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7,082
Support HTTP authentication in non-streaming mode
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2024-07-30T09:25:49Z
2024-08-08T08:29:55Z
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Support HTTP authentication in non-streaming mode, by support passing HTTP storage_options in non-streaming mode. - Note that currently, HTTP authentication is supported only in streaming mode. For example, this is necessary if a remote HTTP host requires authentication to download the data.
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Set load_from_disk path type as PathLike
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Set `load_from_disk` path type as `PathLike`. This way it is aligned with `save_to_disk`.
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Generating train split takes a long time
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[ "@alexanderswerdlow \r\nWhen no specific split is mentioned, the load_dataset library will load all available splits of the dataset. For example, if a dataset has \"train\" and \"test\" splits, the load_dataset function will load both into the DatasetDict object.\r\n\r\n![image](https://github.com/user-attachments/...
2024-07-29T01:42:43Z
2024-10-02T15:31:22Z
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### Describe the bug Loading a simple webdataset takes ~45 minutes. ### Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset("PixArt-alpha/SAM-LLaVA-Captions10M") ``` ### Expected behavior The dataset should load immediately as it does when loaded through a normal indexed WebD...
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HfHubHTTPError: 500 Server Error: Internal Server Error for url:
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[ "same issue here. @albertvillanova @lhoestq ", "Also impacted by this issue in many of my datasets (though not all) - in my case, this also seems to affect datasets that have been updated recently. Git cloning and the web interface still work:\r\n- https://huggingface.co/api/datasets/acmc/cheat_reduced\r\n- https...
2024-07-27T08:21:03Z
2024-09-20T13:26:25Z
2024-07-27T19:52:30Z
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### Describe the bug newly uploaded datasets, since yesterday, yields an error. old datasets, works fine. Seems like the datasets api server returns a 500 I'm getting the same error, when I invoke `load_dataset` with my dataset. Long discussion about it here, but I'm not sure anyone from huggingface have s...
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Fix CI test_convert_to_parquet
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Fix `test_convert_to_parquet` by patching `HfApi.preupload_lfs_files` and revert temporary fix: - #7074
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column_names ignored by load_dataset() when loading CSV file
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[ "I confirm that `column_names` values are not copied to `names` variable because in this case `CsvConfig.__post_init__` is not called: `CsvConfig` is instantiated with default values and afterwards the `config_kwargs` are used to overwrite its attributes.\r\n\r\n@luismsgomes in the meantime, you can avoid the bug i...
2024-07-26T14:18:04Z
2024-07-30T07:52:26Z
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### Describe the bug load_dataset() ignores the column_names kwarg when loading a CSV file. Instead, it uses whatever values are on the first line of the file. ### Steps to reproduce the bug Call `load_dataset` to load data from a CSV file and specify `column_names` kwarg. ### Expected behavior The resulting da...
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🧪 Do not mock create_commit
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7076). 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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Update required soxr version from pre-release to release
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Update required `soxr` version from pre-release to release 0.4.0: https://github.com/dofuuz/python-soxr/releases/tag/v0.4.0
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Fix CI by temporarily marking test_convert_to_parquet as expected to fail
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As a hotfix for CI, temporarily mark test_convert_to_parquet as expected to fail. Fix #7073. Revert once root cause is fixed.
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CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError
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[ "Any recent change in the API backend rejecting parameter `revision=\"refs/pr/1\"` to `HfApi.preupload_lfs_files`?\r\n```\r\nf\"{endpoint}/api/{repo_type}s/{repo_id}/preupload/{revision}\"\r\n\r\nhttps://hub-ci.huggingface.co/api/datasets/__DUMMY_TRANSFORMERS_USER__/test-dataset-5188a8-17219154347516/preupload/refs...
2024-07-26T08:27:41Z
2024-07-27T05:48:02Z
2024-07-26T09:16:13Z
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See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756 ``` FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Root=1-66a25839-31ce7b475e70e7db1e4d44c2;b0c8870f-d5ef-4bf2-a6ff-0191f3df0f64) Revision N...
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2,430,577,916
I_kwDODunzps6Q36z8
7,072
nm
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2024-07-25T17:03:24Z
2024-07-25T20:36:11Z
2024-07-25T20:36:11Z
NONE
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2,430,313,011
I_kwDODunzps6Q26Iz
7,071
Filter hangs
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2024-07-25T15:29:05Z
2024-07-25T15:36:59Z
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### Describe the bug When trying to filter my custom dataset, the process hangs, regardless of the lambda function used. It appears to be an issue with the way the Images are being handled. The dataset in question is a preprocessed version of https://huggingface.co/datasets/danaaubakirova/patfig where notably, I hav...
null
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2,430,285,235
I_kwDODunzps6Q2zWz
7,070
how set_transform affects batch size?
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2024-07-25T15:19:34Z
2024-07-25T15:19:34Z
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### Describe the bug I am trying to fine-tune w2v-bert for ASR task. Since my dataset is so big, I preferred to use the on-the-fly method with set_transform. So i change the preprocessing function to this: ``` def prepare_dataset(batch): input_features = processor(batch["audio"], sampling_rate=16000).input_feat...
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PR_kwDODunzps52betB
7,069
Fix push_to_hub by not calling create_branch if PR branch
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7069). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "cc @Wauplin maybe it's a `huggingface_hub` bug ?\r\n\r\nEDIT: ah actually the issue is ...
