_path` param is missing - https://huggingface.co/datasets/codeparrot/github-code/blob/main/github-code.py#L169\r\n\r\nFunction definition has changed.\r\nhttps://github.com/huggingface/datasets/blob/0e1c629cfb9f9ba124537ba294a0ec451584da5f/src/datasets/data_...
2022-06-30T20:24:48
2022-07-05T14:24:13
2022-07-05T09:19:56
NONE
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## Describe the bug codeparrot/github-code fails to load with a `TypeError: get_patterns_in_dataset_repository() missing 1 required positional argument: 'base_path'` ## Steps to reproduce the bug ```python from datasets import load_dataset ``` ## Expected results loaded dataset object ## Actual results `...
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4 days, 12:55:08
https://api.github.com/repos/huggingface/datasets/issues/4609
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1,290,392,083
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4,609
librispeech dataset has to download whole subset when specifing the split to use
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[ "Hi! You can use streaming to fetch only a subset of the data:\r\n```python\r\nraw_dataset = load_dataset(\"librispeech_asr\", \"clean\", split=\"train.100\", streaming=True)\r\n```\r\nAlso, we plan to make it possible to download a particular split in the non-streaming mode, but this task is not easy due to how ou...
2022-06-30T16:38:24
2022-07-12T21:44:32
2022-07-12T21:44:32
NONE
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## Describe the bug librispeech dataset has to download whole subset when specifing the split to use ## Steps to reproduce the bug see below # Sample code to reproduce the bug ``` !pip install datasets from datasets import load_dataset raw_dataset = load_dataset("librispeech_asr", "clean", split="train.100") ...
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12 days, 5:06:08
https://api.github.com/repos/huggingface/datasets/issues/4606
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1,290,083,534
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4,606
evaluation result changes after `datasets` version change
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[ "Hi! The GH/no-namespace datasets versioning is synced with the version of the `datasets` lib, which means that the `wikiann` script was modified between the two compared versions. In this scenario, you can ensure reproducibility by pinning the script version, which is done by passing `revision=\"x.y.z\"` (e.g. `re...
2022-06-30T12:43:26
2023-07-25T15:05:26
2023-07-25T15:05:26
NONE
null
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## Describe the bug evaluation result changes after `datasets` version change ## Steps to reproduce the bug 1. Train a model on WikiAnn 2. reload the ckpt -> test accuracy becomes same as eval accuracy 3. such behavior is gone after downgrading `datasets` https://colab.research.google.com/drive/1kYz7-aZRGdaya...
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390 days, 2:22:00
https://api.github.com/repos/huggingface/datasets/issues/4605
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4,605
Dataset Viewer issue for boris/gis_filtered
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[ "Yes, this dataset is \"gated\": you first have to go to https://huggingface.co/datasets/boris/gis_filtered and click \"Access repository\" (if you accept to share your contact information with the repository authors).", "I already did that, it returns error when using streaming", "Oh, sorry, I misread. Looking...
2022-06-30T12:23:34
2022-07-06T12:34:19
2022-07-06T12:34:19
NONE
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### Link https://huggingface.co/datasets/boris/gis_filtered/viewer/boris--gis_filtered/train ### Description When I try to access this from the website I get this error: Status code: 400 Exception: ClientResponseError Message: 401, message='Unauthorized', url=URL('https://huggingface.co/datase...
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6 days, 0:10:45
https://api.github.com/repos/huggingface/datasets/issues/4603
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4,603
CI fails recurrently and randomly on Windows
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2022-06-30T10:59:58
2022-06-30T13:22:25
2022-06-30T13:22:25
MEMBER
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As reported by @lhoestq, The windows CI is currently flaky: some dependencies like `aiobotocore`, `multiprocess` and `seqeval` sometimes fail to install. In particular it seems that building the wheels fail. Here is an example of logs: ``` Building wheel for seqeval (setup.py): started Running command 'C:\to...
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2:22:27
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4,597
Streaming issue for financial_phrasebank
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[ "cc @huggingface/datasets: it seems like https://www.researchgate.net/ is flaky for datasets hosting (I put the \"hosted-on-google-drive\" tag since it's the same kind of issue I think)", "Let's see if their license allows hosting their data on the Hub.", "License is Creative Commons Attribution-NonCommercial-S...
2022-06-29T12:45:43
2022-07-01T09:29:36
2022-07-01T09:29:36
MEMBER
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### Link https://huggingface.co/datasets/financial_phrasebank/viewer/sentences_allagree/train ### Description As reported by a community member using [AutoTrain Evaluate](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/5#62bc217436d0e5d316a768f0), there seems to be a problem streaming this dat...
