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https://api.github.com/repos/huggingface/datasets/issues/4745
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1,318,016,655
I_kwDODunzps5Oj1aP
4,745
Allow `list_datasets` to include private datasets
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[ "Thanks for opening this issue :)\r\n\r\nIf it can help, I think you can already use `huggingface_hub` to achieve this:\r\n```python\r\n>>> from huggingface_hub import HfApi\r\n>>> [ds_info.id for ds_info in HfApi().list_datasets(use_auth_token=token) if ds_info.private]\r\n['bigscience/xxxx', 'bigscience-catalogue...
2022-07-26T10:16:08Z
2023-07-25T15:01:49Z
2023-07-25T15:01:49Z
NONE
null
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I am working with a large collection of private datasets, it would be convenient for me to be able to list them. I would envision extending the convention of using `use_auth_token` keyword argument to `list_datasets` function, then calling: ``` list_datasets(use_auth_token="my_token") ``` would return the li...
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6,506
Incorrect test set labels for RTE and CoLA datasets via load_dataset
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2023-12-16T22:06:08Z
2023-12-16T22:27:46Z
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### Describe the bug The test set labels for the RTE and CoLA datasets when loading via datasets load_dataset are all -1. Edit: It appears this is also the case for every other dataset except for MRPC (stsb, sst2, qqp, mnli (both matched and mismatched), qnli, wnli, ax) ### Steps to reproduce the bug !pip ins...
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1,363,226,736
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4,935
Dataset Viewer issue for ubuntu_dialogs_corpus
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[ "The dataset maintainers (https://huggingface.co/datasets/ubuntu_dialogs_corpus) decided to forbid the dataset from being downloaded automatically (https://huggingface.co/docs/datasets/v2.4.0/en/loading#manual-download), and the dataset viewer respects this.\r\nWe will try to improve the error display though. Thank...
2022-09-06T12:41:50Z
2022-09-06T12:51:25Z
2022-09-06T12:51:25Z
NONE
null
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Make save function use deterministic global vars order
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[ "Sorry, asking for help here, but the dill thread stop around 2013. Is it possible to use dill deterministically? I tried to monkeypatch the solution presented here into dill, but I suppose it requires forking their project.", "Hi ! What we did was to subclass `dill`'s Pickler to fix the non-deterministic behavio...
2020-11-09T18:12:03Z
2021-11-30T13:34:09Z
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The `dumps` function need to be deterministic for the caching mechanism. However in #816 I noticed that one of dill's method to recursively check the globals of a function may return the globals in different orders each time it's used. To fix that I sort the globals by key in the `globs` dictionary. I had to add a re...
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Add collection3 dataset
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[ "Hi @pefimov. Thanks for you awesome work on this dataset contribution.\r\n\r\nHowever, now we are using the Hub to add new datasets, instead of this GitHub repo. \r\n\r\nYou could share this dataset under the appropriate Hub organization namespace. This way the dataset will be accessible using:\r\n```python\r\nds ...
2022-08-17T21:31:42Z
2022-08-23T20:02:45Z
2022-08-22T09:08:59Z
NONE
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2,002,032,804
I_kwDODunzps53VJik
6,438
Support GeoParquet
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[ "Thank you, @severo ! I would be more than happy to help in any way I can. I am not familiar with this repo's codebase, but I would be eager to contribute. :)\r\n\r\nFor the preview in Datasets Hub, I think it makes sense to just display the geospatial column as text. If there were a dataset loader, though, I think...
2023-11-20T11:54:58Z
2023-12-18T07:33:06Z
null
CONTRIBUTOR
null
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### Feature request Support the GeoParquet format ### Motivation GeoParquet (https://geoparquet.org/) is a common format for sharing vectorial geospatial data on the cloud, along with "traditional" data columns. It would be nice to be able to load this format with datasets, and more generally, in the Datasets Hub...
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Torgo dataset creation
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[ "Hi @YingLi001, thanks for your proposal to add this dataset.\r\n\r\nHowever, now we add datasets directly to the Hub (instead of our GitHub repository). You have the instructions in our docs: \r\n- [Create a dataset loading script](https://huggingface.co/docs/datasets/dataset_script)\r\n- [Create a dataset card](h...
2022-08-05T14:18:26Z
2022-08-09T18:46:00Z
2022-08-09T18:46:00Z
NONE
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add MeTooMA dataset
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2020-12-02T00:15:55Z
2020-12-02T10:58:56Z
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CONTRIBUTOR
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This PR adds the #MeToo MA dataset. It presents multi-label data points for tweets mined in the backdrop of the #MeToo movement. The dataset includes data points in the form of Tweet ids and appropriate labels. Please refer to the accompanying paper for detailed information regarding annotation, collection, and guideli...
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Add task template for automatic speech recognition
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[ "@SBrandeis @lhoestq i've integrated your suggestions, so this is ready for another review :)", "Merging if it's good for you @lewtun :)" ]
2021-06-22T12:45:02Z
2021-06-23T16:14:46Z
2021-06-23T15:56:57Z
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This PR adds a task template for automatic speech recognition. In this task, the input is a path to an audio file which the model consumes to produce a transcription. Usage: ```python from datasets import load_dataset from datasets.tasks import AutomaticSpeechRecognition ds = load_dataset("timit_asr", split=...
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Add GigaFren Dataset
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[ "@lhoestq fixed" ]
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Update: WebNLG - update checksums
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2021-06-28T16:16:37Z
2021-06-28T17:23:17Z
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The master branch changed so I computed the new checksums. I also pinned a specific revision so that it doesn't happen again in the future. Fix https://github.com/huggingface/datasets/issues/2553
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add missing info on how to add large files
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2021-02-15T23:46:39Z
2021-02-16T16:22:19Z
2021-02-16T11:44:12Z
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Thanks to @lhoestq's instructions I was able to add data files to a custom dataset repo. This PR is attempting to tell others how to do the same if they need to. @lhoestq
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Checksums didn't match for dataset source
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[ "Same issue with `dataset = load_dataset(\"dbpedia_14\")`\r\n```\r\nNonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://drive.google.com/uc?export=download&id=0Bz8a_Dbh9QhbQ2Vic1kxMmZZQ1k']", "I think this is a side-effect of #3787. The checksums won't match because the URLs ha...
2022-02-25T19:55:09Z
2022-10-12T13:33:26Z
2022-02-28T08:44:18Z
NONE
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## Dataset viewer issue for 'wiki_lingua*' **Link:** *link to the dataset viewer page* `data = datasets.load_dataset("wiki_lingua", name=language, split="train[:2000]") ` *short description of the issue* ``` [NonMatchingChecksumError: Checksums didn't match for dataset source files: ['https://drive.google.co...
