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7,001
Datasetbuilder Local Download FileNotFoundError
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[ "Ok it seems the solution is to use the directory string without the trailing \"/\" which in my case as: \r\n\r\n`parquet_dir = \"~/data/Parquet\" `\r\n\r\nStill i think this is a weird behavior... " ]
2024-06-25T15:02:34
2024-06-25T15:21:19
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### Describe the bug So I was trying to download a dataset and save it as parquet and I follow the [tutorial](https://huggingface.co/docs/datasets/filesystems#download-and-prepare-a-dataset-into-a-cloud-storage) of Huggingface. However, during the excution I face a FileNotFoundError. I debug the code and it seems...
null
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7,000
IterableDataset: Unsupported ScalarType BFloat16
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[ "@lhoestq Thank you for merging #6607, but unfortunately the issue persists for `IterableDataset` :pensive: ", "Hi ! I opened https://github.com/huggingface/datasets/pull/7002 to fix this bug", "Amazing, thank you so much @lhoestq! :pray:" ]
2024-06-25T14:43:26
2024-06-25T16:04:00
2024-06-25T15:51:53
NONE
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### Describe the bug `IterableDataset.from_generator` crashes when using BFloat16: ``` File "/usr/local/lib/python3.11/site-packages/datasets/utils/_dill.py", line 169, in _save_torchTensor args = (obj.detach().cpu().numpy(),) ^^^^^^^^^^^^^^^^^^^^^^^^^^ TypeError: Got unsupported ScalarType ...
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Remove tasks
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2024-06-25T09:06:16
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Remove tasks, as part of the 3.0 release.
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Fix tests using hf-internal-testing/librispeech_asr_dummy
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Fix tests using hf-internal-testing/librispeech_asr_dummy once that dataset has been converted to Parquet. Fix #6997.
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CI is broken for tests using hf-internal-testing/librispeech_asr_dummy
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CI is broken: https://github.com/huggingface/datasets/actions/runs/9657882317/job/26637998686?pr=6996 ``` FAILED tests/test_inspect.py::test_get_dataset_config_names[hf-internal-testing/librispeech_asr_dummy-expected4] - AssertionError: assert ['clean'] == ['clean', 'other'] Right contains one more item: 'othe...
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Remove deprecated code, as part of the 3.0 release. First merge: - [x] #6983 - [x] #6987 - [x] #6999
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[ "What is the version of your installed `huggingface-hub`:\r\n```python\r\nimport huggingface_hub\r\nprint(huggingface_hub.__version__)\r\n```\r\n\r\nIt seems you have a very old version of `huggingface-hub`, where `CommitInfo` was not still implemented. You need to update it:\r\n```\r\npip install -U huggingface-hu...
2024-06-24T17:07:22
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### Describe the bug I encountered an ImportError while trying to import `load_dataset` from the `datasets` module in Hugging Face. The error message indicates a problem with importing 'CommitInfo' from 'huggingface_hub'. ### Steps to reproduce the bug 1. pip install git+https://github.com/huggingface/datasets 2. f...
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Fix incorrect rank value in data splitting
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Fix #6990.
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2024-06-24T14:45:28
2024-07-08T13:10:53
2024-06-27T09:31:21
MEMBER
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+ mark as legacy in some parts of the docs since we'll not build new features for script datasets
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Dataset with streaming doesn't work with proxy
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[ "Hi ! can you try updating `datasets` and `huggingface_hub` ?\r\n\r\n```\r\npip install -U datasets huggingface_hub\r\n```" ]
2024-06-22T16:12:08
2024-06-25T15:43:05
null
NONE
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### Describe the bug I'm currently trying to stream data using dataset since the dataset is too big but it hangs indefinitely without loading the first batch. I use AIMOS which is a supercomputer that uses proxy to connect to the internet. I assume it has to do with the network configurations. I've already set up both...
null
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Unblock NumPy 2.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6991). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova Any chance we could get this in before the next release? Everything d...
2024-06-22T09:19:53
2024-12-25T17:57:34
2024-07-12T12:04:53
CONTRIBUTOR
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Fixes https://github.com/huggingface/datasets/issues/6980
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Problematic rank after calling `split_dataset_by_node` twice
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[ "ah yes good catch ! feel free to open a PR with your suggested fix" ]
2024-06-21T14:25:26
2024-06-25T16:19:19
2024-06-25T16:19:19
CONTRIBUTOR
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### Describe the bug I'm trying to split `IterableDataset` by `split_dataset_by_node`. But when doing split on a already split dataset, the resulting `rank` is greater than `world_size`. ### Steps to reproduce the bug Here is the minimal code for reproduction: ```py >>> from datasets import load_dataset >>...
