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Hello! ### Pull request overview * Fix broken snippet in https://huggingface.co/docs/datasets/main/en/process that has too many quotes ### Details The snippet in question can be found here: https://huggingface.co/docs/datasets/main/en/process#map This screenshot shows the issue, there is a quote too many, caus...
2022-09-16T22:12:21Z
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[doc] Fix broken snippet that had too many quotes
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Spent the day familiarising myself with the huggingface line of products, and happened to run into some small issues here and there. Magically, I've found exactly one small issue in `transformers`, one in `accelerate` and now one in ...
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2022-11-02T11:54:28Z
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Prefer split patterns from directories over split patterns from filenames
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2022-09-29T08:07:49Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Can we merge this one since the issue this PR fixes was reported for the second time? I also think we don't need a test for this simple change.", "@mariosasko sure! could you please approve it? ", "Hi there @polinaeterna @mariosa...
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I added some links to the Datasets API in the docs. See https://github.com/huggingface/datasets-server/pull/566 for a companion PR in the datasets-server. The idea is to improve the discovery of the API through the docs. I'm a bit shy about pasting a lot of links to the API in the docs, so it's minimal for now. I'm ...
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docs: ✏️ add links to the Datasets API
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2022-09-16T13:07:33Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "OK, thanks @lhoestq. I'll close this PR, and come back to it with @stevhliu once we work on https://github.com/huggingface/datasets-server/issues/568" ]
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I look through the huggingface dataset docs, and it seems that there is no offical support function to convert `torch.utils.data.Dataset` to huggingface dataset. However, there is a way to convert huggingface dataset to `torch.utils.data.Dataset`, like below: ```python from datasets import Dataset data = [[1, 2]...
2023-12-14T20:54:15Z
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How to convert torch.utils.data.Dataset to huggingface dataset?
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2022-09-20T11:23:43Z
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[ "Hi! I think you can use the newly-added `from_generator` method for that:\r\n```python\r\nfrom datasets import Dataset\r\n\r\ndef gen():\r\n for idx in len(torch_dataset):\r\n yield torch_dataset[idx] # this has to be a dictionary\r\n ## or if it's an IterableDataset\r\n # for ex in torch_dataset:...
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The problem is described in that [issue](https://github.com/huggingface/datasets/issues/4895#issuecomment-1247975569). > When I try to create data_infos.json using datasets-cli test Peter.py --save_infos --all_configs I get an error: > ValueError: Unknown split "test". Should be one of ['train']. > > The data_i...
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Create dataset_infos.json with VALIDATION and TEST splits
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[ "@mariosasko could you help me with this issue? we've started the discussion from [here](https://github.com/huggingface/datasets/issues/4895#issuecomment-1248227130)", "Hi again! Can you please pass the directory name containing the dataset script instead of the script name to `datasets-cli test`?", "Yes, it wo...
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## Describe the bug I can't create a dataset with `float16` features. I understand from the traceback that this is a `pyarrow` error, but I don't see anywhere in the `datasets` documentation about how to successfully do this. Is it actually supported? I've tried older versions of `pyarrow` as well with the same e...
2023-03-22T21:40:09Z
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2022-09-15T21:03:24Z
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[ "Hi @dconathan, thanks for reporting.\r\n\r\nWe rely on Arrow as a backend, and as far as I know currently support for `float16` in Arrow is not fully implemented in Python (C++), hence the `ArrowNotImplementedError` you get.\r\n\r\nSee, e.g.: https://arrow.apache.org/docs/status.html?highlight=float16#data-types",...
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**Is your feature request related to a problem? Please describe.** Is `pyarrow` really needed for every dataset? **Describe the solution you'd like** It is made optional. **Describe alternatives you've considered** Likely, no.
2022-09-16T17:23:47Z
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2022-09-15T17:38:03Z
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Make `pyarrow` optional
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[ "The whole datasets library is pretty much a wrapper to pyarrow (just take a look at some of the source for a Dataset) https://github.com/huggingface/datasets/blob/51aef08ad7053c0bfe8f9a961207b26df15850d3/src/datasets/arrow_dataset.py#L639 \r\n\r\nI think removing the pyarrow dependency would involve a complete rew...
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Fix missing tags in dataset cards: - amazon_us_reviews - art - discofuse - indic_glue - ubuntu_dialogs_corpus 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
2022-09-22T12:37:55Z
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Fix missing tags in dataset cards
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Update IndicGLUE download links
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2022-09-15T21:57:34Z
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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...
2022-09-15T16:03:58Z
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2022-09-14T13:09:27Z
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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...
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**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. **Describe the solution you'd like** A clear and concise description of what you want to happen. **Describe alternatives you've considered** A clear and concise description of any alternat...
2022-09-26T16:32:35Z
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2022-09-14T04:42:22Z
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Hope to adapt Python3.9 as soon as possible
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[ "Hi! `datasets` should work in Python 3.9. What kind of issue have you encountered?", "There is this related issue already: https://github.com/huggingface/datasets/issues/4113\r\nAnd I guess we need a CI job for 3.9 ^^", "Perhaps we should report this issue in the `filelock` repo?" ]
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Add the `fn_kwargs` parameter to `IterableDataset.map`. ("Resolves" https://discuss.huggingface.co/t/how-to-use-large-image-text-datasets-in-hugging-face-hub-without-downloading-for-free/22780/3)
2023-05-05T16:53:43Z
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2022-09-13T16:19:05Z
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Add `fn_kwargs` param to `IterableDataset.map`
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2022-09-13T16:45:34Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you for adding this fix! \r\n\r\nWould it be possible to get `fn_kwargs` added to `IterableDatasetDict.map` as well? It looks like a very similar problem, and hopefully shouldn't be a huge change. \r\n", "Hi @brianhill11! htt...
