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https://api.github.com/repos/huggingface/datasets/issues/18
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Updating caching mechanism - Allow dependency in dataset processing scripts - Fix style and quality in the repo
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[ "LGTM" ]
2020-04-24T07:39:48Z
2020-04-29T15:27:28Z
2020-04-28T16:06:28Z
MEMBER
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This PR has a lot of content (might be hard to review, sorry, in particular because I fixed the style in the repo at the same time). # Style & quality: You can now install the style and quality tools with `pip install -e .[quality]`. This will install black, the compatible version of sort and flake8. You can then ...
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wer variable changed to cer in README file
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Json loader fails if user-specified features don't match the json data fields order
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2021-05-17T10:26:08Z
2021-06-16T10:47:49Z
2021-06-16T10:47:49Z
MEMBER
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If you do ```python dataset = load_dataset("json", data_files=data_files, features=features) ``` Then depending on the order of the features in the json data field it fails: ```python [...] ~/Desktop/hf/datasets/src/datasets/packaged_modules/json/json.py in _generate_tables(self, files) 94 if s...
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Stream from Google Drive and other hosts
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[ "I just tried some datasets and noticed that `spider` is not working for some reason (the compression type is not recognized), resulting in FileNotFoundError. I can take a look tomorrow", "I'm fixing the remaining files based on TAR archives", "THANKS A LOT" ]
2021-11-10T18:32:32Z
2021-11-30T16:03:43Z
2021-11-12T17:18:11Z
MEMBER
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Streaming from Google Drive is a bit more challenging than the other host we've been supporting: - the download URL must be updated to add the confirm token obtained by HEAD request - it requires to use cookies to keep the connection alive - the URL doesn't tell any information about whether the file is compressed o...
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345
Supporting documents in ELI5
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[ "Hi @saverymax ! For licensing reasons, the original team was unable to release pre-processed CommonCrawl documents. Instead, they provided a script to re-create them from a CommonCrawl dump, but it unfortunately requires access to a medium-large size cluster:\r\nhttps://github.com/facebookresearch/ELI5#downloading...
2020-07-06T19:14:13Z
2020-10-27T15:38:45Z
2020-10-27T15:38:45Z
NONE
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I was attempting to use the ELI5 dataset, when I realized that huggingface does not provide the supporting documents (the source documents from the common crawl). Without the supporting documents, this makes the dataset about as useful for my project as a block of cheese, or some other more apt metaphor. According to ...
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Smooth-BLEU bug fixed
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[ "Thanks @Aktsvigun for your fix.\r\n\r\nHowever, metrics in `datasets` are in deprecation mode:\r\n- #4739\r\n\r\nYou should transfer this PR to the `evaluate` library: https://github.com/huggingface/evaluate\r\n\r\nJust for context, here the link to the PR by @Aktsvigun on tensorflow/nmt:\r\n- https://github.com/t...
2022-06-29T14:51:42Z
2022-09-23T07:42:40Z
2022-09-23T07:42:40Z
NONE
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Hi, the current implementation of smooth-BLEU contains a bug: it smoothes unigrams as well. Consequently, when both the reference and translation consist of totally different tokens, it anyway returns a non-zero value (please see the attached image). This however contradicts the source paper suggesting the smoot...
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Add HF Speech Bench to Librispeech Dataset Card
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-02T16:59:31Z
2022-05-05T08:47:20Z
2022-05-05T08:40:09Z
CONTRIBUTOR
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Adds the HF Speech Bench to Librispeech Dataset Card in place of the Papers With Code Leaderboard. Should improve usage and visibility of this leaderboard! Wondering whether this can also be done for [Common Voice 7](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0) and [8](https://huggingface.co/dat...
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Fix cast from fixed size list to variable size list
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[ "<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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-15T14:23:33Z
2023-09-19T18:02:21Z
2023-09-19T17:53:17Z
CONTRIBUTOR
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Fix #6242
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fix typo: "mow" -> "now"
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2023-04-17T06:03:44Z
2023-04-17T15:01:53Z
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I noticed a typo as I was reading the datasets documentation. This PR contains a trivial fix changing "mow" to "now."
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Remove py.typed
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Fix https://github.com/huggingface/datasets/issues/3841
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Minor fix in the docs
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Implement ClassLabel encoding in JSON loader
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[ "No, nevermind @lhoestq. Thanks to you for your reviews!" ]
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Close #2365.
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Fix potential DuplicatedKeysError
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[ "Finally, I'm splitting this PR." ]
2021-07-08T08:38:04Z
2021-07-12T14:13:16Z
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Fix potential DiplicatedKeysError by ensuring keys are unique. We should promote as a good practice, that the keys should be programmatically generated as unique, instead of read from data (which might be not unique).
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Dataset Viewer issue for asapp/slue
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[ "<img width=\"519\" alt=\"Capture d’écran 2022-09-20 à 22 33 47\" src=\"https://user-images.githubusercontent.com/1676121/191358952-1220cb7d-745a-4203-a66b-3c707b25038f.png\">\r\n\r\n```\r\nNot found.\r\n\r\nError code: SplitsResponseNotFound\r\n```\r\n\r\nhttps://datasets-server.huggingface.co/splits?dataset=a...
2022-09-20T16:45:45Z
2022-09-27T07:04:03Z
2022-09-21T07:24:07Z
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### Link https://huggingface.co/datasets/asapp/slue/viewer/ ### Description Hi, I wonder how to get the dataset viewer of our slue dataset to work. Best, Felix ### Owner Yes
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Updated: DaNE - updated URL for download
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[ "Actually it looks like the old URL is still working, and it's also the one that is mentioned in https://github.com/alexandrainst/danlp/blob/master/docs/docs/datasets.md\r\n\r\nWhat makes you think we should use the new URL ?", "@lhoestq Sorry! I might have jumped to conclusions a bit too fast here... \r\n\r\nI w...
