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## Describe the bug I have a local file `*.json.gz` and it can be read by `pandas.read_json(lines=True)`, but cannot be read by `load_datasets("json")` (resulting in 0 lines) ## Steps to reproduce the bug ```python fpath = '/data/junwang/.cache/general/57b6f2314cbe0bc45dda5b78f0871df2/test.json.gz' ds_panda = Da...
2022-10-07T14:43:16Z
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2022-10-07T02:16:58Z
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load_datasets("json", ...) don't read local .json.gz properly
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[ "Hi @junwang-wish, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce the bug. Which version of `datasets` are you using? Does the problem persist if you update `datasets`?\r\n```shell\r\npip install -U datasets\r\n``` ", "Thanks @albertvillanova I updated `datasets` from `2.5.1` to `2.5.2` and...
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Fix #5085
2022-10-07T18:43:03Z
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2022-10-07T01:07:00Z
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Fix filter with empty indices
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2022-10-07T18:40:26Z
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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## Describe the bug I was following chap 5 from huggingface course: https://huggingface.co/course/chapter5/6?fw=tf However, I'm not able to download the datasets, with a 404 erros <img width="1160" alt="iShot2022-10-06_15 54 50" src="https://user-images.githubusercontent.com/54015474/194406327-ae62c2f3-1da5-...
2022-10-07T15:12:01Z
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2022-10-06T19:48:58Z
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HTTPError: 404 Client Error: Not Found for url
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2022-10-07T15:12:01Z
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[ "FYI @lewtun ", "Hi @km5ar, thanks for reporting.\r\n\r\nThis should be fixed in the notebook:\r\n- the filename `datasets-issues-with-hf-doc-builder.jsonl` no longer exists on the repo; instead, current filename is `datasets-issues-with-comments.jsonl`\r\n- see: https://huggingface.co/datasets/lewtun/github-issu...
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## Describe the bug When filtering a dataset twice, where the first result is an empty dataset, the second dataset seems corrupted. ## Steps to reproduce the bug ```python datasets = load_dataset("glue", "sst2") dataset_split = datasets['validation'] ds_filter_1 = dataset_split.filter(lambda x: False) # ...
2022-10-07T19:06:02Z
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Filtering on an empty dataset returns a corrupted dataset.
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2022-10-07T18:40:26Z
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[ "~~It seems like #5043 fix (merged recently) is the root cause of such behaviour. When we empty indices mapping (because the dataset length equals to zero), we can no longer get column item like: `ds_filter_2['sentence']` which uses\r\n`ds_filter_1._indices.column(0)`~~\r\n\r\n**UPDATE:**\r\nEmpty datasets are retu...
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This code now returns a numpy array: ```python from datasets import load_dataset ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np") print(next(iter(ds))["image"]) ``` It also works with "arrow", "pandas", "torch", "tf" and "jax" ### Implementation details: I'm using the ex...
2023-09-24T10:06:51Z
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2022-10-06T16:53:38Z
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IterableDataset formatting in numpy/torch/tf/jax
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2022-12-20T17:19:52Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5084). All of your documentation changes will be reflected on that endpoint.", "Actually I'm not happy with this implementation. It always require the iterable dataset to have definite `features`, which removes a lot of flexibi...
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Right now `IterableDataset` doesn't do any formatting. In particular this code should return a numpy array: ```python from datasets import load_dataset ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np") print(next(iter(ds))["image"]) ``` Right now it returns a PIL.Image. S...
2023-10-09T12:42:15Z
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Support numpy/torch/tf/jax formatting for IterableDataset
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[ "hii @lhoestq, can you assign this issue to me? Though i am new to open source still I would love to put my best foot forward. I can see there isn't anyone right now assigned to this issue.", "Hi @zutarich ! This issue was fixed by #5852 - sorry I forgot to close it\r\n\r\nFeel free to look for other issues and p...
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Fixing #514 . Hello @mariosasko πŸ‘‹, I have implemented what you have recommanded to fix the keep in memory problem for shuffle on the issue #514 .
2022-10-07T14:35:34Z
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2022-10-06T11:10:46Z
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adding keep in memory
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2022-10-07T14:32:54Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @mariosasko , I have added a test for the `keep_in_memory` version. I have also removed the `Compatible with temp_seed` part in the scope of `dset_shuffled`, please verify if that makes sense." ]
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## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("sentence-transformers/parallel-sentences") ``` raises this: ``` /home/phmay/miniconda3/envs/paraphrase-mining/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py:697: FutureWarning: the '...
2022-10-11T10:00:48Z
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2022-10-06T10:47:51Z
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Bug loading `sentence-transformers/parallel-sentences`
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[ "tagging @nreimers ", "The dataset is sadly not really compatible to be loaded with `load_dataset`. So far it is better to git clone it and to use the files directly.\r\n\r\nA data loading script would be needed to be added to this dataset. But this was too much overhead / not really intuitive how to create it.",...
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## Is your feature request related to a problem? As previously discussed in our meeting with @Wauplin and agreed on our last datasets team sync meeting, I'm investigating how `datasets` can use `hfh` for caching. ## Describe the solution you'd like Due to the peculiarities of the `datasets` cache, I would prop...
2022-10-06T14:26:05Z
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2022-10-06T05:51:58Z
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Use hfh for caching
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[ "There is some discussion in https://github.com/huggingface/huggingface_hub/pull/1088 if it can help :)" ]
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Closes #5074 Replaces `AssertionError` in the following files with more descriptive exceptions: - `src/datasets/arrow_reader.py` - `src/datasets/builder.py` - `src/datasets/utils/version.py` The issue listed more files that needed to be fixed, but the rest of them were contained in the top-level `datasets` d...
