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https://api.github.com/repos/huggingface/datasets/issues/7825
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3541176759
PR_kwDODunzps6vFc3H
7825
Fix ArrowInvalid for large variables
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Fixes #7821 In addition to the solution proposed in the issue, I encountered we also need to support 64bit types when writing using the `RecordBatchStreamWriter`. Not sure if we want to create such large objects in the CI, but this is the only way to test that the issue is fixed, therefore I added the unit test.
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https://api.github.com/repos/huggingface/datasets/issues/7824
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https://github.com/huggingface/datasets/pull/7824
3531240254
PR_kwDODunzps6ukXe9
7824
Fix batch_size default description in to_polars docstrings
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Fix batch_size default description in `to_polars` docstrings.
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3525440347
PR_kwDODunzps6uRkGa
7823
Fix random seed on shuffle and interleave_datasets
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closes #7567 Add `shift_rngs` method to `ExamplesIterable` that is called directly after sharding. If a generator is available (not the case for all subclasses) we update the seed of the generator by shifting by the worker_id. ~This is just the fix for `shuffle`, in the corresponding issue `interleave_datasets` i...
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https://api.github.com/repos/huggingface/datasets/issues/7822
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3525309651
PR_kwDODunzps6uRKIJ
7822
Retry open hf file
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Fix this error ```python File "/workdir/.venv/lib/python3.13/site-packages/datasets/utils/file_utils.py", line 934, in xopen file_obj = fsspec.open(file, mode=mode, *args, **kwargs).open() File "/workdir/.venv/lib/python3.13/site-packages/fsspec/core.py", line 147, in open return self.__enter__() ...
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3520913195
I_kwDODunzps7R3N8r
7821
Building a dataset with large variable size arrays results in error ArrowInvalid: Value X too large to fit in C integer type
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### Describe the bug I used map to store raw audio waveforms of variable lengths in a column of a dataset the `map` call fails with ArrowInvalid: Value X too large to fit in C integer type. ``` Traceback (most recent call last): Traceback (most recent call last): File "...lib/python3.12/site-packages/multiprocess/p...
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https://api.github.com/repos/huggingface/datasets/issues/7820
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3518633577
PR_kwDODunzps6t6suZ
7820
Keep hffs cache in workers when streaming
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(and also reorder the hffs args to improve caching) When using `DataLoader(iterable_dataset, num_workers=...)` the dataset is pickled and passed to the worker. However previously the resulting dataset would be in a process with an empty hffs cache. By keeping the cache attached to `IterableDataset`, the cached hffs ...
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3517086110
I_kwDODunzps7Ronme
7819
Cannot download opus dataset
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When I tried to download opus_books using: from datasets import load_dataset dataset = load_dataset("Helsinki-NLP/opus_books") I got the following errors: FileNotFoundError: Couldn't find any data file at /workspace/Helsinki-NLP/opus_books. Couldn't find 'Helsinki-NLP/opus_books' on the Hugging Face Hub either: Local...
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3515887618
I_kwDODunzps7RkDAC
7818
train_test_split and stratify breaks with Numpy 2.0
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### Describe the bug As stated in the title, since Numpy changed in version >2.0 with copy, the stratify parameters break. e.g. `all_dataset.train_test_split(test_size=0.2,stratify_by_column="label")` returns a Numpy error. It works if you downgrade Numpy to a version lower than 2.0. ### Steps to reproduce the bug ...
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3515755952
PR_kwDODunzps6tw-GG
7817
fix: better args passthrough for `_batch_setitems()`
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In Python 3.14, there's a change in the signature of `_Pickler._batch_setitems`. It's changed to: ```python # pickle.py def _batch_setitems(self, items, obj): # Helper to batch up SETITEMS sequences; proto >= 1 only save = self.save write = self.write ``` To accomodate this, in `dill`, we h...
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3512210206
I_kwDODunzps7RWBMe
7816
disable_progress_bar() not working as expected
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2025-10-14 23:49:26+00:00
NONE
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### Describe the bug Hi, I'm trying to load a dataset on Kaggle TPU image. There is some known compat issue with progress bar on Kaggle, so I'm trying to disable the progress bar globally. This does not work as you can see in [here](https://www.kaggle.com/code/windmaple/hf-datasets-issue). In contract, disabling pro...
