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https://api.github.com/repos/huggingface/datasets/issues/8205 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8205/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8205/comments | https://api.github.com/repos/huggingface/datasets/issues/8205/events | https://github.com/huggingface/datasets/pull/8205 | 4,460,303,029 | PR_kwDODunzps7cOjxM | 8,205 | fix: pass token_per_repo_id to embed_table_storage when pushing shards | {
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8204 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8204/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8204/comments | https://api.github.com/repos/huggingface/datasets/issues/8204/events | https://github.com/huggingface/datasets/issues/8204 | 4,460,017,531 | I_kwDODunzps8AAAABCdZ3ew | 8,204 | Please enable Private Vulnerability Reporting | {
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8203 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8203/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8203/comments | https://api.github.com/repos/huggingface/datasets/issues/8203/events | https://github.com/huggingface/datasets/pull/8203 | 4,458,974,796 | PR_kwDODunzps7cKtna | 8,203 | fix(webdataset): when loading data in WebDataset format using load_datasets during multi-matchines training. | {
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8202 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8202/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8202/comments | https://api.github.com/repos/huggingface/datasets/issues/8202/events | https://github.com/huggingface/datasets/pull/8202 | 4,457,976,169 | PR_kwDODunzps7cHqfh | 8,202 | fix pathlib.Path support in save_to_disk and load_from_disk | {
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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-... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8201 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8201/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8201/comments | https://api.github.com/repos/huggingface/datasets/issues/8201/events | https://github.com/huggingface/datasets/issues/8201 | 4,456,407,352 | I_kwDODunzps8AAAABCZ9hOA | 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 | null | null | NONE | [] | null | null | null | null | ### 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8200 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8200/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8200/comments | https://api.github.com/repos/huggingface/datasets/issues/8200/events | https://github.com/huggingface/datasets/pull/8200 | 4,455,850,853 | PR_kwDODunzps7cAyOW | 8,200 | replace AutoFeatureExtractor with AutoImageProcessor in docs | {
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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 ... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8199 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8199/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8199/comments | https://api.github.com/repos/huggingface/datasets/issues/8199/events | https://github.com/huggingface/datasets/issues/8199 | 4,455,786,605 | I_kwDODunzps8AAAABCZXobQ | 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 | null | null | NONE | [] | null | null | null | null | ## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8198 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8198/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8198/comments | https://api.github.com/repos/huggingface/datasets/issues/8198/events | https://github.com/huggingface/datasets/pull/8198 | 4,453,054,930 | PR_kwDODunzps7b3uHD | 8,198 | 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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https://api.github.com/repos/huggingface/datasets/issues/8197 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8197/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8197/comments | https://api.github.com/repos/huggingface/datasets/issues/8197/events | https://github.com/huggingface/datasets/issues/8197 | 4,452,221,355 | I_kwDODunzps8AAAABCV-Bqw | 8,197 | Feature Request / Discussion: Skip origin_metadata fetch when streaming=True? | {
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8196 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8196/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8196/comments | https://api.github.com/repos/huggingface/datasets/issues/8196/events | https://github.com/huggingface/datasets/pull/8196 | 4,445,562,409 | PR_kwDODunzps7bf5Kz | 8,196 | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8195 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8195/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8195/comments | https://api.github.com/repos/huggingface/datasets/issues/8195/events | https://github.com/huggingface/datasets/pull/8195 | 4,428,413,094 | PR_kwDODunzps7aombr | 8,195 | 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 ... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8194 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8194/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8194/comments | https://api.github.com/repos/huggingface/datasets/issues/8194/events | https://github.com/huggingface/datasets/pull/8194 | 4,421,910,623 | PR_kwDODunzps7aTbgX | 8,194 | Use multiple input shards for shuffle buffer | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8194). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | 2026-05-11T15:04:57 | 2026-05-14T15:55:09 | null | null | MEMBER | [] | null | null | false | {
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8193 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8193/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8193/comments | https://api.github.com/repos/huggingface/datasets/issues/8193/events | https://github.com/huggingface/datasets/pull/8193 | 4,421,892,524 | PR_kwDODunzps7aTXtB | 8,193 | fix parquet reshard | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8193). 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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https://api.github.com/repos/huggingface/datasets/issues/8192 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8192/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8192/comments | https://api.github.com/repos/huggingface/datasets/issues/8192/events | https://github.com/huggingface/datasets/pull/8192 | 4,415,549,847 | PR_kwDODunzps7Z_Rpc | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8191 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8191/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8191/comments | https://api.github.com/repos/huggingface/datasets/issues/8191/events | https://github.com/huggingface/datasets/pull/8191 | 4,415,543,737 | PR_kwDODunzps7Z_QiE | 8,191 | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8190 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8190/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8190/comments | https://api.github.com/repos/huggingface/datasets/issues/8190/events | https://github.com/huggingface/datasets/pull/8190 | 4,415,531,092 | PR_kwDODunzps7Z_N_4 | 8,190 | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8189 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8189/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8189/comments | https://api.github.com/repos/huggingface/datasets/issues/8189/events | https://github.com/huggingface/datasets/pull/8189 | 4,415,209,402 | PR_kwDODunzps7Z-RVx | 8,189 | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8188 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8188/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8188/comments | https://api.github.com/repos/huggingface/datasets/issues/8188/events | https://github.com/huggingface/datasets/pull/8188 | 4,415,204,219 | PR_kwDODunzps7Z-QXb | 8,188 | Don't infer labels from split-named directories in folder-based builders (#7880) | {