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cache in nfs error
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[ "Hey @simplew2011 I am curious if you know of a workaround, or possible implications of letting the code run?" ]
2024-06-21T02:09:22
2025-01-29T11:44:04
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NONE
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### Describe the bug - When reading dataset, a cache will be generated to the ~/. cache/huggingface/datasets directory - When using .map and .filter operations, runtime cache will be generated to the /tmp/hf_datasets-* directory - The default is to use the path of tempfile.tempdir - If I modify this path to the N...
null
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[`feat`] Move dataset card creation to method for easier overriding
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6988). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "`Dataset` objects are not made to be subclassed, so I don't think going in that directi...
2024-06-20T10:47:57
2024-06-21T16:04:58
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MEMBER
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Hello! ## Pull Request overview * Move dataset card creation to method for easier overriding ## Details It's common for me to fully automatically download, reformat, and upload a dataset (e.g. see https://huggingface.co/datasets?other=sentence-transformers), but one aspect that I cannot easily automate is the d...
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Remove beam
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6987). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-20T07:27:14
2024-06-26T19:41:55
2024-06-26T19:35:42
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Remove beam, as part of the 3.0 release.
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Add large_list type support in string_to_arrow
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[ "@albertvillanova @KennethEnevoldsen" ]
2024-06-19T14:54:25
2024-08-12T14:43:48
2024-08-12T14:43:47
NONE
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add large_list type support in string_to_arrow() and _arrow_to_datasets_dtype() in features.py Fix #6984
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AttributeError: module 'pyarrow.lib' has no attribute 'ListViewType'
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[ "Please note that the error is raised just at import:\r\n```python\r\nimport pyarrow.parquet as pq\r\n```\r\n\r\nTherefore it must be caused by some problem with your pyarrow installation. I would recommend you uninstall and install pyarrow again.\r\n\r\nI also see that it seems you use conda to install pyarrow. Pl...
2024-06-19T13:22:28
2025-03-14T18:47:53
2024-06-25T05:40:51
NONE
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### Describe the bug I have been struggling with this for two days, any help would be appreciated. Python 3.10 ``` from setfit import SetFitModel from huggingface_hub import login access_token_read = "cccxxxccc" # Authenticate with the Hugging Face Hub login(token=access_token_read) # Load the models fr...
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Convert polars DataFrame back to datasets
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[ "Hi ! Thanks for reporting :)\r\n\r\nWe don't support `large_list` yet, though it should be added to `Sequence` IMO (maybe with a parameter `large=True` ?)" ]
2024-06-19T11:38:48
2024-08-12T14:43:46
2024-08-12T14:43:46
NONE
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### Feature request This returns error. ```python from datasets import Dataset dsdf = Dataset.from_dict({"x": [[1, 2], [3, 4, 5]], "y": ["a", "b"]}) Dataset.from_polars(dsdf.to_polars()) ``` ValueError: Arrow type large_list<item: int64> does not have a datasets dtype equivalent. ### Motivation When datasets...
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Remove metrics
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6983). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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2024-06-28T06:51:30
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Remove all metrics, as part of the 3.0 release. Note they are deprecated since 2.5.0 version.
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cannot split dataset when using load_dataset
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[ "it seems the bug will happened in all windows system, I tried it in windows8.1, 10, 11 and all of them failed. But it won't happened in the Linux(Ubuntu and Centos7) and Mac (both my virtual and physical machine). I still don't know what the problem is. May be related to the path? I cannot run the split file in m...
2024-06-19T08:07:16
2024-07-08T06:20:16
2024-07-08T06:20:16
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### Describe the bug when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document, This bug happened in my server, my laptop, so as #6906 , but it won't happen in the google colab. I work for it for da...
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Update docs on trust_remote_code defaults to False
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6981). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-19T07:12:21
2024-06-19T14:32:59
2024-06-19T14:26:37
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Update docs on trust_remote_code defaults to False. The docs needed to be updated due to this PR: - #6954
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Support NumPy 2.0
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2024-06-18T23:30:22
2024-07-12T12:04:54
2024-07-12T12:04:53
CONTRIBUTOR
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### Feature request Support NumPy 2.0. ### Motivation NumPy introduces the Array API, which bridges the gap between machine learning libraries. Many clients of HuggingFace are eager to start using the Array API. Besides that, NumPy 2 provides a cleaner interface than NumPy 1. ### Tasks NumPy 2.0 was ...
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How can I load partial parquet files only?
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[ "Hello,\r\n\r\nHave you tried loading the dataset in streaming mode? [Documentation](https://huggingface.co/docs/datasets/v2.20.0/stream)\r\n\r\nThis way you wouldn't have to load it all. Also, let's be nice to Parquet, it's a really nice technology and we don't need to be mean :)", "I have downloaded part of it,...
2024-06-18T15:44:16
2024-06-21T17:09:32
2024-06-21T13:32:50
NONE
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I have a HUGE dataset about 14TB, I unable to download all parquet all. I just take about 100 from it. dataset = load_dataset("xx/", data_files="data/train-001*-of-00314.parquet") How can I just using 000 - 100 from a 00314 from all partially? I search whole net didn't found a solution, **this is stupid if the...