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3511338522
PR_kwDODunzps6tiDIT
7815
Add nifti support
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Add support for NIfTI. supports #7804 This PR follows https://github.com/huggingface/datasets/pull/7325 very closely I am a bit unsure what we need to add to the `document_dataset.mdx` and `document_load.mdx`. I should probably create a dataset on the hub first to create this guide instead of copy+pasting from...
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7814
Allow streaming hdf5 files
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Add streaming support after https://github.com/huggingface/datasets/pull/7690, cc @klamike :) ## Details in `datasets` loaders, `open()` is extended to work with files that are on disk but also on HF. Files on HF are streamed using HTTP range requests using the `HfFileSystem` implementation in the `huggingface_hu...
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7813
Caching does not work when using python3.14
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### Describe the bug Traceback (most recent call last): File "/workspace/ctn.py", line 8, in <module> ds = load_dataset(f"naver-clova-ix/synthdog-{lang}") # или "synthdog-zh" для китайского File "/workspace/.venv/lib/python3.14/site-packages/datasets/load.py", line 1397, in load_dataset builder_instance =...
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7812
docs: document_dataset PDFs & OCR
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Use acronyms consistently across document_dataset docs.
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7811
SIGSEGV when Python exits due to near null deref
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### Describe the bug When I run the following python script using datasets I get a segfault. ```python from datasets import load_dataset from tqdm import tqdm progress_bar = tqdm(total=(1000), unit='cols', desc='cols ') progress_bar.update(1) ``` ``` % lldb -- python3 crashmin.py (lldb) target create "python3" Cur...
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7810
fix conda deps
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7809
Set dev version
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release: 4.2.0
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add an s to be consistent with pandas' on_bad_lines
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7806
Parquet: add `on_bad_file` argument to error/warn/skip bad files
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```python from datasets import load_dataset on_bad_file = "error" # default # on_bad_file = "warn" # warn and skip bad file # on_bad_file = "skip" # skip bad file ds = load_dataset(parquet_dataset_id, on_bad_file=on_bad_file) ```
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7805
Less api calls when resolving data_files
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There ~10 unnecessary `/api/datasets/user/dataset/revision`calls due to multithreading in data files resolution. I disabled multithreading, which was actually not useful anymore since `HfFileSystem` has been using caching for a while now.
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7804
Support scientific data formats
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List of formats and libraries we can use to load the data in `datasets`: - [ ] DICOMs: pydicom - [ ] NIfTIs: nibabel - [ ] WFDB: wfdb cc @zaRizk7 for viz Feel free to comment / suggest other formats and libs you'd like to see or to share your interest in one of the mentioned format
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7803
More Parquet streaming docs
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7802
[Docs] Missing documentation for `Dataset.from_dict`
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Documentation link: https://huggingface.co/docs/datasets/en/package_reference/main_classes Link to method (docstring present): https://github.com/huggingface/datasets/blob/6f2502c5a026caa89839713f6f7c8b958e5e83eb/src/datasets/arrow_dataset.py#L1029 The docstring is present for the function, but seems missing from the...
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7801
Add parquet scan options and docs
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I added scan options, useful to control buffering and caching when streaming and docs, including how to select a subset of columns and apply filters
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7800
Fix polars cast column image
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Fixes #7765 The problem here is that polars uses pyarrow large_string for images, while pandas and others just use the string type. This PR solves that and adds a test. ```python import polars as pl from datasets import Dataset import pandas as pd import pyarrow as pa from pathlib import Path shared_data...
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7799
Define CI future
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this should fix the CI which currently uses transformers on 3.9 while it's now unsupported
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7798
Audio dataset is not decoding on 4.1.1
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### Describe the bug The audio column remain as non-decoded objects even when accessing them. ```python dataset = load_dataset("MrDragonFox/Elise", split = "train") dataset[0] # see that it doesn't show 'array' etc... ``` Works fine with `datasets==3.6.0` Followed the docs in - https://huggingface.co/docs/dataset...