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## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8187 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8187/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8187/comments | https://api.github.com/repos/huggingface/datasets/issues/8187/events | https://github.com/huggingface/datasets/pull/8187 | 4,415,194,146 | PR_kwDODunzps7Z-Oly | 8,187 | Better error for sliced splits in streaming mode (`train[:10%]`, `train[:N]`) (#7721) | {
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## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8186 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8186/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8186/comments | https://api.github.com/repos/huggingface/datasets/issues/8186/events | https://github.com/huggingface/datasets/pull/8186 | 4,415,184,225 | PR_kwDODunzps7Z-Mq4 | 8,186 | docs: fix broken WebDataset documentation link in audio/video/image dataset pages (#7699) | {
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## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8185 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8185/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8185/comments | https://api.github.com/repos/huggingface/datasets/issues/8185/events | https://github.com/huggingface/datasets/pull/8185 | 4,415,181,708 | PR_kwDODunzps7Z-MNS | 8,185 | docs: make `Dataset.map` batched example self-contained (#7703) | {
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## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8184 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8184/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8184/comments | https://api.github.com/repos/huggingface/datasets/issues/8184/events | https://github.com/huggingface/datasets/pull/8184 | 4,415,177,135 | PR_kwDODunzps7Z-Lac | 8,184 | Preserve triple-slash in remote URLs (HDFS, file://, ...) in `_as_str` (#7934) | {
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## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8183 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8183/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8183/comments | https://api.github.com/repos/huggingface/datasets/issues/8183/events | https://github.com/huggingface/datasets/pull/8183 | 4,415,165,590 | PR_kwDODunzps7Z-JW_ | 8,183 | Add dtype="list" to List / Sequence / LargeList features (#8002) | {
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## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8182 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8182/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8182/comments | https://api.github.com/repos/huggingface/datasets/issues/8182/events | https://github.com/huggingface/datasets/pull/8182 | 4,415,150,410 | PR_kwDODunzps7Z-GeG | 8,182 | Fix Dataset.map crash when first examples return None and later return dict (#7990) | {
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## 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8178 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8178/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8178/comments | https://api.github.com/repos/huggingface/datasets/issues/8178/events | https://github.com/huggingface/datasets/issues/8178 | 4,397,310,407 | I_kwDODunzps8AAAABBhmhxw | 8,178 | 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... | 2026-05-07T08:33:48 | 2026-05-12T04:57:48 | null | null | NONE | [] | null | null | null | null | ### 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8177 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8177/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8177/comments | https://api.github.com/repos/huggingface/datasets/issues/8177/events | https://github.com/huggingface/datasets/pull/8177 | 4,397,142,016 | PR_kwDODunzps7ZDxl2 | 8,177 | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8176 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8176/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8176/comments | https://api.github.com/repos/huggingface/datasets/issues/8176/events | https://github.com/huggingface/datasets/pull/8176 | 4,392,230,993 | PR_kwDODunzps7Yz3YC | 8,176 | 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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fix https://github.com/huggingface/datasets/issues/8169
fix https://github.com/huggingface/datasets/issues/7467 | {
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https://api.github.com/repos/huggingface/datasets/issues/8175 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8175/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8175/comments | https://api.github.com/repos/huggingface/datasets/issues/8175/events | https://github.com/huggingface/datasets/pull/8175 | 4,391,279,972 | PR_kwDODunzps7YwsCK | 8,175 | Support fsspec 2026.4.0 | {
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https://api.github.com/repos/huggingface/datasets/issues/8174 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8174/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8174/comments | https://api.github.com/repos/huggingface/datasets/issues/8174/events | https://github.com/huggingface/datasets/pull/8174 | 4,389,568,708 | PR_kwDODunzps7YrDH3 | 8,174 | 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... | 2026-05-06T07:29:30 | 2026-05-07T08:51:37 | null | null | NONE | [] | null | null | false | {
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8173 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8173/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8173/comments | https://api.github.com/repos/huggingface/datasets/issues/8173/events | https://github.com/huggingface/datasets/pull/8173 | 4,381,711,703 | PR_kwDODunzps7YRX72 | 8,173 | 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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8172 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8172/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8172/comments | https://api.github.com/repos/huggingface/datasets/issues/8172/events | https://github.com/huggingface/datasets/pull/8172 | 4,378,859,348 | PR_kwDODunzps7YICVj | 8,172 | 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."
