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PR_kwDODunzps7cOjxM
8,205
fix: pass token_per_repo_id to embed_table_storage when pushing shards
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2026-05-16T15:12:27
2026-05-16T15:16:34
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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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4,460,017,531
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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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2026-05-16T06:41:37
2026-05-16T06:41:37
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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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4,457,976,169
PR_kwDODunzps7cHqfh
8,202
fix pathlib.Path support in save_to_disk and load_from_disk
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2026-05-16T01:03:23
2026-05-16T14:20:41
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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!" ]
2026-05-15T19:21:24
2026-05-16T06:45:48
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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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8,200
replace AutoFeatureExtractor with AutoImageProcessor in docs
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2026-05-15T17:45:15
2026-05-15T17:45:15
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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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8,198
Fix/type hints list to sequence
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2026-05-15T10:06:17
2026-05-16T17:47:47
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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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8,196
fix(arrow_dataset): clear stale local temp dir before re-downloading from remote FS
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2026-05-14T11:33:11
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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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8,195
Fix spurious label column when folder builders see split-named directories
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2026-05-12T10:45:35
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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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8,194
Use multiple input shards for shuffle buffer
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2026-05-11T15:04:57
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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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2026-05-11T15:02:26
2026-05-12T09:45:21
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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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8,192
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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8,188
Don't infer labels from split-named directories in folder-based builders (#7880)
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2026-05-10T09:12:22
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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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8,187
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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8,186
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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8,185
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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8,184
Preserve triple-slash in remote URLs (HDFS, file://, ...) in `_as_str` (#7934)
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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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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...
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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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4,372,102,391
PR_kwDODunzps7XySvZ
8,170
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...
2026-05-03T14:49:46
2026-05-16T18:02:23
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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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4,366,520,018
I_kwDODunzps8AAAABBEPO0g
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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8,168
docs(map): clarify that fn_kwargs yields a stable cache fingerprint vs closures
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2026-05-01T09:33:30
2026-05-01T09:33:30
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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
2026-05-05T10:52:23
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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...
2026-04-30T02:34:57
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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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8,164
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
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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8,163
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." ]
2026-04-29T23:13:58
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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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Pass library_name/version to HfApi in dataset push and delete paths
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8161). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-29T14:08:33
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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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feat: add TsFile (Apache IoTDB) packaged builder with per-device wide format
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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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tests/conftest.py, tests/_test_patching.py, tests/fixtures/fsspec.py and other files are missing from the PYPI distribution
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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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Fix tilde expansion for local data_files paths
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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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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8151). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-23T17:27:22
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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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[ "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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## 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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tag openclaw sessions via cwd in pi agent traces
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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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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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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8140). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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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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
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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
2026-04-15T23:45:23
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Remove debug print statement for JSON field paths.
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8,135
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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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
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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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I_kwDODunzps79a_wm
8,131
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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8,130
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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8,129
`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
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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8,128
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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8,126
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
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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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fix: decode Json() values before calling DataFrame.to_json() (#8116)
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[ "Just committed the fix, please let me know if there are any other issues", "Thanks for the quick fix!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8122). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after ...
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# Summary fixes (https://github.com/huggingface/datasets/issues/8116) Basically the issue is that if a dataset column uses Json() as a feature type, calling to_json() on that dataset causes a raw json escaped string to be exported, without decoding it first. ### root cause `to_json` exports feature values in their...
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8,121
Fix Audio.cast_storage for CSV-loaded large_string columns
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[ "Thanks for the investigation and the fix ! This makes me think that maybe load_dataset(\"csv\") should return \"string\" types instead of \"large_string\" to be consistent with load_dataset(\"json\") as well as the Dataset.from_xxx methods", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/d...
2026-04-04T12:44:03
2026-04-10T21:29:05
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## Summary This PR fixes `Audio.cast_storage()` so that audio path columns loaded as `large_string` can be cast to `Audio()` correctly. ## Motivation `Dataset.from_dict({"audio": [...]})` produces a `string` column and `cast_column("audio", Audio())` works, but `load_dataset("csv", ...)` produces a `large_string` ...
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4,201,197,701
I_kwDODunzps76aTCF
8,120
Patch fields truncated — missing trailing newlines
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[ "Hi, I'd like to work on this issue. I'll try to reproduce this issue and see where the newline is being stripped.", "Hi @hetao-git\n\nI was able to reproduce this issue, I used the instance \"atlanhq_atlan-python_pr37\" from the AweAI-Team/Scale-SWE dataset. I observed that applying the GitHub patch (pull/37.dif...
2026-04-03T16:07:47
2026-04-30T15:45:52
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Description: Multiple entries in the dataset have patches (test.patch and fix.patch) and f2p_patch fields with truncated content. The trailing blank lines that are part of valid unified diff format are stripped, causing git apply to fail with "corrupt patch" errors. Affected instances (confirmed): atlanhq_atlan-python...
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8,116
`to_json()` serializes `Json()` feature as escaped string instead of native JSON object
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[ "Hi! I ran into this issue as well, I think the root cause was that under `_batch_json()` of `JsonDatasetWriter` it was directly exporting the encoded string without decoding it first. I will try to add a PR with a small fix. ", "#self-assign" ]
2026-04-02T21:59:15
2026-04-10T13:12:51
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### Describe the bug When a dataset column uses the `Json()` feature type, calling `to_json()` writes the value as an escaped JSON string (e.g., `"{\"cat_a\":1,\"cat_b\":2}"`) instead of a native JSON object (e.g., `{"cat_a":1,"cat_b":2}`). This causes two problems: 1. The output JSON file is not interoperable with ...
