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https://api.github.com/repos/huggingface/datasets/issues/8049
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https://github.com/huggingface/datasets/pull/8049
4,032,135,159
PR_kwDODunzps7IZR_m
8,049
Fix typos in iterable_dataset.py
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2026-03-06T04:20:52
2026-03-06T04:21:10
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Fixes #8038
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4,031,613,102
I_kwDODunzps7wTYiu
8,048
Support 3D Datasets
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2026-03-06T01:23:08
2026-03-06T11:57:06
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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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4,030,434,134
PR_kwDODunzps7IUKWg
8,047
fix: handle nested null types in feature alignment for multi-proc map
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2026-03-05T20:28:50
2026-03-05T20:29:41
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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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4,030,348,328
I_kwDODunzps7wOjwo
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 ...
2026-03-05T20:12:13
2026-03-05T20:12:35
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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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4,028,881,818
PR_kwDODunzps7IPA1N
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...
2026-03-05T15:13:53
2026-03-06T11:47:00
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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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4,028,042,275
PR_kwDODunzps7IMNl4
8,044
Fix silent data loss in push_to_hub when num_proc > num_shards
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2026-03-05T12:52:39
2026-03-05T12:52:39
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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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4,027,936,170
PR_kwDODunzps7IL3IJ
8,043
Add features parameter to IterableDatasetDict.map
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2026-03-05T12:30:46
2026-03-05T12:30:46
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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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4,027,903,841
PR_kwDODunzps7ILwT5
8,042
Fix schema enforcement in streaming _convert_to_arrow
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2026-03-05T12:23:47
2026-03-05T12:23:47
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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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4,027,152,089
PR_kwDODunzps7IJPKo
8,041
Use num_examples instead of len(self) for iterable_dataset's SplitInfo
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2026-03-05T09:54:26
2026-03-05T09:54:26
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Fixes a bug (crash) when pushing individual splits to a repo which has pre-existing data.
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4,025,912,223
PR_kwDODunzps7IFFnG
8,040
Fix the logic for allowed extensions when creating build configurations (#8034)
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2026-03-05T05:32:45
2026-03-05T05:32:45
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see #8034
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PR_kwDODunzps7IEv9Z
8,039
Fix non-deterministic by sorting metadata extensions (#8034)
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see #8034
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8,038
Typo in iterable_dataset.py
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2026-03-04T05:37:15
2026-03-04T05:37:15
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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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4,008,928,790
I_kwDODunzps7u82YW
8,037
IterableDataset.filter() chaining fails due to features being lost when is_typed=True
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2026-03-02T02:30:24
2026-03-02T02:30:24
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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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2026-03-01T10:56:18
2026-03-01T10:56:18
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fixes #8029
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8,035
Update links in README to use markdown format
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2026-02-28T23:16:20
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I_kwDODunzps7uqxFr
8,034
[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%|████...
2026-02-28T08:11:23
2026-03-04T13:50:08
null
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NONE
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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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PR_kwDODunzps7G-QP1
8,033
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...
2026-02-28T05:07:00
2026-02-28T21:32:44
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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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release: 4.6.1
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Remove tmp file in push to hub
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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...
2026-02-27T16:05:30
2026-02-27T23:34:28
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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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8,028
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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Add `Json()` type
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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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## 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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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...
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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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feat: add return_file_name support to Parquet packaged builder
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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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feat: add return_file_name support to CSV packaged builder
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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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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!" ]
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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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3,974,759,572
PR_kwDODunzps7FecuC
8,016
Remove legacy Sphinx roles from docstrings
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2026-02-22T15:06:33
2026-02-23T16:10:21
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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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3,974,281,900
I_kwDODunzps7s4rqs
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...
2026-02-22T11:34:06
2026-02-26T18:09:27
null
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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*...
null
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3,972,099,737
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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...
2026-02-21T14:11:40
2026-02-25T20:07:50
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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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3,964,156,070
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8,013
Add space between sentences 'operation.To debug'
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2026-02-19T17:31:56
2026-02-19T17:31:56
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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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3,963,855,875
I_kwDODunzps7sQ6QD
8,012
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." ]
2026-02-19T16:27:51
2026-02-20T11:58:20
2026-02-20T11:58:20
null
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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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PR_kwDODunzps7E59Pn
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)" ]
2026-02-19T15:12:31
2026-02-19T15:29:29
2026-02-19T15:29:29
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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!" ]
2026-02-19T15:06:09
2026-02-19T15:29:41
2026-02-19T15:29:41
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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." ]
2026-02-18T14:48:39
2026-02-18T15:18:17
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8,008
fix: prevent duplicate keywords in load_dataset_builder (#4910)
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2026-02-16T17:42:30
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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...
