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https://api.github.com/repos/huggingface/datasets/issues/8228
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4,554,008,355
PR_kwDODunzps7g7K93
8,228
fix: stable fingerprint for closures capturing non-deterministic state
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2026-05-30T09:38:59
2026-05-30T09:38:59
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Fixes #7986 When `.map()` uses a closure capturing `self` with non-deterministic state (like UUIDs or loggers), the fingerprint changes every run causing cache misses. Fix: only hash primitive attributes of captured objects instead of the full object. Added a regression test in `tests/test_fingerprint.py`.
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4,550,859,664
PR_kwDODunzps7gxGQw
8,227
Security/Logic Fix: Autonomous Code Review
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2026-05-29T18:50:22
2026-05-29T18:50:22
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## Autonomous Bug Report & Patch This vulnerability and fix were autonomously discovered by the Lucy Red Team swarm. Upon reviewing the provided code snippet from `src/datasets/io/generator.py`, I didn't find any obvious critical bugs. However, there are a few areas that could be improved or clarified: 1. **Do...
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https://api.github.com/repos/huggingface/datasets/issues/8225
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4,541,634,999
PR_kwDODunzps7gSzm4
8,225
Fix single lance file form pylance 7.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8225). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-05-28T15:27:04
2026-05-28T15:33:48
2026-05-28T15:33:46
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fix lance test in CI, due to JSON being picked up instead of lance now that latest_version_hint.json is a thing
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4,534,276,655
PR_kwDODunzps7f6162
8,224
fix: embed_external_files=True for mesh support
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[ "@lhoestq docs are ready.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8224). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-05-27T17:14:11
2026-05-29T15:57:52
null
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CONTRIBUTOR
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## Fix for #8055 This is follow-up PR for fixing a specific issue related to `dataset.push_to_hub(repo_id, embed_external_files=True)` ### Test Conducted ```python from datasets import Features, Image, Mesh, Value, load_dataset repo_id = "VINAY-UMRETHE/My-Mesh-Dataset" dataset = load_dataset("json", ...
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https://api.github.com/repos/huggingface/datasets/issues/8223
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4,530,285,942
PR_kwDODunzps7ftwk8
8,223
DOC: document missing save_infos and max_depth parameters
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2026-05-27T07:04:13
2026-05-27T07:04:13
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## What this fixes Two public API functions were missing parameters from their docstrings: ### 1. `load_dataset()` — missing `save_infos` The `save_infos` parameter has been in the function signature but was absent from the `Args` section of the docstring. When `save_infos=True`, it overrides `verification_mod...
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4,528,837,662
PR_kwDODunzps7fpIh-
8,222
Validate split name before starting download
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2026-05-27T01:54:14
2026-05-27T01:54:14
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## What this fixes Closes #5523. When you pass an invalid split name to `load_dataset()`, the error only surfaces after the entire dataset has already been downloaded. For large datasets that can mean waiting many minutes before seeing a one-liner like: ```python from datasets import load_dataset load_dataset("mozil...
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4,523,496,440
PR_kwDODunzps7fXz19
8,221
chore: enable Dependabot weekly GitHub Actions bumps
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8221). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-05-26T10:31:28
2026-05-26T10:34:16
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## Summary Adds `.github/dependabot.yml` so this repo's pinned GitHub Action SHAs get bumped automatically once a week. All action updates are **grouped into one weekly PR** (not one PR per action) to keep the noise down, and Dependabot waits **7 days after a release before opening the bump** (cooldown). The 7-day co...
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4,508,933,683
PR_kwDODunzps7eqDip
8,220
Support composed splits in streaming datasets
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[ "@lhoestq could you please review this PR when you get a chance?" ]
2026-05-23T16:41:38
2026-05-25T06:05:50
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Fixes #2699 Fixes #4804 This PR adds support for unsliced split composition when loading datasets in streaming mode, e.g. `split="train+validation"`. Previously, `DatasetBuilder.as_streaming_dataset()` only accepted a single split name or returned all splits as an `IterableDatasetDict`, so composed split strings...
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4,508,075,431
PR_kwDODunzps7enWfQ
8,219
Add `.conll` / `.conllu` dataset format loader (CoNLL-2003 / 2000 / U)
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2026-05-23T12:19:24
2026-05-27T14:09:25
2026-05-27T14:09:25
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Closes #7757. ## Summary Adds a `packaged_modules/conll/` builder so `.conll` and `.conllu` files load directly via `load_dataset(...)` without manual parsing scripts. Each row of the loaded dataset corresponds to one sentence, with each configured column produced as a list aligned with the token list. Builder...
