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https://api.github.com/repos/huggingface/datasets/issues/6460
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2,017,433,899
I_kwDODunzps54P5kr
6,460
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---------------------------------------------------------------------------\...
2023-11-29T21:20:11Z
2023-12-29T02:58:29Z
2023-12-05T13:30:53Z
NONE
null
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### 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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https://api.github.com/repos/huggingface/datasets/issues/4811
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1,333,043,421
I_kwDODunzps5PdKDd
4,811
Bug in function validate_type for Python >= 3.9
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2022-08-09T10:25:21Z
2022-08-12T13:27:05Z
2022-08-12T13:27:05Z
MEMBER
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## Describe the bug The function `validate_type` assumes that the type `typing.Optional[str]` is automatically transformed to `typing.Union[str, NoneType]`. ```python In [4]: typing.Optional[str] Out[4]: typing.Union[str, NoneType] ``` However, this is not the case for Python 3.9: ```python In [3]: typing.Opt...
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1,282,615,646
PR_kwDODunzps46QSHV
4,552
Tell users to upload on the hub directly
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks ! I updated the two remaining files" ]
2022-06-23T15:47:52Z
2022-06-26T15:49:46Z
2022-06-26T15:39:11Z
MEMBER
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As noted in https://github.com/huggingface/datasets/pull/4534, it is still not clear that it is recommended to add datasets on the Hugging Face Hub directly instead of GitHub, so I updated some docs. Moreover since users won't be able to get reviews from us on the Hub, I added a paragraph to tell users that they can...
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https://api.github.com/repos/huggingface/datasets/issues/5358
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PR_kwDODunzps5FYBcq
5,358
Fix `fs.open` resource leaks
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@mariosasko Sorry, I didn't check tests/style after doing a merge from the Git UI last week. Thx for fixing. \r\n\r\nFYI I'm getting \"Only those with [write access](https://docs.github.com/articles/what-are-the-different-access-perm...
2022-12-13T22:35:51Z
2023-01-05T16:46:31Z
2023-01-05T15:59:51Z
CONTRIBUTOR
null
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Invoking `{load,save}_from_dict` results in resource leak warnings, this should fix. Introduces no significant logic changes.
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Host head_qa data on the Hub and fix NonMatchingChecksumError
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @albertvillanova ! Thanks for the fix ;)\r\nCan I safely checkout from this branch to build `datasets` or it is preferable to wait until all CI tests pass?\r\nThanks 🙏 ", "@younesbelkada we have just merged this PR." ]
2022-06-28T13:39:28Z
2022-07-05T16:01:15Z
2022-07-05T15:49:52Z
MEMBER
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This PR: - Hosts head_qa data on the Hub instead of Google Drive - Fixes NonMatchingChecksumError Fix https://huggingface.co/datasets/head_qa/discussions/1
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7,054
Add batching to `IterableDataset`
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[ "Cool ! Thanks for diving into it :)\r\n\r\nYour implementation is great and indeed supports shuffling and batching, you just need to additionally account for state_dict (for dataset [checkpointing+resuming](https://huggingface.co/docs/datasets/main/en/use_with_pytorch#checkpoint-and-resume))\r\n\r\nThat being said...
2024-07-19T10:11:47Z
2024-07-23T13:25:13Z
2024-07-23T10:34:28Z
CONTRIBUTOR
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I've taken a try at implementing a batched `IterableDataset` as requested in issue #6279. This PR adds a new `BatchedExamplesIterable` class and a `.batch()` method to the `IterableDataset` class. The main changes are: 1. A new `BatchedExamplesIterable` that groups examples into batches. 2. A `.batch()` method for...
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Fix get_data_patterns for directories with the word data twice
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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...
2023-10-17T09:00:39Z
2023-10-18T14:01:52Z
2023-10-18T13:50:35Z
MEMBER
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Before the fix, `get_data_patterns` inferred wrongly the split name for paths with the word "data" twice: - For the URL path: `hf://datasets/piuba-bigdata/articles_and_comments@f328d536425ae8fcac5d098c8408f437bffdd357/data/train-00001-of-00009.parquet` (note the org name `piuba-bigdata/` ending with `data/`) - The in...
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The index column created with .to_sql() is dependent on the batch_size when writing
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[ "Thanks for reporting, @lsb. \r\n\r\nWe are investigating it.\r\n\r\nOn the other hand, please note that in the next `datasets` release, the index will not be created by default (see #5583). If you would like to have it, you will need to explicitly pass `index=True`. ", "I think this is low enough priority for me...
2023-03-18T05:25:17Z
2023-06-17T07:01:57Z
2023-06-17T07:01:57Z
NONE
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### Describe the bug It seems like the "index" column is designed to be unique? The values are only unique per batch. The SQL index is not a unique index. This can be a problem, for instance, when building a faiss index on a dataset and then trying to match up ids with a sql export. ### Steps to reproduce the ...
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IndexError: list index out of range with data hosted on Zenodo
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[ "This error is also raised when data is hosted on Google Drive:\r\n- https://huggingface.co/datasets/docred/discussions/5\r\n- https://huggingface.co/datasets/linnaeus/discussions/3\r\n- https://huggingface.co/datasets/poleval2019_mt/discussions/3\r\n- https://huggingface.co/datasets/reddit_tifu/discussions/2\r\n- ...
2023-05-15T13:47:19Z
2023-09-25T12:09:51Z
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MEMBER
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The dataset viewer sometimes raises an `IndexError`: ``` IndexError: list index out of range ``` See: - huggingface/datasets-server#1151 - https://huggingface.co/datasets/reddit/discussions/5 - huggingface/datasets-server#1118 - https://huggingface.co/datasets/krr-oxford/OntoLAMA/discussions/1 - https://hu...
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https://api.github.com/repos/huggingface/datasets/issues/7167
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2,546,708,014
I_kwDODunzps6Xy64u
7,167
Error Mapping on sd3, sdxl and upcoming flux controlnet training scripts in diffusers
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[ "this is happening on large datasets, if anyone happens upon this i was able to fix by changing\r\n\r\n```\r\ntrain_dataset = train_dataset.map(compute_embeddings_fn, batched=True, new_fingerprint=new_fingerprint)\r\n```\r\n\r\nto\r\n\r\n```\r\ntrain_dataset = train_dataset.map(compute_embeddings_fn, batched=True, ...
2024-09-25T01:39:51Z
2024-09-30T05:28:15Z
2024-09-30T05:28:04Z
NONE
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### Describe the bug ``` Map: 6%|██████ | 8000/138120 [19:27<5:16:36, 6.85 examples/s] Traceback (most recent call last): File "/workspace/diffusers/examples/controlnet/train_controlnet_sd3.py", line 1416, in <mod...
