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CI is broken: ImportError: cannot import name 'context' from 'tensorflow.python'
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Python 3.10 CI is broken for `test_py310`. See: https://github.com/huggingface/datasets/actions/runs/6322990957/job/17169678812?pr=6262 ``` FAILED tests/test_py_utils.py::TempSeedTest::test_tensorflow - ImportError: cannot import name 'context' from 'tensorflow.python' (/opt/hostedtoolcache/Python/3.10.13/x64/li...
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tests/conftest.py, tests/_test_patching.py, tests/fixtures/fsspec.py and other files are missing from the PYPI distribution
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[ "Hey, ran into something similar a while back when we were packaging a custom dataset loader for a client at v4.7.x. Turns out, PyPI distributions sometimes skip test files and fixtures like `conftest.py` since they're not critical for runtime—honestly, it's a packaging config thing in `setup.py` or `pyproject.toml...
2026-04-28T20:01:05Z
2026-04-30T14:40:23Z
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### Describe the bug Version: 4.8.5 ### Steps to reproduce the bug n/a ### Expected behavior n/a ### Environment info n/a
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Iterating over values of a column in the IterableDataset
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[ "I'd be in favor of that ! I saw many people implementing their own iterables that wrap a dataset just to iterate on a single column, that would make things more practical.\n\nKinda related: https://github.com/huggingface/datasets/issues/5847", "(For anyone's information, I'm going on vacation for the next 3 week...
2025-01-28T13:17:36Z
2025-05-22T18:00:04Z
2025-05-22T18:00:04Z
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### Feature request I would like to be able to iterate (and re-iterate if needed) over a column of an `IterableDataset` instance. The following example shows the supposed API: ```python def gen(): yield {"text": "Good", "label": 0} yield {"text": "Bad", "label": 1} ds = IterableDataset.from_generator(gen) tex...
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Dataset Viewer issue for Pile of Law
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[ "Hi @Breakend, yes – we'll propose a solution today", "Thanks so much, I appreciate it!", "Thanks so much for adding the docs. I was able to successfully hide the viewer using the \r\n```\r\nviewer: false\r\n```\r\nflag in the README.md of the dataset. I'm closing the issue because this is resolved. Thanks agai...
2022-06-22T02:48:40Z
2022-06-27T07:30:23Z
2022-06-26T22:26:22Z
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### Link https://huggingface.co/datasets/pile-of-law/pile-of-law ### Description Hi, I would like to turn off the dataset viewer for our dataset without enabling access requests. To comply with upstream dataset creator requests/licenses, we would like to make sure that the data is not indexed by search engines...
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Common Voice 8 doesn't show datasets viewer
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[ "Thanks for reporting. I understand it's an error in the dataset script. To reproduce:\r\n\r\n```python\r\n>>> import datasets as ds\r\n>>> split_names = ds.get_dataset_split_names(\"mozilla-foundation/common_voice_8_0\", use_auth_token=\"**********\")\r\nDownloading builder script: 100%|███████████████████████████...
2022-04-27T10:05:20Z
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Allow to choose the `writer_batch_size` when using `save_to_disk`
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[ "We have a config variable that controls the batch size in `save_to_disk`:\r\n```python\r\nimport datasets\r\ndatasets.config.DEFAULT_MAX_BATCH_SIZE = <smaller_batch_size>\r\n...\r\nds.save_to_disk(...)\r\n```", "Thank you for your answer!\r\n\r\nFrom what I am reading in `https://github.com/huggingface/datasets/...
2023-11-15T11:18:34Z
2023-11-16T10:00:21Z
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### Feature request Add an argument in `save_to_disk` regarding batch size, which would be passed to `shard` and other methods. ### Motivation The `Dataset.save_to_disk` method currently calls `shard` without passing a `writer_batch_size` argument, thus implicitly using the default value (1000). This can result in R...
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Filter hangs
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2024-07-25T15:29:05Z
2024-07-25T15:36:59Z
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### Describe the bug When trying to filter my custom dataset, the process hangs, regardless of the lambda function used. It appears to be an issue with the way the Images are being handled. The dataset in question is a preprocessed version of https://huggingface.co/datasets/danaaubakirova/patfig where notably, I hav...