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Now that all the datasets live on the Hub we can remove the /datasets directory that contains all the dataset scripts of this repository - [x] Needs https://github.com/huggingface/datasets/pull/4973 to be merged first - [x] and PR to be enabled on the Hub for non-namespaced datasets
2022-10-03T17:09:39Z
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2022-09-13T16:01:12Z
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[GH->HF] Part 2: Remove all dataset scripts from github
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2022-10-03T17:07:32Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "So this means metrics will be deleted from this repo in favor of the \"evaluate\" library? Maybe you guys could just redirect metrics to that library.", "We are deprecating the metrics in `datasets` indeed and suggest users to swit...
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Currently datasets with no namespace (e.g. squad, glue) are loaded from github. In this PR I changed this logic to use the Hugging Face Hub instead. This is the first step in removing all the dataset scripts in this repository related to discussions in https://github.com/huggingface/datasets/pull/4059 (I shoul...
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[GH->HF] Load datasets from the Hub
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2022-09-15T15:24:26Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Duplicate of:\r\n- #4059" ]
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Reported in https://discuss.huggingface.co/t/typeerror-when-applying-map-after-set-format-type-torch/23067/2 Currently it fails if one uses batched `map` and the map function returns a torch tensor. I fixed it for torch, tf, jax and pandas series.
2022-09-20T09:42:02Z
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Fix map batched with torch output
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2022-09-20T09:39:33Z
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Currently, if the `input_columns` list in `Dataset.map` is specified, the columns not in that list are dropped after the `map` transform. This makes the behavior inconsistent with `IterableDataset.map`. (It seems this issue was introduced by mistake in https://github.com/huggingface/datasets/pull/2246) Fix h...
2022-09-13T13:51:08Z
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2022-09-12T18:08:24Z
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Preserve non-`input_colums` in `Dataset.map` if `input_columns` are specified
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2022-09-13T13:48:45Z
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Support streaming nli_tr dataset. This PR removes legacy `codecs.open` and replaces it with `open` that supports passing encoding. Fix #3186.
2022-09-12T08:45:04Z
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After contacting the authors of the VIVOS dataset to report that their data server is down, we have received a reply from Hieu-Thi Luong that their data is now hosted on Zenodo: https://doi.org/10.5281/zenodo.7068130 This PR updates their data URL and some metadata (homepage, citation and license). Fix #4936.
2022-09-12T07:16:15Z
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2022-09-12T06:12:34Z
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Fix data URL and metadata of vivos dataset
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2022-09-12T07:14:19Z
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Support streaming `compguesswhat` dataset. Fix #3191.
2022-09-12T08:00:06Z
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Strip "/" in local dataset path to avoid empty dataset name error
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2022-09-12T15:30:38Z
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## Describe the bug I'm trying to run `cast_column("audio", Audio())` on Apple M1 Pro, but it seems that it doesn't work. ## Steps to reproduce the bug ```python import datasets dataset = load_dataset("csv", data_files="./train.csv")["train"] dataset = dataset.map(lambda x: {"audio": str(DATA_DIR / "audio" / ...
2024-03-21T17:25:53Z
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2022-09-10T15:55:49Z
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[Apple M1] MemoryError: Cannot allocate write+execute memory for ffi.callback()
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2023-07-21T14:45:50Z
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[ "Hi! This seems like a bug in `soundfile`. Could you please open an issue in their repo? `soundfile` works without any issues on my M1, so I'm not sure we can help.", "Hi @mariosasko, can you share how you installed `soundfile` on your mac M1?", "Hi @hoangtnm - I upgraded to python 3.10 and it fixed the proble...
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## Describe the bug When trying to store `Array2D, Array3D, etc` as column values in a dataset, accessing that column (or creating depending on how you create it, see code below) will cause more than 10 fold of memory usage. ## Steps to reproduce the bug ```python from datasets import Dataset, Features, Array2D, ...
2022-09-22T18:29:22Z
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2022-09-10T13:07:22Z
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Column of arrays (2D+) are using unreasonably high memory
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I_kwDODunzps5Rk3Fq
[ "note i have tried the same code with `datasets` version 2.4.0, the outcome is the very same as described above.", "Seems related to issues #4623 and #4802 so it would appear this issue has been around for a few months.", "Hi ! `Dataset.from_dict` keeps the data in memory. You can write on disk and reload them ...
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### Link https://huggingface.co/datasets/julien-c/label-studio-my-dogs ### Description <img width="1115" alt="image" src="https://user-images.githubusercontent.com/326577/189422048-7e9c390f-bea7-4521-a232-43f049ccbd1f.png"> ### Owner Yes
2022-09-20T15:40:07Z
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2022-09-09T18:45:33Z
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Dataset without script does not support regular JSON data file
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MEMBER
2022-09-20T15:40:07Z
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I_kwDODunzps5RjRfk
[ "Hi @julien-c,\r\n\r\nOut of the box, we only support JSON lines (NDJSON) data files, but your data file is a regular JSON file. The reason is we use `pyarrow.json.read_json` and this only supports line-delimited JSON. " ]
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exclude broken version of fsspec. See the [related issue](https://github.com/huggingface/datasets/issues/4961)
2022-09-12T14:33:04Z
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2022-09-09T17:57:56Z
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Update setup.py
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2022-09-12T14:33:04Z
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PR_kwDODunzps4-sh-o
[ "Before addressing this PR, we should be sure about the issue. See my comment in:\r\n- https://github.com/huggingface/datasets/issues/4961#issuecomment-1243376247", "Once we know 2022.8.2 works, I'm closing this PR, as the corresponding issue." ]
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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) ``` ...
2022-09-12T17:45:50Z
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2022-09-09T17:26:55Z
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fsspec 2022.8.2 breaks xopen in streaming mode
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2022-09-12T14:32:05Z
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I_kwDODunzps5Ri-qB
[ "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...
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## Describe the bug I am trying to load a dataset from drive and running into an error. ## Steps to reproduce the bug ```python data_dir = "/Users/dlituiev/repos/datasets/bioasq/BioASQ-training9b" bioasq_task_b = load_dataset("aps/bioasq_task_b", data_dir=data_dir) ``` ## Actual results `AttributeError: ...