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1,804,358,679
I_kwDODunzps5rjFQX
6,032
DownloadConfig.proxies not work when load_dataset_builder calling HfApi.dataset_info
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[ "`HfApi` comes from the `huggingface_hub` package. You can use [this](https://huggingface.co/docs/huggingface_hub/v0.16.3/en/package_reference/utilities#huggingface_hub.configure_http_backend) utility to change the `huggingface_hub`'s `Session` proxies (see the example).\r\n\r\nWe plan to implement https://github.c...
2023-07-14T07:22:55Z
2023-09-11T13:50:41Z
null
NONE
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### Describe the bug ```python download_config = DownloadConfig(proxies={'https': '<my proxy>'}) builder = load_dataset_builder(..., download_config=download_config) ``` But, when getting the dataset_info from HfApi, the http requests not using the proxies. ### Steps to reproduce the bug 1. Setup proxies i...
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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?" ]
2023-11-22T15:18:10Z
2023-11-23T09:06:20Z
null
COLLABORATOR
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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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2,359,295,045
I_kwDODunzps6Mn_xF
6,977
load json file error with v2.20.0
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[ "Thanks for reporting, @xiaoyaolangzhi.\r\n\r\nIndeed, we are currently requiring `pandas` >= 2.0.0.\r\n\r\nYou will need to update pandas in your local environment:\r\n```\r\npip install -U pandas\r\n``` ", "Thank you very much." ]
2024-06-18T08:41:01Z
2024-06-18T10:06:10Z
2024-06-18T10:06:09Z
NONE
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### Describe the bug ``` load_dataset(path="json", data_files="./test.json") ``` ``` Generating train split: 0 examples [00:00, ? examples/s] Traceback (most recent call last): File "/usr/local/lib/python3.10/dist-packages/datasets/packaged_modules/json/json.py", line 132, in _generate_tables pa_table = p...
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5,174
Preserve None in list type cast in PyArrow 10
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-28T12:48:30Z
2022-10-28T13:15:33Z
2022-10-28T13:13:18Z
COLLABORATOR
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The `ListArray` type in PyArrow 10.0.0 supports the `mask` parameter, which allows us to preserve Nones in nested lists in `cast` instead of replacing them with empty lists. Fix https://github.com/huggingface/datasets/issues/3676
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6,000
Pin `joblib` to avoid `joblibspark` test failures
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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...
2023-06-30T12:36:54Z
2023-06-30T13:17:05Z
2023-06-30T13:08:27Z
COLLABORATOR
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`joblibspark` doesn't support the latest `joblib` release. See https://github.com/huggingface/datasets/actions/runs/5401870932/jobs/9812337078 for the errors
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5,834
Is uint8 supported?
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[ "Hi ! The numpy formatting detaults to int64 and float32 - but you can use uint8 using\r\n```python\r\nds = ds.with_format(\"numpy\", dtype=np.uint8)\r\n```", "Related to https://github.com/huggingface/datasets/issues/5517.", "Thank you!\r\nBy setting `ds.with_format(\"numpy\", dtype=np.uint8)`, the dataset ret...
2023-05-09T17:31:13Z
2023-05-13T05:04:21Z
2023-05-13T05:04:21Z
NONE
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### Describe the bug I expect the dataset to store the data in the `uint8` data type, but it's returning `int64` instead. While I've found that `datasets` doesn't yet support float16 (https://github.com/huggingface/datasets/issues/4981), I'm wondering if this is the case for other data types as well. Is there a way ...
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Added return methods for URL-references to the pushed dataset
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[ "Hi ! Maybe we'd need to align with `transformers` and other libraries that implement `push_to_hub` to agree on what it should return.\r\n\r\ne.g. in `transformers` the typing says it returns a string, but in practice it returns a `CommitInfo`.\r\n\r\nTherefore I'd not add an output to `push_to_hub` here unless we ...
2023-02-18T11:26:25Z
2023-12-18T16:57:56Z
null
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Hi, I was missing the ability to easily open the pushed dataset and it seemed like a quick fix. Maybe we also want to log this info somewhere, but let me know if I need to add that too. Cheers, David
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release: 3.4.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7453). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-14T16:30:45Z
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1,871,634,840
PR_kwDODunzps5ZCKmv
6,191
Add missing `revision` argument
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I have found the same issue. Good fix. Should be merged as soon as possible.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_a...
2023-08-29T13:05:04Z
2023-09-04T06:38:17Z
2023-08-31T13:50:00Z
MEMBER
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I've noticed that when you're not working on the main branch, there are sometimes errors in the files returned. After some investigation, I realized that the revision was not properly passed everywhere. This PR proposes a fix.
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https://api.github.com/repos/huggingface/datasets/issues/7136
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7,136
Do not consume unnecessary memory during sharding
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2024-09-04T19:26:06Z
2024-09-04T19:28:23Z
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When sharding `IterableDataset`s, a temporary list is created that is then indexed. There is no need to create a temporary list of a potentially very large step/world size, with standard `islice` functionality, so we avoid it. ```shell pytest tests/test_distributed.py -k iterable ``` Runs successfully.
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https://api.github.com/repos/huggingface/datasets/issues/4860
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1,342,311,540
PR_kwDODunzps49WjEu
4,860
Add collection3 dataset
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[ "Hi @pefimov. Thanks for you awesome work on this dataset contribution.\r\n\r\nHowever, now we are using the Hub to add new datasets, instead of this GitHub repo. \r\n\r\nYou could share this dataset under the appropriate Hub organization namespace. This way the dataset will be accessible using:\r\n```python\r\nds ...
2022-08-17T21:31:42Z
2022-08-23T20:02:45Z
2022-08-22T09:08:59Z
NONE
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https://api.github.com/repos/huggingface/datasets/issues/6431
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PR_kwDODunzps5fpfos
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...
2023-11-16T16:02:55Z
2023-11-22T15:18:51Z
2023-11-22T15:12:33Z
MEMBER
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Create `DatasetNotFoundError` and `DataFilesNotFoundError`. Fix #6397. CC: @severo
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2,482,491,258
I_kwDODunzps6T9896
7,122
[interleave_dataset] sample batches from a single source at a time
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2024-08-23T07:21:15Z
2024-08-23T07:21:15Z
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### Feature request interleave_dataset and [RandomlyCyclingMultiSourcesExamplesIterable](https://github.com/huggingface/datasets/blob/3813ce846e52824b38e53895810682f0a496a2e3/src/datasets/iterable_dataset.py#L816) enable us to sample data examples from different sources. But can we also sample batches in a similar man...
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7,250
Basic XML support (mostly copy pasted from text)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7250). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-10-24T16:14:50Z
2024-10-24T16:19:18Z
2024-10-24T16:19:16Z
MEMBER
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enable the viewer for datasets like https://huggingface.co/datasets/FrancophonIA/e-calm (there will be more and more apparently)
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5,990
Pushing a large dataset on the hub consistently hangs
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[ "Hi @AntreasAntoniou , sorry to know you are facing this issue. To help debugging it, could you tell me:\r\n- What is the total dataset size?\r\n- Is it always failing on the same shard or is the hanging problem happening randomly?\r\n- Were you able to save the dataset as parquet locally? This would help us determ...