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Redundant add dataset information and dead link.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3852). All of your documentation changes will be reflected on that endpoint." ]
2022-03-08T05:57:05Z
2022-03-08T16:54:36Z
2022-03-08T16:54:36Z
CONTRIBUTOR
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> Alternatively, you can follow the steps to [add a dataset](https://huggingface.co/docs/datasets/add_dataset.html) and [share a dataset](https://huggingface.co/docs/datasets/share_dataset.html) in the documentation. The "add a dataset link" gives 404 Error, and the share_dataset link has changed. I feel this inform...
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[Feature request] Add dataset.ragged_map() function for many-to-many transformations
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[ "Actually `map(batched=True)` can already change the size of the dataset.\r\nIt can accept examples of length `N` and returns a batch of length `M` (can be null or greater than `N`).\r\n\r\nI'll make that explicit in the doc that I'm currently writing.", "You're two steps ahead of me :) In my testing, it also wor...
2020-07-09T01:04:43Z
2020-07-09T19:31:51Z
2020-07-09T19:31:51Z
CONTRIBUTOR
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`dataset.map()` enables one-to-one transformations. Input one example and output one example. This is helpful for tokenizing and cleaning individual lines. `dataset.filter()` enables one-to-(one-or-none) transformations. Input one example and output either zero/one example. This is helpful for removing portions from t...
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Delete extracted files to save disk space
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[ "My suggestion for this would be to have this enabled by default.\r\n\r\nPlus I don't know if there should be a dedicated issue to that is another functionality. But I propose layered building rather than all at once. That is:\r\n\r\n1. uncompress a handful of files via a generator enough to generate one arrow file...
2021-06-11T12:21:52Z
2021-07-19T09:08:18Z
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As discussed with @stas00 and @lhoestq, allowing the deletion of extracted files would save a great amount of disk space to typical user.
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Datasets does not load HuggingFace Repository properly
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[ "Hi! You can avoid the error by requesting only the `jsonl` files. `dataset = load_dataset(\"ai4privacy/pii-masking-200k\", data_files=[\"*.jsonl\"])`.\r\n\r\nOur data file inference does not filter out (incompatible) `json` files because `json` and `jsonl` use the same builder. Still, I think the inference should...
2023-11-14T06:50:49Z
2023-11-16T06:54:36Z
null
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### Describe the bug Dear Datasets team, We just have published a dataset on Huggingface: https://huggingface.co/ai4privacy However, when trying to read it using the Dataset library we get an error. As I understand jsonl files are compatible, could you please clarify how we can solve the issue? Please let me ...
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Docs new UI actions no self hosted
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[ "It seems like the doc can't be compiled right now because of the following:\r\n\r\n```\r\nTraceback (most recent call last):\r\n File \"/usr/local/bin/doc-builder\", line 33, in <module>\r\n sys.exit(load_entry_point('doc-builder', 'console_scripts', 'doc-builder')())\r\n File \"/__w/datasets/datasets/doc-bui...
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Removes the need to have a self-hosted runner for the dev documentation
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Start removing canonical datasets logic
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[ "I'm not sure if the documentation explains why the dataset identifiers might have a namespace or not (the user/org): 'glue' vs 'severo/glue'. Do you think we should explain it, and relate it to the GitHub/Hub distinction?", "> I'm not sure if the documentation explains why the dataset identifiers might have a na...
2022-02-22T18:23:30Z
2022-02-24T15:04:37Z
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I updated the source code and the documentation to start removing the "canonical datasets" logic. Indeed this makes the documentation confusing and we don't want this distinction anymore in the future. Ideally users should share their datasets on the Hub directly. ### Changes - the documentation about dataset ...
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Redirect TIMIT download from LDC
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[ "CI is failing because some tags are outdated, but they're fixed in #4067 ", "_The documentation is not available anymore as the PR was closed or merged._", "We may do a release pretty soon (today ?), let me know if it's fine to include it in the new release", "Fine to include this change!" ]
2022-04-11T16:17:55Z
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LDC data is protected under US copyright laws and under various legal agreements between the Linguistic Data Consortium/the University of Pennsylvania and data providers which prohibit redistribution of that data by anyone other than LDC. Similarly, LDC's membership agreements, non-member user agreement and various cor...
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Allow collaborators to self-assign issues
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[ "What do you think, @lhoestq? 😉 \r\n\r\nI think this could be another step to facilitate community contributions.", "@lhoestq, it doesn't exist in `transformers`... I picked the idea from `scikit-learn`, where I have previously collaborated...\r\n\r\nAnd sure, this must be documented! I just wanted first to know...
2021-04-29T15:07:06Z
2021-04-30T18:28:16Z
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Allow collaborators (without write access to the repository) to self-assign issues. In order to self-assign an issue, they have to comment it with the word: `#take` or `#self-assign`.
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Update Overview.ipynb google colab
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[ "_The documentation is not available anymore as the PR was closed or merged._", "WDYT @albertvillanova ?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5211). All of your documentation changes will be reflected on that endpoint." ]
2022-11-07T15:23:52Z
2022-11-29T15:59:48Z
2022-11-29T15:54:17Z
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- removed metrics stuff - added image example - added audio example (with ffmpeg instructions) - updated the "add a new dataset" section
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Complete doc migration
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5248). All of your documentation changes will be reflected on that endpoint.", "Thanks for the fix @mishig25.\r\n\r\nI guess this is the reason why the docs are not generated for the latest release version 2.7.0? https://huggin...
2022-11-16T10:41:04Z
2022-11-16T15:06:50Z
2022-11-16T10:41:10Z
CONTRIBUTOR
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Reverts huggingface/datasets#5214 Everything is handled on the doc-builder side now 😊
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Make push_to_hub return CommitInfo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6492). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "This PR is ready to review @huggingface/datasets.", "<details>\n<summary>Show benchma...
2023-12-12T15:18:16Z
2023-12-13T14:29:01Z
2023-12-13T14:22:41Z
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Make `push_to_hub` return `CommitInfo`. This is useful, for example, if we pass `create_pr=True` and we want to know the created PR ID. CC: @severo for the use case in https://huggingface.co/datasets/jmhessel/newyorker_caption_contest/discussions/4
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Loading column subset from parquet file produces error since version 2.13
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2023-07-16T09:13:07Z
2023-07-24T14:35:04Z
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### Describe the bug `load_dataset` allows loading a subset of columns from a parquet file with the `columns` argument. Since version 2.13, this produces the following error: ``` Traceback (most recent call last): File "/usr/lib/python3.10/site-packages/datasets/builder.py", line 1879, in ...