2022-09-13T08:51:03Z
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2022-09-09T16:06:43Z
https://api.github.com/repos/huggingface/datasets/issues/4960/comments
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BioASQ AttributeError: 'BuilderConfig' object has no attribute 'schema'
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[ "Following worked:\r\n\r\n```\r\ndata_dir = \"/Users/dlituiev/repos/datasets/bioasq/\"\r\nbioasq_task_b = load_dataset(\"aps/bioasq_task_b\", data_dir=data_dir, name=\"bioasq_9b_source\")\r\n```\r\n\r\nWould maintainers be open to one of the following:\r\n- automating this with a latest default config (e.g. `bioas...
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After we informed the `compguesswhat` dataset authors about an error with their data URLs, they have updated them: - https://github.com/CompGuessWhat/compguesswhat.github.io/issues/1 This PR updates their data URLs in our loading script. Related to: - #3191
2022-09-09T16:01:34Z
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2022-09-09T14:36:10Z
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Fix data URLs of compguesswhat dataset
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2022-09-09T15:59:04Z
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PR_kwDODunzps4-rx6l
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Hi, When I use load_dataset from local jsonl files, below error happens, and I type the link into the browser prompting me `404: Not Found`. I download the other `.py` files using the same method and it works. It seems that the server is missing the appropriate file, or it is a problem with the code version. ``` C...
2022-09-09T11:38:44Z
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2022-09-09T11:29:55Z
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ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/2.4.0/datasets/jsonl/jsonl.py
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2022-09-09T11:38:44Z
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I_kwDODunzps5RhWAQ
[ "I have solved this problem... The extension of the file should be `.json` not `.jsonl`" ]
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Add `Dataset.from_generator` to the API to allow creating datasets from data larger than RAM. The implementation relies on a packaged module not exposed in `load_dataset` to tie this method with `datasets`' caching mechanism. Closes https://github.com/huggingface/datasets/issues/4417
2022-09-16T14:46:35Z
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2022-09-08T15:08:25Z
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Add `Dataset.from_generator`
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CONTRIBUTOR
2022-09-16T14:44:18Z
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PR_kwDODunzps4-nGIk
[ "I restarted the builder PR job just in case", "_The documentation is not available anymore as the PR was closed or merged._", "CI is now green. https://github.com/huggingface/doc-builder/pull/296 explains why it failed." ]
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Fixes #4953
2022-09-08T15:16:51Z
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2022-09-08T14:39:10Z
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Fix TF tests for 2.10
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2022-09-08T15:14:44Z
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PR_kwDODunzps4-m5NU
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See for example: - https://github.com/huggingface/datasets/issues/3191 - https://github.com/huggingface/datasets/issues/3186 It would help provide clearer information on the Hub and help the dataset maintainer solve the issue by themselves quicker. Currently: - https://huggingface.co/datasets/compguesswhat ...
2022-09-08T13:53:36Z
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2022-09-08T13:52:37Z
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Raise a more precise error when the URL is unreachable in streaming mode
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Temporarily fix TensorFlow until a permanent solution is found. Related to: - #4953
2022-09-08T14:12:33Z
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2022-09-08T13:46:15Z
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Pin TensorFlow temporarily
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2022-09-08T14:10:03Z
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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## Describe the bug The following CI test fails: https://github.com/huggingface/datasets/runs/8246722693?check_suite_focus=true ``` FAILED tests/test_py_utils.py::TempSeedTest::test_tensorflow - AssertionError: ``` Details: ``` _________________________ TempSeedTest.test_tensorflow _________________________ [...
2022-09-08T15:14:45Z
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2022-09-08T13:39:29Z
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CI test of TensorFlow is failing
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To avoid having too many conflicts in the datasets and metrics dependencies I split the CI into test and test-catalog test does the test of the core of the `datasets` lib, while test-catalog tests the datasets scripts and metrics scripts This also makes `pip install -e .[dev]` much smaller for developers WDYT ...
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Add test-datasets CI job
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2022-09-16T13:25:48Z
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PR_kwDODunzps4-meM0
[ "_The documentation is not available anymore as the PR was closed or merged._", "Closing this one since the dataset scripts will be removed in https://github.com/huggingface/datasets/pull/4974" ]
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This PR adds the license information to `qasc` dataset, once reported via GitHub by Tushar Khot, the dataset is licensed under CC BY 4.0: - https://github.com/allenai/qasc/issues/5
2022-09-08T14:54:47Z
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Fix license information in qasc dataset card
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2022-09-08T14:52:05Z
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The current enwik8 dataset link give a 502 bad gateway error which can be view on https://huggingface.co/datasets/enwik8 (click the dropdown to see the dataset preview, it will show the error). This corrects the links, and json metadata as well as adds a little bit more information about enwik8.
2022-09-24T22:14:35Z
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Update Enwik8 broken link and information
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2022-09-08T14:51:00Z
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The current enwik8 dataset link give a 502 bad gateway error which can be view on https://huggingface.co/datasets/enwik8 (click the dropdown to see the dataset preview, it will show the error). This corrects the links, and json metadata as well as adds a little bit more information about enwik8.
2022-09-08T03:14:04Z
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2022-09-07T22:17:14Z
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Update enwik8 fixing the broken link
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2022-09-08T03:14:04Z
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[ "Closing pull request to following contributing guidelines of making a new branch and will make a new pull request" ]
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Fix minor typo in error message for missing imports
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2022-09-08T14:57:15Z
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Try to fix the Windows CI after TF update 2.10
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2022-09-08T09:13:10Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4947). All of your documentation changes will be reflected on that endpoint." ]
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Closes https://github.com/huggingface/datasets/issues/4945 by adding a regex check when pushing to hub. Let me know if this is helpful and if it's the fix you would have in mind for the issue and I'm happy to contribute tests.
