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https://api.github.com/repos/huggingface/datasets/issues/7905
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3,734,233,245
I_kwDODunzps7ek-Cd
7,905
Unbounded network usage when opening Data Studio
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2025-12-16T10:45:02
2025-12-16T10:45:02
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NONE
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### Describe the bug Opening the Data Studio tab on a dataset page triggers continuous and unbounded network traffic. This issue occurs across multiple browsers and continues even without user interaction. ### Steps to reproduce the bug https://huggingface.co/datasets/slone/nllb-200-10M-sample/viewer ### Expected...
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3,727,978,498
I_kwDODunzps7eNHAC
7,904
Request: Review pending neuroimaging PRs (#7886 BIDS loader, #7887 lazy loading)
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[ "Hi ! sure I'll be happy to take a look, sorry for the delay :)" ]
2025-12-14T20:34:31
2025-12-15T11:25:29
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## Summary I'm building production neuroimaging pipelines that depend on `datasets` and would benefit greatly from two pending PRs being reviewed/merged. ## Pending PRs | PR | Description | Status | Open Since | |----|-------------|--------|------------| | [#7886](https://github.com/huggingface/datasets/pull/7886) |...
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7,903
Docs: add minimal usage example to dataset card guidelines
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2025-12-12T13:16:46
2025-12-12T13:16:46
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Adds a short, minimal load_dataset example to the dataset card documentation to help first-time users quickly load and inspect datasets.
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7,902
The child process retrieves the dataset directly from the main process instead of executing `memory_mapped_arrow_table_from_file`.
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[ "Memory mapping is actually the way for processes to share memory efficiently and without copy. It is efficient when on are using a local disk, and it's discouraged to use it on remote disk for the reasons you observed.\n\nWhat you can do instead is save the dataset as Parquet on your remote storage (or on Hugging ...
2025-12-12T12:37:44
2025-12-15T11:48:16
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### Feature request The child process retrieves the dataset directly from the main process instead of executing `memory_mapped_arrow_table_from_file`. ### Motivation Because my local disk space is insufficient, I can only store a dataset on a remote Ceph server and process it using datasets. I used the data-juicer[h...
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3,722,243,543
I_kwDODunzps7d3O3X
7,901
ShuffledDataSourcesArrowExamplesIterable cannot properly resume from checkpoint
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[ "Hi ! As you can read in the logs, the shuffle buffer content is lost when resuming a shuffled dataset. The default size is 1000 examples, but you can tweak it\n\ne.g. if you run your code with this\n\n```diff\n- ds = Dataset.from_dict({\"a\": range(12)}).to_iterable_dataset(num_shards=1)\n- ds = ds.shuffle(seed=42...
2025-12-12T06:57:32
2025-12-16T19:34:46
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### Describe the bug ShuffledDataSourcesArrowExamplesIterable cannot properly resume from checkpoint ### Steps to reproduce the bug 1. The reproducible code is as follows: ``` from datasets import Dataset, concatenate_datasets, interleave_datasets ds = Dataset.from_dict({"a": range(12)}).to_iterable_dataset(num_sha...
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3,711,751,590
I_kwDODunzps7dPNWm
7,900
`Permission denied` when sharing cache between users
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[ "I remember a fix from last year to usr the current umask for filelock 3.10.0, which filelock version are you using ? can you try another version ?", "I believe we we are using `filelock==3.19.1`. Do you have a recommended version to use?" ]
2025-12-09T16:41:47
2025-12-16T15:39:06
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### Describe the bug We want to use `datasets` and `transformers` on a shared machine. Right now, each user has a separate HF_HOME in their home directory. To reduce duplicates of the datasets, we want to share that cache. While experimenting, we are running into `Permission denied` errors. It looks like this was sup...
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7,899
Add inspect_ai eval logs support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7899). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Very cool! \r\n\r\nAny reason not to directly use inspect for loading/converting from t...
2025-12-08T16:14:40
2025-12-09T14:45:15
2025-12-09T14:45:13
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Support for .eval log files from inspect_ai They are actually ZIP files according to the source code at https://github.com/UKGovernmentBEIS/inspect_ai/blob/main/src/inspect_ai/log/_log.py Unfortunately their format can't be converted to Parquet, so I had to JSON-encode all the nested values ```python ds = loa...
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docs: making PyPi to PyPI ensuring no spelling errors
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[ "Hey pls review " ]
2025-12-05T10:20:48
2025-12-10T14:16:31
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This PR adds a short clarification in the README section wherein PyPI the python package was mistakenly typed as PyPi which i have fixed
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7,897
Save input shard lengths
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7897). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-12-03T17:56:55
2025-12-05T16:21:06
2025-12-05T16:21:03
MEMBER
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will be useful for the Viewer, to know what (original) shard each row belongs to cc @cfahlgren1 next step is use it in Dataset Viewer and expose an API that returns the file containing the row at rowId (took the opportunity to remove unusued code)
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fix: force contiguous copy for sliced list arrays in embed_array_storage
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7896). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-12-03T04:34:26
2025-12-09T15:37:49
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## Summary Fixes SIGKILL crash in `embed_array_storage` when processing sliced/sharded datasets with nested types like `Sequence(Nifti())` or `Sequence(Image())`. **Root cause**: When `ds.shard()` or `ds.select()` creates a sliced view, `array.values` on a sliced `ListArray` returns values with internal offset refere...