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CI is broken after fsspec-2023.3.0 release
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2023-03-07T08:06:39Z
2023-03-07T08:37:29Z
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As reported by @lhoestq, our CI is broken after `fsspec` 2023.3.0 release: ``` FAILED tests/test_filesystem.py::test_compression_filesystems[Bz2FileSystem] - AssertionError: assert [{'created': ...: False, ...}] == ['file.txt'] At index 0 diff: {'name': 'file.txt', 'size': 70, 'type': 'file', 'created': 1678175677...
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Update documentation card of miam dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Ahahah :D not sur how i broke something by updating the README :D ", "Thanks for the fix @PierreColombo. \r\n\r\nOnce a README is modified, our CI runs tests on it, requiring additional quality fixes, so that all READMEs are progre...
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Hi ! Paper has been published at EMNLP.
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Concurrent use of same dataset (already downloaded)
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[ "Launching simultaneous job relying on the same datasets try some writing issue. I guess it is unexpected since I only need to load some already downloaded file.", "If i have two jobs that use the same dataset. I got :\r\n\r\n\r\n File \"compute_measures.py\", line 181, in <module>\r\n train_loader, val_loade...
2021-07-29T14:18:38Z
2021-08-02T07:25:57Z
null
CONTRIBUTOR
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## Describe the bug When launching several jobs at the same time loading the same dataset trigger some errors see (last comments). ## Steps to reproduce the bug export HF_DATASETS_CACHE=/gpfswork/rech/toto/datasets for MODEL in "bert-base-uncased" "roberta-base" "distilbert-base-cased"; do # "bert-base-uncased" ...
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CI error: TypeError: dataclass_transform() got an unexpected keyword argument 'field_specifiers'
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[ "I still getting the same error :\r\n\r\n`python -m spacy download fr_core_news_lg\r\n`.\r\n`import spacy`", "@MFatnassi, this issue and the corresponding fix only affect our Continuous Integration testing environment.\r\n\r\nNote that `datasets` does not depend on `spacy`." ]
2022-12-29T18:58:44Z
2022-12-30T10:40:51Z
2022-12-29T21:00:27Z
MEMBER
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### Describe the bug While installing the dependencies, the CI raises a TypeError: ``` Traceback (most recent call last): File "/opt/hostedtoolcache/Python/3.7.15/x64/lib/python3.7/runpy.py", line 183, in _run_module_as_main mod_name, mod_spec, code = _get_module_details(mod_name, _Error) File "/opt/hoste...
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Add conda environment activation
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2020-12-04T14:59:43Z
2020-12-04T18:34:48Z
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CONTRIBUTOR
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Added activation of Conda environment before installing.
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Dataset Viewer issue for asaxena1990/Dummy_dataset
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[ "Seems to be linked to the use of the undocumented `_resolve_features` method in the dataset viewer backend:\r\n\r\n```\r\n>>> from datasets import load_dataset\r\n>>> dataset = load_dataset(\"asaxena1990/Dummy_dataset\", name=\"asaxena1990--Dummy_dataset\", split=\"train\", streaming=True)\r\nUsing custom data con...
2022-08-26T15:15:44Z
2023-07-24T15:42:09Z
2023-07-24T15:42:09Z
NONE
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Remove unused argument in `_get_data_files_patterns`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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Add align_labels_with_mapping function
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[ "@lhoestq i think this is ready for another review 🙂 ", "@lhoestq thanks for the feedback - it's now integrated :) \r\n\r\ni also added a comment about sorting the input label IDs", "Created the PR here: https://github.com/huggingface/datasets/pull/2510", "> Thanks ! Looks all good now :)\r\n> \r\n> We will ...
2021-06-08T13:54:00Z
2022-01-12T08:57:41Z
2021-06-17T09:56:52Z
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This PR adds a helper function to align the `label2id` mapping between a `datasets.Dataset` and a classifier (e.g. a transformer with a `PretrainedConfig.label2id` dict), with the alignment performed on the dataset itself. This will help us with the Hub evaluation, where we won't know in advance whether a model that...
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Bug: Can't download TriviaQA with `load_dataset` - custom `cache_dir`
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[ "Hi @SapirWeissbuch,\r\nWhen you are saying it freezes, at that time it is unzipping the file from the zip file it downloaded. Since it's a very heavy file it'll take some time. It was taking ~11GB after unzipping when it started reading examples for me. Hope that helps!\r\n![Screenshot 2020-12-21 at 23 40 52](http...
2020-12-20T17:27:38Z
2021-06-25T13:11:33Z
null
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Hello, I'm having issue downloading TriviaQA dataset with `load_dataset`. ## Environment info - `datasets` version: 1.1.3 - Platform: Linux-4.19.129-aufs-1-x86_64-with-debian-10.1 - Python version: 3.7.3 ## The code I'm running: ```python import datasets dataset = datasets.load_dataset("trivia_qa", "rc", c...
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Cannot shuffle interleaved IterableDataset with "all_exhausted" stopping strategy
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2023-05-02T05:26:17Z
2023-05-04T14:24:51Z
2023-05-04T14:24:51Z
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### Describe the bug Shuffling interleaved `IterableDataset` with "all_exhausted" strategy yields non-exhaustive sampling. ### Steps to reproduce the bug ```py from datasets import IterableDataset, interleave_datasets def gen(bias, length): for i in range(length): yield dict(a=bias+i) seed = 42 ...
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How to enable `.map()` pre-processing pipelines to support multi-node parallelism?
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[ "Right now multiprocessing only runs on single node.\r\n\r\nHowever it's probably possible to extend it to support multi nodes. Indeed we're using the `multiprocess` library from the `pathos` project to do multiprocessing in `datasets`, and `pathos` is made to support parallelism on several nodes. More info about p...
2020-11-12T02:04:38Z
2022-10-12T16:10:51Z
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Hi, Currently, multiprocessing can be enabled for the `.map()` stages on a single node. However, in the case of multi-node training, (since more than one node would be available) I'm wondering if it's possible to extend the parallel processing among nodes, instead of only 1 node running the `.map()` while the other ...
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Replacing .format() and % by f-strings
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[ "Hi ! It looks like most of your changes are just `black` changes. All those changes are not necessary. In particular if you want to use `black`, please use the `make style` command instead. It runs `black` with additional parameters and you shouldn't end up with that many changes\r\n\r\nFeel free to open a new PR ...