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Fix regression for pandas < 2.0.0 in JSON loader
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6978). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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A regression was introduced for pandas < 2.0.0 in PR: - #6914 As described in pandas docs, the `dtype_backend` parameter was first added in pandas 2.0.0: https://pandas.pydata.org/docs/reference/api/pandas.read_json.html This PR fixes the regression by passing (or not) the `dtype_backend` parameter depending on ...
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load json file error with v2.20.0
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[ "Thanks for reporting, @xiaoyaolangzhi.\r\n\r\nIndeed, we are currently requiring `pandas` >= 2.0.0.\r\n\r\nYou will need to update pandas in your local environment:\r\n```\r\npip install -U pandas\r\n``` ", "Thank you very much." ]
2024-06-18T08:41:01
2024-06-18T10:06:10
2024-06-18T10:06:09
NONE
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### Describe the bug ``` load_dataset(path="json", data_files="./test.json") ``` ``` Generating train split: 0 examples [00:00, ? examples/s] Traceback (most recent call last): File "/usr/local/lib/python3.10/dist-packages/datasets/packaged_modules/json/json.py", line 132, in _generate_tables pa_table = p...
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Ensure compatibility with numpy 2.0.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6976). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-17T11:29:22
2024-06-19T14:30:32
2024-06-19T14:04:34
CONTRIBUTOR
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Following the conversion guide, copy=False is no longer required and will result in an error: https://numpy.org/devdocs/numpy_2_0_migration_guide.html#adapting-to-changes-in-the-copy-keyword. The following fix should resolve the issue. error found during testing on the MTEB repository e.g. [here](https://github.c...
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Set temporary numpy upper version < 2.0.0 to fix CI
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Set temporary numpy upper version < 2.0.0 to fix CI. See: https://github.com/huggingface/datasets/actions/runs/9546031216/job/26308072017 ``` A module that was compiled using NumPy 1.x cannot be run in NumPy 2.0.0 as it may crash. To support both 1.x and 2.x versions of NumPy, modules must be compiled with NumPy 2....
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IndexError during training with Squad dataset and T5-small model
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[ "add remove_unused_columns=False to training_args\r\nhttps://github.com/huggingface/datasets/issues/6535#issuecomment-1874024704", "Closing this issue because it was a reported and fixed in transformers." ]
2024-06-16T07:53:54
2024-07-01T11:25:40
2024-07-01T11:25:40
NONE
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### Describe the bug I am encountering an IndexError while training a T5-small model on the Squad dataset using the transformers and datasets libraries. The error occurs even with a minimal reproducible example, suggesting a potential bug or incompatibility. ### Steps to reproduce the bug 1.Install the required libr...
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Fix webdataset pickling
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2024-06-14T14:43:02
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...by making tracked iterables picklable. This is important to make streaming datasets compatible with multiprocessing e.g. for parallel data loading
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Revert changes in #6396 and #6404. CVE-2023-47248 has been fixed since PyArrow v14.0.1. Meanwhile Python requirements requires `pyarrow>=15.0.0`.
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Use `HF_HUB_OFFLINE` instead of `HF_DATASETS_OFFLINE`
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To use `datasets` offline, one can use the `HF_DATASETS_OFFLINE` environment variable. This PR makes `HF_HUB_OFFLINE` the recommended environment variable for offline training. Goal is to be more consistent with the rest of HF ecosystem and have a single config value to set. The changes are backward-compatible meani...
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Method to load Laion400m
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2024-06-12T16:04:04
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### Feature request Large datasets like Laion400m are provided as embeddings. The provided methods in load_dataset are not straightforward for loading embedding files, i.e. img_emb_XX.npy ; XX = 0 to 99 ### Motivation The trial and experimentation is the key pivot of HF. It would be great if HF can load embeddings...
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
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## Before: <img width="935" alt="image" src="https://github.com/huggingface/datasets/assets/35881688/93666e72-059b-4180-9e1d-ff176a3d9dac"> ## After: <img width="956" alt="image" src="https://github.com/huggingface/datasets/assets/35881688/75df7c3e-f473-44f0-a872-eeecf6a85fe2">
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set the right behavior of skip/take depending on whether it's called after or before shuffle/split_by_node
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following https://github.com/huggingface/datasets/pull/6658
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6,963
[Streaming] retry on requests errors
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6963). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "ci failures are r-unrelated to this PR, merging", "<details>\n<summary>Show benchmark...
2024-06-10T15:51:56
2024-06-28T09:53:11
2024-06-28T09:46:52
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reported in https://discuss.huggingface.co/t/speeding-up-streaming-of-large-datasets-fineweb/90714/6 when training using a streaming a dataloader cc @Wauplin it looks like the retries from `hfh` are not always enough. In this PR I let `datasets` do additional retries (that users can configure in `datasets.config`) ...
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fix(ci): remove unnecessary permissions
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### What does this PR do? Remove unnecessary permissions granted to the actions workflow. Sorry for the mishap.