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2021-11-04T13:14:36Z
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It seems that DaNLP has updated their download URLs and it therefore also needs to be updated in here...
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Fix ipython function creation in tests
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The test at `tests/test_caching.py::RecurseDumpTest::test_dump_ipython_function` was failing in python 3.8 because the ipython function was not properly created. Fix #2010
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ArrowIndexError on Dataset.select
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2020-09-07T14:36:29Z
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If the indices table consists in several chunks, then `dataset.select` results in an `ArrowIndexError` error for pyarrow < 1.0.0 Example: ```python from nlp import load_dataset mnli = load_dataset("glue", "mnli", split="train") shuffled = mnli.shuffle(seed=42) mnli.select(list(range(len(mnli)))) ``` rai...
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Fix url with backslash in windows for blimp and pg19
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2020-11-27T17:59:11Z
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Following #903 I also fixed blimp and pg19 which were using the `os.path.join` to create urls cc @albertvillanova
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2021-07-26T14:42:22Z
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Made a very minor change to fix the issue#2716. Added the missing argument in the constructor call. As discussed in the bug report, the change is made to prevent the `shuffle` method call from resetting the value of `batched` attribute in `MappedExamplesIterable` Fix #2716.
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-28T12:48:30Z
2022-10-28T13:15:33Z
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The `ListArray` type in PyArrow 10.0.0 supports the `mask` parameter, which allows us to preserve Nones in nested lists in `cast` instead of replacing them with empty lists. Fix https://github.com/huggingface/datasets/issues/3676
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Fix numpy stacking
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[ "This PR also fixed a bug where numpy arrays were returned instead of pytorch tensors when getting with a clumn as a key." ]
2020-08-11T13:40:30Z
2020-08-11T14:56:50Z
2020-08-11T13:49:52Z
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When getting items using a column name as a key, numpy arrays were not stacked. I fixed that and added some tests. There is another issue that still needs to be fixed though: when getting items using a column name as a key, pytorch tensors are not stacked (it outputs a list of tensors). This PR should help with the...
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Add SD task for SUPERB
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[ "Note that this subset requires us to:\r\n\r\n* generate the LibriMix corpus from LibriSpeech\r\n* prepare the corpus for diarization\r\n\r\nAs suggested by @lhoestq we should perform these steps locally and add the prepared data to this public repo on the Hub: https://huggingface.co/datasets/superb/superb-data\r\n...
2021-07-15T07:51:40Z
2021-08-04T17:03:52Z
2021-08-04T17:03:52Z
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Include the SD (Speaker Diarization) task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/master/s3prl/downstream#sd-speaker-diarization). Steps: - [x] Generate the LibriMix corpus - [x] Prepare the corpus for diarization - [x] Up...
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[BUG FIX] Issue 5739
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2023-04-14T05:07:31Z
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A fix for https://github.com/huggingface/datasets/issues/5739
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add Rotten Tomatoes Movie Review sentences sentiment dataset
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[ "@jplu @thomwolf @patrickvonplaten @lhoestq -- How do I request reviewers? Thanks." ]
2020-06-12T15:53:59Z
2020-06-18T07:46:24Z
2020-06-18T07:46:23Z
CONTRIBUTOR
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Sentence-level movie reviews v1.0 from here: http://www.cs.cornell.edu/people/pabo/movie-review-data/
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Add `accelerate` as metric's test dependency to fix CI error
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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...
2023-05-12T12:01:01Z
2023-05-12T13:48:47Z
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The `frugalscore` metric uses Transformers' Trainer, which requires `accelerate` (as of recently). Fixes the following [CI error](https://github.com/huggingface/datasets/actions/runs/4950900048/jobs/8855148703?pr=5845).
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Add pyarrow warning colab
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When a user installs `nlp` on google colab, then google colab doesn't update pyarrow, and the runtime needs to be restarted to use the updated version of pyarrow. This is an issue because `nlp` requires the updated version to work correctly. In this PR I added en error that is shown to the user in google colab if...
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FileNotFoundError for `amazon_polarity`
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[ "Hi @phtephanx , the `amazon_polarity` dataset has not been released yet. It will be available in the coming soon v2of `datasets` :) \r\n\r\nYou can still access it now if you want, but you will need to install datasets via the master branch:\r\n`pip install git+https://github.com/huggingface/datasets.git@master`" ...
2020-12-16T12:51:05Z
2020-12-16T16:02:56Z
2020-12-16T16:02:56Z
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Version: `datasets==v1.1.3` ### Reproduction ```python from datasets import load_dataset data = load_dataset("amazon_polarity") ``` crashes with ```bash FileNotFoundError: Couldn't find file at https://raw.githubusercontent.com/huggingface/datasets/1.1.3/datasets/amazon_polarity/amazon_polarity.py ``` and ...
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Add align_labels_with_mapping docs
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-03-15T19:24:57Z
2022-03-18T16:28:31Z
2022-03-18T16:24:33Z
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This PR documents the `align_labels_with_mapping` function to ensure predicted labels are aligned with the dataset, or to assign a different mapping of labels to ids (requested by @mariosasko 🎉 ). For this specific code sample, the current dataset has a `mixed` label that the original [dataset](https://huggingface....
