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Fix download for dict of dicts of URLs
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Fix download for a dict of dicts of URLs when batched (default), introduced by: - #6794 This PR also implements regression tests. Fix #6869, fix #6850.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6871). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Once merged, I think a patch release is needed.", "Once the CI is green, I am merging...
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Update tqdm >= 4.66.3 to fix vulnerability
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Update tqdm >= 4.66.3 to fix vulnerability,
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Download is broken for dict of dicts: FileNotFoundError
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2024-05-06T05:13:36Z
2024-05-06T09:25:53Z
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It seems there is a bug when downloading a dict of dicts of URLs introduced by: - #6794 ## Steps to reproduce the bug: ```python from datasets import DownloadManager dl_manager = DownloadManager() paths = dl_manager.download({"train": {"frr": "hf://datasets/wikimedia/wikipedia/20231101.frr/train-00000-of-0000...
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datasets.BuilderConfig does not work.
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2024-05-05T08:08:55Z
2024-05-05T12:15:02Z
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### Describe the bug I custom a BuilderConfig and GeneratorBasedBuilder. Here is the code for BuilderConfig ``` class UIEConfig(datasets.BuilderConfig): def __init__( self, *args, data_dir=None, instruction_file=None, instruction_strategy=None,...
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[ "I guess the issue is caused by the customization of BuilderConfig that you use from the repo [https://github.com/BeyonderXX/InstructUIE](https://github.com/BeyonderXX/InstructUIE/blob/master/src/uie_dataset.py). You should report to them.\r\n\r\nI see you already opened an issue in their repo:\r\n- https://github....
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Improve performance of JSON loader
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2024-05-04T15:04:16Z
2024-05-17T16:22:28Z
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As reported by @natolambert, loading regular JSON files with `datasets` shows poor performance. The cause is that we use the `json` Python standard library instead of other faster libraries. See my old comment: https://github.com/huggingface/datasets/pull/2638#pullrequestreview-706983714 > There are benchmarks that...
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[ "Thanks! Feel free to ping me for examples. May not respond immediately because we're all busy but would like to help.", "Hi @natolambert, could you please give some examples of JSON files to benchmark?\r\n\r\nPlease note that this JSON file (https://huggingface.co/datasets/allenai/reward-bench-results/blob/main/...
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DataFilesNotFoundError for datasets in the open-llm-leaderboard
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2024-05-04T04:59:00Z
2024-05-14T08:09:56Z
2024-05-14T08:09:56Z
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### Describe the bug When trying to get config names or load any dataset within the open-llm-leaderboard ecosystem (`open-llm-leaderboard/details_`) I receive the DataFilesNotFoundError. For the last month or so I've been loading datasets from the leaderboard almost everyday; yesterday was the first time I started see...
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[ "Potentially related:\r\n* #6864\r\n* #6850\r\n* #6848\r\n* #6819", "Hi @jerome-white, thnaks for reporting.\r\n\r\nHowever, I cannot reproduce your issue:\r\n```python\r\n>>> from datasets import get_dataset_config_names\r\n\r\n>>> get_dataset_config_names(\"open-llm-leaderboard/details_davidkim205__Rhea-72b-v0....
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2,277,304,832
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Example on Semantic segmentation contains bug
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2024-05-03T09:40:12Z
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### Describe the bug https://huggingface.co/docs/datasets/en/semantic_segmentation shows wrong example with torchvision transforms. Specifically, as one can see in screenshot below, the object boundaries have weird colors. <img width="689" alt="image" src="https://github.com/huggingface/datasets/assets/4803565/59...
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Dataset 'rewardsignal/reddit_writing_prompts' doesn't exist on the Hub
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2024-05-03T06:03:30Z
2024-05-06T06:36:42Z
2024-05-06T06:36:41Z
NONE
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### Describe the bug The dataset `rewardsignal/reddit_writing_prompts` is missing in Huggingface Hub. ### Steps to reproduce the bug ``` from datasets import load_dataset prompt_response_dataset = load_dataset("rewardsignal/reddit_writing_prompts", data_files="prompt_responses_full.csv", split='train[:80%]...
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[ "Hi @vinodrajendran001, thanks for reporting.\r\n\r\nIndeed the dataset no longer exists on the Hub. The URL https://huggingface.co/datasets/rewardsignal/reddit_writing_prompts gives 404 Not Found error." ]
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Revert temporary pin huggingface-hub < 0.23.0
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Revert temporary pin huggingface-hub < 0.23.0 introduced by - #6861 once the following issue is fixed and released: - huggingface/transformers#30618
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Issue 6598: load_dataset broken for data_files on s3
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Fixes huggingface/datasets/issues/6598 I've added a new test case and a solution. Before applying the solution the test case was failing with the same error described in the linked issue. I encountered this issue while following the Hugging Face documentation, trying to perform GPT-2 fine-tuning using `run_clm.py` o...
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Fix CI by temporarily pinning huggingface-hub < 0.23.0
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As a hotfix for CI, temporarily pin `huggingface-hub` upper version Fix #6860. Revert once root cause is fixed, see: - https://github.com/huggingface/transformers/issues/30618
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CI fails after huggingface_hub-0.23.0 release: FutureWarning: "resume_download"
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CI fails after latest huggingface_hub-0.23.0 release: https://github.com/huggingface/huggingface_hub/releases/tag/v0.23.0 ``` FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_bertscore - FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume...
