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2026-04-04 12:44:03
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https://api.github.com/repos/huggingface/datasets/issues/8121
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4,204,840,969
PR_kwDODunzps7P9H7w
8,121
Fix Audio.cast_storage for CSV-loaded large_string columns
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2026-04-04T12:44:03Z
2026-04-04T12:44:03Z
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## Summary This PR fixes `Audio.cast_storage()` so that audio path columns loaded as `large_string` can be cast to `Audio()` correctly. ## Motivation `Dataset.from_dict({"audio": [...]})` produces a `string` column and `cast_column("audio", Audio())` works, but `load_dataset("csv", ...)` produces a `large_string` ...
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4,201,197,701
I_kwDODunzps76aTCF
8,120
Patch fields truncated — missing trailing newlines
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2026-04-03T16:07:47Z
2026-04-03T16:08:35Z
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Description: Multiple entries in the dataset have patches (test.patch and fix.patch) and f2p_patch fields with truncated content. The trailing blank lines that are part of valid unified diff format are stripped, causing git apply to fail with "corrupt patch" errors. Affected instances (confirmed): atlanhq_atlan-python...
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4,197,189,620
I_kwDODunzps76LAf0
8,116
`to_json()` serializes `Json()` feature as escaped string instead of native JSON object
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[ "Hi! I ran into this issue as well, I think the root cause was that under `_batch_json()` of `JsonDatasetWriter` it was directly exporting the encoded string without decoding it first. I will try to add a PR with a small fix. ", "#self-assign" ]
2026-04-02T21:59:15Z
2026-04-02T21:59:15Z
null
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CONTRIBUTOR
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### Describe the bug When a dataset column uses the `Json()` feature type, calling `to_json()` writes the value as an escaped JSON string (e.g., `"{\"cat_a\":1,\"cat_b\":2}"`) instead of a native JSON object (e.g., `{"cat_a":1,"cat_b":2}`). This causes two problems: 1. The output JSON file is not interoperable with ...
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4,195,114,404
PR_kwDODunzps7PldtS
8,115
fix: preserve features in IterableDataset.add_column (fixes #5752)
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2026-04-02T14:48:19Z
2026-04-02T14:48:19Z
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## Summary Fixes #5752. `IterableDataset.add_column()` lost the dataset's feature schema on every call because it delegated to `map()` without passing the `features` argument. `map()` unconditionally writes `info.features = features`, so the default `None` silently overwrote the existing schema. **Root cause** (`ite...
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4,193,245,944
PR_kwDODunzps7PgMNx
8,114
🔒 Pin GitHub Actions to commit SHAs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8114). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-02T09:28:58Z
2026-04-02T12:22:58Z
null
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NONE
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## 🔒 Pin GitHub Actions to commit SHAs This PR pins all GitHub Actions to their exact commit SHA instead of mutable tags or branch names. **Why?** Pinning to a SHA prevents supply chain attacks where a tag (e.g. `v4`) could be moved to point to malicious code. ### Changes | Workflow | Action | Avant | Après | SHA ...
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4,188,441,968
PR_kwDODunzps7PUfD_
8,113
Parse agent traces
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8113). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-01T16:56:08Z
2026-04-01T17:33:06Z
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MEMBER
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Supports claude_code, codex and pi JSON Lines files are parsed so one file = one row The resulting row has three fields: harness, session_id, traces, and file_name with features: ```python AGENT_TRACES_FEATURES = datasets.Features( { "harness": datasets.Value("string"), "session_id": da...
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PR_kwDODunzps7PMvUa
8,112
fix: replace List with Sequence in type hints for public API functions (#5354)
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[ "Updated — public Dataset.map(), Dataset.filter(), IterableDataset.map() and IterableDataset.filter() signatures now also use Sequence[str] consistently. Thanks for the pointer.", "Note: PR #8067 by @biefan also addresses path_or_paths in arrow_dataset.py. This PR covers a broader scope across 4 files and additio...
2026-04-01T09:31:28Z
2026-04-02T06:47:20Z
null
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NONE
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## Summary Fixes #5354 Replaces `list[X]` with `Sequence[X]` in function argument type annotations across the public API. `List` is invariant while `Sequence` is covariant, which means passing a `list` to a parameter typed as `List` causes mypy errors, even though lists are valid sequences. ## Changes ...
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4,180,579,790
PR_kwDODunzps7PAKZk
8,111
add sample_by="document" support for jsonl files
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8111). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "would the auto-detection of agent harness (claude vs. codex vs. opencode etc) and other...