2024-07-25T07:50:04Z
2024-07-31T07:10:07Z
2024-07-30T10:51:01Z
MEMBER
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Fix push_to_hub by not calling create_branch if PR branch (e.g. `refs/pr/1`). Note that currently create_branch raises a 400 Bad Request error if the user passes a PR branch (e.g. `refs/pr/1`). EDIT: ~~Fix push_to_hub by not calling create_branch if branch exists.~~ Note that currently create_branch raises a ...
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7,068
Fix prepare_single_hop_path_and_storage_options
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7068). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-24T05:52:34Z
2024-07-29T07:02:07Z
2024-07-29T06:56:15Z
MEMBER
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Fix `_prepare_single_hop_path_and_storage_options`: - Do not pass HF authentication headers and HF user-agent to non-HF HTTP URLs - Do not overwrite passed `storage_options` nested values: - Before, when passed ```DownloadConfig(storage_options={"https": {"client_kwargs": {"raise_for_status": True}}})```, ...
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2,425,460,168
I_kwDODunzps6QkZXI
7,067
Convert_to_parquet fails for datasets with multiple configs
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[ "Many users have encountered the same issue, which has caused inconvenience.\r\n\r\nhttps://discuss.huggingface.co/t/convert-to-parquet-fails-for-datasets-with-multiple-configs/86733\r\n", "Thanks for reporting.\r\n\r\nI will make the code more robust.", "I have opened an issue in the huggingface-hub repo:\r\n-...
2024-07-23T15:09:33Z
2024-07-30T10:51:02Z
2024-07-30T10:51:02Z
NONE
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If the dataset has multiple configs, when using the `datasets-cli convert_to_parquet` command to avoid issues with the data viewer caused by loading scripts, the conversion process only successfully converts the data corresponding to the first config. When it starts converting the second config, it throws an error: ...
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2,425,125,160
I_kwDODunzps6QjHko
7,066
One subset per file in repo ?
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2024-07-23T12:43:59Z
2024-07-23T12:43:59Z
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Right now we consider all the files of a dataset to be the same data, e.g. ``` single_subset_dataset/ ├── train0.jsonl ├── train1.jsonl └── train2.jsonl ``` but in cases like this, each file is actually a different subset of the dataset and should be loaded separately ``` many_subsets_dataset/ ├── animals.jso...
null
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I_kwDODunzps6QhoTp
7,065
Cannot get item after loading from disk and then converting to iterable.
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2024-07-23T09:37:56Z
2024-07-23T09:37:56Z
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### Describe the bug The dataset generated from local file works fine. ```py root = "/home/data/train" file_list1 = glob(os.path.join(root, "*part1.flac")) file_list2 = glob(os.path.join(root, "*part2.flac")) ds = ( Dataset.from_dict({"part1": file_list1, "part2": file_list2}) .cast_column("part1", Au...
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Add `batch` method to `Dataset` class
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[ "Looks good to me ! :)\r\n\r\nyou might want to add the `map` num_proc argument as well, for people who want to make it run faster", "Thanks for the feedback @lhoestq! The last commits include:\r\n- Adding the `num_proc` parameter to `batch`\r\n- Adding tests similar to the one done for `IterableDataset.batch()`\...
2024-07-23T08:40:43Z
2024-07-25T13:51:25Z
2024-07-25T13:45:20Z
CONTRIBUTOR
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This PR introduces a new `batch` method to the `Dataset` class, aligning its functionality with the `IterableDataset.batch()` method (implemented in #7054). The implementation uses as well the existing `map` method for efficient batching of examples. Key changes: - Add `batch` method to `Dataset` class in `arrow_da...
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Add `batch` method to `Dataset`
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### Feature request Add a `batch` method to the Dataset class, similar to the one recently implemented for `IterableDataset` in PR #7054. ### Motivation A batched iteration speeds up data loading significantly (see e.g. #6279) ### Your contribution I plan to open a PR to implement this.
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PR_kwDODunzps52LUPR
7,062
Avoid calling http_head for non-HTTP URLs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7062). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-23T07:25:09Z
2024-07-23T14:28:27Z
2024-07-23T14:21:08Z
MEMBER
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Avoid calling `http_head` for non-HTTP URLs, by adding and `else` statement. Currently, it makes an unnecessary HTTP call (which adds latency) for non-HTTP protocols, like FTP, S3,... I discovered this while working in an unrelated issue.
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2,423,786,881
I_kwDODunzps6QeA2B
7,061
Custom Dataset | Still Raise Error while handling errors in _generate_examples
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2024-07-22T21:18:12Z
2024-09-09T14:48:07Z
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### Describe the bug I follow this [example](https://discuss.huggingface.co/t/error-handling-in-iterabledataset/72827/3) to handle errors in custom dataset. I am writing a dataset script which read jsonl files and i need to handle errors and continue reading files without raising exception and exit the execution. `...