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fix: use temp files in push_to_hub to prevent OOM on large datasets
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[ "Closing this PR.\n\nAfter further investigation (prompted by @lhoestq's feedback on #7893), I discovered that `free_memory=True` does work correctly - memory doesn't actually accumulate in the `additions` list as I originally thought.\n\nI tested standard `push_to_hub()` with 902 shards and it processed 625 shards...
2025-12-03T04:33:55
2025-12-06T13:58:44
2025-12-05T22:47:50
NONE
null
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## Summary Fixes memory accumulation in `_push_parquet_shards_to_hub_single` that causes OOM when uploading large datasets with many shards. **Root cause**: The current implementation stores ALL parquet shard bytes in memory via `BytesIO`, accumulating in the `additions` list. For N shards of ~300MB each, this requir...
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7,894
embed_table_storage crashes (SIGKILL) on sharded datasets with Sequence() nested types
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[ "I wasn't able to reproduce the crash on my side (macos arm 54, pyarrow 22 and a nifti file I found [online](https://s3.amazonaws.com/openneuro.org/ds004884/sub-M2001/ses-1076/anat/sub-M2001_ses-1076_acq-tfl3_run-4_T1w.nii.gz?versionId=9aVGb3C.VcoBgxrhNzFnL6O0MvxQsXX7&AWSAccessKeyId=AKIARTA7OOV5WQ3DGSOB&Signature=L...
2025-12-03T04:20:06
2025-12-06T13:10:34
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## Summary `embed_table_storage` crashes with SIGKILL (exit code 137) when processing sharded datasets containing `Sequence()` nested types like `Sequence(Nifti())`. Likely affects `Sequence(Image())` and `Sequence(Audio())` as well. The crash occurs at the C++ level with no Python traceback. ### Related Issues - #...
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7,893
push_to_hub OOM: _push_parquet_shards_to_hub accumulates all shard bytes in memory
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[ "`preupload_lfs_files` removes the parquet bytes in `shard_addition` since the default is `free_memory=True`: it doesn't accumulate in memory. Can you check this is indeed the case, i.e. that `shard_addition.path_or_fileobj` is indeed empty ?", "@lhoestq Thank you for pushing back on this and helping me understan...
2025-12-03T04:19:34
2025-12-05T22:45:59
2025-12-05T22:44:16
NONE
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## Summary Large dataset uploads crash or hang due to memory exhaustion. This appears to be the root cause of several long-standing issues. ### Related Issues This is the root cause of: - #5990 - Pushing a large dataset on the hub consistently hangs (46 comments, open since 2023) - #7400 - 504 Gateway Timeout when u...
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7,892
encode nifti correctly when uploading lazily
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2025-12-01T16:35:07
2025-12-10T10:24:59
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CONTRIBUTOR
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When trying to upload nifti datasets lazily I got the error: ```python from pathlib import Path from datasets import load_dataset nifti_dir = Path("<local_path>") dataset = load_dataset( "niftifolder", data_dir=str(nifti_dir.absolute()), streaming=True, ) dataset.push_to_hub(repo...
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fix(fingerprint): treat TMPDIR as strict API and fail (Issue #7877)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7891). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> lgtm !\r\n\r\nthanks for taking a look!" ]
2025-12-01T15:37:57
2025-12-16T14:24:11
2025-12-16T14:20:46
CONTRIBUTOR
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Fixes #7877 and follows up on feedback from [`#7890`](https://github.com/huggingface/datasets/pull/7890). ## Context In [`#7890`](https://github.com/huggingface/datasets/pull/7890) it was introduced an automatic creation of the `TMPDIR` directory in `_TempCacheDir` so that `datasets` does not silently fall back to `/...
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Fix: Auto-create TMPDIR directory when it doesn't exist (Issue #7877)
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[ "> Thank you for implementing this, @ada-ggf25\r\n> \r\n> I see there are a few more uses of `tempfile` in `datasets` besides the one treated here - should they be treated in the same way as well?\r\n\r\nI had a look through the other tempfile call sites:\r\n- In `arrow_dataset.py` the code always pass an explicit ...
2025-11-29T20:35:24
2025-12-02T12:24:17
2025-12-02T12:24:17
CONTRIBUTOR
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# Fix: Auto-create TMPDIR directory when it doesn't exist Fixes #7877 ## Description This PR fixes issue #7877 by implementing automatic creation of the `TMPDIR` directory when it is set but doesn't exist. Previously, `tempfile.mkdtemp()` would silently ignore `TMPDIR` and fall back to `/tmp` if the specified direct...
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fix(tests): stabilize flaky Hub LFS integration test
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2025-11-29T17:13:18
2025-12-09T15:37:49
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## Problem `test_push_dataset_dict_to_hub_overwrite_files` intermittently fails with: ``` BadRequestError: LFS pointer pointed to a file that does not exist ``` This has been causing the `deps-latest` integration tests to fail on main (visible in recent CI runs). I ran into this while working on the BIDS loader PR an...
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Add type overloads to load_dataset for better static type inference
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7888). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-29T06:19:30
2025-12-08T12:06:57
2025-12-08T12:06:57
CONTRIBUTOR
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Fixes #7883 This PR adds @overload decorators to load_dataset() to help type checkers like Pylance and mypy correctly infer the return type based on the split and streaming parameters. Changes: - Added typing imports (Literal, overload) to load.py - Added 4 @overload signatures that map argument combinations to...
