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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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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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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
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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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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
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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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DOC: document missing save_infos and max_depth parameters
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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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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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chore: enable Dependabot weekly GitHub Actions bumps
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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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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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Add `.conll` / `.conllu` dataset format loader (CoNLL-2003 / 2000 / U)
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2026-05-23T12:19:24
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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Include version in DatasetInfo YAML so push_to_hub preserves it
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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...
2026-05-22T09:55:13
2026-05-22T14:52:01
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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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2026-05-21T23:27:32
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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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2026-05-21T23:23:19
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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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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8213). 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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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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2026-05-19T16:28:28
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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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docs: make `Dataset.map` batched example self-contained (#7703)
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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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Preserve triple-slash in remote URLs (HDFS, file://, ...) in `_as_str` (#7934)
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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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Add dtype="list" to List / Sequence / LargeList features (#8002)
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Fixes #8002. ## Summary Most feature types expose a descriptive `dtype` string: - `Value("int64").dtype == "int64"` - `ClassLabel(...).dtype == "int64"` - `Array2D(...).dtype == "<element-dtype>"` - `Image().dtype == "PIL.Image.Image"` - `Audio().dtype == "dict"` But `List`, `LargeList` and `Sequence(non-dict)` (wh...
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Fix Dataset.map crash when first examples return None and later return dict (#7990)
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Fixes #7990. ## Summary `Dataset.map` crashed with `AttributeError: 'NoneType' object has no attribute 'write'` when the user's map function returned `None` for the first few examples and a `dict` (or `pa.Table` / DataFrame) for later ones. The writer was initialized only when `i == 0` (or `i[0] == 0` in batched mod...
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The full dataset viewer is not available (click to read why). Only showing a preview of the rows. Job manager crashed while running this job (missing heartbeats). Error code: JobManagerCrashedError
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[ "Oh yeah, we hit something pretty similar when running a dataset viewer on a large collection (~3M rows) a few months back. The JobManagerCrashedError with missing heartbeats usually showed up for us when the server process ran out of memory or couldn’t keep up with the load spikes during dataset streaming. Turns o...
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### Describe the bug The full dataset viewer is not available (click to read why). Only showing a preview of the rows. Job manager crashed while running this job (missing heartbeats). Error code: JobManagerCrashedError see: https://huggingface.co/datasets/Genius-Society/tt100k/viewer ### Steps to reproduce the bug...
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Nightly OSS: Bug loading `sentence-transformers/parallel-sentences`
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Automated nightly Codex contribution for https://github.com/huggingface/datasets/issues/5081. Verification: - See the uploaded nightly artifacts for the Codex final report. - See this workflow run for exact commands and logs. This PR is generated by xodn348/oss-nightly-control and is opened ready for maintainer revie...
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Fix Parquet streaming hangs at the end of script
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8176). 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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the fix is applied for pyarrow<=24 for now since it involves a gc.collect() call that won't be needed as a fix is being added in arrow fix https://github.com/huggingface/datasets/issues/8169 fix https://github.com/huggingface/datasets/issues/7467
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Support fsspec 2026.4.0
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add a fix for https://github.com/fsspec/filesystem_spec/pull/2012
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feat: add `on_error` to Image/Audio/Video features and IterableDatase…
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[ "Hi @lhoestq — this PR implements your design from issue #8165. Quick alignment check:\n\n- **Q1 (Exception scope)**: catch-all `except Exception` in all three feature decoders (Image/Audio/Video) ✅\n- **Q2 (Default)**: `on_error=\"raise\"` preserves current behavior ✅\n- **Q3 (Naming)**: exposed via `IterableDatas...
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…t.decode() Adds a new `on_error` parameter that controls how decoding failures are handled. This addresses the long-standing problem where a single corrupted sample in a streaming dataset (bad EXIF, truncated bytes, unidentified format, ...) raises an exception inside the generator frame and silently kills the enti...
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fix(image): guard exif_transpose against corrupted EXIF rational tags
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## Summary When an `IterableDataset` contains images with corrupted EXIF metadata (e.g. a TIFF rational tag whose denominator is zero), `PIL.ImageOps.exif_transpose` raises `ZeroDivisionError` inside `Image.decode_example`. Because this exception escapes the internal generator frame, the streaming iterator dies immedi...
