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fix: better args passthrough for `_batch_setitems()`
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[ "@sghng There is a regression with python 3.13.8 when lm-eval is calling datasets load\r\n\r\n```python\r\nself = <test_llama3_2.TestLlama3_2 testMethod=test_llama3_2>\r\n\r\n def test_llama3_2(self):\r\n> self.quant_lm_eval()\r\n\r\ntests/models/test_llama3_2.py:35: \r\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ ...
2025-10-14T22:51:51
2025-10-28T17:32:12
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In Python 3.14, there's a change in the signature of `_Pickler._batch_setitems`. It's changed to: ```python # pickle.py def _batch_setitems(self, items, obj): # Helper to batch up SETITEMS sequences; proto >= 1 only save = self.save write = self.write ``` To accomodate this, in `dill`, we h...
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Support huggingface-hub pre-releases
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6516). 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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Support `huggingface-hub` pre-releases. This way we will have our CI green when testing `huggingface-hub` release candidates. See: https://github.com/huggingface/datasets/tree/ci-test-huggingface-hub-v0.20.0.rc1 Close #6513.
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'with_format' is extremely slow when used together with 'interleave_datasets' or 'shuffle' on IterableDatasets
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[ "The \"torch\" formatting is usually fast because we do zero-copy conversion from the Arrow data on your disk to Torch tensors. However IterableDataset shuffling seems to do data copies that slow down the pipeline, and it shuffles python objects instead of Arrow data.\r\n\r\nTo fix this we need to implement `Buffer...
2024-02-01T17:16:54
2025-09-18T16:37:11
2025-09-18T16:37:11
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### Describe the bug If you: 1. Interleave two iterable datasets together with the interleave_datasets function, or shuffle an iterable dataset 2. Set the output format to torch tensors with .with_format('torch') Then iterating through the dataset becomes over 100x slower than it is if you don't apply the torch...
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Dataset scripts are no longer supported, but found superb.py
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[ "I got a pretty similar issue when I try to load bigbio/neurotrial_ner dataset. \n`Dataset scripts are no longer supported, but found neurotrial_ner.py`", "Same here. I was running this tutorial and got a similar error: https://github.com/openai/whisper/discussions/654 (I'm a first-time transformers library user)...
2025-07-20T13:48:06
2025-09-04T10:32:12
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### Describe the bug Hello, I'm trying to follow the [Hugging Face Pipelines tutorial](https://huggingface.co/docs/transformers/main_classes/pipelines) but the tutorial seems to work only on old datasets versions. I then get the error : ``` -------------------------------------------------------------------------- ...
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Fix to_json ValueError and remove pandas pin
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-31T10:38:08
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This PR fixes the root cause of the issue: - #6197 This PR also removes the temporary pin of `pandas` introduced by: - #6200 Note that for orient in ['records', 'values'], index value is ignored but - in `pandas` < 2.1.0, a ValueError is raised if not index and orient not in ['split', 'table'] - for orien...
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Multi gpu docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6550). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Thanks @lhoestq . This is a very important fix for code to run on multiple GPUs. Otherw...
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after discussions in https://github.com/huggingface/datasets/pull/6415
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`Invalid user token` even when correct user token is passed!
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[ "This is because `download_config.use_auth_token` is deprecated - you should use `download_config.token` instead", "Works! Thanks for the quick fix! <3" ]
2023-08-29T12:37:03
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### Describe the bug I'm working on a dataset which comprises other datasets on the hub. URL: https://huggingface.co/datasets/open-asr-leaderboard/datasets-test-only Note: Some of the sub-datasets in this metadataset require explicit access. All the other datasets work fine, except, `common_voice`. ### Steps t...
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Datasets crashing runs due to KeyError
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[ "i once had the same error and I could fix that by pushing a fake or a dummy commit on my hugging face dataset repo", "Hi! We need a reproducer to fix this. Can you provide a link to the dataset (if it's public)?", "> Hi! We need a reproducer to fix this. Can you provide a link to the dataset (if it's public)?\...
2023-08-05T17:48:56
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NONE
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### Describe the bug Hi all, I have been running into a pretty persistent issue recently when trying to load datasets. ```python train_dataset = load_dataset( 'llama-2-7b-tokenized', split = 'train' ) ``` I receive a KeyError which crashes the runs. ``` Traceback (most recent call...
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7,535
Change dill version in requirements
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7535). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-04-24T19:44:28
2025-05-19T14:51:29
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Change dill version to >=0.3.9,<0.4.5 and check for errors
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2,267,352,120
I_kwDODunzps6HJQw4
6,846
Unimaginable super slow iteration
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[ "In every iteration you load the full \"random_input\" column in memory, only then to access it's i-th element.\r\n\r\nYou can try using this instead\r\n\r\na,b=dataset[i]['random_input'],dataset[i]['random_output']" ]
2024-04-28T05:24:14
2024-05-06T08:30:03
2024-05-06T08:30:03
NONE
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### Describe the bug Assuming there is a dataset with 52000 sentences, each with a length of 500, it takes 20 seconds to extract a sentence from the dataset……?Is there something wrong with my iteration? ### Steps to reproduce the bug ```python import datasets import time import random num_rows = 52000 n...
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3,429,267,259
I_kwDODunzps7MZnc7
7,780
BIGPATENT dataset inaccessible (deprecated script loader)
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[ "Hi ! I opened https://huggingface.co/datasets/NortheasternUniversity/big_patent/discussions/7 to update the dataset, hopefully it's merged soon !", "The dataset now works with `datasets` v4 ! closing this issue" ]
2025-09-18T08:25:34
2025-09-25T14:36:13
2025-09-25T14:36:13
NONE
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dataset: https://huggingface.co/datasets/NortheasternUniversity/big_patent When I try to load it with the datasets library, it fails with: RuntimeError: Dataset scripts are no longer supported, but found big_patent.py Could you please publish a Parquet/Arrow export of BIGPATENT on the Hugging Face so that it can be...
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7,158
google colab ex
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2024-09-23T03:29:50
2024-12-20T16:41:07
2024-12-20T16:41:07
NONE
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3,560,909,796
PR_kwDODunzps6wHK9e
7,835
Add DICOM support
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2025-10-28T10:41:05
2025-10-28T11:35:22
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CONTRIBUTOR
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supports #7804 Add support for the dicom file format. This PR follows PR #7815 and PR #7325 closely. Remarkable differences: I made sure that we can load all of pydicom's test data, and encountered the `force=True` parameter that we explicitly support here. This allows to trying to load corrupted dicom files, we...