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fix(nifti): enable lazy loading for Nifti1ImageWrapper
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2025-11-29T01:40:27
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## Summary - **Single-line fix**: Change `dataobj=nifti_image.get_fdata()` → `dataobj=nifti_image.dataobj` - Preserves nibabel's `ArrayProxy` for true lazy loading instead of eagerly loading entire NIfTI files into memory - Improves error handling: corrupted files now fail at access time with clear context instead of s...
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feat(bids): Add BIDS dataset loader for neuroimaging data
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2025-11-29T01:22:06
2025-12-09T15:37:51
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## Summary Adds native BIDS (Brain Imaging Data Structure) dataset loading support using PyBIDS, enabling `load_dataset('bids', data_dir='/path/to/bids')` workflow for neuroimaging researchers. **Contributes to #7804** (Support scientific data formats) - BIDS is a widely-used standard for organizing neuroimaging data...
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7,885
Add visualization paragraph to nifti readme
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2025-11-28T14:31:28
2025-12-10T10:25:14
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Add small paragraph and video.
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7,884
Fix 7846: add_column and add_item erroneously(?) require new_fingerprint parameter
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[ "@lhoestq can you help review this pull request?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7884). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-27T19:32:10
2025-12-04T16:09:51
2025-12-04T16:09:51
CONTRIBUTOR
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Summary of the change: Made new_fingerprint optional (Optional[str] = None) in Dataset.add_column and Dataset.add_item Added a simple test to verify both methods work without providing a fingerprint Why this change is safe: The Dataset constructor already handles fingerprint=None by generating a new fingerpri...
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7,883
Data.to_csv() cannot be recognized by pylance
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2025-11-26T16:16:56
2025-12-08T12:06:58
2025-12-08T12:06:58
NONE
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### Describe the bug Hi, everyone ! I am a beginner with datasets. I am testing reading multiple CSV files from a zip archive. The result of reading the dataset shows success, and it can ultimately be correctly saved to CSV. Intermediate results: ``` Generating train split: 62973 examples [00:00, 175939.01 examples/...
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7,882
Inconsistent loading of LFS-hosted files in epfml/FineWeb-HQ dataset
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[ "we are investigating the issue, I'll post updates here" ]
2025-11-26T14:06:02
2025-12-15T18:20:50
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### Describe the bug Some files in the `epfml/FineWeb-HQ` dataset fail to load via the Hugging Face `datasets` library. - xet-hosted files load fine - LFS-hosted files sometimes fail Example: - Fails: https://huggingface.co/datasets/epfml/FineWeb-HQ/blob/main/data/CC-MAIN-2024-26/000_00003.parquet - Works: ht...
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7,881
Fix spurious label column when directories match split names
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2025-11-26T13:59:46
2025-12-08T12:21:54
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Issue - https://github.com/huggingface/datasets/issues/7880
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Spurious label column created when audiofolder/imagefolder directories match split names
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2025-11-26T13:36:24
2025-11-26T13:36:24
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## Describe the bug When using `audiofolder` or `imagefolder` with directories for **splits** (train/test) rather than class labels, a spurious `label` column is incorrectly created. **Example:** https://huggingface.co/datasets/datasets-examples/doc-audio-4 ``` from datasets import load_dataset ds = load_dataset("dat...
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python core dump when downloading dataset
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[ "Hi @hansewetz I'm curious, for me it works just fine. Are you still observing the issue?", "Yup ... still the same issue.\nHowever, after adding a ```sleep(1)``` call after the ``` for``` loop by accident during debugging, the program terminates properly (not a good solution though ... :-) ).\nAre there some thr...
2025-11-24T06:22:53
2025-11-25T20:45:55
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### Describe the bug When downloading a dataset in streamed mode and exiting the program before the download completes, the python program core dumps when exiting: ``` terminate called without an active exception Aborted (core dumped) ``` Tested with python 3.12.3, python 3.9.21 ### Steps to reproduce the bug Cr...
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7,878
Replace papaya with niivue
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[ "@CloseChoice thanks for your work on this. As you mentioned, the prime developers for Papaya have moved on, so it is in maintenance mode, albeit it is mature and may fill all your requirements. \r\n\r\nPapaya does reflect the era of its creation, so it uses WebGL1 (which only supports 2D textures) for display and ...
2025-11-21T22:19:56
2025-11-27T20:37:04
2025-11-27T18:00:19
CONTRIBUTOR
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I was contacted by Chris Rorden whose group is developing NiiVue (see https://github.com/niivue/niivue), which leverages WebGL2 (in contrast to Papaya which is WebGL1 based). He also offered support in the implementation, which might come in handy in case of any questions later on (see DICOM implemenation). I completel...
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work around `tempfile` silently ignoring `TMPDIR` if the dir doesn't exist
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[ "Hi! Just created a Pull Request (#7890) to try to fix this using your suggestions. I hope it helps!" ]
2025-11-21T19:51:48
2025-12-16T14:20:48
2025-12-16T14:20:48
CONTRIBUTOR
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This should help a lot of users running into `No space left on device` while using `datasets`. Normally the issue is is that `/tmp` is too small and the user needs to use another path, which they would normally set as `export TMPDIR=/some/big/storage` However, the `tempfile` facility that `datasets` and `pyarrow` use ...
