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Include all test files in sdist via MANIFEST.in
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Fixes #8159. ## What's wrong The sdist on PyPI for `datasets==4.8.5` only ships **37 of the 95** files under `tests/`. Without an explicit `MANIFEST.in`, setuptools' default sdist behavior includes only top-level `tests/test_*.py` files and drops everything else. Files missing from the current sdist: - `tests/conft...
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Pass library_name/version to HfApi in dataset push and delete paths
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Adds `library_name="datasets"` and `library_version=__version__` to 12 bare `HfApi(endpoint=..., token=...)` instantiations across `hub.py`, `arrow_dataset.py`, `iterable_dataset.py`, and `dataset_dict.py`. Commits made via `push_to_hub` / `delete_from_hub` currently report a User-Agent of `unknown/None; hf_hub/X.Y.Z; ...
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feat: add TsFile (Apache IoTDB) packaged builder with per-device wide format
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[ "Hi team πŸ‘‹\n\nA bit of background on me: I'm a PMC member of both [Apache TsFile](https://tsfile.apache.org/) and [Apache IoTDB](https://iotdb.apache.org/), and one of the core contributors to the TsFile format specification and its Python SDK ([`tsfile` on PyPI](https://pypi.org/project/tsfile/)). I've been worki...
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Closes #7922 ## Summary Add a packaged builder for [TsFile](https://tsfile.apache.org/) β€” the columnar time-series file format used as the native storage layer of [Apache IoTDB](https://iotdb.apache.org/). This enables `load_dataset("tsfile", data_files="...")` with automatic `.tsfile` extension detection. ### Data ...
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tests/conftest.py, tests/_test_patching.py, tests/fixtures/fsspec.py and other files are missing from the PYPI distribution
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### Describe the bug Version: 4.8.5 ### Steps to reproduce the bug n/a ### Expected behavior n/a ### Environment info n/a
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Fix revision-aware cache lookup in load_dataset
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Fixes #7928 When `load_dataset()` falls back to the local cache, for example when offline or when the Hub is unreachable, it ignores the `revision` argument and simply returns the most recently modified cached version. This can lead to unexpected behavior when a specific revision is requested. This happens becaus...
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Fix base_path in integration tests
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Fix null in embed storage
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Fix tilde expansion for local data_files paths
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Summary - expand `~` before classifying local `data_files` patterns - add a regression test covering `resolve_pattern(os.path.join("~", ...), ...)` Impact - `load_dataset(..., data_files="~/path/to/file.parquet")` currently treats `~` as a literal relative directory under the working tree instead of the user's home di...
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fix original_files missing in ci json test
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following https://github.com/huggingface/datasets/pull/8150
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fix the viewer at https://huggingface.co/datasets/raivn/vn-test/discussions/1 kinda related: https://github.com/huggingface/datasets/issues/5717
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[Optimization] Prevent per-thread instantiation of Cloud Storage FileSystem during Data loading initialization
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[ "Is it open for contribution?", "I think arbitrary filesystems would be recreated in every thread in any case, unlike HfFileSystem which has custom code to handle this." ]
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### Feature request Modify the dataset loading initialization, so that fsspec filesystem instances (like GCSFileSystem or S3FileSystem) are instantiated once in the main thread and explicitly passed down to the background threads. By pre-instantiating the fs object in the main thread (where the directory cache from g...
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Add Apache Iceberg format support
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# Add Apache Iceberg format support ## Motivation Apache Iceberg is the most widely adopted open table format for data lakes, supported by Databricks, Snowflake, AWS Glue, Dremio, and others. A large amount of ML training data lives in Iceberg tables. Currently, users must manually export Iceberg data t...
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Fix iterable map resume state
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8147). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I took the liberty of adjusting the fix to still use the iter_arrow in `FormattedExampl...
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Fixes: https://github.com/huggingface/datasets/issues/8145 ## Root Cause `FormattedExamplesIterable.__iter__` ignored `force_convert_to_python` and used Arrow batch iteration, advancing the underlying state by a full Arrow chunk before yielding Python examples. ## Fix Only use Arrow batch iteration whe...
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fix: tolerate chmod PermissionError on flat-permission filesystems
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## Summary Fixes #8125. `Dataset.map()` (and the indices writer in `Dataset.flatten_indices` / `Dataset.select` path) calls `os.chmod(cache_file, 0o666 & ~umask)` on the freshly moved cache file. On flat-permission filesystems β€” GCS FUSE, S3 FUSE mounts, and similar object-storage-backed mounts β€” `chmod` raises `Perm...