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2,423,188,419
PR_kwDODunzps52G71g
7,060
WebDataset BuilderConfig
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7060). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-07-22T15:41:07Z
2024-07-23T13:28:44Z
2024-07-23T13:28:44Z
NONE
null
null
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This PR adds `WebDatasetConfig`. Closes #7055
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7,059
None values are skipped when reading jsonl in subobjects
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2024-07-22T13:02:42Z
2024-07-22T13:02:53Z
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### Describe the bug I have been fighting against my machine since this morning only to find out this is some kind of a bug. When loading a dataset composed of `metadata.jsonl`, if you have nullable values (Optional[str]), they can be ignored by the parser, shifting things around. E.g., let's take this example ...
null
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2,422,560,355
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7,058
New feature type: Document
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2024-07-22T10:49:20Z
2024-07-22T10:49:20Z
null
COLLABORATOR
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It would be useful for PDF. https://github.com/huggingface/dataset-viewer/issues/2991#issuecomment-2242656069
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7,057
Update load_hub.mdx
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7057). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-22T10:17:46Z
2024-07-22T10:34:14Z
2024-07-22T10:28:10Z
COLLABORATOR
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7,056
Make `BufferShuffledExamplesIterable` resumable
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[ "Oh cool !\r\n\r\nThe time it takes to resume depends on the expected maximum distance in this case right ? Do you know its relationship with $B$ ?\r\n\r\nIn your test it already as high as 15k for $B=1024$, which is ok for text datasets but is maybe not ideal for datasets with heavy samples like audio/image/video ...
2024-07-22T07:50:02Z
2025-01-31T05:34:20Z
2025-01-31T05:34:19Z
CONTRIBUTOR
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This PR aims to implement a resumable `BufferShuffledExamplesIterable`. Instead of saving the entire buffer content, which is very memory-intensive, the newly implemented `BufferShuffledExamplesIterable` saves only the minimal state necessary for recovery, e.g., the random generator states and the state of the first e...
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7,055
WebDataset with different prefixes are unsupported
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[ "Since `datasets` uses is built on Arrow to store the data, it requires each sample to have the same columns.\r\n\r\nThis can be fixed by specifyign in advance the name of all the possible columns in the `dataset_info` in YAML, and missing values will be `None`", "Thanks. This currently doesn't work for WebDatase...
2024-07-22T01:14:19Z
2024-07-24T13:26:30Z
2024-07-23T13:28:46Z
NONE
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### Describe the bug Consider a WebDataset with multiple images for each item where the number of images may vary: [example](https://huggingface.co/datasets/bigdata-pw/fashion-150k) Due to this [code](https://github.com/huggingface/datasets/blob/87f4c2088854ff33e817e724e75179e9975c1b02/src/datasets/packaged_modules...
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7,054
Add batching to `IterableDataset`
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[ "Cool ! Thanks for diving into it :)\r\n\r\nYour implementation is great and indeed supports shuffling and batching, you just need to additionally account for state_dict (for dataset [checkpointing+resuming](https://huggingface.co/docs/datasets/main/en/use_with_pytorch#checkpoint-and-resume))\r\n\r\nThat being said...
2024-07-19T10:11:47Z
2024-07-23T13:25:13Z
2024-07-23T10:34:28Z
CONTRIBUTOR
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I've taken a try at implementing a batched `IterableDataset` as requested in issue #6279. This PR adds a new `BatchedExamplesIterable` class and a `.batch()` method to the `IterableDataset` class. The main changes are: 1. A new `BatchedExamplesIterable` that groups examples into batches. 2. A `.batch()` method for...
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7,053
Datasets.datafiles resolve_pattern `TypeError: can only concatenate tuple (not "str") to tuple`
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[ "Hi,\r\n\r\nThis issue was fixed in `datasets` 2.15.0:\r\n- #6105\r\n\r\nYou will need to update your `datasets`:\r\n```\r\npip install -U datasets\r\n```", "Duplicate of:\r\n- #6100" ]
2024-07-18T13:42:35Z
2024-07-18T15:17:42Z
2024-07-18T15:16:18Z
NONE
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### Describe the bug in data_files.py, line 332, `fs, _, _ = get_fs_token_paths(pattern, storage_options=storage_options)` If we run the code on AWS, as fs.protocol will be a tuple like: `('file', 'local')` So, `isinstance(fs.protocol, str) == False` and `protocol_prefix = fs.protocol + "://" if fs.protocol != ...
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7,052
Adding `Music` feature for symbolic music modality (MIDI, abc)
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2024-07-16T17:26:04Z
2024-07-29T06:47:55Z
2024-07-29T06:47:55Z
NONE
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⚠️ (WIP) ⚠️ ### What this PR does This PR adds a `Music` feature for the symbolic music modality, in particular [MIDI](https://en.wikipedia.org/wiki/Musical_Instrument_Digital_Interface) and [abc](https://en.wikipedia.org/wiki/ABC_notation) files. ### Motivations These two file formats are widely used in th...
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7,051
How to set_epoch with interleave_datasets?
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[ "This is not possible right now afaik :/\r\n\r\nMaybe we could have something like this ? wdyt ?\r\n\r\n```python\r\nds = interleave_datasets(\r\n [shuffled_dataset_a, dataset_b],\r\n probabilities=probabilities,\r\n stopping_strategy='all_exhausted',\r\n reshuffle_each_iteration=True,\r\n)", "That wo...
2024-07-15T18:24:52Z
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Let's say I have dataset A which has 100k examples, and dataset B which has 100m examples. I want to train on an interleaved dataset of A+B, with stopping_strategy='all_exhausted' so dataset B doesn't repeat any examples. But every time A is exhausted I want it to be reshuffled (eg. calling set_epoch) Of course I...