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8,218
Include version in DatasetInfo YAML so push_to_hub preserves it
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2026-05-22T10:58:49
2026-05-22T10:58:49
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DatasetInfo._INCLUDED_INFO_IN_YAML controls which fields land in the README.md dataset_info block written by push_to_hub, and it currently omits version. Setting version on a Dataset (e.g. via load_dataset(..., version=...)) and pushing it to the Hub silently drops the version from the rendered front matter, so reloadi...
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Multi-GPU Training with Large Dataset — NCCL Timeouts / Slow Data Loading + Excessive Memory Usage with keep_in_memory=True
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[ "Hi @D222097,\n\nWe have audited the architectural footprint of your multi-GPU training setup. The behaviors you are experiencing are not bugs within the `datasets` library, but rather fundamental limitations of Python's process architecture interacting with hardware topologies. \n\nHere is the clinical breakdown o...
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Hi, I'm training a large dataset using Lerobot (which relies on Hugging Face Datasets) and encountering severe performance issues when scaling to multi-GPU training. ### Problem Description - Unstable/slow data loading + NCCL timeouts - Step time fluctuates drastically: ~1s/step (fast) vs ~45s/step (extremely slow) ...
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Read cached dataset_info.json to populate config_names offline
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## What `get_dataset_config_names` with `HF_DATASETS_OFFLINE=1` returns `['default']` even when the cache contains multiple config subdirectories for the dataset. For example, after caching `cais/mmlu`: ``` $ HF_DATASETS_OFFLINE=1 python -c "import datasets; print(datasets.get_dataset_config_names('cais/mmlu'))" Usin...
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Warn instead of raise when user-provided data_files yields a subset
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Fixes #7867. NonMatchingSplitsSizesError currently fires whenever the loaded split size differs from the expected size, including when the user explicitly passed data_files for a known subset of the dataset. The only user-side workaround is verification_mode='no_checks', which silences ALL checks rather than just the ...
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feat: Add return_file_name parameter to JSON builder (#5806)
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## Description Resolves #5806. This PR introduces an optional `return_file_name` boolean parameter to the packaged JSON builder. When enabled, it injects a `file_name` column into the generated PyArrow tables, allowing downstream users to track exactly which data shard a specific row originated from during interrup...
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update single seg repos in ci
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needed for https://github.com/huggingface/huggingface_hub/releases/tag/v1.16.0.rc0
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docs: surface `repository_structure` earlier in the Get Started flow
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> **Dear maintainer** — this PR has a permanent home with methodology + [opt-out](https://github.com/adv0r/tokens-for-good/blob/main/MAINTAINER_REMOVAL.md) at [tokens-for-good](https://github.com/adv0r/tokens-for-good). A one-line "no thanks" → auto-close + blacklist. Sorry for the notification this edit caused. > > --...
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Fix duplicate keyword arguments
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Fix parquet columns arg
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Fix the error message "The columns and features argument must contain the same columns, but got.." when passing `columns=` to load_dataset on a streaming parquet dataset (with features declared in the README.md) useful e.g. for https://huggingface.co/datasets/jasperai/monet to load the thumbnails without the embeddi...
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Preserve float columns when JSON loader uses `field=`
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Closes #6937. When `load_dataset("json", data_files=..., field="data", ...)` is used, columns whose values are all integer-valued floats (`[0.0, 1.0, 2.0]`) get silently coerced to `int64`. Repro: ```python import tempfile, json from datasets import load_dataset with tempfile.NamedTemporaryFile(mode="w", suffix=".js...
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update readme
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fix docs: use AutoImageProcessor for vision model examples
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[ "Thanks for the clear explanation! Good catch keeping AutoFeatureExtractor \r\nin the audio section since it's still valid there. The vision section \r\nupdate looks correct to me." ]
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swaps AutoFeatureExtractor for AutoImageProcessor in the image preprocessing section of use_dataset.mdx — aligns with the transformers library direction where vision feature extractor references were already replaced in their own docs (see PRs #20111 and #20501). audio section is untouched since AutoFeatureExtractor is...
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8,206
Fix duplicate keyword arguments
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2026-05-17T14:53:18
2026-05-18T11:03:14
2026-05-18T11:03:14
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## Summary This PR fixes a duplicate keyword argument collision in `load_dataset_builder()` when the same parameter is passed through both `builder_kwargs` and `config_kwargs`. Previously, calling `load_dataset()` or `load_dataset_builder()` with arguments such as `base_path` could raise: ```python TypeError:...