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Why the `conll2003` dataset on huggingface only contains the `en` subset? Where is the German data?
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[ "Thanks for reporting @beyondguo.\r\n\r\nIndeed, we generate this dataset from this raw data file URL: https://data.deepai.org/conll2003.zip\r\nAnd that URL only contains the English version.", "The German data requires payment\r\n\r\nThe [original task page](https://www.clips.uantwerpen.be/conll2003/ner/) states...
2022-04-27T00:53:52Z
2023-07-25T15:10:15Z
2023-07-25T15:10:15Z
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![image](https://user-images.githubusercontent.com/37113676/165416606-96b5db18-b16c-4b6b-928c-de8620fd943e.png) But on huggingface datasets: ![image](https://user-images.githubusercontent.com/37113676/165416649-8fd77980-ca0d-43f0-935e-f398ba8323a4.png) Where is the German data?
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datasets.map pickle issue resulting in invalid mapping function
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[ "Hi ! `map` calls `__getstate__` using `dill` to hash your map function. This is used by the caching mechanism to recover previously computed results. That's why you don't see any `__setstate__` call.\r\n\r\nWhy do you change an attribute of your tokenizer when `__getstate__` is called ?", "@lhoestq because if I ...
2021-06-18T06:47:26Z
2021-06-23T13:47:49Z
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I trained my own tokenizer, and I needed to use a python custom class. Because of this I have to detach the custom step before saving and reattach after restore. I did this using the standard pickle `__get_state__` / `__set_state__` mechanism. I think it's correct but it fails when I use it inside a function which is m...
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1,622,424,174
I_kwDODunzps5gtDpu
5,634
Not all progress bars are showing up when they should for downloading dataset
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[ "Hi! \r\n\r\nBy default, tqdm has `leave=True` to \"keep all traces of the progress bar upon the termination of iteration\". However, we use `leave=False` in some places (as of recently), which removes the bar once the iteration is over.\r\n\r\nI feel like our TQDM bars are noisy, so I think we should always set `l...
2023-03-13T23:04:18Z
2023-10-11T16:30:16Z
2023-10-11T16:30:16Z
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### Describe the bug During downloading the rotten tomatoes dataset, not all progress bars are displayed properly. This might be related to [this ticket](https://github.com/huggingface/datasets/issues/5117) as it raised the same concern but its not clear if the fix solves this issue too. ipywidgets <img width=...
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853,181,564
MDU6SXNzdWU4NTMxODE1NjQ=
2,190
News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs
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[ "Hi @anassalamah,\r\n\r\nCould you please try with this:\r\n```python\r\ntrain_ds = load_dataset(\"news_commentary\", lang1=\"ar\", lang2=\"en\", split='train[:98%]')\r\nval_ds = load_dataset(\"news_commentary\", lang1=\"ar\", lang2=\"en\", split='train[98%:]')\r\n```", "Hello @albertvillanova, \r\n\r\nThanks for...
2021-04-08T07:53:43Z
2021-05-24T10:03:55Z
2021-05-24T10:03:55Z
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I used load_dataset to load the news_commentary dataset for "ar-en" translation pairs but found translations from Arabic to Hindi. ``` train_ds = load_dataset("news_commentary", "ar-en", split='train[:98%]') val_ds = load_dataset("news_commentary", "ar-en", split='train[98%:]') # filtering out examples that a...
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"One or several metadata. were found, but not in the same directory or in a parent directory"
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[ "Also unrelated but still: https://huggingface.co/docs/datasets/image_dataset#generate-the-dataset\r\n```If your loading script passed the test, you should now have a dataset_infos.json file in your dataset folder.```\r\nIt's not the case anymore as it's now in the readme.md, it was confusing to me", "And here is...
2022-11-02T22:46:25Z
2022-11-03T13:39:16Z
2022-11-03T13:35:44Z
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### Describe the bug When loading my own dataset, on loading it I get an error. Here is my dataset link: https://huggingface.co/datasets/corentinm7/MyoQuant-SDH-Data And the error after loading with: ```python from datasets import load_dataset load_dataset("corentinm7/MyoQuant-SDH-Data") ``` ```python Downlo...