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3,298,854,904
I_kwDODunzps7EoIf4
7,728
NonMatchingSplitsSizesError and ExpectedMoreSplitsError
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[ "To load just one shard without errors, you should use data_files directly with split set to \"train\", but don’t specify \"allenai/c4\", since that points to the full dataset with all shards.\n\nInstead, do this:\n```\nfrom datasets import load_dataset\nfrom datasets import load_dataset\n\n# Load only one shard of...
2025-08-07T04:04:50
2025-10-06T21:08:39
null
NONE
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### Describe the bug When loading dataset, the info specified by `data_files` did not overwrite the original info. ### Steps to reproduce the bug ```python from datasets import load_dataset traindata = load_dataset( "allenai/c4", "en", data_files={"train": "en/c4-train.00000-of-...
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2,039,708,529
I_kwDODunzps55k3tx
6,495
Newline characters don't behave as expected when calling dataset.info
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2023-12-12T23:07:51
2023-12-13T13:24:22
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### System Info - `transformers` version: 4.32.1 - Platform: Windows-10-10.0.19045-SP0 - Python version: 3.11.5 - Huggingface_hub version: 0.15.1 - Safetensors version: 0.3.2 - Accelerate version: not installed - Accelerate config: not found - PyTorch version (GPU?): 2.1.1+cpu (False) - Tensorflow version (GPU...
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7,435
Refactor `string_to_dict` to return `None` if there is no match instead of raising `ValueError`
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[ "cc: @lhoestq ", "I am going to rebase #7434 onto this branch. Then we can merge this one first if you approve, and then #7434.", "@lhoestq any thoughts here?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7435). All of your documentation changes will be reflected on ...
2025-03-04T22:01:20
2025-03-12T16:52:00
2025-03-12T16:52:00
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Making this change, as encouraged here: * https://github.com/huggingface/datasets/pull/7434#discussion_r1979933054 instead of having the pattern of using `try`-`except` to handle when there is no match, we can instead check if the return value is `None`; we can also assert that the return value should not be `Non...
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2,054,817,609
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6,530
Impossible to save a mapped dataset to disk
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[ "I solved it with `train_dataset.with_format(None)`\r\nBut then faced some more issues (which i later solved too).\r\n\r\nHuggingface does not seem to care, so I do. Here is an updated training script which saves a pre-processed (mapped) dataset to your local directory if you specify `--save_precomputed_data_dir=DI...
2023-12-23T15:18:27
2023-12-24T09:40:30
null
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### Describe the bug I want to play around with different hyperparameters when training but don't want to re-map my dataset with 3 million samples each time for tens of hours when I [fully fine-tune SDXL](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_sdxl.py). After...
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PR_kwDODunzps5RFjTL
5,885
Modify `is_remote_filesystem` to return True for FUSE-mounted paths
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5885). All of your documentation changes will be reflected on that endpoint.", "@lhoestq would you or another maintainer be able to review please? :)", "Why you do need to support FUSE mounted paths ?\r\n\r\n`datasets` uses d...
2023-05-23T01:04:54
2024-01-08T18:31:00
2024-01-08T18:31:00
CONTRIBUTOR
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7,825
Fix ArrowInvalid for large variables
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[ "@lhoestq : from what I see in the CI logs ( tests/test_arrow_dataset.py::test_map_int32_overflow \r\n/opt/hostedtoolcache/Python/3.9.23/x64/lib/python3.9/site-packages/multiprocess/resource_tracker.py:219: UserWarning: resource_tracker: There appear to be 24 leaked shared_memory objects to clean up at shutdown\r\n...
2025-10-22T14:42:47
2025-11-03T16:00:01
null
CONTRIBUTOR
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Fixes #7821 In addition to the solution proposed in the issue, I encountered we also need to support 64bit types when writing using the `RecordBatchStreamWriter`. Not sure if we want to create such large objects in the CI, but this is the only way to test that the issue is fixed, therefore I added the unit test.
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Huggingface GIT returns null as Content-Type instead of application/x-git-receive-pack-result
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2024-10-14T14:33:06
2024-10-14T14:33:06
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### Describe the bug We push changes to our datasets programmatically. Our git client jGit reports that the hf git server returns null as Content-Type after a push. ### Steps to reproduce the bug A basic kotlin application: ``` val person = PersonIdent( "padmalcom", "padmalcom@sth.com" ) ...
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6,402
Update torch_formatter.py
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6402). 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>...
2023-11-11T19:40:41
2024-03-15T11:31:53
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Ensure PyTorch images are converted to (C, H, W) instead of (H, W, C). See #6394 for motivation.
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Generating train split takes a long time
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[ "@alexanderswerdlow \r\nWhen no specific split is mentioned, the load_dataset library will load all available splits of the dataset. For example, if a dataset has \"train\" and \"test\" splits, the load_dataset function will load both into the DatasetDict object.\r\n\r\n![image](https://github.com/user-attachments/...
2024-07-29T01:42:43
2024-10-02T15:31:22
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### Describe the bug Loading a simple webdataset takes ~45 minutes. ### Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset("PixArt-alpha/SAM-LLaVA-Captions10M") ``` ### Expected behavior The dataset should load immediately as it does when loaded through a normal indexed WebD...
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Caching shuffles by np.random.Generator results in unintiutive behavior
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[ "I first thought this was a mistake of mine, and also posted on stack overflow. https://stackoverflow.com/questions/78913797/iterating-a-huggingface-dataset-from-disk-using-generator-seems-broken-how-to-d \r\n\r\nIt seems to me the issue is the caching step in \r\n\r\nhttps://github.com/huggingface/datasets/blob/be...
2024-08-26T10:29:48
2025-07-28T11:00:00
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### Describe the bug Create a dataset. Save it to disk. Load from disk. Shuffle, usning a `np.random.Generator`. Iterate. Shuffle again. Iterate. The iterates are different since the supplied np.random.Generator has progressed between the shuffles. Load dataset from disk again. Shuffle and Iterate. See same result ...
