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2026-02-16 17:42:30
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https://api.github.com/repos/huggingface/datasets/issues/8008
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https://github.com/huggingface/datasets/pull/8008
3,948,857,401
PR_kwDODunzps7EJ_oM
8,008
fix: prevent duplicate keywords in load_dataset_builder (#4910)
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2026-02-16T17:42:30
2026-02-16T17:42:30
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NONE
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3,946,695,329
I_kwDODunzps7rPcqh
8,007
Add option for loading audio with video
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[ "Hi,\nI’m interested in working on this issue.\n\nFrom what I understand, audio decoding would involve an AudioDecoder, and previous discussions have suggested handling it separately. I’d like to explore whether integrating audio extraction in relation to the current video decoding workflow would be appropriate, or...
2026-02-16T09:11:02
2026-02-16T15:56:21
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NONE
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### Describe the bug Currently, `torchcodec` don't allow extracting `Audio` from `Video` https://github.com/meta-pytorch/torchcodec/issues/1158, but when I upload videos with audio to hub using `videofolder`, then this is not possible to retrieve audio from it. Probably `VideoDecoder` can be extended with `audio` para...
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3,944,394,074
I_kwDODunzps7rGq1a
8,006
Regression: from_generator crashes if one generator call returns no results
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2026-02-15T16:16:48
2026-02-15T16:16:48
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CONTRIBUTOR
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### Describe the bug Dataset.from_generator splits any list kwarg to the generator and makes a separate call to the generator for each member of the list even in the num_proc=1 case. I have a generator that processes a number of files, filtering them and producing examples. It used to be the case that things worked fi...
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3,941,908,297
I_kwDODunzps7q9L9J
8,005
Multi-channel audio is automatically cast to mono, num_channels is ignored
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[ "**Workaround**\nDirectly load audio using torchcodec, this is what datasets does under the hood (but doesn't maintain multi-channel)\n\n```python\nimport torchcodec\n\ndecoder = torchcodec.decoders.AudioDecoder(audio[\"bytes\"])\naudio_samples = decoder.get_all_samples()\n\naudio = audio_samples.data.numpy()\nsamp...
2026-02-14T17:28:03
2026-02-14T17:29:43
null
NONE
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### Describe the bug The `num_channels` parameter in `datasets.Audio()` is documented to preserve stereo channels when set to `None` (preserve original) or `2` (explicit stereo), but it currently downmixes all audio to mono regardless of this setting. ### Steps to reproduce the bug ```python import numpy as np impor...
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3,939,675,475
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8,004
fix save_to_disk/load_from_disk with pathlib.Path input
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2026-02-13T23:03:55
2026-02-13T23:03:55
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NONE
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Since #6704, `save_to_disk` and `load_from_disk` use `fsspec.core.url_to_fs` which expects a `str`, but both methods accept `PathLike` (which includes `pathlib.Path`). Passing a `Path` object raises a `TypeError` because `url_to_fs` can't handle it. Fixed by converting the path argument with `os.fspath()` before handi...
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3,938,501,557
PR_kwDODunzps7DoBmp
8,003
very basic support for more hf urls
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8003). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-13T18:30:56
2026-02-13T18:47:58
2026-02-13T18:47:57
MEMBER
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3,937,013,814
I_kwDODunzps7qqhA2
8,002
The `Sequence` class in features do not have "dtype"
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2026-02-13T12:45:19
2026-02-13T12:52:36
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NONE
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### Describe the bug **I'm not sure if this is a bug.** I see that a `FeatureType` object contains an attribute called `self.dtype` that is not covered when this feature is a `Sequence` or a `List`. When I try to run a multilabel classification with this example script from the transformers library: https://github....
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8,000
Fix: make environment variable naming consistent (issue #7998)
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[ "Hi @lhoestq ,\r\nI’ve addressed the inconsistent environment variable name HF_DATASETS_DISABLE_PROGRESS_BARS in docstrings and warning messages. Please review the changes and let me know if there’s anything else I should update to complete this issue fix." ]
2026-02-10T05:19:53
2026-02-16T15:29:49
2026-02-16T15:29:49
CONTRIBUTOR
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Fix: https://github.com/huggingface/datasets/issues/7998 **Summary** Addressed the inconsistent environment variable name HF_DATASETS_DISABLE_PROGRESS_BARS used for toggling progress bars, particularly in docstrings and warning messages. **Changes** Updated function docstrings to use the correct environment...
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7,999
Too many dataloader workers: 4 (max is dataset.num_shards=3). Stopping 1 dataloader workers.
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[ "Hi, thanks for the clear question and code snippet!\n\nFrom my understanding, **hf_dataset.num_shards** represents the number of actual iterable partitions that the streaming dataset can be read from in parallel. This is not the same as the number of underlying Parquet files—many files can be grouped into a much s...