2026-02-16T09:11:02
2026-02-16T15:56:21
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### Describe the bug Currently, `torchcodec` don't allow extracting `Audio` from `Video` https://github.com/meta-pytorch/torchcodec/issues/1158, but when I upload videos with audio to hub using `videofolder`, then this is not possible to retrieve audio from it. Probably `VideoDecoder` can be extended with `audio` para...
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Regression: from_generator crashes if one generator call returns no results
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2026-02-15T16:16:48
2026-02-24T13:58:12
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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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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...
2026-02-14T17:28:03
2026-02-25T15:17:18
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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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fix save_to_disk/load_from_disk with pathlib.Path input
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2026-02-13T23:03:55
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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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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." ]
2026-02-13T18:30:56
2026-02-13T18:47:58
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8,002
The `Sequence` class in features do not have "dtype"
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2026-02-13T12:45:19
2026-02-13T12:52:36
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NONE
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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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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." ]
2026-02-10T05:19:53
2026-02-16T15:29:49
2026-02-16T15:29:49
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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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Too many dataloader workers: 4 (max is dataset.num_shards=3). Stopping 1 dataloader workers.
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[ "Hi, thanks for the clear question and code snippet!\n\nFrom my understanding, **hf_dataset.num_shards** represents the number of actual iterable partitions that the streaming dataset can be read from in parallel. This is not the same as the number of underlying Parquet files—many files can be grouped into a much s...
2026-02-09T09:26:37
2026-02-15T14:25:56
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Hi ! I’m working on training with a large-scale dataset (100+ Parquet files) using lazy loading, and I’m struggling to understand/optimize the num_shards setting— in the lerobot repo: streaming_datasets.py: ``` from datasets import load_dataset self.hf_dataset: datasets.IterableDataset = load_dataset( self....
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[doc] Inconsistant ENV VAR Name for Progress Bar Toggle
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2026-02-08T12:16:44
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Code uses env var name `HF_DATASETS_DISABLE_PROGRESS_BARS`. https://github.com/huggingface/datasets/blob/025593f2f0722f31fc136e0ae45da4ff44d4416a/src/datasets/config.py#L221-L226 Docstrings and warnings report env var name `HF_DATASETS_DISABLE_PROGRESS_BAR` without the ending `S`. https://github.com/huggingface/data...
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fix: Dataset.map writer initialization when first examples return None
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[ "Closing in favor of #7996 which addresses the same issue with the same fix." ]
2026-02-08T07:02:00
2026-02-11T08:23:06
2026-02-11T08:23:06
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Fixes #7990 ## Summary When Dataset.map is called and the first examples processed return None, the writer is never properly initialized, causing a ValueError. ## Changes - Modified _map_single to initialize the writer early if the first batch returns empty results - Ensures writer is set before the first call to w...
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Fix Dataset.map writer initialization when early examples return None
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[ "Friendly ping - any chance someone could take a look at this when they get a chance? Happy to make any changes if needed." ]
2026-02-08T05:52:45
2026-02-19T04:58:58
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## Summary Fixes #7990 This PR fixes a bug in `Dataset.map()` where the writer initialization was incorrectly tied to the index being 0, causing crashes when the map function returns `None` for the first few examples and later returns a dict. ### Changes - **Non-batched mode** (line 3676): Changed from `if i == 0:...
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7,995
Bump fsspec upper bound to 2026.2.0 (fixes #7994)
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[ "Apologize for the ping @lhoestq but I wanted to know whether this is something you could look into? And more generally whether you have a policy to regularly bump fsspec? Thanks 🙏", "thanks for opening a PR, I'm triggering the CI and I'll merge if it's all green :)", "The docs for this PR live [here](https://...
2026-02-08T05:43:15
2026-02-16T15:28:59
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Fixes #7994 and e.g. “Bumps fsspec upper bound so the latest version can be used; CI will validate compatibility.”