2022-10-07T14:35:43Z
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2022-10-06T01:39:35Z
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refactor: replace AssertionError with more meaningful exceptions (#5074)
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2022-10-07T14:33:10Z
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Fixes header level so `Dataset features` is the doc title instead of `The Audio type`: ![Screen Shot 2022-10-05 at 1 22 02 PM](https://user-images.githubusercontent.com/59462357/194155840-eeb5d62f-f4eb-411e-b281-8494c5fffdce.png)
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Fix header level in Audio docs
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Fix passed `download_config` in `HubDatasetModuleFactoryWithoutScript`.
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Status: Ready for review Description of Changes: Fixes #5075 Changes proposed in this pull request: - Throw EnvironmentError instead of OSError in `push_to_hub` when the Hub token is not present.
2022-10-07T14:35:57Z
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fix: update exception throw from OSError to EnvironmentError in `push…
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2022-10-07T14:33:27Z
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Throw EnvironmentError instead of OSError ([link](https://github.com/huggingface/datasets/blob/6ad430ba0cdeeb601170f732d4bd977f5c04594d/src/datasets/arrow_dataset.py#L4306) to the line) in `push_to_hub` when the Hub token is not present.
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[ "@mariosasko I've raised a PR #5076 against this issue. Please help to review. Thanks." ]
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Replace the AssertionErrors with more meaningful errors such as ValueError, TypeError, etc. The files with AssertionErrors that need to be replaced: ``` src/datasets/arrow_reader.py src/datasets/builder.py src/datasets/utils/version.py ```
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[ "Hi, can I pick up this issue?", "#self-assign", "Looks like the top-level `datasource` directory was removed when https://github.com/huggingface/datasets/pull/4974 was merged, so there are 3 source files to fix." ]
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Hello! @mariosasko This pull request relates to issue #5050 and intends to add the format to datasets loaded from disk. All I did was add a set_format in the Dataset.load_from_disk, as DatasetDict.load_from_disk relies on the first. I don't know if I should add a test and where, so let me know if I should and ...
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Restore saved format state in `load_from_disk`
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2022-10-11T16:49:23Z
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Added support for image and audio formatting for numpy, torch, tf and jax. For images, the dtype used is the one of the image (the one returned by PIL.Image), e.g. uint8 I also added support for string, binary and None types. In particular for torch and jax, strings are kept unchanged (previously it was returning...
2022-10-10T13:24:10Z
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Image & Audio formatting for numpy/torch/tf/jax
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2022-10-10T13:21:32Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I just added a consolidation step so that numpy arrays or tensors of images are stacked together if the shapes match, instead of having lists of tensors\r\n\r\nFeel free to review @mariosasko :)", "I added a few lines in the docs a...
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This PR supports defining a default config name, even if no predefined allowed config names are set. Fix #5070. CC: @stas00
2022-10-06T14:43:12Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Super, thanks a lot for adding this support, Albert!" ]
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**Is your feature request related to a problem? Please describe.** As discussed with @stas00, we could support defining a default config name, even if no predefined allowed config names are set. That is, support `DEFAULT_CONFIG_NAME`, even when `BUILDER_CONFIGS` is not defined. **Additional context** In order to ...
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[ "Thank you for creating this feature request, Albert.\r\n\r\nFor context this is the datatest where Albert has been helping me to switch to on-the-fly split config https://huggingface.co/datasets/HuggingFaceM4/cm4-synthetic-testing\r\n\r\nand the attempt to switch on-the-fly splits was here: https://huggingface.co/...
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This PR updates the `CONTRIBUTING.md` guide, once the all dataset scripts have been removed from the GitHub repo and transferred to the HF Hub: - #4974 See diff here: https://github.com/huggingface/datasets/commit/e3291ecff9e54f09fcee3f313f051a03fdc3d94b Additionally, this PR fixes the line separator that by som...
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Fix CONTRIBUTING once dataset scripts transferred to Hub
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This PR implements support for streaming out-of-the-box dataset scripts containing `gzip.open`. This has been a recurring issue. See, e.g.: - #5060 - #3191
2022-10-06T15:13:51Z
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Added a CI job for python 3.10 Some dependencies don't work on 3.10 like apache beam, so I remove them from the extras in this case. I also removed some s3 fixtures that we don't use anymore (and that don't work on 3.10 anyway)
2022-11-29T15:28:05Z
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2022-11-29T15:25:26Z
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This PR aligns the signature of `create_repo`/`delete_repo` with the current one in hfh, by removing deprecated `name` and `organization`, and using `repo_id` instead. Related to: - #5063 CC: @lhoestq
2022-10-07T17:02:11Z
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2022-10-07T16:59:30Z
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This PR aligns the signature of `list_repo_files` with the current one in `hfh`, by renaming deprecated `token` to `use_auth_token`. This is already the case for `dataset_info`. CC: @lhoestq
2022-10-07T16:42:57Z
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In our CI, we get warnings from `hfh` about using deprecated `token`: https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431 ``` tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_private tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub tests/te...
2022-10-04T08:58:15Z
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Fix CI hfh token warning
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## Describe the bug When I `map` with multiple processes, this error occurs. The `.name` of the `logger` that fails to pickle in the final line is `datasets.fingerprint`. ``` File "~/project/dataset.py", line 204, in <dictcomp> split: dataset.map( File ".../site-packages/datasets/arrow_dataset.py", line 24...