2023-06-10T14:46:47Z
2025-02-15T09:29:10Z
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### Describe the bug Once I have locally built a large dataset that I want to push to hub, I use the recommended approach of .push_to_hub to get the dataset on the hub, and after pushing a few shards, it consistently hangs. This has happened over 40 times over the past week, and despite my best efforts to try and catc...
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5,256
fix wrong print
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2022-11-17T03:54:26Z
2022-11-18T11:05:32Z
2022-11-18T11:05:32Z
CONTRIBUTOR
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print `encoded_dataset.column_names` not `dataset.column_names`
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4,678
Cant pass streaming dataset to dataloader after take()
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[ "Hi! Calling `take` on an iterable/streamable dataset makes it not possible to shard the dataset, which in turn disables multi-process loading (attempts to split the workload over the shards), so to go past this limitation, you can either use single-process loading in `DataLoader` (`num_workers=None`) or fetch the ...
2022-07-13T17:34:18Z
2022-07-14T13:07:21Z
null
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## Describe the bug I am trying to pass a streaming version of c4 to a dataloader, but it can't be passed after I call `dataset.take(n)`. Some functions such as `shuffle()` can be applied without breaking the dataloader but not take. ## Steps to reproduce the bug ```python import datasets import torch dset = ...
null
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Fix tests based on datasets that used to have scripts
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6574). 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>...
2024-01-09T15:16:16Z
2024-01-09T16:11:33Z
2024-01-09T16:05:13Z
MEMBER
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...now that `squad` and `paws` don't have a script anymore
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1,751,838,897
I_kwDODunzps5oavCx
5,941
Load Data Sets Too Slow In Train Seq2seq Model
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[ "Hi ! you can speed it up using multiprocessing by passing `num_proc=` to `load_dataset()`", "already did,but not useful for step Generating train split,it works in step \"Resolving data files\" & \"Downloading data files\" ", "@mariosasko some advice , thanks!", "I met the same problem, terrible experience...
2023-06-12T03:58:43Z
2023-08-15T02:52:22Z
2023-08-15T02:52:22Z
NONE
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### Describe the bug step 'Generating train split' in load_dataset is too slow: ![image](https://github.com/huggingface/datasets/assets/19569322/d9b08eee-95fe-4741-a346-b70416c948f8) ### Steps to reproduce the bug Data: own data,16K16B Mono wav Oficial Script:[ run_speech_recognition_seq2seq.py](https://github...
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2,103,110,536
I_kwDODunzps59WuuI
6,620
wiki_dpr.py error (ID mismatch between lines {id} and vector {vec_id}
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[ "Thanks for reporting, @kiehls90.\r\n\r\nAs this seems an issue with the specific \"wiki_dpr\" dataset, I am transferring the issue to the corresponding dataset page: https://huggingface.co/datasets/wiki_dpr/discussions/13" ]
2024-01-27T01:00:09Z
2024-02-06T09:40:19Z
2024-02-06T09:40:19Z
NONE
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### Describe the bug I'm trying to run a rag example, and the dataset is wiki_dpr. wiki_dpr download and extracting have been completed successfully. However, at the generating train split stage, an error from wiki_dpr.py keeps popping up. Especially in "_generate_examples" : 1. The following error occurs in the...
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2,063,157,187
I_kwDODunzps56-UfD
6,552
Loading a dataset from Google Colab hangs at "Resolving data files".
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[ "This bug comes from the `huggingface_hub` library, see: https://github.com/huggingface/huggingface_hub/issues/1952\r\n\r\nA fix is provided at https://github.com/huggingface/huggingface_hub/pull/1953. Feel free to install `huggingface_hub` from this PR, or wait for it to be merged and the new version of `huggingfa...
2024-01-03T02:18:17Z
2024-01-08T10:09:04Z
2024-01-08T10:09:04Z
NONE
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### Describe the bug Hello, I'm trying to load a dataset from Google Colab but the process hangs at `Resolving data files`: ![image](https://github.com/huggingface/datasets/assets/99779/7175ad85-e571-46ed-9f87-92653985777d) It is happening when the `_get_origin_metadata` definition is invoked: ```python d...
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2,936,606,080
I_kwDODunzps6vCQ2A
7,469
Custom split name with the web interface
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2025-03-20T20:45:59Z
2025-03-21T07:20:37Z
2025-03-21T07:20:37Z
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### Describe the bug According the doc here: https://huggingface.co/docs/hub/datasets-file-names-and-splits#custom-split-name it should infer the split name from the subdir of data or the beg of the name of the files in data. When doing this manually through web upload it does not work. it uses "train" as a unique spl...
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1,559,030,149
I_kwDODunzps5c7OmF
5,475
Dataset scan time is much slower than using native arrow
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[ "Hi ! In your code you only iterate on the Arrow buffers - you don't actually load the data as python objects. For a fair comparison, you can modify your code using:\r\n```diff\r\n- for _ in range(0, len(table), bsz):\r\n- _ = {k:table[k][_ : _ + bsz] for k in cols}\r\n+ for _ in range(0, len(table)...
2023-01-27T01:32:25Z
2023-01-30T16:17:11Z
2023-01-30T16:17:11Z
CONTRIBUTOR
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### Describe the bug I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version. I'm finding that the native pyarrow approach is much faster (2 orders of magnitude). Is there something I'm missing that exp...
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3,007,118,969
I_kwDODunzps6zPP55
7,529
audio folder builder cannot detect custom split name
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2025-04-20T16:53:21Z
2025-04-20T16:53:21Z
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### Describe the bug when using audio folder builder (`load_dataset("audiofolder", data_dir="/path/to/folder")`), it cannot detect custom split name other than train/validation/test ### Steps to reproduce the bug i have the following folder structure ``` my_dataset/ ├── train/ │ ├── lorem.wav │ ├── … │ └── met...
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I_kwDODunzps5tbjpB
6,118
IterableDataset.from_generator() fails with pickle error when provided a generator or iterator
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[ "Hi! `IterableDataset.from_generator` expects a generator function, not the object (to be consistent with `Dataset.from_generator`).\r\n\r\nYou can fix the above snippet as follows:\r\n```python\r\ntrain_dataset = IterableDataset.from_generator(line_generator, fn_kwargs={\"files\": model_training_files})\r\n```", ...
2023-08-04T01:45:04Z
2024-12-18T18:30:57Z
null
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### Describe the bug **Description** Providing a generator in an instantiation of IterableDataset.from_generator() fails with `TypeError: cannot pickle 'generator' object` when the generator argument is supplied with a generator. **Code example** ``` def line_generator(files: List[Path]): if isinstance(f...