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CI is broken after jax-0.4.27 release: AttributeError: 'jaxlib.xla_extension.DeviceList' object has no attribute 'device'
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2024-05-08T07:01:47
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After jax-0.4.27 release (https://github.com/google/jax/releases/tag/jax-v0.4.27), our CI is broken with the error: ```Python traceback AttributeError: 'jaxlib.xla_extension.DeviceList' object has no attribute 'device'. Did you mean: 'devices'? ``` See: https://github.com/huggingface/datasets/actions/runs/8997488...
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[doc] map.num_proc needs clarification
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2025-07-25T17:35:09
2025-07-25T17:39:36
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https://huggingface.co/docs/datasets/v4.0.0/en/package_reference/main_classes#datasets.Dataset.map.num_proc ``` num_proc (int, optional, defaults to None) — Max number of processes when generating cache. Already cached shards are loaded sequentially. ``` for batch: ``` num_proc (int, optional, defaults to None): The n...
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Example on Semantic segmentation contains bug
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2024-05-03T09:40:12
2024-05-03T09:40:12
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### Describe the bug https://huggingface.co/docs/datasets/en/semantic_segmentation shows wrong example with torchvision transforms. Specifically, as one can see in screenshot below, the object boundaries have weird colors. <img width="689" alt="image" src="https://github.com/huggingface/datasets/assets/4803565/59...
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Fix cache path to snakecase for `CachedDatasetModuleFactory` and `Cache`
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[ "@lhoestq hi 😃, is there something else I need to do to check this change?", "I added two tests and passed them on my server.\r\n\r\n```\r\npytest tests/packaged_modules/test_cache.py \r\n========================================================================== test session starts ==============================...
2024-03-24T06:59:15
2024-04-15T15:45:44
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Fix https://github.com/huggingface/datasets/issues/6750#issuecomment-2016678729 I didn't find a guideline on how to run the tests, so i just run the following steps to make sure that this bug is fixed. 1. `python test.py`, 2. then `HF_DATASETS_OFFLINE=1 python test.py` The `test.py` is ``` import datasets ...
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Update README.md
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7396). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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Sequence of array not supported for most dtype
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[ "Related, `float16` is the only dtype not supported by `Array2D` (probably by every `ArrayND`):\r\n\r\n```python\r\nfrom datasets import Array2D, Features, Dataset\r\n\r\nimport numpy as np\r\n\r\nfor dtype in [\r\n \"bool\", # ok\r\n \"int8\", # ok\r\n \"int16\", # ok\r\n \"int32\", # ok\r\n \"i...
2023-06-08T18:18:07
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MEMBER
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### Describe the bug Create a dataset composed of sequence of array fails for most dtypes (see code below). ### Steps to reproduce the bug ```python from datasets import Sequence, Array2D, Features, Dataset import numpy as np for dtype in [ "bool", # ok "int8", # failed "int16", # failed ...
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2,228,429,852
PR_kwDODunzps5r3dCw
6,785
rename datasets-server to dataset-viewer
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2024-04-05T16:37:05
2024-04-08T12:41:13
2024-04-08T12:35:02
COLLABORATOR
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See https://github.com/huggingface/dataset-viewer/issues/2650 Tell me if it's OK, or if it's a breaking change that must be handled differently. Also note that the docs page is still https://huggingface.co/docs/datasets-server/, so I didn't change it. And the API URL is still https://datasets-server.huggingfac...
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7,483
Support skip_trying_type
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7483). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Cool ! Can you run `make style` to fix code formatting ?\r\n\r\nI was also thinking of ...
2025-03-27T07:07:20
2025-04-29T04:14:57
2025-04-09T09:53:10
CONTRIBUTOR
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This PR addresses Issue #7472 cc: @lhoestq
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3,575,454,726
I_kwDODunzps7VHRwG
7,837
mono parameter to the Audio feature is missing
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[ "Hey, we removed the misleading passage in the docstring and enabled support for `num_channels` as torchcodec does", "thanks!" ]
2025-10-31T15:41:39
2025-11-03T15:59:18
2025-11-03T14:24:12
NONE
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According to the docs, there is a "mono" parameter to the Audio feature, which turns any stereo into mono. In practice the signal is not touched and the mono parameter, even though documented, does not exist. https://github.com/huggingface/datasets/blob/41c05299348a499807432ab476e1cdc4143c8772/src/datasets/features/a...
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7,819
Cannot download opus dataset
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[ "Hi ! it seems \"en-zh\" doesn't exist for this dataset\n\nYou can see the list of subsets here: https://huggingface.co/datasets/Helsinki-NLP/opus_books" ]
2025-10-15T09:06:19
2025-10-20T13:45:16
null
NONE
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When I tried to download opus_books using: from datasets import load_dataset dataset = load_dataset("Helsinki-NLP/opus_books") I got the following errors: FileNotFoundError: Couldn't find any data file at /workspace/Helsinki-NLP/opus_books. Couldn't find 'Helsinki-NLP/opus_books' on the Hugging Face Hub either: Local...
null
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2,978,512,625
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7,503
Inconsistency between load_dataset and load_from_disk functionality
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[ "Hi ! you can find more info here: https://github.com/huggingface/datasets/issues/5044#issuecomment-1263714347\n\n> What's the recommended approach for this use case? Should I manually process my gsm8k-new dataset to make it compatible with load_dataset? Is there a standard way to convert between these formats?\n\n...
2025-04-08T03:46:22
2025-06-28T08:51:16
null
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## Issue Description I've encountered confusion when using `load_dataset` and `load_from_disk` in the datasets library. Specifically, when working offline with the gsm8k dataset, I can load it using a local path: ```python import datasets ds = datasets.load_dataset('/root/xxx/datasets/gsm8k', 'main') ``` output: ```t...