2023-07-21T14:43:35Z
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2022-10-03T23:51:38Z
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`_pickle.PicklingError: logger cannot be pickled` in multiprocessing `map`
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2023-07-21T14:43:34Z
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[ "This is maybe related to python 3.10, do you think you could try on 3.8 ?\r\n\r\nIn the meantime we'll keep improving the support for 3.10. Let me add a dedicated CI", "I did some binary search and seems like the root cause is either `multiprocess` or `dill`. python 3.10 is fine. Specifically:\r\n- `multiprocess...
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## Describe the bug I have uploaded a [dataset](https://huggingface.co/datasets/zpn/pubchem_selfies) and followed the instructions from the [dataset_loader](https://huggingface.co/docs/datasets/dataset_script#download-data-files-and-organize-splits) tutorial. In that tutorial, it says ``` If the data files live in ...
2022-10-06T14:29:18Z
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2022-10-03T21:55:16Z
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Unable to Use Custom Dataset Locally
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CONTRIBUTOR
2022-10-06T14:29:17Z
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[ "Hi ! I opened a PR in your repo to fix this :)\r\nhttps://huggingface.co/datasets/zpn/pubchem_selfies/discussions/7\r\n\r\nbasically you need to use `open` for streaming to work properly", "Thank you so much for this! Naive question, is this a feature of `open` or have you all overloaded it to be able to read fr...
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Fixes a small typo :)
2022-10-03T17:34:40Z
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2022-10-03T17:05:25Z
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Fix typo
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2022-10-03T17:32:27Z
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To make CI more robust, we could mark as xfail when the Hub raises a 502 error (besides 500 error): - FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_to_hub_skip_identical_files - https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431 ``` > raise HTTPEr...
2022-10-04T10:03:23Z
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2022-10-03T15:53:55Z
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Mark CI tests as xfail when 502 error
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Add the `converters` param to `CsvBuilder`, to help in situations like [this one](https://discuss.huggingface.co/t/typeerror-in-load-dataset-related-to-a-sequence-of-strings/23545).
2022-10-04T11:19:28Z
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2022-10-03T14:23:21Z
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Support `converters` in `CsvBuilder`
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2022-10-04T11:17:32Z
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This PR fixes the broken URL's in GEM. cc. @lhoestq, @albertvillanova
2022-10-04T13:49:00Z
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2022-10-03T13:13:22Z
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Fix broken URL's (GEM)
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2022-10-04T13:48:59Z
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PR_kwDODunzps5ADfxN
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5056). All of your documentation changes will be reflected on that endpoint.", "Thanks, @manandey. We have removed all dataset scripts from this repo. Subsequent PRs should be opened directly on the Hugging Face Hub." ]
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While working on https://github.com/huggingface/datasets/pull/5018 I noticed a small bug introduced in #4926 regarding backward compatibility for dataset_infos.json Indeed, when a dataset repo had both dataset_infos.json and README.md, the JSON file was ignored. This is unexpected: in practice it should be ignored o...
2022-10-03T13:43:55Z
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This PR fixes the license/citation information of squadshifts dataset card, once the dataset owners have responded to our request for information: - https://github.com/modestyachts/squadshifts-website/issues/1 Additionally, we have updated the mention in their website to our `datasets` library (they were referring ...
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## Describe the bug I have an intermittent error when streaming the Pile, where I get a JSON parse error which causes my program to crash. This is intermittent - when I rerun the program with the same random seed it does not crash in the same way. The exact point this happens also varied - it happened to me 11B tok...
2022-10-04T17:59:03Z
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2022-10-02T11:56:46Z
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[ "Maybe #2838 can help. In this PR we allow to skip bad chunks of JSON data to not crash the training\r\n\r\nDid you have warning messages before the error ?\r\n\r\nsomething like this maybe ?\r\n```\r\n03/24/2022 02:19:46 - WARNING - datasets.utils.streaming_download_manager - Got disconnected from remote data host...
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Hello, This resolves issues #4988. I added a method `from_generator` to class `IterableDataset`. I modified the `read` method of input stream generator to also return Iterable_dataset.
2022-10-05T12:51:48Z
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added from_generator method to IterableDataset class.
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2022-10-05T12:10:48Z
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Reverts the removal of `task_templates` in the folder-based builders. I also added the `AudioClassifaction` task for consistency. This is needed to fix https://github.com/huggingface/transformers/issues/19177. I think we should soon deprecate and remove the current task API (and investigate if it's possible to in...
2022-10-03T12:23:35Z
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2022-09-30T14:50:03Z
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Revert task removal in folder-based builders
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2022-10-03T12:21:31Z
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Even though we save the `format` state in `save_to_disk`, we don't restore it in `load_from_disk`. We should fix that. Reported here: https://discuss.huggingface.co/t/save-to-disk-loses-formatting-information/23815
2022-10-11T16:49:24Z
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2022-09-30T12:40:07Z
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Restore saved format state in `load_from_disk`
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[ "Hi, can I work on this?", "Hi, sure! Let us know if you need some pointers/help." ]
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Add the `kwargs` param to `from_generator` to align it with the rest of the `from_` methods (this param allows passing custom `writer_batch_size` for instance).
2022-10-03T11:00:11Z
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Add `kwargs` to `Dataset.from_generator`
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2022-10-03T10:58:15Z
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Fix for a critical bug in the EURLEX dataset label list to make LexGLUE EURLEX results replicable. In LexGLUE (Chalkidis et al., 2022), the following is mentioned w.r.t. EUR-LEX: _"It supports four different label granularities, comprising 21, 127, 567, 7390 EuroVoc concepts, respectively. We use the 100 most frequ...
