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https://api.github.com/repos/huggingface/datasets/issues/8127
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https://github.com/huggingface/datasets/pull/8127
4,225,755,698
PR_kwDODunzps7Q23En
8,127
Support explicit harness field in agent traces
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Hi! This small PR allows an optional `harness` field to be parsed. When present, the harness field takes priority over type-value heuristics. This allows agents to self-identify even when they contain property names that collide with an existing harness ("session", "system", etc.)
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https://api.github.com/repos/huggingface/datasets/issues/8126
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4,224,718,927
PR_kwDODunzps7Qz_UY
8,126
Fix batching for table-formatted datasets
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## Summary Fix #8075 Fix `.batch()` on table-formatted `Dataset` and `IterableDataset`. Before this change, calling `.batch()` on datasets formatted as `pyarrow`, `pandas`, or `polars` could fail because the batching path assumed dict-like inputs. This updates batching to use an Arrow-based path for table-style ...
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https://api.github.com/repos/huggingface/datasets/issues/8125
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https://github.com/huggingface/datasets/issues/8125
4,223,104,906
I_kwDODunzps77t3eK
8,125
Feature request: being able to disable chmod for flat permission filesystems
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[ "Context: the operation fails on GCS FUSE mounts, and likely will on similar s3-backed file systems.\n\n File \"/home/user/.venv/lib/python3.12/site-packages/datasets/arrow_dataset.py\", line 3747, in _map_single ...
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### Feature request For flat permission file systems, `os.chmod` simply fails when trying to cache datasets - in some places such as: https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L4043-L4048 for arrow datasets. This seems to be optional to obtained desired behavior as simply comment...
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https://api.github.com/repos/huggingface/datasets/issues/8122
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https://github.com/huggingface/datasets/pull/8122
4,206,043,598
PR_kwDODunzps7P_9lo
8,122
fix: decode Json() values with PandasFeaturesDecoder before calling DataFrame.to_json() (#8116)
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[ "Just committed the fix, please let me know if there are any other issues" ]
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# Summary fixes (https://github.com/huggingface/datasets/issues/8116) Basically the issue is that if a dataset column uses Json() as a feature type, calling to_json() on that dataset causes a raw json escaped string to be exported, without decoding it first. ### root cause `to_json` exports feature values in their...
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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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[ "Thanks for the investigation and the fix ! This makes me think that maybe load_dataset(\"csv\") should return \"string\" types instead of \"large_string\" to be consistent with load_dataset(\"json\") as well as the Dataset.from_xxx methods", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/d...
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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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https://api.github.com/repos/huggingface/datasets/issues/8120
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4,201,197,701
I_kwDODunzps76aTCF
8,120
Patch fields truncated — missing trailing newlines
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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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https://api.github.com/repos/huggingface/datasets/issues/8116
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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" ]
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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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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8115). 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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## 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." ]
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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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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." ]
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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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4,185,517,824
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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...
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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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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...
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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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8,110
`set_format` resets features
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[ "couldn't replicate with: \n\n``` bash\nPlatform: macos\npython: 3.10.9\ndatasets: 4.8.4\nhuggingface_hub: 0.36.2\npyarrow: 23.0.1\npandas: 2.3.3\nfsspec: 2026.2.0\n\n```\n\n\n``` python\nimport datasets\nfrom datasets import Array2D, Dataset\nimport numpy as np\n\n# Create a dataset with Array2D feature\ndata = {\...
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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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docs: fix typos, grammar, and branding consistency across docs and source
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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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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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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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release: 4.8.4
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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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### 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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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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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! " ]
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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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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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## 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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8,065
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...
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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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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8064). 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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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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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" ]
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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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