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[ "I think this needs to be fixed on transformers.\r\n\r\nCC: @Wauplin ", "See:\r\n- https://github.com/huggingface/transformers/issues/30618", "Opened https://github.com/huggingface/transformers/pull/30620" ]
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Support folder-based datasets with large metadata.jsonl
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I tried creating an `imagefolder` dataset with a 714MB `metadata.jsonl` but got the error below. This pull request fixes the problem by increasing the block size like the message suggests. ``` >>> from datasets import load_dataset >>> dataset = load_dataset("imagefolder", data_dir="data-for-upload") Traceback (mos...
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Segmentation fault
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### Describe the bug Using various version for datasets, I'm no more longer able to load that dataset without a segmentation fault. Several others files are also concerned. ### Steps to reproduce the bug # Create a new venv python3 -m venv venv_test source venv_test/bin/activate # Install the latest versio...
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[ "I downloaded the jsonl file and extract it manually. \r\nThe issue seems to be related to pyarrow.json \r\n\r\n\r\n\r\npython3 -q -X faulthandler -c \"from datasets import load_dataset; load_dataset('json', data_files='/Users/scampion/Downloads/1998-09.jsonl')\"\r\nGenerating train split: 0 examples [00:00, ? exa...
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Fix line-endings in tests on Windows
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EDIT: ~~Fix test_delete_from_hub on Windows by passing explicit encoding.~~ Fix test_delete_from_hub and test_xgetsize_private by uploading the README file content directly (encoding the string), instead of writing a local file and uploading it. Note that local files created on Windows will have "\r\n" line ending...
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CI fails on Windows for test_delete_from_hub after the merge of: - #6820 This is weird because the CI was green in the PR branch before merging to main. ``` FAILED tests/test_hub.py::test_delete_from_hub - AssertionError: assert [CommitOperat...\r\n---\r\n')] == [CommitOperat...in/*\n---\n')] At index 1 ...
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[ "After investigation, I have found that when a local file is uploaded to the Hub, the new line character is no longer transformed to \"\\n\": on Windows machine now it is kept as \"\\r\\n\".\r\n\r\nAny idea why this changed?\r\nCC: @lhoestq " ]
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Fix dataset name for community Hub script-datasets
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Fix dataset name for community Hub script-datasets by passing explicit dataset_name to HubDatasetModuleFactoryWithScript. Fix #6854. CC: @Wauplin
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Wrong example of usage when config name is missing for community script-datasets
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As reported by @Wauplin, when loading a community dataset with script, there is a bug in the example of usage of the error message if the dataset has multiple configs (and no default config) and the user does not pass any config. For example: ```python >>> ds = load_dataset("google/fleurs") ValueError: Config name i...
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Support soft links for load_datasets imagefolder
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### Feature request Load_dataset from a folder of images doesn't seem to support soft links. It would be nice if it did, especially during methods development where image folders are being curated. ### Motivation Images are coming from a complex variety of sources and we'd like to be able to soft link directly from ...
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2,272,465,011
I_kwDODunzps6HcxBz
6,852
Write token isn't working while pushing to datasets
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2024-04-30T21:18:20Z
2024-05-02T00:55:46Z
2024-05-02T00:55:46Z
NONE
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null
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### Describe the bug <img width="1001" alt="Screenshot 2024-05-01 at 3 37 06 AM" src="https://github.com/huggingface/datasets/assets/130903099/00fcf12c-fcc1-4749-8592-d263d4efcbcc"> As you can see I logged in to my account and the write token is valid. But I can't upload on my main account and I am getting that ...
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2,270,965,503
I_kwDODunzps6HXC7_
6,851
load_dataset('emotion') UnicodeDecodeError
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2024-04-30T09:25:01Z
2024-04-30T09:25:01Z
null
NONE
null
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### Describe the bug **emotions = load_dataset('emotion')** _UnicodeDecodeError: 'utf-8' codec can't decode byte 0x8b in position 1: invalid start byte_ ### Steps to reproduce the bug load_dataset('emotion') ### Expected behavior succese ### Environment info py3.10 transformers 4.41.0.dev0 datasets 2....
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2,269,500,624
I_kwDODunzps6HRdTQ
6,850
Problem loading voxpopuli dataset
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2024-04-29T16:46:51Z
2024-05-06T09:25:54Z
2024-05-06T09:25:54Z
NONE
null
null
null
### Describe the bug ``` Exception has occurred: FileNotFoundError Couldn't find file at https://huggingface.co/datasets/facebook/voxpopuli/resolve/main/{'en': 'data/en/asr_train.tsv'} ``` Error in logic for link url creation. The link should be https://huggingface.co/datasets/facebook/voxpopuli/resolve/main/da...
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[ "Version 2.18 works without problem.", "@Namangarg110 @mohsen-goodarzi The bug appears because the number of urls is less than 16 and the algorithm is meant to work on the previously created mode for a single url as stated on line 314: https://github.com/huggingface/datasets/blob/1bf8a46cc7b096d5c547ea3794f6a4b6...
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2,268,718,355
PR_kwDODunzps5t_wnu
6,849
fix webdataset filename split
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2024-04-29T10:57:18Z
2024-06-04T12:54:04Z
2024-06-04T12:54:04Z
NONE
null
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use `os.path.splitext` to parse field_name. fix filename which has dot. like: ``` a.b.jpeg a.b.txt ```
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[ "Hi ! This was fixed recently in https://github.com/huggingface/datasets/pull/6904 and https://github.com/huggingface/datasets/pull/6931" ]
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2,268,622,609
I_kwDODunzps6HOG8R
6,848
Cant Downlaod Common Voice 17.0 hy-AM
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2024-04-29T10:06:02Z
2024-05-13T06:09:30Z
null
NONE
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### Describe the bug I want to download Common Voice 17.0 hy-AM but it returns an error. ``` The version_base parameter is not specified. Please specify a compatability version level, or None. Will assume defaults for version 1.1 @hydra.main(config_name='hfds_config', config_path=None) /usr/local/lib/pyth...