2022-09-30T16:30:25Z
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2022-09-30T09:47:12Z
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Fix bug with labels of eurlex config of lex_glue dataset
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2022-09-30T16:21:41Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@JamesLYC88 here is the fix! Thanks again!", "Thanks, @albertvillanova. When do you expect that this change will take effect when someone downloads the dataset?", "The change is immediately available now, since this change we mad...
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Reported in https://github.com/huggingface/datasets/pull/3878 I updated the number of examples
2022-09-30T10:23:22Z
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2022-09-30T08:47:29Z
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Fix cats_vs_dogs
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## Describe the bug When audio files are at the same level as the metadata (`metadata.csv` or `metadata.jsonl` ), the `load_dataset` returns a `DatasetDict` with no rows but the correct columns. https://github.com/huggingface/datasets/blob/1ea4d091b7a4b83a85b2eeb8df65115d39af3766/docs/source/audio_dataset.mdx?plain...
2022-10-28T13:05:07Z
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2022-09-29T19:17:23Z
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Audiofolder creates empty Dataset if files same level as metadata
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[ "Hi! Unfortunately, I can't reproduce this behavior. Instead, I get `ValueError: audio at 2063_fe9936e7-62b2-4e62-a276-acbd344480ce_1.wav doesn't have metadata in /audio-data/metadata.csv`, which can be fixed by removing the `./` from the file name.\r\n\r\n(Link to a Colab that tries to reproduce this behavior: htt...
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**Is your feature request related to a problem? Please describe.** I pushed a modification of a large dataset (remove a column) to the hub. The push was interrupted after some files were committed to the repo. This left the dataset to raise an error on load_dataset() (ValueError couldn’t cast … because column names do...
2023-10-16T13:30:49Z
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2022-09-29T18:08:12Z
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Automatically revert to last successful commit to hub when a push_to_hub is interrupted
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[ "Could you share the error you got please ? Maybe the full stack trace if you have it ?\r\n\r\nMaybe `push_to_hub` be implemented as a single commit @Wauplin ? This way if it fails, the repo is still at the previous (valid) state instead of ending-up in an invalid/incimplete state.", "> Maybe push_to_hub be imple...
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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 ...
2024-02-12T15:03:27Z
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2022-09-29T17:37:12Z
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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...
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Fix #5038
2022-09-30T15:46:39Z
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2022-09-29T16:17:28Z
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Fix `flatten_indices` with empty indices mapping
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2022-09-30T15:44:25Z
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I forgot to add the new citation.
2022-09-30T07:14:00Z
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2022-09-29T12:10:02Z
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Update swiss judgment prediction
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2022-09-29T14:32:02Z
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This PR: - supports streaming - fixes the description section of the dataset card
2022-09-30T07:13:38Z
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2022-09-29T11:37:58Z
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Support streaming hendrycks_test dataset.
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Update metadata JSON. Fix #5039.
2022-09-29T10:06:22Z
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Fix NonMatchingChecksumError in hendrycks_test dataset
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Hi, The checksum for [hendrycks_test](https://huggingface.co/datasets/hendrycks_test) does not compare correctly, I guess it has been updated on the remote. ``` datasets.utils.info_utils.NonMatchingChecksumError: Checksums didn't match for dataset source files: ['https://people.eecs.berkeley.edu/~hendrycks/data....
2022-09-29T10:23:30Z
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2022-09-29T06:56:20Z
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Hendrycks Checksum
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[ "Thanks for reporting, @DanielHesslow. We are fixing it. ", "@albertvillanova thanks for taking care of this so quickly!", "The dataset metadata is fixed. You can download it normally." ]
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## Describe the bug After filtering a dataset, and if no samples remain, `Dataset.unique` will return the unique values of the unfiltered dataset. ## Steps to reproduce the bug ```python from datasets import Dataset dataset = Dataset.from_dict({'id': [0]}) dataset = dataset.filter(lambda _: False) print(data...
2022-09-30T15:44:25Z
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2022-09-28T16:20:35Z
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`Dataset.unique` showing wrong output after filtering
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2022-09-30T15:44:25Z
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[ "Hi! It seems like `flatten_indices` (called in `unique`) doesn't know how to handle empty indices mappings. I'm working on the fix.", "Thanks, that was fast!" ]
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This PR improves PackagedDatasetTest CI performance speed. For Ubuntu (latest): - Duration (without parallelism) before: 334.78s (5.58m) - Duration (without parallelism) afterwards: 0.48s The approach is passing a dummy `data_files` argument to load the builder, so that it avoids the slow inferring of it over the ...
2022-09-30T16:05:42Z
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2022-09-30T16:03:24Z
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Hello everyone, Following the issue #4893 and the PR #4831, I propose here an oversampling strategy for a `IterableDataset` list. The `all_exhausted` strategy stops building the new dataset as soon as all samples in each dataset have been added at least once. It follows roughly the same logic behind #4831, namely...
2022-09-30T12:30:48Z
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2022-09-28T10:10:23Z
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Add oversampling strategy iterable datasets interleave
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2022-09-30T12:28:23Z
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Minor fix of typos in load docstrings and comments
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Update README.md of yahoo_answers_topics dataset
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2022-10-04T13:49:25Z
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PR_kwDODunzps4_wJCu
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5034). All of your documentation changes will be reflected on that endpoint.", "Thanks, @borgr. We have removed all dataset scripts from this repo. Subsequent PRs should be opened directly on the Hugging Face Hub.", "Do you m...