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"merged_at": "2026-05-09T13:16... | 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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"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 | 2026-05-11T15:05:53 | null | null | NONE | [] | null | null | null | null | 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... | null | {
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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 | null | null | NONE | [] | null | null | false | {
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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... | null | {
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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 | null | NONE | [] | null | null | null | null | ### 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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https://api.github.com/repos/huggingface/datasets/issues/8168 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8168/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8168/comments | https://api.github.com/repos/huggingface/datasets/issues/8168/events | https://github.com/huggingface/datasets/pull/8168 | 4,363,768,223 | PR_kwDODunzps7XYxf3 | 8,168 | docs(map): clarify that fn_kwargs yields a stable cache fingerprint vs closures | {
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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... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/8167 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8167/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8167/comments | https://api.github.com/repos/huggingface/datasets/issues/8167/events | https://github.com/huggingface/datasets/issues/8167 | 4,356,674,999 | I_kwDODunzps8AAAABA62Vtw | 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 | null | null | NONE | [] | null | null | null | null | ### 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) ... | null | {
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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 | 2026-05-05T15:31:55 | 2026-04-30T15:38:42 | null | CONTRIBUTOR | [] | null | null | false | {
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"merged_at": "2026-04-30T15:38... | 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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https://api.github.com/repos/huggingface/datasets/issues/8165 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/8165/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/8165/comments | https://api.github.com/repos/huggingface/datasets/issues/8165/events | https://github.com/huggingface/datasets/issues/8165 | 4,354,878,889 | I_kwDODunzps8AAAABA5ItqQ | 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 | null | null | NONE | [] | null | null | null | null | ## 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... | null | {
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End of preview. Expand in Data Studio
GitHub Issues Dataset
Dataset Description
This dataset contains issues recorded from GitHub including pull requests collected from the Hugging Face datasets repository using the GitHub REST API.
This dataset was created to meet academic requirements with educational uses like:
- data collection
- augmentation
- transformer pipelines
- semantic search using FAISS
Data Collection
The data was collected by using GitHub REST API from the repository below:
- Repository: 'https://github.com/huggingface/datasets'
The following API endpoints were used:
- '/issues'
/issues/{issue_number}/comments
500 GitHub issues and pull requests were collected.
Features in Dataset
Dataset contains:
- issue titles
- issue body text
- issue comments
- issue labels
- issue state
- timestamps
- pull request metadata
Additional engineered features include:
is_pull_requestcomments
Augmentation and Processing
The dataset was augmented by:
Creating a boolean
is_pull_requestfeature to distinguish issues from pull requests.Retrieving issue discussion comments using the GitHub comments API endpoint.
These augmentations improve contextual understanding and semantic retrieval capabilities.
Intended Use
This dataset is intended for:
- NLP experimentation
- transformer inference
- semantic search
- educational purposes
- FAISS vector retrieval demonstrations
Limitations
- Dataset only reflects a small portion of one GitHub repository
- Some issues may contain incomplete or noisy text
- API results may change over time
- Dataset may contain technical jargon and inconsistent formatting
Licensing and Compliance Considerations
This dataset was created for educational and research purposes only.
The data was collected from GitHub Issue discussions which is publicly available and was done using GitHub REST API.
No private or confidential information was collected beyond publicly available metadata from GitHub.
Users of this dataset should comply with:
- GitHub's Terms of Service and API usage policies
Source content is attributable to the original GitHub contributors.
GitHub Repository: https://github.com/huggingface/datasets
GitHub REST API Documentation: https://docs.github.com/en/rest
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