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1,764
Connection Issues
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[ "Academic WIFI was blocking." ]
2021-01-21T20:56:09Z
2021-01-21T21:00:19Z
2021-01-21T21:00:02Z
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Today, I am getting connection issues while loading a dataset and the metric. ``` Traceback (most recent call last): File "src/train.py", line 180, in <module> train_dataset, dev_dataset, test_dataset = create_race_dataset() File "src/train.py", line 130, in create_race_dataset train_dataset = load_da...
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TypeError: Couldn't cast array of type string to null in long json
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[ "I am encountering this same issue. It seems that the library manages to recognise an optional column (but not **exclusively** null) if there is at least one non-null instance within the same file. For example, given a `test_0.jsonl` file:\r\n```json\r\n{\"a\": \"a1\", \"b\": \"b1\", \"c\": null, \"d\": null}\r\n{\...
2024-10-12T08:14:59Z
2025-09-26T11:54:48Z
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### Describe the bug In general, changing the type from string to null is allowed within a dataset — there are even examples of this in the documentation. However, if the dataset is large and unevenly distributed, this allowance stops working. The schema gets locked in after reading a chunk. Consequently, if al...
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1,116,519,670
I_kwDODunzps5CjLz2
3,644
Add a GROUP BY operator
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[ "Hi ! At the moment you can use `to_pandas()` to get a pandas DataFrame that supports `group_by` operations (make sure your dataset fits in memory though)\r\n\r\nWe use Arrow as a back-end for `datasets` and it doesn't have native group by (see https://github.com/apache/arrow/issues/2189) unfortunately.\r\n\r\nI ju...
2022-01-27T16:57:54Z
2025-01-28T11:39:48Z
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**Is your feature request related to a problem? Please describe.** Using batch mapping, we can easily split examples. However, we lack an appropriate option for merging them back together by some key. Consider this example: ```python # features: # { # "example_id": datasets.Value("int32"), # "text": datas...
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6,031
Argument type for map function changes when using `input_columns` for `IterableDataset`
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[ "Yes, this is intended." ]
2023-07-14T05:11:14Z
2023-07-14T14:44:15Z
2023-07-14T14:44:15Z
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### Describe the bug I wrote `tokenize(examples)` function as an argument for `map` function for `IterableDataset`. It process dictionary type `examples` as a parameter. It is used in `train_dataset = train_dataset.map(tokenize, batched=True)` No error is raised. And then, I found some unnecessary keys and val...
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878
Loading Data From S3 Path in Sagemaker
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[ "This would be a neat feature", "> neat feature\r\n\r\nI dint get these clearly, can you please elaborate like how to work on these ", "It could maybe work almost out of the box just by using `cached_path` in the text/csv/json scripts, no?", "Thanks thomwolf and julien-c\r\n\r\nI'm still confusion on what you...
2020-11-23T09:17:22Z
2020-12-23T09:53:08Z
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In Sagemaker Im tring to load the data set from S3 path as follows `train_path = 's3://xxxxxxxxxx/xxxxxxxxxx/train.csv' valid_path = 's3://xxxxxxxxxx/xxxxxxxxxx/validation.csv' test_path = 's3://xxxxxxxxxx/xxxxxxxxxx/test.csv' data_files = {} data_files["train"] = train_path data_files...
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6,179
Map cache with tokenizer
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[ "https://github.com/huggingface/datasets/issues/5147 may be a solution, by passing in the tokenizer in a fn_kwargs and ignoring it in the fingerprint calculations", "I have a similar issue. I was using a Jupyter Notebook and every time I call the map function it performs tokenization from scratch again although t...
2023-08-25T12:55:18Z
2023-08-31T15:17:24Z
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Similar issue to https://github.com/huggingface/datasets/issues/5985, but across different sessions rather than two calls in the same session. Unlike that issue, explicitly calling tokenizer(my_args) before the map() doesn't help, because the tokenizer was created with a different hash to begin with... setup ```...
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4,325
Dataset Viewer issue for strombergnlp/offenseval_2020, strombergnlp/polstance
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[ "Not sure if it's related... I was going to raise an issue for https://huggingface.co/datasets/domenicrosati/TruthfulQA which also has the same issue... https://huggingface.co/datasets/domenicrosati/TruthfulQA/viewer/domenicrosati--TruthfulQA/train \r\n\r\n", "Yes, it's related. The backend behind the dataset vie...