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`.map()` on a streaming IterableDataset silently skips examples after load_state_dict
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[ "I think this line here is causing issues: \nhttps://github.com/huggingface/datasets/blob/2724a653e7582077be647d3fdfe8cd1fac27b85f/src/datasets/iterable_dataset.py#L2225\nIt ignored force_convert_to_python, so it consumed a full Arrow chunk.\nI think it can be fixed if you add `self.force_convert_to_python` to the ...
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### Describe the bug After `ds.map(fn)` on a streaming IterableDataset, saving state_dict() and loading it into a fresh dataset does not resume at the correct position. It jumps forward by up to one Arrow read-chunk (~1000 rows). ### Steps to reproduce the bug ```python from datasets import Dataset ds1 = Dataset.fr...
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Add Apache TsFile packaged module and Time Series docs category
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## What does this PR do? Adds first-class support for the [Apache TsFile](https://tsfile.apache.org/) columnar time-series format (used by [Apache IoTDB](https://iotdb.apache.org/) and other time-series systems) to πŸ€— Datasets, and surfaces time-series datasets as a dedicated modality in the documentation sidebar...
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Tag OpenClaw datasets from Pi agent sessions. Will add a PR to add icon for it in moon too cc: @merveenoyan
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fix: replace list with Sequence in public API type hints
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Fixes #5354 Replaced `list` with `Sequence` in public API function signatures across: - `arrow_dataset.py` β€” from_csv, from_json, from_parquet, from_text - `iterable_dataset.py` β€” from_csv, from_json, from_parquet, from_text - `combine.py` β€” interleave_datasets, concatenate_datasets - `dataset_dict.py` β€” remov...
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Fix Image feature to dynamically select pyarrow storage type for large binary/string inputs
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[ "Hi ! if the goal to fix the linked issue maybe we can find a simpler approach.\r\n\r\nWhile your PR seems to solve it, it needs extra careful attention to not add regressions for image datasets, in particular when it comes to data with mixes of both binary and large_binary\r\n\r\ne.g.\r\n- concatenating image data...
2026-04-17T07:28:01
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Add dynamic pyarrow storage type selection to the Image feature so that pa.large_binary() and pa.large_string() inputs are preserved natively instead of being cast down to pa.binary() / pa.string() Introduce _get_target_pa_type() to detect large types from incoming storage and _to_struct_storage() to build struct arra...
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fix warning in ci
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otherwise it raises an issue from transformers smh ``` ../../.pyenv/versions/3.12.2/envs/hf-datasets/lib/python3.12/site-packages/transformers/__init__.py:843: in _getattr return getattr(importlib.import_module(target, __name__), new_name) ../../.pyenv/versions/3.12.2/lib/python3.12/importlib/__init__.py:90: ...
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update ci uer
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chore: bump doc-builder SHA for main doc build workflow
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Bump the pinned doc-builder SHA so that main documentation builds also sync to the HF bucket (dual-write).
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Fix: decode JSON type before to_list or to_dict is called
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[ "@lhoestq Could this be reviewed and merged if it's a suitable solution?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8137). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "`datasets`...
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**Motivation**: There is a change in the approach to decoding JSON types, added in https://github.com/huggingface/datasets/commit/d560b58e1f1ec96591a95a1780ee118f5eea6c74. Since 4.7.0, to_list() returns raw JSON strings for columns stored as Json(), while direct access via getitem returns dicts. In versions prior t...
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Remove print statement in JSON processing
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Remove debug print statement for JSON field paths.
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Add Zarr / OME-Zarr Dataset Support
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[ "How does this PR related to the existing one at https://github.com/huggingface/datasets/pull/7983 ?\r\nThey could be complementary, maybe it's worth checking how we can take the best of both PRs ?", "Hi @lhoestq, thanks for your reply. \r\n\r\nMy understanding is that #7983 models a **Zarr store as a dataset**: ...
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# Add Zarr / OME-Zarr Dataset Support ## TL;DR This PR adds support for Zarr-backed datasets to `datasets`, with a focus on lazy, streaming-friendly access to large multidimensional arrays. It introduces a new `Zarr` feature, lazy proxy objects for arrays, groups, and OME-Zarr multiscale images, a `zarrfolder` pa...