2026-03-31T16:23:57Z
2026-04-01T16:57:00Z
2026-04-01T16:56:59Z
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With more agentic traces (_ie Claude Code / Codex / Pi etc_) being published to the Hub as JSONL files, it would be nice to easily support loading / viewing them in Dataset Viewer. Datasets like https://huggingface.co/datasets/cfahlgren1/agent-sessions contain one JSONL file per session. Without sample_by, each lin...
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4,176,918,326
I_kwDODunzps749rc2
8,110
`set_format` resets features
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2026-03-31T07:59:32Z
2026-03-31T07:59:32Z
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### Describe the bug Calling `dataset.set_format('...')` resets the informative features such as `Array2D` etc. back into `List(List(Value))` and so on. ### Steps to reproduce the bug ```py >>> dataset.features {'lld': Array2D(shape=(None, 26), dtype='float32')} >>> dataset.set_format('torch') >>> dataset.features ...
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8,109
docs: fix typos, grammar, and branding consistency across docs and source
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2026-03-30T13:14:51Z
2026-03-30T13:14:51Z
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This commit addresses several documentation quality issues found across the repository — fixing typos, grammar errors, brand name inconsistencies, and adding modern tooling references for new contributors. ## Changes ### README.md - Fix duplicate word: "frameworks frameworks" → "frameworks" - Standardize brand ...
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PR_kwDODunzps7N0KQH
8,107
Update WebDataset documentation link
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The old link is outdated Closes #7699
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Fix: Add validation to prevent duplicate kwargs in load_dataset_builder
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2026-03-26T09:03:47Z
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This PR adds a set intersection check in `load_dataset_builder` to catch overlapping keys between the standard build arguments and `config_kwargs`. Previously, passing identical keys caused a confusing Python `TypeError` during unpacking. This fix intercepts the duplicates early and raises a clear `ValueError` spec...
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set dev version
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Support latest torchvision
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close https://github.com/huggingface/datasets/issues/8085
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fix regression when loading JSON with one file = one object
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was failing for datasets with JSON files that are not JSON Lines and that contain one single multi-line JSON object like https://huggingface.co/datasets/evaleval/EEE_datastore
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ImportError: cannot import name 'VideoReader' from 'torchvision.io' when using datasets with torch format
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[ "`datasets` 4.8.4 is out and includes a fix :)" ]
2026-03-23T11:16:20Z
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### Describe the bug For PyTorch 2.11 + torchvision 0.26.0 when using the datasets library and setting the format to "torch", an ImportError occurs because the datasets library attempts to import VideoReader from torchvision.io, but this object is not found in the installed torchvision version. **Error message**: > ...
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Add reshard support for JSON Lines and CSV file formats
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[ "@lhoestq , hi, lhoestq, could you please help review this PR? Thanks!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8084). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> Cool ! I l...
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This PR extends the IterableDataset.reshard() functionality to support JSON Lines and CSV file formats, building on the foundation laid in #7992. ### Summary - JSON Lines : Resharding splits files by line boundaries (only when num_shards is specified) - CSV : Resharding splits files by line boundaries (only when n...
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set dev version
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Fix split_dataset_by_node step
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fix https://github.com/huggingface/datasets/issues/8079 I also took the opportunity to improve the arrow logic to not have to do an unnecessary python -> arrow -> python in FormattedExamplesIterable when streaming webdatasets
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Fix docstring of Json.cast_storage
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8080). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-03-19T13:56:43Z
2026-03-19T14:22:47Z
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Fix docstring of `Json.cast_storage`. This PR makes a minor change to the `cast_storage` method in the `Json` feature, updating its return type and documentation to better reflect its intended functionality. * Updated the `cast_storage` method to return a `pa.JsonArray` instead of a `pa.Int64Array`, and revised t...
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StepExamplesIterable._iter_arrow drops samples for non-zero ranks for single-sharded
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### Describe the bug As titled ### Steps to reproduce the bug Running following Python script: ``` """ Reproducer for HuggingFace datasets 4.x bug: StepExamplesIterable._iter_arrow drops samples for non-zero ranks when Arrow batches have size 1 (e.g. single-shard streaming WebDataset). Bug: split_dataset_by_node w...
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Inconsistent loading of LFS-hosted files in Dangindev/viet-cultural-vqa dataset
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[ "I also have been stuck in same problem ", "This should be fixed, thanks for reporting ! let us know if you ever encounter other issues in the future", "It's okay. \n\nGood job, thanks your support! " ]
2026-03-17T06:44:01Z
2026-03-30T04:14:29Z
2026-03-30T04:14:29Z
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### Describe the bug Describe the bug Some files in the Dangindev/viet-cultural-vqa 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/Dangindev/viet-cultural-vqa/blob/main/images/am_thuc/banh_chung_T...