2022-05-12T10:59:08Z
2022-05-13T10:57:15Z
2022-05-13T10:57:02Z
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### Link https://huggingface.co/datasets/strombergnlp/offenseval_2020/viewer/ar/train ### Description The viewer isn't running for these two datasets. I left it overnight because a wait sometimes helps things get loaded, and the error messages have all gone, but the datasets are still turning up blank in viewer. May...
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831,135,704
MDU6SXNzdWU4MzExMzU3MDQ=
2,052
Timit_asr dataset repeats examples
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[ "Hi,\r\n\r\nthis was fixed by #1995, so you can wait for the next release or install the package directly from the master branch with the following command: \r\n```bash\r\npip install git+https://github.com/huggingface/datasets\r\n```", "Ty!" ]
2021-03-14T11:43:43Z
2021-03-15T10:37:16Z
2021-03-15T10:37:16Z
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Summary When loading timit_asr dataset on datasets 1.4+, every row in the dataset is the same Steps to reproduce As an example, on this code there is the text from the training part: Code snippet: ``` from datasets import load_dataset, load_metric timit = load_dataset("timit_asr") timit['train']['text']...
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2,615,862,202
I_kwDODunzps6b6uO6
7,253
Unable to upload a large dataset zip either from command line or UI
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2024-10-26T13:17:06Z
2024-10-26T13:17:06Z
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### Describe the bug Unable to upload a large dataset zip from command line or UI. UI simply says error. I am trying to a upload a tar.gz file of 17GB. <img width="550" alt="image" src="https://github.com/user-attachments/assets/f9d29024-06c8-49c4-a109-0492cff79d34"> <img width="755" alt="image" src="https://githu...
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1,099,070,368
I_kwDODunzps5Bgnug
3,563
Dataset.from_pandas preserves useless index
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[ "Hi! That makes sense. Sure, feel free to open a PR! Just a small suggestion: let's make `preserve_index` a parameter of `Dataset.from_pandas` (which we then pass to `InMemoryTable.from_pandas`) with `None` as a default value to not have this as a breaking change. " ]
2022-01-11T12:07:07Z
2022-01-12T16:11:27Z
2022-01-12T16:11:27Z
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## Describe the bug Let's say that you want to create a Dataset object from pandas dataframe. Most likely you will write something like this: ``` import pandas as pd from datasets import Dataset df = pd.read_csv('some_dataset.csv') # Some DataFrame preprocessing code... dataset = Dataset.from_pandas(df) `...
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2,208,494,302
I_kwDODunzps6DovLe
6,758
Passing `sample_by` to `load_dataset` when loading text data does not work
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[ "Thanks for reporting! We are working on a fix." ]
2024-03-26T14:55:33Z
2024-04-09T11:27:59Z
2024-04-09T11:27:59Z
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### Describe the bug I have a dataset that consists of a bunch of text files, each representing an example. There is an undocumented `sample_by` argument for the `TextConfig` class that is used by `Text` to decide whether to split files into lines, paragraphs or take them whole. Passing `sample_by=“document”` to `load...
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1,306,389,656
I_kwDODunzps5N3eyY
4,691
Dataset Viewer issue for rajistics/indian_food_images
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[ "Hi, thanks for reporting. I triggered a refresh of the preview for this dataset, and it works now. I'm not sure what occurred.\r\n<img width=\"1019\" alt=\"Capture d’écran 2022-07-18 à 11 01 52\" src=\"https://user-images.githubusercontent.com/1676121/179541327-f62ecd5e-a18a-4d91-b316-9e2ebde77a28.png\">\r\n\r\n...
2022-07-15T19:03:15Z
2022-07-18T15:02:03Z
2022-07-18T15:02:03Z
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### Link https://huggingface.co/datasets/rajistics/indian_food_images/viewer/rajistics--indian_food_images/train ### Description I have a train/test split in my dataset <img width="410" alt="Screen Shot 2022-07-15 at 11 44 42 AM" src="https://user-images.githubusercontent.com/6808012/179293215-7b419ec3-3527-46f2-8...