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add checkpoint and resume title in docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7050). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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(minor) just to make it more prominent in the docs page for the soon-to-be-released new torchdata
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Save nparray as list
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[ "In addition, when I use `set_format ` and index the ds, the following error occurs:\r\nthe code\r\n```python\r\nds.set_format(type=\"np\", colums=\"pixel_values\")\r\n```\r\nerror\r\n<img width=\"918\" alt=\"image\" src=\"https://github.com/user-attachments/assets/b28bbff2-20ea-4d28-ab62-b4ed2d944996\">\r\n", ">...
2024-07-15T11:36:11Z
2024-07-18T11:33:34Z
2024-07-18T11:33:34Z
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### Describe the bug When I use the `map` function to convert images into features, datasets saves nparray as a list. Some people use the `set_format` function to convert the column back, but doesn't this lose precision? ### Steps to reproduce the bug the map function ```python def convert_image_to_features(inst, ...
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ImportError: numpy.core.multiarray when using `filter`
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[ "Could you please check your `numpy` version?", "I got this issue while using numpy version 2.0. \r\n\r\nI solved it by switching back to numpy 1.26.0 :) ", "We recently added support for numpy 2.0, but it is not released yet.", "Ok I see, thanks! I think we can close this issue for now as switching back to v...
2024-07-15T11:21:04Z
2024-07-16T10:11:25Z
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### Describe the bug I can't apply the filter method on my dataset. ### Steps to reproduce the bug The following snippet generates a bug: ```python from datasets import load_dataset ami = load_dataset('kamilakesbi/ami', 'ihm') ami['train'].filter( lambda example: example["file_name"] == 'EN2001a' ...
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7,047
Save Dataset as Sharded Parquet
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[ "To anyone else who finds themselves in this predicament, it's possible to read the parquet file in the same way that datasets writes it, and then manually break it into pieces. Although, you need a couple of magic options (`thrift_*`) to deal with the huge metadata, otherwise pyarrow immediately crashes.\r\n```pyt...
2024-07-12T23:47:51Z
2024-07-17T12:07:08Z
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### Feature request `to_parquet` currently saves the dataset as one massive, monolithic parquet file, rather than as several small parquet files. It should shard large datasets automatically. ### Motivation This default behavior makes me very sad because a program I ran for 6 hours saved its results using `to_...
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Support librosa and numpy 2.0 for Python 3.10
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7046). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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Support librosa and numpy 2.0 for Python 3.10 by installing soxr 0.4.0b1 pre-release: - https://github.com/dofuuz/python-soxr/releases/tag/v0.4.0b1 - https://github.com/dofuuz/python-soxr/issues/28
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Fix tensorflow min version depending on Python version
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Fix tensorflow min version depending on Python version. Related to: - #6991
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Mark tests that require librosa
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Mark tests that require `librosa`. Note that `librosa` is an optional dependency (installed with `audio` option) and we should be able to test environments without that library installed. This is the case if we want to test Numpy 2.0, which is currently incompatible with `librosa` due to its dependency on `soxr`: -...
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Add decorator as explicit test dependency
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7043). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-12T07:35:23Z
2024-07-12T08:12:55Z
2024-07-12T08:07:10Z
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Add decorator as explicit test dependency. We use `decorator` library in our CI test since PR: - #4845 However we did not add it as an explicit test requirement, and we depended on it indirectly through other libraries' dependencies. I discovered this while testing Numpy 2.0 and removing incompatible librarie...
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Improved the tutorial by adding a link for loading datasets
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2024-07-12T03:49:54Z
2024-08-15T10:07:44Z
2024-08-15T10:01:59Z
CONTRIBUTOR
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Improved the tutorial by letting readers know about loading datasets with common files and including a link. I left the local files section alone because the methods were already listed with code snippets.
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`sort` after `filter` unreasonably slow
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[ "`filter` add an indices mapping on top of the dataset, so `sort` has to gather all the rows that are kept to form a new Arrow table and sort the table. Gathering all the rows can take some time, but is a necessary step. You can try calling `ds = ds.flatten_indices()` before sorting to remove the indices mapping.",...
2024-07-12T03:29:27Z
2025-04-29T09:49:25Z
2025-04-29T09:49:25Z
NONE
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### Describe the bug as the tittle says ... ### Steps to reproduce the bug `sort` seems to be normal. ```python from datasets import Dataset import random nums = [{"k":random.choice(range(0,1000))} for _ in range(100000)] ds = Dataset.from_list(nums) print("start sort") ds = ds.sort("k") print("f...
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7,040
load `streaming=True` dataset with downloaded cache
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[ "When you pass `streaming=True`, the cache is ignored. The remote data URL is used instead and the data is streamed from the remote server.", "Thanks for your reply! So is there any solution to get my expected behavior besides clone the whole repo ? Or could I adjust my script to load the downloaded arrow files a...
2024-07-11T11:14:13Z
2024-07-11T14:11:56Z
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### Describe the bug We build a dataset which contains several hdf5 files and write a script using `h5py` to generate the dataset. The hdf5 files are large and the processed dataset cache takes more disk space. So we hope to try streaming iterable dataset. Unfortunately, `h5py` can't convert a remote URL into a hdf5 f...
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Fix export to JSON when dataset larger than batch size
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7039). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "The test before confirms the bug.\r\n\r\nThere are different possible solutions to this...