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`.batch()` error on formatted datasets
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[ "Hi ! Good catch :) Since table-formatted iterable datasets have an Arrow path (i.e. they have `.iter_arrow()`) I guess a simple fix would be to make `.batch()` make the dataset arrow-formatted and use a `batch_arrow_fn` in that case (instead of the current `_batch_fn` that expects dictionaries). It would also be b...
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The `.batch()` method currently assumes the input (batch) is always a dictionary, which causes errors when it isn't. This can happen with formatted datasets, since formats like `"pyarrow"`, `"pandas"` (only affects `IterableDataset`), and `"polars"` return tables/dataframes instead of dictionaries. For example: ```pyt...
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Json type for empty struct
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otherwise the it can't be converted to parquet related: https://github.com/apache/arrow/issues/9886
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fix null filling in missing jsonl columns
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2026-03-16T15:24:43Z
2026-03-16T15:43:32Z
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fix regression from #8027 reported [internally](https://huggingface.slack.com/archives/C04BP5S7858/p1773661170461759) cc @gary149
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Datasets streaming iterable packaged fixes
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This PR ckumps a bunch of fixes across streaming, iterable datasets, and packaged modules, plus workflow/docs cleanups. A collection of fixes and long-overdue feature completions that kept getting pushed off as TODO(QL) comments. Nothing here is a dramatic architectural change, mostly things that were partially wire...
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typing: accept sequences for Dataset file loaders
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## Summary - update `Dataset.from_csv`, `from_json`, `from_parquet`, and `from_text` type hints from `list[PathLike]` to `Sequence[PathLike]` - normalize non-string sequences to lists before passing paths to readers - add path-type tests to cover tuple input for all four loaders ## Why `list` is invariant for static t...
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fix: avoid duplicate kwargs collisions in load_dataset_builder
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[ "I believe this was fixed in https://github.com/huggingface/datasets/pull/8068" ]
2026-03-14T20:26:16Z
2026-03-17T00:04:08Z
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## Summary - avoid duplicate keyword collisions when `config_kwargs` overlap with module-provided `builder_kwargs` in `load_dataset_builder` - this fixes cases like passing `base_path=...` where `base_path` is already present in `builder_kwargs` - add a regression test using a local dataset directory to ensure overridi...
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ARM audio support broken
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[ "See also https://github.com/NVIDIA/garak/issues/1622#issuecomment-3937720381", "Hi @leondz , thanks for the detailed bug report — the description and reproduction steps are really clear.\n\nI’d love to take a shot at investigating and potentially fixing this issue. Before I start digging into the codebase, I jus...
2026-03-13T22:06:36Z
2026-03-23T14:16:47Z
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### Describe the bug `datasets` 4.0 moved to using `torchcodec` for audio datasets, which doesn't support ARM hardware under Linux and Windows ### Steps to reproduce the bug try: * Try to install `torchcodec` under Linux ARM64 or: * Try to install `torchcodec` under Windows ARM64 or, on either of those platforms...
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Read (and write) from HF Storage Buckets: load raw data, process and save to Dataset Repos
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TODO: - [x] load_dataset("csv", data_files=["hf://buckets/..."]) - [x] load_dataset("buckets/...") - [x] Dataset.to_csv("hf://buckets/..."), to_json, to_parquet, etc. - [x] DatasetDict.push_to_hub("buckets/...") - [x] Dataset.push_to_hub("buckets/...") - [x] DatasetDict.push_to_hub("buckets/...") - [x] IterableD...
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Fix formatted iter arrow double yield
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8063). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-03-12T11:37:26Z
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I (+Claude) noticed this when reading the code. I did not encounter this bug (I think) so I can't say much more about it. Perhaps the second iteration will immediately stop so the bug is harmless, but to be safe I think a return there is safer.
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Fix iterable dataset dict num proc shards
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[ "I believe this was fixed in https://github.com/huggingface/datasets/pull/8068" ]
2026-03-12T11:34:02Z
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If the number of shards for some split is lower than num_proc the IterableDatasetDict.push_to_hub will crash. This handling of num_proc is as close to identical as the handling in IterableDataset.push_to_hub
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fix reshard_data_sources
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2026-03-11T15:20:14Z
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as reported at https://github.com/huggingface/datasets/pull/7992#discussion_r2915605694
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Improve error message for invalid data_files pattern format
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2026-03-11T14:41:22Z
2026-03-11T15:22:42Z
2026-03-11T15:21:37Z
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This PR improves the error message raised in sanitize_patterns() when an invalid data_files entry is provided. The new message clearly explains the expected dictionary format: {'split': <split_name>, 'path': <path_or_list_of_paths>} This helps users debug incorrect dataset configurations more easily.
