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Updated get_dataset_config_names returning default in offline mode
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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 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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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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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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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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### 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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```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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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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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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Infer types from lance blobs
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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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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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following #7913
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fix for https://huggingface.co/datasets/arcprize/arc_agi_v2_public_eval
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Use Sequence instead of list in Dataset.from_parquet type hints
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This PR updates type annotations in Dataset.from_parquet to use Sequence instead of list to avoid mypy invariant type issues, as discussed in issue #5354.
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Revert "feat: avoid some copies in torch formatter (#7787)"
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This reverts commit c412a6f5a50955e141c5169bf7abe005d10228d2 (I assume it was ai generated which makes it hard for me to review and make sure it doesn't have bad edge cases, but lmk if it wasn't, anyways it didn't take into account the torch kwargs which are responsible for sending the data to the correct device)
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This PR improves the documentation in src/datasets/splits.py by: Fixing pluralization/grammar errors in docstrings (Lines 62, 73, 403). Adding Python type hints to the NamedSplit constructor for better code quality. Verified with ruff format and ruff check.
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[CUDA Tensors Not working in ~v4.5.0] set_format(type="torch", device="cuda") returns cpu
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### Describe the bug The problem is that when calling: ```ds.set_format(type="torch", columns = ["input", "labels"], device="cuda")``` The device type of the individual datapoints is now: `cpu` as opposed to `cuda:0`. With `v4.0.0` it still works. With `v4.5.0` it doesn't work anymore. Related Issue: https://github...
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Fix all exhausted without replacement
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Fix interleave_datasets "all_exhausted_without_replacement" stopping strategy - Corrected logic to ensure each sample is picked exactly once when using stopping_strategy="all_exhausted_without_replacement". - Adjusted boolean stopping condition to properly track dataset exhaustion. - Added test to verify the l...
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Is the 10k files / folder limit a hard limit for a dataset repo?
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### Feature request Can the hard limit of 10k files per folder be extended with acceptable loss in performance? ### Motivation I'm uploading a lance dataset to huggingface hub and have a folder inside lance internals (`data/*.lance/_transactions`) that has > 20k atomic transaction records and my commits are being re...
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Fix interleave_datasets with all_exhausted_without_replacement strategy
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When using interleave_datasets with stopping_strategy="all_exhausted_without_replacement" and probabilities=None, the function was incorrectly falling into the undersampling branch, causing it to stop at min(lengths) instead of continuing until all datasets were exhausted. This fix adds a specific branch to handle t...
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all_exhausted_without_replacement working same as first_exhausted
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### Describe the bug >>> from datasets import Dataset, interleave_datasets >>> d1 = Dataset.from_dict({"a": [0, 1, 2]}) >>> d2 = Dataset.from_dict({"a": [10, 11, 12, 13]}) >>> d3 = Dataset.from_dict({"a": [20, 21, 22]}) >>> dataset = interleave_datasets([d1, d2, d3], stopping_strategy="all_exhausted_without_replacemen...
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#5354: replace list with Sequence in from_parquet type hints
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\This PR replaces `list` type hints with `Sequence` in `from_parquet` to improve type checking. Note: Local pytest errors on Python 3.13 due to removal of `distutils` are unrelated to this change.
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This PR replaces `list` type hints with `Sequence` in `from_parquet` to improve type checking. Note: Local pytest errors on Python 3.13 due to removal of `distutils` are unrelated to this change.
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feat: Add GenBank file format support for biological sequence data
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## Summary Add native support for loading GenBank (.gb, .gbk, .genbank) files, a standard format for biological sequence data with annotations maintained by NCBI. ## Changes - Add `genbank` packaged module with pure Python state machine parser - Register GenBank extensions in `_PACKAGED_DATASETS_MODULES` and `_EXTENSI...
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## Summary Updated the Lance integration docs to match the official dataset cards and expand coverage of multimodal workflows in `use_with_lance.mdx`. ## Details - Added a Lance format-focused guidance page for multimodal examples: - Stream from the Hub via `datasets` API - Use Lance's dataset API to p...