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1 day, 20:43:53
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Dataset Viewer issue for universal_dependencies
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[ "Thanks, looking at it!", "Finally fixed! We updated the dataset viewer and it fixed the issue.\r\n\r\nhttps://huggingface.co/datasets/universal_dependencies/viewer/aqz_tudet/train\r\n\r\n<img width=\"1561\" alt=\"Capture d’écran 2022-09-07 à 13 29 18\" src=\"https://user-images.githubusercontent.com/1676121/18...
2022-06-29T08:50:29
2022-09-07T11:29:28
2022-09-07T11:29:27
NONE
null
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null
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### Link https://huggingface.co/datasets/universal_dependencies ### Description invalid json response body at https://datasets-server.huggingface.co/splits?dataset=universal_dependencies reason: Unexpected token I in JSON at position 0 ### Owner _No response_
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70 days, 2:38:58
https://api.github.com/repos/huggingface/datasets/issues/4595
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4,595
Dataset Viewer issue with False positive PII redaction
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[ "The value is in the data, it's not an issue with the \"dataset-viewer\".\r\n\r\n<img width=\"1161\" alt=\"Capture d’écran 2022-06-29 à 10 25 51\" src=\"https://user-images.githubusercontent.com/1676121/176389325-4d2a9a7f-1583-45b8-aa7a-960ffaa6a36a.png\">\r\n\r\n Maybe open a PR: https://huggingface.co/datasets/...
2022-06-29T07:15:57
2022-06-29T08:29:41
2022-06-29T08:27:49
CONTRIBUTOR
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### Link https://huggingface.co/datasets/cakiki/rosetta-code ### Description Hello, I just noticed an entry being redacted that shouldn't have been: `RootMeanSquare@Range[10]` is being displayed as `[email protected][10]` ### Owner _No response_
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4,594
load_from_disk suggests incorrect fix when used to load DatasetDict
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2022-06-29T01:40:01
2022-06-29T04:03:44
2022-06-29T04:03:44
NONE
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Edit: Please feel free to remove this issue. The problem was not the error message but the fact that the DatasetDict.load_from_disk does not support loading nested splits, i.e. if one of the splits is itself a DatasetDict. If nesting splits is an antipattern, perhaps the load_from_disk function can throw a warning indi...
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Issue with jalFaizy/detect_chess_pieces when running datasets-cli test
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[ "Hi @faizankshaikh\r\n\r\nPlease note that we have recently launched the Community feature, specifically targeted to create Discussions (about issues/questions/asking-for-help) on each Dataset on the Hub:\r\n- Blog post: https://huggingface.co/blog/community-update\r\n- Docs: https://huggingface.co/docs/hub/reposit...
2022-06-29T00:15:54
2022-06-29T10:30:03
2022-06-29T07:49:27
NONE
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### Link https://huggingface.co/datasets/jalFaizy/detect_chess_pieces ### Description I am trying to write a appropriate data loader for [a custom dataset](https://huggingface.co/datasets/jalFaizy/detect_chess_pieces) using [this script](https://huggingface.co/datasets/jalFaizy/detect_chess_pieces/blob/main/detect_c...
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7:33:33
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Can't push Images to hub with manual Dataset
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[ "Hi, thanks for reporting! This issue stems from the changes introduced in https://github.com/huggingface/datasets/pull/4282 (cc @lhoestq), in which list casts are ignored if they don't change the list type (required to preserve `null` values). And `push_to_hub` does a special cast to embed external image files but...
2022-06-29T00:01:23
2022-07-08T12:01:36
2022-07-08T12:01:35
CONTRIBUTOR
null
null
null
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## Describe the bug If I create a dataset including an 'Image' feature manually, when pushing to hub decoded images are not pushed, instead it looks for image where image local path is/used to be. This doesn't (at least didn't used to) happen with imagefolder. I want to build dataset manually because it is compli...
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9 days, 12:00:12
https://api.github.com/repos/huggingface/datasets/issues/4589
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Permission denied: '/home/.cache' when load_dataset with local script
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2022-06-28T16:26:03
2022-06-29T06:26:28
2022-06-29T06:25:08
NONE
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Dataset Viewer issue for pn_summary
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[ "linked to https://github.com/huggingface/datasets/issues/4580#issuecomment-1168373066?", "Note that I refreshed twice this dataset, and I still have (another) error on one of the splits\r\n\r\n```\r\nStatus code: 400\r\nException: ClientResponseError\r\nMessage: 403, message='Forbidden', url=URL('htt...
