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https://api.github.com/repos/huggingface/datasets/issues/6527
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Release: 2.16.0
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2023-12-22T13:59:56
2023-12-22T14:24:12
2023-12-22T14:17:55
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6,526
Preserve order of configs and splits when using Parquet exports
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2023-12-22T10:35:56
2023-12-22T11:42:22
2023-12-22T11:36:14
MEMBER
null
Preserve order of configs and splits, as defined in dataset infos. Fix #6521.
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https://api.github.com/repos/huggingface/datasets/issues/6525
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2,053,119,357
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6,525
BBox type
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6525). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "closing in favor of other ideas that would not involve any typing" ]
2023-12-21T22:13:27
2024-01-11T06:34:51
2023-12-21T22:39:27
MEMBER
null
see [internal discussion](https://huggingface.slack.com/archives/C02EK7C3SHW/p1703097195609209) Draft to get some feedback on a possible `BBox` feature type that can be used to get object detection bounding boxes data in one format or another. ```python >>> from datasets import load_dataset, BBox >>> ds = load_...
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2,053,076,311
I_kwDODunzps56X3VX
6,524
Streaming the Pile: Missing Files
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[ "Hello @FelixLabelle,\r\n\r\nAs you can see in the Community tab of the corresponding dataset, it is a known issue: https://huggingface.co/datasets/EleutherAI/pile/discussions/15\r\n\r\nThe data has been taken down due to reported copyright infringement.\r\n\r\nFeel free to continue the discussion there." ]
2023-12-21T21:25:09
2023-12-22T09:17:05
2023-12-22T09:17:05
NONE
null
### Describe the bug The pile does not stream, a "File not Found error" is returned. It looks like the Pile's files have been moved. ### Steps to reproduce the bug To reproduce run the following code: ``` from datasets import load_dataset dataset = load_dataset('EleutherAI/pile', 'en', split='train', streamin...
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PR_kwDODunzps5ilV6d
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fix tests
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I_kwDODunzps56VBvw
6,522
Loading HF Hub Dataset (private org repo) fails to load all features
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2023-12-21T12:26:35
2023-12-21T13:24:31
null
NONE
null
### Describe the bug When pushing a `Dataset` with multiple `Features` (`input`, `output`, `tags`) to Huggingface Hub (private org repo), and later downloading the `Dataset`, only `input` and `output` load - I believe the expected behavior is for all `Features` to be loaded by default? ### Steps to reproduce the ...
null
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2,052,229,538
I_kwDODunzps56Uomi
6,521
The order of the splits is not preserved
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[ "After investigation, I think the issue was introduced by the use of the Parquet export:\r\n- #6448\r\n\r\nI am proposing a fix.\r\n\r\nCC: @lhoestq " ]
2023-12-21T11:17:27
2023-12-22T11:36:15
2023-12-22T11:36:15
MEMBER
null
We had a regression and the order of the splits is not preserved. They are alphabetically sorted, instead of preserving original "train", "validation", "test" order. Check: In branch "main" ```python In [9]: dataset = load_dataset("adversarial_qa", '"adversarialQA") In [10]: dataset Out[10]: DatasetDict({ ...
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PR_kwDODunzps5ijUiw
6,520
Support commit_description parameter in push_to_hub
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6520). 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>...
2023-12-21T09:36:11
2023-12-21T14:49:47
2023-12-21T14:43:35
MEMBER
null
Support `commit_description` parameter in `push_to_hub`. CC: @Wauplin
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Support push_to_hub canonical datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6519). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "nice catch @albertvillanova ", "@huggingface/datasets this PR is ready for review.", ...
2023-12-20T15:16:45
2023-12-21T14:48:20
2023-12-21T14:40:57
MEMBER
null
Support `push_to_hub` canonical datasets. This is necessary in the Space to convert script-datasets to Parquet: https://huggingface.co/spaces/albertvillanova/convert-dataset-to-parquet Note that before this PR, the `repo_id` "dataset_name" was transformed to "user/dataset_name". This behavior was introduced by: ...
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fix get_metadata_patterns function args error
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6518). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "hello!\r\n@albertvillanova \r\nThank you very much for your recognition。\r\nWhen can t...
2023-12-20T09:06:22
2023-12-21T15:14:17
2023-12-21T15:07:57
CONTRIBUTOR
null
Bug get_metadata_patterns arg error https://github.com/huggingface/datasets/issues/6517
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2,050,121,588
I_kwDODunzps56Ml90
6,517
Bug get_metadata_patterns arg error
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2023-12-20T08:56:44
2023-12-22T00:24:23
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https://github.com/huggingface/datasets/blob/3f149204a2a5948287adcade5e90707aa5207a92/src/datasets/load.py#L1240C1-L1240C69 metadata_patterns = get_metadata_patterns(base_path, download_config=self.download_config)
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Support huggingface-hub pre-releases
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6516). 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>...
2023-12-20T07:52:29
2023-12-20T08:51:34
2023-12-20T08:44:44
MEMBER
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Support `huggingface-hub` pre-releases. This way we will have our CI green when testing `huggingface-hub` release candidates. See: https://github.com/huggingface/datasets/tree/ci-test-huggingface-hub-v0.20.0.rc1 Close #6513.
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2,049,724,251
I_kwDODunzps56LE9b
6,515
Why call http_head() when fsspec_head() succeeds
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2023-12-20T02:25:51
2023-12-26T05:35:46
2023-12-26T05:35:46
CONTRIBUTOR
null
https://github.com/huggingface/datasets/blob/a91582de288d98e94bcb5ab634ca1cfeeff544c5/src/datasets/utils/file_utils.py#L510C1-L523C14
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PR_kwDODunzps5ia6Os
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Cache backward compatibility with 2.15.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6514). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "it's hard to tell if this works as expected without a test but i guess it's not trivial...
2023-12-19T23:52:25
2023-12-21T21:14:11
2023-12-21T21:07:55
MEMBER
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...for datasets without scripts It takes into account the changes in cache from - https://github.com/huggingface/datasets/pull/6493: switch to `config/version/commit_sha` schema - https://github.com/huggingface/datasets/pull/6454: fix `DataFilesDict` keys ordering when hashing requires https://github.com/huggin...
