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2,337,476,383
I_kwDODunzps6LUw8f
6,958
My Private Dataset doesn't exist on the Hub or cannot be accessed
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2024-06-06T06:52:19
2024-06-06T07:52:03
null
NONE
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### Describe the bug ``` File "/root/miniconda3/envs/gino_conda/lib/python3.9/site-packages/datasets/load.py", line 1852, in dataset_module_factory raise DatasetNotFoundError(msg + f" at revision '{revision}'" if revision else msg) datasets.exceptions.DatasetNotFoundError: Dataset 'xxx' doesn't exist on t...
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2,335,559,400
PR_kwDODunzps5xiTwJ
6,957
Fix typos in docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6957). 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>...
2024-06-05T10:46:47
2024-06-05T13:01:07
2024-06-05T12:43:26
MEMBER
null
Fix typos in docs introduced by: - #6956 Typos: - `comparisions` => `comparisons` - two consecutive sentences both ending in colon - split one sentence into two Sorry, I did not have time to review that PR. CC: @lhoestq
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2,333,940,021
PR_kwDODunzps5xcwXz
6,956
update docs on N-dim arrays
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2024-06-04T16:32:19
2024-06-04T16:46:34
2024-06-04T16:40:27
MEMBER
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https://api.github.com/repos/huggingface/datasets/issues/6955
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2,333,802,815
PR_kwDODunzps5xcSYm
6,955
Fix small typo
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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...
2024-06-04T15:19:02
2024-06-05T10:18:56
2024-06-04T15:20:55
CONTRIBUTOR
null
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2,333,530,558
PR_kwDODunzps5xbWtU
6,954
Remove default `trust_remote_code=True`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6954). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "yay! 🎉 " ]
2024-06-04T13:22:56
2024-06-06T16:46:08
null
MEMBER
null
TODO: - [ ] fix tests
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2,333,366,120
I_kwDODunzps6LFFdo
6,953
Remove canonical datasets from docs
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2024-06-04T12:09:03
2024-06-04T12:09:03
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Remove canonical datasets from docs, now that we no longer have canonical datasets.
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6,952
Move info_utils errors to exceptions module
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2024-06-04T11:48:32
2024-06-05T17:39:24
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MEMBER
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Move `info_utils` errors to `exceptions` module. Additionally rename some of them, deprecate the former ones, and make the deprecation backward compatible (by making the new errors inherit from the former ones).
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2,333,231,042
I_kwDODunzps6LEkfC
6,951
load_dataset() should load all subsets, if no specific subset is specified
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[ "@xianbaoqian " ]
2024-06-04T11:02:33
2024-06-04T11:02:49
null
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### Feature request Currently load_dataset() is forcing users to specify a subset. Example `from datasets import load_dataset dataset = load_dataset("m-a-p/COIG-CQIA")` ```--------------------------------------------------------------------------- ValueError Traceback (most recen...
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2,333,005,974
I_kwDODunzps6LDtiW
6,950
`Dataset.with_format` behaves inconsistently with documentation
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[ "Hi ! It seems the documentation was outdated in this paragraph\r\n\r\nI fixed it here: https://github.com/huggingface/datasets/pull/6956" ]
2024-06-04T09:18:32
2024-06-05T10:19:56
null
NONE
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### Describe the bug The actual behavior of the interface `Dataset.with_format` is inconsistent with the documentation. https://huggingface.co/docs/datasets/use_with_pytorch#n-dimensional-arrays https://huggingface.co/docs/datasets/v2.19.0/en/use_with_tensorflow#n-dimensional-arrays > If your dataset consists of ...
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2,332,336,573
I_kwDODunzps6LBKG9
6,949
load_dataset error
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[ "Hi, @lion-ops.\r\n\r\nIn our Continuous Integration we have many tests on loading JSON files and all of them work properly.\r\n\r\nCould you please share your \"train.json\" file, so that we can try to reproduce the issue you have? ", "> Hi, @lion-ops.\r\n> \r\n> In our Continuous Integration we have many tests ...
2024-06-04T01:24:45
2024-06-04T05:54:54
null
NONE
null
### Describe the bug Why does the program get stuck when I use load_dataset method, and it still gets stuck after loading for several hours? In fact, my json file is only 21m, and I can load it in one go using open('', 'r'). ### Steps to reproduce the bug 1. pip install datasets==2.19.2 2. from datasets import Data...
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I_kwDODunzps6K-87c
6,948
to_tf_dataset: Visible devices cannot be modified after being initialized
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2024-06-03T18:10:57
2024-06-03T18:10:57
null
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null
### Describe the bug When trying to use to_tf_dataset with a custom data_loader collate_fn when I use parallelism I am met with the following error as many times as number of workers there were in ``num_workers``. File "/opt/miniconda/envs/env/lib/python3.11/site-packages/multiprocess/process.py", line 314, in _b...
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FileNotFoundError:error when loading C4 dataset
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[ "same problem here", "Hello,\r\n\r\nAre you sure you are really using datasets version 2.19.2? We just made the patch release yesterday specifically to fix this issue:\r\n- #6925\r\n\r\nI can't reproduce the error:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n\r\nIn [2]: ds = load_dataset('allenai...
2024-06-03T13:06:33
2024-06-04T12:48:40
null
NONE
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### Describe the bug can't load c4 datasets When I replace the datasets package to 2.12.2 I get raise datasets.utils.info_utils.ExpectedMoreSplits: {'train'} How can I fix this? ### Steps to reproduce the bug 1.from datasets import load_dataset 2.dataset = load_dataset('allenai/c4', data_files={'validat...