2024-07-11T06:52:22Z
2024-09-28T06:10:00Z
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Fix export to JSON (`lines=False`) when dataset larger than batch size. Fix #7037.
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7,037
A bug of Dataset.to_json() function
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[ "Thanks for reporting, @LinglingGreat.\r\n\r\nI confirm this is a bug.", "@albertvillanova I would like to take a shot at this if you aren't working on it currently. Let me know!" ]
2024-07-10T09:11:22Z
2024-09-22T13:16:07Z
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### Describe the bug When using the Dataset.to_json() function, an unexpected error occurs if the parameter is set to lines=False. The stored data should be in the form of a list, but it actually turns into multiple lists, which causes an error when reading the data again. The reason is that to_json() writes to the f...
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Fix doc generation when NamedSplit is used as parameter default value
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7036). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-10T07:58:46Z
2024-07-26T07:58:00Z
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Fix doc generation when `NamedSplit` is used as parameter default value. Fix #7035.
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Docs are not generated when a parameter defaults to a NamedSplit value
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2024-07-10T07:51:24Z
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While generating the docs, we get an error when some parameter defaults to a `NamedSplit` value, like: ```python def call_function(split=Split.TRAIN): ... ``` The error is: ValueError: Equality not supported between split train and <class 'inspect._empty'> See: https://github.com/huggingface/datasets/action...
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chore: fix typos in docs
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2024-07-09T08:35:05Z
2024-08-13T08:22:25Z
2024-08-13T08:16:22Z
CONTRIBUTOR
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`from_generator` does not allow to specify the split name
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[ "Thanks for reporting, @pminervini.\r\n\r\nI agree we should give the option to define the split name.\r\n\r\nIndeed, there is a PR that addresses precisely this issue:\r\n- #7015\r\n\r\nI am reviewing it.", "Booom! thank you guys :)" ]
2024-07-09T07:47:58Z
2024-07-26T12:56:16Z
2024-07-26T09:31:56Z
CONTRIBUTOR
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### Describe the bug I'm building train, dev, and test using `from_generator`; however, in all three cases, the logger prints `Generating train split:` It's not possible to change the split name since it seems to be hardcoded: https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/generator/g...
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2,395,531,699
PR_kwDODunzps50sJTq
7,032
Register `.zstd` extension for zstd-compressed files
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7032). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova hm I don't know tbh, it's just that \"mlfoundations/dclm-baseline-1.0\...
2024-07-08T12:39:50Z
2024-07-12T15:07:03Z
2024-07-12T15:07:03Z
CONTRIBUTOR
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For example, https://huggingface.co/datasets/mlfoundations/dclm-baseline-1.0 dataset files have `.zstd` extension which is currently ignored (only `.zst` is registered).
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7,031
CI quality is broken: use ruff check instead
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2024-07-08T11:42:24Z
2024-07-08T11:47:29Z
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MEMBER
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CI quality is broken: https://github.com/huggingface/datasets/actions/runs/9838873879/job/27159697027 ``` error: `ruff <path>` has been removed. Use `ruff check <path>` instead. ```
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7,030
Add option to disable progress bar when reading a dataset ("Loading dataset from disk")
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[ "You can disable progress bars for all of `datasets` with `disable_progress_bars`. [Link](https://huggingface.co/docs/datasets/en/package_reference/utilities#datasets.enable_progress_bars)\r\n\r\nSo you could do something like:\r\n\r\n```python\r\nfrom datasets import load_from_disk, enable_progress_bars, disable_p...
2024-07-06T05:43:37Z
2024-07-13T14:35:59Z
2024-07-13T14:35:59Z
NONE
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### Feature request Add an option in load_from_disk to disable the progress bar even if the number of files is larger than 16. ### Motivation I am reading a lot of datasets that it creates lots of logs. <img width="1432" alt="image" src="https://github.com/huggingface/datasets/assets/57996478/8d4bbf03-6b89-...
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7,029
load_dataset on AWS lambda throws OSError(30, 'Read-only file system') error
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[ "hi ! can you share the full stack trace ? this should help locate what files is not written in the cache_dir" ]
2024-07-04T19:15:16Z
2024-07-17T12:44:03Z
null
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### Describe the bug I'm using AWS lambda to run a python application. I run the `load_dataset` function with cache_dir="/tmp" and is still throws the OSError(30, 'Read-only file system') error. Is even updated all the HF envs to point to /tmp dir but the issue still persists. I can confirm that the I can write to /...
null
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Fix ci
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7028). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-07-04T15:11:08Z
2024-07-04T15:26:35Z
2024-07-04T15:19:16Z
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...after last pr errors
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Missing line from previous pr
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Fix check_library_imports
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2024-07-04T14:18:38Z
2024-07-04T14:28:36Z
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move it to after the `trust_remote_code` check Note that it only affects local datasets that already exist on disk, not datasets loaded from HF directly
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feat: support non streamable arrow file binary format
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[ "requesting review - @albertvillanova @lhoestq ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7025). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@lhoestq rebased the PR, It would b...
2024-07-04T10:11:12Z
2024-07-31T06:15:50Z
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Support Arrow files (`.arrow`) that are in non streamable binary file formats.