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Support huggingface-hub 0.20.0
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2023-12-19T15:15:46
2023-12-20T08:44:45
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MEMBER
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CI to test the support of `huggingface-hub` 0.20.0: https://github.com/huggingface/datasets/compare/main...ci-test-huggingface-hub-v0.20.0.rc1 We need to merge: - #6510 - #6512 - #6516
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Remove deprecated HfFolder
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6512). 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>...
2023-12-19T14:40:49
2023-12-19T20:21:13
2023-12-19T20:14:30
MEMBER
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...and use `huggingface_hub.get_token()` instead
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Implement get dataset default config name
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6511). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@huggingface/datasets, this PR is ready for review.", "<details>\n<summary>Show bench...
2023-12-19T11:26:19
2023-12-21T14:48:57
2023-12-21T14:42:41
MEMBER
null
Implement `get_dataset_default_config_name`. Now that we support setting a configuration as default in `push_to_hub` (see #6500), we need a programmatically way to know in advance which is the default configuration. This will be used in the Space to convert script-datasets to Parquet: https://huggingface.co/spaces/a...
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Replace `list_files_info` with `list_repo_tree` in `push_to_hub`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6510). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "CI errors are unrelated to the changes, so I'm merging.", "<details>\n<summary>Show b...
2023-12-18T15:34:19
2023-12-19T18:05:47
2023-12-19T17:58:34
COLLABORATOR
null
Starting from `huggingface_hub` 0.20.0, `list_files_info` will be deprecated in favor of `list_repo_tree` (see https://github.com/huggingface/huggingface_hub/pull/1910)
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2,046,720,869
PR_kwDODunzps5iREyE
6,509
Better cast error when generating dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6509). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I created `DatatasetGenerationCastError` in `exceptions.py` that inherits from `Dataset...
2023-12-18T13:57:24
2023-12-19T09:37:12
2023-12-19T09:31:03
MEMBER
null
I want to improve the error message for datasets like https://huggingface.co/datasets/m-a-p/COIG-CQIA Cc @albertvillanova @severo is this new error ok ? Or should I use a dedicated error class ? New: ```python Traceback (most recent call last): File "/Users/quentinlhoest/hf/datasets/src/datasets/builder.py...
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2,045,733,273
PR_kwDODunzps5iNvAu
6,508
Read GeoParquet files using parquet reader
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6508). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Cool ! Do you mind writing a test using a geoparquet file in `tests/io/test_parquet.py`...
2023-12-18T04:50:37
2024-01-26T18:22:35
2024-01-26T16:18:41
CONTRIBUTOR
null
Let GeoParquet files with the file extension `*.geoparquet` or `*.gpq` be readable by the default parquet reader. Those two file extensions are the ones most commonly used for GeoParquet files, and is included in the `gpq` validator tool at https://github.com/planetlabs/gpq/blob/e5576b4ee7306b4d2259d56c879465a9364da...
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I_kwDODunzps555o6g
6,507
where is glue_metric.py> @Frankie123421 what was the resolution to this?
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2023-12-17T09:58:25
2023-12-18T11:42:49
2023-12-18T11:42:49
NONE
null
> @Frankie123421 what was the resolution to this? use glue_metric.py instead of glue.py in load_metric _Originally posted by @Frankie123421 in https://github.com/huggingface/datasets/issues/2117#issuecomment-905093763_
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6,506
Incorrect test set labels for RTE and CoLA datasets via load_dataset
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[ "As this is a specific issue of the \"glue\" dataset, I have transferred it to the dataset Discussion page: https://huggingface.co/datasets/glue/discussions/15\r\n\r\nLet's continue the discussion there!" ]
2023-12-16T22:06:08
2023-12-21T09:57:57
2023-12-21T09:57:57
NONE
null
### Describe the bug The test set labels for the RTE and CoLA datasets when loading via datasets load_dataset are all -1. Edit: It appears this is also the case for every other dataset except for MRPC (stsb, sst2, qqp, mnli (both matched and mismatched), qnli, wnli, ax). Is this intended behavior to safeguard the t...
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2,044,721,288
I_kwDODunzps553_iI
6,505
Got stuck when I trying to load a dataset
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[ "I ran into the same problem when I used a server cluster (Slurm system managed) that couldn't load any of the huggingface datasets or models, but it worked on my laptop. I suspected some system configuration-related problem, but I had no idea. \r\nMy problems are consistent with [issue #2618](https://github.com/hu...
2023-12-16T11:51:07
2024-05-10T05:01:52
null
NONE
null
### Describe the bug Hello, everyone. I met a problem when I am trying to load a data file using load_dataset method on a Debian 10 system. The data file is not very large, only 1.63MB with 600 records. Here is my code: from datasets import load_dataset dataset = load_dataset('json', data_files='mypath/oaast_r...
null
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2,044,541,154
I_kwDODunzps553Tji
6,504
Error Pushing to Hub
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2023-12-16T01:05:22
2023-12-16T06:20:53
2023-12-16T06:20:53
NONE
null
### Describe the bug Error when trying to push a dataset in a special format to hub ### Steps to reproduce the bug ``` import datasets from datasets import Dataset dataset_dict = { "filename": ["apple", "banana"], "token": [[[1,2],[3,4]],[[1,2],[3,4]]], "label": [0, 1], } dataset = Dataset.from_d...
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2,043,847,591
PR_kwDODunzps5iHgZf
6,503
Fix streaming xnli
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6503). 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>...
2023-12-15T14:40:57
2023-12-15T14:51:06
2023-12-15T14:44:47
MEMBER
null
This code was failing ```python In [1]: from datasets import load_dataset In [2]: ...: ds = load_dataset("xnli", "all_languages", split="test", streaming=True) ...: ...: sample_data = next(iter(ds))["premise"] # pick up one data ...: input_text = list(sample_data.valu...
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6,502
Pickle support for `torch.Generator` objects
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6502). 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>...
2023-12-15T13:55:12
2023-12-15T15:04:33
2023-12-15T14:58:22
COLLABORATOR
null
Fix for https://discuss.huggingface.co/t/caching-a-dataset-processed-with-randomness/65616
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6,501
OverflowError: value too large to convert to int32_t
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2023-12-15T10:10:21
2023-12-15T10:10:21
null
NONE
null
### Describe the bug ![image](https://github.com/huggingface/datasets/assets/47747764/f58044fb-ddda-48b6-ba68-7bbfef781630) ### Steps to reproduce the bug just loading datasets ### Expected behavior how can I fix it ### Environment info pip install /mnt/cluster/zhangfan/study_info/LLaMA-Factory/peft-0.6.0-py3...
null
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6,500
Enable setting config as default when push_to_hub
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6500). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "This is ready for review @huggingface/datasets. ", "Also what if the config is being ...