2021-11-13T19:12:02Z
2021-11-16T21:00:26Z
2021-11-16T14:55:43Z
CONTRIBUTOR
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**Fix #3257** Replaced _.format()_ and _%_ by f-strings in the following modules : - [x] **tests** - [x] **metrics** - [x] **benchmarks** - [x] **utils** - [x] **templates** Will follow in the next PR the modules left : - [ ] **src** Module **datasets** will not be edited as asked by @mariosasko PS...
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Colab Notebook breaks when downloading the squad dataset
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[ "The notebook forces version 0.1.0. If I use the latest, things work, I'll run the whole notebook and create a PR.\r\n\r\nBut in the meantime, this issue gets fixed by changing:\r\n`!pip install nlp==0.1.0`\r\nto\r\n`!pip install nlp`", "It still breaks very near the end\r\n\r\n![image](https://user-images.github...
2020-05-29T22:55:59Z
2020-06-04T00:21:05Z
2020-06-04T00:21:05Z
NONE
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When I run the notebook in Colab https://colab.research.google.com/github/huggingface/nlp/blob/master/notebooks/Overview.ipynb breaks when running this cell: ![image](https://user-images.githubusercontent.com/338917/83311709-ffd1b800-a1dd-11ea-8394-3a87df0d7f8b.png)
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Enable streaming dataset to use the "all" split
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4698). All of your documentation changes will be reflected on that endpoint.", "@albertvillanova \r\nAdding the validation split causes these two `assert_called_once` assertions to fail with `AssertionError: Expected 'ArrowWrit...
2022-07-18T07:47:39Z
2023-01-19T10:11:38Z
null
CONTRIBUTOR
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Fixes #4637
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`Dataset.map` disable progress bar
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[ "Progress bar can be disabled like this:\r\n```python\r\nfrom datasets.utils.logging import set_verbosity_error\r\nset_verbosity_error()\r\n```\r\n\r\nThere is this line in `Dataset.map`:\r\n```python\r\nnot_verbose = bool(logger.getEffectiveLevel() > WARNING)\r\n```\r\n\r\nSo any logging level higher than `WARNING...
2020-12-23T17:53:42Z
2023-02-08T02:37:47Z
2020-12-26T19:57:17Z
NONE
null
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I can't find anything to turn off the `tqdm` progress bars while running a preprocessing function using `Dataset.map`. I want to do akin to `disable_tqdm=True` in the case of `transformers`. Is there something like that?
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Task search function on hub not working correctly
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[ "known issue due to https://github.com/huggingface/datasets/pull/2362 (and [internal](https://github.com/huggingface/moon-landing/issues/946)) , will be solved soon", "hmm actually i have no recollection of why I said that", "Because it has dots in some YAML keys, it can't be parsed and indexed by the back-end"...
2022-01-05T09:36:30Z
2022-05-12T14:45:57Z
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When I want to look at all datasets of the category: `speech-processing` *i.e.* https://huggingface.co/datasets?task_categories=task_categories:speech-processing&sort=downloads , then the following dataset doesn't show up for some reason: - https://huggingface.co/datasets/speech_commands even thought it's task t...
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6,433
Better `tqdm` wrapper
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-11-17T15:45:15Z
2023-11-22T16:48:18Z
2023-11-22T16:42:08Z
CONTRIBUTOR
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This PR aligns the `tqdm` logic with `huggingface_hub` (without introducing breaking changes), as the current one is error-prone. Additionally, it improves the doc page about the `datasets`' utilities, and the handling of local `fsspec` paths in `cached_path`. Fix #6409
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`IterableDataset` lost but not keep columns when map function adding columns with names in `remove_columns`
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2023-11-14T03:12:08Z
2023-11-16T06:24:10Z
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### Describe the bug IterableDataset lost but not keep columns when map function adding columns with names in remove_columns, Dataset not. May be related to the code below: https://github.com/huggingface/datasets/blob/06c3ffb8d068b6307b247164b10f7c7311cefed4/src/datasets/iterable_dataset.py#L750-L756 ### Steps t...
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add cedr dataset
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[ "> Hi ! Thanks a lot for adding this one :)\r\n> \r\n> Good job with the dataset card and the dataset script !\r\n> \r\n> I left a few suggestions\r\n\r\nThank you very much for your helpful suggestions. I have tried to carry them all out." ]
2021-08-13T09:37:35Z
2021-08-27T16:01:36Z
2021-08-27T16:01:36Z
CONTRIBUTOR
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Add SPC Dataset
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2020-12-14T11:13:53Z
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Dataset scan time is much slower than using native arrow
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[ "Hi ! In your code you only iterate on the Arrow buffers - you don't actually load the data as python objects. For a fair comparison, you can modify your code using:\r\n```diff\r\n- for _ in range(0, len(table), bsz):\r\n- _ = {k:table[k][_ : _ + bsz] for k in cols}\r\n+ for _ in range(0, len(table)...
2023-01-27T01:32:25Z
2023-01-30T16:17:11Z
2023-01-30T16:17:11Z
CONTRIBUTOR
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### Describe the bug I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version. I'm finding that the native pyarrow approach is much faster (2 orders of magnitude). Is there something I'm missing that exp...
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Fix CLI run_beam save_infos
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-09T09:47:43Z
2022-05-10T07:04:04Z
2022-05-10T06:56:10Z
MEMBER
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Currently, it raises TypeError: ``` TypeError: _download_and_prepare() got an unexpected keyword argument 'save_infos' ```
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Fix push_to_hub with no dataset_infos
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-03-01T13:54:06Z
2023-03-02T13:47:13Z
2023-03-02T13:40:17Z
MEMBER
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As reported in https://github.com/vijaydwivedi75/lrgb/issues/10, `push_to_hub` fails if the remote repository already exists and has a README.md without `dataset_info` in the YAML tags cc @clefourrier
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Remove instructions to generate dummy data from our docs
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[ "Note that for me personally, conceptually all the dummy data (even for \"canonical\" datasets) should be superseded by `datasets-server`, which performs some kind of CI/CD of datasets (including the canonical ones)", "I totally agree: next step should be rethinking if dummy data makes sense for canonical dataset...
2022-07-26T07:32:58Z
2022-08-02T23:50:30Z
2022-08-02T23:50:30Z
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In our docs, we indicate to generate the dummy data: https://huggingface.co/docs/datasets/dataset_script#testing-data-and-checksum-metadata However: - dummy data makes sense only for datasets in our GitHub repo: so that we can test their loading with our CI - for datasets on the Hub: - they do not pass any CI t...
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Jigsaw toxicity classification dataset added
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2020-12-08T10:38:51Z
2020-12-08T15:17:48Z
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The dataset requires manually downloading data from Kaggle.