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Test latest fsspec in CI
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[ "_The documentation is not available anymore as the PR was closed or merged._", "actually the latest fsspec is already installed " ]
2022-10-24T17:18:13Z
2023-09-24T10:06:06Z
2022-10-25T09:30:45Z
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Following the discussion in https://discuss.huggingface.co/t/attributeerror-module-fsspec-has-no-attribute-asyn/19255 I think we need to test the latest fsspec in the CI
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Providing dataset size
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[ "Hi @sashavor, thanks for your suggestion.\r\n\r\nUntil now we have the CLI command \r\n```\r\ndatasets-cli test datasets/<your-dataset-folder> --save_infos --all_configs\r\n```\r\nthat generates the `dataset_infos.json` with the size of the downloaded dataset, among other information.\r\n\r\nWe are currently in th...
2022-09-14T13:09:27Z
2022-09-15T16:03:58Z
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**Is your feature request related to a problem? Please describe.** Especially for big datasets like [LAION](https://huggingface.co/datasets/laion/laion2B-en/), it's hard to know exactly the downloaded size (because there are many files and you don't have their exact size when downloaded). **Describe the solution yo...
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fix typo in Audio dataset documentation
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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...
2023-09-06T23:17:24Z
2023-10-03T14:18:41Z
2023-09-07T15:39:09Z
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There is a typo in the section of the documentation dedicated to creating an audio dataset. The Dataset is incorrectly suffixed with a `Config` https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia/blob/main/librivox-indonesia.py#L59
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135
Fix print statement in READ.md
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[ "Indeed, thanks!" ]
2020-05-15T19:52:23Z
2020-05-17T12:14:06Z
2020-05-17T12:14:05Z
CONTRIBUTOR
null
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print statement was throwing generator object instead of printing names of available datasets/metrics
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Improve error message for missing pacakges from inside dataset script
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I opened a PR before I noticed yours ^^' You can find it here: https://github.com/huggingface/datasets/pull/4484\r\n\r\nThe only comment I have regarding your message is that it possibly shows several `pip install` commands, whereas ...
2022-06-10T16:59:36Z
2022-10-06T13:46:26Z
2022-06-13T13:16:43Z
CONTRIBUTOR
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Improve the error message for missing packages from inside a dataset script: With this change, the error message for missing packages for `bigbench` looks as follows: ``` ImportError: To be able to use bigbench, you need to install the following dependencies: - 'bigbench' using 'pip install "bigbench @ ht...
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5,272
Use pyarrow Tensor dtype
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[ "Hi ! We're using the Arrow format for the datasets, and PyArrow tensors are not part of the Arrow format AFAIK:\r\n\r\n> There is no direct support in the arrow columnar format to store Tensors as column values.\r\n\r\nsource: https://github.com/apache/arrow/issues/4802#issuecomment-508494694", "@wesm @rok its b...
2022-11-20T15:18:41Z
2023-08-17T21:09:11Z
null
NONE
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### Feature request I was going the discussion of converting tensors to lists. Is there a way to leverage pyarrow's Tensors for nested arrays / embeddings? For example: ```python import pyarrow as pa import numpy as np x = np.array([[2, 2, 4], [4, 5, 100]], np.int32) pa.Tensor.from_numpy(x, dim_names=["dim1...
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IWSLT-17 Link Broken
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[ "Sorry, this is a duplicate of #1287. Not sure why it didn't come up when I searched `iwslt` in the issues list.", "Closing this since its a duplicate" ]
2020-12-17T00:46:42Z
2020-12-18T08:06:36Z
2020-12-18T08:05:28Z
NONE
null
null
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``` FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnmted//texts/DeEnItNlRo/DeEnItNlRo/DeEnItNlRo-DeEnItNlRo.tgz ```
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load_dataset doesn't include `features` in its hash
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2020-10-21T15:16:41Z
2020-10-29T09:36:01Z
2020-10-29T09:36:01Z
CONTRIBUTOR
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It looks like the function `load_dataset` does not include what's passed in the `features` argument when creating a hash for a given dataset. As a result, if a user includes new features from an already downloaded dataset, those are ignored. Example: some models on the hub have a different ordering for the labels t...
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Implement loading a dataset builder
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2021-06-11T18:47:22Z
2021-07-05T10:45:57Z
2021-07-05T10:45:57Z
MEMBER
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As discussed with @stas00 and @lhoestq, this would allow things like: ```python from datasets import load_dataset_builder dataset_name = "openwebtext" builder = load_dataset_builder(dataset_name) print(builder.cache_dir) ```
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5,321
Fix loading from HF GCP cache
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Do you know why this stopped working?\r\n\r\nIt comes from the changes in https://github.com/huggingface/datasets/pull/5107/files#diff-355ae5c229f95f86895404b72378ecd6e966c41cbeebb674af6fe6e9611bc126" ]
2022-12-01T14:39:06Z
2022-12-01T16:10:09Z
2022-12-01T16:07:02Z
MEMBER
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As reported in https://discuss.huggingface.co/t/error-loading-wikipedia-dataset/26599/4 it's not possible to download a cached version of Wikipedia from the HF GCP cache I fixed it and added an integration test (runs in 10sec)
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Add Dataset.from_spark
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@mariosasko Would you or another HF datasets maintainer be able to review this, please?", "Amazing ! Great job @maddiedawson \r\n\r\nDo you know if it's possible to also support writing to Parquet using the HF ParquetWriter if `fil...
2023-04-03T23:51:29Z
2023-06-16T16:39:32Z
2023-04-26T15:43:39Z
CONTRIBUTOR
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Adds static method Dataset.from_spark to create datasets from Spark DataFrames. This approach alleviates users of the need to materialize their dataframe---a common use case is that the user loads their dataset into a dataframe, uses Spark to apply some transformation to some of the columns, and then wants to train ...