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This PR removes some redundant code introduced by mistake after a refactoring in: - #4576
2022-09-28T16:57:51Z
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**Is your feature request related to a problem? Please describe.** In my research, I am dealing with multi-modal (audio+text+frame sequence) video classification. It would be great if the datasets library supported generating multi-modal batches from a video dataset. **Describe the solution you'd like** Assume I h...
2022-11-02T19:10:13Z
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2022-09-27T19:40:11Z
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new dataset type: single-label and multi-label video classification
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[ "Hi ! You can in the `features` folder how we implemented the audio and image feature types.\r\n\r\nWe can have something similar to videos. What we need to decide:\r\n- the video loading library to use\r\n- the output format when a user accesses a video type object\r\n- what parameters a `Video()` feature type nee...
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In huggingface-hub 0.10 the `token` parameter is deprecated for dataset_info and list_repo_files in favor of use_auth_token. Moreover if use_auth_token=None then the user's token is used implicitly. I took those two changes into account Close https://github.com/huggingface/datasets/issues/4990 TODO: - [x] fi...
2022-09-30T09:18:24Z
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2022-09-27T18:37:49Z
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Support hfh 0.10 implicit auth
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Use `pa.Table.to_reader` to make iteration over examples/batches faster in `Dataset.{__iter__, map}` TODO: * [x] benchmarking (the only benchmark for now - iterating over (single) examples of `bookcorpus` (75 mil examples) in Colab is approx. 2.3x faster) * [x] check if iterating over bigger chunks + slicing to fe...
2022-09-29T15:50:44Z
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Fast dataset iter
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2022-09-29T15:48:17Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I ran some benchmarks (focused on the data fetching part of `__iter__`) and it seems like the combination `table.to_reader(batch_size)` + `RecordBatch.slice` performs the best ([script](https://gist.github.com/mariosasko/0248288a2e3a...
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This PR addresses a super-simple fix: adding a missing `import` to the `ClassLabel` docstring example, as it was formatted as `from datasets Features`, so it's been fixed to `from datasets import Features`.
2022-09-27T14:03:24Z
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2022-09-27T11:35:29Z
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Fix import in `ClassLabel` docstring example
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2022-09-27T12:27:50Z
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Big thanks for providing dataset creation via a generator. I want to ask whether there is any way that parameters can be passed to the method Dataset.from_generator() method, like as follows. ``` from datasets import Dataset def gen(param1): for idx in len(custom_dataset): yield custom_dataset[id...
2022-10-03T13:00:00Z
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2022-09-26T15:20:06Z
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passing parameters to the method passed to Dataset.from_generator()
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[ "Hi! Yes, you can either use the `gen_kwargs` param in `Dataset.from_generator` (`ds = Dataset.from_generator(gen, gen_kwargs={\"param1\": val})`) or wrap the generator function with `functools.partial`\r\n(`ds = Dataset.from_generator(functools.partial(gen, param1=\"val\"))`) to pass custom parameters to it.\r\n" ...
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Fix typo in error message
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2022-09-27T12:26:02Z
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Should fix the tests for `huggingface_hub==0.10.0rc0` prerelease (see [failed CI](https://github.com/huggingface/datasets/actions/runs/3127805250/jobs/5074879144)). Related to [this thread](https://huggingface.slack.com/archives/C02V5EA0A95/p1664195165294559) (internal link). Note: this should be a backward compat...
2022-09-26T14:30:55Z
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patch CI_HUB_TOKEN_PATH with Path instead of str
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2022-09-26T14:28:45Z
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## Describe the bug A clear and concise description of what the bug is. I tried to create my custom dataset using below code ``` from datasets import Features, Sequence, ClassLabel, Value, Array2D, Array3D from torchvision import transforms from transformers import AutoProcessor # we'll use the Auto API here -...
2022-09-27T19:50:00Z
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2022-09-26T12:38:39Z
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Custom Json Dataset Throwing Error when batch is False
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[ "Hi! Our processors are meant to be used in `batched` mode, so if `batched` is `False`, you need to drop the batch dimension (the error message warns you that the array has an extra dimension meaning it's 4D instead of 3D) to avoid the error:\r\n```python\r\ndef prepare_examples(examples):\r\n #Some preporcessin...
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This PR fixes string features of `xcsr` dataset to avoid character splitting. Fix #5023. CC: @yangxqiao, @yuchenlin
2022-09-28T07:56:18Z
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2022-09-26T11:55:36Z
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Fix string features of xcsr dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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## Describe the bug Text strings are split into lists of characters. Example for "X-CSQA-en": ``` {'id': 'd3845adc08414fda', 'lang': 'en', 'question': {'stem': ['T', 'h', 'e', ' ', 'd', 'e', 'n', 't', 'a', 'l', ' ', 'o', 'f', 'f', 'i', 'c', 'e', ...
2022-09-28T07:54:20Z
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2022-09-26T11:11:50Z
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Text strings are split into lists of characters in xcsr dataset
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Fix #5017. CC: @yangxqiao, @yuchenlin
2022-09-26T12:27:20Z
5,022
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2022-09-26T05:13:39Z
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Fix languages of X-CSQA configs in xcsr dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks @lhoestq, I had missed that... ", "thx for the super fast work @albertvillanova ! any estimate for when the relevant release will happen?\r\n\r\nThanks again ", "@thesofakillers after a recent change in our library (see #4...
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## Describe the bug Including the strings "test" or "train" anywhere in a filename causes `datasets` to infer the split and silently ignore all other files. This behavior is documented for directory names but not filenames: https://huggingface.co/docs/datasets/image_dataset#imagefolder ## Steps to reproduce th...