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chore: bump doc-builder SHA for PR upload workflow
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Switch the PR doc upload flow from the legacy dataset push to the new HF bucket.
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8,133
use full repo-relative file path instead of filename for agent traces
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8133). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "thanks ! let me push some adjustments, and yea let's use file_path instead" ]
2026-04-14T21:56:43
2026-04-15T11:18:56
2026-04-15T11:18:54
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We want to include full path of the file so it's easier to fetch the full trace from repo - Store the full repo-relative path in `file_name` instead of just the basename - Extracts the path from the `hf://` origin URL set by the download manager Before: `file_name = "614b8d50-097f-4e36-aee0-1fdd053335e7.js...
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8,132
fix(Dataset.map): initialize writer on first non-None output instead of first index
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2026-04-14T08:48:37
2026-04-17T18:32:45
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## What does this PR do? Fixes #7990 ## The Bug When a map function returns `None` for the first examples and a dict for later ones, `Dataset.map()` crashes with: AttributeError: 'NoneType' object has no attribute 'write' This happens because the ArrowWriter was initialized only when processing ind...
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8,131
datasets.to_list: Behaviour change in version 4.7.0 with the addition of JSON type
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[ "I think we can go for the same approach as in https://github.com/huggingface/datasets/pull/8122 which decodes the JSON data (and supports JSON nested in other objects)\n\n(Or decide to decode all the features types, which I think could make sense, but this needs more careful handling so this should be discussed in...
2026-04-13T06:06:43
2026-04-27T15:32:30
2026-04-27T15:32:30
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### Describe the bug There is a change in the approach to decoding JSON types, added in https://github.com/huggingface/datasets/commit/d560b58e1f1ec96591a95a1780ee118f5eea6c74. Since 4.7.0, to_list() returns raw JSON strings for columns stored as Json(), while direct access via __getitem__ returns dicts. In versions...
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fix: mutable default argument in `_visit_with_path`
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2026-04-11T05:36:02
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Replace `visit_path: _VisitPath = []` with `Optional[_VisitPath] = None` to avoid the mutable default argument anti-pattern ([B006](https://docs.astral.sh/ruff/rules/mutable-argument-default/)). While the current callers always use `visit_path + [k]` (creating new lists), the shared default list is a latent bug that w...
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8,129
`load_dataset()` hangs when `hf_xet` is enabled
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[ "Apologies, seems to have been a stale cache issue. Nuking the datasets cache fixed the issue" ]
2026-04-10T21:00:24
2026-04-10T21:07:56
2026-04-10T21:07:56
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### Describe the bug Hi! I am getting a peculiar download issue on the latest versions of `datasets` and `hfh` where datasets hang indefinitely: ```py from datasets import load_dataset load_dataset("openai/gsm8k", "main", split="test") ``` Note that: - streaming=True works. - Direct Hub access works. - Th...
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Don't include files list DatasetInfo (and remove old stuff)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8128). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-10T15:30:24
2026-04-16T09:23:48
2026-04-16T09:23:45
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this will fix the viewer when it saves the dataset info in mongo, for datasets with a lot of files this can make the mongo doc too big for mongo I also removed old deprecated stuff linked to files list like the old concept of "post-processing" and cleaned the checksum recording logic
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Support explicit harness field in agent traces
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[ "For a concrete example, [https://huggingface.co/datasets/jedisct1/agent-traces-swival](https://huggingface.co/datasets/jedisct1/agent-traces-swival) currently shows `claude_code` because it shares field names with Claude Code, despite an explicit `harness` field identifying the harness as not Claude Code.\r\n", ...
2026-04-08T15:39:48
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Hi! This small PR allows an optional `harness` field to be parsed. When present, the harness field takes priority over type-value heuristics. This allows agents to self-identify even when they contain property names that collide with an existing harness ("session", "system", etc.)
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Fix batching for table-formatted datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8126). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-08T13:05:36
2026-04-10T13:14:01
2026-04-10T13:14:00
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## Summary Fix #8075 Fix `.batch()` on table-formatted `Dataset` and `IterableDataset`. Before this change, calling `.batch()` on datasets formatted as `pyarrow`, `pandas`, or `polars` could fail because the batching path assumed dict-like inputs. This updates batching to use an Arrow-based path for table-style ...