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4,482
Test that TensorFlow is not imported on startup
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Should we close this PR?", "I'm closing this PR. Feel free to reopen it if necessary." ]
2022-06-13T10:33:49Z
2023-10-12T06:31:39Z
2023-10-11T09:11:56Z
MEMBER
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TF takes some time to be imported, and also uses some GPU memory. I just added a test to make sure that in the future it's never imported by default when ```python import datasets ``` is called. Right now this fails because `huggingface_hub` does import tensorflow (though this is fixed now on their `main` bra...
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1,206
Adding Enriched WebNLG dataset
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[ "Nice :) \r\n\r\ncould you add the tags and also remove all the dummy data files that are not zipped ? The diff currently shows 800 files changes xD", "Aaaaand it's rebase time - the new one is at #1264 !", "closing this one since a new PR was created" ]
2020-12-06T15:36:20Z
2023-09-24T09:51:43Z
2020-12-09T09:40:32Z
CONTRIBUTOR
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This pull requests adds the `en` and `de` versions of the [Enriched WebNLG](https://github.com/ThiagoCF05/webnlg) dataset
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4,377
Fix checksum and bug in irc_disentangle dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-20T07:29:28Z
2022-05-20T09:34:36Z
2022-05-20T09:26:32Z
MEMBER
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There was a bug in filepath segment: - wrong: `jkkummerfeld-irc-disentanglement-fd379e9` - right: `jkkummerfeld-irc-disentanglement-35f0a40` Also there was a bug in the checksum of the downloaded file. This PR fixes these issues. Fix partially #4376.
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492
nlp.Features does not distinguish between nullable and non-nullable types in PyArrow schema
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[ "In 0.4.0, the assertion in `concatenate_datasets ` is on the features, and not the schema.\r\nCould you try to update `nlp` ?\r\n\r\nAlso, since 0.4.0, you can use `dset_wikipedia.cast_(dset_books.features)` to avoid the schema cast hack.", "Or maybe the assertion comes from elsewhere ?", "I'm using the master...
2020-08-11T00:27:46Z
2020-08-26T16:17:19Z
2020-08-26T16:17:19Z
CONTRIBUTOR
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Here's the code I'm trying to run: ```python dset_wikipedia = nlp.load_dataset("wikipedia", "20200501.en", split="train", cache_dir=args.cache_dir) dset_wikipedia.drop(columns=["title"]) dset_wikipedia.features.pop("title") dset_books = nlp.load_dataset("bookcorpus", split="train", cache_dir=args.cache_dir) dse...
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Adding arg to pass process rank to `map`
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[ "Some commits seem to be there twice (made the mistake of rebasing because I wasn't sure whether the doc had changed), is this an issue @lhoestq ?" ]
2021-11-23T15:55:21Z
2021-11-24T11:54:13Z
2021-11-24T11:54:13Z
CONTRIBUTOR
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This PR adds a `with_rank` argument to `map` that gives the user the possibility to pass the rank of each process to their function. This is mostly designed for multi-GPU map (each process can be sent to a different device thanks to the rank). I've also added tests. I'm putting the PR up so you can check the code, I'll...
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Add SV-Ident dataset
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[ "Hi @e-tornike, thanks a lot for adding this interesting dataset.\r\n\r\nRecently at Hugging Face, we have decided to give priority to adding datasets directly on the Hub. Would you mind to transfer your loading script to the Hub? You could create a dedicated org namespace, so that your dataset would be accessible ...
2022-06-14T12:09:00Z
2022-06-20T08:48:26Z
2022-06-20T08:37:27Z
NONE
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Add dataset/piaf
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[ "Very nice !" ]
2020-06-09T10:16:01Z
2020-06-12T08:31:27Z
2020-06-12T08:31:27Z
CONTRIBUTOR
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Small SQuAD-like French QA dataset [PIAF](https://www.aclweb.org/anthology/2020.lrec-1.673.pdf)
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Add configurable options to `seqeval` metric
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2021-04-10T19:58:19Z
2021-04-15T13:49:46Z
2021-04-15T13:49:46Z
CONTRIBUTOR
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Fixes #2148 Adds options to use strict mode, different schemes of evaluation, sample weight and adjust zero_division behavior, if encountered. `seqeval` provides schemes as objects, hence dynamic import from string, to avoid making the user do the import (thanks to @albertvillanova for the `importlib` idea).
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adding xquad-r dataset
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2020-12-04T18:39:13Z
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Complete rouge kwargs
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2020-10-02T09:59:01Z
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In #701 we noticed that some kwargs were missing for rouge
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Interactively doing save_to_disk and load_from_disk corrupts the datasets object?
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[ "Hi,\r\n\r\nCan you give us a minimal reproducible example? This [part](https://huggingface.co/docs/datasets/master/processing.html#controling-the-cache-behavior) of the docs explains how to control caching." ]
2021-03-10T02:48:34Z
2021-03-13T10:07:41Z
2021-03-13T10:07:41Z
NONE
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dataset_info.json file saved after using save_to_disk gets corrupted as follows. ![image](https://user-images.githubusercontent.com/16892570/110568474-ed969880-81b7-11eb-832f-2e5129656016.png) Is there a way to disable the cache that will save to /tmp/huggiface/datastes ? I have a feeling there is a seri...
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Fix `to_numpy` when None values in the sequence
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[ "I just added the same test with dynamic shape", "_The documentation is not available anymore as the PR was closed or merged._", "Awesome ! I'm merging now if you don't mind :)\r\nWe should probably give you permissions to merge your own PRs when you have an approval", "<details>\n<summary>Show benchmarks</su...
2023-06-08T08:38:56Z
2023-06-09T13:49:41Z
2023-06-09T13:23:48Z
CONTRIBUTOR
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Closes #5927 I've realized that the error was overlooked during testing due to the presence of only one None value in the sequence. Unfortunately, it was the only case where the function works as expected. When the sequence contained more than one None value, the function failed. Consequently, I've updated the tests...