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This PR adds an optional `return_file_name` parameter to the JSON dataset loader. When enabled, a new `file_name` column is added containing the source file name for each row. Default behavior is unchanged. Changes: - Add `return_file_name` to JsonConfig - Append file name during JSON table generation - Add t...
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MMLU get_dataset_config_names provides different lists of subsets in online and offline modes
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### Describe the bug When getting the config names of `cais/mmlu` in online mode, it provides the different subjects and `all` but in offline mode is provides `default` even with cached version of the dataset. ### Steps to reproduce the bug 1. First download dataset in online mode so that it is cached: ``` $ HF_DATA...
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Question: Is there a faster way to push_to_hub for large image datasets?
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# Question: Is there a faster way to `push_to_hub` for large image datasets? Or could this approach be integrated? Hi! I frequently work with large image datasets (100k-300k+ samples) and found that `dataset.push_to_hub()` can be quite slow. cc @lhoestq - would love your thoughts on this! I experimented with an alte...
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Useful to list a dataset's shards: ```python from datasets import load_dataset_builder, StreamingDownloadManager dlm = StreamingDownloadManager() def get_shards(dataset_name, *args, **kwargs): b = load_dataset_builder(dataset_name, *args, **kwargs) splits = b._split_generators(dlm) return list(...
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fix https://github.com/huggingface/datasets/issues/7936
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This PR simplifies the code pickle handling to only support Python 3.9+. Datasets requires Python 3.9+ (since PR #7474). There's some dill specific code branches checking for earlier versions of python which can be removed.
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### Summary This PR improves the readability and maintainability of the indexing integration tests by adding clear, detailed comments throughout the test suite. ### Motivation The indexing tests cover multiple backends (FAISS and Elasticsearch) and involve non-trivial workflows such as vector creation, indexing, q...
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datasets.load_from_disk progress bar optional manual control
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### Feature request This is tangentially related to [https://github.com/huggingface/datasets/issues/7918](https://github.com/huggingface/datasets/issues/7918). When loading a dataset with > 16 files a progress bar is shown (unless stdout is redirected or [https://github.com/huggingface/datasets/pull/7919](https://git...
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fix http://github.com/huggingface/datasets/issues/7936
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Fix duplicate log messages by disabling log propagation by default
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This PR fixes an issue where applications that configure logging see duplicate messages from `datasets`: ```python import logging logging.basicConfig(level=logging.WARNING) from datasets.utils.logging import get_logger get_logger("datasets.load").warning("This appears twice") ``` Outputs: ``` This appears ...
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_add_retries_to_file_obj_read_method makes file_obj invalid for pyarrow
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### Describe the bug I'm trying to use `load_dataset` to construct a dataset that read parquet data on HDFS streamingly, like ```python ds = load_dataset( "parquet", data_files={ "train": "hdfs://xxx/train*.parquet", "test": "hdfs://xxx/test*.parquet" }, streaming=True, ) ``` I encounte...
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Bug fix: Add HDFS hostname to protocol prefix
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For HDFS url with hostname like `hdfs://hostname/user/xxx`, the function `resolve_pattern` would drop the hostname, and outputs `hdfs:///user/xxx`. This may break later file operations by trying to connect to wrong HDFS cluster.
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xPath cannot handle hdfs:///xxxx properly
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### Describe the bug _as_str('hdfs:///xxxx') would return hdfs://xxxx. Removing one / and making the path invalid. For the use case like ``` ds = load_dataset( "parquet", data_files={ "train": "hdfs:///user/path/to/data/train*.parquet", }, streaming=True, storage_options={ "host": ...
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feat: Add Apache TsFile format support
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# Add Apache TsFile format support Adds support for loading `.tsfile` datasets. Closes #7922. ## What's TsFile? [Apache TsFile](https://tsfile.apache.org/) is a columnar time-series format popular in IoT. The TsFile community requested this integration and offered to help maintain it. ## What I did Creat...
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Fix duplicate keyword conflict in load_dataset_builder
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Fixes #4910 This PR fixes a bug where passing the same keyword in builder_kwargs and config_kwargs caused a TypeError in load_dataset_builder. The kwargs are now merged safely so config_kwargs override builder_kwargs without duplication. A regression test is added to prevent this from happening again.