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Fix windows path scheme in cached path
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As noticed in #807 there's currently an issue with `cached_path` not raising `FileNotFoundError` on windows for absolute paths. This is due to the way we check for a path to be local or not. The check on the scheme using urlparse was incomplete. I fixed this and added tests
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Fix IndexError by ignoring empty RecordBatch
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We need to ignore the empty record batches for the interpolation search to work correctly when querying arrow tables Close #2833 cc @SaulLu
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3,760
Unable to view the Gradio flagged call back dataset
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[ "Hi @kingabzpro.\r\n\r\nI think you need to create a loading script that creates the dataset from the CSV file and the image paths.\r\n\r\nAs example, you could have a look at the Food-101 dataset: https://huggingface.co/datasets/food101\r\n- Loading script: https://huggingface.co/datasets/food101/blob/main/food101...
2022-02-19T17:45:08Z
2022-03-22T07:12:11Z
2022-03-22T07:12:11Z
NONE
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## Dataset viewer issue for '*savtadepth-flags*' **Link:** *[savtadepth-flags](https://huggingface.co/datasets/kingabzpro/savtadepth-flags)* *with the Gradio 2.8.1 the dataset viers stopped working. I tried to add values manually but its not working. The dataset is also not showing the link with the app https://h...
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Support multiple image/audio columns in ImageFolder/AudioFolder
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[ "A duplicate of https://github.com/huggingface/datasets/issues/5760" ]
2023-11-24T10:34:09Z
2023-11-28T11:07:17Z
2023-11-24T17:24:38Z
CONTRIBUTOR
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### Feature request Have a metadata.csv file with multiple columns that point to relative image or audio files. ### Motivation Currently, ImageFolder allows one column, called `file_name`, pointing to relative image files. On the same model, AudioFolder allows one column, called `file_name`, pointing to relative aud...
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Some datasets miss dataset_infos.json or dummy_data.zip
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[ "Thanks for reporting.\r\nWe should indeed add all the missing dummy_data.zip and also the dataset_infos.json at least for lm1b, reclor and wikihow.\r\n\r\nFor c4 I haven't tested the script and I think we'll require some optimizations regarding beam datasets before processing it.\r\n", "Closing since the dummy d...
2021-01-07T14:17:13Z
2022-11-04T15:11:16Z
2022-11-04T15:06:00Z
CONTRIBUTOR
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While working on dataset REAME generation script at https://github.com/madlag/datasets_readme_generator , I noticed that some datasets miss a dataset_infos.json : ``` c4 lm1b reclor wikihow ``` And some does not have a dummy_data.zip : ``` kor_nli math_dataset mlqa ms_marco newsgroup qa4mre qanga...
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load_dataset for CSV files not working
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[ "Thank you !\r\nCould you provide a csv file that reproduces the error ?\r\nIt doesn't have to be one of your dataset. As long as it reproduces the error\r\nThat would help a lot !", "I think another good example is the following:\r\n`\r\nfrom datasets import load_dataset\r\n`\r\n`\r\ndataset = load_dataset(\"csv...
2020-10-19T14:53:51Z
2022-11-28T16:59:36Z
null
CONTRIBUTOR
null
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Similar to #622, I've noticed there is a problem when trying to load a CSV file with datasets. ` from datasets import load_dataset ` ` dataset = load_dataset("csv", data_files=["./sample_data.csv"], delimiter="\t", column_names=["title", "text"], script_version="master") ` Displayed error: ` ... ArrowInva...
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669
How to skip a example when running dataset.map
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[ "Hi @xixiaoyao,\r\nDepending on what you want to do you can:\r\n- use a first step of `filter` to filter out the invalid examples: https://huggingface.co/docs/datasets/processing.html#filtering-rows-select-and-filter\r\n- or directly detect the invalid examples inside the callable used with `map` and return them un...
2020-09-25T11:17:53Z
2022-06-17T21:45:03Z
2020-10-05T16:28:13Z
NONE
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in processing func, I process examples and detect some invalid examples, which I did not want it to be added into train dataset. However I did not find how to skip this recognized invalid example when doing dataset.map.
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Properly raise FileNotFound even if the dataset is private
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-21T17:05:50Z
2022-06-28T10:46:51Z
2022-06-28T10:36:10Z
MEMBER
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`tests/test_load.py::test_load_streaming_private_dataset` was failing because the hub now returns 401 when getting the HfApi.dataset_info of a dataset without authentication. `load_dataset` was raising ConnectionError, while it should be FileNoteFoundError since it first checks for local files before checking the Hub. ...
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new task tag
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2022-04-27T00:47:08Z
2022-04-27T00:48:28Z
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multi-input-text-classification tag for classification datasets that take more than one input
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Clean up remaining Main Classes docstrings
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2022-12-09T20:17:15Z
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This PR cleans up the remaining docstrings in Main Classes (`IterableDataset`, `IterableDatasetDict`, and `Features`).
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Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6428). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-11-16T08:12:55Z
2023-11-16T08:19:39Z
2023-11-16T08:13:28Z
MEMBER
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"NameError: name 'faiss' is not defined" on `.add_faiss_index` when `device` is not None
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[ "So I managed to solve this by adding a missing `import faiss` in the `@staticmethod` defined in https://github.com/huggingface/datasets/blob/f51b6994db27ea69261ef919fb7775928f9ec10b/src/datasets/search.py#L305, triggered from https://github.com/huggingface/datasets/blob/f51b6994db27ea69261ef919fb7775928f9ec10b/src...
2022-05-05T15:09:45Z
2022-05-10T13:53:19Z
2022-05-10T13:53:19Z
CONTRIBUTOR
null
null
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## Describe the bug When using `datasets` to calculate the FAISS indices of a dataset, the exception `NameError: name 'faiss' is not defined` is triggered when trying to calculate those on a device (GPU), so `.add_faiss_index(..., device=0)` fails with that exception. All that assuming that `datasets` is properly...
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4,792
Add DocVQA
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[ "Thanks for proposing, @NielsRogge.\r\n\r\nPlease, note this dataset requires registering in their website and their Terms and Conditions state we cannot distribute their URL:\r\n```\r\n1. You will NOT distribute the download URLs\r\n...\r\n```" ]
2022-08-04T13:07:26Z
2022-08-08T05:31:20Z
null
CONTRIBUTOR
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## Adding a Dataset - **Name:** DocVQA - **Description:** Document Visual Question Answering (DocVQA) seeks to inspire a “purpose-driven” point of view in Document Analysis and Recognition research, where the document content is extracted and used to respond to high-level tasks defined by the human consumers of this ...