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Re-enable import sorting disabled by flake8:noqa directive when using ruff linter
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2024-06-03T06:24:47
2024-06-04T10:00:08
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Re-enable import sorting that was wrongly disabled by `flake8: noqa` directive after switching to `ruff` linter in datasets-2.10.0 PR: - #5519 Note that after the linter switch, we wrongly replaced `flake8: noqa` with `ruff: noqa` in datasets-2.17.0 PR: - #6619 That replacement was wrong because we kept the `is...
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Update yanked version of minimum requests requirement
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2024-06-03T05:45:50
2024-06-03T06:15:48
2024-06-03T06:09:43
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Update yanked version of minimum requests requirement. Version 2.32.1 was yanked: https://pypi.org/project/requests/2.32.1/
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2024-06-03T05:01:50
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Import sorting is disabled by flake8 noqa directive after switching to ruff linter
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2024-06-02T09:43:34
2024-06-04T09:54:24
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When we switched to `ruff` linter in PR: - #5519 import sorting was disabled in all files containing the `# flake8: noqa` directive - https://github.com/astral-sh/ruff/issues/11679 We should re-enable import sorting on those files.
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2,328,930,165
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6,941
Supporting FFCV: Fast Forward Computer Vision
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2024-06-01T05:34:52
2024-06-01T05:34:52
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### Feature request Supporting FFCV, https://github.com/libffcv/ffcv ### Motivation According to the benchmark, FFCV seems to be fastest image loading method. ### Your contribution no
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6,940
Enable Sharding to Equal Sized Shards
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2024-05-31T21:55:50
2024-06-01T07:34:12
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### Feature request Add an option when sharding a dataset to have all shards the same size. Will be good to provide both an option of duplication, and by truncation. ### Motivation Currently the behavior of sharding is "If n % i == l, then the first l shards will have length (n // i) + 1, and the remaining sha...
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ExpectedMoreSplits error when using data_dir
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2024-05-31T15:08:42
2024-05-31T17:10:39
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As reported by @regisss, an `ExpectedMoreSplits` error is raised when passing `data_dir`: ```python from datasets import load_dataset dataset = load_dataset( "lvwerra/stack-exchange-paired", split="train", cache_dir=None, data_dir="data/rl", ) ``` ``` Traceback (most recent call last): F...
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Fix expected splits when passing data_files or dir
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6938). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "fix is included in https://github.com/huggingface/datasets/pull/6925" ]
2024-05-31T11:04:22
2024-05-31T15:28:03
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reported on slack: The following code snippet gives an error with v2.19 but not with v2.18: from datasets import load_dataset ``` dataset = load_dataset( "lvwerra/stack-exchange-paired", split="train", cache_dir=None, data_dir="data/rl", ) ``` and the error is: ``` Traceback (most recent ...
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JSON loader implicitly coerces floats to integers
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2024-05-31T08:09:12
2024-05-31T08:11:57
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The JSON loader implicitly coerces floats to integers. The column values `[0.0, 1.0, 2.0]` are coerced to `[0, 1, 2]`. See CI error in dataset-viewer: https://github.com/huggingface/dataset-viewer/actions/runs/9290164936/job/25576926446 ``` =================================== FAILURES ===========================...
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2,326,119,853
I_kwDODunzps6KpcWt
6,936
save_to_disk() freezes when saving on s3 bucket with multiprocessing
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2024-05-30T16:48:39
2024-05-30T16:49:05
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### Describe the bug I'm trying to save a `Dataset` using the `save_to_disk()` function with: - `num_proc > 1` - `dataset_path` being a s3 bucket path e.g. "s3://{bucket_name}/{dataset_folder}/" The hf progress bar shows up but the saving does not seem to start. When using one processor only (`num_proc=1`), e...
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2,325,612,022
I_kwDODunzps6KngX2
6,935
Support for pathlib.Path in datasets 2.19.0
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2024-05-30T12:53:36
2024-05-30T12:53:36
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NONE
null
### Describe the bug After the recent update of `datasets`, Dataset.save_to_disk does not accept a pathlib.Path anymore. It was supported in 2.18.0 and previous versions. Is this intentional? Was it supported before only because of a Python dusk-typing miracle? ### Steps to reproduce the bug ``` from datasets impor...
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Revert ci user
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6934). 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>...
2024-05-30T10:45:26
2024-05-31T10:25:08
2024-05-30T10:45:37
MEMBER
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update ci user
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6933). 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>...
2024-05-30T10:23:02
2024-05-30T10:30:54
2024-05-30T10:23:12
MEMBER
null
token is ok to be public since it's only for the hub-ci
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Update dataset_dict.py
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[ "thanks !", "<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_bat...
2024-05-30T05:22:35
2024-06-04T12:56:20
2024-06-04T12:50:13
CONTRIBUTOR
null
shape returns (number of rows, number of columns)
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[WebDataset] Support compressed files
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2024-05-29T14:19:06
2024-05-29T16:33:18
2024-05-29T16:24:21
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ValueError: Couldn't infer the same data file format for all splits. Got {'train': ('json', {}), 'validation': (None, {})}
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2024-05-29T12:40:05
2024-05-29T12:40:05
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### Describe the bug When I run the code en = load_dataset("allenai/c4", "en", streaming=True), I encounter an error: raise ValueError(f"Couldn't infer the same data file format for all splits. Got {split_modules}") ValueError: Couldn't infer the same data file format for all splits. Got {'train': ('json', {}), 'valid...
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6,929
Avoid downloading the whole dataset when only README.me has been touched on hub.