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Enable CORS + HTTP Range support for browser partial reads on cas-bridge.xethub.hf.co (Parquet row-group access)
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### Feature request ## Summary Browser-based data tools need Range requests to read Parquet efficiently (footer + selected row groups). Downloads from the Hub redirect to cas-bridge.xethub.hf.co (Xet bridge). The redirected host fails CORS preflight for Range/HEAD workflows, blocking partial reads. ([Hugging Face](htt...
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Proposal: Protein 3D Structure Visualization for Dataset Viewer
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# Proposal: Protein 3D Structure Visualization for HuggingFace Dataset Viewer ## Executive Summary This proposal outlines adding 3D protein structure visualization to the HuggingFace Dataset Viewer, enabling users to interactively view PDB and mmCIF molecular structures directly within the dataset preview interface. ...
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Raise early for invalid `revision` in `load_dataset`
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Solves https://github.com/huggingface/datasets/issues/7928 Raise early for invalid revisions
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`load_dataset` `revision` param not respected when fetching from cache
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### Describe the bug `datasets.load_dataset` `revision` semantics are a bit inconsistent when the dataset is not found on the huggingface hub. When fetching the latest cached version of the dataset, the `revision` argument is ignored, so long as any cached versions of the dataset already exist in the HF cache. ### St...
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Using Stateful Dataloader with Split Dataset By Node and DCP for DDP
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### Describe the bug I am trying to determine how to save and load the Stateful Dataloader State with DCP and Split Dataset by Node for DDP. Currently, I am running into the issue where I am receiving a slow resume. ``` Neither dataset nor iter(dataset) defines state_dict/load_state_dict so we are naively fast-forwar...
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Add lightweight PDB (Protein Data Bank) file support
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## Summary This PR adds support for loading PDB (Protein Data Bank) files with `load_dataset()`, following the **ImageFolder pattern** where **one row = one structure**. Based on feedback from @lhoestq in #7930, this approach makes datasets more practical for ML workflows: - Each row is independent, enabling train/te...
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feat: Add mmCIF file support for macromolecular structures
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## Summary This PR adds support for loading mmCIF (macromolecular Crystallographic Information File) files with `load_dataset()`, following the **ImageFolder pattern** where **one row = one structure**. Based on feedback from @lhoestq in #7930, this approach makes datasets more practical for ML workflows: - Each row ...
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Add lightweight FASTQ file format support
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## Summary This PR adds support for loading FASTQ files directly with `load_dataset()`. FASTQ is an extension of FASTA that includes quality scores for each base, widely used for storing output from high-throughput sequencing instruments. ### Key Features - **Zero external dependencies** - Pure Python parser based o...
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feat(fasta): add lightweight FASTA file format support
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## Summary This PR adds support for loading FASTA files directly with `load_dataset()`, addressing feedback from #7851. FASTA is a text-based format for representing nucleotide sequences (DNA/RNA) or peptide sequences (proteins), widely used in bioinformatics. ## Key Features - **Zero external dependencies** - Uses...
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Support Apache TsFile Datasets
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### Feature request I would love to use Hugging Face datasets library to directly load datasets composed of .tsfile files, for example: `ds = load_dataset("username/dataset-with-tsfile-files")` This feature would allow researchers working on time-series tasks to seamlessly integrate datasets stored in the Apache TsF...
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Add beginner-friendly quick installation verification tip in README
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This PR adds a small beginner-friendly tip to help users quickly verify whether 🤗 Datasets is installed correctly by loading a simple dataset. This improves onboarding experience for first-time users and reduces confusion for beginners.
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Add progress_format support for machine-readable progress output
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## Summary Adds support to , enabling machine-readable JSON progress output similar to [huggingface/tokenizers#1921](https://github.com/huggingface/tokenizers/pull/1921). ## Motivation When using `datasets` in automated pipelines or UI applications, it's useful to emit machine-readable progress instead of ANSI prog...
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Fix load_from_disk progress bar with redirected stdout
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Fixes #7918 ## Problem When using `load_from_disk()` with `contextlib.redirect_stdout()`, the progress bar was not showing even for datasets with >16 files. ## Root Cause The `disable` parameter was set to `None` which triggers TTY auto-detection. This fails when stdout is redirected, causing the progress ba...