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Feature request: being able to disable chmod for flat permission filesystems
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[ "Context: the operation fails on GCS FUSE mounts, and likely will on similar s3-backed file systems.\n\n File \"/home/user/.venv/lib/python3.12/site-packages/datasets/arrow_dataset.py\", line 3747, in _map_single ...
2026-04-08T08:17:14
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### Feature request For flat permission file systems, `os.chmod` simply fails when trying to cache datasets - in some places such as: https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L4043-L4048 for arrow datasets. This seems to be optional to obtained desired behavior as simply comment...
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fix: decode Json() values before calling DataFrame.to_json() (#8116)
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[ "Just committed the fix, please let me know if there are any other issues", "Thanks for the quick fix!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8122). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after ...
2026-04-04T23:54:37
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# Summary fixes (https://github.com/huggingface/datasets/issues/8116) Basically the issue is that if a dataset column uses Json() as a feature type, calling to_json() on that dataset causes a raw json escaped string to be exported, without decoding it first. ### root cause `to_json` exports feature values in their...
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Fix Audio.cast_storage for CSV-loaded large_string columns
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[ "Thanks for the investigation and the fix ! This makes me think that maybe load_dataset(\"csv\") should return \"string\" types instead of \"large_string\" to be consistent with load_dataset(\"json\") as well as the Dataset.from_xxx methods", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/d...
2026-04-04T12:44:03
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## Summary This PR fixes `Audio.cast_storage()` so that audio path columns loaded as `large_string` can be cast to `Audio()` correctly. ## Motivation `Dataset.from_dict({"audio": [...]})` produces a `string` column and `cast_column("audio", Audio())` works, but `load_dataset("csv", ...)` produces a `large_string` ...
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Patch fields truncated β€” missing trailing newlines
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[ "Hi, I'd like to work on this issue. I'll try to reproduce this issue and see where the newline is being stripped.", "Hi @hetao-git\n\nI was able to reproduce this issue, I used the instance \"atlanhq_atlan-python_pr37\" from the AweAI-Team/Scale-SWE dataset. I observed that applying the GitHub patch (pull/37.dif...
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Description: Multiple entries in the dataset have patches (test.patch and fix.patch) and f2p_patch fields with truncated content. The trailing blank lines that are part of valid unified diff format are stripped, causing git apply to fail with "corrupt patch" errors. Affected instances (confirmed): atlanhq_atlan-python...
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`to_json()` serializes `Json()` feature as escaped string instead of native JSON object
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[ "Hi! I ran into this issue as well, I think the root cause was that under `_batch_json()` of `JsonDatasetWriter` it was directly exporting the encoded string without decoding it first. I will try to add a PR with a small fix. ", "#self-assign" ]
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### Describe the bug When a dataset column uses the `Json()` feature type, calling `to_json()` writes the value as an escaped JSON string (e.g., `"{\"cat_a\":1,\"cat_b\":2}"`) instead of a native JSON object (e.g., `{"cat_a":1,"cat_b":2}`). This causes two problems: 1. The output JSON file is not interoperable with ...
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fix: preserve features in IterableDataset.add_column (fixes #5752)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8115). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-02T14:48:19
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## Summary Fixes #5752. `IterableDataset.add_column()` lost the dataset's feature schema on every call because it delegated to `map()` without passing the `features` argument. `map()` unconditionally writes `info.features = features`, so the default `None` silently overwrote the existing schema. **Root cause** (`ite...
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πŸ”’ Pin GitHub Actions to commit SHAs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8114). 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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## πŸ”’ Pin GitHub Actions to commit SHAs This PR pins all GitHub Actions to their exact commit SHA instead of mutable tags or branch names. **Why?** Pinning to a SHA prevents supply chain attacks where a tag (e.g. `v4`) could be moved to point to malicious code. ### Changes | Workflow | Action | Avant | AprΓ¨s | SHA ...
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Parse agent traces
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Supports claude_code, codex and pi JSON Lines files are parsed so one file = one row The resulting row has three fields: harness, session_id, traces, and file_name with features: ```python AGENT_TRACES_FEATURES = datasets.Features( { "harness": datasets.Value("string"), "session_id": da...