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[ "you're right, we're tackling this here: https://github.com/huggingface/dataset-viewer/issues/2757", "@severo : great !" ]
2024-05-29T10:36:06
2024-05-29T20:51:56
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### Feature request `datasets.load_dataset()` triggers a new download of the **whole dataset** when the README.md file has been touched on huggingface hub, even if data files / parquet files are the exact same. I think the current behaviour of the load_dataset function is triggered whenever a change of the hash o...
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Update process.mdx: Code Listings Fixes
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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...
2024-05-29T03:17:07
2024-06-04T13:08:19
2024-06-04T12:55:00
CONTRIBUTOR
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Update process.mdx: Minor Code Listings Updates and Fixes
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2024-05-29T03:09:01
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Update process.mdx: Fix code listing in Shard section
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6,925
Fix NonMatchingSplitsSizesError/ExpectedMoreSplits when passing data_dir/data_files in no-code Hub datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6925). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Do you think this is worth making a patch release for?\r\nCC: @huggingface/datasets", ...
2024-05-28T13:33:38
2024-06-02T14:11:13
2024-05-31T17:10:37
MEMBER
null
Fix `NonMatchingSplitsSizesError` or `ExpectedMoreSplits` error for no-code Hub datasets if the user passes: - `data_dir` - `data_files` The proposed solution is to avoid using exported dataset info (from Parquet exports) in these cases. Additionally, also if the user passes `revision` other than "main" (so that ...
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2,320,531,015
I_kwDODunzps6KUH5H
6,924
Caching map result of DatasetDict.
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2024-05-28T09:07:41
2024-05-28T09:07:41
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Hi! I'm currenty using the map function to tokenize a somewhat large dataset, so I need to use the cache to save ~25 mins. Changing num_proc incduces the recomputation of the map, I'm not sure why and if this is excepted behavior? here it says, that cached files are loaded sequentially: https://github.com/...
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6,923
Export Parquet Tablet Audio-Set is null bytes in Arrow
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2024-05-27T14:27:57
2024-05-27T14:27:57
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### Describe the bug Exporting the processed audio inside the table with the dataset.to_parquet function, the object pyarrow {bytes: null, path: "Some/Path"} At the same time, the same dataset uploaded to the hub has bit arrays ![Screenshot from 2024-05-27 19-14-49](https://github.com/huggingface/datasets/assets/1...
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Remove torchaudio remnants from code
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6922). 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>...
2024-05-27T08:45:07
2024-05-27T09:08:19
2024-05-27T08:59:21
MEMBER
null
Remove torchaudio remnants from code. Follow-up on: - #5573
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Support fsspec 2024.5.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6921). 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>...
2024-05-27T07:00:59
2024-05-27T08:07:16
2024-05-27T08:01:08
MEMBER
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Support fsspec 2024.5.0.
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[WebDataset] Add `.pth` support for torch tensors
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MEMBER
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In this PR I add support for `.pth` but with `weights_only=True` to disallow the use of pickle
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Invalid YAML in README.md: unknown tag !<tag:yaml.org,2002:python/tuple>
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2024-05-24T14:59:45
2024-05-24T14:59:45
null
NONE
null
### Describe the bug I wrote a notebook to load an existing dataset, process it, and upload as a private dataset using `dataset.push_to_hub(...)` at the end. The push to hub is failing with: ``` ValueError: Invalid metadata in README.md. - Invalid YAML in README.md: unknown tag !<tag:yaml.org,2002:python[/tuple](...
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2,315,322,738
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6,918
NonMatchingSplitsSizesError when using data_dir
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[ "Thanks for reporting, @srehaag.\r\n\r\nWe are investigating this issue.", "I confirm there is a bug for data-based Hub datasets when the user passes `data_dir`, which was introduced by PR:\r\n- #6714" ]
2024-05-24T12:43:39
2024-05-31T17:10:38
2024-05-31T17:10:38
NONE
null
### Describe the bug Loading a dataset from with a data_dir argument generates a NonMatchingSplitsSizesError if there are multiple directories in the dataset. This appears to happen because the expected split is calculated based on the data in all the directories whereas the recorded split is calculated based on t...
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6,917
WinError 32 The process cannot access the file during load_dataset
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2024-05-24T07:54:51
2024-05-24T07:54:51
null
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null
### Describe the bug When I try to load the opus_book from hugging face (following the [guide on the website](https://huggingface.co/docs/transformers/main/en/tasks/translation)) ```python from datasets import load_dataset, Dataset dataset = load_dataset("Helsinki-NLP/opus_books", "en-fr", features=["id", "tran...
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2,311,675,564
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6,916
```push_to_hub()``` - Prevent Automatic Generation of Splits
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2024-05-22T23:52:15
2024-05-23T00:07:53
2024-05-23T00:07:53
NONE
null
### Describe the bug I currently have a dataset which has not been splited. When pushing the dataset to my hugging face dataset repository, it is split into a testing and training set. How can I prevent the split from happening? ### Steps to reproduce the bug 1. Have a unsplit dataset ```python Dataset({ featur...
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Validate config name and data_files in packaged modules
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6915). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I pushed a change that fixes 2.15 cache reloading (I fixed the packaged module hash), f...
2024-05-22T13:36:33
2024-06-06T09:32:10
2024-06-06T09:24:35
MEMBER
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Validate the config attributes `name` and `data_files` in packaged modules by making the derived classes call their parent `__post_init__` method. Note that their parent `BuilderConfig` validates its attributes `name` and `data_files` in its `__post_init__` method: https://github.com/huggingface/datasets/blob/60d21e...