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Fix resuming after `ds.set_epoch(new_epoch)`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7451). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-14T10:31:25Z
2025-03-14T10:50:11Z
2025-03-14T10:50:09Z
MEMBER
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close https://github.com/huggingface/datasets/issues/7447
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2,248,043,797
I_kwDODunzps6F_m0V
6,819
Give more details in `DataFilesNotFoundError` when getting the config names
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2024-04-17T11:19:47Z
2024-04-17T11:19:47Z
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### Feature request After https://huggingface.co/datasets/cis-lmu/Glot500/commit/39060e01272ff228cc0ce1d31ae53789cacae8c3, the dataset viewer gives the following error: ``` { "error": "Cannot get the config names for the dataset.", "cause_exception": "DataFilesNotFoundError", "cause_message": "No (support...
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1,282,374,441
I_kwDODunzps5Mb3sp
4,550
imdb source error
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[ "Thanks for reporting, @Muhtasham.\r\n\r\nIndeed IMDB dataset is not accessible from yesterday, because the data is hosted on the data owners servers at Stanford (http://ai.stanford.edu/) and these are down due to a power outage originated by a fire: https://twitter.com/StanfordAILab/status/1539472302399623170?s=20...
2022-06-23T13:02:52Z
2022-06-23T13:47:05Z
2022-06-23T13:47:04Z
NONE
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## Describe the bug imdb dataset not loading ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("imdb") ``` ## Expected results ## Actual results ```bash 06/23/2022 14:45:18 - INFO - datasets.builder - Dataset not on Hf google storage. Downloading and pr...
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7,200
Fix the environment variable for huggingface cache
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[ "Hi ! yes now `datasets` uses `huggingface_hub` to download and cache files from the HF Hub so you need to use `HF_HOME` (or manually `HF_HUB_CACHE` and `HF_DATASETS_CACHE` if you want to separate HF Hub cached files and cached datasets Arrow files)\r\n\r\nSo in your change I guess it needs to be `HF_HOME` instead ...
2024-10-05T11:54:35Z
2024-10-30T23:10:27Z
2024-10-08T15:45:18Z
CONTRIBUTOR
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Resolve #6256. As far as I tested, `HF_DATASETS_CACHE` was ignored and I could not specify the cache directory at all except for the default one by this environment variable. `HF_HOME` has worked. Perhaps the recent change on file downloading by `huggingface_hub` could affect this bug. In my testing, I could not sp...
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I_kwDODunzps5e6ymy
5,555
`.shuffle` throwing error `ValueError: Protocol not known: parent`
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[ "Hi ! The indices mapping is written in the same cachedirectory as your dataset.\r\n\r\nCan you run this to show your current cache directory ?\r\n```python\r\nprint(train_dataset.cache_files)\r\n```", "```\r\n[{'filename': '.../train/dataset.arrow'}, {'filename': '.../train/dataset.arrow'}]\r\n```\r\n\r\nThese a...
2023-02-20T21:33:45Z
2023-02-27T09:23:34Z
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### Describe the bug ``` --------------------------------------------------------------------------- ValueError Traceback (most recent call last) Cell In [16], line 1 ----> 1 train_dataset = train_dataset.shuffle() File /opt/conda/envs/pytorch/lib/python3.9/site-packages/dataset...
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2,215,933,515
I_kwDODunzps6EFHZL
6,765
Compatibility issue between s3fs, fsspec, and datasets
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[ "Hi! Instead of running `pip install` separately for each package, you should pass all the packages to a single `pip install` call (in this case, `pip install datasets s3fs`) to let `pip` properly resolve their versions.", "> Hi! Instead of running `pip install` separately for each package, you should pass all th...
2024-03-29T19:57:24Z
2024-11-12T14:50:48Z
2024-04-03T14:33:12Z
NONE
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### Describe the bug Here is the full error stack when installing: ``` ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. datasets 2.18.0 requires fsspec[http]<=2024.2.0,>=2023.1.0, but you ...
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6,079
Iterating over DataLoader based on HF datasets is stuck forever
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[ "When the process starts to hang, can you interrupt it with CTRL + C and paste the error stack trace here? ", "Thanks @mariosasko for your prompt response, here's the stack trace:\r\n\r\n```\r\nKeyboardInterrupt Traceback (most recent call last)\r\nCell In[12], line 4\r\n 2 t = time.t...
2023-07-26T14:52:37Z
2024-02-07T17:46:52Z
2023-07-30T14:09:06Z
NONE
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### Describe the bug I am using Amazon Sagemaker notebook (Amazon Linux 2) with python 3.10 based Conda environment. I have a dataset in parquet format locally. When I try to iterate over it, the loader is stuck forever. Note that the same code is working for python 3.6 based conda environment seamlessly. What shou...
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2,169,585,727
I_kwDODunzps6BUUA_
6,719
Is there any way to solve hanging of IterableDataset using split by node + filtering during inference
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2024-03-05T15:55:13Z
2024-03-05T15:55:13Z
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### Describe the bug I am using an iterable dataset in a multi-node setup, trying to do training/inference while filtering the data on the fly. I usually do not use `split_dataset_by_node` but it is very slow using the IterableDatasetShard in `accelerate` and `transformers`. When I filter after applying `split_dataset...
null
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5,608
audiofolder only creates dataset of 13 rows (files) when the data folder it's reading from has 20,000 mp3 files.
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[ "Hi!\r\n\r\n> naming convention of mp3 files\r\n\r\nYes, this could be the problem. MP3 files should end with `.mp3`/`.MP3` to be recognized as audio files.\r\n\r\nIf the file names are not the culprit, can you paste the audio folder's directory structure to help us reproduce the error (e.g., by running the `tree ...
2023-03-05T00:14:45Z
2023-03-12T00:02:57Z
2023-03-12T00:02:57Z
NONE
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### Describe the bug x = load_dataset("audiofolder", data_dir="x") When running this, x is a dataset of 13 rows (files) when it should be 20,000 rows (files) as the data_dir "x" has 20,000 mp3 files. Does anyone know what could possibly cause this (naming convention of mp3 files, etc.) ### Steps to reproduce the b...
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1,288,381,735
I_kwDODunzps5MyyUn
4,596
Dataset Viewer issue for universal_dependencies
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[ "Thanks, looking at it!", "Finally fixed! We updated the dataset viewer and it fixed the issue.\r\n\r\nhttps://huggingface.co/datasets/universal_dependencies/viewer/aqz_tudet/train\r\n\r\n<img width=\"1561\" alt=\"Capture d’écran 2022-09-07 à 13 29 18\" src=\"https://user-images.githubusercontent.com/1676121/18...