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Manual downloads should count as downloads
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[ "We're unlikely to add more features/support for datasets with python loading scripts, which include datasets with manual download. Sorry for the inconvenience" ]
2024-06-09T04:52:06
2024-06-13T16:05:00
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### Feature request I would like to request that manual downloads of data files from Hugging Face dataset repositories count as downloads of a dataset. According to the documentation for the Hugging Face Hub, that is currently not the case: https://huggingface.co/docs/hub/en/datasets-download-stats ### Motivation Th...
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feat(ci): add trufflehog secrets detection
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6960). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Yes!", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\...
2024-06-07T16:18:23
2024-06-08T14:58:27
2024-06-08T14:52:18
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### What does this PR do? Adding a GH action to scan for leaked secrets on each commit.
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Better error handling in `dataset_module_factory`
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2024-06-07T11:24:15
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CONTRIBUTOR
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cc @cakiki who reported it on [slack](https://huggingface.slack.com/archives/C039P47V1L5/p1717754405578539) (private link) This PR updates how errors are handled in `dataset_module_factory` when the `dataset_info` cannot be accessed: 1. Use multiple `except ... as e` instead of using `isinstance(e, ...)` 2. Alway...
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6,958
My Private Dataset doesn't exist on the Hub or cannot be accessed
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[ "I can load public dataset, but for my private dataset it fails", "https://huggingface.co/docs/datasets/upload_dataset", "I have checked the API HTTP link. Repository Not Found for url: https://huggingface.co/api/datasets/xxx/xxx.\r\n\r\n![image](https://github.com/huggingface/datasets/assets/39621324/4aceef59-...
2024-06-06T06:52:19
2024-07-01T11:27:46
2024-07-01T11:27:46
NONE
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### Describe the bug ``` File "/root/miniconda3/envs/gino_conda/lib/python3.9/site-packages/datasets/load.py", line 1852, in dataset_module_factory raise DatasetNotFoundError(msg + f" at revision '{revision}'" if revision else msg) datasets.exceptions.DatasetNotFoundError: Dataset 'xxx' doesn't exist on t...
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Fix typos in docs
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Fix typos in docs introduced by: - #6956 Typos: - `comparisions` => `comparisons` - two consecutive sentences both ending in colon - split one sentence into two Sorry, I did not have time to review that PR. CC: @lhoestq
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update docs on N-dim arrays
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Fix small typo
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
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CONTRIBUTOR
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Remove default `trust_remote_code=True`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6954). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "yay! 🎉 ", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<detai...
2024-06-04T13:22:56
2024-06-17T16:32:24
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TODO: - [x] fix tests
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6,953
Remove canonical datasets from docs
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[ "Canonical datasets are no longer mentioned in the docs." ]
2024-06-04T12:09:03
2024-07-01T11:31:25
2024-07-01T11:31:25
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Remove canonical datasets from docs, now that we no longer have canonical datasets.
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6,952
Move info_utils errors to exceptions module
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2024-06-04T11:48:32
2024-06-10T14:09:59
2024-06-10T14:03:55
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Move `info_utils` errors to `exceptions` module. Additionally rename some of them, deprecate the former ones, and make the deprecation backward compatible (by making the new errors inherit from the former ones).
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load_dataset() should load all subsets, if no specific subset is specified
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[ "@xianbaoqian ", "Feel free to open a PR in `m-a-p/COIG-CQIA` to define a default subset. Currently there is no default.\r\n\r\nYou can find some documentation at https://huggingface.co/docs/hub/datasets-manual-configuration#multiple-configurations", "@lhoestq \r\n\r\nWhilst having a default subset readily avai...
2024-06-04T11:02:33
2024-11-26T08:32:18
2024-07-01T11:33:10
NONE
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### Feature request Currently load_dataset() is forcing users to specify a subset. Example `from datasets import load_dataset dataset = load_dataset("m-a-p/COIG-CQIA")` ```--------------------------------------------------------------------------- ValueError Traceback (most recen...
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6,950
`Dataset.with_format` behaves inconsistently with documentation
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[ "Hi ! It seems the documentation was outdated in this paragraph\r\n\r\nI fixed it here: https://github.com/huggingface/datasets/pull/6956", "Fixed." ]
2024-06-04T09:18:32
2024-06-25T08:05:49
2024-06-25T08:05:49
NONE
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### Describe the bug The actual behavior of the interface `Dataset.with_format` is inconsistent with the documentation. https://huggingface.co/docs/datasets/use_with_pytorch#n-dimensional-arrays https://huggingface.co/docs/datasets/v2.19.0/en/use_with_tensorflow#n-dimensional-arrays > If your dataset consists of ...
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load_dataset error
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[ "Hi, @lion-ops.\r\n\r\nIn our Continuous Integration we have many tests on loading JSON files and all of them work properly.\r\n\r\nCould you please share your \"train.json\" file, so that we can try to reproduce the issue you have? ", "> Hi, @lion-ops.\r\n> \r\n> In our Continuous Integration we have many tests ...
