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https://api.github.com/repos/huggingface/datasets/issues/8716
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https://github.com/huggingface/datasets/pull/8716
5,656,641,491
PR_kwDODunzps8AAAABGBWxtw
8,716
Allow IterableDataset.push_to_hub num_shards above dataset.num_shards
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2026-10-01T03:50:02
2026-10-01T03:50:02
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CONTRIBUTOR
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Resolves #7047, following @lhoestq's note there that `IterableDataset.push_to_hub` only accepts `num_shards <= dataset.num_shards`. Before this change, asking for more output shards than the dataset has failed with `IndexError: list index out of range`, because the work was split by source shard. When more shards are...
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https://api.github.com/repos/huggingface/datasets/issues/8715
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https://github.com/huggingface/datasets/pull/8715
5,647,881,786
PR_kwDODunzps8AAAABF6U24Q
8,715
Fix Json casts of mixed encoded and plain strings
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2026-09-30T14:15:45
2026-09-30T14:15:45
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NONE
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`Json.cast_storage` samples five strings and makes one encoding decision for the entire array. Mixed JSON text and plain strings therefore either double-encode valid JSON or leave later plain strings invalid, depending on row order and casting batch size. Use the existing `Json.encode_example` rule for each `pa.Stri...
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https://api.github.com/repos/huggingface/datasets/issues/8714
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5,647,821,325
I_kwDODunzps8AAAABUKLqDQ
8,714
Casting mixed JSON and plain strings to Json depends on row order and batch size
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[ "#self-assign\n\nI have reproduced this on current main and prepared a focused fix using the existing per-value encoding rule, with regression tests for both row orders and multiple batch sizes." ]
2026-09-30T14:11:42
2026-09-30T14:12:11
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### Describe the bug Casting a string column containing both JSON-encoded values and plain strings to `Json()` gives different results depending on row order and `batch_size`. A plain string among the first five rows makes valid JSON values decode as strings; a plain string after those rows is left unencoded and raise...
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https://api.github.com/repos/huggingface/datasets/issues/8713
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5,645,210,412
I_kwDODunzps8AAAABUHsTLA
8,713
JSON loader turns strings like "123" or "null" into other types in inferred Json columns
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2026-09-30T10:45:57
2026-09-30T10:45:57
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When a JSON Lines column mixes objects and strings, `load_dataset("json")` infers `Json()` for it, and any string in that column that happens to be valid JSON comes back decoded. For example rows `{"a": {"b": 1}}`, `{"a": "123"}`, `{"a": "null"}`, `{"a": "true"}`, `{"a": "hello"}` load back as `{'b': 1}, 123, None, Tr...
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https://api.github.com/repos/huggingface/datasets/issues/8712
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5,639,261,481
PR_kwDODunzps8AAAABFzanzA
8,712
Keep Json fields inside a struct from being double-encoded when some struct rows are null
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8712). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-09-30T01:08:15
2026-09-30T15:10:53
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A `Json()` field inside a struct is double-encoded for every row when any struct row in the batch is null. Reads then return the raw JSON text instead of the decoded object: ```python from datasets import Dataset, Features, Json, Value features = Features({"s": {"x": Json(), "y": Value("int64")}}) ds = Dataset.from_d...
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5,639,217,997
PR_kwDODunzps8AAAABFzYf3A
8,711
Advance the user-supplied generator in Dataset.train_test_split even on cache hits
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2026-09-30T01:02:54
2026-09-30T01:02:54
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`Dataset.train_test_split(generator=g)` has the same cache-hit problem that #8589 fixed for `Dataset.shuffle`. The #8589 description mentions it as a follow-up. When a dataset has cache files and the split indices are already cached, `train_test_split` returns before it calls `generator.permutation(...)` (or the strat...
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https://api.github.com/repos/huggingface/datasets/issues/8710
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5,627,489,595
PR_kwDODunzps8AAAABFp_x3w
8,710
Fix string_to_dict with unrelated regex capture groups
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2026-09-29T08:22:10
2026-09-29T08:22:10
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Fixes #8709. `string_to_dict` zipped every regex capture group to the format field names, so a pattern whose own groups came first (for example `(train|test)/{name}`) mapped the field to the wrong group - `name` got `"train"` instead of the real value. Read each field from its named group (`result.group(f"_{key}")`)...