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[ "Same issue here." ]
https://api.github.com/repos/huggingface/datasets/issues/6847
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2,268,589,177
I_kwDODunzps6HN-x5
6,847
[Streaming] Only load requested splits without resolving files for the other splits
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2024-04-29T09:49:32Z
2024-05-07T04:43:59Z
null
MEMBER
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e.g. [thangvip](https://huggingface.co/thangvip)/[cosmopedia_vi_math](https://huggingface.co/datasets/thangvip/cosmopedia_vi_math) has 300 splits and it takes a very long time to load only one split. This is due to `load_dataset()` resolving the files of all the splits even if only one is needed. In `dataset-view...
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[ "This should help fixing this issue: https://github.com/huggingface/datasets/pull/6832", "I'm having a similar issue when using splices:\r\n<img width=\"947\" alt=\"image\" src=\"https://github.com/huggingface/datasets/assets/28941213/2153faac-e1fe-4b6d-a79b-30b2699407e8\">\r\n<img width=\"823\" alt=\"image\" src...
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2,267,352,120
I_kwDODunzps6HJQw4
6,846
Unimaginable super slow iteration
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2024-04-28T05:24:14Z
2024-05-06T08:30:03Z
2024-05-06T08:30:03Z
NONE
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### Describe the bug Assuming there is a dataset with 52000 sentences, each with a length of 500, it takes 20 seconds to extract a sentence from the dataset……?Is there something wrong with my iteration? ### Steps to reproduce the bug ```python import datasets import time import random num_rows = 52000 n...
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[ "In every iteration you load the full \"random_input\" column in memory, only then to access it's i-th element.\r\n\r\nYou can try using this instead\r\n\r\na,b=dataset[i]['random_input'],dataset[i]['random_output']" ]
https://api.github.com/repos/huggingface/datasets/issues/6845
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2,265,876,551
I_kwDODunzps6HDohH
6,845
load_dataset doesn't support list column
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2024-04-26T14:11:44Z
2024-05-15T12:06:59Z
null
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### Describe the bug dataset = load_dataset("Doraemon-AI/text-to-neo4j-cypher-chinese") got exception: Generating train split: 1834 examples [00:00, 5227.98 examples/s] Traceback (most recent call last): File "/usr/local/lib/python3.11/dist-packages/datasets/builder.py", line 2011, in _prepare_split_single ...
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[ "I encountered this same issue when loading a customized dataset for ORPO training, in which there were three columns and two of them were lists. \r\nI debugged and found that it might be caused by the type-infer mechanism and because in some chunks one of the columns is always an empty list ([]), it was regarded a...
https://api.github.com/repos/huggingface/datasets/issues/6844
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PR_kwDODunzps5t2PRA
6,844
Retry on HF Hub error when streaming
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2024-04-26T14:09:04Z
2024-04-26T15:37:42Z
2024-04-26T15:37:42Z
COLLABORATOR
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Retry on the `huggingface_hub`'s `HfHubHTTPError` in the streaming mode. Fix #6843
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6844). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@Wauplin This PR is indeed not needed as explained in https://github.com/huggingface/da...
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2,265,432,897
I_kwDODunzps6HB8NB
6,843
IterableDataset raises exception instead of retrying
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2024-04-26T10:00:43Z
2024-04-30T13:14:13Z
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### Describe the bug In light of the recent server outages, I decided to look into whether I could somehow wrap my IterableDataset streams to retry rather than error out immediately. To my surprise, `datasets` [already supports retries](https://github.com/huggingface/datasets/issues/6172#issuecomment-1794876229). Si...
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[ "Thanks for reporting! I've opened a PR with a fix.", "Thanks, @mariosasko! Related question (although I guess this is a feature request): could we have some kind of exponential back-off for these retries? Here's my reasoning:\r\n- If a one-time accidental error happens, you should retry immediately and will succ...
https://api.github.com/repos/huggingface/datasets/issues/6842
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2,264,692,159
I_kwDODunzps6G_HW_
6,842
Datasets with files with colon : in filenames cannot be used on Windows
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2024-04-26T00:14:16Z
2024-04-26T00:14:16Z
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### Describe the bug Datasets (such as https://huggingface.co/datasets/MLCommons/peoples_speech) cannot be used on Windows due to the fact that windows does not allow colons ":" in filenames. These should be converted into alternative strings. ### Steps to reproduce the bug 1. Attempt to run load_dataset on MLCo...
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2,264,687,683
I_kwDODunzps6G_GRD
6,841
Unable to load wiki_auto_asset_turk from GEM
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2024-04-26T00:08:47Z
2024-05-29T13:54:03Z
2024-04-26T16:12:29Z
NONE
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### Describe the bug I am unable to load the wiki_auto_asset_turk dataset. I get a fatal error while trying to access wiki_auto_asset_turk and load it with datasets.load_dataset. The error (TypeError: expected str, bytes or os.PathLike object, not NoneType) is from filenames_for_dataset_split in a os.path.join call ...