2026-02-09T09:26:37
2026-02-15T14:25:56
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NONE
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Hi ! I’m working on training with a large-scale dataset (100+ Parquet files) using lazy loading, and I’m struggling to understand/optimize the num_shards setting— in the lerobot repo: streaming_datasets.py: ``` from datasets import load_dataset self.hf_dataset: datasets.IterableDataset = load_dataset( self....
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7,998
[doc] Inconsistant ENV VAR Name for Progress Bar Toggle
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2026-02-08T12:16:44
2026-02-16T15:29:50
2026-02-16T15:29:50
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Code uses env var name `HF_DATASETS_DISABLE_PROGRESS_BARS`. https://github.com/huggingface/datasets/blob/025593f2f0722f31fc136e0ae45da4ff44d4416a/src/datasets/config.py#L221-L226 Docstrings and warnings report env var name `HF_DATASETS_DISABLE_PROGRESS_BAR` without the ending `S`. https://github.com/huggingface/data...
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7,997
fix: Dataset.map writer initialization when first examples return None
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[ "Closing in favor of #7996 which addresses the same issue with the same fix." ]
2026-02-08T07:02:00
2026-02-11T08:23:06
2026-02-11T08:23:06
NONE
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Fixes #7990 ## Summary When Dataset.map is called and the first examples processed return None, the writer is never properly initialized, causing a ValueError. ## Changes - Modified _map_single to initialize the writer early if the first batch returns empty results - Ensures writer is set before the first call to w...
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7,996
Fix Dataset.map writer initialization when early examples return None
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2026-02-08T05:52:45
2026-02-08T05:52:45
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## Summary Fixes #7990 This PR fixes a bug in `Dataset.map()` where the writer initialization was incorrectly tied to the index being 0, causing crashes when the map function returns `None` for the first few examples and later returns a dict. ### Changes - **Non-batched mode** (line 3676): Changed from `if i == 0:...
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7,995
Bump fsspec upper bound to 2026.2.0 (fixes #7994)
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[ "Apologize for the ping @lhoestq but I wanted to know whether this is something you could look into? And more generally whether you have a policy to regularly bump fsspec? Thanks 🙏", "thanks for opening a PR, I'm triggering the CI and I'll merge if it's all green :)", "The docs for this PR live [here](https://...
2026-02-08T05:43:15
2026-02-16T15:28:59
2026-02-16T15:28:59
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Fixes #7994 and e.g. “Bumps fsspec upper bound so the latest version can be used; CI will validate compatibility.”
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Bump fsspec upper bound constraint
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2026-02-06T11:37:54
2026-02-16T15:29:00
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Would it be possible to bump fsspec upper bound to the latest (2026.2.0)? I saw you had some API compat issues in the past (https://github.com/huggingface/datasets/issues/7326) and I understand the need for an upper bound. But I wonder if you think your CI and tests are a good proxy to catch fsspec API breakage? If t...
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:sparkles: Add 'SparseCsv' builder and 'sparse_collate_fn' for efficient high-dimensional sparse data loading
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2026-02-04T21:59:39
2026-02-04T22:00:48
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This PR introduces a new dataset builder, SparseCsv, designed to handle "wide" tabular datasets (e.g., 100k+ columns common in transcriptomics, sparse NLP features, or recommender systems) that are typically too large to load into memory as dense Arrow tables. It also adds a utility function, `sparse_collate_fn`, to...
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Add `IterableDataset.reshard()`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7992). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-04T18:24:41
2026-02-04T18:55:38
2026-02-04T18:55:35
MEMBER
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To increase the number of shards of a dataset, you can use [`IterableDataset.reshard`]: ```py >>> dataset IterableDataset({ features: ['label', 'title', 'content'], num_shards: 4 }) >>> dataset.reshard() IterableDataset({ features: ['label', 'title', 'content'], num_shards: 3600 }) ``` ...
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list(api.list_datasets()) giving jsondecode error
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2026-02-04T14:39:46
2026-02-05T10:30:09
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i am using the python api wrapper to list all datasets available on hugging face. This is for research, and i need all datasets to determine which % have language tags and other related questions requiring the total list. However, the following code that worked a few months ago: ``` from huggingface_hub import HfApi a...
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7,990
Dataset.map crashes when first examples return None and later examples return dict — writer not initialized
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2026-02-04T10:43:20
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### Describe the bug I detected a serious [bug from datasets/arrow_dataset.py](https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L3676) --- **Description of the bug** `Dataset.map` crashes with `writer is None` when the map function returns `None` for the first few examples and a diction...