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Add batch(by_column=...)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8172). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-05-04T18:49:33
2026-05-09T13:18:24
2026-05-09T13:16:35
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Will be useful for robotics dataset to batch samples by episode cc @pkooij example of usage: ```python from datasets import Dataset ds = Dataset.from_dict({"episode": [0] * 10 + [1] * 10, "frame": list(range(10)) * 2}) # ds = ds.to_iterable_dataset() ds = ds.batch(by_column="episode") for x in ds: pr...
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Dataset UI shows 0:00/0:00 for audio after push_to_hub
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[ "Hello,\nI am trying to find my first issue to resolve. I can't reproduce your problem. When I go in the hub UI to your dataset. I can see the length of each audio. It takes some time to load \n\n## Dataset Card\n<img width=\"584\" height=\"644\" alt=\"Image\" src=\"https://github.com/user-attachments/assets/8b0e38...
2026-05-04T13:17:25
2026-05-20T10:46:58
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I’m seeing an issue where audio previews in the dataset viewer show `0:00/0:00` after uploading with push_to_hub. ## What I did I tried to avoid `torchcodec` because I want to keep the packages small using the following code: ```python import io import os import shutil import tempfile from pathlib import Path imp...
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fix(map): fix progress bar exceeding total when load_from_cache_file=False
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8170). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "hello! any update?", "> hello! any update?\r\n\r\nFixed a formatting issue and pushed...
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## Summary When `load_from_cache_file=False`, the progress bar in `Dataset.map()` displayed a count that exceeded the dataset size (e.g. "800 examples" for a 400-row dataset). The bug: `pbar_initial` was computed using `len(existing_cache_files)`, which counts cache files on disk regardless of whether they would...
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8,169
Streaming dataset hangs consistently
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[ "+1 also encountered", "I pushed a workaround for the current version of PyArrow (24.0.0) and older versions at https://github.com/huggingface/datasets/pull/8176\n\nFor future versions it should be fixed directly in PyArrow" ]
2026-05-01T20:27:58
2026-05-06T16:07:04
2026-05-06T16:06:08
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### Describe the bug When loading a dataset with `streaming=True`, some background process prevents the script from ever returning (or at least for a very long time). This did not happen with `huggingface-hub < 1`. ### Steps to reproduce the bug from datasets import load_dataset ds = load_dataset("IRIIS-RESEARCH/N...
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docs(map): clarify that fn_kwargs yields a stable cache fingerprint vs closures
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8168). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "looks like there is an error in the test\r\n\r\n```\r\nFAILED tests/test_fingerprint.py...
2026-05-01T09:33:30
2026-05-27T15:11:40
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## Summary When `Dataset.map()` or `Dataset.filter()` receives a closure that closes over an object containing non-deterministic state — for example a UUID, a random seed, or any mutable attribute of a class instance — `dill` serialises the **entire** captured object into the fingerprint. Two calls that are logically...
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8,167
[BUG] Abnormal progress bar in dataset.map when load_from_cache_file=False
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[ "https://github.com/huggingface/datasets/blob/4e3bf52ff436d841e61211dfa096b5c47197ae36/src/datasets/arrow_dataset.py#L3593-L3598", "Hi, can you provide more details on the issue ?", "<img width=\"340\" height=\"26\" alt=\"Image\" src=\"https://github.com/user-attachments/assets/0dca6f47-4a8d-4871-a908-f58df856e...
2026-04-30T08:47:53
2026-05-29T10:59:07
2026-05-29T10:59:07
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### Describe the bug datasets 4.8.5 ```python from datasets import load_dataset, load_from_disk data = load_from_disk('pretrain_cached_dataset/train') def dummy_map(example): return example dataset = data.map(dummy_map) dataset = data.map(dummy_map, load_from_cache_file=True) ...
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Fix storage_options lookup for streaming Lance datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8166). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "CI failure is unrelated and is due to https://github.com/pandas-dev/pandas/issues/65462...