2022-09-29T08:07:50Z
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2022-09-26T03:22:14Z
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Split is inferred from filename and overrides metadata.jsonl
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2022-09-29T08:07:50Z
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[ "Hi! What's the structure of your image folder? `datasets` by default tries to infer to what split each file belongs based on directory/file names. If it's OK to load all the images inside the `dataset` folder in the `train` split, you can do the following:\r\n```python\r\ndataset = load_dataset(\"imagefolder\", da...
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Forbidden You don't have permission to access /~vicente/sbucaptions/sbu-captions-all.tar.gz on this server. Additionally, a 403 Forbidden error was encountered while trying to use an ErrorDocument to handle the request. Apache/2.4.6 (Red Hat Enterprise Linux) OpenSSL/1.0.2k-fips PHP/5.4.16 mod_fcgid/2.3.9 mod_ws...
2022-09-28T07:20:20Z
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2022-09-24T14:00:33Z
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null
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Fix URLs of sbu_captions dataset
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2022-09-28T07:18:23Z
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PR_kwDODunzps4_istJ
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Hi, I updated the dataset to include additional data made available recently. When I test it locally, it seems to work. However, I get the following error with the dummy data creation: `Dummy data generation done but dummy data test failed since splits ['train', 'validation', 'test'] have 0 examples for config 'fr...
2022-09-28T07:13:39Z
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2022-09-24T13:28:57Z
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Update swiss judgment prediction
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2022-09-28T05:48:50Z
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[ "Thank you very much for the detailed review @albertvillanova!\r\n\r\nI updated the PR with the requested changes. ", "At the end, I had to manually fix the conflict, so that CI tests are launched.\r\n\r\nPLEASE NOTE: you should first pull to incorporate the previous commit\r\n```shell\r\ngit pull\r\n```", "_Th...
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Following https://github.com/huggingface/datasets/pull/4926 Creates all the `dataset_info` YAML fields in the dataset cards The JSON are also updated using the simplified backward compatible format added in https://github.com/huggingface/datasets/pull/4926 Needs https://github.com/huggingface/datasets/pull/4926 ...
2023-09-24T09:33:21Z
5,018
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2022-09-23T18:08:15Z
https://api.github.com/repos/huggingface/datasets/issues/5018/comments
null
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Create all YAML dataset_info
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MEMBER
2022-10-03T17:08:05Z
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PR_kwDODunzps4_hA0V
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5018). All of your documentation changes will be reflected on that endpoint.", "Closing since https://github.com/huggingface/datasets/pull/4974 removed all the datasets scripts.\r\n\r\nIndividual PRs must be opened on the Huggi...
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## Describe the bug All the alleged non-english subcollections for the X-CSQA task in the [xcsr benchmark dataset ](https://huggingface.co/datasets/xcsr) seem to be copies of the english subcollection, rather than translations. This is in contrast to the data description: > we automatically translate the original C...
2022-09-26T10:57:31Z
5,017
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2022-09-23T16:11:54Z
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xcsr: X-CSQA simply uses english for all alleged non-english data
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2022-09-26T10:57:31Z
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[ "Thanks for reporting, @thesofakillers. Good catch. We are fixing this. " ]
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Fix for CVE-2007-4559 Description: Directory traversal vulnerability in the (1) extract and (2) extractall functions in the tarfile module in Python allows user-assisted remote attackers to overwrite arbitrary files via a .. (dot dot) sequence in filenames in a TAR archive, a related issue to CVE-2001-1267. I ...
2022-09-29T12:42:26Z
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2022-09-23T14:22:21Z
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Fix tar extraction vuln
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2022-09-29T12:40:28Z
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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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...
2022-10-05T07:15:57Z
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2022-09-23T08:48:10Z
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Transfer dataset scripts to Hub
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[ "Sounds good ! Can I help with anything ?" ]
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I need to read the custom dataset in conll format
2022-11-02T11:57:15Z
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2022-09-23T07:49:42Z
https://api.github.com/repos/huggingface/datasets/issues/5014/comments
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I need to read the custom dataset in conll format
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I_kwDODunzps5SdVqv
[ "Hi! We don't currently have a builder for parsing custom `conll` datasets, but I guess we could add one as a packaged module (similarly to what [TFDS](https://github.com/tensorflow/datasets/blob/master/tensorflow_datasets/core/dataset_builders/conll/conll_dataset_builder.py) did). @lhoestq @albertvillanova WDYT?\r...
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HI: I use cpp env libtorch, I like use hugggingface ,but huggingface not cpp binding, would you like publish cpp binding for it. thanks
2023-02-24T16:20:57Z
5,013
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2022-09-23T07:42:49Z
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would huggingface like publish cpp binding for datasets package ?
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2023-02-24T16:20:57Z
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[ "Hi ! Can you share more information about your use case ? How could it help you to have cpp bindings versus using the python libraries ?", "> Hi ! Can you share more information about your use case ? How could it help you to have cpp bindings versus using the python libraries ?\r\n\r\nfor example ,the huggingfac...
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I have a file on S3 created by Data Version Control, it looks like `s3://dvc/ac/badff5b134382a0f25248f1b45d7b2` but contains a json file. If I run ```python dataset = load_dataset( "json", data_files='s3://dvc/ac/badff5b134382a0f25248f1b45d7b2' ) ``` It gives me ``` InvalidSchema: No connection adap...