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Preserve JSON column order and support list of strings field
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2024-05-22T09:58:54
2024-05-29T13:18:47
2024-05-29T13:12:23
MEMBER
null
Preserve column order when loading from a JSON file with a list of dict (or with a field containing a list of dicts). Additionally, support JSON file with a list of strings field. Fix #6913.
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I_kwDODunzps6JqcoB
6,913
Column order is nondeterministic when loading from JSON
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2024-05-22T05:30:14
2024-05-29T13:12:24
2024-05-29T13:12:24
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As reported by @meg-huggingface, the order of the JSON object keys is not preserved while loading a dataset from a JSON file with a list of objects. For example, when loading a JSON files with a list of objects, each with the following ordered keys: - [ID, Language, Topic], the resulting dataset may have column...
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I_kwDODunzps6JpiDJ
6,912
Add MedImg for streaming
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[ "@mariosasko, @lhoestq, @albertvillanova\r\nHello! Can anyone help? or can you guys suggest who can help with this?", "Hi ! Feel free to download the dataset and create a `Dataset` object with it.\r\n\r\nThen your'll be able to use `push_to_hub()` to upload the dataset to HF in Parquet format and make it streamab...
2024-05-22T00:55:30
2024-06-03T14:40:10
null
NONE
null
### Feature request Host the MedImg dataset (similar to Imagenet but for biomedical images). ### Motivation There is a clear need for biomedical image foundation models and large scale biomedical datasets that are easily streamable. This would be an excellent tool for the biomedical community. ### Your con...
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6,911
Remove dead code for non-dict data_files from packaged modules
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2024-05-21T12:10:24
2024-05-23T08:05:58
2024-05-23T07:59:57
MEMBER
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Remove dead code for non-dict data_files from packaged modules. Since the merge of this PR: - #2986 the builders' variable self.config.data_files is always a dict, which makes the condition on (str, list, tuple) dead code.
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Fix wrong type hints in data_files
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2024-05-21T07:41:09
2024-05-23T06:04:05
2024-05-23T05:58:05
MEMBER
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Fix wrong type hints in data_files introduced in: - #6493
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Update requests >=2.32.1 to fix vulnerability
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2024-05-21T07:11:20
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2024-05-21T07:38:25
MEMBER
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Update requests >=2.32.1 to fix vulnerability.
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2,304,958,116
I_kwDODunzps6JYt6k
6,908
Fail to load "stas/c4-en-10k" dataset since 2.16 version
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[ "I am not able to reproduce the error with datasets 2.19.1:\r\n```python\r\nIn [1]: from datasets import load_dataset; ds = load_dataset(\"stas/c4-en-10k\", streaming=True); item = next(iter(ds[\"train\"])); item\r\nOut[1]: {'text': 'Beginners BBQ Class Taking Place in Missoula!\\nDo you want to get better at makin...
2024-05-20T02:43:59
2024-05-24T10:58:09
2024-05-24T10:58:09
NONE
null
### Describe the bug When update datasets library to version 2.16+ ( I test it on 2.16, 2.19.0 and 2.19.1), using the following code to load stas/c4-en-10k dataset ```python from datasets import load_dataset, Dataset dataset = load_dataset('stas/c4-en-10k') ``` and then it raise UnicodeDecodeError like ...
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6,907
Support the deserialization of json lines files comprised of lists
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[ "Update: I ended up deciding to go back to use lines of dictionaries instead of arrays, not because of this issue as my users would be capable of downloading my corpus without `datasets`, but the speed and storage savings are not currently worth breaking my API and harming the backwards compatibility of each new re...
2024-05-18T05:07:23
2024-05-18T08:53:28
null
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### Feature request I manage a somewhat large and popular Hugging Face dataset known as the [Open Australian Legal Corpus](https://huggingface.co/datasets/umarbutler/open-australian-legal-corpus). I recently updated my corpus to be stored in a json lines file where each line is an array and each element represents a v...
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2,303,679,119
I_kwDODunzps6JT1qP
6,906
irc_disentangle - Issue with splitting data
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2024-05-17T23:19:37
2024-05-17T23:19:37
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### Describe the bug I am trying to access your database through python using "datasets.load_dataset("irc_disentangle")" and I am getting this error message: ValueError: Instruction "train" corresponds to no data! ### Steps to reproduce the bug import datasets ds = datasets.load_dataset('irc_disentangle') ds #...
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6,905
Extraction protocol for arrow files is not defined
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2024-05-17T16:01:41
2024-05-17T16:01:41
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### Describe the bug Passing files with `.arrow` extension into data_files argument, at least when `streaming=True` is very slow. ### Steps to reproduce the bug Basically it goes through the `_get_extraction_protocol` method located [here](https://github.com/huggingface/datasets/blob/main/src/datasets/utils/file_ut...
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Fix decoding multi part extension
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6904). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "takign the liberty to merge this for the viewer and a new dataset being released", "<...
2024-05-17T14:32:57
2024-05-17T14:52:56
2024-05-17T14:46:54
MEMBER
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e.g. a field named `url.txt` should be a treated as text I also included a small fix to support .npz correctly
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2,300,436,053
I_kwDODunzps6JHd5V
6,903
Add the option of saving in parquet instead of arrow
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[ "I think [`Dataset.to_parquet`](https://huggingface.co/docs/datasets/v1.10.2/package_reference/main_classes.html#datasets.Dataset.to_parquet) is what you're looking for.\r\n\r\nLet me know if I'm wrong ", "No, it does not save the metadata json.\r\n\r\nWe have to recode all meta json load/save\r\nwith another cus...