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In `Lance._split_generators`, the `storage_options` lookup used `files[0].split("://", 0)[0] + "://"`, which has two bugs that compound: `split("://", 0)` does not split at all (maxsplit=0), and the `storage_options` dict is keyed by the bare scheme (`"hf"`), not `"hf://"`. The lookup therefore always returned `None`, ...
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8,165
IterableDataset: corrupted EXIF image silently terminates streaming iterator instead of skipping the sample
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[ "Hi ! Would it be acceptable to return None instead of skipping ? This way we can provide the same API for non-streaming (since the length of the dataset is known in advance and fixed). Then a subsequent .filter call can take care of skipping the samples. Something like this maybe ?\n\n```python\nds = load_dataset(...
2026-04-30T02:20:54
2026-05-06T07:31:42
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## Summary When iterating over a streaming `IterableDataset` that contains images with corrupted EXIF metadata (e.g., a TIFF rational tag with denominator=0), PIL raises `ZeroDivisionError` inside `exif_transpose`. This exception propagates through the HuggingFace `datasets` pipeline and **terminates the streaming ite...
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Lance: HF auth token dropped for private repos in streaming mode (broken `storage_options` lookup)
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[ "I can see the fix. Changing `split(\"://\", 0)` to `split(\"://\", 1)` and removing the `+ \"://\"` suffix. The key lookup should be `\"hf\"` not `\"hf://\"`. \nI'd like to submit a PR for this. Is this still open?", "Well, I am already writing a PR for this, and it is just about to be submitted." ]
2026-04-30T02:03:33
2026-04-30T15:38:43
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### Describe the bug When `Lance._split_generators` receives `hf://` URIs - i.e. anywhere a `StreamingDownloadManager` is in play (`load_dataset(..., streaming=True)`, `get_dataset_split_names`, and the dataset-viewer worker) - the HF auth token is silently dropped before reaching `lance.dataset(...)`. Lance then atte...
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add agent trace prompt, sent_at, count fields
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8163). 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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- add agent trace metadata columns: `prompt`, `sent_at`, `num_user_messages`, and `num_tool_calls`. - extract `prompt` / `sent_at` from the first real user message for Claude Code, Pi/OpenClaw, and Codex traces.
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Include all test files in sdist via MANIFEST.in
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Fixes #8159. ## What's wrong The sdist on PyPI for `datasets==4.8.5` only ships **37 of the 95** files under `tests/`. Without an explicit `MANIFEST.in`, setuptools' default sdist behavior includes only top-level `tests/test_*.py` files and drops everything else. Files missing from the current sdist: - `tests/conft...
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Adds `library_name="datasets"` and `library_version=__version__` to 12 bare `HfApi(endpoint=..., token=...)` instantiations across `hub.py`, `arrow_dataset.py`, `iterable_dataset.py`, and `dataset_dict.py`. Commits made via `push_to_hub` / `delete_from_hub` currently report a User-Agent of `unknown/None; hf_hub/X.Y.Z; ...
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[ "Hi team 👋\n\nA bit of background on me: I'm a PMC member of both [Apache TsFile](https://tsfile.apache.org/) and [Apache IoTDB](https://iotdb.apache.org/), and one of the core contributors to the TsFile format specification and its Python SDK ([`tsfile` on PyPI](https://pypi.org/project/tsfile/)). I've been worki...
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Closes #7922 ## Summary Add a packaged builder for [TsFile](https://tsfile.apache.org/) — the columnar time-series file format used as the native storage layer of [Apache IoTDB](https://iotdb.apache.org/). This enables `load_dataset("tsfile", data_files="...")` with automatic `.tsfile` extension detection. ### Data ...
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[ "Hey, ran into something similar a while back when we were packaging a custom dataset loader for a client at v4.7.x. Turns out, PyPI distributions sometimes skip test files and fixtures like `conftest.py` since they're not critical for runtime—honestly, it's a packaging config thing in `setup.py` or `pyproject.toml...
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### Describe the bug Version: 4.8.5 ### Steps to reproduce the bug n/a ### Expected behavior n/a ### Environment info n/a
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Fixes #7928 When `load_dataset()` falls back to the local cache, for example when offline or when the Hub is unreachable, it ignores the `revision` argument and simply returns the most recently modified cached version. This can lead to unexpected behavior when a specific revision is requested. This happens becaus...