2023-08-16T09:58:36Z
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2022-09-22T18:28:15Z
https://api.github.com/repos/huggingface/datasets/issues/5012/comments
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Force JSON format regardless of file naming on S3
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2023-08-16T09:58:36Z
null
I_kwDODunzps5SbKIY
[ "Hi ! Support for URIs like `s3://...` is not implemented yet in `data_files=`. You can use the HTTP URL instead if your data is public in the meantime", "Hi,\r\nI want to make sure I understand this response. I have a set of files on S3 that are private for security reasons. Because they are not public files I ...
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## Describe the bug Loading the dataset [earnings-22](https://huggingface.co/datasets/sanchit-gandhi/earnings22_split) from the Hub yields an Index Error. I created this dataset locally and then pushed to hub at the specified URL. Thus, I expect the dataset should work out-of-the-box! Indeed, the dataset viewer functi...
2022-09-23T09:05:18Z
5,011
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2022-09-22T15:07:27Z
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Audio: `encode_example` fails with IndexError
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2022-09-23T09:05:18Z
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[ "Sorry bug on my part πŸ˜… Closing " ]
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Besides the current deprecation warning in the script of `multilingual_librispeech`, this PR adds a deprecation warning to its dataset card as well. The format of the deprecation warning is aligned with the one in the library documentation when docstrings contain the `<Deprecated/>` tag. Related to: - #4060
2022-09-23T12:04:37Z
5,010
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2022-09-22T11:41:59Z
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Add deprecation warning to multilingual_librispeech dataset card
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2022-09-23T12:02:45Z
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PR_kwDODunzps4_bB3q
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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## Describe the bug I have added a new dataset with the identifier `StonyBrookNLP/tellmewhy` to the hub. When I load the individual files using my local copy using `dataset = datasets.load_dataset("json", data_files="data/train.jsonl")`, it loads the dataset correctly. However, when I try to load it from the hub, I ge...
2022-09-29T13:07:29Z
5,009
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2022-09-21T16:23:06Z
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Error loading StonyBrookNLP/tellmewhy dataset from hub even though local copy loads correctly
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2022-09-29T13:07:29Z
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I_kwDODunzps5SU1lT
[ "I think this is because some columns are mostly empty lists. In particular the train and validation splits only have empty lists for `val_ann`. Therefore the type inference doesn't know which type is inside (or it would have to scan the other splits first before knowing).\r\n\r\nYou can fix that by specifying the ...
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Fixes the `filter` + `input_columns` combination, which is used in the `transformers` examples for instance. Revert #5006 (which in turn reverts #4971) Fix https://github.com/huggingface/datasets/issues/4858
2022-09-22T13:57:36Z
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2022-09-21T15:09:01Z
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Re-apply input columns change
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2022-09-22T13:55:23Z
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2022-09-21T14:14:25Z
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Add some note about running the transformers ci before a release
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2022-09-22T10:14:06Z
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Revert https://github.com/huggingface/datasets/pull/4971 Fix https://github.com/huggingface/datasets/issues/5005
2022-09-21T14:14:33Z
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2022-09-21T13:49:20Z
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Revert input_columns change
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2022-09-21T14:11:57Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Merging this one and I'll check if it fixes the `transformers` CI before doing a patch release" ]
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## Describe the bug As reported by @lhoestq: > see https://app.circleci.com/pipelines/github/huggingface/transformers/47634/workflows/b491886b-e66e-4edb-af96-8b459e72aa25/jobs/564563 this is used here: [https://github.com/huggingface/transformers/blob/3b19c0317b6909e2d7f11b5053895ac55[…]torch/speech-pretraining/ru...
2022-09-21T14:11:57Z
5,005
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2022-09-21T13:39:19Z
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Release 2.5.0 breaks transformers CI
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2022-09-21T14:11:57Z
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[ "Shall we revert https://github.com/huggingface/datasets/pull/4971 @mariosasko ?\r\n\r\nAnd for consistency we can update IterableDataset.map later" ]
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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`
2022-09-22T11:47:41Z
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2022-09-21T12:35:14Z
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Remove license tag file and validation
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2022-09-22T11:45:46Z
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This PRs fixes docstrings: - adds the missing `use_auth_token` param - updates syntax of param types - adds params to docstrings without them - fixes return/yield types - fixes syntax
2022-09-21T16:24:01Z
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### Link https://huggingface.co/datasets/loubnabnl/humaneval-x/viewer/ ### Description The dataset has subsets but the viewer gets stuck in the default subset even when I select another one (the data loading of the subsets works fine) ### Owner Yes
2022-09-21T11:49:49Z
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[ "It's a bug! Thanks for reporting, I'm looking at it", "Fixed." ]
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CC: @davanstrien
2022-11-01T12:44:42Z
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2022-09-20T18:42:58Z
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Support loading XML datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5001). All of your documentation changes will be reflected on that endpoint.", "> CC: @davanstrien\r\n\r\nI should have some time to look at this on Friday :) ", "@albertvillanova I've tried this with a few different XML data...
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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
2022-09-27T07:04:03Z
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2022-09-21T07:24:07Z
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[ "<img width=\"519\" alt=\"Capture d’écran 2022-09-20 aΜ€ 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...
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examples: from the hub: ```python Traceback (most recent call last): File "playground/ttest.py", line 3, in <module> print(load_dataset("lhoestq/empty")) File "/Users/quentinlhoest/Desktop/hf/nlp/src/datasets/load.py", line 1686, in load_dataset **config_kwargs, File "/Users/quentinlhoest/Deskto...
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Add EmptyDatasetError
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2022-09-21T12:21:24Z
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Datasets with no namespace on the Hub have tags to redirect to the version of datasets where they come from. I’m about to remove them all because I think it looks bad/unexpected in the UI and it’s not actually useful Therefore I'm also disabling tagging. Note that the CI job will be completely removed in https:/...