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[ "Hi! I've opened a [PR](https://huggingface.co/datasets/GEM/wiki_auto_asset_turk/discussions/5) with a fix. While waiting for it to be merged, you can load the dataset from the PR branch with `datasets.load_dataset(\"GEM/wiki_auto_asset_turk\", revision=\"refs/pr/5\")`", "Thanks Mario. Still getting the same issu...
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2,264,604,766
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6,840
Delete uploaded files from the UI
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2024-04-25T22:33:57Z
2024-04-25T22:33:57Z
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### Feature request Once a file is uploaded and the commit is made, I am unable to delete individual files without completely deleting the whole dataset via the website UI. ### Motivation Would be a useful addition ### Your contribution Would love to help out with some guidance
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Remove token arg from CLI examples
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Remove token arg from CLI examples. Fix #6838. CC: @Wauplin
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6839). 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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Remove token arg from CLI examples
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As suggested by @Wauplin, see: https://github.com/huggingface/datasets/pull/6831#discussion_r1579492603 > I would not advertise the --token arg in the example as this shouldn't be the recommended way (best to login with env variable or huggingface-cli login)
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6,837
Cannot use cached dataset without Internet connection (or when servers are down)
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### Describe the bug I want to be able to use cached dataset from HuggingFace even when I have no Internet connection (or when HuggingFace servers are down, or my company has network issues). The problem why I can't use it: `data_files` argument from `datasets.load_dataset()` function get it updates from the serve...
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[ "There are 2 workarounds, tho:\r\n1. Download datasets from web and just load them locally\r\n2. Use metadata directly (temporal solution, since metadata can change)\r\n```\r\nimport datasets\r\nfrom datasets.data_files import DataFilesDict, DataFilesList\r\n\r\ndata_files_list = DataFilesList(\r\n [\r\n ...
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ExpectedMoreSplits error on load_dataset when upgrading to 2.19.0
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2024-04-24T21:52:35Z
2024-05-14T04:08:19Z
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### Describe the bug Hi there, thanks for the great library! We have been using it a lot in torchtune and it's been a huge help for us. Regarding the bug: the same call to `load_dataset` errors with `ExpectedMoreSplits` in 2.19.0 after working fine in 2.18.0. Full details given in the repro below. ### Steps to re...
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[ "Get same error on same datasets too.", "+1", "same error" ]
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LargeListType support #6834
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Fixes #6834
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largelisttype not supported (.from_polars())
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CONTRIBUTOR
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### Describe the bug The following code fails because LargeListType is not supported. This is especially a problem for .from_polars since polars uses LargeListType. ### Steps to reproduce the bug ```python import datasets import polars as pl df = pl.DataFrame({"list": [[]]}) datasets.Dataset.from_pola...
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2,259,731,274
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6,833
Super slow iteration with trivial custom transform
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2024-05-04T11:24:37Z
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### Describe the bug Dataset is 10X slower when applying trivial transforms: ``` import time import numpy as np from datasets import Dataset, Features, Array2D a = np.zeros((800, 800)) a = np.stack([a] * 1000) features = Features({"a": Array2D(shape=(800, 800), dtype="uint8")}) ds1 = Dataset.from_dict({"...
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[ "Similar issue in text process \r\n\r\n```python\r\n\r\ntokenizer=AutoTokenizer.from_pretrained(model_dir[args.model])\r\ntrain_dataset=datasets.load_from_disk(dataset_dir[args.dataset],keep_in_memory=True)['train']\r\ntrain_dataset=train_dataset.map(partial(dname2func[args.dataset],tokenizer=tokenizer),batched=Tru...
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Support downloading specific splits in `load_dataset`
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This PR builds on https://github.com/huggingface/datasets/pull/6639 to support downloading only the specified splits in `load_dataset`. For this to work, a builder's `_split_generators` need to be able to accept the requested splits (as a list) via a `splits` argument to avoid processing the non-requested ones. Also, t...
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Add docs about the CLI
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Add docs about the CLI. Close #6830. CC: @severo
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Add a doc page for the convert_to_parquet CLI
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Follow-up to https://github.com/huggingface/datasets/pull/6795. Useful for https://github.com/huggingface/dataset-viewer/issues/2742. cc @albertvillanova
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6,829
Load and save from/to disk no longer accept pathlib.Path
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Reported by @vttrifonov at https://github.com/huggingface/datasets/pull/6704#issuecomment-2071168296: > This change is breaking in > https://github.com/huggingface/datasets/blob/f96e74d5c633cd5435dd526adb4a74631eb05c43/src/datasets/arrow_dataset.py#L1515 > when the input is `pathlib.Path`. The issue is that `url_to...
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Support PathLike input in save_to_disk / load_from_disk
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Loading a remote dataset fails in the last release (v2.19.0)
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2024-04-19T21:11:58Z
2024-04-19T21:13:42Z
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While loading a dataset with multiple splits I get an error saying `Couldn't find file at <URL>` I am loading the dataset like so, nothing out of the ordinary. This dataset needs a token to access it. ``` token="hf_myhftoken-sdhbdsjgkhbd" load_dataset("speechcolab/gigaspeech", "test", cache_dir=f"gigaspeech/test...
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Set dev version
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Release: 2.19.0
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Winogrande does not seem to be compatible with datasets version of 1.18.0
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2024-04-18T16:11:04Z
2024-04-19T09:53:15Z
2024-04-19T09:52:33Z
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### Describe the bug I get the following error when simply running `load_dataset('winogrande','winogrande_xl')`. I do not have such an issue in the 1.17.0 version. ```Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/usr/local/lib/python3.10/dist-packages/datasets/load.py", line...