2022-06-29T08:50:29Z
2022-09-07T11:29:28Z
2022-09-07T11:29:27Z
NONE
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### Link https://huggingface.co/datasets/universal_dependencies ### Description invalid json response body at https://datasets-server.huggingface.co/splits?dataset=universal_dependencies reason: Unexpected token I in JSON at position 0 ### Owner _No response_
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2,928,661,327
PR_kwDODunzps6PHQyp
7,466
Fix local pdf loading
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7466). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-18T14:09:06Z
2025-03-18T14:11:52Z
2025-03-18T14:09:21Z
MEMBER
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fir this error when accessing a local pdf ``` File ~/.pyenv/versions/3.12.2/envs/hf-datasets/lib/python3.12/site-packages/pdfminer/psparser.py:220, in PSBaseParser.seek(self, pos) 218 """Seeks the parser to the given position.""" 219 log.debug("seek: %r", pos) --> 220 self.fp.seek(pos) 221 # reset t...
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6,648
Document usage of hfh cli instead of git
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6648). 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>...
2024-02-08T10:24:56Z
2024-02-08T13:57:41Z
2024-02-08T13:51:39Z
MEMBER
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(basically the same content as the hfh upload docs, but adapted for datasets)
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Updated Quickstart Notebook link
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2024-02-21T01:04:18Z
2024-03-12T21:31:04Z
2024-02-25T18:48:08Z
CONTRIBUTOR
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Fixed Quickstart Notebook Link in the [Overview notebook](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb)
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https://api.github.com/repos/huggingface/datasets/issues/7063
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2,424,488,648
I_kwDODunzps6QgsLI
7,063
Add `batch` method to `Dataset`
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2024-07-23T07:36:59Z
2024-07-25T13:45:21Z
2024-07-25T13:45:21Z
CONTRIBUTOR
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### Feature request Add a `batch` method to the Dataset class, similar to the one recently implemented for `IterableDataset` in PR #7054. ### Motivation A batched iteration speeds up data loading significantly (see e.g. #6279) ### Your contribution I plan to open a PR to implement this.
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2,976,721,014
I_kwDODunzps6xbSh2
7,501
Nested Feature raises ArrowNotImplementedError: Unsupported cast using function cast_struct
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[ "Solved by the default `load_dataset(features)` parameters. Do not use `Sequence` for the `list` in `list[any]` json schema, just simply use `[]`. For example, `\"b\": Sequence({...})` fails but `\"b\": [{...}]` works fine." ]
2025-04-07T12:35:39Z
2025-04-07T12:43:04Z
2025-04-07T12:43:03Z
NONE
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### Describe the bug `datasets.Features` seems to be unable to handle json file that contains fields of `list[dict]`. ### Steps to reproduce the bug ```json // test.json {"a": 1, "b": [{"c": 2, "d": 3}, {"c": 4, "d": 5}]} {"a": 5, "b": [{"c": 7, "d": 8}, {"c": 9, "d": 10}]} ``` ```python import json from datasets i...
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1,363,429,228
PR_kwDODunzps4-coaB
4,938
Remove main branch rename notice
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-09-06T15:03:05Z
2022-09-06T16:46:11Z
2022-09-06T16:43:53Z
MEMBER
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We added a notice in README.md to show that we renamed the master branch to main, but we can remove it now (it's been 2 months) I also unpinned the github issue about the branch renaming
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Set dev version
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2024-06-13T14:59:45Z
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2023-07-31T06:32:16Z
2023-07-27T17:08:38Z
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2,061,047,984
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6,548
Skip if a dataset has issues
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[ "It looks like a transient DNS issue. It should work fine now if you try again.\r\n\r\nThere is no parameter in load_dataset to skip failed downloads. In your case it would have skipped every single subsequent download until the DNS issue was resolved anyway." ]
2023-12-31T12:41:26Z
2024-01-02T10:33:17Z
null
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### Describe the bug Hello everyone, I'm using **load_datasets** from **huggingface** to download the datasets and I'm facing an issue, the download starts but it reaches some state and then fails with the following error: Couldn't reach https://huggingface.co/datasets/wikimedia/wikipedia/resolve/4cb9b0d719291f1a10...
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2,391,366,696
I_kwDODunzps6OiVwo
7,029
load_dataset on AWS lambda throws OSError(30, 'Read-only file system') error
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[ "hi ! can you share the full stack trace ? this should help locate what files is not written in the cache_dir" ]
2024-07-04T19:15:16Z
2024-07-17T12:44:03Z
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### Describe the bug I'm using AWS lambda to run a python application. I run the `load_dataset` function with cache_dir="/tmp" and is still throws the OSError(30, 'Read-only file system') error. Is even updated all the HF envs to point to /tmp dir but the issue still persists. I can confirm that the I can write to /...
null
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I_kwDODunzps6LmG0S
6,961
Manual downloads should count as downloads
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[ "We're unlikely to add more features/support for datasets with python loading scripts, which include datasets with manual download. Sorry for the inconvenience" ]
2024-06-09T04:52:06Z
2024-06-13T16:05:00Z
null
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### Feature request I would like to request that manual downloads of data files from Hugging Face dataset repositories count as downloads of a dataset. According to the documentation for the Hugging Face Hub, that is currently not the case: https://huggingface.co/docs/hub/en/datasets-download-stats ### Motivation Th...
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Fix methods using `IterableDataset.map` that lead to `features=None`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "_The documentation is not available anymore as the PR was closed or merged._", "Maybe other options are:\r\n* Keep the `info.features` to `None` if those were initially `None`\r\n* Infer the features with pre-fetching just if the `...
2022-11-23T15:33:25Z
2022-11-28T15:43:14Z
2022-11-28T12:53:22Z
MEMBER
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As currently `IterableDataset.map` is setting the `info.features` to `None` every time as we don't know the output of the dataset in advance, `IterableDataset` methods such as `rename_column`, `rename_columns`, and `remove_columns`. that internally use `map` lead to the features being `None`. This PR is related to #...
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add kwargs to index search
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2023-03-10T21:24:58Z
2023-03-15T14:48:47Z
2023-03-15T14:46:04Z
CONTRIBUTOR
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This PR proposes to add kwargs to index search methods. This is particularly useful for setting the timeout of a query on elasticsearch. A typical use case would be: ```python dset.add_elasticsearch_index("filename", es_client=es_client) scores, examples = dset.get_nearest_examples("filename", "my_name-train_2...
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1,321,068,411
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4,761
parallel searching in multi-gpu setting using faiss
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[ "And I don't see any speed up when increasing the number of GPUs while calling `get_nearest_examples_batch`.", "Hi ! Yes search_batch uses FAISS search which happens in parallel across the GPUs\r\n\r\n> And I don't see any speed up when increasing the number of GPUs while calling get_nearest_examples_batch.\r\n\r...
2022-07-28T14:57:03Z
2023-07-21T02:07:10Z
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CONTRIBUTOR
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While I notice that `add_faiss_index` has supported assigning multiple GPUs, I am still confused about how it works. Does the `search-batch` function automatically parallelizes the input queries to different gpus?https://github.com/huggingface/datasets/blob/d76599bdd4d186b2e7c4f468b05766016055a0a5/src/datasets/sea...