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Dataset viewer issue for *P3*
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[ "The error is now:\r\n\r\n```\r\nStatus code: 400\r\nException: Status400Error\r\nMessage: this dataset is not supported for now.\r\n```\r\n\r\nWe've disabled the dataset viewer for several big datasets like this one. We hope being able to reenable it soon.", "The list of splits cannot be obtained. cc...
2022-02-01T15:57:56Z
2023-09-25T12:16:21Z
2023-09-25T12:16:21Z
NONE
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## Dataset viewer issue for '*P3*' **Link: https://huggingface.co/datasets/bigscience/P3** ``` Status code: 400 Exception: SplitsNotFoundError Message: The split names could not be parsed from the dataset config. ``` Am I the one who added this dataset ? No
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LocalDatasetModuleFactoryWithoutScript extracts invalid builder name
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[ "Ok, so\r\n```\r\nos.path.basename(\"/home/user/\")\r\n```\r\ngives `''` while \r\n```\r\nos.path.basename(\"/home/user\")\r\n```\r\ngives `user`. \r\nThe code should check if the last char is a slash.\r\n", "The fix is:\r\n```\r\n\"name\": os.path.basename(self.path[:-1] if self.path[-1] == \"/\" else self.path)...
2022-05-24T18:03:01Z
2022-09-12T15:30:43Z
2022-09-12T15:30:43Z
CONTRIBUTOR
null
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## Describe the bug Trying to load a local dataset raises an error indicating that the config builder has to have a name. No error should be reported, since the call is completly valid. ## Steps to reproduce the bug ```python load_dataset("./data/some-dataset/", name="some-name") ``` ## Expected results The...
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2,105
Request to remove S2ORC dataset
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[ "Hello @kyleclo! Currently, we are getting the data from your bucket, so if you remove it the HF script won't work anymore :) \r\n\r\nUntil you solve things on your end, @lhoestq suggested we just return a warning message when people try to load that dataset from HF. What would you like it to say?", "Hi @kyleclo,...
2021-03-23T19:43:06Z
2021-08-04T19:18:02Z
null
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Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks!
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2,251
while running run_qa.py, ran into a value error
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2021-04-23T07:51:03Z
2021-04-23T07:51:03Z
null
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command: python3 run_qa.py --model_name_or_path hyunwoongko/kobart --dataset_name squad_kor_v2 --do_train --do_eval --per_device_train_batch_size 8 --learning_rate 3e-5 --num_train_epochs 3 --max_seq_length 512 --doc_stride 128 --output_dir /tmp/debug_squad/ error: ValueError: External fe...
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Cannot use nlp.load_dataset text, AttributeError: module 'nlp.utils' has no attribute 'logging'
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2020-09-09T06:46:53Z
2020-09-09T08:57:54Z
2020-09-09T08:57:54Z
NONE
null
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``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/root/anaconda3/envs/pytorch/lib/python3.7/site-packages/nlp/load.py", line 533, in load_dataset builder_cls = import_main_class(module_path, dataset=True) File "/root/anaconda3/envs/pytorch/lib/python3.7/site-packages/nlp...
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PR_kwDODunzps442P5L
4,433
Fix script fetching and local path handling in `inspect_dataset` and `inspect_metric`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Added back the `[:]` and a comment to explain why this is needed. " ]
2022-06-01T12:09:56Z
2022-06-09T10:34:54Z
2022-06-09T10:26:07Z
CONTRIBUTOR
null
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Fix #4348
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3,602
Update url for conll2003
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[ "Hi. lhoestq \r\n\r\n![image](https://user-images.githubusercontent.com/21982975/150345097-154f2b1a-bb12-47af-bddf-40eec0a0dadb.png)\r\nWhat is the solution for it?\r\nyou can see it is still doesn't work here.\r\nhttps://colab.research.google.com/drive/1l52FGWuSaOaGYchit4CbmtUSuzNDx_Ok?usp=sharing\r\nThank you.\r\...
2022-01-19T15:35:04Z
2022-01-20T16:23:03Z
2022-01-19T15:43:53Z
MEMBER
null
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Following https://github.com/huggingface/datasets/issues/3582 I'm changing the download URL of the conll2003 data files, since the previous host doesn't have the authorization to redistribute the data
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Support passing config_kwargs to CLI run_beam
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-11T13:53:37Z
2022-05-11T14:36:49Z
2022-05-11T14:28:31Z
MEMBER
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This PR supports passing `config_kwargs` to CLI run_beam, so that for example for "wikipedia" dataset, we can pass: ``` --date 20220501 --language ca ```
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404 Client Error: Not Found for url: https://huggingface.co/api/models/bert-large-cased
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[ "moved to https://github.com/huggingface/transformers/issues/23233" ]
2023-05-09T14:14:59Z
2023-05-09T14:25:59Z
2023-05-09T14:25:59Z
NONE
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### Describe the bug Running [Bert-Large-Cased](https://huggingface.co/bert-large-cased) model causes `HTTPError`, with the following traceback- ``` HTTPError Traceback (most recent call last) <ipython-input-6-5c580443a1ad> in <module> ----> 1 tokenizer = BertTokenizer.from_pretra...
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Adding farsi_news dataset (https://github.com/sci2lab/Farsi-datasets)
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2020-12-02T09:52:19Z
2020-12-03T11:01:26Z
2020-12-03T11:01:26Z
CONTRIBUTOR
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Fix race condition in doc build
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3891). All of your documentation changes will be reflected on that endpoint." ]
2022-03-10T17:17:10Z
2022-03-10T17:23:00Z
2022-03-10T17:17:30Z
MEMBER
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Following https://github.com/huggingface/datasets/runs/5499386744 it seems that race conditions that create issues when updating the doc. I took the same approach as in `transformers` to fix race conditions
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Can't add iterable datasets to a Dataset Dict.
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[ "Transferring as this is relating to the 🤗 Datasets library", "You need to use `IterableDatasetDict` instead of `DatasetDict` for iterable datasets." ]
2023-05-11T02:09:29Z
2023-05-25T04:51:59Z
2023-05-25T04:51:59Z
NONE
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### System Info standard env ### Who can help? _No response_ ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### Reproduction Get th...
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267
How can I load/find WMT en-romanian?
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[ "I will take a look :-) " ]
2020-06-12T01:09:37Z
2020-06-19T08:24:19Z
2020-06-19T08:24:19Z
CONTRIBUTOR
null
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I believe it is from `wmt16` When I run ```python wmt = nlp.load_dataset('wmt16') ``` I get: ```python AssertionError: The dataset wmt16 with config cs-en requires manual data. Please follow the manual download instructions: Some of the wmt configs here, require a manual download. Please look into wm...