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test: add verification for HuggingFaceM4/InterleavedWebDocuments
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2025-11-21T15:42:09
2025-11-21T15:42:09
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Adds an integration test for the `HuggingFaceM4/InterleavedWebDocuments` dataset. - Gracefully skips if the dataset is not yet available on the Hub - Checks basic loading and structure once it becomes available Closes #7394 First-time contributor to `datasets` — really excited about this! Happy to make any ad...
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Add quickstart example to datasets README
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2025-11-20T22:13:52
2025-11-20T22:13:52
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Nifti visualization support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7874). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I tested in Colab and it works perfectly :) now I want to add `_repr_html_` everywhere ...
2025-11-19T21:56:56
2025-11-21T12:41:43
2025-11-21T12:31:18
CONTRIBUTOR
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closes #7870 leverage Papaya to visualize nifti images. For this I created a Wrapper class for `nibabel.nifti1.Nifti1Image` that provides the same interface but exposes an additional `_repr_html_` method, which is needed to visualize the image in jupyter (didn't test in colab, but that should work equivalently). ...
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Fix chunk casting and schema unification in dataset
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[ "\r\n@lhoestq would like to hear from you!\r\n" ]
2025-11-19T18:43:47
2025-11-22T19:51:30
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Updated chunk handling to cast to expected schema when features are provided or to unify schemas when not. This ensures proper schema alignment for the yielded batches. fixes #7872 This PR fixes a bug where `IterableDataset` created from a generator with explicit `features` parameter would fail during arrow oper...
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IterableDataset does not use features information in to_pandas
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[ "Created A PR!", "Another test script that can be used to test the behavior - \n\n```\nimport datasets\nfrom datasets import features\n\ndef test_crash():\n common_features = features.Features({\n \"a\": features.Value(\"int64\"),\n \"b\": features.List({\"c\": features.Value(\"int64\")}),\n }...
2025-11-19T17:12:59
2025-11-19T18:52:14
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### Describe the bug `IterableDataset` created from generator with explicit `features=` parameter seems to ignore provided features description for certain operations, e.g. `.to_pandas(...)` when data coming from the generator has missing values. ### Steps to reproduce the bug ```python import datasets from datasets...
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Reqwest Error: HTTP status client error (429 Too Many Requests)
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[ "the dataset repo: `https://huggingface.co/datasets/nvidia/PhysicalAI-Robotics-GR00T-X-Embodiment-Sim`", "Hi @yanan1116,\n\nThanks for the detailed report! However, this issue was filed in the wrong repository. This is a `huggingface_hub` issue, not a `datasets` issue.\n\nLooking at your traceback, you're using t...
2025-11-19T16:52:24
2025-11-30T13:38:32
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### Describe the bug full error message: ``` Traceback (most recent call last): File "/home/yanan/miniconda3/bin/hf", line 7, in <module> sys.exit(main()) ~~~~^^ File "/home/yanan/miniconda3/lib/python3.13/site-packages/huggingface_hub/cli/hf.py", line 56, in main app() ~~~^^ File "/ho...
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Visualization for Medical Imaging Datasets
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[ "It would be amazing to be able to show the Papaya UI in google colab / jupyter notebook. IIRC both allow serving javascript via nbextensions that we can surely use in HTML() objects.\n\nAlternatively we could also start with a simple approach and dump the medical image data as a video file that goes through the sl...
2025-11-19T11:05:39
2025-11-21T12:31:19
2025-11-21T12:31:19
CONTRIBUTOR
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This is a followup to: https://github.com/huggingface/datasets/pull/7815. I checked the possibilities to visualize the nifti (and potentially dicom), and here's what I found: - https://github.com/aces/brainbrowser, AGPL3 license, last commit 3 months ago, latest (github) release from 2017. It's available on jsdelivr...
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Why does dataset merge fail when tools have different parameters?
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[ "Hi @hitszxs,\n This is indeed by design,\n\nThe `datasets` library is built on top of [Apache Arrow](https://arrow.apache.org/), which uses a **columnar storage format** with strict schema requirements. When you try to concatenate/merge datasets, the library checks if features can be aligned using the [`_check_if_...
2025-11-18T08:33:04
2025-11-30T03:52:07
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Hi, I have a question about SFT (Supervised Fine-tuning) for an agent model. Suppose I want to fine-tune an agent model that may receive two different tools: tool1 and tool2. These tools have different parameters and types in their schema definitions. When I try to merge datasets containing different tool definitions...
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7,868
Data duplication with `split_dataset_by_node` and `interleaved_dataset`
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[ "Hi @ValMystletainn ,\nCan I be assigned this issue?", "> split_dataset_by_node\n\nHello, I have some questions about your intended use: (1) It seems unnecessary to use interleaving for a single dataset. (2) For multiple datasets, it seems possible to interleave first and then split by node?", "Hi ! I think int...
2025-11-17T09:15:24
2025-12-15T11:52:32
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### Describe the bug Data duplication in different rank, when process a iterabledataset with first `split_dataset_by_node` and then `interleaved_dataset` ### Steps to reproduce the bug I have provide a minimum scripts ```python import os from datasets import interleave_datasets, load_dataset from datasets.distribu...
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NonMatchingSplitsSizesError when loading partial dataset files
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[ "While using verification_mode='no_checks' parameter in load_dataset() can bypass this validation, this solution is not intuitive or convenient for most users, especially those who are not familiar with all the parameters of the load_dataset() function.\n\n```python\nbook_corpus_ds = load_dataset(\n \"SaylorTwif...