2022-09-13T10:19:01Z
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Introduce regex check when pushing as well
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2022-09-13T10:16:34Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Let me take over this PR if you don't mind" ]
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## Describe the bug The `push_to_hub` method can push splits that do not respect the regex check that is used for downloads. Therefore, splits may be pushed but never re-used, which can be painful if the split was done after runtime preprocessing. ## Steps to reproduce the bug ```python >>> from datasets import...
2022-09-13T10:16:35Z
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Push to hub can push splits that do not respect the regex
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from datasets import set_caching_enabled set_caching_enabled(False) for ds_name in ["squad","newsqa","nqopen","narrativeqa"]: train_ds = load_from_disk("../../../dall/downstream/processedproqa/{}-train.hf".format(ds_name)) break train_ds = concatenate_datasets([train_ds,train_...
2022-09-07T12:34:58Z
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2022-09-07T08:46:30Z
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larger dataset, larger GPU memory in the training phase? Is that correct?
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[ "does the trainer save it in GPU? sooo curious... how to fix it", "It's my bad. didn't limit the input length" ]
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This PR addresses https://github.com/huggingface/datasets/issues/4795
2022-09-13T12:29:19Z
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2022-09-07T01:18:31Z
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Add splits to MBPP dataset
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2022-09-13T12:27:21Z
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[ "```\r\n(env) cwarny@Cedrics-Air datasets % RUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_real_dataset_mbpp\r\n================================================================================================ test session starts ==========================================================...
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## Describe the bug Both coarse and fine labels seem to be out of line. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = "trec" raw_datasets = load_dataset(dataset) df = pd.DataFrame(raw_datasets["test"]) df.head() ``` ## Expected results text (string) | coarse_labe...
2022-09-08T11:12:03Z
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2022-09-06T22:13:40Z
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Trec Dataset has incorrect labels
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[ "Thanks for reporting, @wmpauli. \r\n\r\nIndeed we recently fixed this issue:\r\n- #4801 \r\n\r\nThe fix will be accessible after our next library release. In the meantime, you can have it by passing `revision=\"main\"` to `load_dataset`." ]
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This PR: - adds Papers with Code ID - forces sync between GitHub and Hub, which previously failed due to Hub validation error of the license tag: https://github.com/huggingface/datasets/runs/8200223631?check_suite_focus=true
2022-09-06T18:28:17Z
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This PR fixes issue reported on the Hub: - Label as multilingual: https://huggingface.co/datasets/xquad_r/discussions/1
2022-09-12T10:11:07Z
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Fix issue reported on the Hub: https://huggingface.co/datasets/adv_glue/discussions/1
2022-09-06T17:42:10Z
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2022-09-06T17:39:16Z
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We added a notice in README.md to show that we renamed the master branch to main, but we can remove it now (it's been 2 months) I also unpinned the github issue about the branch renaming
2022-09-06T16:46:11Z
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`huggingface-hub` says that the `identical_ok` argument of `HfApi.upload_file` is now deprecated, and will be removed soon. It even has no effect at the moment when it's passed: ```python Args: ... identical_ok (`bool`, *optional*, defaults to `True`): Deprecated: will be removed in 0.11.0. ...
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## Describe the bug VIVOS data is not accessible anymore, neither of these links work (at least from France): * https://ailab.hcmus.edu.vn/assets/vivos.tar.gz (data) * https://ailab.hcmus.edu.vn/vivos (dataset page) Therefore `load_dataset` doesn't work. ## Steps to reproduce the bug ```python ds = load_dat...
2022-09-21T06:06:02Z
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2022-09-06T13:17:55Z
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vivos (Vietnamese speech corpus) dataset not accessible
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CONTRIBUTOR
2022-09-12T07:14:20Z
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[ "If you need an example of a small audio datasets, I just created few hours ago a speech dataset with only 300MB of compressed audio files https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia. It works also with streaming (@albertvillanova helped me adding this functionality) :-)", "@cahya-wirawan om...
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### Link _No response_ ### Description _No response_ ### Owner _No response_
2022-09-06T12:51:25Z
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2022-09-06T12:41:50Z
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Dataset Viewer issue for ubuntu_dialogs_corpus
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[ "The dataset maintainers (https://huggingface.co/datasets/ubuntu_dialogs_corpus) decided to forbid the dataset from being downloaded automatically (https://huggingface.co/docs/datasets/v2.4.0/en/loading#manual-download), and the dataset viewer respects this.\r\nWe will try to improve the error display though. Thank...
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### Link https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia ### Description I created a new speech dataset https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia, but the dataset preview doesn't work with following error message: ``` Server error Status code: 400 Exception: TypeEr...
2022-09-06T12:46:40Z
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2022-09-06T10:03:23Z
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Dataset Viewer issue for indonesian-nlp/librivox-indonesia
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CONTRIBUTOR
2022-09-06T12:46:40Z
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[ "The error is not related to the dataset viewer. I'm having a look...", "Thanks @albertvillanova for checking the issue. Actually, I can use the dataset like following:\r\n```\r\n>>> from datasets import load_dataset\r\n>>> ds=load_dataset(\"indonesian-nlp/librivox-indonesia\")\r\nNo config specified, defaulting ...
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## Describe the bug `Dataset/DatasetDict.filter()` cannot have `batched=True` due to `mask` (numpy array?) being non-iterable. ## Steps to reproduce the bug (In a python 3.7.12 env, I've tried 2.4.0 and 2.3.2 with both `pyarraw==9.0.0` and `pyarrow==8.0.0`.) ```python from datasets import load_dataset ds_...
2022-09-06T11:44:27Z
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2022-09-06T09:47:48Z
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Dataset/DatasetDict.filter() cannot have `batched=True` due to `mask` (numpy array?) being non-iterable.
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CONTRIBUTOR
2022-09-06T11:44:27Z
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[ "Hi ! When `batched=True`, you filter function must take a batch as input, and return a list of booleans.\r\n\r\nIn your case, something like\r\n```python\r\nfrom datasets import load_dataset\r\n\r\n\r\nds_mc4_ja = load_dataset(\"mc4\", \"ja\") # This will take 6+ hours... perhaps test it with a toy dataset instea...
