Dataset Viewer
Auto-converted to Parquet Duplicate
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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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https://api.github.com/repos/huggingface/datasets/issues/7904
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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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https://api.github.com/repos/huggingface/datasets/issues/7903
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3,723,395,305
PR_kwDODunzps64kO0d
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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https://api.github.com/repos/huggingface/datasets/issues/7901
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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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https://api.github.com/repos/huggingface/datasets/issues/7899
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3,707,063,236
PR_kwDODunzps63t1LS
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
MEMBER
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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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7,898
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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7,896
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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7,895
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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7,872
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
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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