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[ "Hi ! Do you mean 2.18 ? Can you try to update `fsspec` and `huggingface_hub` ?\r\n\r\n```\r\npip install -U fsspec huggingface_hub\r\n```", "Yes I meant 2.18, and it works after updating `fsspec` and `huggingface_hub`. Thanks!" ]
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6,823
Loading problems of Datasets with a single shard
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2024-04-18T13:59:00Z
2024-04-18T17:51:08Z
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### Describe the bug When saving a dataset on disk and it has a single shard it is not loaded as when it is saved in multiple shards. I installed the latest version of datasets via pip. ### Steps to reproduce the bug The code below reproduces the behavior. All works well when the range of the loop is 10000 bu...
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Fix parquet export infos
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Don't use the parquet export infos when USE_PARQUET_EXPORT is False. Otherwise the `datasets-server` might reuse erroneous data when re-running a job this follows https://github.com/huggingface/datasets/pull/6714
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Allow deleting a subset/config from a no-script dataset
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2024-04-17T14:41:12Z
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TODO: - [x] Add docs - [x] Delete token arg from CLI example - See: #6839 Close #6810.
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Give more details in `DataFilesNotFoundError` when getting the config names
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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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Support indexable objects in `Dataset.__getitem__`
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2024-04-16T17:41:27Z
2024-04-16T18:27:44Z
2024-04-16T18:17:29Z
COLLABORATOR
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As discussed in https://github.com/huggingface/datasets/pull/6816, this is needed to support objects that implement `__index__` such as `np.int64` in `Dataset.__getitem__`.
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Improve typing of Dataset.search, matching definition
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Previously, the output of `score, indices = Dataset.search(...)` would be numpy arrays. The definition in `SearchResult` is a `List[int]` so this PR now matched the expected type. The previous behavior is a bit annoying as `Dataset.__getitem__` doesn't support `numpy.int64` which forced me to convert `indices` to...
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Remove `os.path.relpath` in `resolve_patterns`
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COLLABORATOR
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... to save a few seconds when resolving repos with many data files.
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`map` with `num_proc` > 1 leads to OOM
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### Describe the bug When running `map` on parquet dataset loaded from local machine, the RAM usage increases linearly eventually leading to OOM. I was wondering if I should I save the `cache_file` after every n steps in order to prevent this? ### Steps to reproduce the bug ``` ds = load_dataset("parquet", data...
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[ "Hi ! You can try to reduce `writer_batch_size`. It corresponds to the number of samples that stay in RAM before being flushed to disk" ]
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Add Dataset.take and Dataset.skip
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...to be aligned with IterableDataset.take and IterableDataset.skip
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Run CI
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[ "(Sorry, meant to open this against my own fork. I'm attempting to debug this issue (https://github.com/astral-sh/uv/issues/1921#issuecomment-2058056192) reported by `huggingface/datasets` on the uv repo.)" ]
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add allow_primitive_to_str and allow_decimal_to_str instead of allow_number_to_str
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PR for #6805
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Allow deleting a subset/config from a no-script dataset
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As proposed by @BramVanroy, it would be neat to have this functionality through the API.
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[ "Probably best to implement this as a CLI command?", "Thanks for your comment, @mariosasko. Or maybe both (in Python and as CLI command)? The Python command would be just the reverse of `push_to_hub`...\r\n\r\nI am working on a draft implementation, so we can discuss about the API and UX." ]
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Make convert_to_parquet CLI command create script branch
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Make convert_to_parquet CLI command create a "script" branch and keep the script file on it. This PR proposes the simplest UX approach: whenever `--revision` is not explicitly passed (i.e., when the script is in the main branch), try to create a "script" branch from the "main" branch; if the "script" branch exists a...
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As proposed by @severo, maybe we should add this functionality as well to the CLI command to convert a script-dataset to Parquet. See: https://github.com/huggingface/datasets/pull/6795#discussion_r1562819168 > When providing support, we sometimes suggest that users store their script in a script branch. What do you th...
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Fix hf-internal-testing/dataset_with_script commit SHA in CI test
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Fix test using latest commit SHA in hf-internal-testing/dataset_with_script dataset: https://huggingface.co/datasets/hf-internal-testing/dataset_with_script/commits/refs%2Fconvert%2Fparquet Fix #6796.
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Batched mapping of existing string column casts boolean to string
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### Describe the bug Let the dataset contain a column named 'a', which is of the string type. If 'a' is converted to a boolean using batched mapping, the mapper automatically casts the boolean to a string (e.g., True -> 'true'). It only happens when the original column and the mapped column name are identical. Th...
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[ "This seems to be hardcoded behavior in table.py `array_cast`.\r\n```python\r\nif (\r\n not allow_number_to_str\r\n and pa.types.is_string(pa_type)\r\n and (pa.types.is_floating(array.type) or pa.types.is_integer(array.type))\r\n ):\r\n raise TypeError(\r\n ...
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Fix --repo-type order in cli upload docs
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#6791 Improve type checking around FAISS
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Fixes #6791 Small PR to raise a better error when a dataset is not embedded properly.
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Fix typo in docs (upload CLI)
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Related to https://huggingface.slack.com/archives/C04RG8YRVB8/p1712643948574129 (interal) Positional args must be placed before optional args. Feel free to merge whenever it's ready.
