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2021-07-12 19:58:31
2025-07-03 11:24:15
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https://api.github.com/repos/huggingface/datasets/issues/7668
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3,199,039,322
I_kwDODunzps6-rXda
7,668
Broken EXIF crash the whole program
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[ "There are other discussions about error handling for images decoding here : https://github.com/huggingface/datasets/issues/7632 https://github.com/huggingface/datasets/issues/7612\n\nand a PR here: https://github.com/huggingface/datasets/pull/7638 (would love your input on the proposed solution !)" ]
2025-07-03T11:24:15Z
2025-07-03T12:27:16Z
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NONE
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### Describe the bug When parsing this image in the ImageNet1K dataset, the `datasets` crashs whole training process just because unable to parse an invalid EXIF tag. ![Image](https://github.com/user-attachments/assets/3c840203-ac8c-41a0-9cf7-45f64488037d) ### Steps to reproduce the bug Use the `datasets.Image.decod...
null
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https://api.github.com/repos/huggingface/datasets/issues/7667
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3,196,251,707
PR_kwDODunzps6dGmm8
7,667
Fix infer list of images
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7667). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-02T15:07:58Z
2025-07-02T15:10:28Z
2025-07-02T15:08:03Z
MEMBER
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cc @kashif
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3,196,220,722
PR_kwDODunzps6dGf7E
7,666
Backward compat list feature
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7666). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-02T14:58:00Z
2025-07-02T15:00:37Z
2025-07-02T14:59:40Z
MEMBER
null
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cc @kashif
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https://api.github.com/repos/huggingface/datasets/issues/7665
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3,193,239,955
I_kwDODunzps6-VPmT
7,665
Function load_dataset() misinterprets string field content as part of dataset schema when dealing with `.jsonl` files
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[ "Somehow I created the issue twice🙈 This one is an exact duplicate of #7664." ]
2025-07-01T17:14:53Z
2025-07-01T17:17:48Z
2025-07-01T17:17:48Z
NONE
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### Describe the bug When loading a `.jsonl` file using `load_dataset("json", data_files="data.jsonl", split="train")`, the function misinterprets the content of a string field as if it were part of the dataset schema. In my case there is a field `body:` with a string value ``` "### Describe the bug (...) ,action:...
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3,193,239,035
I_kwDODunzps6-VPX7
7,664
Function load_dataset() misinterprets string field content as part of dataset schema when dealing with `.jsonl` files
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[ "Hey @zdzichukowalski, I was not able to reproduce this on python 3.11.9 and datasets 3.6.0. The contents of \"body\" are correctly parsed as a string and no other fields like timestamps are created. Could you try reproducing this in a fresh environment, or posting the complete code where you encountered that stack...
2025-07-01T17:14:32Z
2025-07-03T13:01:59Z
null
NONE
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### Describe the bug When loading a `.jsonl` file using `load_dataset("json", data_files="data.jsonl", split="train")`, the function misinterprets the content of a string field as if it were part of the dataset schema. In my case there is a field `body:` with a string value ``` "### Describe the bug (...) ,action:...
null
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3,192,582,371
PR_kwDODunzps6c6aJF
7,663
Custom metadata filenames
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7663). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-01T13:50:36Z
2025-07-01T13:58:41Z
2025-07-01T13:58:39Z
MEMBER
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example: https://huggingface.co/datasets/lhoestq/overlapping-subsets-imagefolder/tree/main To make multiple subsets for an imagefolder (one metadata file per subset), e.g. ```yaml configs: - config_name: default metadata_filenames: - metadata.csv - config_name: other metadata_filenames: ...
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I_kwDODunzps6-L9Qb
7,662
Applying map after transform with multiprocessing will cause OOM
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2025-07-01T05:45:57Z
2025-07-01T05:45:57Z
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### Describe the bug I have a 30TB dataset. When I perform add_column and cast_column operations on it and then execute a multiprocessing map, it results in an OOM (Out of Memory) error. However, if I skip the add_column and cast_column steps and directly run the map, there is no OOM. After debugging step by step, I f...
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3,190,408,237
PR_kwDODunzps6czBDi
7,661
fix del tqdm lock error
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2025-07-01T02:04:02Z
2025-07-01T02:33:04Z
null
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for issue https://github.com/huggingface/datasets/issues/7660
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I_kwDODunzps6-FLWb
7,660
AttributeError: type object 'tqdm' has no attribute '_lock'
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[ "Deleting a class (**not instance**) attribute might be invalid in this case, which is `tqdm` doing in `ensure_lock`.\n\n```python\nfrom tqdm import tqdm as old_tqdm\n\nclass tqdm1(old_tqdm):\n def __delattr__(self, attr):\n try:\n super().__delattr__(attr)\n except AttributeError:\n ...