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Streaming dataset not returning data
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2024-07-04T07:21:47Z
2024-07-04T07:21:47Z
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### Describe the bug I'm deciding to post here because I'm still not sure what the issue is, or if I am using IterableDatasets wrongly. I'm following the guide on here https://huggingface.co/learn/cookbook/en/fine_tuning_code_llm_on_single_gpu pretty much to a tee and have verified that it works when I'm fine-tuning ...
null
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Remove dead code for pyarrow < 15.0.0
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2024-07-03T09:05:03Z
2024-07-03T09:24:46Z
2024-07-03T09:17:35Z
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Remove dead code for pyarrow < 15.0.0. Code is dead since the merge of: - #6892 Fix #7022.
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There is dead code after we require pyarrow >= 15.0.0
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2024-07-03T09:17:36Z
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There are code lines specific for pyarrow versions < 15.0.0. However, we require pyarrow >= 15.0.0 since the merge of PR: - #6892 Those code lines are now dead code and should be removed.
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Fix casting list array to fixed size list
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Fix casting list array to fixed size list. This bug was introduced in [datasets-2.17.0](https://github.com/huggingface/datasets/releases/tag/2.17.0) by PR: https://github.com/huggingface/datasets/pull/6283/files#diff-1cb2b66aa9311d729cfd83013dad56cf5afcda35b39dfd0bfe9c3813a049eab0R1899 - #6283 Fix #7020.
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Casting list array to fixed size list raises error
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When trying to cast a list array to fixed size list, an AttributeError is raised: > AttributeError: 'pyarrow.lib.FixedSizeListType' object has no attribute 'length' Steps to reproduce the bug: ```python import pyarrow as pa from datasets.table import array_cast arr = pa.array([[0, 1]]) array_cast(arr, pa.lis...
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Support pyarrow large_list
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7019). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova really happy to see this fix.\r\n\r\nHave you attempted to save a data...
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Allow Polars round trip by supporting pyarrow large list. Fix #6834, fix #6984. Supersede and close #4800, close #6835, close #6986.
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`load_dataset` fails to load dataset saved by `save_to_disk`
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[ "In my case the error was:\r\n```\r\nValueError: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead.\r\n```\r\nDid you try `load_from_disk`?", "More generally, any reason there is no API consistency between save_to_disk and push_to_hub ? \r\n\r\nWould be nice...
2024-07-01T12:19:19Z
2025-05-24T05:21:12Z
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### Describe the bug This code fails to load the dataset it just saved: ```python from datasets import load_dataset from transformers import AutoTokenizer MODEL = "google-bert/bert-base-cased" tokenizer = AutoTokenizer.from_pretrained(MODEL) dataset = load_dataset("yelp_review_full") def tokenize_functi...
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Support fsspec 2024.6.1
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[ "There is an open issue #2514 about this which also proposes solutions." ]
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### Feature request `drop_duplicates` method for huggingface datasets (similiar in simplicity to the `pandas` one) ### Motivation Ease of use ### Your contribution I don't think i am good enough to help
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add split argument to Generator
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7015). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova thanks for the review, please take a look", "@albertvillanova please...
2024-07-01T08:09:25Z
2024-07-26T09:37:51Z
2024-07-26T09:31:56Z
CONTRIBUTOR
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## Actual When creating a multi-split dataset using generators like ```python datasets.DatasetDict({ "val": datasets.Dataset.from_generator( generator=generator_val, features=features ), "test": datasets.Dataset.from_generator( generator=generator_test, features=features, ...
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Skip faiss tests on Windows to avoid running CI for 360 minutes
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Skip faiss tests on Windows to avoid running CI for 360 minutes. Fix #7013. Revert once the underlying issue is fixed.
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CI is broken for faiss tests on Windows: node down: Not properly terminated
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2024-07-01T06:40:03Z
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Faiss tests on Windows make the CI run indefinitely until maximum execution time (360 minutes) is reached. See: https://github.com/huggingface/datasets/actions/runs/9712659783 ``` test (integration, windows-latest, deps-minimum) The job running on runner GitHub Actions 60 has exceeded the maximum execution time o...
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Raise an error when a nested object is expected to be a mapping that displays the object
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Re-enable raising error from huggingface-hub FutureWarning in CI
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Re-enable raising error from huggingface-hub FutureWarning in tests, once that the fix in transformers - https://github.com/huggingface/transformers/pull/31007 was just released yesterday in transformers-4.42.0: https://github.com/huggingface/transformers/releases/tag/v4.42.0 Fix #7010.
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Re-enable raising error from huggingface-hub FutureWarning in CI, which was disabled by PR: - #6876 Note that this can only be done once transformers releases the fix: - https://github.com/huggingface/transformers/pull/31007
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Support ruff 0.5.0 in CI
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Support ruff 0.5.0 in CI and revert: - #7007 Fix #7008.
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Support ruff 0.5.0 in CI. Also revert: - #7007
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Fix CI by temporarily pinning ruff < 0.5.0
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As a hotfix for CI, temporarily pin ruff upper version < 0.5.0. Fix #7006. Revert once root cause is fixed.
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CI is broken after ruff-0.5.0: E721
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After ruff-0.5.0 release (https://github.com/astral-sh/ruff/releases/tag/0.5.0), our CI is broken due to E721 rule. See: https://github.com/huggingface/datasets/actions/runs/9707641618/job/26793170961?pr=6983 > src/datasets/features/features.py:844:12: E721 Use `is` and `is not` for type comparisons, or `isinstanc...