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Remove pre-release workaround in CI for `transformers v5` and `huggingface_hub v1`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7989). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-02-04T09:42:49
2026-02-04T15:20:04
2026-02-04T15:20:02
CONTRIBUTOR
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This PR removes workaround for pre-release `transformers v5.*` / `huggingface_hub v1.*` in `test_py314_future` job since they are now officially released. cc @Wauplin just for viz since you introduced this in https://github.com/huggingface/datasets/pull/7783.
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`Dataset.map()` breaks when `function` calls `import polars as pl` and `num_proc`>1: "UnboundLocalError: cannot access local variable 'pl' where it is not associated with a value"
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2026-02-04T08:42:23
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### Describe the bug # Repro These two conditions seem to consistently reproduce the issue: - function passed to `Dataset.map()` explicitly or implicitly calls `import polars as pl` - `num_proc` > 1 # Trace ``` RemoteTraceback Traceback (most recent call last) RemoteTraceback: """ Traceback...
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Fix index out of bound error with original_shard_lengths.
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2026-02-04T05:20:43
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I have gotten the following error ``` original_shard_lengths[original_shard_id] += 1 ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^ IndexError: list index out of range ``` Not sure what causes it, but this fixes the error. This may not be the proper fix for the root cause though.
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`Dataset.map()` causes cache miss/fingerprint change when closure captures self containing non-deterministic state.
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[ "I suggest metion this in docs specifically for attention with use, tell users explicitly to pass arguments with `fn_kwargs` param or using `functools.partial` to create a pure funcion." ]
2026-02-03T19:16:49
2026-02-06T08:38:13
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### Describe the bug When using `.map()` with a function defined inside a **class (of which has any non-deterministic states)** method (a closure), if that function captures `self` to access a configuration variable (e.g., self.foo), the fingerprint mechanism serializes the entire class instance state. If the class i...
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Remove unused data files optims
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this fixes module inference when there are many metadata files e.g. the lance dataset at https://huggingface.co/datasets/davanstrien/encyclopaedia-britannica-lance has > 200 metadata files those optims are not used anymore, they come from a time we were dealing with slow data files iterators instead of lists
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Add Zarr streaming support (POC)
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Add initial Zarr streaming support (POC). This introduces a `zarr` packaged module and docs/tests to validate basic loading. Note: I pushed a follow-up commit to fix an accidental duplication in `benchmarks/benchmark_zarr_streaming.py` (file now contains a single benchmark script).
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Fix unstable tokenizer fingerprinting (enables map cache reuse)
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2026-02-02T23:34:51
2026-02-09T22:14:43
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Fix unstable dataset fingerprinting when hashing `PreTrainedTokenizerFast`. Some tokenizers backed by `tokenizers.Tokenizer` mutate runtime settings (padding/truncation) when called, which can change the serialized state and make dataset fingerprints unstable. That prevents `.map(load_from_cache_file=True)` from reusi...
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Support pandas 3
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Drop python 3.9
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EOL was a few months ago, and transformers doesn't support 3.9 anymore
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Use temp files in push_to_hub to save memory
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write parquet data to temp files on disk prior to upload to save memory this is enabled for for datasets loaded using streaming=True/False
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Fix 4910 kwargs
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Fix #4910 : Merge duplicate kwargs in `load_dataset_builder()` Problem: load_dataset("dataset", base_path="./data")` gives TypeError("multiple values for keyword 'base_path') Fix: {**builder_kwargs, **config_kwargs} to user kwargs override dataset defaults Repro : python Before: TypeError load_dataset("r...
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Updated get_dataset_config_names returning default in offline mode
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2026-01-31T12:56:21
2026-02-01T07:25:33
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When a dataset is cached and accessed in offline mode, get_dataset_config_names was returning default instead of the actual cached config names. This happened because CachedDatasetModuleFactory.get_module returned a DatasetModule without builder_configs_parameters, causing the fallback to default in get_dataset_config_...
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Write image/audio/video blobs as is in parquet (PLAIN)
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following #7971
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Docs: add Dataset.from_dict example
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2026-01-31T07:00:43
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Docs: add a minimal `Dataset.from_dict` example. This helps new users discover the most direct way to build a small dataset from in-memory Python data. Docs-only change.
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Avoid passing duplicate keyword arguments to `load_dataset_builder`. Some module factories provide values in `builder_kwargs` (e.g. `base_path`), and users can also pass the same keys via `config_kwargs`, which raises: `TypeError: ... got multiple values for keyword argument ...`. Fix: if `config_kwargs` is provided,...