2023-12-15T09:17:41
2023-12-18T11:56:11
2023-12-18T11:50:03
MEMBER
null
Fix #6497.
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docs: add reference Git over SSH
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6499). 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>...
2023-12-15T08:38:31
2023-12-15T11:48:47
2023-12-15T11:42:38
COLLABORATOR
null
see https://discuss.huggingface.co/t/update-datasets-getting-started-to-new-git-security/65893
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Fallback on dataset script if user wants to load default config
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6498). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> I was just thinking: what if the user does not pass a config name and the dataset has...
2023-12-14T16:46:01
2023-12-15T13:16:56
2023-12-15T13:10:48
MEMBER
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Right now this code is failing on `main`: ```python load_dataset("openbookqa") ``` This is because it tries to load the dataset from the Parquet export but the dataset has multiple configurations and the Parquet export doesn't know which one is the default one. I fixed this by simply falling back on using th...
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Support setting a default config name in push_to_hub
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2023-12-14T15:59:03
2023-12-18T11:50:04
2023-12-18T11:50:04
MEMBER
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In order to convert script-datasets to no-script datasets, we need to support setting a default config name for those scripts that set one.
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Error when writing a dataset to HF Hub: A commit has happened since. Please refresh and try again.
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[ "I transferred from datasets-server, since the issue is more about `datasets` and the integration with `huggingface_hub`." ]
2023-12-14T11:24:54
2023-12-14T12:22:21
null
NONE
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**Describe the bug** Getting a `412 Client Error: Precondition Failed` when trying to write a dataset to the HF hub. ``` huggingface_hub.utils._errors.HfHubHTTPError: 412 Client Error: Precondition Failed for url: https://huggingface.co/api/datasets/GLorr/test-dask/commit/main (Request ID: Root=1-657ae26f-3bd92b...
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Image Data loaded Twice
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2023-12-13T13:11:42
2023-12-13T13:11:42
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### Describe the bug ![1702472610561](https://github.com/huggingface/datasets/assets/28867010/4b7ef5e7-32c3-4b73-84cb-5de059caa0b6) When I learn from https://huggingface.co/docs/datasets/image_load and try to load image data from a folder. I noticed that the image was read twice in the returned data. As you can see i...
null
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Newline characters don't behave as expected when calling dataset.info
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2023-12-12T23:07:51
2023-12-13T13:24:22
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### System Info - `transformers` version: 4.32.1 - Platform: Windows-10-10.0.19045-SP0 - Python version: 3.11.5 - Huggingface_hub version: 0.15.1 - Safetensors version: 0.3.2 - Accelerate version: not installed - Accelerate config: not found - PyTorch version (GPU?): 2.1.1+cpu (False) - Tensorflow version (GPU...
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Lazy data files resolution and offline cache reload
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6493). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> Naive question: is there any breaking change when loading?\r\n\r\nNo breaking changes...
2023-12-12T17:15:17
2023-12-21T15:19:20
2023-12-21T15:13:11
MEMBER
null
Includes both https://github.com/huggingface/datasets/pull/6458 and https://github.com/huggingface/datasets/pull/6459 This PR should be merged instead of the two individually, since they are conflicting ## Offline cache reload it can reload datasets that were pushed to hub if they exist in the cache. examp...
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Make push_to_hub return CommitInfo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6492). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "This PR is ready to review @huggingface/datasets.", "<details>\n<summary>Show benchma...
2023-12-12T15:18:16
2023-12-13T14:29:01
2023-12-13T14:22:41
MEMBER
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Make `push_to_hub` return `CommitInfo`. This is useful, for example, if we pass `create_pr=True` and we want to know the created PR ID. CC: @severo for the use case in https://huggingface.co/datasets/jmhessel/newyorker_caption_contest/discussions/4
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Fix metrics dead link
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6491). 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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`load_dataset(...,save_infos=True)` not working without loading script
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[ "Also, once the README.md exists in the python environment it is used when loading another dataset in the same format (e.g. json) since it always resolves the path to the same directory.\r\nThe consequence here is any other dataset won't load because of infos mismatch.\r\nTo reproduce this aspect:\r\n1. Do a `load_...
2023-12-12T08:09:18
2023-12-12T08:36:22
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NONE
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### Describe the bug It seems that saving a dataset infos back into the card file is not working for datasets without a loading script. After tracking the problem a bit it looks like saving the infos uses `Builder.get_imported_module_dir()` as its destination directory. Internally this is a call to `inspect.getfil...
null
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2,036,743,777
I_kwDODunzps55Zj5h
6,489
load_dataset imageflder for aws s3 path
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2023-12-12T00:08:43
2023-12-12T00:09:27
null
NONE
null
### Feature request I would like to load a dataset from S3 using the imagefolder option something like `dataset = datasets.load_dataset('imagefolder', data_dir='s3://.../lsun/train/bedroom', fs=S3FileSystem(), streaming=True) ` ### Motivation no need of data_files ### Your contribution no experience...
null
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2,035,899,898
I_kwDODunzps55WV36
6,488
429 Client Error
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[ "Transferring repos as this is a datasets issue ", "I'm getting a similar issue even though I've already downloaded the dataset 😅 \r\n\r\n```\r\nhuggingface_hub.utils._errors.HfHubHTTPError: 429 Client Error: Too Many Requests for url: https://huggingface.co/api/datasets/HuggingFaceM4/WebSight\r\n```" ]
2023-12-11T15:06:01
2024-06-20T05:55:45
null
NONE
null
Hello, I was downloading the following dataset and after 20% of data was downloaded, I started getting error 429. It is not resolved since a few days. How should I resolve it? Thanks Dataset: https://huggingface.co/datasets/cerebras/SlimPajama-627B Error: `requests.exceptions.HTTPError: 429 Client Error: Too M...
null
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2,035,424,254
PR_kwDODunzps5hqyfV
6,487
Update builder hash with info
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6487). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Closing this one in favor of https://github.com/huggingface/datasets/pull/6458/commits/...