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5,627,431,520
I_kwDODunzps8AAAABT2vKYA
8,709
string_to_dict maps fields to unrelated regex capture groups
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2026-09-29T08:17:13
2026-09-29T08:19:03
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## Problem `string_to_dict` creates named groups for format fields, but builds the result by zipping field names with every regex capture. An unrelated capturing group shifts the values. ## Reproduction ```python from datasets.utils.py_utils import string_to_dict print(string_to_dict("train/alice", "(train|test)/{na...
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8,708
Raise instead of hanging on a probability-0 source without replacement
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2026-09-29T04:06:24
2026-09-29T04:06:24
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Anyone who passes `probabilities` with a 0 weight together with `stopping_strategy="all_exhausted_without_replacement"` to `interleave_datasets` on map-style datasets gets a call that never returns: the source with probability 0 is never drawn, so it is never marked exhausted and the sampling loop keeps drawing forever...
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8,707
Fix epoch iteration after skipping or taking a streaming subset
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2026-09-28T21:03:44
2026-09-28T21:03:44
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Fixes #8706. After `skip()` or `take()`, iterating an `IterableDataset` at a nonzero epoch currently raises `DataSourcesShufflingDisallowed`. Preserve the frozen shard order during epoch preparation, while still updating shuffle-buffer RNGs. Shift RNGs on shallow copies of the iterable wrappers so the stored pipeline...
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8,706
IterableDataset skip/take fails when iterating a nonzero epoch
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2026-09-28T21:02:12
2026-09-28T21:02:12
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### Describe the bug After `IterableDataset.skip()` or `take()`, iteration works at epoch 0 but raises `DataSourcesShufflingDisallowed` after `set_epoch(1)`. This also affects a frozen subset with a shuffle buffer, so a multi-epoch data-loading loop stops when it starts its second epoch. Reproduced with Datasets 5.0....
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5,608,735,312
I_kwDODunzps8AAAABTk6CUA
8,705
Skip constructing disabled `hf_tqdm` progress bars in `map_nested` and `_single_map_nested`
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2026-09-28T03:09:12
2026-09-28T14:50:49
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### Describe the problem `map_nested()` in `src/datasets/utils/py_utils.py` is called for every example by the tensor formatters (such as `TorchFormatter.recursive_tensorize()`) with `disable_tqdm=True` (the default). However, `map_nested()` unconditionally wraps its input iterable in `hf_tqdm(iterable, disable=disabl...
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5,608,713,007
I_kwDODunzps8AAAABTk4rLw
8,704
Avoid repeated `np.lib.NumpyVersion(np.__version__)` parsing per column/row in `NumpyArrowExtractor._arrow_array_to_numpy`
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2026-09-28T03:06:21
2026-09-28T14:50:09
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### Describe the problem In `src/datasets/formatting/formatting.py`, `NumpyArrowExtractor._arrow_array_to_numpy()` checks the installed NumPy version on every call by evaluating: ```python if np.lib.NumpyVersion(np.__version__) >= "2.0.0b1": ``` When iterating a formatted `IterableDataset` (e.g., `.with_format("torc...
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5,607,247,411
PR_kwDODunzps8AAAABFZyNpQ
8,703
Cap lock filename so the total path stays under MAX_PATH on Windows
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2026-09-27T23:30:18
2026-09-27T23:30:18
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Fixes #8702. On Windows, the builder lock flattens the entire absolute cache dir into the lock *filename*, roughly doubling the total path — so `load_dataset()` dies with `[WinError 206] The filename or extension is too long` at cache dirs of ~85+ chars (a OneDrive Documents folder is enough), long before anything els...
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8,702
Windows: `load_dataset` fails with WinError 206 for moderately deep `cache_dir` because the lock filename duplicates the whole path
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2026-09-27T23:29:09
2026-09-27T23:29:09
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### Describe the bug On Windows, `load_dataset()` fails with `FileNotFoundError: [WinError 206] The filename or extension is too long` for cache directories that are only moderately deep (~85+ characters, e.g. a OneDrive Documents folder), well before Windows' actual 260-character `MAX_PATH` limit would justify it. C...