2022-06-27T20:56:12
2022-06-28T14:42:03
2022-06-28T14:42:03
MEMBER
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### Link https://huggingface.co/datasets/pn_summary/viewer/1.0.0/validation ### Description Getting an index error on the `validation` and `test` splits: ``` Server error Status code: 400 Exception: IndexError Message: list index out of range ``` ### Owner No
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Dataset Viewer issue for multi_news
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[ "Thanks for reporting, @lewtun.\r\n\r\nI forced the refreshing of the preview and it worked OK for train and validation splits.\r\n\r\nI guess the error has to do with the data files being hosted at Google Drive: this gives errors when requested automatically using scripts.\r\nWe should host them to fix the error. ...
2022-06-27T20:25:25
2022-06-28T14:08:48
2022-06-28T14:08:48
MEMBER
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### Link https://huggingface.co/datasets/multi_news ### Description Not sure what the index error is referring to here: ``` Status code: 400 Exception: IndexError Message: list index out of range ``` ### Owner No
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4,578
[Multi Configs] Use directories to differentiate between subsets/configurations
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[ "I want to be able to create folders in a model.", "How to set new split names, instead of train/test/validation? For example, I have a local dataset, consists of several subsets, named \"A\", \"B\", and \"C\". How can I create a huggingface dataset, with splits A/B/C ?\r\n\r\nThe document in https://huggingface....
2022-06-27T16:55:11
2023-06-14T15:43:05
null
MEMBER
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Currently to define several subsets/configurations of your dataset, you need to use a dataset script. However it would be nice to have a no-code way to to this. For example we could specify different configurations of a dataset (for example, if a dataset contains different languages) with one directory per confi...
null
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I_kwDODunzps5Mnlws
4,575
Problem about wmt17 zh-en dataset
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[ "Running into the same error with `wmt17/zh-en`, `wmt18/zh-en` and `wmt19/zh-en`.", "@albertvillanova @lhoestq Could you take a look at this issue?", "@winterfell2021 Hi, I wonder where the code you provided should be added. I tried to add them in the `datasets/table.py` in `array_cast` function, however, the '...
2022-06-27T08:35:42
2022-08-23T10:01:02
2022-08-23T10:00:21
NONE
null
null
null
null
It seems that in subset casia2015, some samples are like `{'c[hn]':'xxx', 'en': 'aa'}`. So when using `data = load_dataset('wmt17', "zh-en")` to load the wmt17 zh-en dataset, which will raise the exception: ``` Traceback (most recent call last): File "train.py", line 78, in <module> data = load_dataset(args....
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57 days, 1:24:39
https://api.github.com/repos/huggingface/datasets/issues/4572
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1,285,022,499
I_kwDODunzps5Ml-Mj
4,572
Dataset Viewer issue for mlsum
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[ "Thanks for reporting, @lewtun.\r\n\r\nAfter investigation, it seems that the server https://gitlab.lip6.fr does not allow HTTP Range requests.\r\n\r\nWe are trying to find a workaround..." ]
2022-06-26T20:24:17
2022-07-21T12:40:01
2022-07-21T12:40:01
MEMBER
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### Link https://huggingface.co/datasets/mlsum/viewer/de/train ### Description There's seems to be a problem with the download / streaming of this dataset: ``` Server error Status code: 400 Exception: BadZipFile Message: File is not a zip file ``` ### Owner No
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24 days, 16:15:44
https://api.github.com/repos/huggingface/datasets/issues/4571
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1,284,883,289
I_kwDODunzps5MlcNZ
4,571
move under the facebook org?
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[ "Related to https://github.com/huggingface/datasets/issues/4562#issuecomment-1166911751\r\n\r\nI'll assign @albertvillanova ", "I'm just wondering why we don't have this dataset under:\r\n- the `facebook` namespace\r\n- or the canonical dataset `flores`: why does this only have 2 languages?", "fwiw: the dataset...
2022-06-26T11:19:09
2023-09-25T12:05:18
null
MEMBER
null
null
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### Link https://huggingface.co/datasets/gsarti/flores_101 ### Description It seems like streaming isn't supported for this dataset: ``` Server Error Status code: 400 Exception: NotImplementedError Message: Extraction protocol for TAR archives like 'https://dl.fbaipublicfiles.com/flores101/dataset...
null
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4,570
Dataset sharding non-contiguous?
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[ "This was silly; I was sure I'd looked for a `contiguous` argument, and was certain there wasn't one the first time I looked :smile:\r\n\r\nSorry about that.", "Hi! You can pass `contiguous=True` to `.shard()` get contiguous shards. More info on this and the default behavior can be found in the [docs](https://hug...