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1,588,633,555
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5,541
Flattening indices in selected datasets is extremely inefficient
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[ "Running the script above on the branch https://github.com/huggingface/datasets/pull/5542 results in the expected behaviour:\r\n```\r\nNum chunks for original ds: 1\r\nOriginal ds save/load\r\nsave_to_disk -- RAM memory used: 0.671875 MB -- Total time: 0.255265 s\r\nload_from_disk -- RAM memory used: 42.796875 MB -...
2023-02-17T01:52:24Z
2023-02-22T13:15:20Z
2023-02-17T11:12:33Z
CONTRIBUTOR
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### Describe the bug If we perform a `select` (or `shuffle`, `train_test_split`, etc.) operation on a dataset , we end up with a dataset with an `indices_table`. Currently, flattening such dataset consumes a lot of memory and the resulting flat dataset contains ChunkedArrays with as many chunks as there are rows. Thi...
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1,471,518,803
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5,323
Duplicated Keys in Taskmaster-2 Dataset
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[ "Thanks for reporting, @liaeh.\r\n\r\nWe are having a look at it. ", "I have transferred the discussion to the Community tab of the dataset: https://huggingface.co/datasets/taskmaster2/discussions/1" ]
2022-12-01T15:31:06Z
2022-12-01T16:26:06Z
2022-12-01T16:26:06Z
NONE
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### Describe the bug Loading certain splits () of the taskmaster-2 dataset fails because of a DuplicatedKeysError. This occurs for the following domains: `'hotels', 'movies', 'music', 'sports'`. The domains `'flights', 'food-ordering', 'restaurant-search'` load fine. Output: ### Steps to reproduce the bug ``` ...
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2,609,926,089
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7,248
ModuleNotFoundError: No module named 'datasets.tasks'
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[ "tasks was removed in v3: #6999 \r\n\r\nI also don't see why TextClassification is imported, since it's not used after. So the fix is simple: delete this line.", "I opened https://huggingface.co/datasets/knowledgator/events_classification_biotech/discussions/7 to remove the line, hopefully the dataset owner will ...
2024-10-23T21:58:25Z
2024-10-24T17:00:19Z
null
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### Describe the bug --------------------------------------------------------------------------- ModuleNotFoundError Traceback (most recent call last) [<ipython-input-9-13b5f31bd391>](https://bcb6shpazyu-496ff2e9c6d22116-0-colab.googleusercontent.com/outputframe.html?vrz=colab_20241022-060119_R...
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Complete tags of superglue dataset card
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-08-19T23:44:39Z
2022-08-22T09:14:03Z
2022-08-22T08:58:31Z
CONTRIBUTOR
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Related to #4479 .
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Make cast in `from_pandas` more robust
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2022-07-18T11:55:49Z
2022-07-22T11:17:42Z
2022-07-22T11:05:24Z
COLLABORATOR
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Make the cast in `from_pandas` more robust (as it was done for the packaged modules in https://github.com/huggingface/datasets/pull/4364) This should be useful in situations like [this one](https://discuss.huggingface.co/t/loading-custom-audio-dataset-and-fine-tuning-model/8836/4).
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Fix filter speed regression
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7408). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-02-17T14:25:32Z
2025-02-17T14:28:48Z
2025-02-17T14:28:46Z
MEMBER
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close https://github.com/huggingface/datasets/issues/7404
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Support saving datasets with custom formatting
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[ "Not a fan of pickling this sort of stuff either.\r\nNote that users can also share the code in their dataset documentation." ]
2023-09-06T16:03:32Z
2023-09-06T18:32:07Z
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Requested in https://discuss.huggingface.co/t/using-set-transform-on-a-dataset-leads-to-an-exception/53036. I am not sure if supporting this is the best idea for the following reasons: >For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be...
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5,216
save_elasticsearch_index
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[ "Hi ! I think there exist tools to dump and reload an index in your elastic search but I'm not super familiar with it.\r\n\r\nAnyway after reloading an index in elastic search you can call `ds.load_elasticsearch_index` which will connect the index to the dataset without re-indexing" ]
2022-11-08T23:06:52Z
2022-11-09T13:16:45Z
null
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Hi, I am new to Dataset and elasticsearch. I was wondering is there any equivalent approach to save elasticsearch index as of save_faiss_index locally for later use, to remove the need to re-index a dataset?
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[CI] seqeval installation fails sometimes on python 3.6
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2022-06-22T16:35:23Z
2022-06-23T10:13:44Z
2022-06-23T10:13:44Z
MEMBER
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The CI sometimes fails to install seqeval, which cause the `seqeval` metric tests to fail. The installation fails because of this error: ``` Collecting seqeval Downloading seqeval-1.2.2.tar.gz (43 kB) |███████▌ | 10 kB 42.1 MB/s eta 0:00:01 |███████████████ ...
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EmptyDatasetError: The directory at /metadata.jsonl doesn't contain any data files
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[ "Hi ! `data_dir=` is for directories, can you try using `data_files=` instead ?", "If you are trying to load your image dataset from a local folder, you should replace \"data_dir=path/to/jsonl/metadata.jsonl\" with the real folder path in your computer.\r\n\r\nhttps://huggingface.co/docs/datasets/en/image_load#im...
2024-06-27T15:08:26Z
2024-06-28T09:56:19Z
2024-06-28T09:56:19Z
NONE
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### Describe the bug while trying to load custom dataset from jsonl file, I get the error: "metadata.jsonl doesn't contain any data files" ### Steps to reproduce the bug This is my [metadata_v2.jsonl](https://github.com/user-attachments/files/16016011/metadata_v2.json) file. I have this file in the folder with all ...
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Memory leak when streaming
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[ "I seem to have encountered the same problem when loading non streaming datasets. load_from_disk. Causing hundreds of GB of memory, but the dataset actually only has 50GB", "FYI when streaming parquet data, only one row group per worker is loaded in memory at a time.\r\n\r\nBtw for datasets of embeddings you can ...
2024-10-31T13:33:52Z
2024-11-18T11:46:07Z
null
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### Describe the bug I try to use a dataset with streaming=True, the issue I have is that the RAM usage becomes higher and higher until it is no longer sustainable. I understand that huggingface store data in ram during the streaming, and more worker in dataloader there are, more a lot of shard will be stored in ...
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7,345
Different behaviour of IterableDataset.map vs Dataset.map with remove_columns
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[ "Good catch ! Do you think you can open a PR to fix this issue ?" ]
2024-12-25T07:36:48Z
2025-01-07T11:56:42Z
2025-01-07T11:56:42Z
CONTRIBUTOR
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### Describe the bug The following code ```python import datasets as hf ds1 = hf.Dataset.from_list([{'i': i} for i in [0,1]]) #ds1 = ds1.to_iterable_dataset() ds2 = ds1.map( lambda i: {'i': i+1}, input_columns = ['i'], remove_columns = ['i'] ) list(ds2) ``` produces ```python [{'i': ...