2024-05-16T13:35:51
2024-05-17T03:40:04
null
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### Feature request In dataset.save_to_disk('/path/to/save/dataset'), add the option to save in parquet format dataset.save_to_disk('/path/to/save/dataset', format="parquet"), because arrow is not used for Production Big data.... (only parquet) ### Motivation because arrow is not used for Production Big...
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2,300,256,241
PR_kwDODunzps5vqLIv
6,902
Make CLI convert_to_parquet not raise error if no rights to create script branch
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6902). 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>...
2024-05-16T12:21:27
2024-06-03T04:43:17
2024-05-16T12:51:05
MEMBER
null
Make CLI convert_to_parquet not raise error if no rights to create "script" branch. Not that before this PR, the error was not critical because it was raised at the end of the script, once all the rest of the steps were already performed. Fix #6901. Bug introduced in datasets-2.19.0 by: - #6809
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I_kwDODunzps6JGcUp
6,901
HTTPError 403 raised by CLI convert_to_parquet when creating script branch on 3rd party repos
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2024-05-16T11:40:22
2024-05-16T12:51:06
2024-05-16T12:51:06
MEMBER
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CLI convert_to_parquet cannot create "script" branch on 3rd party repos. It can only create it on repos where the user executing the script has write access. Otherwise, a 403 Forbidden HTTPError is raised: ``` Traceback (most recent call last): File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/ut...
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2,298,489,733
I_kwDODunzps6JACuF
6,900
[WebDataset] KeyError with user-defined `Features` when a field is missing in an example
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2024-05-15T17:48:34
2024-05-15T17:48:49
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reported at https://huggingface.co/datasets/ProGamerGov/synthetic-dataset-1m-dalle3-high-quality-captions/discussions/1 ``` File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 109, in _generate_examples example[field_name] = {"path": example["_...
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2,298,059,597
I_kwDODunzps6I-ZtN
6,899
List of dictionary features get standardized
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2024-05-15T14:11:35
2024-05-15T14:11:35
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### Describe the bug Hi, i’m trying to create a HF dataset from a list using Dataset.from_list. Each sample in the list is a dict with the same keys (which will be my features). The values for each feature are a list of dictionaries, and each such dictionary has a different set of keys. However, the datasets librar...
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2,294,432,108
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6,898
Fix YAML error in README files appearing on GitHub
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6898). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "After this PR, the README file looks like:\r\n\r\n![Screenshot from 2024-05-14 14-19-29...
2024-05-14T05:21:57
2024-05-16T14:36:57
2024-05-16T14:28:16
MEMBER
null
Fix YAML error in README files appearing on GitHub. See error message: ![Screenshot from 2024-05-14 06-58-02](https://github.com/huggingface/datasets/assets/8515462/7984cc4e-96ee-4e83-99a4-4c0c5791fa05) Fix #6897.
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2,293,428,243
I_kwDODunzps6IsvAT
6,897
datasets template guide :: issue in documentation YAML
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[ "Hello, @bghira.\r\n\r\nThanks for reporting. Please note that the text originating the error is not supposed to be valid YAML: it contains the instructions to generate the actual YAML content, that should replace the instructions comment.\r\n\r\nOn the other hand, I agree that it is not nice to have that YAML erro...
2024-05-13T17:33:59
2024-05-16T14:28:17
2024-05-16T14:28:17
NONE
null
### Describe the bug There is a YAML error at the top of the page, and I don't think it's supposed to be there ### Steps to reproduce the bug 1. Browse to [this tutorial document](https://github.com/huggingface/datasets/blob/main/templates/README_guide.md) 2. Observe a big red error at the top 3. The rest of the ...
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2,293,176,061
I_kwDODunzps6Irxb9
6,896
Regression bug: `NonMatchingSplitsSizesError` for (possibly) overwritten dataset
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2024-05-13T15:41:57
2024-05-13T15:44:48
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### Describe the bug While trying to load the dataset `https://huggingface.co/datasets/pysentimiento/spanish-tweets-small`, I get this error: ```python --------------------------------------------------------------------------- NonMatchingSplitsSizesError Traceback (most recent call last) [<ipyth...
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6,895
Document that to_json defaults to JSON Lines
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6895). 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>...
2024-05-13T14:22:34
2024-05-16T14:37:25
2024-05-16T14:31:26
MEMBER
null
Document that `Dataset.to_json` defaults to JSON Lines, by adding explanation in the corresponding docstring. Fix #6894.
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6,894
Better document defaults of to_json
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2024-05-13T13:30:54
2024-05-16T14:31:27
2024-05-16T14:31:27
MEMBER
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Better document defaults of `to_json`: the default format is [JSON-Lines](https://jsonlines.org/). Related to: - #6891
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Close gzipped files properly
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6893). 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>...
2024-05-13T12:24:39
2024-05-13T13:53:17
2024-05-13T13:01:54
MEMBER
null
close https://github.com/huggingface/datasets/issues/6877
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6,892
Add support for categorical/dictionary types
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2024-05-12T07:15:08
2024-05-12T07:15:37
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Arrow has a very useful dictionary/categorical type (https://arrow.apache.org/docs/python/generated/pyarrow.dictionary.html). This data type has significant speed, memory and disk benefits over pa.string() when there are only a few unique text strings in a column. Unfortunately, huggingface datasets currently does n...