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### Link https://huggingface.co/datasets/bigscience-biomedical/biosses ### Description I've just been working on adding the dataset loader script to this dataset and working with the relative imports. I'm not sure how to interpret the error below (show where the dataset preview used to be) . ``` Status code: 40...
2022-09-06T14:24:56Z
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2022-09-05T22:40:32Z
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Dataset Viewer issue for bigscience-biomedical/biosses
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2022-09-06T14:24:56Z
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[ "Possibly not related to the dataset viewer in itself. cc @huggingface/datasets.\r\n\r\nIn particular, I think that the import of bigbiohub is not working here: https://huggingface.co/datasets/bigscience-biomedical/biosses/blob/main/biosses.py#L29 (requires a relative path?)\r\n\r\n```python\r\n>>> from datasets im...
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Fix missing tags in dataset cards: - coqa - hyperpartisan_news_detection - opinosis - scientific_papers - scifact - search_qa - wiki_qa - wiki_split - wikisql This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833 - #4891 - #489...
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This PR adds the `cc-by-nc-2.0` to the list of licenses because it is required by `scifact` dataset: https://github.com/allenai/scifact/blob/master/LICENSE.md
2022-09-06T16:43:32Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "this list needs to be kept in sync with the ones in moon-landing and hub-docs :)", "@julien-c don't you think it might be better to a have a single file (source of truth) in one of the repos and then use it in every other repo, ins...
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As show in the [documentation page](https://huggingface.co/docs/datasets/loading) here the `"tr"in` should be `"train`. ![image](https://user-images.githubusercontent.com/7144772/188390445-e1f04d54-e3e3-4762-8686-63ecbe4087e5.png)
2022-09-06T02:11:03Z
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2022-09-05T13:06:38Z
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Fixes #3094 Add ability to read/write to SQLite files and also read from any SQL database supported by SQLAlchemy. I didn't add SQLAlchemy as a dependence as it is fairly big and it remains optional. I also recorded a Loom to showcase the feature. https://www.loom.com/share/f0e602c2de8a46f58bca4b43333d541...
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2022-10-03T16:32:28Z
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I've fixed some typos in BLEU metric card.
2022-09-09T16:28:15Z
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To simplify the addition of new datasets, we'd like to have the dataset infos in the YAML and deprecate the dataset_infos.json file. YAML is readable and easy to edit, and the YAML metadata of the readme already contain dataset metadata so we would have everything in one place. To be more specific, I moved these fie...
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This PR adds a small note about how to load image / audio datasets that have multiple splits in their dataset structure. Related forum thread: https://discuss.huggingface.co/t/loading-train-and-test-splits-with-audiofolder/22447 cc @NielsRogge
2022-09-26T12:21:30Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4925). All of your documentation changes will be reflected on that endpoint.", "Thanks for the feedback @polinaeterna ! I've reworded the docs a bit to integrate your comments and this should be ready for another review :)", ...
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## Describe the bug When loading the datasets seperately and saving them on disk, I want to concatenate them. But `concatenate_datasets` is filling up my RAM and the process gets killed. Is there a way to prevent this from happening or is this intended behaviour? Thanks in advance ## Steps to reproduce the bug ```...
2022-09-01T11:50:54Z
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`torchaudio>0.12` fails with decoding mp3 files if `ffmpeg<4`. currently we ask users to downgrade torchaudio, but sometimes it's not possible as torchaudio version is binded to torch version. as a temporary workaround we can decode mp3 with librosa (though it 60 times slower, at least it works) another option would...
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2022-09-20T13:12:52Z
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## Describe the bug When trying to load a streaming dataset in Google Colab the loading fails with an I/O error ## Steps to reproduce the bug ```python import datasets from datasets import load_dataset hf_ds = load_dataset(path='wmt19', name='cs-en', streaming=True, split=datasets.Split.VALIDATION) list(hf_ds....
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Fix missing tags in dataset cards: - eraser_multi_rc - hotpot_qa - metooma - movie_rationales - qanta - quora - quoref - race - ted_hrlr - ted_talks_iwslt This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833 - #4891 - #4896 ...
2022-09-22T14:34:11Z
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## Describe the bug Unable to load local tsv files through load_dataset method. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug data_files = { 'train': 'train.tsv', 'test': 'test.tsv' } raw_datasets = load_dataset('tsv', data_files=data_files) ## Expected results I am p...
2022-09-01T05:31:30Z
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2022-08-31T16:13:39Z
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Unable to load local tsv files through load_dataset method
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2022-09-01T05:31:30Z
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[ "Hi @DataNoob0723,\r\n\r\nUnder the hood, we use `pandas` to load CSV/TSV files. Therefore, you should use \"csv\" and pass `sep=\"\\t\"`, as explained in our docs: https://huggingface.co/docs/datasets/v2.4.0/en/package_reference/loading_methods#from-files\r\n```python\r\nds = load_dataset('csv', sep=\"\\t\", data_...
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Hi @lhoestq what do you think? Let me give you a code sample: ```py >>> import datasets >>> foo = datasets.Dataset.from_dict({'foo':[0,1], 'bar':[2,3]}) >>> foo.save_to_disk('foo') # edit foo/dataset_info.json e.g. rename the 'foo' feature to 'baz' >>> datasets.load_from_disk('foo') --------------------------...