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6,365
Parquet size grows exponential for categorical data
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[ "Wrong repo." ]
2023-10-31T10:29:02Z
2023-10-31T10:49:17Z
2023-10-31T10:49:17Z
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### Describe the bug It seems that when saving a data frame with a categorical column inside the size can grow exponentially. This seems to happen because when we save the categorical data to parquet, we are saving the data + all the categories existing in the original data. This happens even when the categories ar...
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Add parallel module using joblib for Spark
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[ "Hi @lhoestq, I added the `parallel` part according to the discussion we had. Could you take a look to see if this is aligned with your proposal?\r\n\r\nMeanwhile I'm working on adding a `parallel_backend` parameter to `load_datasets` so that it can be used like:\r\n```python\r\nwith parallel_backend('spark', steps...
2023-06-02T22:25:25Z
2023-06-14T10:25:10Z
2023-06-14T10:15:46Z
CONTRIBUTOR
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Discussion in https://github.com/huggingface/datasets/issues/5798
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datasets.exceptions.DatasetNotFoundError for private dataset
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[ "Actually there is no such dataset available, that is why you are getting that error.", "Fixed with @kdutia in Slack chat. Generating a new token fixed this issue. " ]
2024-10-03T07:49:36Z
2024-10-03T10:09:28Z
2024-10-03T10:09:28Z
NONE
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### Describe the bug The following Python code tries to download a private dataset and fails with the error `datasets.exceptions.DatasetNotFoundError: Dataset 'ClimatePolicyRadar/all-document-text-data-weekly' doesn't exist on the Hub or cannot be accessed.`. Downloading a public dataset doesn't work. ``` py fro...
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Release: 2.16.1
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6546). 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>...
2023-12-30T16:44:51Z
2023-12-30T16:52:07Z
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Remove set_access_token usage + fail tests if FutureWarning
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\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...
2023-03-09T08:46:01Z
2023-03-09T15:39:00Z
2023-03-09T15:31:59Z
CONTRIBUTOR
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`set_access_token` is deprecated and will be removed in `huggingface_hub>=0.14`. This PR removes it from the tests (it was not used in `datasets` source code itself). FYI, it was not needed since `set_access_token` was just setting git credentials and `datasets` doesn't seem to use git anywhere. In the future, us...
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Doc readme improvements
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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...
2023-10-11T21:51:12Z
2023-10-12T12:47:15Z
2023-10-12T12:38:19Z
COLLABORATOR
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Changes in the doc READMe: * adds two new sections (to be aligned with `transformers` and `hfh`): "Previewing the documentation" and "Writing documentation examples" * replaces the mentions of `transformers` with `datasets` * fixes some dead links
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Support huggingface-hub pre-releases
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2023-12-20T07:52:29Z
2023-12-20T08:51:34Z
2023-12-20T08:44:44Z
MEMBER
null
null
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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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https://api.github.com/repos/huggingface/datasets/issues/6286
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1,932,640,128
PR_kwDODunzps5cPKNK
6,286
Create DefunctDatasetError
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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...
2023-10-09T09:23:23Z
2023-10-10T07:13:22Z
2023-10-10T07:03:04Z
MEMBER
null
null
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Create `DefunctDatasetError` as a specific error to be raised when a dataset is defunct and no longer accessible. See Hub discussion: https://huggingface.co/datasets/the_pile_books3/discussions/7#6523c13a94f3a1a2092d251b
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https://api.github.com/repos/huggingface/datasets/issues/7494
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2,965,347,685
I_kwDODunzps6wv51l
7,494
Broken links in pdf loading documentation
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[ "thanks for reporting ! I fixed the links, the docs will be updated in the next release" ]
2025-04-02T06:45:22Z
2025-04-15T13:36:25Z
2025-04-15T13:36:04Z
NONE
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### Describe the bug Hi, just a couple of small issues I ran into while reading the docs for [loading pdf data](https://huggingface.co/docs/datasets/main/en/document_load): 1. The link for the [`Create a pdf dataset`](https://huggingface.co/docs/datasets/main/en/document_load#pdffolder) points to https://huggingface....
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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", "Fixed." ]
2024-06-04T09:18:32Z
2024-06-25T08:05:49Z
2024-06-25T08:05:49Z
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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2,035,424,254
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/...
2023-12-11T11:09:16Z
2024-01-11T06:35:07Z
2023-12-11T11:41:34Z
MEMBER
null
null
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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https://api.github.com/repos/huggingface/datasets/issues/5095
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1,403,221,408
PR_kwDODunzps5Afzsq
5,095
Fix tutorial (#5093)
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[ "Oops I merged without linking to the hacktoberfest issue - not sure if it counts in this case\r\n\r\nsorry about that..\r\n\r\nNext time you can just mention \"Close #XXXX\" in your issue to link it", "It should :) (the `hacktoberfest` repo topic is all that matters)" ]
2022-10-10T13:55:15Z
2022-10-10T17:50:52Z
2022-10-10T15:32:20Z
CONTRIBUTOR
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Close #5093
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https://api.github.com/repos/huggingface/datasets/issues/4565
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1,284,141,666
I_kwDODunzps5MinJi
4,565
Add UFSC OCPap dataset
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[ "I will add this directly on the hub (same as #4486)—in https://huggingface.co/lapix" ]
2022-06-24T20:07:54Z
2022-07-06T19:03:02Z
2022-07-06T19:03:02Z
NONE
null
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## Adding a Dataset - **Name:** UFSC OCPap: Papanicolaou Stained Oral Cytology Dataset (v4) - **Description:** The UFSC OCPap dataset comprises 9,797 labeled images of 1200x1600 pixels acquired from 5 slides of cancer diagnosed and 3 healthy of oral brush samples, from distinct patients. - **Paper:** https://dx.doi....
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5,058
Mark CI tests as xfail when 502 error
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-03T15:53:55Z
2022-10-04T10:03:23Z
2022-10-04T10:01:23Z
MEMBER
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To make CI more robust, we could mark as xfail when the Hub raises a 502 error (besides 500 error): - FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_to_hub_skip_identical_files - https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431 ``` > raise HTTPEr...
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https://api.github.com/repos/huggingface/datasets/issues/6251
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6,251
Support streaming datasets with pyarrow.parquet.read_table
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This function reads an entire Arrow table in one go, which is not ideal memory-wise, so I don't think we should encourage using this function, considering we want to keep RAM usage as low as possible in the streaming mode. \r\n\r\n(N...
2023-09-20T08:07:02Z
2023-09-27T06:37:03Z
2023-09-27T06:26:24Z
MEMBER
null
null
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Support streaming datasets with `pyarrow.parquet.read_table`. See: https://huggingface.co/datasets/uonlp/CulturaX/discussions/2 CC: @AndreaFrancis
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7,111
CI is broken for numpy-2: Failed to fetch wheel: llvmlite==0.34.0
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[ "Note that the CI before was using:\r\n- llvmlite: 0.43.0\r\n- numba: 0.60.0\r\n\r\nNow it tries to use:\r\n- llvmlite: 0.34.0\r\n- numba: 0.51.2", "The issue is because numba-0.60.0 pins numpy<2.1 and `uv` tries to install latest numpy-2.1.0 with an old numba-0.51.0 version (and llvmlite-0.34.0). See discussion ...