2024-06-04T01:24:45
2024-07-01T11:33:46
2024-07-01T11:33:46
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### Describe the bug Why does the program get stuck when I use load_dataset method, and it still gets stuck after loading for several hours? In fact, my json file is only 21m, and I can load it in one go using open('', 'r'). ### Steps to reproduce the bug 1. pip install datasets==2.19.2 2. from datasets import Data...
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to_tf_dataset: Visible devices cannot be modified after being initialized
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2024-06-03T18:10:57
2024-06-03T18:10:57
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### Describe the bug When trying to use to_tf_dataset with a custom data_loader collate_fn when I use parallelism I am met with the following error as many times as number of workers there were in ``num_workers``. File "/opt/miniconda/envs/env/lib/python3.11/site-packages/multiprocess/process.py", line 314, in _b...
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FileNotFoundError:error when loading C4 dataset
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[ "same problem here", "Hello,\r\n\r\nAre you sure you are really using datasets version 2.19.2? We just made the patch release yesterday specifically to fix this issue:\r\n- #6925\r\n\r\nI can't reproduce the error:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n\r\nIn [2]: ds = load_dataset('allenai...
2024-06-03T13:06:33
2024-06-25T06:21:28
2024-06-25T06:21:28
NONE
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### Describe the bug can't load c4 datasets When I replace the datasets package to 2.12.2 I get raise datasets.utils.info_utils.ExpectedMoreSplits: {'train'} How can I fix this? ### Steps to reproduce the bug 1.from datasets import load_dataset 2.dataset = load_dataset('allenai/c4', data_files={'validat...
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Re-enable import sorting disabled by flake8:noqa directive when using ruff linter
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6946). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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Re-enable import sorting that was wrongly disabled by `flake8: noqa` directive after switching to `ruff` linter in datasets-2.10.0 PR: - #5519 Note that after the linter switch, we wrongly replaced `flake8: noqa` with `ruff: noqa` in datasets-2.17.0 PR: - #6619 That replacement was wrong because we kept the `is...
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Update yanked version of minimum requests requirement
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Update yanked version of minimum requests requirement. Version 2.32.1 was yanked: https://pypi.org/project/requests/2.32.1/
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Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6944). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-03T05:29:59
2024-06-03T05:37:51
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2024-06-03T05:01:50
2024-06-03T05:17:41
2024-06-03T05:17:40
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6,942
Import sorting is disabled by flake8 noqa directive after switching to ruff linter
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2024-06-02T09:43:34
2024-06-04T09:54:24
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When we switched to `ruff` linter in PR: - #5519 import sorting was disabled in all files containing the `# flake8: noqa` directive - https://github.com/astral-sh/ruff/issues/11679 We should re-enable import sorting on those files.
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2,328,930,165
I_kwDODunzps6K0Kd1
6,941
Supporting FFCV: Fast Forward Computer Vision
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2024-06-01T05:34:52
2024-06-01T05:34:52
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### Feature request Supporting FFCV, https://github.com/libffcv/ffcv ### Motivation According to the benchmark, FFCV seems to be fastest image loading method. ### Your contribution no
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2,328,637,831
I_kwDODunzps6KzDGH
6,940
Enable Sharding to Equal Sized Shards
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2024-05-31T21:55:50
2024-06-01T07:34:12
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### Feature request Add an option when sharding a dataset to have all shards the same size. Will be good to provide both an option of duplication, and by truncation. ### Motivation Currently the behavior of sharding is "If n % i == l, then the first l shards will have length (n // i) + 1, and the remaining sha...
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6,939
ExpectedMoreSplits error when using data_dir
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2024-05-31T15:08:42
2024-05-31T17:10:39
2024-05-31T17:10:39
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As reported by @regisss, an `ExpectedMoreSplits` error is raised when passing `data_dir`: ```python from datasets import load_dataset dataset = load_dataset( "lvwerra/stack-exchange-paired", split="train", cache_dir=None, data_dir="data/rl", ) ``` ``` Traceback (most recent call last): F...
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6,938
Fix expected splits when passing data_files or dir
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6938). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "fix is included in https://github.com/huggingface/datasets/pull/6925" ]
2024-05-31T11:04:22
2024-05-31T15:28:03
2024-05-31T15:28:02
MEMBER
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reported on slack: The following code snippet gives an error with v2.19 but not with v2.18: from datasets import load_dataset ``` dataset = load_dataset( "lvwerra/stack-exchange-paired", split="train", cache_dir=None, data_dir="data/rl", ) ``` and the error is: ``` Traceback (most recent ...
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2,327,212,611
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6,937
JSON loader implicitly coerces floats to integers
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[ "Hi @albertvillanova, I'd like to work on this issue if it's still open!\n\nFrom what I see, the float-to-int coercion happens during JSON parsing, possibly due to recent `pandas` behavior. I'll investigate the loading logic inside `json.py` and ensure float values like `[0.0, 1.0, 2.0]` retain their type throughou...