2023-12-11T11:09:16
2024-01-11T06:35:07
2023-12-11T11:41:34
MEMBER
null
Currently if you change the `dataset_info` of a dataset (e.g. in the YAML part of the README.md), the cache ignores this change. This is problematic because you want to regenerate a dataset if you change the features or the split sizes for example (e.g. after push_to_hub) Ideally we should take the resolved files...
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2,035,206,206
PR_kwDODunzps5hqCSc
6,486
Fix docs phrasing about supported formats when sharing a dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6486). 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>...
2023-12-11T09:21:22
2023-12-13T14:21:29
2023-12-13T14:15:21
MEMBER
null
Fix docs phrasing.
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I_kwDODunzps55Tcz8
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FileNotFoundError: [Errno 2] No such file or directory: 'nul'
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[ "Hi! It seems like the problem is your environment. Maybe this issue can help: https://github.com/pytest-dev/pytest/issues/9519. " ]
2023-12-11T08:52:13
2023-12-14T08:09:08
2023-12-14T08:09:08
NONE
null
### Describe the bug it seems that sth wrong with my terrible "bug body" life, When i run this code, "import datasets" i meet this error FileNotFoundError: [Errno 2] No such file or directory: 'nul' ![image](https://github.com/huggingface/datasets/assets/73683903/3973c120-ebb1-42b7-bede-b9de053e861d) ![image](htt...
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2,032,946,981
I_kwDODunzps55LE8l
6,483
Iterable Dataset: rename column clashes with remove column
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[ "Column \"text\" doesn't exist anymore so you can't remove it", "You can get the expected result by fixing typos in the snippet :)\r\n```python\r\nfrom datasets import load_dataset\r\n\r\n# load LS in streaming mode\r\ndataset = load_dataset(\"librispeech_asr\", \"clean\", split=\"validation\", streaming=True)\r\...
2023-12-08T16:11:30
2023-12-08T16:27:16
2023-12-08T16:27:04
CONTRIBUTOR
null
### Describe the bug Suppose I have a two iterable datasets, one with the features: * `{"audio", "text", "column_a"}` And the other with the features: * `{"audio", "sentence", "column_b"}` I want to combine both datasets using `interleave_datasets`, which requires me to unify the column names. I would typic...
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[Feature Request] Dataset versioning
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[ "Hello @kenfus, this is meant to be possible to do yes. Let me ping @lhoestq or @mariosasko from the `datasets` team (`huggingface_hub` is only the underlying library to download files from the Hub but here it looks more like a `datasets` problem). ", "Hi! https://github.com/huggingface/datasets/pull/6459 will fi...
2023-12-08T16:01:35
2023-12-11T19:13:46
null
NONE
null
**Is your feature request related to a problem? Please describe.** I am working on a project, where I would like to test different preprocessing methods for my ML-data. Thus, I would like to work a lot with revisions and compare them. Currently, I was not able to make it work with the revision keyword because it was n...
null
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6,482
Fix max lock length on unix
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6482). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I'm getting `AttributeError: module 'os' has no attribute 'statvfs'` on windows - rever...
2023-12-08T13:39:30
2023-12-12T11:53:32
2023-12-12T11:47:27
MEMBER
null
reported in https://github.com/huggingface/datasets/pull/6482
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I_kwDODunzps55J8cT
6,481
using torchrun, save_to_disk suddenly shows SIGTERM
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2023-12-08T13:22:03
2023-12-08T13:22:03
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### Describe the bug When I run my code using the "torchrun" command, when the code reaches the "save_to_disk" part, suddenly I get the following warning and error messages: Because the dataset is too large, the "save_to_disk" function splits it into 70 parts for saving. However, an error occurs suddenly when it reac...
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Add IterableDataset `__repr__`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6480). 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>...
2023-12-07T16:31:50
2023-12-08T13:33:06
2023-12-08T13:26:54
MEMBER
null
Example for glue sst2: Dataset ``` DatasetDict({ test: Dataset({ features: ['sentence', 'label', 'idx'], num_rows: 1821 }) train: Dataset({ features: ['sentence', 'label', 'idx'], num_rows: 67349 }) validation: Dataset({ features: ['sentence',...
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2,029,040,121
PR_kwDODunzps5hVLom
6,479
More robust preupload retry mechanism
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2023-12-06T17:19:38
2023-12-06T19:47:29
2023-12-06T19:41:06
COLLABORATOR
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2,028,071,596
I_kwDODunzps544eqs
6,478
How to load data from lakefs
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[ "You can create a `pandas` DataFrame following [this](https://lakefs.io/data-version-control/dvc-using-python/) tutorial, and then convert this DataFrame to a `Dataset` with `datasets.Dataset.from_pandas`. For larger datasets (to memory map them), you can use `Dataset.from_generator` with a generator function that ...
2023-12-06T09:04:11
2024-07-03T19:13:57
2024-07-03T19:13:56
CONTRIBUTOR
null
My dataset is stored on the company's lakefs server. How can I write code to load the dataset? It would be great if I could provide code examples or provide some references
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Fix PermissionError on Windows CI
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2023-12-06T08:34:53
2023-12-06T09:24:11
2023-12-06T09:17:52
MEMBER
null
Fix #6476.
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CI on windows is broken: PermissionError
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2023-12-06T08:32:53
2023-12-06T09:17:53
2023-12-06T09:17:53
MEMBER
null
See: https://github.com/huggingface/datasets/actions/runs/7104781624/job/19340572394 ``` FAILED tests/test_load.py::test_loading_from_the_datasets_hub - NotADirectoryError: [WinError 267] The directory name is invalid: 'C:\\Users\\RUNNER~1\\AppData\\Local\\Temp\\tmpfcnps56i\\hf-internal-testing___dataset_with_script\...
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2,027,373,734
I_kwDODunzps5410Sm
6,475
laion2B-en failed to load on Windows with PrefetchVirtualMemory failed
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[ "~~You will see this error if the cache dir filepath contains relative `..` paths. Use `os.path.realpath(_CACHE_DIR)` before passing it to the `load_dataset` function.~~", "This is a real issue and not related to paths.", "Based on the StackOverflow answer, this causes the error to go away:\r\n```diff\r\ndiff -...
2023-12-06T00:07:34
2023-12-06T23:26:23
null
NONE
null
### Describe the bug I have downloaded laion2B-en, and I'm receiving the following error trying to load it: ``` Resolving data files: 100%|██████████| 128/128 [00:00<00:00, 1173.79it/s] Traceback (most recent call last): File "D:\Art-Workspace\src\artworkspace\tokeneval\compute_frequencies.py", line 31, in <mo...