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8,205
fix: pass token_per_repo_id to embed_table_storage when pushing shards
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[ "token_per_repo_id is only useful for iterable datasets" ]
2026-05-16T15:12:27
2026-05-18T14:01:36
2026-05-18T14:01:36
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## Summary - Fixes #6348 - When `push_to_hub` is called with a `token`, the per-repo token map (`token_per_repo_id`) is built correctly earlier in the function — but it was never forwarded to `embed_table_storage` during the shard-map step. - This caused a one-line fix: wrap `embed_table_storage` with `functools.parti...
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8,204
Please enable Private Vulnerability Reporting
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2026-05-16T13:28:01
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Hi datasets team, I have a security finding in datasets that I would like to disclose privately. GitHub Private Vulnerability Reporting is currently disabled on this repo. Could you turn it on? It's at Settings > Security > Code security and analysis > Private vulnerability reporting. Once enabled I will file the ful...
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8,203
fix(webdataset): when loading data in WebDataset format using load_datasets during multi-matchines training.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8203). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-05-16T06:41:37
2026-05-18T14:06:27
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## Description Fixes #8201 **The Bug:** During distributed training with `streaming=True`, if a user provides fewer `.tar` files than the number of distributed ranks, some ranks receive an empty list of files. This caused an `IndexError: list index out of range` in `webdataset.py` because the code assumed `tar_pa...
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8,202
fix pathlib.Path support in save_to_disk and load_from_disk
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2026-05-16T01:03:23
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`url_to_fs` from fsspec only accepts strings, but `save_to_disk` and `load_from_disk` in `arrow_dataset.py`, `dataset_dict.py`, and `load.py` pass the user-supplied path directly without converting it, causing a crash when a `pathlib.Path` is provided. Added `str()` conversion at each `url_to_fs` call site so all path-...
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8,201
Encountered an error when loading data in WebDataset format using `load_datasets` during multi-matchines training.
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[ "Hi @aihao2000 ! I was looking into this multi-machine training scenario and just opened a PR (#8203 ) that safely skips feature inference for empty shards during distributed streaming.\n\nplease! Check it out and see if it looks like it will resolve the weird bugs you were hitting!", "it looks like there less da...
2026-05-15T19:21:24
2026-05-20T12:58:57
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### Describe the bug Single-machine training works fine, but multi-machine training throws up all sorts of weird bugs. Help me! ### Steps to reproduce the bug train_dataset = load_dataset( "webdataset", data_files=args.train_dataset, split="train", streaming=True,cache_dir='/dev/shm/.cache' ) args.train...
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replace AutoFeatureExtractor with AutoImageProcessor in docs
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2026-05-15T17:45:15
2026-05-21T02:31:46
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Closes #8199 ## What does this PR do? Replaces `AutoFeatureExtractor` with `AutoImageProcessor` in the image augmentation example in `docs/source/use_dataset.mdx`. For vision models, `AutoImageProcessor` is the recommended API and better reflects current `transformers` conventions. This is consistent with the ...
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8,199
Replace AutoFeatureExtractor with AutoImageProcessor in image preprocessing docs
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[ "I'd like to work on this. I'll open a PR shortly." ]
2026-05-15T17:34:53
2026-05-15T17:56:57
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## Summary The `docs/source/use_dataset.mdx` documentation uses `AutoFeatureExtractor` from `transformers` in its image preprocessing example. For vision models, `AutoImageProcessor` is now the recommended API and better reflects current `transformers` conventions. ## Problem In the [[Apply data augmentations](https...
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Fix/type hints list to sequence
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Fix #5354 Consider using "Sequence" instead of "List" In datasets/arrow_writer.py, replaced all the type annotations of List method with Sequence. Library used and changes made are as follows: ```bash from collections.abc import Sequence as Sequence_ Before : List(Image()) After : Sequence_(Image())
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8,197
Feature Request / Discussion: Skip origin_metadata fetch when streaming=True?
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2026-05-15T07:43:57
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Hi team! I've been looking into the initialization process of the `DatasetBuilder` and noticed that the ETag/origin metadata caching path is executed unconditionally. While fetching the `origin_metadata` and calculating the ETag is necessary for safely managing a local disk cache when using `as_dataset()`, it seems t...
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fix(arrow_dataset): clear stale local temp dir before re-downloading from remote FS
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## What does this PR do? Fixes #5114 — `Dataset.load_from_disk` raises a `FileNotFoundError` when called **twice** on the same remote-filesystem path within the same Python session. ### Root cause `Dataset.load_from_disk` uses `fs.download(src, dest, recursive=True)` to copy the remote dataset to a local temp direct...
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Fix spurious label column when folder builders see split-named directories
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Closes #7880. ## What `folder_based_builder._split_generators` allocates a single `labels: set[str]` outside the per-split loop and `analyze(...)` mutates it across every split. When the user passes: ```python load_dataset("audiofolder", data_files={"train": "train/**", "test": "test/**"}) ``` and the actual files ...