2025-11-13T12:03:23
2025-11-16T15:39:23
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### Describe the bug When loading only a subset of dataset files while the dataset's README.md contains split metadata, the system throws a NonMatchingSplitsSizesError . This prevents users from loading partial datasets for quick validation in cases of poor network conditions or very large datasets. ### Steps to repr...
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docs: add Python version requirement note to installation section
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2025-11-13T09:54:35
2025-11-13T09:54:35
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Added note about Python version requirement for conda installation.
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[FEAT] MIDI feature support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7865). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-13T08:31:51
2025-11-14T13:58:52
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This PR adds a new `Midi` feature for reading and importing MIDI files into the datasets.
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add_column and add_item erroneously(?) require new_fingerprint parameter
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[ "Take this with a grain of salt, this is just my personal understanding:\nWhile you technically can overwrite the new_fingerprint with a string, e.g.\n```python\nt = d.add_column(\"new_column\", col_value, new_fingerprint=\"dummy_fp\")\nassert t._fingerprint == \"dummy_fp\" # this is true and will pass\n```\nthis ...
2025-11-13T02:56:49
2025-12-07T14:41:40
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NONE
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### Describe the bug Contradicting their documentation (which doesn't mention the parameter at all), both Dataset.add_column and Dataset.add_item require a new_fingerprint string. This parameter is passed directly to the dataset constructor, which has the fingerprint parameter listed as optional; is there any reason i...
null
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3,618,836,821
I_kwDODunzps7XsxFV
7,863
Support hosting lance / vortex / iceberg / zarr datasets on huggingface hub
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[ "Kudos!", "So cool ! Would love to see support for lance :)", "@lhoestq thanks for your support! Any suggestions across `datasets` or `huggingface_hub` projects to make this happen?\n\nI just noticed this blog post: https://huggingface.co/blog/streaming-datasets\n\nDo you know if `hfFileSystem` from `huggingfac...
2025-11-13T00:51:07
2025-11-26T14:10:29
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### Feature request Huggingface datasets has great support for large tabular datasets in parquet with large partitions. I would love to see two things in the future: - equivalent support for `lance`, `vortex`, `iceberg`, `zarr` (in that order) in a way that I can stream them using the datasets library - more fine-gr...
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7,862
Add flatten_indices option to save_to_disk method
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[ "as said by @KCKawalkar used below script to test - \r\n\r\nBEFORE PATCH - \r\nTEST.PY:\r\n```\r\nfrom datasets import Dataset\r\nimport time\r\n\r\ndataset = Dataset.from_dict({'text': [f'sample {i}' for i in range(100000)]})\r\n\r\n# Baseline save (no indices)\r\nstart = time.time()\r\ndataset.save_to_disk('basel...
2025-11-12T19:38:51
2025-11-12T19:50:20
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CONTRIBUTOR
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Added flatten_indices parameter to control index flattening during dataset saving. Solves #7861 This PR introduces a new optional argument, flatten_indices, to the save_to_disk methods in both Dataset and DatasetDict. The change allows users to skip the expensive index-flattening step when saving datasets that ...
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Performance Issue: save_to_disk() 200-1200% slower due to unconditional flatten_indices()
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2025-11-11T11:05:38
2025-11-11T11:05:38
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## 🐛 Bug Description The `save_to_disk()` method unconditionally calls `flatten_indices()` when `_indices` is not None, causing severe performance degradation for datasets processed with filtering, shuffling, or multiprocessed mapping operations. **Root cause**: This line rebuilds the entire dataset unnecessarily: `...
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7,860
Support loading local arrow datasets via load_dataset
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2025-11-11T04:58:33
2025-11-11T20:58:46
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Load_dataset will handle local saved datasets that way #7018
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fix some broken links
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7859). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-10T15:34:46
2025-11-10T17:11:07
2025-11-10T17:11:05
MEMBER
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would be cool to automate finding those broken links as i think there might be many of them @lhoestq @albertvillanova
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7,858
Support downloading specific splits in `load_dataset`
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[ "@CloseChoice This looks great! You're absolutely right about the missing comparison - that's a critical bug I missed. ", "@lhoestq just resolved the conflicts inflicted by the latest changes. Thought it might be good giving this a shot now before more changes mess with this PR." ]
2025-11-09T20:44:00
2025-12-10T12:23:51
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CONTRIBUTOR
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This is PR builds on top of #7706 to revive the unfinished #6832 but isn't just cleaning up things, here are some important changes: - `download_mode="FORCE_REDOWNLOAD"` is interpreted as always creating a clean slate, that means that even if we already did: ```python load_dataset("<name>") load_dataset("<name>",...
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7,856
Missing transcript column when loading a local dataset with "audiofolder"
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[ "First bad commit 5c8869f8c36dbc8c8d423030b7b7c4fd64f8c729\n\nEDIT: This is not a bug or a regression. It was a breaking change introduced in the commit I mentioned and was also documented in there. The docs state how to handle this now, see https://huggingface.co/docs/datasets/main/en/audio_load#audiofolder-with-m...
2025-11-08T16:27:58
2025-11-09T12:13:38
2025-11-09T12:13:38
NONE
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### Describe the bug My local dataset is not properly loaded when using `load_dataset("audiofolder", data_dir="my_dataset")` with a `jsonl` metadata file. Only the `audio` column is read while the `transcript` column is not. The last tested `datasets` version where the behavior was still correct is 2.18.0. ### Steps...