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2,620,510,840
I_kwDODunzps6cMdJ4
7,261
Cannot load the cache when mapping the dataset
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[ "@zhangn77 Hi ,have you solved this problem? I encountered the same issue during training. Could we discuss it?", "I also encountered the same problem, why is that?" ]
2024-10-29T08:29:40Z
2025-03-24T13:27:55Z
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### Describe the bug I'm training the flux controlnet. The train_dataset.map() takes long time to finish. However, when I killed one training process and want to restart a new training with the same dataset. I can't reuse the mapped result even I defined the cache dir for the dataset. with accelerator.main_process_...
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1,032,100,613
I_kwDODunzps49hJsF
3,127
datasets-cli: convertion of a tfds dataset to a huggingface one.
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[ "Hi,\r\n\r\nthe MNIST dataset is already available on the Hub. You can use it as follows:\r\n```python\r\nimport datasets\r\ndataset_dict = datasets.load_dataset(\"mnist\")\r\n```\r\n\r\nAs for the conversion of TFDS datasets to HF datasets, we will be working on it in the coming months, so stay tuned." ]
2021-10-21T06:14:27Z
2021-10-27T11:36:05Z
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### Discussed in https://github.com/huggingface/datasets/discussions/3079 <div type='discussions-op-text'> <sup>Originally posted by **vitalyshalumov** October 14, 2021</sup> I'm trying to convert a tfds dataset to a huggingface one. I've tried: 1. datasets-cli convert --tfds_path ~/tensorflow_datas...
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1,357,193,841
I_kwDODunzps5Q5SJx
4,917
Keys mismatch: make error message more informative
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[ "Good idea ! I think this can be improved in `Features.reorder_fields_as()` indeed at\r\n\r\nhttps://github.com/huggingface/datasets/blob/7feeb5648a63b6135a8259dedc3b1e19185ee4c7/src/datasets/features/features.py#L1739-L1740\r\n\r\nIs it something you would be interested in contributing ?", "Is this open to work ...
2022-08-31T11:24:34Z
2022-09-05T08:43:38Z
2022-09-05T08:43:38Z
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**Is your feature request related to a problem? Please describe.** When loading a dataset from disk with a defect in its `dataset_info.json` describing its features (I don’t know when/why/how this happens but it deserves its own issue), you will get an error message like: `ValueError: Keys mismatch: between {'bar': V...
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1,422,371,748
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5,161
Dataset can’t cache model’s outputs
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[ "Addressed in https://github.com/huggingface/datasets/pull/5191 (torch.Tensor objects now produce deterministic hashes)" ]
2022-10-25T12:19:00Z
2022-11-03T16:12:52Z
2022-11-03T16:12:51Z
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### Describe the bug Hi, I try to cache some outputs of teacher model( Knowledge Distillation ) by using map function of Dataset library, while every time I run my code, I still recompute all the sequences. I tested Bert Model like this, I got different hash every single run, so any idea to deal with this? ### Ste...
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2,439,519,534
I_kwDODunzps6RaB0u
7,084
More easily support streaming local files
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2024-07-31T09:03:15Z
2024-07-31T09:05:58Z
null
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CONTRIBUTOR
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### Feature request Simplify downloading and streaming datasets locally. Specifically, perhaps add an option to `load_dataset(..., streaming="download_first")` or add better support for streaming symlinked or arrow files. ### Motivation I have downloaded FineWeb-edu locally and currently trying to stream the d...
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https://api.github.com/repos/huggingface/datasets/issues/8204
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4,460,017,531
I_kwDODunzps8AAAABCdZ3ew
8,204
Please enable Private Vulnerability Reporting
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2026-05-16T13:28:01Z
2026-05-16T13:28:01Z
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Hi datasets team, I have a security finding in datasets that I would like to disclose privately. GitHub Private Vulnerability Reporting is currently disabled on this repo. Could you turn it on? It's at Settings > Security > Code security and analysis > Private vulnerability reporting. Once enabled I will file the ful...
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2,587,310,094
I_kwDODunzps6aNzgO
7,228
Composite (multi-column) features
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2024-10-14T23:59:19Z
2024-10-15T11:17:15Z
null
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CONTRIBUTOR
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### Feature request Structured data types (graphs etc.) might often be most efficiently stored as multiple columns, which then need to be combined during feature decoding Although it is currently possible to nest features as structs, my impression is that in particular when dealing with e.g. a feature composed of...