2024-05-31T08:09:12
2025-06-24T05:49:20
null
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The JSON loader implicitly coerces floats to integers. The column values `[0.0, 1.0, 2.0]` are coerced to `[0, 1, 2]`. See CI error in dataset-viewer: https://github.com/huggingface/dataset-viewer/actions/runs/9290164936/job/25576926446 ``` =================================== FAILURES ===========================...
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2,326,119,853
I_kwDODunzps6KpcWt
6,936
save_to_disk() freezes when saving on s3 bucket with multiprocessing
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[ "I got the same issue. Any updates so far for this issue?", "Same here. Any updates?", "+1, experiencing this as well" ]
2024-05-30T16:48:39
2025-02-06T22:12:52
null
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### Describe the bug I'm trying to save a `Dataset` using the `save_to_disk()` function with: - `num_proc > 1` - `dataset_path` being a s3 bucket path e.g. "s3://{bucket_name}/{dataset_folder}/" The hf progress bar shows up but the saving does not seem to start. When using one processor only (`num_proc=1`), e...
null
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6,935
Support for pathlib.Path in datasets 2.19.0
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[ "+1 I just noticed this when I tried to update `datasets` today.", "The same issue, I also get error." ]
2024-05-30T12:53:36
2025-01-14T11:50:22
null
NONE
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### Describe the bug After the recent update of `datasets`, Dataset.save_to_disk does not accept a pathlib.Path anymore. It was supported in 2.18.0 and previous versions. Is this intentional? Was it supported before only because of a Python dusk-typing miracle? ### Steps to reproduce the bug ``` from datasets impor...
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6,934
Revert ci user
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6934). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-05-30T10:45:26
2024-05-31T10:25:08
2024-05-30T10:45:37
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update ci user
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2024-05-30T10:23:02
2024-05-30T10:30:54
2024-05-30T10:23:12
MEMBER
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token is ok to be public since it's only for the hub-ci
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Update dataset_dict.py
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[ "thanks !", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_bat...
2024-05-30T05:22:35
2024-06-04T12:56:20
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shape returns (number of rows, number of columns)
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[WebDataset] Support compressed files
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2024-05-29T14:19:06
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ValueError: Couldn't infer the same data file format for all splits. Got {'train': ('json', {}), 'validation': (None, {})}
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[ "How do you solve it ?\r\n", "> How do you solve it ?\r\n\r\nPlease check your Python environment and dataset version. I have just resolved the issue, which was caused by a Python environment switching error\r\n" ]
2024-05-29T12:40:05
2024-07-23T06:25:24
null
NONE
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### Describe the bug When I run the code en = load_dataset("allenai/c4", "en", streaming=True), I encounter an error: raise ValueError(f"Couldn't infer the same data file format for all splits. Got {split_modules}") ValueError: Couldn't infer the same data file format for all splits. Got {'train': ('json', {}), 'valid...
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I_kwDODunzps6Kddzt
6,929
Avoid downloading the whole dataset when only README.me has been touched on hub.
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[ "you're right, we're tackling this here: https://github.com/huggingface/dataset-viewer/issues/2757", "@severo : great !" ]
2024-05-29T10:36:06
2024-05-29T20:51:56
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### Feature request `datasets.load_dataset()` triggers a new download of the **whole dataset** when the README.md file has been touched on huggingface hub, even if data files / parquet files are the exact same. I think the current behaviour of the load_dataset function is triggered whenever a change of the hash o...
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Update process.mdx: Code Listings Fixes
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2024-05-29T03:17:07
2024-06-04T13:08:19
2024-06-04T12:55:00
CONTRIBUTOR
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Update process.mdx: Minor Code Listings Updates and Fixes
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2024-05-29T03:09:01
2024-05-29T03:12:46
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Update process.mdx: Fix code listing in Shard section
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2024-05-29T01:25:55
2024-05-29T03:11:20
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Fix NonMatchingSplitsSizesError/ExpectedMoreSplits when passing data_dir/data_files in no-code Hub datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6925). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Do you think this is worth making a patch release for?\r\nCC: @huggingface/datasets", ...
2024-05-28T13:33:38
2024-11-07T20:41:58
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MEMBER
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Fix `NonMatchingSplitsSizesError` or `ExpectedMoreSplits` error for no-code Hub datasets if the user passes: - `data_dir` - `data_files` The proposed solution is to avoid using exported dataset info (from Parquet exports) in these cases. Additionally, also if the user passes `revision` other than "main" (so that ...
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Caching map result of DatasetDict.
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[ "Has to do with sharding as far as I am aware, num_proc splits the dataset in shards and each process picks up a shard.", "@dimidagd why wouldn't you redistribute the processes (e.g. param_num_process to sequentially fill fingerprint_num_process) to make things work out? \n\nPerhaps I'm missing something importan...
2024-05-28T09:07:41
2025-07-28T12:57:34
null
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Hi! I'm currenty using the map function to tokenize a somewhat large dataset, so I need to use the cache to save ~25 mins. Changing num_proc incduces the recomputation of the map, I'm not sure why and if this is excepted behavior? here it says, that cached files are loaded sequentially: https://github.com/...