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6,891
Unable to load JSON saved using `to_json`
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[ "Hi @DarshanDeshpande,\r\n\r\nPlease note that the default format of the method `Dataset.to_json` is [JSON-Lines](https://jsonlines.org/): it passes `orient=\"records\", lines=True` to `pandas.DataFrame.to_json`. This format is specially useful for large datasets, since unlike regular JSON files, it does not requir...
2024-05-12T01:02:51
2024-05-16T14:32:55
2024-05-12T07:02:02
NONE
null
### Describe the bug Datasets stored in the JSON format cannot be loaded using `json.load()` ### Steps to reproduce the bug ``` import json from datasets import load_dataset dataset = load_dataset("squad") train_dataset, test_dataset = dataset["train"], dataset["validation"] test_dataset.to_json("full_dataset...
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2,288,699,041
I_kwDODunzps6Iasah
6,890
add `with_transform` and/or `set_transform` to IterableDataset
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2024-05-10T01:00:12
2024-05-10T01:00:46
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### Feature request when working with a really large dataset it would save us a lot of time (and compute resources) to use either with_transform or the set_transform from the Dataset class instead of waiting for the entire dataset to map ### Motivation don't want to wait for a really long dataset to map, this would ...
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6,889
fix bug #6877
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[ "@loicmagne, @KennethEnevoldsen", "Can you give more details on why this fix works ?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6889). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",...
2024-05-09T13:38:40
2024-05-13T13:35:32
2024-05-13T13:35:32
NONE
null
fix bug #6877 due to maybe f becomes invaild after yield process the results are below: Resolving data files: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 828/828 [00:01<00:00, 420.41it/s] Resolving data files: 100%|████████...
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6,888
Support WebDataset containing file basenames with dots
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6888). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I think webdataset splits the file name and extension using the first dot no ?\r\n\r\nh...
2024-05-09T08:25:30
2024-05-10T13:54:06
2024-05-10T13:54:06
MEMBER
null
Support WebDataset containing file basenames with dots. Fix #6880.
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2,286,786,396
I_kwDODunzps6ITZdc
6,887
FAISS load to None
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[ "Hello,\r\n\r\nI'm not sure I understand. \r\nThe return value of `ds.load_faiss_index` is None as expected.\r\n\r\nI see that loading an Index on a dataset that doesn't have an `embedding` column doesn't raise an Issue. Is that the issue?\r\n\r\nSo `ds` doesn't have an `embedding` column, but we load an index that...
2024-05-09T02:43:50
2024-05-16T20:44:23
null
NONE
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### Describe the bug I've use FAISS with Datasets and save to FAISS. Then load to save FAISS then no error, then ds to None ```python ds.load_faiss_index('embeddings', 'my_index.faiss') ``` ### Steps to reproduce the bug # 1. ```python ds_with_embeddings = ds.map(lambda example: {'embeddings': model(transf...
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2,286,328,984
I_kwDODunzps6IRpyY
6,886
load_dataset with data_dir and cache_dir set fail with not supported
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2024-05-08T19:52:35
2024-05-08T19:58:11
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### Describe the bug with python 3.11 I execute: ```py from transformers import Wav2Vec2Processor, Data2VecAudioModel import torch from torch import nn from datasets import load_dataset, concatenate_datasets # load demo audio and set processor dataset_clean = load_dataset("librispeech_asr", "clean", split="...
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6,885
Support jax 0.4.27 in CI tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6885). 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>...
2024-05-08T09:19:37
2024-05-08T09:43:19
2024-05-08T09:35:16
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Support jax 0.4.27 in CI tests by using jax Array `devices` method instead of `device` (which no longer exists). Fix #6884.
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CI is broken after jax-0.4.27 release: AttributeError: 'jaxlib.xla_extension.DeviceList' object has no attribute 'device'
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2024-05-08T07:01:47
2024-05-08T09:35:17
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After jax-0.4.27 release (https://github.com/google/jax/releases/tag/jax-v0.4.27), our CI is broken with the error: ```Python traceback AttributeError: 'jaxlib.xla_extension.DeviceList' object has no attribute 'device'. Did you mean: 'devices'? ``` See: https://github.com/huggingface/datasets/actions/runs/8997488...
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Require Pillow >= 9.4.0 to avoid AttributeError when loading image dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6883). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Do you think this is worth making a patch release for?\r\nCC: @huggingface/datasets ", ...
2024-05-08T06:43:29
2024-05-21T18:37:55
2024-05-16T14:34:02
MEMBER
null
Require Pillow >= 9.4.0 to avoid AttributeError when loading image dataset. The `PIL.Image.ExifTags` that we use in our code was implemented in Pillow-9.4.0: https://github.com/python-pillow/Pillow/commit/24a5405a9f7ea22f28f9c98b3e407292ea5ee1d3 The bug #6881 was introduced in datasets-2.19.0 by this PR: - #6739...
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I_kwDODunzps6IL1RW
6,882
Connection Error When Using By-pass Proxies
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[ "Changing the supplier of the proxy will solve this problem, or you can visit and follow the instructions in https://hf-mirror.com " ]
2024-05-08T06:40:14
2024-05-17T06:38:30
null
NONE
null
### Describe the bug I'm currently using Clash for Windows as my proxy tunnel, after exporting HTTP_PROXY and HTTPS_PROXY to the port that clash provides🤔, it runs into a connection error saying "Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/2.19.1/metrics/seqeval/seqeval.py (ConnectionError(M...