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5,607,088,434
PR_kwDODunzps8AAAABFZqTkQ
8,701
Implement __arrow_array__ on PandasArrayExtensionArray so ArrayXD columns can go back from pandas to Arrow
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8701). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-09-27T23:04:45
2026-09-30T15:06:19
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Fixes #8699 `Dataset.to_pandas()` returns ArrayXD columns as `PandasArrayExtensionArray`, but that extension array never implemented pyarrow's `__arrow_array__` protocol, so `pa.Table.from_pandas` raised `ArrowTypeError: Did not pass numpy.dtype object`. This broke `Dataset.from_pandas(ds.to_pandas())` and `ds.with_fo...
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8,700
Fix torchcodec docs links
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2026-09-27T23:04:36
2026-09-30T15:04:01
2026-09-30T15:04:01
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CONTRIBUTOR
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The torchcodec documentation moved from `docs.pytorch.org/torchcodec/` to `meta-pytorch.org/torchcodec/`; the `AudioDecoder` link in `audio_load.mdx` and the `VideoDecoder` link in `video_load.mdx` currently 404. Both new URLs verified live.
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8,699
Dataset.from_pandas and pandas-formatted map fail on ArrayXD columns: PandasArrayExtensionArray has no __arrow_array__
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2026-09-27T23:04:23
2026-09-27T23:04:23
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### Describe the bug `Dataset.to_pandas()` returns `Array2D`/`Array3D`/... columns as `datasets.features.features.PandasArrayExtensionArray`. That pandas extension array does not implement pyarrow's `__arrow_array__` protocol, so converting such a DataFrame back to Arrow raises `ArrowTypeError: Did not pass numpy.dtyp...
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5,604,478,773
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8,696
Fix DatasetInfosDict metadata overwrite
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2026-09-27T16:50:29
2026-09-27T16:50:29
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**Fix DatasetInfosDict metadata overwrite** ## Summary `DatasetInfosDict.write_to_directory(..., overwrite=True)` raises `AttributeError: 'dict' object has no attribute 'to_dataset_card_data'` for nonempty input. The writer initializes its collection as a plain `dict`; if a legacy `dataset_infos.json` exists, ...
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8,695
Keep take/skip counts when there are more DataLoader workers than shards
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2026-09-27T14:33:05
2026-09-27T14:33:05
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With more DataLoader workers than shards, `IterableDataset.take(n)` yields fewer than `n` examples and `skip(n)` skips fewer than `n`: ```python import torch from datasets import Dataset ds = Dataset.from_dict({"id": list(range(10_000))}).to_iterable_dataset(num_shards=1) for name, pipe in [("take(1000)", ds.take(100...
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8,694
[docs] Fix HF_HOME example in cache guide
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2026-09-27T13:16:48
2026-09-30T15:08:01
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The cache guide's `HF_HOME` example sets `HF_HOME="/path/to/another/directory/datasets"`, but `HF_HOME` is the root of all Hugging Face caches and the library appends `datasets` itself, so the example puts the datasets cache in `.../datasets/datasets`. Truth, `src/datasets/config.py`: ```python HF_CACHE_HOME = os.pat...
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fix: use Sequence instead of List for PathLike type annotations (fixes #5354)
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2026-09-27T07:40:58
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## Description This PR addresses issue #5354 by changing the type annotation for path_or_paths parameters from Union[PathLike, list[PathLike]] to Union[PathLike, Sequence[PathLike]] in rrow_dataset.py. ## Changes - Updated 4 method signatures in src/datasets/arrow_dataset.py: - rom_csv - rom_json - rom_par...
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8,692
Fix schema alignment for buffered single-row Arrow tables
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2026-09-27T01:23:38
2026-09-27T01:23:38
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Buffered `ArrowWriter.write_row` calls concatenate the input tables before the usual schema cast. Compatible rows therefore fail when their columns arrive in a different order or a later row omits a column. This also breaks `load_dataset("json", ...)` for one-record JSON files, even though the same records work with im...
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8,691
Fix OverflowError for uint64 values above the int64 range
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2026-09-26T21:13:02
2026-09-26T21:13:02
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Fixes #6007. A `Value("uint64")` column cannot hold values above `2**63 - 1` when the data arrives as Python ints, which is how 64-bit hashes (simhash, minhash, xxhash64) usually arrive: ```python from datasets import Dataset, Features, Value features = Features({"simhash": Value("uint64")}) ds = Dataset.from_dict({...