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got fileNotFound
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### Describe the bug When I use load_dataset to load the nyanko7/danbooru2023 data set, the cache is read in the form of a symlink. There may be a problem with the arrow_dataset initialization process and I get FileNotFoundError: [Errno 2] No such file or directory: '2945000.jpg' ### Steps to reproduce the bug #code...
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[ "Hi! I'll open a PR on the Hub to fix this, but please use the Hub's [Community tab](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions) to report such issues in the future.", "I've opened a [PR](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions/8) in the repo, so let's continue the d...
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High overhead when loading lots of subsets from the same dataset
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### Describe the bug I have a multilingual dataset that contains a lot of subsets. Each subset corresponds to a pair of languages, you can see here an example with 250 subsets: [https://hf.co/datasets/loicmagne/open-subtitles-250-bitext-mining](). As part of the MTEB benchmark, we may need to load all the subsets of t...
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[ "Hi !\r\n\r\nIt's possible to multiple files at once:\r\n\r\n```python\r\ndata_files = \"data/*.jsonl\"\r\n# Or pass a list of files\r\nlangs = ['ka-ml', 'br-sr', 'ka-pt', 'id-ko', ..., 'fi-ze_zh', 'he-kk', 'ka-tr']\r\ndata_files = [f\"data/{lang}.jsonl\" for lang in langs]\r\nds = load_dataset(\"loicmagne/open-sub...
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fix `DatasetBuilder._split_generators` incomplete type annotation
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solve #6798: add missing `StreamingDownloadManager` type annotation to the `dl_manager` argument of the `DatasetBuilder._split_generators` function
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`DatasetBuilder._split_generators` incomplete type annotation
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### Describe the bug The [`DatasetBuilder._split_generators`](https://github.com/huggingface/datasets/blob/0f27d7b77c73412cfc50b24354bfd7a3e838202f/src/datasets/builder.py#L1449) function has currently the following signature: ```python class DatasetBuilder: def _split_generators(self, dl_manager: DownloadMan...
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[ "Good catch! Feel free to open a PR with the suggested fix :).", "There is also the [`MockDownloadManager`](https://github.com/JonasLoos/datasets/blob/main/src/datasets/download/mock_download_manager.py#L33), which seems like it might get passed here too. However, to me, it doesn't really seem relevant to the use...
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Fix CI test_load_dataset_distributed_with_script
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Fix #6796.
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CI is broken due to hf-internal-testing/dataset_with_script
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CI is broken for test_load_dataset_distributed_with_script. See: https://github.com/huggingface/datasets/actions/runs/8614926216/job/23609378127 ``` FAILED tests/test_load.py::test_load_dataset_distributed_with_script[None] - assert False + where False = all(<generator object test_load_dataset_distributed_with_scr...
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Add CLI function to convert script-dataset to Parquet
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Close #6690.
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Multithreaded downloads
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...for faster dataset download when there are many many small files (e.g. imagefolder, audiofolder) ### Behcnmark for example on [lhoestq/tmp-images-writer_batch_size](https://hf.co/datasets/lhoestq/tmp-images-writer_batch_size) (128 images) | | duration of the download step in `load_dataset()` | |--| ----...
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2,231,400,200
I_kwDODunzps6FAHcI
6,793
Loading just one particular split is not possible for imagenet-1k
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2024-04-08T14:39:14Z
2024-04-08T14:39:14Z
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### Describe the bug I'd expect the following code to download just the validation split but instead I get all data on my disk (train, test and validation splits) ` from datasets import load_dataset dataset = load_dataset("imagenet-1k", split="validation", trust_remote_code=True) ` Is it expected to work li...
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6,792
Fix cache conflict in `_check_legacy_cache2`
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2024-04-08T14:05:42Z
2024-04-09T11:34:08Z
2024-04-09T11:27:58Z
MEMBER
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It was reloading from the wrong cache dir because of a bug in `_check_legacy_cache2`. This function should not trigger if there are config_kwars like `sample_by=` fix https://github.com/huggingface/datasets/issues/6758
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I_kwDODunzps6E7Kk8
6,791
`add_faiss_index` raises ValueError: not enough values to unpack (expected 2, got 1)
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2024-04-08T01:57:03Z
2024-04-11T15:38:05Z
2024-04-11T15:38:05Z
NONE
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### Describe the bug Calling `add_faiss_index` on a `Dataset` with a column argument raises a ValueError. The following is the trace ```python 214 def replacement_add(self, x): 215 """Adds vectors to the index. 216 The index must be trained before vectors can be added to it. 217 Th...
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[ "I realized I was passing a string column to this instead of float. Is it possible to add a warning or error to prevent users from falsely believing there's a bug?", "Hello!\r\n\r\nI agree that we could add some safeguards around the type of `ds[column]`. At least for FAISS, we need the column to be made of embed...
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2,229,915,236
I_kwDODunzps6E6c5k
6,790
PyArrow 'Memory mapping file failed: Cannot allocate memory' bug
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2024-04-07T19:25:39Z
2024-04-07T20:00:54Z
null
NONE
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### Describe the bug Hello, I've been struggling with a problem using Huggingface datasets caused by PyArrow memory allocation. I finally managed to solve it, and thought to document it since similar issues have been raised here before (https://github.com/huggingface/datasets/issues/5710, https://github.com/huggi...
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2,229,527,001
I_kwDODunzps6E4-HZ
6,789
Issue with map
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2024-04-07T02:52:06Z
2024-04-15T16:43:48Z
null
NONE
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### Describe the bug Map has been taking extremely long to preprocess my data. It seems to process 1000 examples (which it does really fast in about 10 seconds), then it hangs for a good 1-2 minutes, before it moves on to the next batch of 1000 examples. It also keeps eating up my hard drive space for some reaso...