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7,994
Bump fsspec upper bound constraint
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2026-02-06T11:37:54
2026-02-16T15:29:00
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Would it be possible to bump fsspec upper bound to the latest (2026.2.0)? I saw you had some API compat issues in the past (https://github.com/huggingface/datasets/issues/7326) and I understand the need for an upper bound. But I wonder if you think your CI and tests are a good proxy to catch fsspec API breakage? If t...
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7,993
:sparkles: Add 'SparseCsv' builder and 'sparse_collate_fn' for efficient high-dimensional sparse data loading
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2026-02-04T21:59:39
2026-02-04T22:00:48
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This PR introduces a new dataset builder, SparseCsv, designed to handle "wide" tabular datasets (e.g., 100k+ columns common in transcriptomics, sparse NLP features, or recommender systems) that are typically too large to load into memory as dense Arrow tables. It also adds a utility function, `sparse_collate_fn`, to...
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Add `IterableDataset.reshard()`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7992). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-04T18:24:41
2026-02-04T18:55:38
2026-02-04T18:55:35
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To increase the number of shards of a dataset, you can use [`IterableDataset.reshard`]: ```py >>> dataset IterableDataset({ features: ['label', 'title', 'content'], num_shards: 4 }) >>> dataset.reshard() IterableDataset({ features: ['label', 'title', 'content'], num_shards: 3600 }) ``` ...
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list(api.list_datasets()) giving jsondecode error
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2026-02-04T14:39:46
2026-02-05T10:30:09
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i am using the python api wrapper to list all datasets available on hugging face. This is for research, and i need all datasets to determine which % have language tags and other related questions requiring the total list. However, the following code that worked a few months ago: ``` from huggingface_hub import HfApi a...
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7,990
Dataset.map crashes when first examples return None and later examples return dict — writer not initialized
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2026-02-04T10:43:20
2026-02-04T10:43:20
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### Describe the bug I detected a serious [bug from datasets/arrow_dataset.py](https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L3676) --- **Description of the bug** `Dataset.map` crashes with `writer is None` when the map function returns `None` for the first few examples and a diction...
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Remove pre-release workaround in CI for `transformers v5` and `huggingface_hub v1`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7989). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-04T09:42:49
2026-02-04T15:20:04
2026-02-04T15:20:02
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This PR removes workaround for pre-release `transformers v5.*` / `huggingface_hub v1.*` in `test_py314_future` job since they are now officially released. cc @Wauplin just for viz since you introduced this in https://github.com/huggingface/datasets/pull/7783.
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`Dataset.map()` breaks when `function` calls `import polars as pl` and `num_proc`>1: "UnboundLocalError: cannot access local variable 'pl' where it is not associated with a value"
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2026-02-04T08:42:23
2026-02-24T14:08:16
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### Describe the bug # Repro These two conditions seem to consistently reproduce the issue: - function passed to `Dataset.map()` explicitly or implicitly calls `import polars as pl` - `num_proc` > 1 # Trace ``` RemoteTraceback Traceback (most recent call last) RemoteTraceback: """ Traceback...
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Fix index out of bound error with original_shard_lengths.
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2026-02-04T05:20:43
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I have gotten the following error ``` original_shard_lengths[original_shard_id] += 1 ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^ IndexError: list index out of range ``` Not sure what causes it, but this fixes the error. This may not be the proper fix for the root cause though.
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`Dataset.map()` causes cache miss/fingerprint change when closure captures self containing non-deterministic state.
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[ "I suggest metion this in docs specifically for attention with use, tell users explicitly to pass arguments with `fn_kwargs` param or using `functools.partial` to create a pure funcion." ]
2026-02-03T19:16:49
2026-02-06T08:38:13
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### Describe the bug When using `.map()` with a function defined inside a **class (of which has any non-deterministic states)** method (a closure), if that function captures `self` to access a configuration variable (e.g., self.foo), the fingerprint mechanism serializes the entire class instance state. If the class i...
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Remove unused data files optims
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this fixes module inference when there are many metadata files e.g. the lance dataset at https://huggingface.co/datasets/davanstrien/encyclopaedia-britannica-lance has > 200 metadata files those optims are not used anymore, they come from a time we were dealing with slow data files iterators instead of lists
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Add Zarr streaming support (POC)
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Add initial Zarr streaming support (POC). This introduces a `zarr` packaged module and docs/tests to validate basic loading. Note: I pushed a follow-up commit to fix an accidental duplication in `benchmarks/benchmark_zarr_streaming.py` (file now contains a single benchmark script).