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Update README.md
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-03-15T20:52:05Z
2022-03-17T17:51:24Z
2022-03-17T17:47:37Z
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Fixing missing triple quote
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Extractions failed when .zip file located on read-only path (e.g., SageMaker FastFile mode)
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[ "Hi ! Thanks for reporting. Indeed the lock file should be placed in a directory with write permission (e.g. in the directory where the archive is extracted).", "I opened https://github.com/huggingface/datasets/pull/5320 to fix this - it places the lock file in the cache directory instead of trying to put in next...
2022-11-25T03:59:43Z
2023-07-21T14:39:09Z
2023-07-21T14:39:09Z
NONE
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### Describe the bug Hi, `load_dataset()` does not work .zip files located on a read-only directory. Looks like it's because Dataset creates a lock file in the [same directory](https://github.com/huggingface/datasets/blob/df4bdd365f2abb695f113cbf8856a925bc70901b/src/datasets/utils/extract.py) as the .zip file. ...
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Add tip on how to speed up loading with ImageFolder
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for adding that tip! 👍 \r\n\r\nFor the docs syntax, it might be better if we hide the package name/full path to the class or function and only show the name of it. I think it's easier for users to read the function name (eg,`...
2022-03-21T13:45:58Z
2022-03-22T13:39:45Z
2022-03-22T13:34:56Z
CONTRIBUTOR
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This PR does two things: * adds a tip on how to speed up loading of a large number of files with ImageFolder (motivated by [this issue](https://github.com/huggingface/datasets/issues/3960)) * replaces the current references to the `Dataset` methods in the Image Processing doc with their fully qualified counterparts (...
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165
ANLI
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2020-05-19T07:50:57Z
2020-05-20T12:23:07Z
2020-05-20T12:23:07Z
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Can I recommend the following: For ANLI, use https://github.com/facebookresearch/anli. As that paper says, "Our dataset is not to be confused with abductive NLI (Bhagavatula et al., 2019), which calls itself αNLI, or ART.". Indeed, the paper cited under what is currently called anli says in the abstract "We int...
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584
Use github versioning
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[ "I noticed that datasets like `cnn_dailymail` need the `version` parameter to be passed to its `config_kwargs`.\r\nShall we rename the `version` paramater in `load_dataset` ? Maybe `repo_version` or `script_version` ?" ]
2020-09-07T14:58:15Z
2020-09-09T13:37:35Z
2020-09-09T13:37:34Z
MEMBER
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Right now dataset scripts and metrics are downloaded from S3 which is in sync with master. It means that it's not currently possible to pin the dataset/metric script version. To fix that I changed the download url from S3 to github, and adding a `version` parameter in `load_dataset` and `load_metric` to pin a certai...
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4,961
fsspec 2022.8.2 breaks xopen in streaming mode
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[ "loading `fsspec==2022.7.1` fixes this issue, setup.py would need to be changed to prevent users from using the latest version of fsspec.", "Opened [PR](https://github.com/huggingface/datasets/pull/4962) to address this.", "Hi @DCNemesis, thanks for reporting.\r\n\r\nThat was a temporary issue in `fsspec` relea...
2022-09-09T17:26:55Z
2022-09-12T17:45:50Z
2022-09-12T14:32:05Z
NONE
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## Describe the bug When fsspec 2022.8.2 is installed in your environment, xopen will prematurely close files, making streaming mode inoperable. ## Steps to reproduce the bug ```python import datasets data = datasets.load_dataset('MLCommons/ml_spoken_words', 'id_wav', split='train', streaming=True) ``` ...
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MDExOlB1bGxSZXF1ZXN0NTMyNzA1ODQ4
1,133
Adding XQUAD-R Dataset
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2020-12-04T18:22:29Z
2020-12-04T18:28:54Z
2020-12-04T18:28:49Z
CONTRIBUTOR
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Specify utf-8 encoding for MRPC files
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2020-06-23T22:44:36Z
2020-06-25T12:52:21Z
2020-06-25T12:16:10Z
CONTRIBUTOR
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Fixes #307, again probably a Windows-related issue.
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5,783
Offset overflow while doing regex on a text column
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[ "Hi! This looks like an Arrow bug, but it can be avoided by reducing the `writer_batch_size`.\r\n\r\n(`ds = ds.map(get_text_caption, writer_batch_size=100)` in Colab runs without issues)\r\n", "@mariosasko I ran into this problem with load_dataset. What should I do", "@AisingioroHao0 You can also pass the `wri...
2023-04-22T19:12:03Z
2023-09-22T06:44:07Z
null
NONE
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### Describe the bug `ArrowInvalid: offset overflow while concatenating arrays` Same error as [here](https://github.com/huggingface/datasets/issues/615) ### Steps to reproduce the bug Steps to reproduce: (dataset is a few GB big so try in colab maybe) ``` import datasets import re ds = datasets.lo...
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Add CITATION file
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2021-11-07T09:40:19Z
2021-11-07T09:51:47Z
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Add CITATION file.
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Craigslist bargains
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[ "Seeing this in the CircleCI builds, this is what I was originally getting before I started messing around with the download URLS to try to fix this:\r\n\r\n`FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmpwvji917g/extracted/d6185140afb24ad8fee67392100a478269cba286b0d88915a137fdf88872de14/dummy_dat...