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updated multi_nli dataset with missing fields
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2021-02-26T11:54:36Z
2021-03-01T11:08:30Z
2021-03-01T11:08:29Z
CONTRIBUTOR
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1) updated fields which were missing earlier 2) added tags to README 3) updated a few fields of README 4) new dataset_infos.json and dummy files
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.save_to_disk('path', fs=s3) TypeError
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2022-08-03T14:49:29Z
2022-08-03T15:23:00Z
2022-08-03T15:23:00Z
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The following code: ```python import datasets train_dataset, test_dataset = load_dataset("imdb", split=["train", "test"]) s3 = datasets.filesystems.S3FileSystem(key=aws_access_key_id, secret=aws_secret_access_key) train_dataset.save_to_disk("s3://datasets/", fs=s3) ``` produces following traceback: ```she...
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integrate `load_from_disk` into `load_dataset`
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[ "I agree the situation is not ideal and it would be awesome to use `load_dataset` to reload a dataset saved locally !\r\n\r\nFor context:\r\n\r\n- `load_dataset` works in three steps: download the dataset, then prepare it as an arrow dataset, and finally return a memory mapped arrow dataset. In particular it create...
2022-09-29T17:37:12Z
2023-06-13T18:34:02Z
null
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Is it possible to make `load_dataset` more universal similar to `from_pretrained` in `transformers` so that it can handle the hub, and the local path datasets of all supported types? Currently one has to choose a different loader depending on how ...
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Add proto_qa dataset
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[ "merging since the CI is fixed on master" ]
2020-12-05T18:55:04Z
2020-12-07T11:12:24Z
2020-12-07T11:12:24Z
CONTRIBUTOR
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Added dataset tags as required.
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Iterable Dataset: rename column clashes with remove column
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[ "Column \"text\" doesn't exist anymore so you can't remove it", "You can get the expected result by fixing typos in the snippet :)\r\n```python\r\nfrom datasets import load_dataset\r\n\r\n# load LS in streaming mode\r\ndataset = load_dataset(\"librispeech_asr\", \"clean\", split=\"validation\", streaming=True)\r\...
2023-12-08T16:11:30Z
2023-12-08T16:27:16Z
2023-12-08T16:27:04Z
CONTRIBUTOR
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### Describe the bug Suppose I have a two iterable datasets, one with the features: * `{"audio", "text", "column_a"}` And the other with the features: * `{"audio", "sentence", "column_b"}` I want to combine both datasets using `interleave_datasets`, which requires me to unify the column names. I would typic...
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The Snips Built In Intents 2016 dataset.
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[ "It is not clear how to automatically add the dummy data if the source data is a more complex json format. Should I manually take a fraction of the source data and include it as dummy data?", "Will tag the dataset and update the dataset card." ]
2020-12-08T11:40:10Z
2020-12-08T15:27:52Z
2020-12-08T15:27:52Z
CONTRIBUTOR
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This PR proposes to add the Snips.ai built in intents dataset. The first configuration added is for the intent labels only, but the dataset includes entity slots that may in future be added as alternate configurations.
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Filtering refactor
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[ "I thought at first that the multiproc test was not relevant now that we do stuff only in memory, but I think there's something that's actually broken, my tiny benchmark on bookcorpus runs forever (2hrs+) when I add `num_proc=4` as a kwarg, will investigate 👀 \r\n\r\nI'm not familiar with the caching you describe ...
2021-03-16T09:23:30Z
2023-09-24T09:52:57Z
2021-10-13T09:09:03Z
CONTRIBUTOR
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fix https://github.com/huggingface/datasets/issues/2032 benchmarking is somewhat inconclusive, currently running on `book_corpus` with: ```python bc = load_dataset("bookcorpus") now = time.time() bc.filter(lambda x: len(x["text"]) < 64) elapsed = time.time() - now print(elapsed) ``` t...
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[Extract] Place the lock file next to the destination directory
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-12-01T13:55:49Z
2022-12-01T15:36:44Z
2022-12-01T15:33:58Z
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Previously it was placed next to the archive to extract, but the archive can be in a read-only directory as noticed in https://github.com/huggingface/datasets/issues/5295 Therefore I moved the lock location to be next to the destination directory, which is required to have write permissions
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`load_dataset` has ~4 seconds of overhead for cached data
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[ "Hi ! To skip the verification step that checks if newer data exist, you can enable offline mode with `HF_DATASETS_OFFLINE=1`.\r\n\r\nAlthough 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 no...
2023-02-02T23:34:50Z
2023-02-07T19:35:11Z
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### Feature request When loading a dataset that has been cached locally, the `load_dataset` function takes a lot longer than it should take to fetch the dataset from disk (or memory). This is particularly noticeable for smaller datasets. For example, wikitext-2, comparing `load_data` (once cached) and `load_from_disk...
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Update many missing tags to dataset README's
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2022-03-20T20:42:27Z
2022-03-21T18:39:52Z
2022-03-21T18:39:52Z
NONE
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I've started to go through the datasets available and noticed that there are 127 datasets that does not have all the tags so I started filling them in; starting with some of the most common and QA datasets Not 100% certain that the task_id is correct for SuperGLUE If anyone is browsing the issues and would like t...
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return python objects instead of arrays by default
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2020-07-16T15:51:52Z
2020-07-17T11:37:01Z
2020-07-17T11:37:00Z
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We were using to_pandas() to convert from arrow types, however it returns numpy arrays instead of python lists. I fixed it by using to_pydict/to_pylist instead. Fix #387 It was mentioned in https://github.com/huggingface/transformers/issues/5729
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Add rmse and mae metrics.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3844). All of your documentation changes will be reflected on that endpoint.", "@dnaveenr This PR is in pretty good shape, so feel free to reopen it." ]
2022-03-07T17:06:38Z
2022-03-07T17:24:32Z
2022-03-07T17:15:06Z
CONTRIBUTOR
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This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API. Both implementations are based on usage of sciket-learn. Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608) Any suggestions and changes req...
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499
Narrativeqa (with full text)
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[ "I took a look at the dummy data creation for this dataset.\r\n\r\nMaybe it didn't work on your side might be because `master.zip` and `narrativeqa_full_text.zip` are supposed to be directories and not acutal zip files in the dummy data folder.\r\n\r\nI managed to make it work with this `dummy_data.zip` file:\r\nht...
2020-08-12T13:49:43Z
2020-12-09T11:21:02Z
2020-12-09T11:21:02Z
CONTRIBUTOR
null
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Following the uploading of the full text data in #309, I've added the full text to the narrativeqa dataset. Few notes: - Had some encoding issues using the default `open` so am using `open(encoding="latin-1"...` which seems to fix it. Looks fine. - Can't get the dummy data to work. Currently putting stuff at: ...