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datasets.load_from_disk doesn't show progress bar
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### Describe the bug This is the inverse of the bug at [https://github.com/huggingface/datasets/issues/7030](https://github.com/huggingface/datasets/issues/7030), i.e. that `datasets.load_from_disk(path)` displays no progress bar. My dataset has > 16 files in it. I am redirecting stdout as I capture the log, could th...
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IterableDataset supports automatic sharding
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### Feature request Added sharding function support to the streaming IterableDataset, allowing users to adjust the number of shards according to their training resources. For example: ``` dataset = load_dataset(*, stream=True) dataset = dataset.shard(num_shards=num_shards, num_samples=num_samples) #We may need to know...
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No description provided.
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GDPval dataset Word docs corrupted
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The [openai/gdpval](https://huggingface.co/datasets/openai/gdpval) dataset on Hugging Face contains Word .docx files with two types of corruption that cause Microsoft Word to display an "unreadable content" error. ### Root Causes 1. **Corrupted settings.xml**: The `word/settings.xml` file uses incorrect namespace pre...
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[ROCm] please install 'torchcodec'
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### Describe the bug Datasets library is widely used by many Python packages. Naturally, it is a requirement on many platforms. This includes vLLM for ROCm. During audio dataset tests, there is an exception triggered: ```python def decode_example( self, value: dict, token_per_repo_id: Optional[dict[str, Un...
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Add lance format support
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Add lance format as one of the `packaged_modules`. ```py import datasets ds = datasets.load_dataset("org/lance_repo", split="train") # Or ds = datasets.load_dataset("./local/data.lance") ```
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fix low but large example indexerror
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Fixes #7911. This PR simply implements the approach outlined in the corresponding issue, that if we have large examples, the number of shards should never be more than the number of samples. This is an absolute edge case, but can happen for image data.
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IndexError when saving few large examples to disk
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### Describe the bug I ran into this issue when processing a file (900MB) with just one example but simplified for a quicker reproducer below. The problem is that, if `num_shards` is not explicitly set, we calculate it manually using https://github.com/huggingface/datasets/blob/main/src/datasets/utils/py_utils.py#L96 ...
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Enhance cast_column() with cast_kwargs parameter
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Fixes #7909, #7766.
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Support cast_kwargs in cast_columns
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### Feature request expose `cast(**cast_kwargs)` to `cast_column()` https://github.com/huggingface/datasets/blob/0feb65dd8733191dd2d1e74215b422fc5939a56a/src/datasets/arrow_dataset.py#L2205 ### Motivation `cast_column()` wraps `cast()` function without exposing any `cast()` args. For large multi-modal datasets, e.g...
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set dev version
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Don't save original_shard_lengths by default for backward compat
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following #7897 but let users enable it with `datasets.config.SAVE_ORIGINAL_SHARD_LENGTHS = True` this is useful for the Dataset Viewer to know where each row comes from after converting to parquet
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Unbounded network usage when opening Data Studio
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### Describe the bug Opening the Data Studio tab on a dataset page triggers continuous and unbounded network traffic. This issue occurs across multiple browsers and continues even without user interaction. ### Steps to reproduce the bug https://huggingface.co/datasets/slone/nllb-200-10M-sample/viewer ### Expected...
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Request: Review pending neuroimaging PRs (#7886 BIDS loader, #7887 lazy loading)
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## Summary I'm building production neuroimaging pipelines that depend on `datasets` and would benefit greatly from two pending PRs being reviewed/merged. ## Pending PRs | PR | Description | Status | Open Since | |----|-------------|--------|------------| | [#7886](https://github.com/huggingface/datasets/pull/7886) |...
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Docs: add minimal usage example to dataset card guidelines
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Adds a short, minimal load_dataset example to the dataset card documentation to help first-time users quickly load and inspect datasets.
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The child process retrieves the dataset directly from the main process instead of executing `memory_mapped_arrow_table_from_file`.
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### Feature request The child process retrieves the dataset directly from the main process instead of executing `memory_mapped_arrow_table_from_file`. ### Motivation Because my local disk space is insufficient, I can only store a dataset on a remote Ceph server and process it using datasets. I used the data-juicer[h...