2020-12-08T01:45:55Z
2020-12-09T00:46:15Z
2020-12-09T00:46:15Z
CONTRIBUTOR
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`craigslist_bargains` dataset from [here](https://worksheets.codalab.org/worksheets/0x453913e76b65495d8b9730d41c7e0a0c/)
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load_dataset('the_pile_openwebtext2') produces ArrowInvalid, value too large to fit in C integer type
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[ "I encountered the same bug using different datasets.\r\nany suggestions?", "+1, can reproduce here!", "I get the same error\r\nPlatform: Windows 10\r\nPython: python 3.8.8\r\nPyArrow: 5.0", "I was getting a similar error `pyarrow.lib.ArrowInvalid: Integer value 528 not in range: -128 to 127` - AFAICT, this i...
2021-10-10T19:55:21Z
2023-02-24T14:02:20Z
2023-02-24T14:02:20Z
NONE
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## Describe the bug When loading `the_pile_openwebtext2`, we get the error `pyarrow.lib.ArrowInvalid: Value 2111 too large to fit in C integer type` ## Steps to reproduce the bug ```python import datasets ds = datasets.load_dataset('the_pile_openwebtext2') ``` ## Expected results Should download the dataset...
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Fix missing EOL issue in to_json for old versions of pandas
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Some versions of pandas don't add an EOL at the end of the output of `to_json`. Therefore users could end up having two samples in the same line Close https://github.com/huggingface/datasets/issues/2615
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Give a user feedback if the dataset he loads is streamable or not
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[ "#self-assign", "I understand it already raises a `NotImplementedError` exception, eg:\r\n\r\n```\r\n>>> dataset = load_dataset(\"journalists_questions\", name=\"plain_text\", split=\"train\", streaming=True)\r\n\r\n[...]\r\nNotImplementedError: Extraction protocol for file at https://drive.google.com/uc?export=d...
2021-07-15T09:07:27Z
2021-08-02T11:03:21Z
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**Is your feature request related to a problem? Please describe.** I would love to know if a `dataset` is with the current implementation streamable or not. **Describe the solution you'd like** We could show a warning when a dataset is loaded with `load_dataset('...',streaming=True)` when its lot streamable, e.g....
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Update SciFact URL
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[ "Hi ! The error you get is the result of some verifications the library is doing when loading a dataset that already has some metadata in the dataset_infos.json. You can ignore the verifications with \r\n```\r\npython datasets-cli test datasets/scifact --save_infos --all_configs --ignore_verifications\r\n```\r\nThi...
2021-01-26T02:49:06Z
2021-01-28T18:48:00Z
2021-01-28T10:19:45Z
CONTRIBUTOR
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Hi, I'm following up this [issue](https://github.com/huggingface/datasets/issues/1717). I'm the SciFact dataset creator, and I'm trying to update the SciFact data url in your repo. Thanks again for adding the dataset! Basically, I'd just like to change the `_URL` to `"https://scifact.s3-us-west-2.amazonaws.com/re...
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2021-01-07T21:45:24Z
2021-01-08T09:00:01Z
2021-01-08T09:00:01Z
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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[Tests] fix typo
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2020-05-03T13:23:49Z
2020-05-03T13:24:21Z
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@lhoestq - currently the slow test fail with: ``` _____________________________________________________________________________________ DatasetTest.test_load_real_dataset_xnli _____________________________________________________________________________________ ...
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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" ]
2022-07-04T14:32:43Z
2022-07-08T14:27:29Z
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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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OverflowError when slicing with an array containing negative ids
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2020-09-24T16:27:14Z
2020-09-28T14:42:19Z
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```python from datasets import Dataset d = ds.Dataset.from_dict({"a": range(10)}) print(d[0]) # {'a': 0} print(d[-1]) # {'a': 9} print(d[[0, -1]]) # OverflowError ``` results in ``` --------------------------------------------------------------------------- OverflowError ...
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Add bAbI QA tasks
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[ "Hi @lhoestq,\r\n\r\nShould I remove the 160 configurations? Is it too much?\r\n\r\nEDIT:\r\nCan you also check the task category? I'm not sure if there is an appropriate tag for the same.", "Thanks for the changes !\r\n\r\n> Should I remove the 160 configurations? Is it too much?\r\n\r\nYea 160 configuration is ...
2021-03-14T13:04:39Z
2021-03-29T12:41:48Z
2021-03-29T12:41:48Z
CONTRIBUTOR
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- **Name:** *The (20) QA bAbI tasks* - **Description:** *The (20) QA bAbI tasks are a set of proxy tasks that evaluate reading comprehension via question answering. Our tasks measure understanding in several ways: whether a system is able to answer questions via chaining facts, simple induction, deduction and many mor...
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Faster map w/ input_columns & faster slicing w/ Iterable keys
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[ "@lhoestq Just fixed the code style issues— I think it should be good to merge now :)" ]
2021-04-21T19:49:07Z
2021-04-26T16:13:59Z
2021-04-26T16:13:59Z
CONTRIBUTOR
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@lhoestq Fixes #2193 - `map` now uses `with_format` to only load needed columns in memory when `input_columns` is set - Slicing datasets with Iterables of indices now uses a new `Table.fast_gather` method, implemented with `np.searchsorted`, to find the appropriate batch indices all at once. `pa.concat_tables` is ...
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Add load_dataset_builder
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[ "Hi @mariosasko, thanks for taking on this issue.\r\n\r\nJust a few logistic suggestions, as you are one of our most active contributors ❤️ :\r\n- When you start working on an issue, you can self-assign it to you by commenting on the issue page with the keyword: `#self-assign`; we have implemented a GitHub Action t...