2024-08-20T07:27:28Z
2024-08-21T05:05:36Z
2024-08-20T09:02:36Z
MEMBER
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Ci is broken with error `Failed to fetch wheel: llvmlite==0.34.0`: https://github.com/huggingface/datasets/actions/runs/10466825281/job/28984414269 ``` Run uv pip install --system "datasets[tests_numpy2] @ ." Resolved 150 packages in 4.42s error: Failed to prepare distributions Caused by: Failed to fetch wheel: ...
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6,826
Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6826). 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>...
2024-04-19T08:51:42Z
2024-04-19T09:05:25Z
2024-04-19T08:52:14Z
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https://api.github.com/repos/huggingface/datasets/issues/4861
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I_kwDODunzps5QEIY8
4,861
Using disk for memory with the method `from_dict`
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[ "This issue was also causing an OOM in @nateraw 's workflow and shows again that behavior is confusing - we should definitely switch to using the disk IMO" ]
2022-08-18T15:18:18Z
2023-01-26T18:36:28Z
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**Is your feature request related to a problem? Please describe.** I start with an empty dataset. In a loop, at each iteration, I create a new dataset with the method `from_dict` (based on some data I load) and I concatenate this new dataset with the one at the previous iteration. After some iterations, I have an OOM ...
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1,604,928,721
I_kwDODunzps5fqUTR
5,597
in-place dataset update
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[ "We won't support in-place modifications since `datasets` is based on the Apache Arrow format which doesn't support in-place modifications.\r\n\r\nIn your case the old dataset is garbage collected pretty quickly so you won't have memory issues.\r\n\r\nNote that datasets loaded from disk (memory mapped) are not load...
2023-03-01T12:58:18Z
2023-03-02T13:30:41Z
2023-03-02T03:47:00Z
NONE
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### Motivation For the circumstance that I creat an empty `Dataset` and keep appending new rows into it, I found that it leads to creating a new dataset at each call. It looks quite memory-consuming. I just wonder if there is any more efficient way to do this. ```python from datasets import Dataset ds = Datas...
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PR_kwDODunzps46bo2h
4,579
Support streaming cfq dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq I've been refactoring a little the code:\r\n- Use less RAM by loading only the required samples: only if its index is in the splits file\r\n- Start yielding \"earlier\" in streaming mode: for each `split_idx`:\r\n - either ...
2022-06-27T17:11:23Z
2022-07-04T19:35:01Z
2022-07-04T19:23:57Z
MEMBER
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Support streaming cfq dataset.
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https://api.github.com/repos/huggingface/datasets/issues/6049
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Update `ruff` version in pre-commit config
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6049). All of your documentation changes will be reflected on that endpoint.", "I've updated the `ruff`'s pre-commit version as part of https://github.com/huggingface/datasets/pull/6434, so feel free to close this PR." ]
2023-07-18T17:13:50Z
2023-12-01T14:26:19Z
2023-12-01T14:26:19Z
CONTRIBUTOR
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so that it corresponds to the one that is being run in CI
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1,456,508,990
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5,270
When len(_URLS) > 16, download will hang
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[ "It can fix the bug temporarily.\r\n```python\r\nfrom datasets import DownloadConfig\r\nconfig = DownloadConfig(num_proc=8)\r\nIn [5]: dataset = load_dataset('Freed-Wu/kodak', split='test', download_config=config)\r\nDownloading and preparing dataset kodak/default to /home/wzy/.cache/huggingface/datasets/Freed-Wu__...
2022-11-19T14:27:41Z
2022-11-21T15:27:16Z
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### Describe the bug ```python In [9]: dataset = load_dataset('Freed-Wu/kodak', split='test') Downloading: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2.53k/2.53k [00:00<00:00, 1.88MB/s] [1...
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Add torchdata as a regular test dependency
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7172). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-09-26T07:45:55Z
2024-09-26T08:12:12Z
2024-09-26T08:05:40Z
MEMBER
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Add `torchdata` as a regular test dependency. Note that previously, `torchdata` was installed from their repo and current main branch (0.10.0.dev) requires Python>=3.9. Also note they made a recent release: 0.8.0 on Jul 31, 2024. Fix #7171.
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canonicalize data dir in config ID hash
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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...
2023-05-25T18:17:10Z
2023-06-02T16:02:15Z
2023-06-02T15:52:04Z
CONTRIBUTOR
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fixes #5871 The second commit is optional but improves readability.
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7,498
Extreme memory bandwidth.
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2025-04-03T11:09:08Z
2025-04-03T11:11:22Z
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### Describe the bug When I use hf datasets on 4 GPU with 40 workers I get some extreme memory bandwidth of constant ~3GB/s. However, if I wrap the dataset in `IterableDataset`, this issue is gone and the data also loads way faster (4x faster training on 1 worker). It seems like the workers don't share memory and b...
null
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4,919
feat: improve error message on Keys mismatch. closes #4917
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[ "_The documentation is not available anymore as the PR was closed or merged._", "We are having an unrelated issue that makes several tests fail. We are working on that. Once fixed, you will be able to merge the main branch into this, so that you get the fix and the tests pass..." ]
2022-08-31T14:41:36Z
2022-09-05T08:46:01Z
2022-09-05T08:43:33Z
CONTRIBUTOR
null
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Hi @lhoestq what do you think? Let me give you a code sample: ```py >>> import datasets >>> foo = datasets.Dataset.from_dict({'foo':[0,1], 'bar':[2,3]}) >>> foo.save_to_disk('foo') # edit foo/dataset_info.json e.g. rename the 'foo' feature to 'baz' >>> datasets.load_from_disk('foo') --------------------------...
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https://api.github.com/repos/huggingface/datasets/issues/6005
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PR_kwDODunzps5UoJ91
6,005
Drop Python 3.7 support
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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...
2023-07-04T15:02:37Z
2023-07-06T15:32:41Z
2023-07-06T15:22:43Z
COLLABORATOR
null
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`hfh` and `transformers` have dropped Python 3.7 support, so we should do the same :). (Based on the stats, it seems less than 10% of the users use `datasets` with Python 3.7)
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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)" ]
2023-11-22T11:01:35Z
2023-11-24T17:13:03Z
2023-11-24T17:13:03Z
NONE
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### 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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Allow hyphen in split name
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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...
2023-08-22T13:30:59Z
2024-01-11T06:31:31Z
2023-08-22T15:38:53Z
COLLABORATOR
null
null
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To fix https://discuss.huggingface.co/t/error-when-setting-up-the-dataset-viewer-streamingrowserror/51276.
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