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8,690
Raise a clear error for out-of-bounds IterableDataset.shard arguments
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2026-09-26T17:00:09
2026-09-26T17:00:15
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## Problem `IterableDataset.shard` documents that *"n should be less or equal to the number of shards in the dataset `dataset.num_shards`"*, but violating that (or passing `index >= num_shards`) crashes with an **opaque `IndexError`** from deep inside `_merge_gen_kwargs`: ```python >>> from datasets import IterableDa...
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8,689
Accept numpy integers in ClassLabel.int2str
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2026-09-26T16:22:34
2026-09-26T16:22:40
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## Problem `ClassLabel.int2str` rejects numpy integer scalars even though the error message itself advertises numpy support: ```python >>> from datasets import ClassLabel >>> import numpy as np >>> cl = ClassLabel(names=["negative", "positive"]) >>> cl.int2str(np.int64(0)) ValueError: Values 0 should be an integer or...
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8,688
Cast large_string and string_view storage in ClassLabel
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2026-09-26T02:38:49
2026-09-26T02:38:49
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ClassLabel.cast_storage decided whether to map label names to ids with isinstance(storage, pa.StringArray). pa.LargeStringArray and pa.StringViewArray are not subclasses of pa.StringArray, so arrays of those types fell through to array_cast(storage, int64), which tried to parse the label names as integers: Arrow...
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8,687
Forward constructor arguments through the FileLock wrapper
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2026-09-26T02:38:38
2026-09-26T02:38:38
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The wrapper's __init__ took *args, **kwargs. filelock decides which constructor arguments to forward by inspecting the signature of cls.__init__ for parameter names, so timeout, thread_local, blocking, is_singleton, poll_interval and lifetime were all dropped before they reached the parent: FileLock(path, timeout=5).ti...
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fix: forward FileLock constructor arguments so timeout and singleton work
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2026-09-25T23:34:33
2026-09-25T23:34:42
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Fixes #8637 datasets FileLock only declared lock_file plus *args and **kwargs. filelock looks at named parameters on the subclass, so timeout, mode, and is_singleton never reached the lock. The wrapper also wrote a concrete umask mode, and singleton reuse then compared that mode to the unset sentinel and raised. This...
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8,685
Fix streaming dataset features after map/add_column
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[ "I feel like it can be too expensive to always have to infer features, that's why it wasn't implement in the first place, wdyt ?" ]
2026-09-25T15:51:29
2026-09-30T15:05:41
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Fixes #5752 ## What changed? 1. Preserves existing features when `map()` is called without an explicit `features` parameter (including identity functions like `map(lambda x: x)`) 2. Properly removes features for columns specified in `remove_columns` 3. Adds a `feature` parameter to `add_column()` (consistent with the ...
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8,684
Skip constructing disabled tqdm progress bars in map_nested
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2026-09-25T09:13:55
2026-09-28T10:57:17
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Fixes https://github.com/huggingface/datasets/issues/8705 `map_nested` is called for every example by the tensor formatters (e.g. `TorchFormatter.recursive_tensorize`). It wrapped its iterable in an `hf_tqdm` object even when `disable_tqdm=True`, which is the default. The same happened in `_single_map_nested` for ev...
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8,683
Compute the numpy version check once in NumpyArrowExtractor
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2026-09-25T08:50:03
2026-09-28T10:55:04
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Fixes https://github.com/huggingface/datasets/issues/8704 `_arrow_array_to_numpy()` parsed `np.__version__` with `np.lib.NumpyVersion` for every extracted column, i.e. once per column per row when iterating a formatted `IterableDataset`.
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Fix Json.cast_storage double-encoding large_string and string_view columns
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8682). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-09-24T20:55:22
2026-09-30T15:09:28
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`Json.cast_storage` only treats a `pa.StringArray` as already holding JSON text. `large_string` and `string_view` arrays are not subclasses of it, so they fall through to the generic branch and every value gets JSON-encoded a second time. The column then decodes back to plain strings instead of objects, and no error is...
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I_kwDODunzps8AAAABTDqacA
8,681
Casting `large_string` / `string_view` to ClassLabel fails, so `Dataset.from_pandas(df, features=ClassLabel)` breaks with pandas 3
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2026-09-24T20:03:05
2026-09-24T20:03:05
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### Describe the bug `ClassLabel.cast_storage` only maps label strings to ids when the storage is a `pa.StringArray` (`src/datasets/features/features.py`, ~L1195: `elif isinstance(storage, pa.StringArray):`). `pa.LargeStringArray` and `pa.StringViewArray` are not subclasses of it, so they skip the mapping and go strai...