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Export Parquet Tablet Audio-Set is null bytes in Arrow
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2024-05-27T14:27:57
2024-05-27T14:27:57
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### Describe the bug Exporting the processed audio inside the table with the dataset.to_parquet function, the object pyarrow {bytes: null, path: "Some/Path"} At the same time, the same dataset uploaded to the hub has bit arrays ![Screenshot from 2024-05-27 19-14-49](https://github.com/huggingface/datasets/assets/1...
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Remove torchaudio remnants from code
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6922). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-05-27T08:45:07
2024-05-27T09:08:19
2024-05-27T08:59:21
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Remove torchaudio remnants from code. Follow-up on: - #5573
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Support fsspec 2024.5.0
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Support fsspec 2024.5.0.
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[WebDataset] Add `.pth` support for torch tensors
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In this PR I add support for `.pth` but with `weights_only=True` to disallow the use of pickle
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Invalid YAML in README.md: unknown tag !<tag:yaml.org,2002:python/tuple>
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2024-05-24T14:59:45
2024-05-24T14:59:45
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### Describe the bug I wrote a notebook to load an existing dataset, process it, and upload as a private dataset using `dataset.push_to_hub(...)` at the end. The push to hub is failing with: ``` ValueError: Invalid metadata in README.md. - Invalid YAML in README.md: unknown tag !<tag:yaml.org,2002:python[/tuple](...
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NonMatchingSplitsSizesError when using data_dir
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[ "Thanks for reporting, @srehaag.\r\n\r\nWe are investigating this issue.", "I confirm there is a bug for data-based Hub datasets when the user passes `data_dir`, which was introduced by PR:\r\n- #6714" ]
2024-05-24T12:43:39
2024-05-31T17:10:38
2024-05-31T17:10:38
NONE
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### Describe the bug Loading a dataset from with a data_dir argument generates a NonMatchingSplitsSizesError if there are multiple directories in the dataset. This appears to happen because the expected split is calculated based on the data in all the directories whereas the recorded split is calculated based on t...
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WinError 32 The process cannot access the file during load_dataset
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2024-05-24T07:54:51
2024-05-24T07:54:51
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### Describe the bug When I try to load the opus_book from hugging face (following the [guide on the website](https://huggingface.co/docs/transformers/main/en/tasks/translation)) ```python from datasets import load_dataset, Dataset dataset = load_dataset("Helsinki-NLP/opus_books", "en-fr", features=["id", "tran...
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```push_to_hub()``` - Prevent Automatic Generation of Splits
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2024-05-22T23:52:15
2024-05-23T00:07:53
2024-05-23T00:07:53
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### Describe the bug I currently have a dataset which has not been splited. When pushing the dataset to my hugging face dataset repository, it is split into a testing and training set. How can I prevent the split from happening? ### Steps to reproduce the bug 1. Have a unsplit dataset ```python Dataset({ featur...
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Validate config name and data_files in packaged modules
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6915). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I pushed a change that fixes 2.15 cache reloading (I fixed the packaged module hash), f...
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2024-06-06T09:32:10
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Validate the config attributes `name` and `data_files` in packaged modules by making the derived classes call their parent `__post_init__` method. Note that their parent `BuilderConfig` validates its attributes `name` and `data_files` in its `__post_init__` method: https://github.com/huggingface/datasets/blob/60d21e...
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Preserve JSON column order and support list of strings field
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2024-05-22T09:58:54
2024-05-29T13:18:47
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Preserve column order when loading from a JSON file with a list of dict (or with a field containing a list of dicts). Additionally, support JSON file with a list of strings field. Fix #6913.
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Column order is nondeterministic when loading from JSON
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2024-05-22T05:30:14
2024-05-29T13:12:24
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As reported by @meg-huggingface, the order of the JSON object keys is not preserved while loading a dataset from a JSON file with a list of objects. For example, when loading a JSON files with a list of objects, each with the following ordered keys: - [ID, Language, Topic], the resulting dataset may have column...
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Add MedImg for streaming
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[ "@mariosasko, @lhoestq, @albertvillanova\r\nHello! Can anyone help? or can you guys suggest who can help with this?", "Hi ! Feel free to download the dataset and create a `Dataset` object with it.\r\n\r\nThen your'll be able to use `push_to_hub()` to upload the dataset to HF in Parquet format and make it streamab...
2024-05-22T00:55:30
2024-09-05T16:53:54
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### Feature request Host the MedImg dataset (similar to Imagenet but for biomedical images). ### Motivation There is a clear need for biomedical image foundation models and large scale biomedical datasets that are easily streamable. This would be an excellent tool for the biomedical community. ### Your con...
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Remove dead code for non-dict data_files from packaged modules
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Remove dead code for non-dict data_files from packaged modules. Since the merge of this PR: - #2986 the builders' variable self.config.data_files is always a dict, which makes the condition on (str, list, tuple) dead code.