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7797
Datasets: Add WMT21 & WMT22 loaders (basic TSV loaders, sample data, tests)
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- Implemented TSV-based dataset loaders: - WMT21Dataset (local_datasets/wmt21/wmt21_dataset.py) - WMT22Dataset (local_datasets/wmt22/wmt22_dataset.py) These classes load source-target pairs from .tsv files for train, validation, and test splits. - Created sample dummy data for both datasets: - dummy_da...
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7796
Docs: fix typo, improve readability, add code comments
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What I did: - Fixed a small typo in README to improve clarity - Fixed repeated word "frameworks frameworks" - Split long paragraphs into shorter sentences for readability - Added # Example comments before code blocks for clarity Why: - Helps new users avoid confusion How I tested: - Checked locally in Markd...
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7795
Add pyarrow's binary view to features
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Basically https://github.com/huggingface/datasets/pull/7718 just for binary view instead of string view
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7794
Fix nested data conversions error in parquet loading (fixes #7793)
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Fixes #7793 ## Problem Loading datasets with deeply nested structures (like `metr-evals/malt-public`) fails with: ArrowNotImplementedError: Nested data conversions not implemented for chunked array outputs This occurs when parquet files contain nested data (lists, structs, maps) that exceed PyArrow's 16MB chun...
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7793
Cannot load dataset, fails with nested data conversions not implemented for chunked array outputs
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### Describe the bug Hi! When I load this dataset, it fails with a pyarrow error. I'm using datasets 4.1.1, though I also see this with datasets 4.1.2 To reproduce: ``` import datasets ds = datasets.load_dataset(path="metr-evals/malt-public", name="irrelevant_detail") ``` Error: ``` Traceback (most recent call las...
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7792
Concatenate IterableDataset instances and distribute underlying shards in a RoundRobin manner
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### Feature request I would like to be able to concatenate multiple `IterableDataset` with possibly different features. I would like to then be able to stream the results in parallel (both using DDP and multiple workers in the pytorch DataLoader). I want the merge of datasets to be well balanced between the different ...
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fix: add `num_proc` argument to `Dataset.to_sql`
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**Task Done:** - Resolve issue #7788 : Add the missing argument mapping in Dataset.to_sql (`src/datasets/arrow_dataset.py`)
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update tips in docs
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fix link for rotten_tomatoes dataset
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The current link leads to a 404 page.
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7788
`Dataset.to_sql` doesn't utilize `num_proc`
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The underlying `SqlDatasetWriter` has `num_proc` as an available argument [here](https://github.com/huggingface/datasets/blob/5dc1a179783dff868b0547c8486268cfaea1ea1f/src/datasets/io/sql.py#L63) , but `Dataset.to_sql()` does not accept it, therefore it is always using one process for the SQL conversion.
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7787
feat: avoid some copies in torch formatter
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## perf: reduce copies in TorchFormatter This PR make changes the torch formatter to avoid unnecessary copies and casts when converting decoded batches to tensors. Because many arrays are already in a torch-friendly memory layout and dtype, we can do zero‑copy conversions (`torch.from_numpy`) and only fall back t...
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Sample without replacement option when interleaving datasets
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Right now, `interleave_datasets` function with probabilities will sample with replacement. The PR adds the ability to sample without replacement. ``` import datasets # Create datasets of different sizes to test exhaustion data_a = [{"value": i, "source": "A"} for i in range(5)] data_b = [{"value": i, "source":...
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7785
Fix Audio docstring by removing unsupported mono argument
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This PR fixes issue #7745. Who can review: @lhoestq
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Support huggingface_hub v0.x and v1.x
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Related to https://github.com/huggingface/huggingface_hub/issues/3340. This PR adapts `datasets` to be compatible with both huggingface_hub v0.x and v1.x. In practice nothing else should change (I've checked the codebase). The `HfHubHTTPError` is a base error defined in `huggingface_hub` that inherits from `requ...
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set dev version
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