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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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2025-07-03T11:24:15Z
2025-07-03T12:27:16Z
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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...
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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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2025-07-02T15:07:58Z
2025-07-02T15:10:28Z
2025-07-02T15:08:03Z
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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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2025-07-02T14:58:00Z
2025-07-02T15:00:37Z
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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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2025-07-01T17:14:53Z
2025-07-01T17:17:48Z
2025-07-01T17:17:48Z
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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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2025-07-03T13:01:59Z
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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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https://api.github.com/repos/huggingface/datasets/issues/7663
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3,192,582,371
PR_kwDODunzps6c6aJF
7,663
Custom metadata filenames
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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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3,190,805,531
I_kwDODunzps6-L9Qb
7,662
Applying map after transform with multiprocessing will cause OOM
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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
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for issue https://github.com/huggingface/datasets/issues/7660
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AttributeError: type object 'tqdm' has no attribute '_lock'
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2025-06-30T15:57:16Z
2025-07-03T15:14:27Z
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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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https://api.github.com/repos/huggingface/datasets/issues/7659
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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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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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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
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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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fix(iterable): ensure MappedExamplesIterable supports state_dict for resume
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2025-06-29T07:50:13Z
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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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Fixes #2494
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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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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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feat(load): fallback to `load_from_disk()` when loading a saved dataset directory
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2025-06-28T08:47:36Z
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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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Add columns support to JSON loader for selective key filtering
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2025-06-27T16:18:42Z
2025-07-03T09:52:48Z
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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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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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`load_dataset` defaults to json file format for datasets with 1 shard
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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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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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Fix misleading add_column() usage example in docstring
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2025-06-27T05:27:04Z
2025-06-27T05:27:54Z
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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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loading mozilla-foundation--common_voice_11_0 fails
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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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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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7,645
`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
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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
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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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Add ignore_decode_errors option to Image feature for robust decoding #7612
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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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### 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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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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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
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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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3,168,283,589
I_kwDODunzps682CvF
7,632
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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3,165,127,657
PR_kwDODunzps6bgwOB
7,631
Pass user-agent from DownloadConfig into fsspec storage_options
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2025-06-21T14:22:25Z
2025-06-21T14:25:28Z
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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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3,164,650,900
I_kwDODunzps68oL2U
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[bug] resume from ckpt skips samples if .map is applied
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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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PR_kwDODunzps6bTc7b
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Add test for `as_iterable_dataset()` method in DatasetBuilder
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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
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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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3,160,544,390
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Creating a HF Dataset from lakeFS with S3 storage takes too much time!
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2025-06-19T14:28:41Z
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
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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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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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2025-06-18T09:25:19Z
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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fix: raise error in FolderBasedBuilder when data_dir and data_files are missing
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2025-06-17T19:16:34Z
2025-06-18T14:18:41Z
2025-06-18T14:18:41Z
CONTRIBUTOR
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### Related Issues/PRs Fixes #6152 --- ### What changes are proposed in this pull request? This PR adds a dedicated validation check in the `_info()` method of the `FolderBasedBuilder` class to ensure that users provide either `data_dir` or `data_files` when loading folder-based datasets (such as `audiofold...
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Guard against duplicate builder_kwargs/config_kwargs in load_dataset_…
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2025-06-17T18:28:35Z
2025-07-02T12:39:20Z
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NONE
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…builder (#4910 ) ### What does this PR do? Fixes edge case in `load_dataset_builder` by raising a `TypeError` if the same key exists in both `builder_kwargs` and `config_kwargs`. ### Implementation details - Added a guard clause in `load_dataset_builder` to detect duplicate keys between `builder_kwargs` an...
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https://api.github.com/repos/huggingface/datasets/issues/7621
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minor docs data aug
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2025-06-17T14:46:57Z
2025-06-17T14:50:28Z
2025-06-17T14:47:11Z
MEMBER
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Fixes in docs
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2025-06-17T13:41:54Z
2025-06-17T13:58:26Z
2025-06-17T13:58:24Z
MEMBER
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before release 4.0 (I also did minor improvements to `features` to not show their `id=None` in their `__repr__()`)
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