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Fix resolve_pattern for local symlinked files
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[ "Hi! It looks like the GitHub Actions check suites for this PR are in `action_required` (no workflows actually ran). This is usually due to fork workflow approval.\n\nCould a maintainer please approve/run the workflows so CI can execute? Happy to address anything CI flags once it runs." ]
2026-01-31T06:04:51
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Fix `resolve_pattern` for *local symlinked files*. Problem: on the local `file://` filesystem, `fsspec` can report symlinks as `type=="other"` and omit the `islink` flag, so symlinked files are skipped. Fix: when `protocol=="file"`, treat `os.path.islink(filepath)` as a link candidate and include it if it resolves to...
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feat: implement iter_arrow for skip, take and step iterables
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2026-01-30T05:47:13
2026-02-17T06:56:40
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This commit optimizes streaming operations by implementing [_iter_arrow](cci:1://file:///c:/Users/ASUS/Desktop/datasets/src/datasets/iterable_dataset.py:377:4-391:57) for [SkipExamplesIterable](cci:2://file:///c:/Users/ASUS/Desktop/datasets/src/datasets/iterable_dataset.py:1798:0-1892:42), [TakeExamplesIterable](cci:2:...
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push_to_hub() for videos
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7971). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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possible now that row group sizes are auto-determined based on the content size after https://github.com/huggingface/datasets/pull/7589 Videos are uploaded as PLAIN in Parquet to make sure they can be seeked remotely and with random access to frames in https://github.com/huggingface/datasets/pull/7976 In the futu...
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cast_column(..., Audio) fails with load_dataset("csv",)
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[ "The following code *does* work:\n```py\nfrom datasets import load_dataset,Audio,Features\n\ndataset = load_dataset(\"csv\",data_files=\"audio.csv\",features=Features({\"audio\": Audio()}))\nprint(dataset[\"train\"][0][\"audio\"])\n```", "Thanks for reporing ! Are you using pandas v3 by any chance ? The CSV loade...
2026-01-29T09:33:35
2026-01-29T22:24:14
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### Describe the bug Attempt to load a dataset from a csv with a single `audio` column with a single row with a path to an audio file fails when casting the column to Audio, but the exact same dataset created from a dictionary succeeds. ### Steps to reproduce the bug 1. Have any valid audio file `audio.wav` 2. Have ...
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Count examples in lance
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7969). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-01-28T12:00:37
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```python In [1]: from datasets import load_dataset_builder, StreamingDownloadManager In [2]: b = load_dataset_builder("lance-format/openvid-lance") Resolving data files: 100%|█| 240/240 [00:00<00:00, 42675.64it/s In [3]: b.count_examples(StreamingDownloadManager()) Out[3]: {'train': 937957} ```
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Potential conflicting type checks and dead code in `/src/datasets/table.py`
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[ "ConcatenationTable is a subclass of datasets.table.Table but not pa.Table, so it should be fine" ]
2026-01-28T11:34:53
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When statically analyzing and manually reviewing the code, I noticed a potential logic conflicting in `/src/datasets/table.py` as follows: ``` def to_blocks(table: Union[pa.Table, Table]) -> list[list[TableBlock]]: if isinstance(table, pa.Table): return [[InMemoryTable(table)]] elif isinstance(ta...
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Issue 7756 Fix - multiprocessing hang issue with start method check
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2026-01-28T05:02:20
2026-01-31T18:26:03
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Added a fix to prevent multiprocessing hangs by checking the start method. Detects bad multiprocessing start_method, fallback happens. https://github.com/huggingface/datasets/issues/7756
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7966). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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Ex: infer Video() type in https://huggingface.co/datasets/lance-format/openvid-lance and Image() type in https://huggingface.co/datasets/lance-format/laion-1m ```python from datasets import load_dataset ds = load_dataset("lance-format/laion-1m", streaming=True, split="train") print(ds.feature["image"]) # Image...
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`huggingface_hub.errors.HfHubHTTPError: 404 Client Error: Not Found for url` when fetching a dataset with `datasets.load_dataset`
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[ "Hi ! Yes you should use `cornell-movie-review-data/rotten_tomatoes` instead of `rotten_tomatoes`, which is the legacy name. Those datasets have been moved under their actual owners accounts some time ago (but we were keeping the old names as aliases)\n\nSome other impacted names are:\n- `imdb` -> `stanfordnlp/imdb...
2026-01-27T02:20:31
2026-01-28T15:14:50
2026-01-28T15:14:50
NONE
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Not a bug but a question. We started getting the following error: https://github.com/mlflow/mlflow/actions/runs/21368603305/job/61506951617 ``` ests/data/test_huggingface_dataset_and_source.py::test_from_huggingface_dataset_constructs_expected_dataset_with_revision - huggingface_hub.errors.HfHubHTTPError: 404 Client ...
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handle blob lance
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7964). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-01-26T22:56:24
2026-01-26T22:59:18
2026-01-26T22:56:38
MEMBER
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following #7913
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