2022-09-05T08:46:01Z
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2022-08-31T14:41:36Z
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feat: improve error message on Keys mismatch. closes #4917
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2022-09-05T08:43:33Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "We are having an unrelated issue that makes several tests fail. We are working on that. Once fixed, you will be able to merge the main branch into this, so that you get the fix and the tests pass..." ]
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### Link https://huggingface.co/datasets/pysentimiento/spanish-targeted-sentiment-headlines ### Description After moving the dataset from my user (`finiteautomata`) to the `pysentimiento` organization, the dataset viewer says that it doesn't exist. ### Owner _No response_
2022-09-05T21:36:34Z
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2022-08-31T12:09:07Z
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Dataset Viewer issue for pysentimiento/spanish-targeted-sentiment-headlines
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2022-09-05T16:32:44Z
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I_kwDODunzps5Q5eGF
[ "Thanks for reporting, it's fixed now (I refreshed it manually). It's a known issue; we hope it will be fixed permanently in a few days.\r\n\r\n<img width=\"1508\" alt=\"Capture d’écran 2022-09-05 à 18 31 22\" src=\"https://user-images.githubusercontent.com/1676121/188489762-0ed86a7e-dfb3-46e8-a125-43b815a2c6f4.p...
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**Is your feature request related to a problem? Please describe.** When loading a dataset from disk with a defect in its `dataset_info.json` describing its features (I don’t know when/why/how this happens but it deserves its own issue), you will get an error message like: `ValueError: Keys mismatch: between {'bar': V...
2022-09-05T08:43:38Z
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2022-08-31T11:24:34Z
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CONTRIBUTOR
2022-09-05T08:43:38Z
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[ "Good idea ! I think this can be improved in `Features.reorder_fields_as()` indeed at\r\n\r\nhttps://github.com/huggingface/datasets/blob/7feeb5648a63b6135a8259dedc3b1e19185ee4c7/src/datasets/features/features.py#L1739-L1740\r\n\r\nIs it something you would be interested in contributing ?", "Is this open to work ...
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## Describe the bug Hi, I am currently trying to download wikipedia dataset using load_dataset("wikipedia", language="aa", date="20220401", split="train",beam_runner='DirectRunner'). However, I end up in getting filenotfound error. I get this error for any language I try to download. It downloads the file but while s...
2022-08-31T10:53:19Z
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2022-08-31T09:39:25Z
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Apache Beam unable to write the downloaded wikipedia dataset
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2022-08-31T10:53:19Z
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I_kwDODunzps5Q41nM
[ "See:\r\n- #4915" ]
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## Describe the bug Hi, I am currently trying to download wikipedia dataset using load_dataset("wikipedia", language="aa", date="20220401", split="train",beam_runner='DirectRunner'). However, I end up in getting filenotfound error. I get this error for any language I try to download. Environment: ## Step...
2022-12-04T22:20:33Z
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2022-08-30T16:15:46Z
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FileNotFoundError while downloading wikipedia dataset for any language
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[ "Hi @Shilpac20,\r\n\r\nAs explained in the Wikipedia dataset card: https://huggingface.co/datasets/wikipedia\r\n> You can find the full list of languages and dates [here](https://dumps.wikimedia.org/backup-index.html).\r\n\r\nThis means that, before passing a specific date, you should first make sure it is availabl...
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Support streaming swda dataset.
2022-08-30T11:16:33Z
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2022-08-30T09:46:28Z
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Support streaming swda dataset
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2022-08-30T11:14:16Z
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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This PR adds the license information to `cosmos_qa` dataset, once reported via email by Yejin Choi, the dataset is licensed under CC BY 4.0. This PR also updates the citation information.
2022-08-30T09:49:31Z
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2022-08-30T09:47:35Z
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**1. Background** Huggingface datasets package advises using `map()` to process data in batches. In the example code on pretraining masked language model, they use `map()` to tokenize all data at a stroke before the train loop. The corresponding code: ``` with accelerator.main_process_first(): tokenized_...
2023-04-06T09:43:58Z
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2022-08-30T02:25:56Z
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datasets map() handles all data at a stroke and takes long time
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2022-09-06T09:23:35Z
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[ "Hi ! Interesting question ;)\r\n\r\n> Which is better? Process in map() or in data-collator\r\n\r\nAs you said, both can be used in practice: map() if you want to preprocess before training, or a data-collator (or the equivalent `dataset.set_transform`) if you want to preprocess on-the-fly during training. Both op...
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On https://hf.co/datasets you can rename a dataset (or sometimes move it to another user/org). The website handles redirections correctly and AFAIK `datasets` does as well. However it would be nice to have an integration test to make sure we don't break support for renamed datasets. To implement this we can use t...
2022-08-29T15:31:03Z
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2022-08-29T14:46:14Z
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[Tests] Ensure `datasets` supports renamed repositories
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[ "You could also switch to using `huggingface_hub` more directly, where such a guarantee is already tested =)\r\n\r\ncc @Wauplin " ]
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## Describe the bug In `load_dataset_builder()`, `build_kwargs` and `config_kwargs` can contain the same keywords leading to a TypeError("type object got multiple values for keyword argument "xyz"). I ran into this problem with the keyword: `base_path`. It might happen with other kwargs as well. I think a quickfix...
2022-09-13T11:58:46Z
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2022-08-29T14:11:48Z
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Identical keywords in build_kwargs and config_kwargs lead to TypeError in load_dataset_builder()
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[ "I am getting similar error - `TypeError: type object got multiple values for keyword argument 'name'` while following this [tutorial](https://huggingface.co/docs/datasets/dataset_script#create-a-dataset-loading-script). I am getting this error with the `dataset-cli test` command.\r\n\r\n`datasets` version: 2.4.0",...
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This PR updates the evaluation metadata for GLUE to: * Include defaults for all configs except `ax` (which only has a `test` split with no known labels) * Fix the default split from `test` to `validation` since `test` splits in GLUE have no labels (they're private) * Fix the `task_id` for some existing defaults ...
2022-08-29T14:53:29Z
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2022-08-29T09:43:44Z
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2022-08-29T14:51:18Z
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Fix missing tags in dataset cards: - asnq - clue - common_gen - cosmos_qa - guardian_authorship - hindi_discourse - py_ast - x_stance This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833 - #4891 - #4896
2022-09-22T14:35:56Z
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## Describe the bug I got `'NoneType' object is not callable` error while calling the swda datasets. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("swda") ``` ## Expected results Run without error ## Environment info <!-- You can run the command `datase...