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6,562
datasets.DownloadMode.FORCE_REDOWNLOAD use cache to download dataset features with load_dataset function
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2024-01-05T19:10:25
2024-01-05T19:10:25
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### Describe the bug I have updated my dataset by adding a new feature, and push it to the hub. When I want to download it on my machine which contain the old version by using `datasets.load_dataset("your_dataset_name", download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD)` I get an error (paste bellow). Seems that...
null
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7,305
Build Documentation Test Fails Due to "Bad Credentials" Error
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[ "how were you able to fix this please?", "> how were you able to fix this please?\r\n\r\nI was not able to fix this." ]
2024-12-03T20:22:54
2025-01-08T22:38:14
null
CONTRIBUTOR
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### Describe the bug The `Build documentation / build / build_main_documentation (push)` job is consistently failing during the "Syncing repository" step. The error occurs when attempting to determine the default branch name, resulting in "Bad credentials" errors. ### Steps to reproduce the bug 1. Trigger the `build...
null
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6,995
ImportError when importing datasets.load_dataset
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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
2024-11-14T01:42:09
2024-06-25T06:11:37
NONE
null
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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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7,290
`Dataset.save_to_disk` hangs when using num_proc > 1
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[ "I've met the same situations.\r\n\r\nHere's my logs:\r\nnum_proc = 64, I stop it early as it cost **too** much time.\r\n```\r\nSaving the dataset (1540/4775 shards): 32%|███▏ | 47752224/147853764 [15:32:54<132:28:34, 209.89 examples/s]\r\nSaving the dataset (1540/4775 shards): 32%|███▏ | 47754224/14785...
2024-11-14T05:25:13
2025-06-27T00:56:47
null
NONE
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### Describe the bug Hi, I'm encountered a small issue when saving datasets that led to the saving taking up to multiple hours. Specifically, [`Dataset.save_to_disk`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.save_to_disk) is a lot slower when using `num_proc>1` than...
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cudf-cu12 24.4.1, ibis-framework 8.0.0 requires pyarrow<15.0.0a0,>=14.0.1,pyarrow<16,>=2 and datasets 2.21.0 requires pyarrow>=15.0.0
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[ "@sayakpaul please advice ", "Hits the same dependency conflict" ]
2024-08-20T08:13:55
2024-09-20T15:30:03
null
NONE
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### Describe the bug !pip install accelerate>=0.16.0 torchvision transformers>=4.25.1 datasets>=2.19.1 ftfy tensorboard Jinja2 peft==0.7.0 ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. c...
null
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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>\...
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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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7,766
cast columns to Image/Audio/Video with `storage_options`
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[ "A", "1", "1", "Ok", "> ### Feature request\n> Allow `storage_options` to be passed in\n> \n> 1. `cast` related operations (e.g., `cast_columns, cast`)\n> 2. `info` related reading (e.g., `from_dict, from_pandas, from_polars`) together with `info.features`\n> \n> import datasets\n> \n> image_path = \"s3://b...
2025-09-12T18:51:01
2025-09-27T08:14:47
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### Feature request Allow `storage_options` to be passed in 1. `cast` related operations (e.g., `cast_columns, cast`) 2. `info` related reading (e.g., `from_dict, from_pandas, from_polars`) together with `info.features` ```python3 import datasets image_path = "s3://bucket/sample.png" dataset = datasets.Dataset.from_d...
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Test disabling transformers containers in docs CI
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6757). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "On slack it was mentioned that it was actually slower for `datasets`, should we close t...
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Related to https://github.com/huggingface/doc-builder/pull/487 and [internal slack thread](https://huggingface.slack.com/archives/C04F8N7FQNL/p1711384899462349?thread_ts=1711041424.720769&cid=C04F8N7FQNL). There is now a `custom_container` option when building docs in CI. When set to `""` (instead of `"huggingface/tran...
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7,834
Audio.cast_column() or Audio.decode_example() causes Colab kernel crash (std::bad_alloc)
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[ "Hi ! `datasets` v4 uses `torchcodec` for audio decoding (previous versions were using `soundfile`). What is your `torchcodec` version ? Can you try other versions of `torchcodec` and see if it works ?", "When I install `datasets` with `pip install datasets[audio]` it install this version of `torchcodec`:\n```\nN...
2025-10-27T22:02:00
2025-10-30T22:32:54
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### Describe the bug When using the huggingface datasets.Audio feature to decode a local or remote (public HF dataset) audio file inside Google Colab, the notebook kernel crashes with std::bad_alloc (C++ memory allocation failure). The crash happens even with a minimal code example and valid .wav file that can be read...
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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_5979). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
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Use parquet export if possible
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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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The idea is to make this code work for datasets with scripts if they have a Parquet export ```python ds = load_dataset("squad", trust_remote_code=False) ``` And more generally, it means we use the Parquet export whenever it's possible (it's safer and faster than dataset scripts). I also added a `config.USE_P...
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Fix Audio docstring by removing unsupported mono argument
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[ "I think we can keep the arg and add the missing torch.mean() in the Audio.decode_example method", "> I think we can keep the arg and add the missing torch.mean() in the Audio.decode_example method\r\n\r\nThank you @lhoestq. I will add torch.mean().", "fixed by #7840 " ]
2025-09-22T09:06:52
2025-11-03T14:52:28
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CONTRIBUTOR
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This PR fixes issue #7745. Who can review: @lhoestq
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Error type: ArrowInvalid Details: Failed to parse string: '[254,254]' as a scalar of type int32
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[ "Answered on the forum [here](https://discuss.huggingface.co/t/error-type-arrowinvalid-details-failed-to-parse-string-254-254-as-a-scalar-of-type-int32/51323).", "it seems that no answer in this link" ]
2023-08-19T11:34:40
2025-07-22T12:04:46
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### Describe the bug I am getting the following error while I am trying to upload the CSV sheet to train a model. My CSV sheet content is exactly same as shown in the example CSV file in the Auto Train page. Attaching screenshot of error for reference. I have also tried converting the index of the answer that are inte...
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Implement proper checkpointing for dataset uploading with resume function that does not require remapping shards that have already been uploaded
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6056). All of your documentation changes will be reflected on that endpoint.", "@lhoestq Reading the filenames is something I tried earlier, but I decided to use the yaml direction because:\r\n\r\n1. The yaml file name is const...
2023-07-21T03:13:21
2023-08-17T08:26:53
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Context: issue #5990 In order to implement the checkpointing, I introduce a metadata folder that keeps one yaml file for each set that one is uploading. This yaml keeps track of what shards have already been uploaded, and which one the idx of the latest one was. Using this information I am then able to easily get th...
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[FR] Transform Chaining, Lazy Mapping
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[ "You can use `with_transform` to get a new dataset object.\r\n\r\nSupport for lazy `map` has already been discussed [here](https://github.com/huggingface/datasets/issues/3385) a little bit. Personally, I'm not a fan, as this would make `map` even more complex. ", "> You can use `with_transform` to get a new datas...