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EmptyDatasetError: The directory at /metadata.jsonl doesn't contain any data files
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[ "Hi ! `data_dir=` is for directories, can you try using `data_files=` instead ?", "If you are trying to load your image dataset from a local folder, you should replace \"data_dir=path/to/jsonl/metadata.jsonl\" with the real folder path in your computer.\r\n\r\nhttps://huggingface.co/docs/datasets/en/image_load#im...
2024-06-27T15:08:26Z
2024-06-28T09:56:19Z
2024-06-28T09:56:19Z
NONE
null
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### Describe the bug while trying to load custom dataset from jsonl file, I get the error: "metadata.jsonl doesn't contain any data files" ### Steps to reproduce the bug This is my [metadata_v2.jsonl](https://github.com/user-attachments/files/16016011/metadata_v2.json) file. I have this file in the folder with all ...
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2,376,064,264
PR_kwDODunzps5zrIYR
7,004
Fix WebDatasets KeyError for user-defined Features when a field is missing in an example
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7004). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-26T18:58:05Z
2024-06-29T00:15:49Z
2024-06-28T09:30:12Z
CONTRIBUTOR
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Fixes: https://github.com/huggingface/datasets/issues/6900 Not sure if this needs any addition stuff before merging
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minor fix for bfloat16
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Fix dump of bfloat16 torch tensor
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close https://github.com/huggingface/datasets/issues/7000
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Datasetbuilder Local Download FileNotFoundError
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[ "Ok it seems the solution is to use the directory string without the trailing \"/\" which in my case as: \r\n\r\n`parquet_dir = \"~/data/Parquet\" `\r\n\r\nStill i think this is a weird behavior... " ]
2024-06-25T15:02:34Z
2024-06-25T15:21:19Z
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### Describe the bug So I was trying to download a dataset and save it as parquet and I follow the [tutorial](https://huggingface.co/docs/datasets/filesystems#download-and-prepare-a-dataset-into-a-cloud-storage) of Huggingface. However, during the excution I face a FileNotFoundError. I debug the code and it seems...
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I_kwDODunzps6Nb2Qh
7,000
IterableDataset: Unsupported ScalarType BFloat16
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[ "@lhoestq Thank you for merging #6607, but unfortunately the issue persists for `IterableDataset` :pensive: ", "Hi ! I opened https://github.com/huggingface/datasets/pull/7002 to fix this bug", "Amazing, thank you so much @lhoestq! :pray:" ]
2024-06-25T14:43:26Z
2024-06-25T16:04:00Z
2024-06-25T15:51:53Z
NONE
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### Describe the bug `IterableDataset.from_generator` crashes when using BFloat16: ``` File "/usr/local/lib/python3.11/site-packages/datasets/utils/_dill.py", line 169, in _save_torchTensor args = (obj.detach().cpu().numpy(),) ^^^^^^^^^^^^^^^^^^^^^^^^^^ TypeError: Got unsupported ScalarType ...
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Remove tasks
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2024-06-25T09:06:16Z
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Remove tasks, as part of the 3.0 release.
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Fix tests using hf-internal-testing/librispeech_asr_dummy
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Fix tests using hf-internal-testing/librispeech_asr_dummy once that dataset has been converted to Parquet. Fix #6997.
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CI is broken for tests using hf-internal-testing/librispeech_asr_dummy
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CI is broken: https://github.com/huggingface/datasets/actions/runs/9657882317/job/26637998686?pr=6996 ``` FAILED tests/test_inspect.py::test_get_dataset_config_names[hf-internal-testing/librispeech_asr_dummy-expected4] - AssertionError: assert ['clean'] == ['clean', 'other'] Right contains one more item: 'othe...
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Remove deprecated code
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2024-06-25T06:54:40Z
2024-08-21T09:42:52Z
2024-08-21T09:35:06Z
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Remove deprecated code, as part of the 3.0 release. First merge: - [x] #6983 - [x] #6987 - [x] #6999
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I_kwDODunzps6NTjeD
6,995
ImportError when importing datasets.load_dataset
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[ "What is the version of your installed `huggingface-hub`:\r\n```python\r\nimport huggingface_hub\r\nprint(huggingface_hub.__version__)\r\n```\r\n\r\nIt seems you have a very old version of `huggingface-hub`, where `CommitInfo` was not still implemented. You need to update it:\r\n```\r\npip install -U huggingface-hu...
2024-06-24T17:07:22Z
2024-11-14T01:42:09Z
2024-06-25T06:11:37Z
NONE
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### Describe the bug I encountered an ImportError while trying to import `load_dataset` from the `datasets` module in Hugging Face. The error message indicates a problem with importing 'CommitInfo' from 'huggingface_hub'. ### Steps to reproduce the bug 1. pip install git+https://github.com/huggingface/datasets 2. f...
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6,994
Fix incorrect rank value in data splitting
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[ "Sure~", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6994). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>...
2024-06-24T15:07:47Z
2024-06-26T04:37:35Z
2024-06-25T16:19:17Z
CONTRIBUTOR
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Fix #6990.