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Fix unstable tokenizer fingerprinting (enables map cache reuse)
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Fix unstable dataset fingerprinting when hashing `PreTrainedTokenizerFast`. Some tokenizers backed by `tokenizers.Tokenizer` mutate runtime settings (padding/truncation) when called, which can change the serialized state and make dataset fingerprints unstable. That prevents `.map(load_from_cache_file=True)` from reusi...
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EOL was a few months ago, and transformers doesn't support 3.9 anymore
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write parquet data to temp files on disk prior to upload to save memory this is enabled for for datasets loaded using streaming=True/False
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Fix 4910 kwargs
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Fix #4910 : Merge duplicate kwargs in `load_dataset_builder()` Problem: load_dataset("dataset", base_path="./data")` gives TypeError("multiple values for keyword 'base_path') Fix: {**builder_kwargs, **config_kwargs} to user kwargs override dataset defaults Repro : python Before: TypeError load_dataset("r...
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Updated get_dataset_config_names returning default in offline mode
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When a dataset is cached and accessed in offline mode, get_dataset_config_names was returning default instead of the actual cached config names. This happened because CachedDatasetModuleFactory.get_module returned a DatasetModule without builder_configs_parameters, causing the fallback to default in get_dataset_config_...
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Write image/audio/video blobs as is in parquet (PLAIN)
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following #7971
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Docs: add a minimal `Dataset.from_dict` example. This helps new users discover the most direct way to build a small dataset from in-memory Python data. Docs-only change.
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Fix duplicate kwargs in load_dataset_builder
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[ "Quick ping on this one. Happy to update anything if you want changes." ]
2026-01-31T07:00:39
2026-03-03T09:39:50
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Avoid passing duplicate keyword arguments to `load_dataset_builder`. Some module factories provide values in `builder_kwargs` (e.g. `base_path`), and users can also pass the same keys via `config_kwargs`, which raises: `TypeError: ... got multiple values for keyword argument ...`. Fix: if `config_kwargs` is provided,...
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Fix resolve_pattern for local symlinked files
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[ "Hi! It looks like the GitHub Actions check suites for this PR are in `action_required` (no workflows actually ran). This is usually due to fork workflow approval.\n\nCould a maintainer please approve/run the workflows so CI can execute? Happy to address anything CI flags once it runs.", "The docs for this PR liv...
2026-01-31T06:04:51
2026-03-03T09:39:33
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Fix `resolve_pattern` for *local symlinked files*. Problem: on the local `file://` filesystem, `fsspec` can report symlinks as `type=="other"` and omit the `islink` flag, so symlinked files are skipped. Fix: when `protocol=="file"`, treat `os.path.islink(filepath)` as a link candidate and include it if it resolves to...
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feat: implement iter_arrow for skip, take and step iterables
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2026-01-30T05:47:13
2026-02-17T06:56:40
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This commit optimizes streaming operations by implementing [_iter_arrow](cci:1://file:///c:/Users/ASUS/Desktop/datasets/src/datasets/iterable_dataset.py:377:4-391:57) for [SkipExamplesIterable](cci:2://file:///c:/Users/ASUS/Desktop/datasets/src/datasets/iterable_dataset.py:1798:0-1892:42), [TakeExamplesIterable](cci:2:...
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push_to_hub() for videos
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7971). 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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possible now that row group sizes are auto-determined based on the content size after https://github.com/huggingface/datasets/pull/7589 Videos are uploaded as PLAIN in Parquet to make sure they can be seeked remotely and with random access to frames in https://github.com/huggingface/datasets/pull/7976 In the futu...
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3,869,700,866
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cast_column(..., Audio) fails with load_dataset("csv",)
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[ "The following code *does* work:\n```py\nfrom datasets import load_dataset,Audio,Features\n\ndataset = load_dataset(\"csv\",data_files=\"audio.csv\",features=Features({\"audio\": Audio()}))\nprint(dataset[\"train\"][0][\"audio\"])\n```", "Thanks for reporing ! Are you using pandas v3 by any chance ? The CSV loade...
2026-01-29T09:33:35
2026-01-29T22:24:14
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### Describe the bug Attempt to load a dataset from a csv with a single `audio` column with a single row with a path to an audio file fails when casting the column to Audio, but the exact same dataset created from a dictionary succeeds. ### Steps to reproduce the bug 1. Have any valid audio file `audio.wav` 2. Have ...