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1,235,067,062
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4,346
GH Action to build documentation never ends
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2022-05-13T10:44:44Z
2022-05-13T11:22:00Z
2022-05-13T11:22:00Z
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## Describe the bug See: https://github.com/huggingface/datasets/runs/6418035586?check_suite_focus=true I finally forced the cancel of the workflow.
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1,328,593,929
I_kwDODunzps5PMLwJ
4,792
Add DocVQA
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[ "Thanks for proposing, @NielsRogge.\r\n\r\nPlease, note this dataset requires registering in their website and their Terms and Conditions state we cannot distribute their URL:\r\n```\r\n1. You will NOT distribute the download URLs\r\n...\r\n```" ]
2022-08-04T13:07:26Z
2022-08-08T05:31:20Z
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## Adding a Dataset - **Name:** DocVQA - **Description:** Document Visual Question Answering (DocVQA) seeks to inspire a “purpose-driven” point of view in Document Analysis and Recognition research, where the document content is extracted and used to respond to high-level tasks defined by the human consumers of this ...
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1,139,545,613
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3,730
Checksum Error when loading multi-news dataset
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[ "Thanks for reporting @byw2.\r\nWe are fixing it.\r\nIn the meantime, you can load the dataset by passing `ignore_verifications=True`:\r\n ```python\r\ndataset = load_dataset(\"multi_news\", ignore_verifications=True)" ]
2022-02-16T05:11:08Z
2022-02-16T20:05:06Z
2022-02-16T08:48:46Z
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## Describe the bug When using the load_dataset function from datasets module to load the Multi-News dataset, does not load the dataset but throws Checksum Error instead. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("multi_news") ``` ## Expected results ...
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3,334
Integrate Polars library
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[ "If possible, a neat API could be something like `Dataset.to_polars()`, as well as `Dataset.set_format(\"polars\")`", "Note they use a \"custom\" implementation of Arrow: [Arrow2](https://github.com/jorgecarleitao/arrow2).", "Polars has grown rapidly in popularity over the last year - could you consider integra...
2021-11-29T12:31:54Z
2024-08-31T05:31:28Z
2024-08-31T05:31:27Z
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Check potential integration of the Polars library: https://github.com/pola-rs/polars - Benchmark: https://h2oai.github.io/db-benchmark/ CC: @thomwolf @lewtun
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5,221
Cannot push
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[ "Did you run `huggingface-cli lfs-enable-largefiles` before committing or before adding ? Maybe you can try before adding\r\n\r\nAnyway I'd encourage you to split your data into several TAR archives if possible, this way the dataset can loaded faster using multiprocessing (by giving each process a subset of shards ...
2022-11-09T15:32:05Z
2022-11-10T18:11:21Z
2022-11-10T18:11:11Z
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### Describe the bug I am facing the issue when I try to push the tar.gz file around 11G to HUB. ``` (venv) ╭─laptop@laptop ~/PersonalProjects/data/ulaanbal_v0 ‹main●› ╰─$ du -sh * 4.0K README.md 13G data 516K test.jsonl 18M train.jsonl 4.0K ulaanbal_v0.py 11G ulaanbal_v0.tar.gz 452K validation.jsonl...
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619
Mistakes in MLQA features names
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[ "Indeed you're right ! Thanks for reporting that\r\n\r\nCould you open a PR to fix the features names ?" ]
2020-09-11T20:46:23Z
2020-09-16T06:59:19Z
2020-09-16T06:59:19Z
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I think the following features in MLQA shouldn't be named the way they are: 1. `questions` (should be `question`) 2. `ids` (should be `id`) 3. `start` (should be `answer_start`) The reasons I'm suggesting these features be renamed are: * To make them consistent with other QA datasets like SQuAD, XQuAD, TyDiQA et...
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Loading local dataset raise requests.exceptions.ConnectTimeout
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[ "Hi ! Thanks for reporting. This was indeed a bug introduced when we moved the `json` dataset loader inside the `datasets` package (before that, the `json` loader was fetched online, as all the other dataset scripts).\r\n\r\nThis should be fixed on master now. Feel free to install `datasets` from source to try it o...