2023-07-09T21:40:21
2025-01-20T14:06:28
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### Feature request Currently using a `map` call processes and duplicates the whole dataset, which takes both time and disk space. The solution is to allow lazy mapping, which is essentially a saved chain of transforms that are applied on the fly whenever a slice of the dataset is requested. The API should look ...
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Update hub-docs reference
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-11-27T09:57:20
2023-11-27T10:23:44
2023-11-27T10:17:34
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Follow up to huggingface/huggingface.js#296
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Use `hf-internal-testing` repos for hosting test dataset repos
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-25T13:10:26
2023-08-25T16:58:02
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Use `hf-internal-testing` for hosting instead of the maintainers' dataset repos.
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Unwanted column padding in nested lists of dicts
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[ "Answer from @lhoestq:\n\n> No\n> This is because Arrow and Parquet a columnar format: they require a fixed type for each column. So if you have nested dicts, each item should have the same subfields\n\nThe way around I found is the handle it after sampling with this function:\n\n```python\ndef remove_padding(examp...
2025-06-15T22:06:17
2025-06-16T13:43:31
2025-06-16T13:43:31
MEMBER
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```python from datasets import Dataset dataset = Dataset.from_dict({ "messages": [ [ {"a": "...",}, {"b": "...",}, ], ] }) print(dataset[0]) ``` What I get: ``` {'messages': [{'a': '...', 'b': None}, {'a': None, 'b': '...'}]} ``` What I want: ``` {'messages': [{'a': '...
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IterableDataset's state_dict shard_example_idx is always equal to the number of samples in a shard
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[ "Hey, I’d love to work on this issue but I am a beginner, can I work it with you?", "Hello. I'm sorry but I don't have much time to get in the details for now.\nHave you managed to reproduce the issue with the code provided ?\nIf you want to work on it, you can self-assign and ask @lhoestq for directions", "Hi ...
2025-03-25T13:58:07
2025-05-06T14:22:19
2025-05-06T14:05:07
CONTRIBUTOR
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### Describe the bug I've noticed a strange behaviour with Iterable state_dict: the value of shard_example_idx is always equal to the amount of samples in a shard. ### Steps to reproduce the bug I am reusing the example from the doc ```python from datasets import Dataset ds = Dataset.from_dict({"a": range(6)}).to_...
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6,365
Parquet size grows exponential for categorical data
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[ "Wrong repo." ]
2023-10-31T10:29:02
2023-10-31T10:49:17
2023-10-31T10:49:17
NONE
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### Describe the bug It seems that when saving a data frame with a categorical column inside the size can grow exponentially. This seems to happen because when we save the categorical data to parquet, we are saving the data + all the categories existing in the original data. This happens even when the categories ar...
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Small typo in the code example of create imagefolder dataset
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[ "Hi,\r\n\r\nI found a small typo in the code example of create imagefolder dataset. It confused me a little when I first saw it.\r\n\r\nBest Regards.\r\n\r\nXin" ]
2023-08-04T13:36:59
2023-08-04T13:45:32
2023-08-04T13:41:43
NONE
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Fix type of code example of load imagefolder dataset
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Pin multiprocess<0.70.1 to align with dill<0.3.9
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7188). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-10-02T05:40:18
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2024-10-02T06:08:23
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Pin multiprocess<0.70.1 to align with dill<0.3.9. Note that multiprocess-0.70.1 requires dill-0.3.9: https://github.com/uqfoundation/multiprocess/releases/tag/0.70.17 Fix #7186.
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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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Mounting datasets cache fails due to absolute paths.
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[ "You may be able to make it work by tweaking some environment variables, such as [`HF_HOME`](https://huggingface.co/docs/huggingface_hub/main/en/package_reference/environment_variables#hfhome) or [`HF_DATASETS_CACHE`](https://huggingface.co/docs/datasets/cache#cache-directory).", "> You may be able to make it wor...
2023-10-27T08:20:27
2024-04-10T08:50:06
2023-11-28T14:47:12
NONE
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### Describe the bug Creating a datasets cache and mounting this into, for example, a docker container, renders the data unreadable due to absolute paths written into the cache. ### Steps to reproduce the bug 1. Create a datasets cache by downloading some data 2. Mount the dataset folder into a docker contain...
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Fix custom configs from script
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2023-12-30T15:51:25
2024-01-02T11:02:39
2023-12-30T16:09:49
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We should not use the parquet export when the user is passing config_kwargs I also fixed a regression that would disallow creating a custom config when a dataset has multiple predefined configs fix https://github.com/huggingface/datasets/issues/6533
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1,773,047,909
I_kwDODunzps5prpBl
5,987
Why max_shard_size is not supported in load_dataset and passed to download_and_prepare
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[ "Can you explain your use case for `max_shard_size`? \r\n\r\nOn some systems, there is a limit to the size of a memory-mapped file, so we could consider exposing this parameter in `load_dataset`.", "In my use case, users may choose a proper size to balance the cost and benefit of using large shard size. (On azure...
2023-06-25T04:19:13
2023-06-29T16:06:08
2023-06-29T16:06:08
CONTRIBUTOR
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### Describe the bug https://github.com/huggingface/datasets/blob/a8a797cc92e860c8d0df71e0aa826f4d2690713e/src/datasets/load.py#L1809 What I can to is break the `load_dataset` and use `load_datset_builder` + `download_and_prepare` instead. ### Steps to reproduce the bug https://github.com/huggingface/datasets/blo...
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6,253
Check builder cls default config name in inspect
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-09-21T10:15:32
2023-09-21T14:16:44
2023-09-21T14:08:00
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Fix https://github.com/huggingface/datasets-server/issues/1812 this was causing this issue: ```ipython In [1]: from datasets import * In [2]: inspect.get_dataset_config_names("aakanksha/udpos") Out[2]: ['default'] In [3]: load_dataset_builder("aakanksha/udpos").config.name Out[3]: 'en' ```
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fix: update elasticsearch version
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[ "May I request a review @lhoestq", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7300). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-11-28T09:14:21
2024-12-03T14:36:56
2024-12-03T14:24:42
CONTRIBUTOR
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This should fix the `test_py311 (windows latest, deps-latest` errors. ``` =========================== short test summary info =========================== ERROR tests/test_search.py - AttributeError: `np.float_` was removed in the NumPy 2.0 release. Use `np.float64` instead. ERROR tests/test_search.py - AttributeE...