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set dev version
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Limit dataset listing to first 20 entries in readme
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Don't extract bad files
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related to https://github.com/huggingface/datasets/issues/8052
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feat: add 3D mesh support and MeshFolder builder
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[ "### A Test Conducted:\r\n\r\n```python\r\nfrom datasets import Features, Value, Sequence, Image, Audio, Mesh, load_dataset\r\n\r\n# Define features.\r\nfeatures = Features({\r\n 'id': Value('string'),\r\n 'objaverse_uid': Value('string'),\r\n 'text': Value('string'),\r\n 'image': Image(),\r\n 'audio...
2026-03-09T00:03:16Z
2026-03-29T17:45:20Z
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This PR introduces 3D mesh support to the `datasets` library, mirroring the existing paradigms for Image, Audio, and Video modalities. this is made to support 3D data just like image, audio, etc... new `Mesh`feature class, which manages 3D data via a PyArrow `struct` containing both raw bytes and file paths. support...
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fix(arrow_dataset): initialise writer on first non-None map result, not on i==0
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2026-03-08T20:49:04Z
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## Summary `Dataset.map` crashes with `AttributeError: 'NoneType' object has no attribute 'write'` when the map function returns `None` for the first N examples and a dict for later ones (issue #7990). ## Root Cause The `ArrowWriter` was initialised with a guard tied to the example index: ```python # Non-batched pa...
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fix(iterable_dataset): preserve features when chaining filter() on typed IterableDataset
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2026-03-08T20:46:50Z
2026-03-09T17:44:33Z
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## Summary Chaining two `.filter()` calls on an `IterableDataset` with explicit features raises: ``` TypeError: 'NoneType' object is not a mapping ``` on the second `.filter()` call (issue #8037). ## Root Cause After the first `.filter()`, the internal `ex_iterable` becomes _typed_ (`is_typed=True`) because `Filte...
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[Security] Zip/Rar/7z Archive Extraction Path Traversal (Incomplete CVE-2007-4559 Mitigation)
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[ "Hi! I'm currently exploring the codebase and came across this issue. I'd be interested in investigating it further and trying to reproduce the behavior locally.\n\nIf no one is actively working on it, I'd be happy to take a look and attempt a fix.\n", "The steps to reproduce don't cause any file extraction outsi...
2026-03-08T19:09:32Z
2026-03-10T23:27:45Z
2026-03-10T23:27:45Z
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## Security Vulnerability Report **Reporter:** Conner Webber (conner.webber000@gmail.com) **Severity:** HIGH (CVSS 3.1: 8.2) **CWE:** CWE-22 (Improper Limitation of a Pathname to a Restricted Directory) ## Summary The `ZipExtractor`, `RarExtractor`, and `SevenZipExtractor` classes in `datasets/utils/extract.py` call...
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8,051
Add dtype property to Sequence, List, and LargeList (Fixes #8002)
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2026-03-07T15:52:51Z
2026-03-07T15:52:51Z
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This PR implements the solution suggested in #8002 by adding a .dtype property to the Sequence, List, and LargeList feature classes. This ensures consistency across feature types and prevents AttributeError in downstream scripts.
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8,050
Fix IterableDataset features being set to None on chained filter (Fixes #8037)
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[ "Thanks for the PR ! The original issue poster actually opened the same PR https://github.com/huggingface/datasets/pull/8053 but with additional tests, so I took the liberty of merging theirs - I hope you don't mind" ]
2026-03-07T15:14:07Z
2026-03-09T17:45:32Z
2026-03-09T17:45:31Z
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This PR implements the solution suggested in #8037. It updates the features argument in IterableDataset.filter() to preserve existing features when ex_iterable.is_typed is True. This prevents the TypeError: 'NoneType' object is not a mapping from being raised when chaining multiple .filter() calls.
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Fix typos in iterable_dataset.py
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2026-03-06T04:20:52Z
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Fixes #8038
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8,048
Support 3D Datasets
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2026-03-06T01:23:08Z
2026-03-09T00:05:03Z
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### Feature request In `datasets` library we have options to load `image` and `audio` datasets which can be viewed in the Dataset Viewer. LIKE: ```bash from datasets import load_dataset, Image from datasets import load_dataset, Audio ``` > https://huggingface.co/docs/datasets/en/image_load & https://huggingface.co/do...
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8,047
fix: handle nested null types in feature alignment for multi-proc map
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8047). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-03-05T20:28:50Z
2026-03-09T17:52:12Z
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When using `Dataset.map()` with `num_proc > 1`, shards containing only empty lists get their features inferred as `List(Value('null'))`, which is incompatible with `List(Struct({...}))` from shards with actual data. The existing `_check_if_features_can_be_aligned` and `_align_features` only handled top-level `Value(...