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ArXiv -> HF Papers
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2025-11-07T22:16:36
2025-11-10T15:01:13
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[Distributed] split_dataset_by_node() gives the same number of examples for each node
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7854). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Making this work with multiple workers could create a lot of communication for not a lo...
2025-11-06T17:14:18
2025-11-10T14:57:44
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this works: ```python import torch.distributed as dist from datasets import IterableDataset from datasets.distributed import split_dataset_by_node from collections import Counter def g(shards): for shard in shards: # shards don't have the same length num_examples = 3 + shard f...
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7,853
Fix embed storage nifti
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7853). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-06T15:07:58
2025-11-06T17:04:57
2025-11-06T16:20:36
CONTRIBUTOR
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Fixes #7852 Adds `embed_storage` function and allows gzipped files to be loaded correctly from local storage.
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Problems with NifTI
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[ "> 2. when uploading via the niftifolder feature, the resulting parquet only contains relative paths to the nifti files:\n\nwhat did you use to upload the dataset ? iirc push_to_hub() does upload the bytes as well, but to_parquet() doesn't", "> > 2. when uploading via the niftifolder feature, the resulting parque...
2025-11-06T11:46:33
2025-11-06T16:20:38
2025-11-06T16:20:38
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### Describe the bug There are currently 2 problems with the new NifTI feature: 1. dealing with zipped files, this is mentioned and explained [here](https://github.com/huggingface/datasets/pull/7815#issuecomment-3496199503) 2. when uploading via the `niftifolder` feature, the resulting parquet only contains relative p...
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Add fasta support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7851). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "A few comments:\r\n\r\n- Have you tried using this with longer sequences? @UriNeri deve...
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This PR adds support for FASTA files conversion to Parquet.
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2025-11-05T09:11:46
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closes #7841 As mentioned in the issue `mode` has been copy-pasted but isn't used in these files.
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fix column with transform
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7843). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-03T14:23:01
2025-11-03T14:34:15
2025-11-03T14:34:12
MEMBER
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fix https://github.com/huggingface/datasets/issues/7842
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3,582,182,995
I_kwDODunzps7Vg8ZT
7,842
Transform with columns parameter triggers on non-specified column access
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2025-11-03T13:55:27
2025-11-03T14:34:13
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### Describe the bug Iterating over a [`Column`](https://github.com/huggingface/datasets/blob/8b1bd4ec1cc9e9ce022f749abb6485ef984ae7c0/src/datasets/arrow_dataset.py#L633-L692) iterates through the parent [`Dataset`](https://github.com/huggingface/datasets/blob/8b1bd4ec1cc9e9ce022f749abb6485ef984ae7c0/src/datasets/arro...
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I_kwDODunzps7VWvA7
7,841
DOC: `mode` parameter on pdf and video features unused
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[ "They seem to be artefacts from a copy-paste of the Image feature ^^' we should remove them" ]
2025-11-02T12:37:47
2025-11-05T14:04:04
2025-11-05T14:04:04
CONTRIBUTOR
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Following up on https://github.com/huggingface/datasets/pull/7840 I asked claude code to check for undocumented parameters for other features and it found: - mode parameter on video is documented but unused: https://github.com/huggingface/datasets/blob/main/src/datasets/features/video.py#L48-L49 - the same goes for the...
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PR_kwDODunzps6xDsbG
7,840
Add num channels to audio
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7840). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-02T12:10:24
2025-11-03T17:37:48
2025-11-03T14:24:11
CONTRIBUTOR
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Fixes #7837 We currently have the [mono attribute for Audio documented](https://github.com/huggingface/datasets/blob/41c05299348a499807432ab476e1cdc4143c8772/src/datasets/features/audio.py#L52C1-L54C22) but not used anywhere resulting in confusion for users. Since torchcodec does not know this attribute I suggest us...
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I_kwDODunzps7VVRCz
7,839
datasets doesn't work with python 3.14
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[ "Thanks for the report.\nHave you tried on main? This should work, there was recently a PR merged to address this problem, see #7817", "Works on main 👍 \nWhat's the release schedule for `datasets`? Seems like a cadence of ~2weeks so I assume a real version is due pretty soon?", "let's say we do a new release l...
2025-11-02T09:09:06
2025-11-04T14:02:25
2025-11-04T14:02:25
NONE
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### Describe the bug Seems that `dataset` doesn't work with python==3.14. The root cause seems to be something with a `deel` API that was changed. ``` TypeError: Pickler._batch_setitems() takes 2 positional arguments but 3 were given ``` ### Steps to reproduce the bug (on a new folder) uv init uv python pin 3.14 uv...
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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
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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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Python 3.14
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7836). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-10-28T16:11:13
2025-10-31T17:27:17
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7,835
Add DICOM support
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[ "Awesome ! For the docs should we rename https://huggingface.co/docs/datasets/nifti_dataset to medical_imaging_dataset and have both DICOM and NIfTI together or have separate pages in you opinion ?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7835). All of your document...
2025-10-28T10:41:05
2025-11-26T15:25:03
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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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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
2025-11-15T16:28:04
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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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7,833
Fix: Properly render [!TIP] block in stream.shuffle documentation
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2025-10-27T10:09:31
2025-10-28T15:57:33
2025-10-28T15:57:33
CONTRIBUTOR
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The second line starting with the bracket doesn't properly render on huggingface/docs. Added "> " to address it. In the client documentation, the markdown 'TIP' paragraph in docs/stream#shuffle is not well executed, not as the other in the same page / while markdown is correctly considering it. Documentation: ht...