2022-06-26T08:34:05
2022-06-30T11:00:47
2022-06-26T14:36:20
CONTRIBUTOR
null
null
null
null
## Describe the bug I'm not sure if this is a bug; more likely normal behavior but i wanted to double check. Is it normal that `datasets.shard` does not produce chunks that, when concatenated produce the original ordering of the sharded dataset? This might be related to this pull request (https://github.com/huggi...
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Dataset Viewer issue for sst2
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[ "Hi @lewtun, thanks for reporting.\r\n\r\nI have checked locally and refreshed the preview and it seems working smooth now:\r\n```python\r\nIn [8]: ds\r\nOut[8]: \r\nDatasetDict({\r\n train: Dataset({\r\n features: ['idx', 'sentence', 'label'],\r\n num_rows: 67349\r\n })\r\n validation: Datas...
2022-06-26T07:32:54
2022-06-27T06:37:48
2022-06-27T06:37:48
MEMBER
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null
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### Link https://huggingface.co/datasets/sst2 ### Description Not sure what is causing this, however it seems that `load_dataset("sst2")` also hangs (even though it downloads the files without problem): ``` Status code: 400 Exception: Exception Message: Give up after 5 attempts with Connectio...
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XNLI cache reload is very slow
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[ "Hi,\r\nCould you tell us how you are running this code?\r\nI tested on my machine (M1 Mac). And it is running fine both on and off internet.\r\n\r\n<img width=\"1033\" alt=\"Screen Shot 2022-07-03 at 1 32 25 AM\" src=\"https://user-images.githubusercontent.com/8711912/177026364-4ad7cedb-e524-4513-97f7-7961bbb34c90...
2022-06-25T16:43:56
2022-07-04T14:29:40
2022-07-04T14:29:40
CONTRIBUTOR
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### Reproduce Using `2.3.3.dev0` `from datasets import load_dataset` `load_dataset("xnli", "en")` Turn off Internet `load_dataset("xnli", "en")` I cancelled the second `load_dataset` eventually cuz it took super long. It would be great to have something to specify e.g. `only_load_from_cache` and avoid the ...
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8 days, 21:45:44
https://api.github.com/repos/huggingface/datasets/issues/4566
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Document link #load_dataset_enhancing_performance points to nowhere
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[ "Hi! This is indeed the link the docstring should point to. Are you interested in submitting a PR to fix this?", "https://github.com/huggingface/datasets/blame/master/docs/source/cache.mdx#L93\r\n\r\nThere seems already an anchor here. Somehow it doesn't work. I am not very familiar with how this online documenta...
2022-06-25T01:18:19
2023-01-24T16:33:40
2023-01-24T16:33:40
NONE
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## Describe the bug A clear and concise description of what the bug is. ![image](https://user-images.githubusercontent.com/11674033/175752806-5b066b92-9d28-4771-9112-5c8606f07741.png) The [load_dataset_enhancing_performance](https://huggingface.co/docs/datasets/v2.3.2/en/package_reference/main_classes#load_dat...
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1,284,141,666
I_kwDODunzps5MinJi
4,565
Add UFSC OCPap dataset
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[ "I will add this directly on the hub (same as #4486)—in https://huggingface.co/lapix" ]
2022-06-24T20:07:54
2022-07-06T19:03:02
2022-07-06T19:03:02
NONE
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## Adding a Dataset - **Name:** UFSC OCPap: Papanicolaou Stained Oral Cytology Dataset (v4) - **Description:** The UFSC OCPap dataset comprises 9,797 labeled images of 1200x1600 pixels acquired from 5 slides of cancer diagnosed and 3 healthy of oral brush samples, from distinct patients. - **Paper:** https://dx.doi....
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11 days, 22:55:08
https://api.github.com/repos/huggingface/datasets/issues/4562
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1,283,779,557
I_kwDODunzps5MhOvl
4,562
Dataset Viewer issue for allocine
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[ "I removed my assignment as @huggingface/datasets should be able to answer better than me\r\n", "Let me have a look...", "Thanks for the quick fix @albertvillanova ", "Note that the underlying issue is that datasets containing TAR files are not streamable out of the box: they need being iterated with `dl_mana...
2022-06-24T13:50:38
2022-06-27T06:39:32
2022-06-24T16:44:41
MEMBER
null
null
null
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### Link https://huggingface.co/datasets/allocine ### Description Not sure if this is a problem with `bz2` compression, but I thought these datasets could be streamed: ``` Status code: 400 Exception: AttributeError Message: 'TarContainedFile' object has no attribute 'readable' ``` ### Owner No
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2:54:03
https://api.github.com/repos/huggingface/datasets/issues/4556
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1,283,462,881
I_kwDODunzps5MgBbh
4,556
Dataset Viewer issue for conll2003
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[ "Fixed, thanks." ]
2022-06-24T08:55:18
2022-06-24T09:50:39
2022-06-24T09:50:39
MEMBER
null
null
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### Link https://huggingface.co/datasets/conll2003/viewer/conll2003/test ### Description Seems like a cache problem with this config / split: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/conll...