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8,046
`Dataset.map()` with `num_proc > 1` fails when some shards produce `List(Value('null'))` (empty lists)
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[ "\n### Root cause\n\nIn `src/datasets/features/features.py`, both `_check_if_features_can_be_aligned` and `_align_features` use:\n\n```python\nisinstance(v, Value) and v.dtype == \"null\"\n```\n\nto check for null compatibility. However, `List(Value('null'))` is **not** an instance of `Value` — it's an instance of ...
2026-03-05T20:12:13Z
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### Describe the bug When using `Dataset.map()` with `num_proc > 1`, if the map function produces a list column where some shards contain only empty lists `[]` and other shards contain non-empty lists of structs, the feature type inference is inconsistent across shards: - Shards with only empty lists → `List(Value('n...
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8,045
Write IterableDataset to parquet incrementally instead of materializing entire shard in memory
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[ "I've tested this change along with the changes from my other PRs (https://github.com/HaukurPall/datasets/tree/all-fixes) and this change **dramatically** reduces the memory requirement per process.\r\n\r\nContext:\r\n\r\nI'm working with audio datasets, the audio is embedded in the parquet. When loading a 1GB shar...
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`IterableDataset.to_parquet()` materialized the entire shard into memory via `pa.concat_tables(list(...))` before writing. For datasets with large shards and multiprocessing (push_to_hub with num_proc > 0) the memory requirements can be really large. This PR writes parquet incrementally by iterating Arrow batches a...
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Fix silent data loss in push_to_hub when num_proc > num_shards
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## Summary When `num_proc` exceeds the number of output shards in `Dataset.push_to_hub`, workers without assigned output shards silently drop their data. The metadata still reports the correct dataset length (using `len(self[split])`), masking the data loss. This fix caps `num_jobs` at `num_shards` in `_push_pa...
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Add features parameter to IterableDatasetDict.map
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[ "I'm going to close this PR as it depends on correct `features` handling in `IterableDataset`, which is not done correctly at the moment." ]
2026-03-05T12:30:46Z
2026-03-12T11:42:22Z
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IterableDataset.map accepts a features parameter to declare the output schema, but IterableDatasetDict.map did not expose it. This meant users of IterableDatasetDict had no way to preserve feature metadata through map operations.
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8,042
Fix schema enforcement in streaming _convert_to_arrow
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[ "I'm going to close this PR as I have a more complete branch which fixes feature handling in the streaming case. The `features` handling in the streaming case is btw completely broken at the moment, it just happens to work in some cases. I will add more test cases to show it in a later PR." ]
2026-03-05T12:23:47Z
2026-03-12T11:40:32Z
2026-03-12T11:40:31Z
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When the iter_arrow chain is broken (e.g. after .map() without with_format("arrow")), _convert_to_arrow falls back to pa.Table.from_pylist() which infers types from values. If early batches contain None or empty lists, Arrow infers null/list<null> types that conflict with later batches containing real data, causing Arr...
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Use num_examples instead of len(self) for iterable_dataset's SplitInfo
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2026-03-05T09:54:26Z
2026-03-11T12:31:19Z
2026-03-09T17:16:22Z
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Fixes a bug (crash) when pushing individual splits to a repo which has pre-existing data.
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Fix the logic for allowed extensions when creating build configurations (#8034)
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2026-03-05T05:32:45Z
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see #8034
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8,039
Fix non-deterministic by sorting metadata extensions (#8034)
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see #8034
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Typo in iterable_dataset.py
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2026-03-04T05:37:15Z
2026-03-09T17:12:54Z
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### Describe the bug `streaming=True**kwargs,` should be `streaming=True, **kwargs,` https://github.com/huggingface/datasets/blob/81027be09d5cd9f06a6d64ef1a8a3e9ebd0f86fd/src/datasets/iterable_dataset.py#L2950 ### Steps to reproduce the bug ``` from Datasets import Dataset IterableDataset.from_csv("file.csv") ``` #...
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IterableDataset.filter() chaining fails due to features being lost when is_typed=True
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2026-03-02T02:30:24Z
2026-03-09T17:44:34Z
2026-03-09T17:44:34Z
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### Describe the bug Chaining multiple .filter() calls on an IterableDataset raises a TypeError: 'NoneType' object is not a mapping on the second .filter() call. In `IterableDataset.filter()`, the internal `ex_iterable` is wrapped with FormattedExamplesIterable: ```python ex_iterable = FormattedExamplesIterable( ...