2025-06-30T15:57:16Z
2025-07-03T15:14:27Z
null
NONE
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### Describe the bug `AttributeError: type object 'tqdm' has no attribute '_lock'` It occurs when I'm trying to load datasets in thread pool. Issue https://github.com/huggingface/datasets/issues/6066 and PR https://github.com/huggingface/datasets/pull/6067 https://github.com/huggingface/datasets/pull/6068 tried to f...
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3,187,882,217
PR_kwDODunzps6cqkou
7,659
Update the beans dataset link in Preprocess
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2025-06-30T09:58:44Z
2025-07-01T14:01:42Z
2025-07-01T14:01:42Z
CONTRIBUTOR
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In the Preprocess tutorial, the to "the beans dataset" is incorrect. Fixed.
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7,658
Fix: Prevent loss of info.features and column_names in IterableDatasetDict.map when features is None
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[ "Hi!\r\nI haven’t included a test for this change, as the fix is quite small and targeted.\r\nPlease let me know if you’d like a test for this case or if you’d prefer to handle it during review.\r\nThanks!", "we can't know in advance the `features` after map() (it transforms the data !), so you can reuse the `fea...
2025-06-30T09:31:12Z
2025-07-01T16:26:30Z
2025-07-01T16:26:12Z
CONTRIBUTOR
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This PR fixes a bug where calling `IterableDatasetDict.map()` or `IterableDataset.map()` with the default `features=None` argument would overwrite the existing `info.features` attribute with `None`. This, in turn, caused the resulting dataset to lose its schema, breaking downstream usage of attributes like `column_name...
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7,657
feat: add subset_name as alias for name in load_dataset
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2025-06-29T10:39:00Z
2025-06-29T10:55:11Z
null
CONTRIBUTOR
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fixes #7637 This PR introduces subset_name as a user-facing alias for the name (previously `config_name`) argument in load_dataset. It aligns terminology with the Hugging Face Hub UI (which shows “Subset”), reducing confusion for new users. Supports `subset_name` in `load_dataset()` Adds `.subset_name` propert...
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7,656
fix(iterable): ensure MappedExamplesIterable supports state_dict for resume
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2025-06-29T07:50:13Z
2025-06-29T07:50:13Z
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CONTRIBUTOR
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Fixes #7630 ### Problem When calling `.map()` on an `IterableDataset`, resuming from a checkpoint skips a large number of samples. This is because `MappedExamplesIterable` did not implement `state_dict()` or `load_state_dict()`, so checkpointing was not properly delegated to the underlying iterable. ### What Thi...
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7,655
Added specific use cases in Improve Performace
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2025-06-28T19:00:32Z
2025-06-28T19:00:32Z
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CONTRIBUTOR
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Fixes #2494
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7,654
fix(load): strip deprecated use_auth_token from config_kwargs
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2025-06-28T09:20:21Z
2025-06-28T09:20:21Z
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CONTRIBUTOR
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Fixes #7504 This PR resolves a compatibility error when loading datasets via `load_dataset()` using outdated arguments like `use_auth_token`. **What was happening:** Users passing `use_auth_token` in `load_dataset(..., use_auth_token=...)` encountered a `ValueError`: BuilderConfig ParquetConfig(...) doesn't have...
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7,653
feat(load): fallback to `load_from_disk()` when loading a saved dataset directory
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2025-06-28T08:47:36Z
2025-06-28T08:47:36Z
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CONTRIBUTOR
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### Related Issue Fixes #7503 Partially addresses #5044 by allowing `load_dataset()` to auto-detect and gracefully delegate to `load_from_disk()` for locally saved datasets. --- ### What does this PR do? This PR introduces a minimal fallback mechanism in `load_dataset()` that detects when the provided `p...
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3,183,372,055
PR_kwDODunzps6cdCnv
7,652
Add columns support to JSON loader for selective key filtering
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[ "I need this feature right now. It would be great if it could automatically fill in None for non-existent keys instead of reporting an error.", "> I need this feature right now. It would be great if it could automatically fill in None for non-existent keys instead of reporting an error.\r\n\r\nHi @aihao2000, Just...