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Count examples in lance
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7969). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-01-28T12:00:37
2026-01-28T13:00:26
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```python In [1]: from datasets import load_dataset_builder, StreamingDownloadManager In [2]: b = load_dataset_builder("lance-format/openvid-lance") Resolving data files: 100%|█| 240/240 [00:00<00:00, 42675.64it/s In [3]: b.count_examples(StreamingDownloadManager()) Out[3]: {'train': 937957} ```
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7,968
Potential conflicting type checks and dead code in `/src/datasets/table.py`
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[ "ConcatenationTable is a subclass of datasets.table.Table but not pa.Table, so it should be fine" ]
2026-01-28T11:34:53
2026-01-28T13:05:28
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When statically analyzing and manually reviewing the code, I noticed a potential logic conflicting in `/src/datasets/table.py` as follows: ``` def to_blocks(table: Union[pa.Table, Table]) -> list[list[TableBlock]]: if isinstance(table, pa.Table): return [[InMemoryTable(table)]] elif isinstance(ta...
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Issue 7756 Fix - multiprocessing hang issue with start method check
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2026-01-28T05:02:20
2026-01-31T18:26:03
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Added a fix to prevent multiprocessing hangs by checking the start method. Detects bad multiprocessing start_method, fallback happens. https://github.com/huggingface/datasets/issues/7756
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Infer types from lance blobs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7966). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-01-27T18:00:25
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Ex: infer Video() type in https://huggingface.co/datasets/lance-format/openvid-lance and Image() type in https://huggingface.co/datasets/lance-format/laion-1m ```python from datasets import load_dataset ds = load_dataset("lance-format/laion-1m", streaming=True, split="train") print(ds.feature["image"]) # Image...
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`huggingface_hub.errors.HfHubHTTPError: 404 Client Error: Not Found for url` when fetching a dataset with `datasets.load_dataset`
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[ "Hi ! Yes you should use `cornell-movie-review-data/rotten_tomatoes` instead of `rotten_tomatoes`, which is the legacy name. Those datasets have been moved under their actual owners accounts some time ago (but we were keeping the old names as aliases)\n\nSome other impacted names are:\n- `imdb` -> `stanfordnlp/imdb...
2026-01-27T02:20:31
2026-01-28T15:14:50
2026-01-28T15:14:50
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Not a bug but a question. We started getting the following error: https://github.com/mlflow/mlflow/actions/runs/21368603305/job/61506951617 ``` ests/data/test_huggingface_dataset_and_source.py::test_from_huggingface_dataset_constructs_expected_dataset_with_revision - huggingface_hub.errors.HfHubHTTPError: 404 Client ...
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handle blob lance
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7964). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-01-26T22:56:24
2026-01-26T22:59:18
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following #7913
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Support null in json string cols
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2026-01-26T17:31:55
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fix for https://huggingface.co/datasets/arcprize/arc_agi_v2_public_eval
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Use Sequence instead of list in Dataset.from_parquet type hints
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[ "Thank you for the review!\r\n\r\nI’ve updated the implementation to:\r\n- Use Sequence from collections.abc as per project conventions\r\n- Restore backward compatibility with Union[PathLike, Sequence[PathLike]]\r\n- Keep the columns annotation as Optional[Sequence[str]]\r\n\r\nThe fixes are pushed. Please let me ...
2026-01-26T17:01:47
2026-02-04T06:47:52
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This PR updates type annotations in Dataset.from_parquet to use Sequence instead of list to avoid mypy invariant type issues, as discussed in issue #5354.
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Revert "feat: avoid some copies in torch formatter (#7787)"
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7961). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-01-23T15:13:01
2026-01-23T15:16:01
2026-01-23T15:15:33
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This reverts commit c412a6f5a50955e141c5169bf7abe005d10228d2 (I assume it was ai generated which makes it hard for me to review and make sure it doesn't have bad edge cases, but lmk if it wasn't, anyways it didn't take into account the torch kwargs which are responsible for sending the data to the correct device)
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docs: fix grammar and add type hints in splits.py
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This PR improves the documentation in src/datasets/splits.py by: Fixing pluralization/grammar errors in docstrings (Lines 62, 73, 403). Adding Python type hints to the NamedSplit constructor for better code quality. Verified with ruff format and ruff check.