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8,036
follow `cache_dir` in download option when loading datasets
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2026-03-01T10:56:18Z
2026-03-01T10:56:18Z
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fixes #8029
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Update links in README to use markdown format
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2026-02-28T23:16:20Z
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[BUG] load_datasets() cannot use the generated Arrow cache correctly
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[ "PYTHONHASHSEED=1 uv run python -c\n \"\nfrom datasets.load import LocalDatasetModuleFactory\nmod = LocalDatasetModuleFactory('/cache/datasets/imagenet-1k')\ndm = mod.get_module()\nprint('Hash:', dm.hash)\n\"\nResolving data files: 100%|█████████| 294/294 [00:00<00:00, 20584.68it/s]\nResolving data files: 100%|████...
2026-02-28T08:11:23Z
2026-03-04T13:50:08Z
null
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CONTRIBUTOR
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### Describe the bug The datasets library cannot use the generated Arrow cache correctly, seemingly due to a flaw in the internal hash symbol calculation logic. The following code provides verification. I am trying to locate the specific code position, and if there are further developments, I will update here. ### S...
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perf: use deque for async map task/index queues
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8033). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Friendly ping — CI is green and this is ready for review. Happy to address any feedback...
2026-02-28T05:07:00Z
2026-03-07T21:49:34Z
2026-03-07T21:49:34Z
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## Problem `arrow_dataset.py` and `iterable_dataset.py` drain `indices` and `tasks` lists front-to-back via `.pop(0)` during parallel async map operations. With `MAX_NUM_RUNNING_ASYNC_MAP_FUNCTIONS_IN_PARALLEL` items in flight, each `.pop(0)` is **O(n)** making the drain loop **O(n²)**. ## Solution Switch both `indi...
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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_8032). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-27T23:28:21Z
2026-02-27T23:31:20Z
2026-02-27T23:28:27Z
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reported in https://github.com/huggingface/datasets/pull/7979#issuecomment-3973374484
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`cache_dir` option in `download_config` in `load_dataset` is not respected
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[ "Actually, I used debugger to step into the code of `datasets`, and found `load_dataset` calls into `cached_path`, where it calls into `hf_hub_download` method for `hf://` links:\nhttps://github.com/huggingface/datasets/blob/6e8eaeed4d202b72eff44ba1a9ec5b7d81d2d3e6/src/datasets/utils/file_utils.py#L182-L195\n\nSome...
2026-02-27T16:05:30Z
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### Describe the bug Downloaded files still go to `~/.cache/huggingface/hub/` even if I specified `cache_dir` option in `download_config` in `load_dataset`. ### Steps to reproduce the bug Run my freshly written script and found that downloaded files did not go where I want. ```python ''' 下载OpenWebText数据集,允许使用代理 ''' ...
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Fix torchcodec audio decoding to respect 'num_channels'
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Fixes torchcodec audio decoding when `num_channels` is set on `Audio`. Before this change, `AudioDecoder["array"]` reduced multi-channel audio to mono by averaging channels, so the requested channel behavior was not respected. With this PR: - multi-channel decoded arrays are preserved by default; - mono output ...
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`Json()` type is needed when some fields don't have fixed types, e.g. "tools" and "tool_calls" types in conversation + tool calling datasets like [dataclaw](https://huggingface.co/datasets?other=dataclaw) datasets. Cc @peteromallet and @woctordho @Nanbeige for viz Examples of supported tool-calling / dataclaw datase...
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fix: resolve base_path conflict between builder_kwargs and config_kwargs
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2026-02-24T11:13:06Z
2026-02-24T14:01:23Z
2026-02-24T14:01:23Z
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## What does this PR fix? This PR fixes a bug where passing `base_path` to `load_dataset_builder()` or `load_dataset()` causes a TypeError because both `builder_kwargs` and `config_kwargs` can contain the same key. ## Problem When users call: ```python from datasets import load_dataset load_dataset("rotten_tomatoes"...
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8,021
progress bar optional manual control
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[ "Hi @lhoestq ,\r\nCan you please trigger the CI CD pipeline ?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8021). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@lhoestq I have appli...
2026-02-24T04:22:17Z
2026-03-12T04:58:38Z
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CONTRIBUTOR
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Fix: https://github.com/huggingface/datasets/issues/7939 Summary The default behavior for the progress bar has been adjusted based on dataset size. It remains enabled for small datasets and is automatically disabled for larger datasets to improve performance. Users retain full control and can explicitly enable or...
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8,020
feat: add return_file_name support to Parquet packaged builder
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2026-02-23T09:13:54Z
2026-02-23T09:13:54Z
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Part of #5806. Extends the `return_file_name` feature (implemented for JSON in #7948 and CSV in #8019) to the Parquet packaged builder. When `return_file_name=True`, a `file_name` column containing the source file basename is appended to each batch.