2025-06-27T16:18:42Z
2025-07-03T09:52:48Z
null
CONTRIBUTOR
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Fixes #7594 This PR adds support for filtering specific columns when loading datasets from .json or .jsonl files — similar to how the columns=... argument works for Parquet. As suggested, support for the `columns=...` argument (previously available for Parquet) has now been extended to **JSON and JSONL** loading v...
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7,651
fix: Extended metadata file names for folder_based_builder
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2025-06-27T13:12:11Z
2025-06-30T08:19:37Z
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Fixes #7650. The metadata files generated by the `DatasetDict.save_to_file` function are not included in the folder_based_builder's metadata list, causing issues when only 1 actual data file is present, as described in issue #7650. This PR adds these filenames to the builder, allowing correct loading.
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I_kwDODunzps69tNbj
7,650
`load_dataset` defaults to json file format for datasets with 1 shard
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2025-06-27T12:54:25Z
2025-06-27T12:54:25Z
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### Describe the bug I currently have multiple datasets (train+validation) saved as 50MB shards. For one dataset the validation pair is small enough to fit into a single shard and this apparently causes problems when loading the dataset. I created the datasets using a DatasetDict, saved them as 50MB arrow files for st...
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7,649
Enable parallel shard upload in push_to_hub() using num_proc
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2025-06-27T05:59:03Z
2025-06-27T06:03:46Z
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CONTRIBUTOR
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Fixes #7591 ### Add num_proc support to `push_to_hub()` for parallel shard upload This PR adds support for parallel upload of dataset shards via the `num_proc` argument in `Dataset.push_to_hub()`. 📌 While the `num_proc` parameter was already present in the `push_to_hub()` signature and correctly passed to `_p...
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7,648
Fix misleading add_column() usage example in docstring
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2025-06-27T05:27:04Z
2025-06-27T05:27:54Z
null
CONTRIBUTOR
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Fixes #7611 This PR fixes the usage example in the Dataset.add_column() docstring, which previously implied that add_column() modifies the dataset in-place. Why: The method returns a new dataset with the additional column, and users must assign the result to a variable to preserve the change. This should make...
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7,647
loading mozilla-foundation--common_voice_11_0 fails
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[ "@claude Could you please address this issue" ]
2025-06-26T12:23:48Z
2025-06-27T12:29:03Z
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### Describe the bug Hello everyone, i am trying to load `mozilla-foundation--common_voice_11_0` and it fails. Reproducer ``` import datasets datasets.load_dataset("mozilla-foundation/common_voice_11_0", "en", split="test", streaming=True, trust_remote_code=True) ``` and it fails with ``` File ~/opt/envs/.../lib/py...
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Introduces automatic subset-level grouping for folder-based dataset builders #7066
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[ "It adds automatic grouping of files into subsets based on their root name (e.g., `train0.jsonl`, `train1.jsonl` → `\"train\"`), as discussed above. The logic is integrated into `FolderBasedBuilder` and is fully tested + documented.\r\n\r\nLet me know if any changes are needed — happy to iterate!", "Hi ! I believ...
2025-06-26T07:01:37Z
2025-06-27T18:04:04Z
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CONTRIBUTOR
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Fixes #7066 This PR introduces automatic **subset-level grouping** for folder-based dataset builders by: 1. Adding a utility function `group_files_by_subset()` that clusters files by root name (ignoring digits and shard suffixes). 2. Integrating this logic into `FolderBasedBuilder._split_generators()` to yield one...
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`ClassLabel` docs: Correct value for unknown labels
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2025-06-25T20:01:35Z
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This small change fixes the documentation to to be compliant with what happens in `encode_example`. https://github.com/huggingface/datasets/blob/e71b0b19d79c7531f9b9bea7c09916b5f6157f42/src/datasets/features/features.py#L1126-L1129
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fix sequence ci
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fix error from https://github.com/huggingface/datasets/pull/7643
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Backward compat sequence instance
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2025-06-25T17:05:09Z
2025-06-25T17:07:40Z
2025-06-25T17:05:44Z
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useful to still get `isinstance(Sequence(Value("int64")), Sequence)`for downstream libs like evaluate
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fix length for ci
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update docs and docstrings
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better features repr
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2025-06-25T14:37:32Z
2025-06-25T14:46:47Z
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following the addition of List in #7634 before: ```python In [3]: ds.features Out[3]: {'json': {'id': Value(dtype='string', id=None), 'metadata:transcript': [{'end': Value(dtype='float64', id=None), 'start': Value(dtype='float64', id=None), 'transcript': Value(dtype='string', id=None), 'wor...