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0:55:21
https://api.github.com/repos/huggingface/datasets/issues/4555
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1,283,451,651
I_kwDODunzps5Mf-sD
4,555
Dataset Viewer issue for xtreme
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[ "Fixed, thanks." ]
2022-06-24T08:46:08
2022-06-24T09:50:45
2022-06-24T09:50:45
MEMBER
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### Link https://huggingface.co/datasets/xtreme/viewer/PAN-X.de/test ### Description There seems to be a problem with the cache of this config / split: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/data...
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1:04:37
https://api.github.com/repos/huggingface/datasets/issues/4550
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1,282,374,441
I_kwDODunzps5Mb3sp
4,550
imdb source error
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[ "Thanks for reporting, @Muhtasham.\r\n\r\nIndeed IMDB dataset is not accessible from yesterday, because the data is hosted on the data owners servers at Stanford (http://ai.stanford.edu/) and these are down due to a power outage originated by a fire: https://twitter.com/StanfordAILab/status/1539472302399623170?s=20...
2022-06-23T13:02:52
2022-06-23T13:47:05
2022-06-23T13:47:04
NONE
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## Describe the bug imdb dataset not loading ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("imdb") ``` ## Expected results ## Actual results ```bash 06/23/2022 14:45:18 - INFO - datasets.builder - Dataset not on Hf google storage. Downloading and pr...
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0:44:12
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4,549
FileNotFoundError when passing a data_file inside a directory starting with double underscores
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[ "I have consistently experienced this bug on GitHub actions when bumping to `2.3.2`", "We're working on a fix ;)" ]
2022-06-23T12:19:24
2022-06-30T14:38:18
2022-06-30T14:38:18
MEMBER
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Bug experienced in the `accelerate` CI: https://github.com/huggingface/accelerate/runs/7016055148?check_suite_focus=true This is related to https://github.com/huggingface/datasets/pull/4505 and the changes from https://github.com/huggingface/datasets/pull/4412
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7 days, 2:18:54
https://api.github.com/repos/huggingface/datasets/issues/4548
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1,282,218,096
I_kwDODunzps5MbRhw
4,548
Metadata.jsonl for Imagefolder is ignored if it's in a parent directory to the splits directories/do not have "{split}_" prefix
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[ "I agree it would be nice to support this. It doesn't fit really well in the current data_files.py, where files of each splits are separated in different folder though, maybe we have to modify a bit the logic here. \r\n\r\nOne idea would be to extend `get_patterns_in_dataset_repository` and `get_patterns_locally` t...
2022-06-23T10:58:57
2022-06-30T10:15:32
2022-06-30T10:15:32
CONTRIBUTOR
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If data contains a single `metadata.jsonl` file for several splits, it won't be included in a dataset's `data_files` and therefore ignored. This happens when a directory is structured like as follows: ``` train/ file_1.jpg file_2.jpg test/ file_3.jpg file_4.jpg metadata.jsonl ``` or like as follows:...
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6 days, 23:16:35
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1,280,500,340
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4,544
[CI] seqeval installation fails sometimes on python 3.6
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2022-06-22T16:35:23
2022-06-23T10:13:44
2022-06-23T10:13:44
MEMBER
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The CI sometimes fails to install seqeval, which cause the `seqeval` metric tests to fail. The installation fails because of this error: ``` Collecting seqeval Downloading seqeval-1.2.2.tar.gz (43 kB) |███████▌ | 10 kB 42.1 MB/s eta 0:00:01 |███████████████ ...
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[to_tf_dataset] Use Feather for better compatibility with TensorFlow ?
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[ "This has so much potential to be great! Also I think you tagged some poor random dude on the internet whose name is also Joao, lol, edited that for you! ", "cc @sayakpaul here too, since he was interested in our new approaches to converting datasets!", "Noted and I will look into the thread in detail tomorrow ...
2022-06-22T14:42:00
2022-10-11T08:45:45
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MEMBER
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To have better performance in TensorFlow, it is important to provide lists of data files in supported formats. For example sharded TFRecords datasets are extremely performant. This is because tf.data can better leverage parallelism in this case, and load one file at a time in memory. It seems that using `tensorflow_...
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