2021-06-14T14:27:45Z
2021-07-09T00:08:16Z
2021-07-05T10:45:58Z
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Adds the `load_dataset_builder` function. The good thing is that we can reuse this function to load the dataset info without downloading the dataset itself. TODOs: - [x] Add docstring and entry in the docs - [x] Add tests Closes #2484
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Support pandas 1.3 new `read_csv` parameters
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2021-09-24T08:37:24Z
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Support two new arguments introduced in pandas v1.3.0: - `encoding_errors` - `on_bad_lines` `read_csv` reference: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_csv.html
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Add F1 Metric Card
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-04-25T19:14:56Z
2022-04-26T20:44:18Z
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Add Dataflow support + Wikipedia + Wiki40b
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2020-05-27T12:32:49Z
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# Add Dataflow support + Wikipedia + Wiki40b ## Support datasets processing with Apache Beam Some datasets are too big to be processed on a single machine, for example: wikipedia, wiki40b, etc. Apache Beam allows to process datasets on many execution engines like Dataflow, Spark, Flink, etc. To process such da...
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Adding babi dataset
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[ "This is ok now @lhoestq\r\n\r\nI've included the tweak to `dummy_data` to only use the data transmitted to `_generate_examples` by default (it only do that if it can find at least one path to an existing file in the `gen_kwargs` and this can be unactivated with a flag).\r\n\r\nShould I extract it in another PR or ...
2020-12-04T15:42:34Z
2021-03-30T09:44:04Z
2021-03-30T09:44:04Z
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Adding the English version of bAbI. Samples are taken from ParlAI for consistency with the main users at the moment. Supersede #945 (problem with the rebase) and adresses the issues mentioned in the review (dummy data are smaller now and code comments are fixed).
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Datasets load error for saved github issues
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[ "I can confirm that the error exists!\r\nI'm trying to read 3 parquet files locally:\r\n```python\r\nfrom datasets import load_dataset, Features, Value, ClassLabel\r\n\r\nreview_dataset = load_dataset(\r\n \"parquet\",\r\n data_files={\r\n \"train\": os.path.join(sentiment_analysis_data_path, \"train.p...
2023-01-14T17:29:38Z
2023-09-14T11:39:57Z
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### Describe the bug Loading a previously downloaded & saved dataset as described in the HuggingFace course: issues_dataset = load_dataset("json", data_files="issues/datasets-issues.jsonl", split="train") Gives this error: datasets.builder.DatasetGenerationError: An error occurred while generating the dataset...
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[Breaking] Switch text loading to multi-threaded PyArrow loading
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[ "Awesome !\r\nAlso I was wondering if we should try to make the hashing of the `data_files` faster (it is used to build the cache directory of datasets like `text` or `json`). Right now it reads each file and hashes all of its data. We could simply hash the path and some metadata including the `time last modified` ...
2020-08-31T15:15:41Z
2020-09-08T10:19:58Z
2020-09-08T10:19:57Z
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Test if we can get better performances for large-scale text datasets by using multi-threaded text file loading based on Apache Arrow multi-threaded CSV loader. If it works ok, it would fix #546. **Breaking change**: The text lines now do not include final line-breaks anymore.
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[ "Hi @lhoestq \r\n\r\nI have added the readme file as well, please if you could check it once \r\n\r\nThank you " ]
2020-12-12T16:23:49Z
2020-12-14T20:45:24Z
2020-12-14T20:45:24Z
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Software Applications User Reviews
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OPUS UBUNTU dataset
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[ "merging since the CI is fixed on master" ]
2020-12-11T22:01:37Z
2020-12-17T14:38:16Z
2020-12-17T14:38:15Z
CONTRIBUTOR
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Dataset : http://opus.nlpl.eu/Ubuntu.php
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update `samsum` script
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[ "_The documentation is not available anymore as the PR was closed or merged._", "We are closing PRs to dataset scripts because we are moving them to the Hub.\r\n\r\nThanks anyway.\r\n\r\n" ]
2022-07-16T11:53:05Z
2022-09-23T11:40:11Z
2022-09-23T11:37:57Z
CONTRIBUTOR
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update `samsum` script after #4672 was merged (citation is also updated)
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Transfer dataset scripts to Hub
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[ "Sounds good ! Can I help with anything ?" ]
2022-09-23T08:48:10Z
2022-10-05T07:15:57Z
2022-10-05T07:15:57Z
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Before merging: - #4974 TODO: - [x] Create label: ["dataset contribution"](https://github.com/huggingface/datasets/pulls?q=label%3A%22dataset+contribution%22) - [x] Create project: [Datasets: Transfer datasets to Hub](https://github.com/orgs/huggingface/projects/22/) - [x] PRs: - [x] Add dataset: we should r...
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No module named 'nlp.logging'
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[ "Thanks for reporting.\r\n\r\nApparently this is a versioning issue: the lib downloaded the `bleurt` script from the master branch where we did this change recently. We'll fix that in a new release this week or early next week. Cc @thomwolf \r\n\r\nUntil that, I'd suggest you to download the right bleurt folder fro...
2020-09-02T13:49:50Z
2020-09-03T07:29:50Z
2020-09-03T07:29:50Z
NONE
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Hi, I am using nlp version 0.4.0. Trying to use bleurt as an eval metric, however, the bleurt script imports nlp.logging which creates the following error. What am I missing? ``` >>> import nlp 2020-09-02 13:47:09.210310: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic l...
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Save a dataset in a determined number of shards
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2022-11-18T14:43:54Z
2022-12-14T18:22:59Z
2022-12-14T18:22:59Z
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This is useful to distribute the shards to training nodes. This can be implemented in `save_to_disk` and can also leverage multiprocessing to speed up the process
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Fix wrong map parameter name in cache docs
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-08T07:27:46Z
2022-06-14T16:49:00Z
2022-06-14T16:07:00Z
CONTRIBUTOR
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The `load_from_cache` parameter of `map` should be `load_from_cache_file`.