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fix: replace List with Sequence in type hints for public API functions (#5354)
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[ "Updated β€” public Dataset.map(), Dataset.filter(), IterableDataset.map() and IterableDataset.filter() signatures now also use Sequence[str] consistently. Thanks for the pointer.", "Note: PR #8067 by @biefan also addresses path_or_paths in arrow_dataset.py. This PR covers a broader scope across 4 files and additio...
2026-04-01T09:31:28
2026-04-02T06:47:20
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## Summary Fixes #5354 Replaces `list[X]` with `Sequence[X]` in function argument type annotations across the public API. `List` is invariant while `Sequence` is covariant, which means passing a `list` to a parameter typed as `List` causes mypy errors, even though lists are valid sequences. ## Changes ...
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add sample_by="document" support for jsonl files
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8111). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "would the auto-detection of agent harness (claude vs. codex vs. opencode etc) and other...
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With more agentic traces (_ie Claude Code / Codex / Pi etc_) being published to the Hub as JSONL files, it would be nice to easily support loading / viewing them in Dataset Viewer. Datasets like https://huggingface.co/datasets/cfahlgren1/agent-sessions contain one JSONL file per session. Without sample_by, each lin...
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`set_format` resets features
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[ "couldn't replicate with: \n\n``` bash\nPlatform: macos\npython: 3.10.9\ndatasets: 4.8.4\nhuggingface_hub: 0.36.2\npyarrow: 23.0.1\npandas: 2.3.3\nfsspec: 2026.2.0\n\n```\n\n\n``` python\nimport datasets\nfrom datasets import Array2D, Dataset\nimport numpy as np\n\n# Create a dataset with Array2D feature\ndata = {\...
2026-03-31T07:59:32
2026-04-06T03:16:19
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### Describe the bug Calling `dataset.set_format('...')` resets the informative features such as `Array2D` etc. back into `List(List(Value))` and so on. ### Steps to reproduce the bug ```py >>> dataset.features {'lld': Array2D(shape=(None, 26), dtype='float32')} >>> dataset.set_format('torch') >>> dataset.features ...
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docs: fix typos, grammar, and branding consistency across docs and source
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This commit addresses several documentation quality issues found across the repository β€” fixing typos, grammar errors, brand name inconsistencies, and adding modern tooling references for new contributors. ## Changes ### README.md - Fix duplicate word: "frameworks frameworks" β†’ "frameworks" - Standardize brand ...
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Update WebDataset documentation link
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2026-03-26T18:43:47
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The old link is outdated Closes #7699
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Fix: Add validation to prevent duplicate kwargs in load_dataset_builder
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This PR adds a set intersection check in `load_dataset_builder` to catch overlapping keys between the standard build arguments and `config_kwargs`. Previously, passing identical keys caused a confusing Python `TypeError` during unpacking. This fix intercepts the duplicates early and raises a clear `ValueError` spec...
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set dev version
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Support latest torchvision
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close https://github.com/huggingface/datasets/issues/8085
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fix regression when loading JSON with one file = one object
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was failing for datasets with JSON files that are not JSON Lines and that contain one single multi-line JSON object like https://huggingface.co/datasets/evaleval/EEE_datastore
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ImportError: cannot import name 'VideoReader' from 'torchvision.io' when using datasets with torch format
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[ "`datasets` 4.8.4 is out and includes a fix :)" ]
2026-03-23T11:16:20
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### Describe the bug For PyTorch 2.11 + torchvision 0.26.0 when using the datasets library and setting the format to "torch", an ImportError occurs because the datasets library attempts to import VideoReader from torchvision.io, but this object is not found in the installed torchvision version. **Error message**: > ...
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Add reshard support for JSON Lines and CSV file formats
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[ "@lhoestq , hi, lhoestq, could you please help review this PR? Thanks!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8084). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> Cool ! I l...
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This PR extends the IterableDataset.reshard() functionality to support JSON Lines and CSV file formats, building on the foundation laid in #7992. ### Summary - JSON Lines : Resharding splits files by line boundaries (only when num_shards is specified) - CSV : Resharding splits files by line boundaries (only when n...
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set dev version
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Fix split_dataset_by_node step
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fix https://github.com/huggingface/datasets/issues/8079 I also took the opportunity to improve the arrow logic to not have to do an unnecessary python -> arrow -> python in FormattedExamplesIterable when streaming webdatasets
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Fix docstring of Json.cast_storage
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Fix docstring of `Json.cast_storage`. This PR makes a minor change to the `cast_storage` method in the `Json` feature, updating its return type and documentation to better reflect its intended functionality. * Updated the `cast_storage` method to return a `pa.JsonArray` instead of a `pa.Int64Array`, and revised t...