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PR_kwDODunzps5hONZc
6,474
Deprecate Beam API and download from HF GCS bucket
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2023-12-05T19:51:33
2024-03-12T14:56:25
2024-03-12T14:50:12
COLLABORATOR
null
Deprecate the Beam API and download from the HF GCS bucked. TODO: - [x] Convert the Beam-based [`wikipedia`](https://huggingface.co/datasets/wikipedia) to an Arrow-based dataset ([Hub PR](https://huggingface.co/datasets/wikipedia/discussions/19)) - [x] Make [`natural_questions`](https://huggingface.co/datasets/na...
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Fix CI quality
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6473). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-12-05T15:36:23
2023-12-05T18:14:50
2023-12-05T18:08:41
MEMBER
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Fix #6472.
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CI quality is broken
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2023-12-05T15:35:34
2023-12-06T08:17:34
2023-12-05T18:08:43
MEMBER
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See: https://github.com/huggingface/datasets/actions/runs/7100835633/job/19327734359 ``` Would reformat: src/datasets/features/image.py 1 file would be reformatted, 253 files left unchanged ```
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Remove delete doc CI
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2,024,724,319
I_kwDODunzps54rtdf
6,470
If an image in a dataset is corrupted, we get unescapable error
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2023-12-04T20:58:49
2023-12-04T20:58:49
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### Describe the bug Example discussed in detail here: https://huggingface.co/datasets/sasha/birdsnap/discussions/1 ### Steps to reproduce the bug ``` from datasets import load_dataset, VerificationMode dataset = load_dataset( 'sasha/birdsnap', split="train", verification_mode=VerificationMode.ALL_C...
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Don't expand_info in HF glob
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6469). All of your documentation changes will be reflected on that endpoint.", "Merging this one for now, but lmk if you had other optimizations in mind for the next version of `huggingface_hub`", "<details>\n<summary>Show be...
2023-12-04T12:00:37
2023-12-15T13:18:37
2023-12-15T13:12:30
MEMBER
null
Finally fix https://github.com/huggingface/datasets/issues/5537
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Use auth to get parquet export
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6468). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-12-04T11:18:27
2023-12-04T17:21:22
2023-12-04T17:15:11
MEMBER
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added `token` to the `_datasets_server` functions
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New version release request
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[ "We will publish it soon (we usually do it in intervals of 1-2 months, so probably next week)", "Thanks!" ]
2023-12-04T07:08:26
2023-12-04T15:42:22
2023-12-04T15:42:22
CONTRIBUTOR
null
### Feature request Hi! I am using `datasets` in library `xtuner` and am highly interested in the features introduced since v2.15.0. To avoid installation from source in our pypi wheels, we are eagerly waiting for the new release. So, Does your team have a new release plan for v2.15.1 and could you please share ...
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2,022,601,176
I_kwDODunzps54jnHY
6,466
Can't align optional features of struct
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[ "Friendly bump, I would be happy to work on this issue once I get the go-ahead from the dev team. ", "Thanks for the PR!\r\n\r\nI'm struggling with this as well and would love to see this PR merged. My case is slightly different, with keys completely missing rather than being `None`:\r\n\r\n```\r\nds = Dataset.fr...
2023-12-03T15:57:07
2024-02-15T15:19:33
2024-02-08T14:38:34
CONTRIBUTOR
null
### Describe the bug Hello! I'm currently experiencing an issue where I can't concatenate datasets if an inner field of a Feature is Optional. I have a column named `speaker`, and this holds some information about a speaker. ```python @dataclass class Speaker: name: str email: Optional[str] ``` ...
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2,022,212,468
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6,465
`load_dataset` uses out-of-date cache instead of re-downloading a changed dataset
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[ "Hi, thanks for reporting! https://github.com/huggingface/datasets/pull/6459 will fix this.", "I meet a similar problem as using loading scripts. I have to set download_mode='force_redownload' to load the latest script." ]
2023-12-02T21:35:17
2024-08-20T08:32:11
null
NONE
null
### Describe the bug When a dataset is updated on the hub, using `load_dataset` will load the locally cached dataset instead of re-downloading the updated dataset ### Steps to reproduce the bug Here is a minimal example script to 1. create an initial dataset and upload 2. download it so it is stored in cache 3. c...
null
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Add concurrent loading of shards to datasets.load_from_disk
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[ "If we use multithreading no need to ask for `num_proc`. And maybe we the same numbers of threads as tqdm by default (IIRC it's `max(32, cpu_count() + 4)`) - you can even use `tqdm.contrib.concurrent.thread_map` directly to simplify the code\r\n\r\nAlso you can ignore the `IN_MEMORY_MAX_SIZE` config for this. This ...
2023-12-01T13:13:53
2024-01-26T15:17:43
2024-01-26T15:10:26
CONTRIBUTOR
null
In some file systems (like luster), memory mapping arrow files takes time. This can be accelerated by performing the mmap in parallel on processes or threads. - Threads seem to be faster than processes when gathering the list of tables from the workers (see https://github.com/huggingface/datasets/issues/2252). - I'...
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Disable benchmarks in PRs
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[ "It's a way to detect regressions in performance sensitive methods like map, and find the commit that lead to the regression", "<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_bat...
2023-12-01T11:35:30
2023-12-01T12:09:09
2023-12-01T12:03:04
MEMBER
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In order to keep PR pages less spammy / more readable. Having the benchmarks on commits on `main` is enough imo
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Missing DatasetNotFoundError
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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...
2023-11-30T18:09:43
2023-11-30T18:36:40
2023-11-30T18:30:30
MEMBER
null
continuation of https://github.com/huggingface/datasets/pull/6431 this should fix the CI in https://github.com/huggingface/datasets/pull/6458 too
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Fix shard retry mechanism in `push_to_hub`
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[ "@Wauplin Maybe `504` should be added to the `retry_on_status_codes` tuple [here](https://github.com/huggingface/huggingface_hub/blob/5eefebee2c150a2df950ab710db350e96c711433/src/huggingface_hub/lfs.py#L300) to guard against https://github.com/huggingface/datasets/issues/3872", "We could but I'm not sure to have ...