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I_kwDODunzps6ILzCZ
6,881
AttributeError: module 'PIL.Image' has no attribute 'ExifTags'
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2024-05-08T06:33:57
2024-05-16T14:34:03
2024-05-16T14:34:03
MEMBER
null
When trying to load an image dataset in an old Python environment (with Pillow-8.4.0), an error is raised: ```Python traceback AttributeError: module 'PIL.Image' has no attribute 'ExifTags' ``` The error traceback: ```Python traceback ~/huggingface/datasets/src/datasets/iterable_dataset.py in __iter__(self) 1...
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6,880
Webdataset: KeyError: 'png' on some datasets when streaming
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[ "The error is caused by malformed basenames of the files within the TARs:\r\n- `15_Cohen_1-s2.0-S0929664620300449-gr3_lrg-b.png` becomes `15_Cohen_1-s2` as the grouping `__key__`, and `0-S0929664620300449-gr3_lrg-b.png` as the additional key to be added to the example\r\n- whereas the intended behavior was to use `...
2024-05-07T13:09:02
2024-05-14T20:34:05
null
MEMBER
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reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1 ```python >>> from datasets import load_dataset >>> ds = load_dataset("tbone5563/tar_images") Downloading data: 100%  1.41G/1.41G [00:48<00:00, 17.2MB/s] Downloading data: 100%  619M/619M [00:11<00:00, 57.4MB/s] Generating train sp...
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2,282,968,259
I_kwDODunzps6IE1TD
6,879
Batched mapping does not raise an error if values for an existing column are empty
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2024-05-07T11:02:40
2024-05-07T11:02:40
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### Describe the bug Using `Dataset.map(fn, batched=True)` allows resizing the dataset by returning a dict of lists, all of which must be the same size. If they are not the same size, an error like `pyarrow.lib.ArrowInvalid: Column 1 named x expected length 1 but got length 0` is raised. This is not the case if the...
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Create function to convert to parquet
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6878). 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>...
2024-05-07T10:27:07
2024-05-16T14:46:44
2024-05-16T14:38:23
MEMBER
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Analogously with `delete_from_hub`, this PR: - creates the Python function `convert_to_parquet` - makes the corresponding CLI command use that function. This way, the functionality can be used both from a terminal and from a Python console. This PR also implements a test for convert_to_parquet function.
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6,877
OSError: [Errno 24] Too many open files
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[ "ulimit -n 8192 can solve this problem", "> ulimit -n 8192 can solve this problem\r\n\r\nWould there be a systematic way to do this ? The data loading is part of the [MTEB](https://github.com/embeddings-benchmark/mteb) library", "> > ulimit -n 8192 can solve this problem\r\n> \r\n> Would there be a systematic w...
2024-05-07T01:15:09
2024-06-02T14:22:23
2024-05-13T13:01:55
NONE
null
### Describe the bug I am trying to load the 'default' subset of the following dataset which contains lots of files (828 per split): [https://huggingface.co/datasets/mteb/biblenlp-corpus-mmteb](https://huggingface.co/datasets/mteb/biblenlp-corpus-mmteb) When trying to load it using the `load_dataset` function I get...
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Unpin hfh
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6876). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "transformers 4.40.2 was release yesterday but not sure if it contains the fix", "@lho...
2024-05-06T18:10:49
2024-05-27T10:20:42
2024-05-27T10:14:40
MEMBER
null
Needed to use those in dataset-viewer: - dev version of hfh https://github.com/huggingface/dataset-viewer/pull/2781: don't span the hub with /paths-info requests - dev version of datasets at https://github.com/huggingface/datasets/pull/6875: don't write too big logs in the viewer close https://github.com/hugging...
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Shorten long logs
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2024-05-06T17:57:07
2024-05-07T12:31:46
2024-05-07T12:25:45
MEMBER
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Some datasets may have unexpectedly long features/types (e.g. if the files are not formatted correctly). In that case we should still be able to log something readable
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Use pandas ujson in JSON loader to improve performance
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2024-05-17T16:28:29
2024-05-17T16:22:27
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Use pandas ujson in JSON loader to improve performance. Note that `datasets` has `pandas` as required dependency. And `pandas` includes `ujson` in `pd.io.json.ujson_loads`. Fix #6867. CC: @natolambert
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Set dev version
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2024-05-06T09:43:18
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Fix download for dict of dicts of URLs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6871). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Once merged, I think a patch release is needed.", "Once the CI is green, I am merging...
2024-05-06T06:06:52
2024-05-06T09:32:03
2024-05-06T09:25:52
MEMBER
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Fix download for a dict of dicts of URLs when batched (default), introduced by: - #6794 This PR also implements regression tests. Fix #6869, fix #6850.
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Update tqdm >= 4.66.3 to fix vulnerability
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6870). 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>...
2024-05-06T05:49:36
2024-05-06T06:08:06
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Update tqdm >= 4.66.3 to fix vulnerability,
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Download is broken for dict of dicts: FileNotFoundError
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2024-05-06T05:13:36
2024-05-06T09:25:53
2024-05-06T09:25:53
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It seems there is a bug when downloading a dict of dicts of URLs introduced by: - #6794 ## Steps to reproduce the bug: ```python from datasets import DownloadManager dl_manager = DownloadManager() paths = dl_manager.download({"train": {"frr": "hf://datasets/wikimedia/wikipedia/20231101.frr/train-00000-of-0000...
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datasets.BuilderConfig does not work.
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[ "I guess the issue is caused by the customization of BuilderConfig that you use from the repo [https://github.com/BeyonderXX/InstructUIE](https://github.com/BeyonderXX/InstructUIE/blob/master/src/uie_dataset.py). You should report to them.\r\n\r\nI see you already opened an issue in their repo:\r\n- https://github....