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8,019
feat: add return_file_name support to CSV packaged builder
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2026-02-23T09:02:31Z
2026-02-23T09:02:31Z
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## Summary - Adds an optional `return_file_name: bool = False` parameter to `CsvConfig` - When `return_file_name=True`, a `file_name` column is appended to every batch in `_generate_tables`, containing the basename of the source CSV file for each row - Default is `False`, preserving full backward compatibility ## Mot...
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8,017
Improve error message for deprecated dataset scripts with migration guidance
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[ "Hi team! I’m just checking in on this PR to see if there is any additional information or documentation I can provide to help with the review process. Thanks for your time!" ]
2026-02-22T19:31:34Z
2026-02-28T14:24:11Z
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Summary This PR improves the RuntimeError message raised when deprecated local dataset scripts are detected. Previously, the error message: "Dataset scripts are no longer supported" did not provide actionable migration guidance. Improvements - Clarifies the new architecture - Provides explicit migration step...
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8,016
Remove legacy Sphinx roles from docstrings
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2026-02-22T15:06:33Z
2026-02-23T16:10:21Z
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## Summary Replace all remaining `:obj:`, `:class:`, `:func:`, and `:meth:` Sphinx cross-reference roles with plain backtick references, aligning with the project's current documentation conventions. **14 files, 71 replacements. No logic changes.** ## Context As noted in #5324, the codebase had a mix of old Sphinx ...
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8,015
Iterating a streaming dataset correctly in random order
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[ "Hi, reshuffling is actually pretty easy:\n\n```python\n\"\"\" shuffle.py \"\"\"\nfrom datasets import load_dataset\n\nnum_proc = 8 # tweak it here depending on your machine\nseed = 42\nds = load_dataset(\"jackyhate/text-to-image-2M\", num_proc=num_proc)\nds = ds.shuffle(seed=seed)\nds.push_to_hub(\"my-username/te...
2026-02-22T11:34:06Z
2026-03-14T13:22:51Z
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### Describe the bug For training to work properly it is considered good practice in machine learning to sample the dataset randomly (uniformly). I am not sure how the user is expected to do it correctly when the creator of the dataset did a bad job. https://huggingface.co/docs/hub/datasets-webdataset ``` **Shuffle*...
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8,014
Speed up local 'get_data_patterns' by avoiding repeated recursive scans
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8014). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> lgtm ! can you run `make style` to fix the CI before we merge ?\r\n\r\ndone. All good...
2026-02-21T14:11:40Z
2026-02-25T20:07:50Z
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This PR speeds up `get_data_patterns` for local paths. ### Problem For `load_dataset("imagefolder", data_dir=...)`, `get_data_patterns` was repeatedly scanning the same local directory tree for many split patterns (`train`, `test`, etc.). With large folders, this became very slow. This has also been reported b...
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8,013
Add space between sentences 'operation.To debug'
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2026-02-19T17:31:56Z
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Previously the exception message would read "...abruptly died during map _operation.To_ debug the error...". The `operation.To` part would actually render as a hyperlink when printed to Slack.
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HC3 dataset fails to load with datasets>=3 due to legacy script (HC3.py)
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[ "This is not a bug. This is intended behaviour. The only ways to resolve this are\n1. use the old `datasets` versions\n2. load the dataset and upload it to your own repo without a script\n3. raise an issue in the dataset and wait for the owner to update it." ]
2026-02-19T16:27:51Z
2026-02-20T11:58:20Z
2026-02-20T11:58:20Z
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### Describe the bug It looks like the current documentation suggests loading the dataset like this: `load_dataset("Hello-SimpleAI/HC3", split="train") ` But with datasets>=3.x, this raises: RuntimeError: Dataset scripts are no longer supported, but found HC3.py The dataset loads correctly if we specify the parqu...
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8,011
fix: condition for file_name feature check
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[ "Hi @lhoestq, have proposed a fix for [#8010](https://github.com/huggingface/datasets/issues/8010)" ]
2026-02-19T15:12:31Z
2026-02-19T15:29:29Z
2026-02-19T15:29:29Z
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## Description Accept `Value("large_string")` in addition to `Value("string")` for the `file_name` (or `*_file_name`) metadata key in folder-based builders (e.g. `audiofolder`). ## Problem When loading a dataset with `load_dataset("audiofolder", data_dir=...)` and a `metadata.csv` file, the metadata schema is infe...