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ShuffledDataSourcesArrowExamplesIterable cannot properly resume from checkpoint
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### Describe the bug ShuffledDataSourcesArrowExamplesIterable cannot properly resume from checkpoint ### Steps to reproduce the bug 1. The reproducible code is as follows: ``` from datasets import Dataset, concatenate_datasets, interleave_datasets ds = Dataset.from_dict({"a": range(12)}).to_iterable_dataset(num_sha...
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`Permission denied` when sharing cache between users
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### Describe the bug We want to use `datasets` and `transformers` on a shared machine. Right now, each user has a separate HF_HOME in their home directory. To reduce duplicates of the datasets, we want to share that cache. While experimenting, we are running into `Permission denied` errors. It looks like this was sup...
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Add inspect_ai eval logs support
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Support for .eval log files from inspect_ai They are actually ZIP files according to the source code at https://github.com/UKGovernmentBEIS/inspect_ai/blob/main/src/inspect_ai/log/_log.py Unfortunately their format can't be converted to Parquet, so I had to JSON-encode all the nested values ```python ds = loa...
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docs: making PyPi to PyPI ensuring no spelling errors
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This PR adds a short clarification in the README section wherein PyPI the python package was mistakenly typed as PyPi which i have fixed
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Save input shard lengths
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will be useful for the Viewer, to know what (original) shard each row belongs to cc @cfahlgren1 next step is use it in Dataset Viewer and expose an API that returns the file containing the row at rowId (took the opportunity to remove unusued code)
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fix: force contiguous copy for sliced list arrays in embed_array_storage
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## Summary Fixes SIGKILL crash in `embed_array_storage` when processing sliced/sharded datasets with nested types like `Sequence(Nifti())` or `Sequence(Image())`. **Root cause**: When `ds.shard()` or `ds.select()` creates a sliced view, `array.values` on a sliced `ListArray` returns values with internal offset refere...
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fix: use temp files in push_to_hub to prevent OOM on large datasets
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## Summary Fixes memory accumulation in `_push_parquet_shards_to_hub_single` that causes OOM when uploading large datasets with many shards. **Root cause**: The current implementation stores ALL parquet shard bytes in memory via `BytesIO`, accumulating in the `additions` list. For N shards of ~300MB each, this requir...
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embed_table_storage crashes (SIGKILL) on sharded datasets with Sequence() nested types
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## Summary `embed_table_storage` crashes with SIGKILL (exit code 137) when processing sharded datasets containing `Sequence()` nested types like `Sequence(Nifti())`. Likely affects `Sequence(Image())` and `Sequence(Audio())` as well. The crash occurs at the C++ level with no Python traceback. ### Related Issues - #...
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push_to_hub OOM: _push_parquet_shards_to_hub accumulates all shard bytes in memory
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## Summary Large dataset uploads crash or hang due to memory exhaustion. This appears to be the root cause of several long-standing issues. ### Related Issues This is the root cause of: - #5990 - Pushing a large dataset on the hub consistently hangs (46 comments, open since 2023) - #7400 - 504 Gateway Timeout when u...
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encode nifti correctly when uploading lazily
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When trying to upload nifti datasets lazily I got the error: ```python from pathlib import Path from datasets import load_dataset nifti_dir = Path("<local_path>") dataset = load_dataset( "niftifolder", data_dir=str(nifti_dir.absolute()), streaming=True, ) dataset.push_to_hub(repo...
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Fixes #7877 and follows up on feedback from [`#7890`](https://github.com/huggingface/datasets/pull/7890). ## Context In [`#7890`](https://github.com/huggingface/datasets/pull/7890) it was introduced an automatic creation of the `TMPDIR` directory in `_TempCacheDir` so that `datasets` does not silently fall back to `/...
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Fix: Auto-create TMPDIR directory when it doesn't exist (Issue #7877)
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# Fix: Auto-create TMPDIR directory when it doesn't exist Fixes #7877 ## Description This PR fixes issue #7877 by implementing automatic creation of the `TMPDIR` directory when it is set but doesn't exist. Previously, `tempfile.mkdtemp()` would silently ignore `TMPDIR` and fall back to `/tmp` if the specified direct...