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StepExamplesIterable._iter_arrow drops samples for non-zero ranks for single-sharded
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### Describe the bug As titled ### Steps to reproduce the bug Running following Python script: ``` """ Reproducer for HuggingFace datasets 4.x bug: StepExamplesIterable._iter_arrow drops samples for non-zero ranks when Arrow batches have size 1 (e.g. single-shard streaming WebDataset). Bug: split_dataset_by_node w...
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Inconsistent loading of LFS-hosted files in Dangindev/viet-cultural-vqa dataset
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[ "I also have been stuck in same problem ", "This should be fixed, thanks for reporting ! let us know if you ever encounter other issues in the future", "It's okay. \n\nGood job, thanks your support! " ]
2026-03-17T06:44:01
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### Describe the bug Describe the bug Some files in the Dangindev/viet-cultural-vqa 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/Dangindev/viet-cultural-vqa/blob/main/images/am_thuc/banh_chung_T...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8077). 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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`.batch()` error on formatted datasets
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[ "Hi ! Good catch :) Since table-formatted iterable datasets have an Arrow path (i.e. they have `.iter_arrow()`) I guess a simple fix would be to make `.batch()` make the dataset arrow-formatted and use a `batch_arrow_fn` in that case (instead of the current `_batch_fn` that expects dictionaries). It would also be b...
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The `.batch()` method currently assumes the input (batch) is always a dictionary, which causes errors when it isn't. This can happen with formatted datasets, since formats like `"pyarrow"`, `"pandas"` (only affects `IterableDataset`), and `"polars"` return tables/dataframes instead of dictionaries. For example: ```pyt...
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Json type for empty struct
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otherwise the it can't be converted to parquet related: https://github.com/apache/arrow/issues/9886
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fix null filling in missing jsonl columns
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fix regression from #8027 reported [internally](https://huggingface.slack.com/archives/C04BP5S7858/p1773661170461759) cc @gary149
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Datasets streaming iterable packaged fixes
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8068). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Fixing soon :)", "Amazing PR ! I took the liberty of pushing a few fixes to account f...
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This PR ckumps a bunch of fixes across streaming, iterable datasets, and packaged modules, plus workflow/docs cleanups. A collection of fixes and long-overdue feature completions that kept getting pushed off as TODO(QL) comments. Nothing here is a dramatic architectural change, mostly things that were partially wire...
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## Summary - update `Dataset.from_csv`, `from_json`, `from_parquet`, and `from_text` type hints from `list[PathLike]` to `Sequence[PathLike]` - normalize non-string sequences to lists before passing paths to readers - add path-type tests to cover tuple input for all four loaders ## Why `list` is invariant for static t...
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[ "I believe this was fixed in https://github.com/huggingface/datasets/pull/8068" ]
2026-03-14T20:26:16
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## Summary - avoid duplicate keyword collisions when `config_kwargs` overlap with module-provided `builder_kwargs` in `load_dataset_builder` - this fixes cases like passing `base_path=...` where `base_path` is already present in `builder_kwargs` - add a regression test using a local dataset directory to ensure overridi...
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[ "See also https://github.com/NVIDIA/garak/issues/1622#issuecomment-3937720381", "Hi @leondz , thanks for the detailed bug report β€” the description and reproduction steps are really clear.\n\nI’d love to take a shot at investigating and potentially fixing this issue. Before I start digging into the codebase, I jus...
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### Describe the bug `datasets` 4.0 moved to using `torchcodec` for audio datasets, which doesn't support ARM hardware under Linux and Windows ### Steps to reproduce the bug try: * Try to install `torchcodec` under Linux ARM64 or: * Try to install `torchcodec` under Windows ARM64 or, on either of those platforms...
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8,064
Read (and write) from HF Storage Buckets: load raw data, process and save to Dataset Repos
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TODO: - [x] load_dataset("csv", data_files=["hf://buckets/..."]) - [x] load_dataset("buckets/...") - [x] Dataset.to_csv("hf://buckets/..."), to_json, to_parquet, etc. - [x] DatasetDict.push_to_hub("buckets/...") - [x] Dataset.push_to_hub("buckets/...") - [x] DatasetDict.push_to_hub("buckets/...") - [x] IterableD...