2023-11-30T14:57:14
2023-12-01T17:57:39
2023-12-01T17:51:33
COLLABORATOR
null
When it fails, `preupload_lfs_files` throws a [`RuntimeError`](https://github.com/huggingface/huggingface_hub/blob/5eefebee2c150a2df950ab710db350e96c711433/src/huggingface_hub/_commit_api.py#L402) error and chains the original HTTP error. This PR modifies the retry mechanism's error handling to account for that. Fix...
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jsonlines files don't load with `load_dataset`
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[ "Hi @serenalotreck,\r\n\r\nWe use Apache Arrow `pyarrow` to read jsonlines and it throws an error when trying to load your data files:\r\n```python\r\nIn [1]: import pyarrow as pa\r\n\r\nIn [2]: data = pa.json.read_json(\"train.jsonl\")\r\n---------------------------------------------------------------------------\...
2023-11-29T21:20:11
2023-12-29T02:58:29
2023-12-05T13:30:53
NONE
null
### Describe the bug While [the docs](https://huggingface.co/docs/datasets/upload_dataset#upload-dataset) seem to state that `.jsonl` is a supported extension for `datasets`, loading the dataset results in a `JSONDecodeError`. ### Steps to reproduce the bug Code: ``` from datasets import load_dataset dset = load_...
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PR_kwDODunzps5gsWlz
6,459
Retrieve cached datasets that were pushed to hub when offline
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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...
2023-11-29T16:56:15
2024-03-25T13:55:42
2024-03-25T13:55:42
MEMBER
null
I drafted the logic to retrieve a no-script dataset in the cache. For example it can reload datasets that were pushed to hub if they exist in the cache. example: ```python >>> Dataset.from_dict({"a": [1, 2]}).push_to_hub("lhoestq/tmp") >>> load_dataset("lhoestq/tmp") DatasetDict({ train: Dataset({ ...
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Lazy data files resolution
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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...
2023-11-29T13:18:44
2024-02-08T14:41:35
2024-02-08T14:41:35
MEMBER
null
Related to discussion at https://github.com/huggingface/datasets/pull/6255 this makes this code run in 2sec instead of >10sec ```python from datasets import load_dataset ds = load_dataset("glue", "sst2", streaming=True, trust_remote_code=False) ``` For some datasets with many configs and files it can be u...
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`TypeError`: huggingface_hub.hf_file_system.HfFileSystem.find() got multiple values for keyword argument 'maxdepth'
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[ "Updating `fsspec>=2023.10.0` did solve the issue.", "May be it should be pinned somewhere?", "> Maybe this should go in datasets directly... anyways you can easily fix this error by updating datasets>=2.15.1.dev0.\r\n\r\n@lhoestq @mariosasko for what I understand this is a bug fixed in `datasets` already, righ...
2023-11-29T01:57:36
2023-11-29T15:39:03
2023-11-29T02:02:38
NONE
null
### Describe the bug Please see https://github.com/huggingface/huggingface_hub/issues/1872 ### Steps to reproduce the bug Please see https://github.com/huggingface/huggingface_hub/issues/1872 ### Expected behavior Please see https://github.com/huggingface/huggingface_hub/issues/1872 ### Environment info Please s...
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Don't require trust_remote_code in inspect_dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<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 | rea...
2023-11-28T19:47:07
2023-11-30T10:40:23
2023-11-30T10:34:12
MEMBER
null
don't require `trust_remote_code` in (deprecated) `inspect_dataset` (it defeats its purpose) (not super important but we might as well keep it until the next major release) this is needed to fix the tests in https://github.com/huggingface/datasets/pull/6448
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Refactor `dill` logic
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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...
2023-11-27T20:01:25
2023-11-28T16:29:58
2023-11-28T16:29:31
COLLABORATOR
null
Refactor the `dill` logic to make it easier to maintain (and fix some issues along the way) It makes the following improvements to the serialization API: * consistent order of a `dict`'s keys * support for hashing `torch.compile`-ed modules and functions * deprecates `datasets.fingerprint.hashregister` as the `ha...
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Update hub-docs reference
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<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 | rea...
2023-11-27T09:57:20
2023-11-27T10:23:44
2023-11-27T10:17:34
NONE
null
Follow up to huggingface/huggingface.js#296
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2023-11-27T07:07:50
2023-11-27T09:28:00
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Unable to read "marsyas/gtzan" data
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[ "Hi! We've merged a [PR](https://huggingface.co/datasets/marsyas/gtzan/discussions/1) that fixes the script's path logic on Windows.", "I have transferred the discussion to the corresponding dataset: https://huggingface.co/datasets/marsyas/gtzan/discussions/2\r\n\r\nLet's continue there.", "@mariosasko @albertv...
2023-11-25T15:13:17
2023-12-01T12:53:46
2023-11-27T09:36:25
NONE
null
Hi, this is my code and the error: ``` from datasets import load_dataset gtzan = load_dataset("marsyas/gtzan", "all") ``` [error_trace.txt](https://github.com/huggingface/datasets/files/13464397/error_trace.txt) [audio_yml.txt](https://github.com/huggingface/datasets/files/13464410/audio_yml.txt) Python 3.11.5 ...
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2,009,491,386
I_kwDODunzps53xme6
6,450
Support multiple image/audio columns in ImageFolder/AudioFolder
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[ "A duplicate of https://github.com/huggingface/datasets/issues/5760" ]
2023-11-24T10:34:09
2023-11-28T11:07:17
2023-11-24T17:24:38
COLLABORATOR
null
### Feature request Have a metadata.csv file with multiple columns that point to relative image or audio files. ### Motivation Currently, ImageFolder allows one column, called `file_name`, pointing to relative image files. On the same model, AudioFolder allows one column, called `file_name`, pointing to relative aud...
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2,008,617,992
PR_kwDODunzps5gQCVZ
6,449
Fix metadata file resolution when inferred pattern is `**`
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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...
2023-11-23T17:35:02
2023-11-27T10:02:56
2023-11-24T17:13:02
COLLABORATOR
null
Refetch metadata files in case they were dropped by `filter_extensions` in the previous step. Fix #6442
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6,448
Use parquet export if possible
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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...
2023-11-23T17:31:57
2023-12-01T17:57:17
2023-12-01T17:50:59
MEMBER
null
The idea is to make this code work for datasets with scripts if they have a Parquet export ```python ds = load_dataset("squad", trust_remote_code=False) ``` And more generally, it means we use the Parquet export whenever it's possible (it's safer and faster than dataset scripts). I also added a `config.USE_P...