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2,737
SacreBLEU update
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[ "Hi @devrimcavusoglu, \r\nI tried your code with latest version of `datasets`and `sacrebleu==1.5.1` and it's running fine after changing one small thing:\r\n```\r\nsacrebleu = datasets.load_metric('sacrebleu')\r\npredictions = [\"It is a guide to action which ensures that the military always obeys the commands of t...
2021-07-30T23:53:08Z
2021-09-22T10:47:41Z
2021-08-03T04:23:37Z
NONE
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With the latest release of [sacrebleu](https://github.com/mjpost/sacrebleu), `datasets.metrics.sacrebleu` is broken, and getting error. AttributeError: module 'sacrebleu' has no attribute 'DEFAULT_TOKENIZER' this happens since in new version of sacrebleu there is no `DEFAULT_TOKENIZER`, but sacrebleu.py tries...
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`Dataset.from_generator` should not try to download from HF GCS
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[ "Indeed, setting `try_from_gcs` to `False` makes sense for `from_generator`.\r\n\r\nWe plan to deprecate and remove `try_from_hf_gcs` soon, as we can use Hub for file hosting now, but this is a good temporary fix.\r\n" ]
2023-11-01T17:36:17Z
2023-11-02T15:52:10Z
2023-11-02T15:52:10Z
CONTRIBUTOR
null
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### Describe the bug When using [`Dataset.from_generator`](https://github.com/huggingface/datasets/blob/c9c1166e1cf81d38534020f9c167b326585339e5/src/datasets/arrow_dataset.py#L1072) with `streaming=False`, the internal logic will call [`download_and_prepare`](https://github.com/huggingface/datasets/blob/main/src/datas...
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1,416
Add Shrinked Turkish NER from Kaggle.
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2020-12-09T20:38:35Z
2020-12-11T11:23:31Z
2020-12-11T11:23:31Z
CONTRIBUTOR
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Add Shrinked Turkish NER from [Kaggle](https://www.kaggle.com/behcetsenturk/shrinked-twnertc-turkish-ner-data-by-kuzgunlar).
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4,235
How to load VERY LARGE dataset?
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[ "The `Trainer` support `IterableDataset`, not just datasets." ]
2022-04-27T07:50:13Z
2023-07-25T15:07:57Z
2023-07-25T15:07:57Z
NONE
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### System Info ```shell I am using transformer trainer while meeting the issue. The trainer requests torch.utils.data.Dataset as input, which loads the whole dataset into the memory at once. Therefore, when the dataset is too large to load, there's nothing I can do except using IterDataset, which loads samples of da...
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848
Error when concatenate_datasets
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[ "As you can see in the error the test checks if `indices_mappings_in_memory` is True or not, which is different from the test you do in your script. In a dataset, both the data and the indices mapping can be either on disk or in memory.\r\n\r\nThe indices mapping correspond to a mapping on top of the data table tha...
2020-11-13T07:56:02Z
2020-11-13T17:40:59Z
2020-11-13T15:55:10Z
NONE
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Hello, when I concatenate two dataset loading from disk, I encountered a problem: ``` test_dataset = load_from_disk('data/test_dataset') trn_dataset = load_from_disk('data/train_dataset') train_dataset = concatenate_datasets([trn_dataset, test_dataset]) ``` And it reported ValueError blow: ``` --------------...
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lener_br dataset: add instances and data splits info
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2020-12-29T00:35:12Z
2020-12-30T16:49:32Z
2020-12-30T16:49:32Z
CONTRIBUTOR
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Adding Medal: MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
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[ "Could you fix the dummy data before we merge ?\r\nLooks like the dummy `train.csv` is missing", "Thanks @Narsil @lhoestq for adding MeDAL :)" ]
2020-12-02T14:13:17Z
2020-12-07T16:58:03Z
2020-12-03T13:14:33Z
CONTRIBUTOR
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2,109
Add more issue templates and customize issue template chooser
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[ "If you agree, I could also add a link to [Discussions](https://github.com/huggingface/datasets/discussions) in order to reinforce the use of Discussion to make Questions (instead of Issues).\r\n\r\nI could also add some other templates: Bug, Feature Request,...", "@theo-m we wrote our same comments at the same t...
2021-03-25T09:41:53Z
2021-04-19T06:20:11Z
2021-04-19T06:20:11Z
MEMBER
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When opening an issue, it is not evident for the users how to choose a blank issue template. There is a link at the bottom of all the other issue templates (`Don’t see your issue here? Open a blank issue.`), but this is not very visible for users. This is the reason why many users finally chose the `add-dataset` templa...
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add english language tags for ~100 datasets
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[ "Fixing the tags of all the datasets is out of scope for this PR so I'm merging even though the CI fails because of the missing tags" ]
2021-06-02T16:24:56Z
2021-06-04T09:51:40Z
2021-06-04T09:51:39Z
MEMBER
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As discussed on Slack, I have manually checked for ~100 datasets that they have at least one subset in English. This information was missing so adding into the READMEs. Note that I didn't check all the subsets so it's possible that some of the datasets have subsets in other languages than English...
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[Staging] Update dataset repos automatically on the Hub
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[ "do keep us updated on how it's going in staging! cc @SBrandeis ", "Sure ! For now it works smoothly. We'll also do a new release today.\r\n\r\nI can send you some repos to explore on staging, in case you want to see how they look like after being updated.\r\nFor example [swahili_news](https://moon-staging.huggin...
2021-12-17T17:12:11Z
2021-12-21T10:25:46Z
2021-12-20T14:09:51Z
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Let's have a script that updates the dataset repositories on staging for now. This way we can make sure it works fine before going in prod. Related to https://github.com/huggingface/datasets/issues/3341 The script runs on each commit on `master`. It checks the datasets that were changed, and it pushes the changes...
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https://api.github.com/repos/huggingface/datasets/issues/3888
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https://github.com/huggingface/datasets/issues/3888
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IterableDataset columns and feature types
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[ "#self-assign", "@alvarobartt I've assigned you the issue since I'm not actively working on it.", "Cool thanks @mariosasko I'll try to fix it in the upcoming days, thanks!", "@lhoestq so in order to address what’s not completed in this issue, do you think it makes sense to add a param `features` to `IterableD...
2022-03-10T16:19:12Z
2022-11-29T11:39:24Z
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Right now, an IterableDataset (e.g. when streaming a dataset) doesn't require to know the list of columns it contains, nor their types: `my_iterable_dataset.features` may be `None` However it's often interesting to know the column types and types. This helps knowing what's inside your dataset without having to manua...
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