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2,218,242,015
I_kwDODunzps6EN6_f
6,769
(Willing to PR) Datasets with custom python objects
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2024-04-01T13:18:47
2024-04-01T13:36:58
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CONTRIBUTOR
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### Feature request Hi thanks for the library! I would like to have a huggingface Dataset, and one of its column is custom (non-serializable) Python objects. For example, a minimal code: ``` class MyClass: pass dataset = datasets.Dataset.from_list([ dict(a=MyClass(), b='hello'), ]) ``` It gives...
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6,998
Fix tests using hf-internal-testing/librispeech_asr_dummy
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6998). 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>...
2024-06-25T07:59:44
2024-06-25T08:22:38
2024-06-25T08:13:42
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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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I_kwDODunzps6Mzwgk
6,985
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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7,780
BIGPATENT dataset inaccessible (deprecated script loader)
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[ "Hi ! I opened https://huggingface.co/datasets/NortheasternUniversity/big_patent/discussions/7 to update the dataset, hopefully it's merged soon !", "The dataset now works with `datasets` v4 ! closing this issue" ]
2025-09-18T08:25:34
2025-09-25T14:36:13
2025-09-25T14:36:13
NONE
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dataset: https://huggingface.co/datasets/NortheasternUniversity/big_patent When I try to load it with the datasets library, it fails with: RuntimeError: Dataset scripts are no longer supported, but found big_patent.py Could you please publish a Parquet/Arrow export of BIGPATENT on the Hugging Face so that it can be...
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`IterableDataset` drops samples when resuming from a checkpoint
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[ "Thanks for reporting ! I fixed the issue using RebatchedArrowExamplesIterable before the formatted iterable" ]
2025-04-27T19:34:49
2025-05-06T14:04:05
2025-05-06T14:03:42
COLLABORATOR
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When resuming from a checkpoint, `IterableDataset` will drop samples if `num_shards % world_size == 0` and the underlying example supports `iter_arrow` and needs to be formatted. In that case, the `FormattedExamplesIterable` fetches a batch of samples from the child iterable's `iter_arrow` and yields them one by one ...
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Cannot download wmt16 dataset
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[ "Looks like it works with latest datasets repository\r\n```\r\n- `datasets` version: 2.16.2.dev0\r\n- Platform: Linux-5.15.0-92-generic-x86_64-with-glibc2.29\r\n- Python version: 3.8.10\r\n- `huggingface_hub` version: 0.20.3\r\n- PyArrow version: 15.0.0\r\n- Pandas version: 2.0.1\r\n- `fsspec` version: 2023.10.0\r\...
2024-02-01T19:41:42
2024-02-01T20:07:29
2024-02-01T20:07:29
NONE
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### Describe the bug As of this morning (PST) 2/1/2024, seeing the wmt16 dataset is missing from opus , could you suggest an alternative? ``` Downloading data files: 0%| | 0/4 [00:00<?, ?it/s]Tra...
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I_kwDODunzps6xljLR
7,504
BuilderConfig ParquetConfig(...) doesn't have a 'use_auth_token' key.
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[ "I encountered the same error, have you resolved it?", "Hi ! `use_auth_token` has been deprecated and removed some time ago. You should use `token` instead in `load_dataset()`", "Hi @lhoestq, I'd like to take this up.\n\nAs discussed in #7504, the issue arises when `use_auth_token` is passed to `load_dataset`, ...
2025-04-08T10:55:03
2025-06-28T09:18:09
null
NONE
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### Describe the bug Trying to run the following fine-tuning script (based on this page [here](https://github.com/huggingface/instruction-tuned-sd)): ``` ! accelerate launch /content/instruction-tuned-sd/finetune_instruct_pix2pix.py \ --pretrained_model_name_or_path=${MODEL_ID} \ --dataset_name=${DATASET_NAME...
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7,291
Why return_tensors='pt' doesn't work?
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[ "Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If you want to get torch tensors back, you need to do `dataset = dataset.with_format(\"torch\")`", "> Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If ...
2024-11-15T15:01:23
2024-11-18T13:47:08
null
NONE
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### Describe the bug I tried to add input_ids to dataset with map(), and I used the return_tensors='pt', but why I got the callback with the type of List? ![image](https://github.com/user-attachments/assets/ab046e20-2174-4e91-9cd6-4a296a43e83c) ### Steps to reproduce the bug ![image](https://github.com/user-attac...
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`Dataset.from_generator` should not try to download from HF GCS
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[ "Indeed, setting `try_from_gcs` to `False` makes sense for `from_generator`.\r\n\r\nWe plan to deprecate and remove `try_from_hf_gcs` soon, as we can use Hub for file hosting now, but this is a good temporary fix.\r\n" ]
2023-11-01T17:36:17
2023-11-02T15:52:10
2023-11-02T15:52:10
CONTRIBUTOR
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### Describe the bug When using [`Dataset.from_generator`](https://github.com/huggingface/datasets/blob/c9c1166e1cf81d38534020f9c167b326585339e5/src/datasets/arrow_dataset.py#L1072) with `streaming=False`, the internal logic will call [`download_and_prepare`](https://github.com/huggingface/datasets/blob/main/src/datas...
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1,893,337,083
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6,235
Support multiprocessing for download/extract nestedly
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2023-09-12T21:51:08
2023-09-12T21:51:08
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### Feature request Current multiprocessing for download/extract is not done nestedly. For example, when processing SlimPajama, there is only 3 processes (for train/test/val), while there are many files inside these 3 folders ``` Downloading data files #0: 0%| | 0/1 [00:00<?, ?obj/s] Downloading data f...
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2024-07-25T17:03:24
2024-07-25T20:36:11
2024-07-25T20:36:11
NONE
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Release: 3.2.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7317). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-10T16:53:20
2024-12-10T16:56:58
2024-12-10T16:56:56
MEMBER
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Enhancement: Enable loading TSV files in load_dataset()
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[ "Hi @harsh1504660,\r\n\r\nThanks for your work, but this functionality already exists. See my comment in the corresponding issue: https://github.com/huggingface/datasets/issues/6691#issuecomment-1963449923\r\n\r\nNext time you would like to contribute, I would suggest you take on an issue that is previously validat...