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8,680
Don't import aiohttp when importing datasets
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2026-09-24T18:13:55
2026-09-30T15:11:18
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`import datasets` imports aiohttp just to reference `aiohttp.ClientError` in the two retry `except` clauses in `file_utils.py`. That's about 50 ms of a ~470 ms import (`python -X importtime -c "import datasets"`), and nothing else imports aiohttp at that point. This looks the error type up when the `except` clause run...
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PR_kwDODunzps8AAAABE86e4Q
8,679
Fix Dataset.select OverflowError on negative indices
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2026-09-24T14:40:00
2026-09-24T14:40:00
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## Description `Dataset.__getitem__` accepts Python negative indices (`ds[-1]`, `ds[[-1]]`), and `_check_valid_indices_value` already allows them in `select`. Building the indices mapping still passed those values to `pa.array(..., type=uint64)`, which raised `OverflowError`. Resolve negatives to absolute positions b...
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8,678
Bump huggingface_hub upper bound to <3.0 (datasets)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8678). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-09-24T12:24:34
2026-09-24T14:40:02
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CONTRIBUTOR
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### Requires `transformers` release for CI to pass (i.e. https://github.com/huggingface/transformers/pull/49083) --- Allow `huggingface_hub` 2.x by bumping the upper bound to `<3.0` (lower bound unchanged). `huggingface_hub` 2.0 was just released ([release notes](https://github.com/huggingface/huggingface_hub/...
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8,677
Fix inverted span for minus-strand multi-exon GenBank locations
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[ "good catch ! cc @behroozazarkhalili for viz \r\n\r\nrelated to https://github.com/huggingface/datasets/pull/7951", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8677). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 da...
2026-09-24T02:24:28
2026-09-30T17:08:47
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## What was wrong `GenBank._parse_location_node` computes the aggregate span of a `join`/`order` location from the *positional* first and last parts: ```python location["start"] = located[0]["start"] location["end"] = located[-1]["end"] ``` This assumes the parts are listed in ascending genomic order. They are not f...
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8,676
Fix JSON loader when mixed-shape JSONL chunks differ by keys
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[ "I feel like it could hold too much data in memory for this, and in this case increasing the chunksize should work no ?", "Increasing `chunksize` works for the small repro (at 1000 it stays one chunk). On a large sorted file the default 10MB still splits shape A from B, so concat fails the same way.\n\nAgree hold...
2026-09-24T01:24:26
2026-10-01T01:18:01
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Fixes #8675. `load_dataset("json")` inferred each JSONL chunk on its own, then cast later chunks onto the first chunk's columns. When `chunksize` split sorted mixed shapes, a later shape with new keys failed that cast. Before taking the schema from the first table, cast every chunk table to the union schema (`pa.unif...
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8,675
load_dataset("json") fails on mixed-shape JSONL when a chunksize boundary separates the shapes
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[ "Hi, I'd like to work on this issue.\n\nI'll first reproduce the failure with a focused test, then investigate how schemas are inferred and aligned across JSONL chunks in `Json._generate_tables`.\n\nMy initial approach is to make chunked loading consistent with single-chunk loading by unifying the columns and filli...
2026-09-23T23:31:51
2026-09-24T00:46:12
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### Describe the bug `load_dataset("json")` raises `DatasetGenerationError` ("column names don't match") on a valid JSONL file that mixes two record shapes, whenever the default 10MB `chunksize` splits the file so that different chunks see different sets of columns. The JSON loader reads the file in `chunksize` batch...
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5,553,887,490
PR_kwDODunzps8AAAABEwNmCg
8,674
Key parquet column options by leaf path so nested columns get compressed
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8674). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-09-23T13:07:47
2026-09-30T15:14:12
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CONTRIBUTOR
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Fixes #8671 ## Summary `pq.ParquetWriter` matches per-column `compression` / `use_dictionary` / `column_encoding` against the leaf column paths (`train.list.element.input...`), but both `ParquetWriter._build_writer` and `ParquetDatasetWriter._write` keyed them by top-level feature name. Nested list/struct columns nev...
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