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2026-04-24T15:23:52
2026-04-24T17:24:54
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Summary - expand `~` before classifying local `data_files` patterns - add a regression test covering `resolve_pattern(os.path.join("~", ...), ...)` Impact - `load_dataset(..., data_files="~/path/to/file.parquet")` currently treats `~` as a literal relative directory under the working tree instead of the user's home di...
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fix original_files missing in ci json test
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fix mask in embed_storage for remote files
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following https://github.com/huggingface/datasets/pull/8150
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don't embed remote files in download_and_prepare to parquet
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fix the viewer at https://huggingface.co/datasets/raivn/vn-test/discussions/1 kinda related: https://github.com/huggingface/datasets/issues/5717
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[Optimization] Prevent per-thread instantiation of Cloud Storage FileSystem during Data loading initialization
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[ "Is it open for contribution?", "I think arbitrary filesystems would be recreated in every thread in any case, unlike HfFileSystem which has custom code to handle this." ]
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### Feature request Modify the dataset loading initialization, so that fsspec filesystem instances (like GCSFileSystem or S3FileSystem) are instantiated once in the main thread and explicitly passed down to the background threads. By pre-instantiating the fs object in the main thread (where the directory cache from g...
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Add Apache Iceberg format support
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2026-04-23T11:29:11
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# Add Apache Iceberg format support ## Motivation Apache Iceberg is the most widely adopted open table format for data lakes, supported by Databricks, Snowflake, AWS Glue, Dremio, and others. A large amount of ML training data lives in Iceberg tables. Currently, users must manually export Iceberg data t...
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Fix iterable map resume state
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8147). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I took the liberty of adjusting the fix to still use the iter_arrow in `FormattedExampl...
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Fixes: https://github.com/huggingface/datasets/issues/8145 ## Root Cause `FormattedExamplesIterable.__iter__` ignored `force_convert_to_python` and used Arrow batch iteration, advancing the underlying state by a full Arrow chunk before yielding Python examples. ## Fix Only use Arrow batch iteration whe...
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fix: tolerate chmod PermissionError on flat-permission filesystems
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2026-04-22T13:39:46
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## Summary Fixes #8125. `Dataset.map()` (and the indices writer in `Dataset.flatten_indices` / `Dataset.select` path) calls `os.chmod(cache_file, 0o666 & ~umask)` on the freshly moved cache file. On flat-permission filesystems — GCS FUSE, S3 FUSE mounts, and similar object-storage-backed mounts — `chmod` raises `Perm...
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`.map()` on a streaming IterableDataset silently skips examples after load_state_dict
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[ "I think this line here is causing issues: \nhttps://github.com/huggingface/datasets/blob/2724a653e7582077be647d3fdfe8cd1fac27b85f/src/datasets/iterable_dataset.py#L2225\nIt ignored force_convert_to_python, so it consumed a full Arrow chunk.\nI think it can be fixed if you add `self.force_convert_to_python` to the ...
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### Describe the bug After `ds.map(fn)` on a streaming IterableDataset, saving state_dict() and loading it into a fresh dataset does not resume at the correct position. It jumps forward by up to one Arrow read-chunk (~1000 rows). ### Steps to reproduce the bug ```python from datasets import Dataset ds1 = Dataset.fr...
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Add Apache TsFile packaged module and Time Series docs category
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## What does this PR do? Adds first-class support for the [Apache TsFile](https://tsfile.apache.org/) columnar time-series format (used by [Apache IoTDB](https://iotdb.apache.org/) and other time-series systems) to 🤗 Datasets, and surfaces time-series datasets as a dedicated modality in the documentation sidebar...
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4,296,535,961
PR_kwDODunzps7T_YeI
8,143
tag openclaw sessions via cwd in pi agent traces
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8143). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-20T14:45:50
2026-04-21T09:02:10
2026-04-21T09:02:08
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Tag OpenClaw datasets from Pi agent sessions. Will add a PR to add icon for it in moon too cc: @merveenoyan
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fix: replace list with Sequence in public API type hints
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2026-04-19T23:22:30
2026-05-13T19:04:10
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Fixes #5354 Replaced `list` with `Sequence` in public API function signatures across: - `arrow_dataset.py` — from_csv, from_json, from_parquet, from_text - `iterable_dataset.py` — from_csv, from_json, from_parquet, from_text - `combine.py` — interleave_datasets, concatenate_datasets - `dataset_dict.py` — remov...