2024-02-24T11:38:59
2024-02-26T15:33:50
2024-02-26T07:14:03
NONE
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Fix #6691
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Invalid pattern: '**' can only be an entire path component
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[ "I couldn't reproduce the issue on my side on MacOS, I guess the issue comes from the recent `fsspec` on Windows.\r\n\r\nCan you try downgrading to `fsspec==2023.9.2` for now ? It would also be great to investigate this and see if we need a fix in `datasets` or `fsspec`", "I had the same issue! \r\nDowngrading t...
2024-03-16T19:28:46
2024-07-23T14:23:28
2024-05-13T11:32:57
NONE
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### Describe the bug ValueError: Invalid pattern: '**' can only be an entire path component when loading any dataset ### Steps to reproduce the bug import datasets ds = datasets.load_dataset("TokenBender/code_instructions_122k_alpaca_style") ### Expected behavior loading the dataset successfully ### Environm...
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Auto-merge option for `convert-to-parquet`
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[ "Alternatively, there could be an option to switch from submitting PRs to just committing changes directly to `main`.", "Why not, I'd be in favor of `--merge-pull-request` to call `HfApi().merge_pull_request()` at the end of the conversion :) feel free to open a PR if you'd like", "#self-assign", "Closing sin...
2025-04-18T16:03:22
2025-07-18T19:09:03
2025-07-18T19:09:03
CONTRIBUTOR
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### Feature request Add a command-line option, e.g. `--auto-merge-pull-request` that enables automatic merging of the commits created by the `convert-to-parquet` tool. ### Motivation Large datasets may result in dozens of PRs due to the splitting mechanism. Each of these has to be manually accepted via the website. ...
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Update load_hub.mdx
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6,373
Fix typo in `Dataset.map` docstring
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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I_kwDODunzps5pI2H4
5,967
Config name / split name lost after map with multiproc
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[ "This must be due to DatasetInfo.from_merge which drops them and is used in `concatenate_datasets`.\r\n\r\nAnd you're experiencing this issue because multiprocessing does concatenate the resulting datasets from each process.\r\n\r\nMaybe they should be kept if all the subdatasets share the same values for config_na...
2023-06-19T17:27:36
2023-06-28T08:55:25
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CONTRIBUTOR
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### Describe the bug Performing a `.map` method on a dataset loses it's config name / split name only if run with multiproc ### Steps to reproduce the bug ```python from datasets import Audio, load_dataset from transformers import AutoFeatureExtractor import numpy as np # load dummy dataset libri = load_datas...
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Remove dead code for non-dict data_files from packaged modules
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6911). 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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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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Add ability to set lock type
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[ "We've replaced our filelock implementation with the `filelock` package, so their repo is the right place to request this feature.\r\n\r\nIn the meantime, the following should work: \r\n```python\r\nimport filelock\r\nfilelock.FileLock = filelock.SoftFileLock\r\n\r\nimport datasets\r\n...\r\n```" ]
2023-11-09T22:12:30
2023-11-23T18:50:00
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### Feature request Allow setting file lock type, maybe from an environment variable Currently, it only depends on whether fnctl is available: https://github.com/huggingface/datasets/blob/12ebe695b4748c5a26e08b44ed51955f74f5801d/src/datasets/utils/filelock.py#L463-L470C16 ### Motivation In my environment...
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Datasets.map is severely broken
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[ "Hi! Instead of processing a single example at a time, you should use the batched `map` for the best performance (with `num_proc=1`) - the fast tokenizers can process a batch's samples in parallel in that scenario.\r\n\r\nE.g., the following code in Colab takes an hour to complete:\r\n```python\r\n# !pip install da...
2023-10-19T12:19:33
2024-08-08T17:05:08
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### Describe the bug Regardless of how many cores I used, I have 16 or 32 threads, map slows down to a crawl at around 80% done, lingers maybe until 97% extremely slowly and NEVER finishes the job. It just hangs. After watching this for 27 hours I control-C out of it. Until the end one process appears to be doing s...
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AttributeError: module 'PIL.Image' has no attribute 'ExifTags'
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[ "@albertvillanova @lhoestq just ran into it and requiring newer pillow isn't a solution as it breaks Pillow-SIMD which is behind Pillow quite a few versions but necessary for training with reasonable throughput. \r\n\r\nA couple things here... \r\n\r\n1. This can be done with a method that isn't an issue for any so...
2024-05-08T06:33:57
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When trying to load an image dataset in an old Python environment (with Pillow-8.4.0), an error is raised: ```Python traceback AttributeError: module 'PIL.Image' has no attribute 'ExifTags' ``` The error traceback: ```Python traceback ~/huggingface/datasets/src/datasets/iterable_dataset.py in __iter__(self) 1...
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Deprecate `Dataset.export`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-07-27T14:22:18
2023-07-28T11:09:54
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Deprecate `Dataset.export` that generates a TFRecord file from a dataset as this method is undocumented, and the usage seems low. Users should use [TFRecordWriter](https://www.tensorflow.org/api_docs/python/tf/io/TFRecordWriter#write) or the official [TFRecord](https://www.tensorflow.org/tutorials/load_data/tfrecord) 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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pyarrow.lib.arrowinvalid: cannot mix list and non-list, non-null values with map function
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[ "@lhoestq ", "Can you try passing text: None for the image object ? Pyarrow expects all the objects to have the exact same type, in particular the dicttionaries in \"content\" should all have the keys \"type\" and \"text\"", "The following modification on system prompt works, but it is different from the usual ...
2025-02-21T10:58:06
2025-07-11T13:06:10
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### Describe the bug Encounter pyarrow.lib.arrowinvalid error with map function in some example when loading the dataset ### Steps to reproduce the bug ``` from datasets import load_dataset from PIL import Image, PngImagePlugin dataset = load_dataset("leonardPKU/GEOQA_R1V_Train_8K") system_prompt="You are a helpful...
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fix length for ci
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'import datasets' throws "invalid syntax error"
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[ "This seems to be related to your environment and not the `datasets` code (e.g., this could happen when exposing the Python 3.9 site packages to a lower Python version (interpreter))" ]
2023-08-25T08:35:14
2023-09-27T17:33:39
2023-09-27T17:33:39
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### Describe the bug Hi, I have been trying to import the datasets library but I keep gtting this error. `Traceback (most recent call last): File /opt/local/jupyterhub/lib64/python3.9/site-packages/IPython/core/interactiveshell.py:3508 in run_code exec(code_obj, self.user_global_ns, self.user_ns) ...