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2,008,195,298
I_kwDODunzps53sqDi
6,447
Support one dataset loader per config when using YAML
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2023-11-23T13:03:07
2023-11-23T13:03:07
null
COLLABORATOR
null
### Feature request See https://huggingface.co/datasets/datasets-examples/doc-unsupported-1 I would like to use CSV loader for the "csv" config, JSONL loader for the "jsonl" config, etc. ### Motivation It would be more flexible for the users ### Your contribution No specific contribution
null
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2,007,092,708
I_kwDODunzps53oc3k
6,446
Speech Commands v2 dataset doesn't match AST-v2 config
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[ "You can use `.align_labels_with_mapping` on the dataset to align the labels with the model config.\r\n\r\nRegarding the number of labels, only the special `_silence_` label corresponding to noise is missing, which is consistent with the model paper (reports training on 35 labels). You can run a `.filter` to drop ...
2023-11-22T20:46:36
2023-11-28T14:46:08
2023-11-28T14:46:08
NONE
null
### Describe the bug [According](https://huggingface.co/MIT/ast-finetuned-speech-commands-v2) to `MIT/ast-finetuned-speech-commands-v2`, the model was trained on the Speech Commands v2 dataset. However, while the model config says the model should have 35 class labels, the dataset itself has 36 class labels. Moreover,...
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PR_kwDODunzps5gKg2d
6,445
Use `filelock` package for file locking
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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...
2023-11-22T19:04:45
2023-11-23T18:47:30
2023-11-23T18:41:23
COLLABORATOR
null
Use the `filelock` package instead of `datasets.utils.filelock` for file locking to be consistent with `huggingface_hub` and not to be responsible for improving the `filelock` capabilities 🙂. (Reverts https://github.com/huggingface/datasets/pull/859, but these `INFO` logs are not printed by default (anymore?), so ...
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2,006,842,179
PR_kwDODunzps5gKG_e
6,444
Remove `Table.__getstate__` and `Table.__setstate__`
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[ "Thanks for working on this! The [issue](https://bugs.python.org/issue24658) with pickling objects larger than 4GB seems to be patched in Python 3.8 (the minimal supported version was 3.6 at the time of implementing this), so a simple solution would be removing the `Table.__setstate__` and `Table.__getstate__` over...
2023-11-22T17:55:10
2023-11-23T15:19:43
2023-11-23T15:13:28
CONTRIBUTOR
null
When using distributed training, the code of `os.remove(filename)` may be executed separately by each rank, leading to `FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmprxxxxxxx.arrow'` ```python from torch import distributed as dist if dist.get_rank() == 0: dataset = process_dataset(*args, ...
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2,006,568,368
I_kwDODunzps53mc2w
6,443
Trouble loading files defined in YAML explicitly
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[ "There is a typo in one of the file names - `data/edf.csv` should be renamed to `data/def.csv` 🙂. ", "wow, I reviewed it twice to avoid being ashamed like that, but... I didn't notice the typo.\r\n\r\n---\r\n\r\nBesides this: do you think we would be able to improve the error message to make this clearer?" ]
2023-11-22T15:18:10
2023-11-23T09:06:20
null
COLLABORATOR
null
Look at https://huggingface.co/datasets/severo/doc-yaml-2 It's a reproduction of the example given in the docs at https://huggingface.co/docs/hub/datasets-manual-configuration ``` You can select multiple files per split using a list of paths: my_dataset_repository/ ├── README.md ├── data/ │ ├── abc.csv ...
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6,442
Trouble loading image folder with additional features - metadata file ignored
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[ "I reproduced too:\r\n- root: metadata file is ignored (https://huggingface.co/datasets/severo/doc-image-3)\r\n- data/ dir: metadata file is ignored (https://huggingface.co/datasets/severo/doc-image-4)\r\n- train/ dir: works (https://huggingface.co/datasets/severo/doc-image-5)" ]
2023-11-22T11:01:35
2023-11-24T17:13:03
2023-11-24T17:13:03
NONE
null
### Describe the bug Loading image folder with a caption column using `load_dataset(<image_folder_path>)` doesn't load the captions. When loading a local image folder with captions using `datasets==2.13.0` ``` from datasets import load_dataset data = load_dataset(<image_folder_path>) data.column_names ``` ...
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2,004,985,857
I_kwDODunzps53gagB
6,441
Trouble Loading a Gated Dataset For User with Granted Permission
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[ "> Also when they try to click the url link for the dataset they get a 404 error.\r\n\r\nThis seems to be a Hub error then (cc @SBrandeis)", "Could you report this to https://discuss.huggingface.co/c/hub/23, providing the URL of the dataset, or at least if the dataset is public or private?", "Thanks for the rep...
2023-11-21T19:24:36
2023-12-13T08:27:16
2023-12-13T08:27:16
NONE
null
### Describe the bug I have granted permissions to several users to access a gated huggingface dataset. The users accepted the invite and when trying to load the dataset using their access token they get `FileNotFoundError: Couldn't find a dataset script at .....` . Also when they try to click the url link for the d...
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2,004,509,301
I_kwDODunzps53emJ1
6,440
`.map` not hashing under python 3.9
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[ "Tried to upgrade Python to 3.11 - still get this message. A partial solution is to NOT use `num_proc` at all. It will be considerably longer to finish the job.", "Hi! The `model = torch.compile(model)` line is problematic for our hashing logic. We would have to merge https://github.com/huggingface/datasets/pull/...
2023-11-21T15:14:54
2023-11-28T16:29:33
2023-11-28T16:29:33
NONE
null
### Describe the bug The `.map` function cannot hash under python 3.9. Tried to use [the solution here](https://github.com/huggingface/datasets/issues/4521#issuecomment-1205166653), but still get the same message: `Parameter 'function'=<function map_to_pred at 0x7fa0b49ead30> of the transform datasets.arrow_data...
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2,002,916,514
I_kwDODunzps53YhSi
6,439
Download + preparation speed of datasets.load_dataset is 20x slower than huggingface hub snapshot and manual loding
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2023-11-20T20:07:23
2023-11-20T20:07:37
null
NONE
null
### Describe the bug I am working with a dataset I am trying to publish. The path is Antreas/TALI. It's a fairly large dataset, and contains images, video, audio and text. I have been having multiple problems when the dataset is being downloaded using the load_dataset function -- even with 64 workers takin...
null
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2,002,032,804
I_kwDODunzps53VJik
6,438
Support GeoParquet
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[ "Thank you, @severo ! I would be more than happy to help in any way I can. I am not familiar with this repo's codebase, but I would be eager to contribute. :)\r\n\r\nFor the preview in Datasets Hub, I think it makes sense to just display the geospatial column as text. If there were a dataset loader, though, I think...