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2022-09-20T14:08:54Z
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Support parsing JSON files in the array form (top-level object is an array). For simplicity, `json.load` is used for decoding. This means the entire file is loaded into memory. If requested, we can optimize this by introducing a param similar to `lines` in [`pandas.read_json`](https://pandas.pydata.org/docs/reference/a...
2022-09-20T15:42:40Z
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Add support for parsing JSON files in array form
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2022-09-20T15:40:06Z
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### Link https://huggingface.co/datasets/Jean-Baptiste/wikiner_fr ### Description ``` Error code: StreamingRowsError Exception: FileNotFoundError Message: [Errno 2] No such file or directory: 'zip:/data/train::https:/huggingface.co/datasets/Jean-Baptiste/wikiner_fr/resolve/main/data.zip/state.json' Tra...
2022-09-27T12:35:44Z
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2022-09-20T12:32:07Z
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Dataset Viewer issue for Jean-Baptiste/wikiner_fr
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CONTRIBUTOR
2022-09-27T12:35:44Z
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[ "The script uses `Dataset.load_from_disk`, which as you can expect, doesn't work in streaming mode.\r\n\r\nIt would probably be more practical to load the dataset locally using `Dataset.load_from_disk` first and then `push_to_hub` to upload it in Parquet on the Hub", "I've transferred this issue to the Hub repo: ...
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In the dataset viewer on the Hub (https://huggingface.co/datasets/glue/viewer), we would like (https://github.com/huggingface/moon-landing/issues/3882) to show a specific message when the repository lacks any data files. In that case, instead of showing a complex traceback, we want to show a call to action to help t...
2022-09-21T12:21:25Z
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Get a specific Exception when the dataset has no data
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CONTRIBUTOR
2022-09-21T12:21:25Z
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> Feel free to delete the license list in `datasets` [...] > > Also FYI in #4926 I also removed all the validation steps anyway (language, license, types etc.) _Originally posted by @lhoestq in https://github.com/huggingface/datasets/issues/4930#issuecomment-1238401662_ > [...], in my opinion we can just delete...
2022-09-22T11:45:47Z
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2022-09-20T09:14:41Z
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delete the hardcoded license list in `datasets`
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This PR updates features.py to avoid casting tuples to lists when reading the results of Dataset.map as suggested by @lhoestq [here](https://github.com/huggingface/datasets/issues/4676#issuecomment-1187371367) in https://github.com/huggingface/datasets/issues/4676.
2022-09-20T16:11:27Z
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fix: avoid casting tuples after Dataset.map
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CONTRIBUTOR
2022-09-20T13:08:29Z
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Support streaming iwslt2017 dataset. Once this PR is merged: - [x] Remove old ".tgz" data files from the Hub.
2022-09-20T09:27:55Z
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2022-09-20T08:35:41Z
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Support streaming iwslt2017 dataset
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2022-09-20T09:15:24Z
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Fix missing tags in dataset cards: - aeslc - empathetic_dialogues - event2Mind - gap - iwslt2017 - newsgroup - qa4mre - scicite This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833 - #4891 - #4896 - #4908 - #4921 - #4931 - ...
2022-09-22T12:25:32Z
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2022-09-20T06:42:07Z
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Fix missing tags in dataset cards
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2022-09-20T07:37:30Z
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## Describe the bug In the 2 lines listed below, a token is passed to `huggingface_hub` to get information from a dataset. If no token is provided, a "no-token" string is passed. What is the purpose of it ? If no real, I would prefer if the `None` value could be sent directly to be handle by `huggingface_hub`. I fee...
2022-09-30T09:16:00Z
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2022-09-19T15:14:40Z
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"no-token" is passed to `huggingface_hub` when token is `None`
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CONTRIBUTOR
2022-09-30T09:16:00Z
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[ "Hi @Wauplin, thanks for raising this potential issue.\r\n\r\nThe choice of passing `\"no-token\"` instead of `None` was made in this PR:\r\n- #4536 \r\n\r\nAccording to the PR description, the reason why it is passed is to avoid that `HfApi.dataset_info` uses the local token when no token should be used.", "Hi @...
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I have a dataset that contains a column ("foo") that is a sequence type of length 4. So when I run .to_pandas() on it, the resulting dataframe correctly contains 4 columns - foo_0, foo_1, foo_2, foo_3. So the 1st row of the dataframe might look like: ds = load_dataset(...) df = ds.to_pandas() df: foo_0 | foo_1 ...
2022-09-19T12:54:54Z
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2022-09-17T17:42:05Z
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Running add_column() seems to corrupt existing sequence-type column info
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2022-09-19T12:54:54Z
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[ "Nevermind, I was incorrect." ]
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We've just added `Dataset.from_generator` to the API. It would also be cool to add `IterableDataset.from_generator` to support creating an iterable dataset from a generator. cc @lhoestq
2022-10-05T12:10:49Z
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2022-09-16T15:19:41Z
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Add `IterableDataset.from_generator` to the API
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CONTRIBUTOR
2022-10-05T12:10:49Z
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[ "#take", "Thanks @hamid-vakilzadeh ! Let us know if you have some questions or if we can help", "Thank you! I certainly will reach out if I need any help." ]
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Embed the bytes of the image or audio files in the Parquet files directly, instead of having a "path" that points to a local file. Indeed Parquet files are often used to share data or to be used by workers that may not have access to the local files.
2022-09-16T16:24:47Z
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2022-09-16T14:09:27Z
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Embed image/audio data in dl_and_prepare parquet
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2022-09-16T16:22:35Z
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