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Set dev version
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.map() fails if function uses pyvista
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[ "I found a similar (?) issue in https://github.com/huggingface/datasets/issues/6435, where someone had issues with forks and CUDA. According to https://huggingface.co/docs/datasets/main/en/process#multiprocessing we should do \n\n```\nfrom multiprocess import set_start_method\nset_start_method(\"spawn\")\n```\n\nto...
2025-04-14T19:43:02
2025-04-14T20:01:53
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### Describe the bug Using PyVista inside a .map() produces a crash with `objc[78796]: +[NSResponder initialize] may have been in progress in another thread when fork() was called. We cannot safely call it or ignore it in the fork() child process. Crashing instead. Set a breakpoint on objc_initializeAfterForkError to ...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6336). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
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Close #6333.
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Deprecate `download_custom`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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Deprecate `DownloadManager.download_custom`. Users should use `fsspec` URLs (cacheable) or make direct requests with `fsspec`/`requests` (not cacheable) instead. We should deprecate this method as it's not compatible with streaming, and implementing the streaming version of it is hard/impossible. There have been req...
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fix: Image Feature in Datasets Library Fails to Handle bytearray Objects from Spark DataFrames (#7517)
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[ "@lhoestq let me know if you prefer to change the spark iterator so it outputs `bytes`", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7521). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ...
2025-04-15T21:23:58
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## Task Support bytes-like objects (bytes and bytearray) in Features classes ### Description The `Features` classes only accept `bytes` objects for binary data, but not `bytearray`. This leads to errors when using `IterableDataset.from_spark()` with Spark DataFrames as they contain `bytearray` objects, even though...
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Re-enable import sorting disabled by flake8:noqa directive when using ruff linter
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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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Adding support for netCDF (*.nc) files
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[ "Related to #3113 ", "Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.", "I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data." ]
2023-12-27T09:27:29
2023-12-27T20:46:53
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### Feature request netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`. ### Motivation When uploading *.nc files onto Huggingface Hub throu...
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Bad error message when trying to download gated dataset
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[ "cc @sanchit-gandhi @Vaibhavs10 @lhoestq - this is mainly for demos that use Common Voice datasets as done here: https://github.com/facebookresearch/fairseq/tree/main/examples/mms#-transformers\r\n", "Hi ! the error for me is\r\n\r\n```\r\nFileNotFoundError: Couldn't find a dataset script at /content/mozilla-foun...
2023-06-14T10:03:39
2023-06-14T16:36:51
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### Describe the bug When I attempt to download a model from the Hub that is gated without being logged in, I get a nice error message. E.g.: E.g. ```sh Repository Not Found for url: https://huggingface.co/api/models/DeepFloyd/IF-I-XL-v1.0. Please make sure you specified the correct `repo_id` and `repo_type`. I...
{ "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "events_url": "https://api.github.com/users/lhoestq/events{/privacy}", "followers_url": "https://api.github.com/users/lhoestq/followers", "following_url": "https://api.github.com/users/lhoestq/following{/other_user}", "gists_url": "https:...
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https://api.github.com/repos/huggingface/datasets/issues/5953/timeline
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https://api.github.com/repos/huggingface/datasets/issues/6525
https://api.github.com/repos/huggingface/datasets
https://api.github.com/repos/huggingface/datasets/issues/6525/labels{/name}
https://api.github.com/repos/huggingface/datasets/issues/6525/comments
https://api.github.com/repos/huggingface/datasets/issues/6525/events
https://github.com/huggingface/datasets/pull/6525
2,053,119,357
PR_kwDODunzps5im-lL
6,525
BBox type
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6525). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "closing in favor of other ideas that would not involve any typing" ]
2023-12-21T22:13:27
2024-01-11T06:34:51
2023-12-21T22:39:27
MEMBER
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true
{ "diff_url": "https://github.com/huggingface/datasets/pull/6525.diff", "html_url": "https://github.com/huggingface/datasets/pull/6525", "merged_at": null, "patch_url": "https://github.com/huggingface/datasets/pull/6525.patch", "url": "https://api.github.com/repos/huggingface/datasets/pulls/6525" }
see [internal discussion](https://huggingface.slack.com/archives/C02EK7C3SHW/p1703097195609209) Draft to get some feedback on a possible `BBox` feature type that can be used to get object detection bounding boxes data in one format or another. ```python >>> from datasets import load_dataset, BBox >>> ds = load_...
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https://api.github.com/repos/huggingface/datasets/issues/6525/timeline
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true
https://api.github.com/repos/huggingface/datasets/issues/6268
https://api.github.com/repos/huggingface/datasets
https://api.github.com/repos/huggingface/datasets/issues/6268/labels{/name}
https://api.github.com/repos/huggingface/datasets/issues/6268/comments
https://api.github.com/repos/huggingface/datasets/issues/6268/events
https://github.com/huggingface/datasets/pull/6268
1,919,010,645
PR_kwDODunzps5bhgs7
6,268
Add repo_id to DatasetInfo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6268). All of your documentation changes will be reflected on that endpoint.", "In https://github.com/huggingface/datasets/issues/4129 we want to track the origin of a dataset, e.g. if it comes from multiple datasets.\r\n\r\nI ...
2023-09-29T10:24:55
2023-10-01T15:29:45
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MEMBER
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true
{ "diff_url": "https://github.com/huggingface/datasets/pull/6268.diff", "html_url": "https://github.com/huggingface/datasets/pull/6268", "merged_at": null, "patch_url": "https://github.com/huggingface/datasets/pull/6268.patch", "url": "https://api.github.com/repos/huggingface/datasets/pulls/6268" }
```python from datasets import load_dataset ds = load_dataset("lhoestq/demo1", split="train") ds = ds.map(lambda x: {}, num_proc=2).filter(lambda x: True).remove_columns(["id"]) print(ds.repo_id) # lhoestq/demo1 ``` - repo_id is None when the dataset doesn't come from the Hub, e.g. from Dataset.from_dict - ...
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https://api.github.com/repos/huggingface/datasets/issues/6268/timeline
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true