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fix save_infos
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2025-06-25T13:16:26Z
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Add ignore_decode_errors option to Image feature for robust decoding #7612
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[ "cc @lhoestq", "I think splitting the error handling for the main image decoding process and the metadata decoding process is possibly a bit nicer, as some images do render correctly, but their metadata might be invalid and cause the pipeline to fail, which I've encountered recently as in #7668.\r\n\r\nThe [`deco...
2025-06-24T16:47:51Z
2025-07-03T16:37:38Z
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CONTRIBUTOR
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This PR implements support for robust image decoding in the `Image` feature, as discussed in issue #7612. ## 🔧 What was added - A new boolean field: `ignore_decode_errors` (default: `False`) - If set to `True`, any exceptions during decoding will be caught, and `None` will be returned instead of raising an error ...
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Introduce subset_name as an alias of config_name
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[ "I second this! When you come from the Hub, the intuitive question is \"how do I set the subset name\", and it's not easily answered from the docs: `subset_name` would answer this directly.", "I've submitted PR [#7657](https://github.com/huggingface/datasets/pull/7657) to introduce subset_name as a user-facing al...
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2025-07-01T16:08:33Z
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### Feature request Add support for `subset_name` as an alias for `config_name` in the datasets library and related tools (such as loading scripts, documentation, and metadata). ### Motivation The Hugging Face Hub dataset viewer displays a column named **"Subset"**, which refers to what is currently technically call...
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"open" in globals()["__builtins__"], an error occurs: "TypeError: argument of type 'module' is not iterable"
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[ "@kuanyan9527 Your query is indeed valid. Following could be its reasoning:\n\nQuoting from https://stackoverflow.com/a/11181607:\n\"By default, when in the `__main__` module,` __builtins__` is the built-in module `__builtin__` (note: no 's'); when in any other module, `__builtins__` is an alias for the dictionary ...
2025-06-24T08:09:39Z
2025-07-01T01:54:08Z
2025-07-01T01:54:08Z
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When I run the following code, an error occurs: "TypeError: argument of type 'module' is not iterable" ```python print("open" in globals()["__builtins__"]) ``` Traceback (most recent call last): File "./main.py", line 2, in <module> print("open" in globals()["__builtins__"]) ^^^^^^^^^^^^^^^^^^^^^^ TypeE...
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Fix: Preserve float columns in JSON loader when values are integer-like (e.g. 0.0, 1.0)
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2025-06-24T06:16:48Z
2025-06-24T06:16:48Z
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CONTRIBUTOR
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This PR fixes a bug in the JSON loader where columns containing float values like `[0.0, 1.0, 2.0]` were being implicitly coerced to `int`, due to pandas or Arrow type inference. This caused issues downstream in statistics computation (e.g., dataset-viewer) where such columns were incorrectly labeled as `"int"` inst...
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Replace Sequence by List
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7634). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-06-23T20:35:48Z
2025-06-25T13:59:13Z
2025-06-25T13:59:11Z
MEMBER
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Sequence is just a utility that we need to keep for backward compatibility. And `[ ]` was used instead but doesn't allow passing the length of the list. This PR removes most mentions of Sequence and usage of `[ ]` and defines a proper List type instead. before: `Sequence(Value("int64"))` or `[Value("int64")]` no...
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Proposal: Small Tamil Discourse Coherence Dataset.
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2025-06-23T14:24:40Z
2025-06-23T14:24:40Z
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I’m a beginner from NIT Srinagar proposing a dataset of 50 Tamil text pairs for discourse coherence (coherent/incoherent labels) to support NLP research in low-resource languages. - Size: 50 samples - Format: CSV with columns (text1, text2, label) - Use case: Training NLP models for coherence I’ll use GitHub’s web edit...
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Graceful Error Handling for cast_column("image", Image(decode=True)) in Hugging Face Datasets
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2025-06-23T13:49:24Z
2025-06-23T16:26:53Z
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### Feature request Currently, when using dataset.cast_column("image", Image(decode=True)), the pipeline throws an error and halts if any image in the dataset is invalid or corrupted (e.g., truncated files, incorrect formats, unreachable URLs). This behavior disrupts large-scale processing where a few faulty samples a...
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Pass user-agent from DownloadConfig into fsspec storage_options
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[ "- This PR assumes that `HfFileSystem` in `huggingface_hub` supports receiving `headers` in `storage_options`. If not, a follow-up PR can be opened to add this support to `HfFileSystem.__init__`.\r\n- No test was added for this since it’s a config passthrough. If needed, I’d be happy to add one." ]
2025-06-21T14:22:25Z
2025-06-21T14:25:28Z
null
CONTRIBUTOR
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Fixes part of issue #6046 ### Problem The `user-agent` defined in `DownloadConfig` was not passed down to fsspec-based filesystems like `HfFileSystem`, which prevents proper identification/tracking of client requests. ### Solution Added support for injecting the `user-agent` into `storage_options["headers"]` wi...