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## Problem `test_push_dataset_dict_to_hub_overwrite_files` intermittently fails with: ``` BadRequestError: LFS pointer pointed to a file that does not exist ``` This has been causing the `deps-latest` integration tests to fail on main (visible in recent CI runs). I ran into this while working on the BIDS loader PR an...
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Add type overloads to load_dataset for better static type inference
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Fixes #7883 This PR adds @overload decorators to load_dataset() to help type checkers like Pylance and mypy correctly infer the return type based on the split and streaming parameters. Changes: - Added typing imports (Literal, overload) to load.py - Added 4 @overload signatures that map argument combinations to...
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## Summary - **Single-line fix**: Change `dataobj=nifti_image.get_fdata()` → `dataobj=nifti_image.dataobj` - Preserves nibabel's `ArrayProxy` for true lazy loading instead of eagerly loading entire NIfTI files into memory - Improves error handling: corrupted files now fail at access time with clear context instead of s...
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feat(bids): Add BIDS dataset loader for neuroimaging data
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## Summary Adds native BIDS (Brain Imaging Data Structure) dataset loading support using PyBIDS, enabling `load_dataset('bids', data_dir='/path/to/bids')` workflow for neuroimaging researchers. **Contributes to #7804** (Support scientific data formats) - BIDS is a widely-used standard for organizing neuroimaging data...
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Add small paragraph and video.
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Fix 7846: add_column and add_item erroneously(?) require new_fingerprint parameter
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2025-11-27T19:32:10
2025-12-04T16:09:51
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Summary of the change: Made new_fingerprint optional (Optional[str] = None) in Dataset.add_column and Dataset.add_item Added a simple test to verify both methods work without providing a fingerprint Why this change is safe: The Dataset constructor already handles fingerprint=None by generating a new fingerpri...
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Data.to_csv() cannot be recognized by pylance
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2025-11-26T16:16:56
2025-12-08T12:06:58
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### Describe the bug Hi, everyone ! I am a beginner with datasets. I am testing reading multiple CSV files from a zip archive. The result of reading the dataset shows success, and it can ultimately be correctly saved to CSV. Intermediate results: ``` Generating train split: 62973 examples [00:00, 175939.01 examples/...
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Inconsistent loading of LFS-hosted files in epfml/FineWeb-HQ dataset
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2025-11-26T14:06:02
2025-12-19T14:09:45
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### Describe the bug Some files in the `epfml/FineWeb-HQ` dataset fail to load via the Hugging Face `datasets` library. - xet-hosted files load fine - LFS-hosted files sometimes fail Example: - Fails: https://huggingface.co/datasets/epfml/FineWeb-HQ/blob/main/data/CC-MAIN-2024-26/000_00003.parquet - Works: ht...
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Fix spurious label column when directories match split names
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2025-11-26T13:59:46
2025-12-08T12:21:54
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Issue - https://github.com/huggingface/datasets/issues/7880
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7,880
Spurious label column created when audiofolder/imagefolder directories match split names
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2025-11-26T13:36:24
2025-11-26T13:36:24
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## Describe the bug When using `audiofolder` or `imagefolder` with directories for **splits** (train/test) rather than class labels, a spurious `label` column is incorrectly created. **Example:** https://huggingface.co/datasets/datasets-examples/doc-audio-4 ``` from datasets import load_dataset ds = load_dataset("dat...
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python core dump when downloading dataset
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2025-11-24T06:22:53
2025-11-25T20:45:55
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### Describe the bug When downloading a dataset in streamed mode and exiting the program before the download completes, the python program core dumps when exiting: ``` terminate called without an active exception Aborted (core dumped) ``` Tested with python 3.12.3, python 3.9.21 ### Steps to reproduce the bug Cr...
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Replace papaya with niivue
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2025-11-21T22:19:56
2025-11-27T20:37:04
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I was contacted by Chris Rorden whose group is developing NiiVue (see https://github.com/niivue/niivue), which leverages WebGL2 (in contrast to Papaya which is WebGL1 based). He also offered support in the implementation, which might come in handy in case of any questions later on (see DICOM implemenation). I completel...
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