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8,141
Fix Image feature to dynamically select pyarrow storage type for large binary/string inputs
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[ "Hi ! if the goal to fix the linked issue maybe we can find a simpler approach.\r\n\r\nWhile your PR seems to solve it, it needs extra careful attention to not add regressions for image datasets, in particular when it comes to data with mixes of both binary and large_binary\r\n\r\ne.g.\r\n- concatenating image data...
2026-04-17T07:28:01
2026-04-28T12:32:43
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Add dynamic pyarrow storage type selection to the Image feature so that pa.large_binary() and pa.large_string() inputs are preserved natively instead of being cast down to pa.binary() / pa.string() Introduce _get_target_pa_type() to detect large types from incoming storage and _to_struct_storage() to build struct arra...
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fix warning in ci
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2026-04-16T13:35:06
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otherwise it raises an issue from transformers smh ``` ../../.pyenv/versions/3.12.2/envs/hf-datasets/lib/python3.12/site-packages/transformers/__init__.py:843: in _getattr return getattr(importlib.import_module(target, __name__), new_name) ../../.pyenv/versions/3.12.2/lib/python3.12/importlib/__init__.py:90: ...
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update ci uer
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2026-04-16T13:16:21
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chore: bump doc-builder SHA for main doc build workflow
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8138). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Closing — not needed right now, active libs already on @main." ]
2026-04-16T12:03:28
2026-04-17T09:16:40
2026-04-17T09:16:39
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Bump the pinned doc-builder SHA so that main documentation builds also sync to the HF bucket (dual-write).
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Fix: decode JSON type before to_list or to_dict is called
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[ "@lhoestq Could this be reviewed and merged if it's a suitable solution?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8137). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "`datasets`...
2026-04-16T11:54:09
2026-04-27T15:49:42
2026-04-27T15:32:29
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**Motivation**: There is a change in the approach to decoding JSON types, added in https://github.com/huggingface/datasets/commit/d560b58e1f1ec96591a95a1780ee118f5eea6c74. Since 4.7.0, to_list() returns raw JSON strings for columns stored as Json(), while direct access via getitem returns dicts. In versions prior t...
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Remove print statement in JSON processing
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2026-04-15T23:42:21
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Remove debug print statement for JSON field paths.
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Add Zarr / OME-Zarr Dataset Support
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[ "How does this PR related to the existing one at https://github.com/huggingface/datasets/pull/7983 ?\r\nThey could be complementary, maybe it's worth checking how we can take the best of both PRs ?", "Hi @lhoestq, thanks for your reply. \r\n\r\nMy understanding is that #7983 models a **Zarr store as a dataset**: ...
2026-04-15T10:57:18
2026-04-16T11:31:31
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# Add Zarr / OME-Zarr Dataset Support ## TL;DR This PR adds support for Zarr-backed datasets to `datasets`, with a focus on lazy, streaming-friendly access to large multidimensional arrays. It introduces a new `Zarr` feature, lazy proxy objects for arrays, groups, and OME-Zarr multiscale images, a `zarrfolder` pa...
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chore: bump doc-builder SHA for PR upload workflow
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8134). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-15T08:19:11
2026-04-15T10:15:12
2026-04-15T10:15:10
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Switch the PR doc upload flow from the legacy dataset push to the new HF bucket.
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use full repo-relative file path instead of filename for agent traces
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8133). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "thanks ! let me push some adjustments, and yea let's use file_path instead" ]
2026-04-14T21:56:43
2026-04-15T11:18:56
2026-04-15T11:18:54
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We want to include full path of the file so it's easier to fetch the full trace from repo - Store the full repo-relative path in `file_name` instead of just the basename - Extracts the path from the `hf://` origin URL set by the download manager Before: `file_name = "614b8d50-097f-4e36-aee0-1fdd053335e7.js...