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Fix formatted iter arrow double yield
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2026-03-12T11:37:26
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I (+Claude) noticed this when reading the code. I did not encounter this bug (I think) so I can't say much more about it. Perhaps the second iteration will immediately stop so the bug is harmless, but to be safe I think a return there is safer.
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Fix iterable dataset dict num proc shards
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2026-03-12T11:34:02
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If the number of shards for some split is lower than num_proc the IterableDatasetDict.push_to_hub will crash. This handling of num_proc is as close to identical as the handling in IterableDataset.push_to_hub
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fix reshard_data_sources
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as reported at https://github.com/huggingface/datasets/pull/7992#discussion_r2915605694
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Improve error message for invalid data_files pattern format
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This PR improves the error message raised in sanitize_patterns() when an invalid data_files entry is provided. The new message clearly explains the expected dictionary format: {'split': <split_name>, 'path': <path_or_list_of_paths>} This helps users debug incorrect dataset configurations more easily.
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set dev version
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Limit dataset listing to first 20 entries in readme
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Don't extract bad files
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related to https://github.com/huggingface/datasets/issues/8052
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feat: add 3D mesh support and MeshFolder builder
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[ "### A Test Conducted:\r\n\r\n```python\r\nfrom datasets import Features, Value, Sequence, Image, Audio, Mesh, load_dataset\r\n\r\n# Define features.\r\nfeatures = Features({\r\n 'id': Value('string'),\r\n 'objaverse_uid': Value('string'),\r\n 'text': Value('string'),\r\n 'image': Image(),\r\n 'audio...
2026-03-09T00:03:16
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This PR introduces 3D mesh support to the `datasets` library, mirroring the existing paradigms for Image, Audio, and Video modalities. this is made to support 3D data just like image, audio, etc... new `Mesh`feature class, which manages 3D data via a PyArrow `struct` containing both raw bytes and file paths. support...
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fix(arrow_dataset): initialise writer on first non-None map result, not on i==0
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## Summary `Dataset.map` crashes with `AttributeError: 'NoneType' object has no attribute 'write'` when the map function returns `None` for the first N examples and a dict for later ones (issue #7990). ## Root Cause The `ArrowWriter` was initialised with a guard tied to the example index: ```python # Non-batched pa...
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fix(iterable_dataset): preserve features when chaining filter() on typed IterableDataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8053). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-03-08T20:46:50
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## Summary Chaining two `.filter()` calls on an `IterableDataset` with explicit features raises: ``` TypeError: 'NoneType' object is not a mapping ``` on the second `.filter()` call (issue #8037). ## Root Cause After the first `.filter()`, the internal `ex_iterable` becomes _typed_ (`is_typed=True`) because `Filte...
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[Security] Zip/Rar/7z Archive Extraction Path Traversal (Incomplete CVE-2007-4559 Mitigation)
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[ "Hi! I'm currently exploring the codebase and came across this issue. I'd be interested in investigating it further and trying to reproduce the behavior locally.\n\nIf no one is actively working on it, I'd be happy to take a look and attempt a fix.\n", "The steps to reproduce don't cause any file extraction outsi...
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## Security Vulnerability Report **Reporter:** Conner Webber (conner.webber000@gmail.com) **Severity:** HIGH (CVSS 3.1: 8.2) **CWE:** CWE-22 (Improper Limitation of a Pathname to a Restricted Directory) ## Summary The `ZipExtractor`, `RarExtractor`, and `SevenZipExtractor` classes in `datasets/utils/extract.py` call...
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Add dtype property to Sequence, List, and LargeList (Fixes #8002)
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This PR implements the solution suggested in #8002 by adding a .dtype property to the Sequence, List, and LargeList feature classes. This ensures consistency across feature types and prevents AttributeError in downstream scripts.
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Fix IterableDataset features being set to None on chained filter (Fixes #8037)
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[ "Thanks for the PR ! The original issue poster actually opened the same PR https://github.com/huggingface/datasets/pull/8053 but with additional tests, so I took the liberty of merging theirs - I hope you don't mind" ]
2026-03-07T15:14:07
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This PR implements the solution suggested in #8037. It updates the features argument in IterableDataset.filter() to preserve existing features when ex_iterable.is_typed is True. This prevents the TypeError: 'NoneType' object is not a mapping from being raised when chaining multiple .filter() calls.