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fix: preserve features in IterableDataset.add_column (fixes #5752)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8115). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-02T14:48:19
2026-04-07T14:19:35
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## Summary Fixes #5752. `IterableDataset.add_column()` lost the dataset's feature schema on every call because it delegated to `map()` without passing the `features` argument. `map()` unconditionally writes `info.features = features`, so the default `None` silently overwrote the existing schema. **Root cause** (`ite...
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🔒 Pin GitHub Actions to commit SHAs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8114). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-02T09:28:58
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## 🔒 Pin GitHub Actions to commit SHAs This PR pins all GitHub Actions to their exact commit SHA instead of mutable tags or branch names. **Why?** Pinning to a SHA prevents supply chain attacks where a tag (e.g. `v4`) could be moved to point to malicious code. ### Changes | Workflow | Action | Avant | Après | SHA ...
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Parse agent traces
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2026-04-01T16:56:08
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Supports claude_code, codex and pi JSON Lines files are parsed so one file = one row The resulting row has three fields: harness, session_id, traces, and file_name with features: ```python AGENT_TRACES_FEATURES = datasets.Features( { "harness": datasets.Value("string"), "session_id": da...
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fix: replace List with Sequence in type hints for public API functions (#5354)
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[ "Updated — public Dataset.map(), Dataset.filter(), IterableDataset.map() and IterableDataset.filter() signatures now also use Sequence[str] consistently. Thanks for the pointer.", "Note: PR #8067 by @biefan also addresses path_or_paths in arrow_dataset.py. This PR covers a broader scope across 4 files and additio...
2026-04-01T09:31:28
2026-04-02T06:47:20
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## Summary Fixes #5354 Replaces `list[X]` with `Sequence[X]` in function argument type annotations across the public API. `List` is invariant while `Sequence` is covariant, which means passing a `list` to a parameter typed as `List` causes mypy errors, even though lists are valid sequences. ## Changes ...
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add sample_by="document" support for jsonl files
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8111). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "would the auto-detection of agent harness (claude vs. codex vs. opencode etc) and other...
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With more agentic traces (_ie Claude Code / Codex / Pi etc_) being published to the Hub as JSONL files, it would be nice to easily support loading / viewing them in Dataset Viewer. Datasets like https://huggingface.co/datasets/cfahlgren1/agent-sessions contain one JSONL file per session. Without sample_by, each lin...
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`set_format` resets features
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[ "couldn't replicate with: \n\n``` bash\nPlatform: macos\npython: 3.10.9\ndatasets: 4.8.4\nhuggingface_hub: 0.36.2\npyarrow: 23.0.1\npandas: 2.3.3\nfsspec: 2026.2.0\n\n```\n\n\n``` python\nimport datasets\nfrom datasets import Array2D, Dataset\nimport numpy as np\n\n# Create a dataset with Array2D feature\ndata = {\...
2026-03-31T07:59:32
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### Describe the bug Calling `dataset.set_format('...')` resets the informative features such as `Array2D` etc. back into `List(List(Value))` and so on. ### Steps to reproduce the bug ```py >>> dataset.features {'lld': Array2D(shape=(None, 26), dtype='float32')} >>> dataset.set_format('torch') >>> dataset.features ...
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docs: fix typos, grammar, and branding consistency across docs and source
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This commit addresses several documentation quality issues found across the repository — fixing typos, grammar errors, brand name inconsistencies, and adding modern tooling references for new contributors. ## Changes ### README.md - Fix duplicate word: "frameworks frameworks" → "frameworks" - Standardize brand ...
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Update WebDataset documentation link
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The old link is outdated Closes #7699
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Fix: Add validation to prevent duplicate kwargs in load_dataset_builder
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This PR adds a set intersection check in `load_dataset_builder` to catch overlapping keys between the standard build arguments and `config_kwargs`. Previously, passing identical keys caused a confusing Python `TypeError` during unpacking. This fix intercepts the duplicates early and raises a clear `ValueError` spec...
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close https://github.com/huggingface/datasets/issues/8085
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fix regression when loading JSON with one file = one object
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was failing for datasets with JSON files that are not JSON Lines and that contain one single multi-line JSON object like https://huggingface.co/datasets/evaleval/EEE_datastore
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ImportError: cannot import name 'VideoReader' from 'torchvision.io' when using datasets with torch format
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### Describe the bug For PyTorch 2.11 + torchvision 0.26.0 when using the datasets library and setting the format to "torch", an ImportError occurs because the datasets library attempts to import VideoReader from torchvision.io, but this object is not found in the installed torchvision version. **Error message**: > ...
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Add reshard support for JSON Lines and CSV file formats
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This PR extends the IterableDataset.reshard() functionality to support JSON Lines and CSV file formats, building on the foundation laid in #7992. ### Summary - JSON Lines : Resharding splits files by line boundaries (only when num_shards is specified) - CSV : Resharding splits files by line boundaries (only when n...
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8,081
Fix split_dataset_by_node step
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8081). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-03-19T17:14:48
2026-03-19T17:35:40
2026-03-19T17:29:39
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fix https://github.com/huggingface/datasets/issues/8079 I also took the opportunity to improve the arrow logic to not have to do an unnecessary python -> arrow -> python in FormattedExamplesIterable when streaming webdatasets
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