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[ "Default `writer_batch_size `is set to 1000 (see [map](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/main_classes#datasets.Dataset.map)).\r\nThe \"tmp1335llua\" is probably the temp file it creates while writing to disk.\r\nMaybe try lowering the `writer_batch_size`.\r\n\r\nFor multi-processing ...
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2,229,207,521
I_kwDODunzps6E3wHh
6,788
A Question About the Map Function
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2024-04-06T11:45:23Z
2024-04-11T05:29:35Z
2024-04-11T05:29:35Z
NONE
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### Describe the bug Hello, I have a question regarding the map function in the Hugging Face datasets. The situation is as follows: when I load a jsonl file using load_dataset(..., streaming=False), and then utilize the map function to process it, I specify that the returned example should be of type Torch.ten...
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[ "All data is saved in the arrow format on disk.\r\nIf you return a tensor it gets converted to arrow before saving to disk when using map.\r\n\r\nTo get a tensor when you access data elements you can use `dataset.set_format(\"pt\")`.\r\nNote that this just changes how the data is loaded, not how it is stored.", "...
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6,787
TimeoutError in map
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2024-04-06T06:25:39Z
2024-04-13T06:34:59Z
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CONTRIBUTOR
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### Describe the bug ```python from datasets import Dataset def worker(example): while True: continue example['a'] = 100 return example data = Dataset.from_list([{"a": 1}, {"a": 2}]) data = data.map(worker) print(data[0]) ``` I'm implementing a worker function whose runtime will de...
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[ "From my current understanding, this timeout is only used when we need to get the results.\r\n\r\nOne of:\r\n1. All tasks are done\r\n2. One worker died\r\n\r\nYour function should work fine and it's definitely a bug if it doesn't.", "When one of the `map`'s worker processes crashes, the linked code re-raises an ...
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PR_kwDODunzps5r3kWg
6,786
Make Image cast storage faster
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2024-04-05T17:00:46Z
2024-04-23T07:02:00Z
null
CONTRIBUTOR
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PR for issue #6782. Makes `cast_storage` of the `Image` class faster by removing the slow call to `.pylist`. Instead directly convert each `ListArray` item to either `Array2DExtensionType` or `Array3DExtensionType`. This also preserves the `dtype` removing the warning if the array is already `uint8`.
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6,785
rename datasets-server to dataset-viewer
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2024-04-05T16:37:05Z
2024-04-08T12:41:13Z
2024-04-08T12:35:02Z
CONTRIBUTOR
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See https://github.com/huggingface/dataset-viewer/issues/2650 Tell me if it's OK, or if it's a breaking change that must be handled differently. Also note that the docs page is still https://huggingface.co/docs/datasets-server/, so I didn't change it. And the API URL is still https://datasets-server.huggingfac...
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Extract data on the fly in packaged builders
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2024-04-05T16:12:25Z
2024-04-16T16:37:47Z
2024-04-16T16:31:29Z
COLLABORATOR
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Instead of waiting for data files to be extracted in the packaged builders, we can prepend the compression prefix and extract them as they are being read (using `fsspec`). This saves disk space (deleting extracted archives is not set by default) and slightly speeds up dataset generation (less disk reads)
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I_kwDODunzps6Ez1IK
6,783
AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook
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2024-04-05T14:31:48Z
2024-04-11T17:18:53Z
2024-04-11T17:18:53Z
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### Describe the bug # problem I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20. ## code for resampling ``` from datasets import load_dataset, Audio from transformers import AutoFeatureExtractor from transformers imp...
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[ "Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n", "Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)." ]
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Image cast_storage very slow for arrays (e.g. numpy, tensors)
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Update: see comments below ### Describe the bug Operations that save an image from a path are very slow. I believe the reason for this is that the image data (`numpy`) is converted into `pyarrow` format but then back to python using `.pylist()` before being converted to a numpy array again. `pylist` is alread...
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[ "This may be a solution that only changes `cast_storage` of `Image`.\r\nHowever, I'm not totally sure that the assumptions hold that are made about the `ListArray`.\r\n\r\n```python\r\nelif pa.types.is_list(storage.type):\r\n from .features import Array3DExtensionType\r\n\r\n def get_shapes(arr):\r\n s...
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Remove get_inferred_type from ArrowWriter write_batch
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Inferring the type seems to be unnecessary given that the pyarrow array has already been created. Because pyarrow array creation is sometimes extremely slow this doubles the time write_batch takes.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6781). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Close in favor of #6786." ]
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Fix CI
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Updates the `wmt_t2t` test to pin the `revision` to the version with a loading script (cc @albertvillanova). Additionally, it replaces the occurrences of the `lhoestq/test` repo id with `hf-internal-testing/dataset_with_script` and re-enables logging checks in the `Dataset.from_sql` tests.
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Install dependencies with `uv` in CI
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`diffusers` (https://github.com/huggingface/diffusers/pull/7116) and `huggingface_hub` (https://github.com/huggingface/huggingface_hub/pull/2072) also use `uv` to install their dependencies, so we can do the same here. It seems to make the "Install dependencies" step in the `ubuntu` jobs 5-8x faster and 1.5-2x in th...
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Dataset.to_csv() missing commas in columns with lists
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2024-04-08T15:24:41Z
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### Describe the bug The `to_csv()` method does not output commas in lists. So when the Dataset is loaded back in the data structure of the column with a list is not correct. Here's an example: Obviously, it's not as trivial as inserting commas in the list, since its a comma-separated file. But hopefully there...