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Fix typos in iterable_dataset.py
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Fixes #8038
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Support 3D Datasets
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### Feature request In `datasets` library we have options to load `image` and `audio` datasets which can be viewed in the Dataset Viewer. LIKE: ```bash from datasets import load_dataset, Image from datasets import load_dataset, Audio ``` > https://huggingface.co/docs/datasets/en/image_load & https://huggingface.co/do...
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fix: handle nested null types in feature alignment for multi-proc map
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8047). 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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When using `Dataset.map()` with `num_proc > 1`, shards containing only empty lists get their features inferred as `List(Value('null'))`, which is incompatible with `List(Struct({...}))` from shards with actual data. The existing `_check_if_features_can_be_aligned` and `_align_features` only handled top-level `Value(...
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`Dataset.map()` with `num_proc > 1` fails when some shards produce `List(Value('null'))` (empty lists)
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[ "\n### Root cause\n\nIn `src/datasets/features/features.py`, both `_check_if_features_can_be_aligned` and `_align_features` use:\n\n```python\nisinstance(v, Value) and v.dtype == \"null\"\n```\n\nto check for null compatibility. However, `List(Value('null'))` is **not** an instance of `Value` β€” it's an instance of ...
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### Describe the bug When using `Dataset.map()` with `num_proc > 1`, if the map function produces a list column where some shards contain only empty lists `[]` and other shards contain non-empty lists of structs, the feature type inference is inconsistent across shards: - Shards with only empty lists β†’ `List(Value('n...
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4,028,881,818
PR_kwDODunzps7IPA1N
8,045
Write IterableDataset to parquet incrementally instead of materializing entire shard in memory
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[ "I've tested this change along with the changes from my other PRs (https://github.com/HaukurPall/datasets/tree/all-fixes) and this change **dramatically** reduces the memory requirement per process.\r\n\r\nContext:\r\n\r\nI'm working with audio datasets, the audio is embedded in the parquet. When loading a 1GB shar...
2026-03-05T15:13:53
2026-03-11T12:30:57
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`IterableDataset.to_parquet()` materialized the entire shard into memory via `pa.concat_tables(list(...))` before writing. For datasets with large shards and multiprocessing (push_to_hub with num_proc > 0) the memory requirements can be really large. This PR writes parquet incrementally by iterating Arrow batches a...
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8,044
Fix silent data loss in push_to_hub when num_proc > num_shards
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2026-03-05T12:52:39
2026-03-11T12:31:20
2026-03-09T17:22:00
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## Summary When `num_proc` exceeds the number of output shards in `Dataset.push_to_hub`, workers without assigned output shards silently drop their data. The metadata still reports the correct dataset length (using `len(self[split])`), masking the data loss. This fix caps `num_jobs` at `num_shards` in `_push_pa...
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8,043
Add features parameter to IterableDatasetDict.map
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[ "I'm going to close this PR as it depends on correct `features` handling in `IterableDataset`, which is not done correctly at the moment." ]
2026-03-05T12:30:46
2026-03-12T11:42:22
2026-03-12T11:42:21
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IterableDataset.map accepts a features parameter to declare the output schema, but IterableDatasetDict.map did not expose it. This meant users of IterableDatasetDict had no way to preserve feature metadata through map operations.
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PR_kwDODunzps7ILwT5
8,042
Fix schema enforcement in streaming _convert_to_arrow
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[ "I'm going to close this PR as I have a more complete branch which fixes feature handling in the streaming case. The `features` handling in the streaming case is btw completely broken at the moment, it just happens to work in some cases. I will add more test cases to show it in a later PR." ]
2026-03-05T12:23:47
2026-03-12T11:40:32
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When the iter_arrow chain is broken (e.g. after .map() without with_format("arrow")), _convert_to_arrow falls back to pa.Table.from_pylist() which infers types from values. If early batches contain None or empty lists, Arrow infers null/list<null> types that conflict with later batches containing real data, causing Arr...
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PR_kwDODunzps7IJPKo
8,041
Use num_examples instead of len(self) for iterable_dataset's SplitInfo
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2026-03-05T09:54:26
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Fixes a bug (crash) when pushing individual splits to a repo which has pre-existing data.
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