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[DOCS][minor] TIPS paragraph not compiled in docs/stream
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2025-10-27T10:03:22
2025-10-27T10:10:54
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In the client documentation, the markdown 'TIP' paragraph for paragraph in docs/stream#shuffle is not well executed — not as the other in the same page / while markdown is correctly considering it. Documentation: https://huggingface.co/docs/datasets/v4.3.0/en/stream#shuffle:~:text=%5B!TIP%5D%5BIterableDataset.shuffle(...
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[ "## Also i have done some tests on real dataset\r\n\r\n### Tested with real datasets:\r\n- ✅ IMDB dataset with NumPy 1.26.4 and 2.3.4\r\n- ✅ Rotten Tomatoes dataset with NumPy 1.26.4 and 2.3.4\r\n- ✅ Artificial datasets with ClassLabel features\r\n\r\n### Results:\r\n- Stratified splits work correctly in both NumPy...
2025-10-25T08:13:54
2025-10-29T06:35:32
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## Summary Fixes #7818 This PR resolves the `ValueError: Unable to avoid copy while creating an array` error that occurs when using `train_test_split` with `stratify_by_column` parameter in NumPy 2.0+. ## Changes - Wrapped the stratify column array access with `np.asarray()` in `arrow_dataset.py` - This allow...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7830). 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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Memory leak / Large memory usage with num_workers = 0 and numerous dataset within DatasetDict
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[ "Thanks for the report, this is possibly related #7722 and #7694.\n\nCould you pls provide steps to reproduce this?", "To overcome this issue right now I did simply reduce the size of the dataset and ended up running a for loop (my training has now a constant learning rate schedule). From what I understood, and I...
2025-10-24T09:51:38
2025-11-06T13:31:26
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### Describe the bug Hi team, first off, I love the datasets library! 🥰 I'm encountering a potential memory leak / increasing memory usage when training a model on a very large DatasetDict. Setup: I have a DatasetDict containing 362 distinct datasets, which sum up to ~2.8 billion rows. Training Task: I'm performin...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7828). 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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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
2025-12-10T10:28:37
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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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Fix batch_size default description in `to_polars` docstrings.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7823). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Cool ! To avoid unwanted side effects it could be implemented for every class instead o...
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closes #7567 Add `shift_rngs` method to `ExamplesIterable` that is called directly after sharding. If a generator is available (not the case for all subclasses) we update the seed of the generator by shifting by the worker_id. ~This is just the fix for `shuffle`, in the corresponding issue `interleave_datasets` i...
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7,822
Retry open hf file
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7822). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-10-17T09:48:51
2025-10-17T09:52:05
2025-10-17T09:51:35
MEMBER
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Fix this error ```python File "/workdir/.venv/lib/python3.13/site-packages/datasets/utils/file_utils.py", line 934, in xopen file_obj = fsspec.open(file, mode=mode, *args, **kwargs).open() File "/workdir/.venv/lib/python3.13/site-packages/fsspec/core.py", line 147, in open return self.__enter__() ...
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3,520,913,195
I_kwDODunzps7R3N8r
7,821
Building a dataset with large variable size arrays results in error ArrowInvalid: Value X too large to fit in C integer type
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[ "Thanks for reporting ! You can fix this by specifying the output type explicitly and use `LargeList` which uses int64 for offsets:\n\n```python\nfeatures = Features({\"audio\": LargeList(Value(\"uint16\"))})\nds = ds.map(..., features=features)\n```\n\nIt would be cool to improve `list_of_pa_arrays_to_pyarrow_list...
2025-10-16T08:45:17
2025-10-20T13:42:05
null
CONTRIBUTOR
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### Describe the bug I used map to store raw audio waveforms of variable lengths in a column of a dataset the `map` call fails with ArrowInvalid: Value X too large to fit in C integer type. ``` Traceback (most recent call last): Traceback (most recent call last): File "...lib/python3.12/site-packages/multiprocess/p...
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3,518,633,577
PR_kwDODunzps6t6suZ
7,820
Keep hffs cache in workers when streaming
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7820). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-10-15T15:51:28
2025-10-17T09:59:17
2025-10-17T09:59:16
MEMBER
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(and also reorder the hffs args to improve caching) When using `DataLoader(iterable_dataset, num_workers=...)` the dataset is pickled and passed to the worker. However previously the resulting dataset would be in a process with an empty hffs cache. By keeping the cache attached to `IterableDataset`, the cached hffs ...
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3,517,086,110
I_kwDODunzps7Ronme
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
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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...
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3,515,887,618
I_kwDODunzps7RkDAC
7,818
train_test_split and stratify breaks with Numpy 2.0
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[ "I can't reproduce this. Could you pls provide an example with a public dataset/artificial dataset and show how you loaded that?\n\nThis works for me:\n\n```python\nimport numpy as np\nfrom datasets import Dataset, Features, ClassLabel, Value\n\ndata = {\"text\": [f\"sample_{i}\" for i in range(100)], \"label\": [i...
2025-10-15T00:01:19
2025-10-28T16:10:44
2025-10-28T16:10:44
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### Describe the bug As stated in the title, since Numpy changed in version >2.0 with copy, the stratify parameters break. e.g. `all_dataset.train_test_split(test_size=0.2,stratify_by_column="label")` returns a Numpy error. It works if you downgrade Numpy to a version lower than 2.0. ### Steps to reproduce the bug ...