2023-11-20T11:54:58
2024-02-07T08:36:51
null
COLLABORATOR
null
### Feature request Support the GeoParquet format ### Motivation GeoParquet (https://geoparquet.org/) is a common format for sharing vectorial geospatial data on the cloud, along with "traditional" data columns. It would be nice to be able to load this format with datasets, and more generally, in the Datasets Hub...
null
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2,001,272,606
I_kwDODunzps53SP8e
6,437
Problem in training iterable dataset
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[ "Has anyone ever encountered this problem before?", "`split_dataset_by_node` doesn't give the exact same number of examples to each node in the case of iterable datasets, though it tries to be as equal as possible. In particular if your dataset is sharded and you have a number of shards that is a factor of the nu...
2023-11-20T03:04:02
2024-05-22T03:14:13
null
NONE
null
### Describe the bug I am using PyTorch DDP (Distributed Data Parallel) to train my model. Since the data is too large to load into memory at once, I am using load_dataset to read the data as an iterable dataset. I have used datasets.distributed.split_dataset_by_node to distribute the dataset. However, I have notice...
null
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2,000,844,474
I_kwDODunzps53Qna6
6,436
TypeError: <lambda>() takes 0 positional arguments but 1 was given
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[ "This looks like a problem with your environment rather than `datasets`.", "I meet the same problem,\r\nand originally use\r\n```python\r\nlocale.getpreferredencoding = lambda : \"UTF-8\"\r\n```\r\nand change to\r\n```\r\nlocale.getpreferredencoding = lambda x: \"UTF-8\"\r\n```\r\nand it works." ]
2023-11-19T13:10:20
2024-06-25T06:00:31
2023-11-29T16:28:34
NONE
null
### Describe the bug ``` --------------------------------------------------------------------------- TypeError Traceback (most recent call last) [<ipython-input-35-7b6becee3685>](https://localhost:8080/#) in <cell line: 1>() ----> 1 from datasets import Dataset 9 frames [/usr/lo...
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6,435
Cannot re-initialize CUDA in forked subprocess. To use CUDA with multiprocessing, you must use the 'spawn' start method
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[ "[This doc section](https://huggingface.co/docs/datasets/main/en/process#multiprocessing) explains how to modify the script to avoid this error.", "@mariosasko thank you very much, i'll check it", "@mariosasko no it does not\r\n\r\n`Dataset.filter() got an unexpected keyword argument 'with_rank'`" ]
2023-11-19T04:21:16
2024-01-27T17:14:20
2023-12-04T16:57:43
NONE
null
### Describe the bug 1. I ran dataset mapping with `num_proc=6` in it and got this error: `RuntimeError: Cannot re-initialize CUDA in forked subprocess. To use CUDA with multiprocessing, you must use the 'spawn' start method` I can't actually find a way to run multi-GPU dataset mapping. Can you help? ### Steps to...
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6,434
Use `ruff` for formatting
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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...
2023-11-17T16:53:22
2023-11-21T14:19:21
2023-11-21T14:13:13
COLLABORATOR
null
Use `ruff` instead of `black` for formatting to be consistent with `transformers` ([PR](https://github.com/huggingface/transformers/pull/27144)) and `huggingface_hub` ([PR 1](https://github.com/huggingface/huggingface_hub/pull/1783) and [PR 2](https://github.com/huggingface/huggingface_hub/pull/1789)).
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1,999,419,105
PR_kwDODunzps5fxDoG
6,433
Better `tqdm` wrapper
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<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 | rea...
2023-11-17T15:45:15
2023-11-22T16:48:18
2023-11-22T16:42:08
COLLABORATOR
null
This PR aligns the `tqdm` logic with `huggingface_hub` (without introducing breaking changes), as the current one is error-prone. Additionally, it improves the doc page about the `datasets`' utilities, and the handling of local `fsspec` paths in `cached_path`. Fix #6409
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load_dataset does not load all of the data in my input file
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[ "You should use `datasets.load_dataset` instead of `nlp.load_dataset`, as the `nlp` package is outdated.\r\n\r\nIf switching to `datasets.load_dataset` doesn't fix the issue, sharing the JSON file (feel free to replace the data with dummy data) would be nice so that we can reproduce it ourselves." ]
2023-11-17T14:28:50
2023-11-22T17:34:58
null
NONE
null
### Describe the bug I have 127 elements in my input dataset. When I do a len on the dataset after loaded, it is only 124 elements. ### Steps to reproduce the bug train_dataset = nlp.load_dataset(data_args.dataset_path, name=data_args.qg_format, split=nlp.Split.TRAIN) valid_dataset = nlp.load_dataset(data_...
null
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6,431
Create DatasetNotFoundError and DataFilesNotFoundError
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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...
2023-11-16T16:02:55
2023-11-22T15:18:51
2023-11-22T15:12:33
MEMBER
null
Create `DatasetNotFoundError` and `DataFilesNotFoundError`. Fix #6397. CC: @severo
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PR_kwDODunzps5fn1r_
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Add trust_remote_code argument
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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...
2023-11-16T12:12:54
2023-11-28T16:10:39
2023-11-28T16:03:43
MEMBER
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Draft about adding `trust_remote_code` to `load_dataset`. ```python ds = load_dataset(..., trust_remote_code=True) # run remote code (current default) ``` It would default to `True` (current behavior) and in the next major release it will prompt the user to check the code before running it (we'll communicate o...
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Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6428). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-11-16T08:12:55
2023-11-16T08:19:39
2023-11-16T08:13:28
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Release: 2.15.0
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2023-11-16T07:37:20
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More robust temporary directory deletion
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2023-11-15T19:06:42
2023-12-01T15:37:32
2023-12-01T15:31:19
COLLABORATOR
null
While fixing the Windows errors in #6362, I noticed that `PermissionError` can still easily be thrown on the session exit by the temporary cache directory's finalizer (we would also have to keep track of intermediate datasets, copies, etc.). ~~Due to the low usage of `datasets` on Windows, this PR takes a simpler appro...
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