2022-08-30T14:43:41Z
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None Type error for swda datasets
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2022-08-30T14:43:41Z
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[ "Thanks for reporting @hannan72 ! I couldn't reproduce the error on my side, can you share the full stack trace please ?", "Thanks a lot for your response @lhoestq \r\nThe problem is solved accidentally today and I don't know exactly why it was happened yesterday.\r\nThe issue can be closed.", "Ok, let us know ...
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## Describe the bug A clear and concise description of what the bug is. Not able to import datasets ## Steps to reproduce the bug ```python # Sample code to reproduce the bug import os os.environ["WANDB_API_KEY"] = "0" ## to silence warning import numpy as np import random import sklearn import matplotlib.p...
2023-10-27T20:08:28Z
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2022-08-28T02:23:24Z
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Can't import datasets AttributeError: partially initialized module 'datasets' has no attribute 'utils' (most likely due to a circular import)
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2022-10-03T12:22:50Z
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[ "Thanks for reporting, @OPterminator.\r\n\r\nHowever, we are not able to reproduce this issue.\r\n\r\nThere might be 2 reasons why you get this exception:\r\n- Either the name of your local Python file: if it is called `datasets.py` this could generate a circular import when trying to import the Hugging Face `data...
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We define the keys for the `_DL_URLS` of the dev split as `dev.clean` and `dev.other`: https://github.com/huggingface/datasets/blob/2e7142a3c6500b560da45e8d5128e320a09fcbd4/datasets/librispeech_asr/librispeech_asr.py#L60-L61 These keys get forwarded to the `dl_manager` and thus the `local_extracted_archive`. How...
2022-08-30T10:06:21Z
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2022-08-27T10:04:57Z
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[LibriSpeech] Fix dev split local_extracted_archive for 'all' config
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2022-08-30T10:03:25Z
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Fix CI so that it reports defaults (failed and error) besides the custom (xfailed and xpassed) in the test summary. This PR fixes a regression introduced by: - #4845 This introduced the reporting of xfailed and xpassed, but wrongly removed the reporting of the defaults failed and error.
2022-08-26T17:49:33Z
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Fix CI reporting
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2022-08-26T17:46:59Z
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Currently, if a dataset has no configuration, a default configuration is created from the dataset name. For example, for a dataset loaded from the hub repository, such as https://huggingface.co/datasets/user/dataset (repo id is `user/dataset`), the default configuration will be `user--dataset`. It might be easier...
2023-07-24T21:15:31Z
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2022-08-26T16:16:22Z
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Name the default config `default`
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2023-07-24T21:15:31Z
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[ "Addressed in #5331." ]
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This PRs raises a specific `ManualDownloadError` when `get_dataset_config_info` is called for a dataset that requires manual download. Related to: - #4898 CC: @severo
2022-08-30T10:42:21Z
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Raise ManualDownloadError from get_dataset_config_info
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### Link _No response_ ### Description _No response_ ### Owner _No response_
2023-07-24T15:42:09Z
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Dataset Viewer issue for asaxena1990/Dummy_dataset
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[ "Seems to be linked to the use of the undocumented `_resolve_features` method in the dataset viewer backend:\r\n\r\n```\r\n>>> from datasets import load_dataset\r\n>>> dataset = load_dataset(\"asaxena1990/Dummy_dataset\", name=\"asaxena1990--Dummy_dataset\", split=\"train\", streaming=True)\r\nUsing custom data con...
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This PR fixes the removal of 2 language tags done by: - #4882 The tags are: - "code": this is not a IANA tag but needed - "und": this is one of the special scoped tags removed by 0d53202b9abce6fd0358cb00d06fcfd904b875af - used in "mc4" and "udhr" datasets
2022-08-26T10:27:18Z
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2022-08-26T09:48:57Z
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Re-add code and und language tags
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Dataset Viewer issue for timit_asr
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[ "Yes, the dataset viewer is based on `datasets`, and the following does not work:\r\n\r\n```\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names('timit_asr')\r\nDownloading builder script: 7.48kB [00:00, 6.69MB/s]\r\nTraceback (most recent call last):\r\n File \"/home/slesage/hf/data...
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Checking the large file in disk, and found the large cache file in the cifar10 data directory: ![image](https://user-images.githubusercontent.com/18533904/186830449-ba96cdeb-0fe8-4543-994d-2abe7145933f.png) As we know, the size of cifar10 dataset is ~130MB, but the cache file has almost 30GB size, there may be so...
2022-09-18T05:07:52Z
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[ "Hi ! The cache files are the results of all the transforms you applied to the dataset using `map` for example.\r\nDid you run a transform that could potentially blow up the size of the dataset ?", "@lhoestq,\r\nI don't remember, but I can't imagine what kind of transform may generate data that grow over 200 time...
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Fix missing tags in dataset cards: - anli - coarse_discourse - commonsense_qa - cos_e - ilist - lc_quad - web_questions - xsum This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833 - #4891
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2022-08-26T04:41:48Z
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## Describe the bug The `datasets.load_dataset` returns a `ValueError: Unknown split "validation". Should be one of ['train', 'test'].` when running `load_dataset(local_data_dir_path, split="validation")` even if the `validation` sub-directory exists in the local data path. The data directories are as follows and a...
2024-03-26T16:47:48Z
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2022-08-25T12:11:00Z
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load_dataset method returns Unknown split "validation" even if this dir exists
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2022-09-29T08:07:50Z
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[ "I don't know the main problem but it looks like, it is ignoring the last directory in your case. So, create a directory called 'zzz' in the same folder as train, validation and test. if it doesn't work, create a directory called \"aaa\". It worked for me.\r\n", "@SamSamhuns could you please try to load it with t...
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This PR adds the citation information to `makhzan` dataset, once they have replied to our request for that information: - https://github.com/zeerakahmed/makhzan/issues/43
2022-08-30T06:21:54Z
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2022-08-25T13:19:41Z
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In https://github.com/huggingface/datasets/pull/4831 @ylacombe added an oversampling strategy for `interleave_datasets`. However right now it doesn't work for datasets loaded using `load_dataset(..., streaming=True)`, which are `IterableDataset` objects. It would be nice to expand `interleave_datasets` for iterable ...