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7,817
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
2025-10-27T17:08:25
CONTRIBUTOR
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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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3,512,210,206
I_kwDODunzps7RWBMe
7,816
disable_progress_bar() not working as expected
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[ "@xianbaoqian ", "Closing this one since it's a Xet issue." ]
2025-10-14T03:25:39
2025-10-14T23:49:26
2025-10-14T23:49:26
NONE
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### Describe the bug Hi, I'm trying to load a dataset on Kaggle TPU image. There is some known compat issue with progress bar on Kaggle, so I'm trying to disable the progress bar globally. This does not work as you can see in [here](https://www.kaggle.com/code/windmaple/hf-datasets-issue). In contract, disabling pro...
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Add nifti support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7815). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Btw I couldn't resist but share your PR with the community online on twitter already, I...
2025-10-13T20:07:32
2025-11-07T00:52:01
2025-10-24T13:22:18
CONTRIBUTOR
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Add support for NIfTI. supports #7804 This PR follows https://github.com/huggingface/datasets/pull/7325 very closely I am a bit unsure what we need to add to the `document_dataset.mdx` and `document_load.mdx`. I should probably create a dataset on the hub first to create this guide instead of copy+pasting from...
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Allow streaming hdf5 files
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7814). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-10-13T15:25:44
2025-10-13T15:28:51
2025-10-13T15:28:49
MEMBER
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Add streaming support after https://github.com/huggingface/datasets/pull/7690, cc @klamike :) ## Details in `datasets` loaders, `open()` is extended to work with files that are on disk but also on HF. Files on HF are streamed using HTTP range requests using the `HfFileSystem` implementation in the `huggingface_hu...
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I_kwDODunzps7Q0lkQ
7,813
Caching does not work when using python3.14
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[ "https://github.com/uqfoundation/dill/issues/725", "@intexcor does #7817 fix your problem?" ]
2025-10-10T15:36:46
2025-10-27T17:08:26
2025-10-27T17:08:26
NONE
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### Describe the bug Traceback (most recent call last): File "/workspace/ctn.py", line 8, in <module> ds = load_dataset(f"naver-clova-ix/synthdog-{lang}") # или "synthdog-zh" для китайского File "/workspace/.venv/lib/python3.14/site-packages/datasets/load.py", line 1397, in load_dataset builder_instance =...
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PR_kwDODunzps6s_New
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docs: document_dataset PDFs & OCR
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2025-10-09T23:31:41
2025-10-20T14:03:53
2025-10-20T14:03:53
CONTRIBUTOR
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Use acronyms consistently across document_dataset docs.
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I_kwDODunzps7QqRQa
7,811
SIGSEGV when Python exits due to near null deref
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[ "The issue seems to come from `dill` which is a `datasets` dependency, e.g. this segfaults:\n\n```python\nimport dill\nfrom tqdm import tqdm\nprogress_bar = tqdm(total=(1000), unit='cols', desc='cols ')\nprogress_bar.update(1)\n```\n\n`tqdm` seems to segfault when `dill` is imported. I only found this about segfaul...
2025-10-09T22:00:11
2025-10-10T22:09:24
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### Describe the bug When I run the following python script using datasets I get a segfault. ```python from datasets import load_dataset from tqdm import tqdm progress_bar = tqdm(total=(1000), unit='cols', desc='cols ') progress_bar.update(1) ``` ``` % lldb -- python3 crashmin.py (lldb) target create "python3" Cur...
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fix conda deps
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7810). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-10-09T16:32:04
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Set dev version
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2025-10-09T16:19:19
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release: 4.2.0
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2025-10-09T16:10:53
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typo
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2025-10-09T16:06:47
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MEMBER
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add an s to be consistent with pandas' on_bad_lines
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Parquet: add `on_bad_file` argument to error/warn/skip bad files
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2025-10-09T14:41:46
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MEMBER
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```python from datasets import load_dataset on_bad_file = "error" # default # on_bad_file = "warn" # warn and skip bad file # on_bad_file = "skip" # skip bad file ds = load_dataset(parquet_dataset_id, on_bad_file=on_bad_file) ```
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Less api calls when resolving data_files
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2025-10-09T13:53:06
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MEMBER
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There ~10 unnecessary `/api/datasets/user/dataset/revision`calls due to multithreading in data files resolution. I disabled multithreading, which was actually not useful anymore since `HfFileSystem` has been using caching for a while now.
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I_kwDODunzps7Qh2bE
7,804
Support scientific data formats
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[ "Please add the support for `Zarr`! That's what we use in the Bioimaging community. It is crucial, because raw upload of a *single* bio image can take _terrabytes in memory_!\n\nThe python library would be `bioio` or `zarr`:\n- [ ] Zarr: `bioio` or `zarr`\n\nSee a [Zarr example](https://ome.github.io/ome-ngff-valid...
2025-10-09T10:18:24
2025-11-26T16:09:43
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MEMBER
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List of formats and libraries we can use to load the data in `datasets`: - [ ] DICOMs: pydicom - [x] NIfTIs: nibabel - [ ] WFDB: wfdb cc @zaRizk7 for viz Feel free to comment / suggest other formats and libs you'd like to see or to share your interest in one of the mentioned format
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