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8,132
fix(Dataset.map): initialize writer on first non-None output instead of first index
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2026-04-14T08:48:37
2026-04-17T18:32:45
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## What does this PR do? Fixes #7990 ## The Bug When a map function returns `None` for the first examples and a dict for later ones, `Dataset.map()` crashes with: AttributeError: 'NoneType' object has no attribute 'write' This happens because the ArrowWriter was initialized only when processing ind...
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datasets.to_list: Behaviour change in version 4.7.0 with the addition of JSON type
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[ "I think we can go for the same approach as in https://github.com/huggingface/datasets/pull/8122 which decodes the JSON data (and supports JSON nested in other objects)\n\n(Or decide to decode all the features types, which I think could make sense, but this needs more careful handling so this should be discussed in...
2026-04-13T06:06:43
2026-04-27T15:32:30
2026-04-27T15:32:30
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### Describe the bug There is a change in the approach to decoding JSON types, added in https://github.com/huggingface/datasets/commit/d560b58e1f1ec96591a95a1780ee118f5eea6c74. Since 4.7.0, to_list() returns raw JSON strings for columns stored as Json(), while direct access via __getitem__ returns dicts. In versions...
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fix: mutable default argument in `_visit_with_path`
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2026-04-11T05:36:02
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Replace `visit_path: _VisitPath = []` with `Optional[_VisitPath] = None` to avoid the mutable default argument anti-pattern ([B006](https://docs.astral.sh/ruff/rules/mutable-argument-default/)). While the current callers always use `visit_path + [k]` (creating new lists), the shared default list is a latent bug that w...
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`load_dataset()` hangs when `hf_xet` is enabled
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[ "Apologies, seems to have been a stale cache issue. Nuking the datasets cache fixed the issue" ]
2026-04-10T21:00:24
2026-04-10T21:07:56
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### Describe the bug Hi! I am getting a peculiar download issue on the latest versions of `datasets` and `hfh` where datasets hang indefinitely: ```py from datasets import load_dataset load_dataset("openai/gsm8k", "main", split="test") ``` Note that: - streaming=True works. - Direct Hub access works. - Th...
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Don't include files list DatasetInfo (and remove old stuff)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8128). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-10T15:30:24
2026-04-16T09:23:48
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this will fix the viewer when it saves the dataset info in mongo, for datasets with a lot of files this can make the mongo doc too big for mongo I also removed old deprecated stuff linked to files list like the old concept of "post-processing" and cleaned the checksum recording logic
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Support explicit harness field in agent traces
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[ "For a concrete example, [https://huggingface.co/datasets/jedisct1/agent-traces-swival](https://huggingface.co/datasets/jedisct1/agent-traces-swival) currently shows `claude_code` because it shares field names with Claude Code, despite an explicit `harness` field identifying the harness as not Claude Code.\r\n", ...
2026-04-08T15:39:48
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Hi! This small PR allows an optional `harness` field to be parsed. When present, the harness field takes priority over type-value heuristics. This allows agents to self-identify even when they contain property names that collide with an existing harness ("session", "system", etc.)
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Fix batching for table-formatted datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8126). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-08T13:05:36
2026-04-10T13:14:01
2026-04-10T13:14:00
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## Summary Fix #8075 Fix `.batch()` on table-formatted `Dataset` and `IterableDataset`. Before this change, calling `.batch()` on datasets formatted as `pyarrow`, `pandas`, or `polars` could fail because the batching path assumed dict-like inputs. This updates batching to use an Arrow-based path for table-style ...
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Feature request: being able to disable chmod for flat permission filesystems
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[ "Context: the operation fails on GCS FUSE mounts, and likely will on similar s3-backed file systems.\n\n File \"/home/user/.venv/lib/python3.12/site-packages/datasets/arrow_dataset.py\", line 3747, in _map_single ...
2026-04-08T08:17:14
2026-04-08T08:22:42
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### Feature request For flat permission file systems, `os.chmod` simply fails when trying to cache datasets - in some places such as: https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L4043-L4048 for arrow datasets. This seems to be optional to obtained desired behavior as simply comment...
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https://api.github.com/repos/huggingface/datasets/issues/8125/timeline
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