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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type timestamp[s] to null
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2224, in cast_table_to_schema
                  cast_array_to_feature(
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2002, in cast_array_to_feature
                  _c(array.field(name) if name in array_fields else null_array, subfeature)
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
                  return func(array, *args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2086, in cast_array_to_feature
                  return array_cast(
                         ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
                  return func(array, *args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1948, in array_cast
                  raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
              TypeError: Couldn't cast array of type timestamp[s] to null
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1339, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 972, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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Add _generate_shards
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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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add _OverridableIOWrapper
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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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Improve readability and documentation of indexing integration tests
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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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I_kwDODunzps7i6IeO
7,939
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 method to retrieve attributes from file object
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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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PR_kwDODunzps68QDVY
7,935
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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2026-01-06T10:26:51
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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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2026-01-03T05:52:02
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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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2026-01-09T19:22:17
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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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2026-01-09T19:22:55
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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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2026-01-10T01:24:56
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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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3,772,247,021
I_kwDODunzps7g1-vt
7,922
Support Apache TsFile Datasets
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2025-12-31T08:07:51
2026-01-05T08:23:21
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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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7,921
Add beginner-friendly quick installation verification tip in README
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2025-12-29T09:22:27
2025-12-29T09:22:27
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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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2025-12-28T22:35:24
2025-12-28T22:35:24
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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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7,919
Fix load_from_disk progress bar with redirected stdout
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2025-12-28T15:39:31
2026-01-02T11:00:20
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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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7,918
datasets.load_from_disk doesn't show progress bar
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2025-12-28T09:14:41
2025-12-28T15:07:01
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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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7,917
IterableDataset supports automatic sharding
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2025-12-27T16:48:29
2025-12-29T16:06:52
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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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2025-12-27T16:45:22
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GDPval dataset Word docs corrupted
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2025-12-26T09:06:13
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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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2025-12-28T07:25:42
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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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7,911
IndexError when saving few large examples to disk
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2025-12-22T11:33:19
2026-01-09T13:23:53
2026-01-09T13:23:52
CONTRIBUTOR
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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.
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7,909
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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2025-12-16T10:45:02
2026-01-06T15:04:43
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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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2025-12-14T20:34:31
2025-12-15T11:25:29
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CONTRIBUTOR
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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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https://github.com/huggingface/datasets/issues/7900
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`Permission denied` when sharing cache between users
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2025-12-09T16:41:47
2026-01-09T11:08:36
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NONE
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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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