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Fix wrong type hints in data_files
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Fix wrong type hints in data_files introduced in: - #6493
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Update requests >=2.32.1 to fix vulnerability.
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Fail to load "stas/c4-en-10k" dataset since 2.16 version
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[ "I am not able to reproduce the error with datasets 2.19.1:\r\n```python\r\nIn [1]: from datasets import load_dataset; ds = load_dataset(\"stas/c4-en-10k\", streaming=True); item = next(iter(ds[\"train\"])); item\r\nOut[1]: {'text': 'Beginners BBQ Class Taking Place in Missoula!\\nDo you want to get better at makin...
2024-05-20T02:43:59
2024-05-24T10:58:09
2024-05-24T10:58:09
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### Describe the bug When update datasets library to version 2.16+ ( I test it on 2.16, 2.19.0 and 2.19.1), using the following code to load stas/c4-en-10k dataset ```python from datasets import load_dataset, Dataset dataset = load_dataset('stas/c4-en-10k') ``` and then it raise UnicodeDecodeError like ...
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Support the deserialization of json lines files comprised of lists
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[ "Update: I ended up deciding to go back to use lines of dictionaries instead of arrays, not because of this issue as my users would be capable of downloading my corpus without `datasets`, but the speed and storage savings are not currently worth breaking my API and harming the backwards compatibility of each new re...
2024-05-18T05:07:23
2024-05-18T08:53:28
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### Feature request I manage a somewhat large and popular Hugging Face dataset known as the [Open Australian Legal Corpus](https://huggingface.co/datasets/umarbutler/open-australian-legal-corpus). I recently updated my corpus to be stored in a json lines file where each line is an array and each element represents a v...
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irc_disentangle - Issue with splitting data
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[ "Thank you I will try this out!\r\n\r\nOn Tue, Jun 11, 2024 at 3:55 AM Vincent Lau ***@***.***>\r\nwrote:\r\n\r\n> I add a \"streaming=True\" after the name of the dataset, and it\r\n> works.....hope it can help you\r\n>\r\n> And if you install the version datasets==2.15.0, this bug will not happen.\r\n> I don't kn...
2024-05-17T23:19:37
2024-07-16T00:21:56
2024-07-08T06:18:08
NONE
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### Describe the bug I am trying to access your database through python using "datasets.load_dataset("irc_disentangle")" and I am getting this error message: ValueError: Instruction "train" corresponds to no data! ### Steps to reproduce the bug import datasets ds = datasets.load_dataset('irc_disentangle') ds #...
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2,303,098,587
I_kwDODunzps6JRn7b
6,905
Extraction protocol for arrow files is not defined
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[ "Fixed in https://github.com/huggingface/datasets/pull/7083" ]
2024-05-17T16:01:41
2025-02-06T19:50:22
2025-02-06T19:50:20
NONE
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### Describe the bug Passing files with `.arrow` extension into data_files argument, at least when `streaming=True` is very slow. ### Steps to reproduce the bug Basically it goes through the `_get_extraction_protocol` method located [here](https://github.com/huggingface/datasets/blob/main/src/datasets/utils/file_ut...
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2,302,912,179
PR_kwDODunzps5vzRlD
6,904
Fix decoding multi part extension
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6904). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "takign the liberty to merge this for the viewer and a new dataset being released", "<...
2024-05-17T14:32:57
2024-05-17T14:52:56
2024-05-17T14:46:54
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e.g. a field named `url.txt` should be a treated as text I also included a small fix to support .npz correctly
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Add the option of saving in parquet instead of arrow
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[ "I think [`Dataset.to_parquet`](https://huggingface.co/docs/datasets/v1.10.2/package_reference/main_classes.html#datasets.Dataset.to_parquet) is what you're looking for.\r\n\r\nLet me know if I'm wrong ", "No, it does not save the metadata json.\r\n\r\nWe have to recode all meta json load/save\r\nwith another cus...
2024-05-16T13:35:51
2025-05-19T12:14:14
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### Feature request In dataset.save_to_disk('/path/to/save/dataset'), add the option to save in parquet format dataset.save_to_disk('/path/to/save/dataset', format="parquet"), because arrow is not used for Production Big data.... (only parquet) ### Motivation because arrow is not used for Production Big...
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Make CLI convert_to_parquet not raise error if no rights to create script branch
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6902). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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Make CLI convert_to_parquet not raise error if no rights to create "script" branch. Not that before this PR, the error was not critical because it was raised at the end of the script, once all the rest of the steps were already performed. Fix #6901. Bug introduced in datasets-2.19.0 by: - #6809
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HTTPError 403 raised by CLI convert_to_parquet when creating script branch on 3rd party repos
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2024-05-16T11:40:22
2024-05-16T12:51:06
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CLI convert_to_parquet cannot create "script" branch on 3rd party repos. It can only create it on repos where the user executing the script has write access. Otherwise, a 403 Forbidden HTTPError is raised: ``` Traceback (most recent call last): File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/ut...
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