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less script docs
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2024-06-24T14:45:28Z
2024-07-08T13:10:53Z
2024-06-27T09:31:21Z
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+ mark as legacy in some parts of the docs since we'll not build new features for script datasets
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Dataset with streaming doesn't work with proxy
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[ "Hi ! can you try updating `datasets` and `huggingface_hub` ?\r\n\r\n```\r\npip install -U datasets huggingface_hub\r\n```" ]
2024-06-22T16:12:08Z
2024-06-25T15:43:05Z
null
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### Describe the bug I'm currently trying to stream data using dataset since the dataset is too big but it hangs indefinitely without loading the first batch. I use AIMOS which is a supercomputer that uses proxy to connect to the internet. I assume it has to do with the network configurations. I've already set up both...
null
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Unblock NumPy 2.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6991). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova Any chance we could get this in before the next release? Everything d...
2024-06-22T09:19:53Z
2024-12-25T17:57:34Z
2024-07-12T12:04:53Z
CONTRIBUTOR
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Fixes https://github.com/huggingface/datasets/issues/6980
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Problematic rank after calling `split_dataset_by_node` twice
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[ "ah yes good catch ! feel free to open a PR with your suggested fix" ]
2024-06-21T14:25:26Z
2024-06-25T16:19:19Z
2024-06-25T16:19:19Z
CONTRIBUTOR
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### Describe the bug I'm trying to split `IterableDataset` by `split_dataset_by_node`. But when doing split on a already split dataset, the resulting `rank` is greater than `world_size`. ### Steps to reproduce the bug Here is the minimal code for reproduction: ```py >>> from datasets import load_dataset >>...
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cache in nfs error
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[ "Hey @simplew2011 I am curious if you know of a workaround, or possible implications of letting the code run?" ]
2024-06-21T02:09:22Z
2025-01-29T11:44:04Z
null
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### Describe the bug - When reading dataset, a cache will be generated to the ~/. cache/huggingface/datasets directory - When using .map and .filter operations, runtime cache will be generated to the /tmp/hf_datasets-* directory - The default is to use the path of tempfile.tempdir - If I modify this path to the N...
null
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[`feat`] Move dataset card creation to method for easier overriding
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6988). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "`Dataset` objects are not made to be subclassed, so I don't think going in that directi...
2024-06-20T10:47:57Z
2024-06-21T16:04:58Z
null
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Hello! ## Pull Request overview * Move dataset card creation to method for easier overriding ## Details It's common for me to fully automatically download, reformat, and upload a dataset (e.g. see https://huggingface.co/datasets?other=sentence-transformers), but one aspect that I cannot easily automate is the d...
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Remove beam
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2024-06-20T07:27:14Z
2024-06-26T19:41:55Z
2024-06-26T19:35:42Z
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Remove beam, as part of the 3.0 release.
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6,986
Add large_list type support in string_to_arrow
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[ "@albertvillanova @KennethEnevoldsen" ]
2024-06-19T14:54:25Z
2024-08-12T14:43:48Z
2024-08-12T14:43:47Z
NONE
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add large_list type support in string_to_arrow() and _arrow_to_datasets_dtype() in features.py Fix #6984
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AttributeError: module 'pyarrow.lib' has no attribute 'ListViewType'
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[ "Please note that the error is raised just at import:\r\n```python\r\nimport pyarrow.parquet as pq\r\n```\r\n\r\nTherefore it must be caused by some problem with your pyarrow installation. I would recommend you uninstall and install pyarrow again.\r\n\r\nI also see that it seems you use conda to install pyarrow. Pl...
2024-06-19T13:22:28Z
2025-03-14T18:47:53Z
2024-06-25T05:40:51Z
NONE
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### Describe the bug I have been struggling with this for two days, any help would be appreciated. Python 3.10 ``` from setfit import SetFitModel from huggingface_hub import login access_token_read = "cccxxxccc" # Authenticate with the Hugging Face Hub login(token=access_token_read) # Load the models fr...
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6,984
Convert polars DataFrame back to datasets
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[ "Hi ! Thanks for reporting :)\r\n\r\nWe don't support `large_list` yet, though it should be added to `Sequence` IMO (maybe with a parameter `large=True` ?)" ]
2024-06-19T11:38:48Z
2024-08-12T14:43:46Z
2024-08-12T14:43:46Z
NONE
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### Feature request This returns error. ```python from datasets import Dataset dsdf = Dataset.from_dict({"x": [[1, 2], [3, 4, 5]], "y": ["a", "b"]}) Dataset.from_polars(dsdf.to_polars()) ``` ValueError: Arrow type large_list<item: int64> does not have a datasets dtype equivalent. ### Motivation When datasets...
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Remove metrics
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6983). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-19T09:08:55Z
2024-06-28T06:57:38Z
2024-06-28T06:51:30Z
MEMBER
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Remove all metrics, as part of the 3.0 release. Note they are deprecated since 2.5.0 version.
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cannot split dataset when using load_dataset
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[ "it seems the bug will happened in all windows system, I tried it in windows8.1, 10, 11 and all of them failed. But it won't happened in the Linux(Ubuntu and Centos7) and Mac (both my virtual and physical machine). I still don't know what the problem is. May be related to the path? I cannot run the split file in m...
2024-06-19T08:07:16Z
2024-07-08T06:20:16Z
2024-07-08T06:20:16Z
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### Describe the bug when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document, This bug happened in my server, my laptop, so as #6906 , but it won't happen in the google colab. I work for it for da...
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