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https://api.github.com/repos/huggingface/datasets/issues/4989
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1,376,832,233
I_kwDODunzps5SEMrp
4,989
Running add_column() seems to corrupt existing sequence-type column info
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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 ...
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4,988
Add `IterableDataset.from_generator` to the API
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CONTRIBUTOR
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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
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Embed image/audio data in dl_and_prepare parquet
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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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.
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4,986
[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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CONTRIBUTOR
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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...
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[WIP] Prefer split patterns from directories over split patterns from filenames
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4985). All of your documentation changes will be reflected on that endpoint." ]
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CONTRIBUTOR
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related to https://github.com/huggingface/datasets/issues/4895 todo: - [ ] test
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PR_kwDODunzps4_FhTm
4,984
docs: ✏️ add links to the Datasets API
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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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CONTRIBUTOR
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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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How to convert torch.utils.data.Dataset to huggingface dataset?
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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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NONE
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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]...
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I_kwDODunzps5R_g_V
4,982
Create dataset_infos.json with VALIDATION and TEST splits
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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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4,981
Can't create a dataset with `float16` features
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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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## 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...
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4,980
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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NONE
null
**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.
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Fix missing tags in dataset cards
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Fix missing tags in dataset cards. 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
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Update IndicGLUE download links
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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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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Especially for big datasets like [LAION](https://huggingface.co/datasets/laion/laion2B-en/), it's hard to know exactly the downloaded size (because there are many files and you don't have their exact size when downloaded). **Describe the solution yo...
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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 ^^" ]
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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...
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Add `fn_kwargs` param to `IterableDataset.map`
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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)
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[GH->HF] Part 2: Remove all dataset scripts from github
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4974). All of your documentation changes will be reflected on that endpoint.", "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 libra...
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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 Needs https://github.com/huggingface/datasets/pull/4973 to be merged first and PR to be enabled on the Hub for non-namespaced datasets
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[GH->HF] Load datasets from the Hub
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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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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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Fix map batched with torch output
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4972). All of your documentation changes will be reflected on that endpoint." ]
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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.
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Preserve non-`input_colums` in `Dataset.map` if `input_columns` are specified
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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...
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Support streaming nli_tr dataset
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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.
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Fix data URL and metadata of vivos dataset
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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.
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Support streaming compguesswhat dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Support streaming `compguesswhat` dataset. Fix #3191.
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4,967
Strip "/" in local dataset path to avoid empty dataset name error
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I_kwDODunzps5RlBwK
4,965
[Apple M1] MemoryError: Cannot allocate write+execute memory for ffi.callback()
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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?" ]
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NONE
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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" / ...
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1,368,617,322
I_kwDODunzps5Rk3Fq
4,964
Column of arrays (2D+) are using unreasonably high memory
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[ "note i have tried the same code with `datasets` version 2.4.0, the outcome is the very same as described above." ]
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NONE
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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, ...
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I_kwDODunzps5RjRfk
4,963
Dataset without script does not support regular JSON data file
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[ "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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MEMBER
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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
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PR_kwDODunzps4-sh-o
4,962
Update setup.py
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[ "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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exclude broken version of fsspec. See the [related issue](https://github.com/huggingface/datasets/issues/4961)
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I_kwDODunzps5Ri-qB
4,961
fsspec 2022.8.2 breaks xopen in streaming mode
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[ "loading `fsspec==2022.7.1` fixes this issue, setup.py would need to be changed to prevent users from using the latest version of fsspec.", "Opened [PR](https://github.com/huggingface/datasets/pull/4962) to address this.", "Hi @DCNemesis, thanks for reporting.\r\n\r\nThat was a temporary issue in `fsspec` relea...
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NONE
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## Describe the bug When fsspec 2022.8.2 is installed in your environment, xopen will prematurely close files, making streaming mode inoperable. ## Steps to reproduce the bug ```python import datasets data = datasets.load_dataset('MLCommons/ml_spoken_words', 'id_wav', split='train', streaming=True) ``` ...
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1,368,035,159
I_kwDODunzps5Rio9X
4,960
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...
1,662,739,603,000
1,663,059,063,000
null
NONE
null
## 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: ...
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1,367,924,429
PR_kwDODunzps4-rx6l
4,959
Fix data URLs of compguesswhat dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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MEMBER
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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
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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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[ "I have solved this problem... The extension of the file should be `.json` not `.jsonl`" ]
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NONE
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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...
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PR_kwDODunzps4-nGIk
4,957
Add `Dataset.from_generator`
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[ "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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CONTRIBUTOR
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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
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Fix TF tests for 2.10
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Fixes #4953
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4,955
Raise a more precise error when the URL is unreachable in streaming mode
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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 ...
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Pin TensorFlow temporarily
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Temporarily fix TensorFlow until a permanent solution is found. Related to: - #4953
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CI test of TensorFlow is failing
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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 _________________________ [...
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4,952
Add test-datasets CI job
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[ "_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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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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Fix license information in qasc dataset card
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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
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Update Enwik8 broken link and information
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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.
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Update enwik8 fixing the broken link
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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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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.
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4,948
Fix minor typo in error message for missing imports
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Try to fix the Windows CI after TF update 2.10
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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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Introduce regex check when pushing as well
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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.
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Push to hub can push splits that do not respect the regex
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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...
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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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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_...
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4,943
Add splits to MBPP dataset
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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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This PR addresses https://github.com/huggingface/datasets/issues/4795
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I_kwDODunzps5RSv7t
4,942
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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## 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...
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4,941
Add Papers with Code ID to scifact dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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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
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PR_kwDODunzps4-c6WY
4,940
Fix multilinguality tag and missing sections in xquad_r dataset card
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MEMBER
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This PR fixes issue reported on the Hub: - Label as multilingual: https://huggingface.co/datasets/xquad_r/discussions/1
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PR_kwDODunzps4-cw4A
4,939
Fix NonMatchingChecksumError in adv_glue dataset
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MEMBER
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Fix issue reported on the Hub: https://huggingface.co/datasets/adv_glue/discussions/1
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