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[CUDA Tensors Not working in ~v4.5.0] set_format(type="torch", device="cuda") returns cpu
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[ "@lhoestq tagging you here as you were on the previous issue, hope that's fine. ", "Thanks for reporting, let me take a look", "I reverted this change which caused the issue #7961 , I'll do a new release soon but in the meantime feel free to install `datasets` from source", "@lhoestq thanks a lot. I am actual...
2026-01-23T12:06:48
2026-03-04T13:17:28
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### Describe the bug The problem is that when calling: ```ds.set_format(type="torch", columns = ["input", "labels"], device="cuda")``` The device type of the individual datapoints is now: `cpu` as opposed to `cuda:0`. With `v4.0.0` it still works. With `v4.5.0` it doesn't work anymore. Related Issue: https://github...
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Fix all exhausted without replacement
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[ "Hi maintainers 👋 \r\nThis PR fixes `all_exhausted_without_replacement` to ensure all samples are emitted exactly once, \r\nand adds a regression test reproducing the reported issue.\r\n\r\nHappy to adjust the implementation or split changes if you’d prefer.\r\nThanks!\r\n", "We just merged https://github.com/...
2026-01-21T18:47:32
2026-01-23T16:09:28
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Fix interleave_datasets "all_exhausted_without_replacement" stopping strategy - Corrected logic to ensure each sample is picked exactly once when using stopping_strategy="all_exhausted_without_replacement". - Adjusted boolean stopping condition to properly track dataset exhaustion. - Added test to verify the l...
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Is the 10k files / folder limit a hard limit for a dataset repo?
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[ "Yes, that's a hard limit. Can you split your files into different folders? Or we'll probably have a new repo type in the near to mid future that will relax this limit a bit. ", "Thanks! Working around this with a different sharding parameter to have fewer overall fragments (and therefore fewer files in `*.lance/...
2026-01-21T16:37:38
2026-01-22T09:38:38
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### Feature request Can the hard limit of 10k files per folder be extended with acceptable loss in performance? ### Motivation I'm uploading a lance dataset to huggingface hub and have a folder inside lance internals (`data/*.lance/_transactions`) that has > 20k atomic transaction records and my commits are being re...
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Fix interleave_datasets with all_exhausted_without_replacement strategy
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7955). 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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When using interleave_datasets with stopping_strategy="all_exhausted_without_replacement" and probabilities=None, the function was incorrectly falling into the undersampling branch, causing it to stop at min(lengths) instead of continuing until all datasets were exhausted. This fix adds a specific branch to handle t...
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all_exhausted_without_replacement working same as first_exhausted
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### Describe the bug >>> from datasets import Dataset, interleave_datasets >>> d1 = Dataset.from_dict({"a": [0, 1, 2]}) >>> d2 = Dataset.from_dict({"a": [10, 11, 12, 13]}) >>> d3 = Dataset.from_dict({"a": [20, 21, 22]}) >>> dataset = interleave_datasets([d1, d2, d3], stopping_strategy="all_exhausted_without_replacemen...
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#5354: replace list with Sequence in from_parquet type hints
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\This PR replaces `list` type hints with `Sequence` in `from_parquet` to improve type checking. Note: Local pytest errors on Python 3.13 due to removal of `distutils` are unrelated to this change.
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This PR replaces `list` type hints with `Sequence` in `from_parquet` to improve type checking. Note: Local pytest errors on Python 3.13 due to removal of `distutils` are unrelated to this change.
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feat: Add GenBank file format support for biological sequence data
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## Summary Add native support for loading GenBank (.gb, .gbk, .genbank) files, a standard format for biological sequence data with annotations maintained by NCBI. ## Changes - Add `genbank` packaged module with pure Python state machine parser - Register GenBank extensions in `_PACKAGED_DATASETS_MODULES` and `_EXTENSI...
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Add examples for Lance datasets
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## Summary Updated the Lance integration docs to match the official dataset cards and expand coverage of multimodal workflows in `use_with_lance.mdx`. ## Details - Added a Lance format-focused guidance page for multimodal examples: - Stream from the Hub via `datasets` API - Use Lance's dataset API to p...
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This PR adds an optional `return_file_name` parameter to the JSON dataset loader. When enabled, a new `file_name` column is added containing the source file name for each row. Default behavior is unchanged. Changes: - Add `return_file_name` to JsonConfig - Append file name during JSON table generation - Add t...
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