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3,963,448,558
I_kwDODunzps7sPWzu
8,010
audiofolder / folder-based loader rejects metadata.csv when file_name column is inferred as large_string
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[ "Proposing a PR for this [here](https://github.com/huggingface/datasets/pull/8011)\n\nPS: I didn't find a contributing documentation. Please recommend any changes in issue or PR if any. Thank you!" ]
2026-02-19T15:06:09Z
2026-02-19T15:29:41Z
2026-02-19T15:29:41Z
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### Describe the bug When loading a dataset with load_dataset("audiofolder", data_dir=...) and a metadata.csv (with a file_name column), loading can fail with: `ValueError: file_name or *_file_name must be present as dictionary key (with type string) in metadata files` even when the CSV clearly has a file_name colum...
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8,009
More IterableDataset.from_x methods and docs and polars.Lazyframe support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8009). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-18T14:48:39Z
2026-02-18T15:18:17Z
2026-02-18T15:18:14Z
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8,008
fix: prevent duplicate keywords in load_dataset_builder (#4910)
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2026-02-16T17:42:30Z
2026-02-16T17:42:30Z
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3,946,695,329
I_kwDODunzps7rPcqh
8,007
Add option for loading audio with video
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[ "Hi,\nI’m interested in working on this issue.\n\nFrom what I understand, audio decoding would involve an AudioDecoder, and previous discussions have suggested handling it separately. I’d like to explore whether integrating audio extraction in relation to the current video decoding workflow would be appropriate, or...
2026-02-16T09:11:02Z
2026-03-13T08:42:38Z
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### Describe the bug Currently, `torchcodec` don't allow extracting `Audio` from `Video` https://github.com/meta-pytorch/torchcodec/issues/1158, https://github.com/meta-pytorch/torchcodec/issues/1190, but when I upload videos with audio to hub using `videofolder`, then this is not possible to retrieve audio from it. P...
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3,944,394,074
I_kwDODunzps7rGq1a
8,006
Regression: from_generator crashes if one generator call returns no results
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2026-02-15T16:16:48Z
2026-02-24T13:58:12Z
2026-02-24T13:58:12Z
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### Describe the bug Dataset.from_generator splits any list kwarg to the generator and makes a separate call to the generator for each member of the list even in the num_proc=1 case. I have a generator that processes a number of files, filtering them and producing examples. It used to be the case that things worked fi...
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I_kwDODunzps7q9L9J
8,005
Multi-channel audio is automatically cast to mono, num_channels is ignored
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[ "**Workaround**\nDirectly load audio using torchcodec, this is what datasets does under the hood (but doesn't maintain multi-channel)\n\n```python\nimport torchcodec\n\ndecoder = torchcodec.decoders.AudioDecoder(audio[\"bytes\"])\naudio_samples = decoder.get_all_samples()\n\naudio = audio_samples.data.numpy()\nsamp...
2026-02-14T17:28:03Z
2026-02-25T15:17:18Z
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### Describe the bug The `num_channels` parameter in `datasets.Audio()` is documented to preserve stereo channels when set to `None` (preserve original) or `2` (explicit stereo), but it currently downmixes all audio to mono regardless of this setting. ### Steps to reproduce the bug ```python import numpy as np impor...
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8,004
fix save_to_disk/load_from_disk with pathlib.Path input
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2026-02-13T23:03:55Z
2026-02-13T23:03:55Z
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Since #6704, `save_to_disk` and `load_from_disk` use `fsspec.core.url_to_fs` which expects a `str`, but both methods accept `PathLike` (which includes `pathlib.Path`). Passing a `Path` object raises a `TypeError` because `url_to_fs` can't handle it. Fixed by converting the path argument with `os.fspath()` before handi...
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8,003
very basic support for more hf urls
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8003). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-13T18:30:56Z
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8,002
The `Sequence` class in features do not have "dtype"
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2026-02-13T12:45:19Z
2026-02-13T12:52:36Z
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### Describe the bug **I'm not sure if this is a bug.** I see that a `FeatureType` object contains an attribute called `self.dtype` that is not covered when this feature is a `Sequence` or a `List`. When I try to run a multilabel classification with this example script from the transformers library: https://github....
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8,000
Fix: make environment variable naming consistent (issue #7998)
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[ "Hi @lhoestq ,\r\nI’ve addressed the inconsistent environment variable name HF_DATASETS_DISABLE_PROGRESS_BARS in docstrings and warning messages. Please review the changes and let me know if there’s anything else I should update to complete this issue fix." ]
2026-02-10T05:19:53Z
2026-02-16T15:29:49Z
2026-02-16T15:29:49Z
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Fix: https://github.com/huggingface/datasets/issues/7998 **Summary** Addressed the inconsistent environment variable name HF_DATASETS_DISABLE_PROGRESS_BARS used for toggling progress bars, particularly in docstrings and warning messages. **Changes** Updated function docstrings to use the correct environment...
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