2022-10-03T12:37:46Z
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[ "Hi @lhoestq,\r\nI plunged into the code and it should be manageable for me to work on it!\r\n#take\r\n\r\nAlso, setting `d1`, `d2` and `d3` as you did raised a `SyntaxError: 'yield' inside list comprehension` for me, on Python 3.8.10.\r\nThe following snippet works for me though:\r\n```\r\nd1 = IterableDataset(Exa...
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This PR adds the citation information to `ro_sts_parallel` and `ro_sts_parallel` datasets, once they have replied our request for that information: - https://github.com/dumitrescustefan/RO-STS/issues/4
2022-08-25T10:49:56Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4892). All of your documentation changes will be reflected on that endpoint." ]
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Fix missing tags in dataset cards: - aslg_pc12 - librispeech_lm - mwsc - opus100 - qasc - quail - squadshifts - winograd_wsc This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833
2022-09-22T14:39:02Z
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2022-08-25T13:43:34Z
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As discussed in #4885 I initially added this bit at the end, thinking filling this field was necessary as it is done in from_dict. However, it seems the constructor takes care of filling info when it is empty. ``` if info.features is None: info.features = Features( { col: generate_from_arro...
2022-09-02T10:22:59Z
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2022-09-02T10:20:33Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@albertvillanova it seems tests fail on pyarrow 6, perhaps from_pylist is a v7 method? How do you usually handle these version differences?\r\nAdded something that at least works" ]
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## Describe the bug When loading Common Voice with torchaudio 0.11.0 the results are different to 0.12.1 which leads to problems in transformers see: https://github.com/huggingface/transformers/pull/18749 ## Steps to reproduce the bug If you run the following code once with `torchaudio==0.11.0+cu102` and `torc...
2023-03-02T15:33:05Z
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2022-08-24T16:54:43Z
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torchaudio 11.0 yields different results than torchaudio 12.1 when loading MP3
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2023-03-02T15:33:04Z
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[ "Maybe we can just pass this along to torchaudio @lhoestq @albertvillanova ? It be great if you could investigate if the errors lies in datasets or in torchaudio.", "torchaudio did a change in [0.12](https://github.com/pytorch/audio/releases/tag/v0.12.0) on MP3 decoding (which affects common voice):\r\n> MP3 deco...
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### Link https://huggingface.co/datasets/subjqa ### Description Getting the following error for this dataset: ``` Status code: 500 Exception: Status500Error Message: 2 or more items returned, instead of 1 ``` Not sure what's causing it though 🤔 ### Owner Yes
2022-09-08T08:23:42Z
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2022-08-24T13:26:20Z
https://api.github.com/repos/huggingface/datasets/issues/4888/comments
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Dataset Viewer issue for subjqa
https://api.github.com/repos/huggingface/datasets/issues/4888/events
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completed
MEMBER
2022-09-08T08:23:42Z
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I_kwDODunzps5Qbu9h
[ "It's a bug in the viewer, thanks for reporting it. We're hoping to update to a new version in the next few days which should fix it.", "Fixed \r\n\r\nhttps://huggingface.co/datasets/subjqa\r\n\r\n<img width=\"1040\" alt=\"Capture d’écran 2022-09-08 à 10 23 26\" src=\"https://user-images.githubusercontent.com/1...
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Datasets side of https://github.com/huggingface/hub-docs/pull/285
2022-08-26T10:31:32Z
4,887
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2022-08-24T13:11:49Z
https://api.github.com/repos/huggingface/datasets/issues/4887/comments
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Add "cc-by-nc-sa-2.0" to list of licenses
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MEMBER
2022-08-26T10:29:20Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Sorry for the issue @albertvillanova! I think it's now fixed! :heart: " ]
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## Describe the bug Loading huggan/CelebA-HQ throws pyarrow.lib.ArrowInvalid ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('huggan/CelebA-HQ') ``` ## Expected results See https://colab.research.google.com/drive/141LJCcM2XyqprPY83nIQ-Zk3BbxWeahq?usp=sharing#...
2023-02-02T02:40:53Z
4,886
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https://api.github.com/repos/huggingface/datasets
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2022-08-24T11:24:21Z
https://api.github.com/repos/huggingface/datasets/issues/4886/comments
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Loading huggan/CelebA-HQ throws pyarrow.lib.ArrowInvalid
https://api.github.com/repos/huggingface/datasets/issues/4886/events
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I_kwDODunzps5QbHbB
[ "Hi! IIRC one of the files in this dataset is corrupted due to https://github.com/huggingface/datasets/pull/4081 (fixed now).\r\n\r\n@NielsRogge Could you please re-generate and re-push this dataset (or I can do it if you share the generation script)?", "Could you put something in place to catch these problems? ...
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I often find myself with data from a variety of sources, and a list of dicts is very common among these. However, converting this to a Dataset is a little awkward, requiring either ```Dataset.from_pandas(pd.DataFrame(formatted_training_data))``` Which can error out on some more exotic values as 2-d arrays for reas...
2022-09-08T16:02:52Z
4,885
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2022-08-24T10:01:24Z
https://api.github.com/repos/huggingface/datasets/issues/4885/comments
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Create dataset from list of dicts
https://api.github.com/repos/huggingface/datasets/issues/4885/events
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CONTRIBUTOR
2022-09-08T16:02:52Z
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I_kwDODunzps5QauAI
[ "Hi @sanderland, thanks for your enhancement proposal.\r\n\r\nI agree with you that this would be useful.\r\n\r\nPlease note that under the hood, we use PyArrow tables as backend:\r\n- The implementation of `Dataset.from_dict` uses the PyArrow `Table.from_pydict`\r\n\r\nTherefore, I would suggest:\r\n- Implementin...
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