2024-05-05T08:08:55
2024-05-05T12:15:02
2024-05-05T12:15:01
NONE
null
### Describe the bug I custom a BuilderConfig and GeneratorBasedBuilder. Here is the code for BuilderConfig ``` class UIEConfig(datasets.BuilderConfig): def __init__( self, *args, data_dir=None, instruction_file=None, instruction_strategy=None,...
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6,867
Improve performance of JSON loader
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[ "Thanks! Feel free to ping me for examples. May not respond immediately because we're all busy but would like to help.", "Hi @natolambert, could you please give some examples of JSON files to benchmark?\r\n\r\nPlease note that this JSON file (https://huggingface.co/datasets/allenai/reward-bench-results/blob/main/...
2024-05-04T15:04:16
2024-05-17T16:22:28
2024-05-17T16:22:28
MEMBER
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As reported by @natolambert, loading regular JSON files with `datasets` shows poor performance. The cause is that we use the `json` Python standard library instead of other faster libraries. See my old comment: https://github.com/huggingface/datasets/pull/2638#pullrequestreview-706983714 > There are benchmarks that...
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2,278,736,221
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DataFilesNotFoundError for datasets in the open-llm-leaderboard
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[ "Potentially related:\r\n* #6864\r\n* #6850\r\n* #6848\r\n* #6819", "Hi @jerome-white, thnaks for reporting.\r\n\r\nHowever, I cannot reproduce your issue:\r\n```python\r\n>>> from datasets import get_dataset_config_names\r\n\r\n>>> get_dataset_config_names(\"open-llm-leaderboard/details_davidkim205__Rhea-72b-v0....
2024-05-04T04:59:00
2024-05-14T08:09:56
2024-05-14T08:09:56
NONE
null
### Describe the bug When trying to get config names or load any dataset within the open-llm-leaderboard ecosystem (`open-llm-leaderboard/details_`) I receive the DataFilesNotFoundError. For the last month or so I've been loading datasets from the leaderboard almost everyday; yesterday was the first time I started see...
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2,277,304,832
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6,865
Example on Semantic segmentation contains bug
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2024-05-03T09:40:12
2024-05-03T09:40:12
null
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### Describe the bug https://huggingface.co/docs/datasets/en/semantic_segmentation shows wrong example with torchvision transforms. Specifically, as one can see in screenshot below, the object boundaries have weird colors. <img width="689" alt="image" src="https://github.com/huggingface/datasets/assets/4803565/59...
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6,864
Dataset 'rewardsignal/reddit_writing_prompts' doesn't exist on the Hub
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[ "Hi @vinodrajendran001, thanks for reporting.\r\n\r\nIndeed the dataset no longer exists on the Hub. The URL https://huggingface.co/datasets/rewardsignal/reddit_writing_prompts gives 404 Not Found error." ]
2024-05-03T06:03:30
2024-05-06T06:36:42
2024-05-06T06:36:41
NONE
null
### Describe the bug The dataset `rewardsignal/reddit_writing_prompts` is missing in Huggingface Hub. ### Steps to reproduce the bug ``` from datasets import load_dataset prompt_response_dataset = load_dataset("rewardsignal/reddit_writing_prompts", data_files="prompt_responses_full.csv", split='train[:80%]...
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Revert temporary pin huggingface-hub < 0.23.0
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2024-05-03T05:53:55
2024-05-27T10:14:41
2024-05-27T10:14:41
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Revert temporary pin huggingface-hub < 0.23.0 introduced by - #6861 once the following issue is fixed and released: - huggingface/transformers#30618
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6,862
Issue 6598: load_dataset broken for data_files on s3
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2024-05-03T01:43:47
2024-06-04T12:52:26
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Fixes huggingface/datasets/issues/6598 I've added a new test case and a solution. Before applying the solution the test case was failing with the same error described in the linked issue. I encountered this issue while following the Hugging Face documentation, trying to perform GPT-2 fine-tuning using `run_clm.py` o...
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https://github.com/huggingface/datasets/pull/6861
2,275,988,990
PR_kwDODunzps5uYkMy
6,861
Fix CI by temporarily pinning huggingface-hub < 0.23.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6861). 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>...
2024-05-02T16:40:04
2024-05-02T16:59:42
2024-05-02T16:53:42
MEMBER
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As a hotfix for CI, temporarily pin `huggingface-hub` upper version Fix #6860. Revert once root cause is fixed, see: - https://github.com/huggingface/transformers/issues/30618
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2,275,537,137
I_kwDODunzps6HofDx
6,860
CI fails after huggingface_hub-0.23.0 release: FutureWarning: "resume_download"
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[ "I think this needs to be fixed on transformers.\r\n\r\nCC: @Wauplin ", "See:\r\n- https://github.com/huggingface/transformers/issues/30618", "Opened https://github.com/huggingface/transformers/pull/30620" ]
2024-05-02T13:24:17
2024-05-02T16:53:45
2024-05-02T16:53:45
MEMBER
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CI fails after latest huggingface_hub-0.23.0 release: https://github.com/huggingface/huggingface_hub/releases/tag/v0.23.0 ``` FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_bertscore - FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume...
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2,274,996,774
PR_kwDODunzps5uVIoZ
6,859
Support folder-based datasets with large metadata.jsonl
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2024-05-02T09:07:26
2024-05-02T09:07:26
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I tried creating an `imagefolder` dataset with a 714MB `metadata.jsonl` but got the error below. This pull request fixes the problem by increasing the block size like the message suggests. ``` >>> from datasets import load_dataset >>> dataset = load_dataset("imagefolder", data_dir="data-for-upload") Traceback (mos...
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