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add multi-proc in `to_csv`
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[ "I think you can just add a test `test_dataset_to_csv_multiproc` in `tests/io/test_csv.py` and we'll be good", "Hi @lhoestq, \r\nI've added `test_dataset_to_csv` apart from `test_dataset_to_csv_multiproc` as no test was there to check generated CSV file when `num_proc=1`. Please let me know if anything is also re...
2021-09-10T21:35:09Z
2021-10-28T05:47:33Z
2021-10-26T16:00:42Z
CONTRIBUTOR
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This PR extends the multi-proc method used in #2747 for`to_json` to `to_csv` as well. Results on my machine post benchmarking on `ascent_kb` dataset (giving ~45% improvement when compared to num_proc = 1): ``` Time taken on 1 num_proc, 10000 batch_size 674.2055702209473 Time taken on 4 num_proc, 10000 batch_siz...
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5,004
Remove license tag file and validation
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-09-21T12:35:14Z
2022-09-22T11:47:41Z
2022-09-22T11:45:46Z
MEMBER
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As requested, we are removing the validation of the licenses from `datasets` because this is done on the Hub. Fix #4994. Related to: - #4926, which is removing all the validation from `datasets`
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5,163
Reduce default max `writer_batch_size`
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2022-10-25T14:14:52Z
2022-10-27T12:19:27Z
2022-10-27T12:16:47Z
CONTRIBUTOR
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Reduce the default writer_batch_size from 10k to 1k examples. Additionally, align the default values of `batch_size` and `writer_batch_size` in `Dataset.cast` with the values from the corresponding docstring.
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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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5,696
Shuffle a sharded iterable dataset without seed can lead to duplicate data
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2023-04-03T09:40:03Z
2023-04-04T14:58:18Z
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As reported in https://github.com/huggingface/datasets/issues/5360 If `seed=None` in `.shuffle()`, shuffled datasets don't use the same shuffling seed across nodes. Because of that, the lists of shards is not shuffled the same way across nodes, and therefore some shards may be assigned to multiple nodes instead o...
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Yoruba GV NER added
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[ "Thank you. Okay, I will add the dataset card." ]
2020-12-08T00:31:38Z
2020-12-08T23:25:28Z
2020-12-08T23:25:28Z
CONTRIBUTOR
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I just added Yoruba GV NER dataset from this paper https://www.aclweb.org/anthology/2020.lrec-1.335/
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Mark CI tests as xfail if Hub HTTP error
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2022-08-13T10:45:11Z
2022-08-23T04:57:12Z
2022-08-23T04:42:26Z
MEMBER
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In order to make testing more robust (and avoid merges to master with red tests), we could mark tests as xfailed (instead of failed) when the Hub raises some temporary HTTP errors. This PR: - marks tests as xfailed only if the Hub raises a 500 error for: - test_upstream_hub - makes pytest report the xfailed/xpa...
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Loading all answers from drop
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[ "Nice thanks for the change !\r\nThis looks all good to me\r\n\r\nBefore we merge can you just update the dataset_infos.json file of drop ? You can do it by running\r\n```\r\ndatasets-cli test ./datasets/drop --all_configs --save_infos --ignore_verifications\r\n```", "Done!" ]
2021-03-03T17:13:07Z
2021-03-15T11:27:26Z
2021-03-15T11:27:26Z
CONTRIBUTOR
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Hello all, I propose this change to the DROP loading script so that all answers are loaded no matter their type. Currently, only "span" answers are loaded, which excludes a significant amount of answers from drop (i.e. "number" and "date"). I updated the script with the version I use for my work. However, I could...
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CI test suite fails after meteor metric update
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2021-10-11T06:37:12Z
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## Describe the bug CI test suite fails: https://app.circleci.com/pipelines/github/huggingface/datasets/8110/workflows/f059ba43-9154-4632-bebb-82318447ddc9/jobs/50010 Stack trace: ``` ___________________ LocalMetricTest.test_load_metric_meteor ____________________ [gw1] linux -- Python 3.6.15 /home/circleci/.pye...
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[Load] rename setup_module to prepare_module
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2020-05-08T08:54:22Z
2020-05-08T08:56:32Z
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rename setup_module to prepare_module due to issues with pytests `setup_module` function. See: PR #59.
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CRD3 dataset card
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2021-06-18T00:24:07Z
2021-06-21T10:18:44Z
2021-06-21T10:18:44Z
CONTRIBUTOR
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This PR adds additional information to the CRD3 dataset card.
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MDExOlB1bGxSZXF1ZXN0NDM3ODM1ODI4
293
Don't test community datasets
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2020-06-22T10:15:33Z
2020-06-22T11:07:00Z
2020-06-22T11:06:59Z
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This PR disables testing for community datasets on aws. It should fix the CI that is currently failing.
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https://api.github.com/repos/huggingface/datasets/issues/4037
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https://github.com/huggingface/datasets/issues/4037
1,183,144,486
I_kwDODunzps5GhVom
4,037
Error while building documentation
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[ "After some investigation, maybe the bug is in `doc-builder`.\r\n\r\nI've opened an issue there:\r\n- huggingface/doc-builder#160", "Fixed by @lewtun (thank you):\r\n- huggingface/doc-builder@31fe6c8bc7225810e281c2f6c6cd32f38828c504" ]
2022-03-28T09:22:44Z
2022-03-28T10:01:52Z
2022-03-28T10:00:48Z
MEMBER
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## Describe the bug Documentation building is failing: - https://github.com/huggingface/datasets/runs/5716300989?check_suite_focus=true ``` ValueError: There was an error when converting ../datasets/docs/source/package_reference/main_classes.mdx to the MDX format. Unable to find datasets.filesystems.S3FileSystem...
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