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Use multiple input shards for shuffle buffer
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```python ds = load_dataset(..., streaming=True) ds = ds.shuffle(seed=42) # or configure local buffer shuffling manually, default is: ds = ds.shuffle(seed=42, buffer_size=1000, max_buffer_input_shards=10) ``` before👎: <img width="1061" height="529" alt="image" src="https://github.com/user-attachments/assets/d...
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fix parquet reshard
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.reshard() would not do anything and return the same iterable dataset for parquet, now it returns the resharded iterable dataset - sharded per row group instead of per file
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Escape glob chars in `base_path` so directory paths with `[]` work (#7468)
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Fixes #7468. ## Summary `load_dataset(..., data_dir="/path/[D_DATA]/foo")` — or any path with `[`, `]`, `*`, `?` in the literal directory name — failed: `fs.glob` interpreted the bracketed segment as a glob character class, walked a much larger tree (often the whole disk on Windows) and returned no files. Users saw a...
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Preserve `info.features` across `IterableDataset.map(remove_columns=...)` (#7568)
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Fixes #7568. ## Summary `IterableDataset.map(remove_columns=[...])` (without an explicit `features=` and without a user-provided `function`) overwrites `info.features` with `None`, so `IterableDataset.column_names` (which reads `info.features.keys()`) silently becomes `None`. The same regression bubbles up through `I...
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Reject `num_shards > len(dataset)` in `Dataset.shard` (#7443)
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Fixes #7443. ## Summary `Dataset.shard(num_shards=N, index=i)` with `N > len(dataset)`: - silently produced empty shards (`contiguous=True`) - crashed with `IndexError: Index ... out of range for dataset of size ...` deep in `.select` (`contiguous=False`) `push_to_hub` / `save_to_disk` then surfaced this confusing I...
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docs: clarify `num_proc` semantics in `Dataset.batch` / `Dataset.filter` (#7700)
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Fixes #7700. ## Summary `Dataset.batch.num_proc` and `Dataset.filter.num_proc` had a one-liner docstring (\"Max number of processes when generating cache. Already cached shards are loaded sequentially.\") that left readers wondering whether `None` means "no multiprocessing" or "pick a number". Both methods simply de...
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Don't infer labels from split-named directories in folder-based builders (#7880)
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Fixes #7880. ## Summary When an `audiofolder`/`imagefolder`/`videofolder` dataset is laid out as ``` folder/train/file0.mp3 folder/test/file1.mp3 ``` with no class subdirectories, label inference accumulates the parent directory of each file across **all splits**, ends up with `labels = {\"train\", \"test\"}`, sees...
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Better error for sliced splits in streaming mode (`train[:10%]`, `train[:N]`) (#7721)
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Fixes #7721. ## Summary ```python load_dataset("user/dataset", split="train[0%:10%]", streaming=True) ``` raised the generic ``` ValueError: Bad split: train[0%:10%]. Available splits: ['train'] ``` which makes it look like the slice syntax is malformed. The actual reason is that streaming mode doesn't know the da...
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docs: fix broken WebDataset documentation link in audio/video/image dataset pages (#7699)
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Fixes #7699. ## Summary The link to the WebDataset documentation in the audio, video and image dataset docs pages points to `https://webdataset.github.io/webdataset`, which returns **HTTP 404**. The WebDataset library now lives at `https://github.com/webdataset/webdataset`, which is the canonical documentation entry...
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https://github.com/huggingface/datasets/pull/8185
4,415,181,708
PR_kwDODunzps7Z-MNS
8,185
docs: make `Dataset.map` batched example self-contained (#7703)
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2026-05-10T09:01:43
2026-05-10T09:01:43
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Fixes #7703. ## Summary The batched-map example in `Dataset.map`, `DatasetDict.map` and `docs/README.md` referenced `tokenizer` without defining or importing it: ```python >>> ds = ds.map(lambda example: tokenizer(example["text"]), batched=True) ``` Users copy-pasting the snippet hit `NameError: name 'tokenizer' is...
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4,415,177,135
PR_kwDODunzps7Z-Lac
8,184
Preserve triple-slash in remote URLs (HDFS, file://, ...) in `_as_str` (#7934)
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2026-05-10T08:59:29
2026-05-10T08:59:29
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Fixes #7934. ## Summary `_as_str` routed every non-`xPath` argument — including raw strings — through `xPath(str(path))`, which inherits from `pathlib.PurePosixPath`. PurePosixPath collapses runs of slashes: ```python >>> str(PurePosixPath("hdfs:///user/path/data.parquet")) 'hdfs:/user/path/data.parquet' ``` `xPath...
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