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[bug] resume from ckpt skips samples if .map is applied
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[ "Thanks for reporting this — it looks like a separate but related bug to #7538, which involved sample loss when resuming an `IterableDataset` wrapped in `FormattedExamplesIterable`. That was resolved in #7553 by re-batching the iterable to track offset correctly.\n\nIn this case, the issue seems to arise specifical...
2025-06-21T01:50:03Z
2025-06-29T07:51:32Z
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### Describe the bug resume from ckpt skips samples if .map is applied Maybe related: https://github.com/huggingface/datasets/issues/7538 ### Steps to reproduce the bug ```python from datasets import Dataset from datasets.distributed import split_dataset_by_node # Create dataset with map transformation def create...
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Add test for `as_iterable_dataset()` method in DatasetBuilder
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2025-06-19T19:23:55Z
2025-06-19T19:23:55Z
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CONTRIBUTOR
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This PR adds a test for the new `as_iterable_dataset()` method introduced in PR #7628. The test: - Loads a builder using `load_dataset_builder("c4", "en")` - Runs `download_and_prepare()` - Streams examples using `builder.as_iterable_dataset(split="train[:100]")` - Verifies streamed examples contain the "text" f...
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Add `as_iterable_dataset()` method to DatasetBuilder for streaming from cached Arrow files
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2025-06-19T19:15:41Z
2025-06-19T19:15:41Z
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CONTRIBUTOR
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This PR implements `builder.as_iterable_dataset(split=...)` as discussed in #5481. It allows users to load an `IterableDataset` directly from cached Arrow files (using ArrowReader and ArrowExamplesIterable), without loading the full dataset into memory. This is useful for large-scale training scenarios where memo...
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Creating a HF Dataset from lakeFS with S3 storage takes too much time!
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[ "### > Update\n\nThe bottleneck, from what I understand, was making one network request per file\n\nFor 30k images, this meant 30k separate GET requests to the MinIO server through the S3 API, and that was killing the performance\n\nUsing webDataset to transform the large number of files to few .tar files and passi...
2025-06-19T14:28:41Z
2025-06-23T12:39:10Z
2025-06-23T12:39:10Z
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Hi, I’m new to HF dataset and I tried to create datasets based on data versioned in **lakeFS** _(**MinIO** S3 bucket as storage backend)_ Here I’m using ±30000 PIL image from MNIST data however it is taking around 12min to execute, which is a lot! From what I understand, it is loading the images into cache then buil...
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feat(map): reuse unchanged columns when input_columns specified to reduce disk usage (#6013)
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2025-06-19T07:41:45Z
2025-06-26T06:43:16Z
null
CONTRIBUTOR
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## Summary This PR addresses [#6013](https://github.com/huggingface/datasets/issues/6013) by reusing unchanged columns from the original dataset in the `map()` method when `input_columns` is specified. ## What’s Implemented - Injected logic at the end of `Dataset.map()` to: - Identify untouched columns not ...
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feat: Add h5folder dataset loader for HDF5 support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7625). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I guess test failed cause import os, import h5py, and import datasets lines are not alp...
2025-06-19T05:39:10Z
2025-06-26T05:44:26Z
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CONTRIBUTOR
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### Related Issue Closes #3113 ### What does this PR do? This PR introduces a new dataset loader module called **`h5folder`** to support loading datasets stored in **HDF5 (.h5)** format. It allows users to do: ```python from datasets import load_dataset dataset = load_dataset("h5folder", data_dir="path/t...
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#Dataset Make "image" column appear first in dataset preview UI
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[ "Hi ! It should follow the same order as the order of the keys in the metadata file", "Hi! Thank you for your answer. \n\nAs you said it, I I forced every key in every JSON to have an order using `collections. OrderedDict` in Python. Now, it works!\n\nTY" ]
2025-06-18T09:25:19Z
2025-06-20T07:46:43Z
2025-06-20T07:46:43Z
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Hi! #Dataset I’m currently uploading a dataset that includes an `"image"` column (PNG files), along with some metadata columns. The dataset is loaded from a .jsonl file. My goal is to have the "image" column appear as the first column in the dataset card preview UI on the :hugs: Hub. However, at the moment, the `"im...
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