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[ "Hello!\r\n\r\nThis is due to how pandas write numpy arrays to csv. [Source](https://stackoverflow.com/questions/54753179/to-csv-saves-np-array-as-string-instead-of-as-a-list)\r\nTo fix this, you can convert them to list yourselves.\r\n\r\n```python\r\ndf = ds.to_pandas()\r\ndf['int'] = df['int'].apply(lambda arr: ...
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.Jsonl metadata not detected
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2024-04-04T06:31:53Z
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### Describe the bug Hi I have the following directory structure: |--dataset | |-- images | |-- metadata1000.csv | |-- metadata1000.jsonl | |-- padded_images Example of metadata1000.jsonl file {"caption": "a drawing depicts a full shot of a black t-shirt with a triangular pattern on the front there is a white...
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[ "Hi! `metadata.jsonl` (or `metadata.csv`) is the only allowed name for the `imagefolder`'s metadata files.", "@mariosasko hey i tried with metadata.jsonl also and it still doesn't get the right columns", "@mariosasko it says metadata.csv not found\r\n<img width=\"1150\" alt=\"image\" src=\"https://github.com/hu...
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IndexError: Invalid key: 0 is out of bounds for size 0
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2024-04-03T17:06:30Z
2024-04-08T01:24:35Z
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### Describe the bug I am trying to fine-tune llama2-7b model in GCP. The notebook I am using for this can be found [here](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/model_garden/model_garden_pytorch_llama2_peft_finetuning.ipynb). When I use the dataset given in the exa...
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[ "Same problem.", "Hi! You should be able to fix this by passing `remove_unused_columns=False` to the `transformers` `TrainingArguments` as explained in https://github.com/huggingface/peft/issues/1299.\r\n\r\n(I'm not familiar with Vertex AI, but I'd assume `remove_unused_columns` can be passed as a flag to the do...
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Generating split is very slow when Image format is PNG
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### Describe the bug When I create a dataset, it gets stuck while generating cached data. The image format is PNG, and it will not get stuck when the image format is jpeg. ![image](https://github.com/huggingface/datasets/assets/22740819/3b888fd8-e6d6-488f-b828-95a8f206a152) After debugging, I know that it is b...
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[ "I think this is due to the speed of reading a `png` image using pillow compared to a `jpg` image.\r\nNotably the same is true with `tiff`, it is even faster than `jpg` in my case." ]
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Dataset on Hub re-downloads every time?
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### Describe the bug Hi, I have a dataset on the hub [here](https://huggingface.co/datasets/manestay/borderlines). It has 1k+ downloads, which I sure is mostly just me and my colleagues working with it. It should have far fewer, since I'm using the same machine with a properly set up HF_HOME variable. However, whene...
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[ "The caching works as expected when I try to reproduce this locally or on Colab...", "hi @mariosasko , Thank you for checking. I also tried running this again just now, and it seems like the `load_dataset()` caches properly (though I'll double check later).\r\n\r\nI think the issue might be in the caching of the ...
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`remove_columns`/`rename_columns` doc fixes
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Use more consistent wording in `remove_columns` to explain why it's faster than `map` and update `remove_columns`/`rename_columns` docstrings to fix in-place calls. Reported in https://github.com/huggingface/datasets/issues/6700
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Datasets FileNotFoundError when trying to generate examples.
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### Discussed in https://github.com/huggingface/datasets/discussions/6768 <div type='discussions-op-text'> <sup>Originally posted by **RitchieP** April 1, 2024</sup> Currently, I have a dataset hosted on Huggingface with a custom script [here](https://huggingface.co/datasets/RitchieP/VerbaLex_voice). I'm loa...
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[ "Hi! I've opened a PR in the repo to fix this issue: https://huggingface.co/datasets/RitchieP/VerbaLex_voice/discussions/6", "@mariosasko Thanks for the PR and help! Guess I could close the issue for now. Appreciate the help!" ]
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6,770
[Bug Report] `datasets==2.18.0` is not compatible with `fsspec==2023.12.2`
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2024-04-01T20:17:48Z
2024-04-11T17:31:44Z
2024-04-11T17:31:44Z
NONE
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### Describe the bug `Datasets==2.18.0` is not compatible with `fsspec==2023.12.2`. I have to downgrade fsspec to `fsspec==2023.10.0` to make `Datasets==2.18.0` work properly. ### Steps to reproduce the bug To reproduce the bug: 1. Make sure that `Datasets==2.18.0` and `fsspec==2023.12.2`. 2. Run the following ...
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https://api.github.com/repos/huggingface/datasets/issues/6770/timeline
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[ "You should be able to fix this by updating `huggingface_hub` with `pip install -U huggingface_hub`. We use this package under the hood to resolve the Hub's files." ]
https://api.github.com/repos/huggingface/datasets/issues/6769
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https://github.com/huggingface/datasets/issues/6769
2,218,242,015
I_kwDODunzps6EN6_f
6,769
(Willing to PR) Datasets with custom python objects
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2024-04-01T13:18:47Z
2024-04-01T13:36:58Z
null
NONE
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### Feature request Hi thanks for the library! I would like to have a huggingface Dataset, and one of its column is custom (non-serializable) Python objects. For example, a minimal code: ``` class MyClass: pass dataset = datasets.Dataset.from_list([ dict(a=MyClass(), b='hello'), ]) ``` It gives...
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