2021-02-04T05:55:23Z
2022-06-01T15:38:42Z
2022-06-01T15:38:42Z
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Load local dataset: ``` dataset = load_dataset('json', data_files=["../../data/json.json"]) train = dataset["train"] print(train.features) train1 = train.map(lambda x: {"labels": 1}) print(train1[:2]) ``` but it raised requests.exceptions.ConnectTimeout: ``` /Users/littlely/myvirtual/tf2/bin/python3.7 /Us...
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Add with_rank to Dataset.from_generator
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2024-10-10T12:15:29Z
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### Feature request Add `with_rank` to `Dataset.from_generator` similar to `Dataset.map` and `Dataset.filter`. ### Motivation As for `Dataset.map` and `Dataset.filter`, this is useful when creating cache files using multi-GPU, where the rank can be used to select GPU IDs. For now, rank can be added in the `ge...
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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
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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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datasets map `cache_file_name` does not work
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[ "Unfortunately, I'm unable to reproduce this error. Can you share the reproducer?", "```\r\nds = datasets.Dataset.from_dict(dict(a=[i for i in range(100)]))\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_name=\"/tmp/whatever-fn\") # this worked\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_na...
2024-01-18T23:08:30Z
2024-01-28T04:01:15Z
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### Describe the bug In the documentation `datasets.Dataset.map` arg `cache_file_name` is said to be a string, but it doesn't work. ### Steps to reproduce the bug 1. pick a dataset 2. write a map function 3. do `ds.map(..., cache_file_name='some_filename')` 4. it crashes ### Expected behavior It will tell you t...
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6,039
Loading column subset from parquet file produces error since version 2.13
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2023-07-16T09:13:07Z
2023-07-24T14:35:04Z
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### Describe the bug `load_dataset` allows loading a subset of columns from a parquet file with the `columns` argument. Since version 2.13, this produces the following error: ``` Traceback (most recent call last): File "/usr/lib/python3.10/site-packages/datasets/builder.py", line 1879, in ...
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Question (potential issue?) related to datasets caching
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[ "An educated guess: does this refer to the fact that depending on the custom column names in the dataset files (csv in this case), there is a dataset loader being created? and this dataset loader - using the \"custom data configuration\" is used among all jobs running using this particular csv files? (thinking out ...
2021-04-08T00:16:28Z
2023-01-03T18:30:38Z
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I thought I had disabled datasets caching in my code, as follows: ``` from datasets import set_caching_enabled ... def main(): # disable caching in datasets set_caching_enabled(False) ``` However, in my log files I see messages like the following: ``` 04/07/2021 18:34:42 - WARNING - datasets.build...
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Add Qdrant as another search index
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[ "@mariosasko I'd appreciate your feedback on this. " ]
2023-04-03T14:25:19Z
2023-04-11T10:28:40Z
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### Feature request I'd suggest adding Qdrant (https://qdrant.tech) as another search index available, so users can directly build an index from a dataset. Currently, FAISS and ElasticSearch are only supported: https://huggingface.co/docs/datasets/faiss_es ### Motivation ElasticSearch is a keyword-based search syst...
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Easy way to segment into 30s snippets given an m4a file and a vtt file
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[ "Hi! Non-generic data processing is out of this library's scope, so it's downstream libraries/users' responsibility to implement such logic.", "That's fair. Thanks" ]
2024-01-17T17:51:40Z
2024-01-23T10:42:17Z
2024-01-22T15:35:49Z
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### Feature request Uploading datasets is straightforward thanks to the ability to push Audio to hub. However, it would be nice if the data (text and audio) could be segmented when being pushed (if not possible already). ### Motivation It's easy to create a vtt file from an audio file. If there could be auto-segment...
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better correspondence between cached and saved datasets created using from_generator
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[ "Until this lands, in case anyone needs this, I made this helper (based on HF sources) that merely serializes the metadata from a dataset, thus allowing to bypass the completely redundant additional save.\n\n```python\nimport json\nimport posixpath\nimport os\nfrom typing import Optional\nfrom fsspec.core import ur...
2025-02-24T22:14:37Z
2026-01-05T15:16:35Z
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### Feature request At the moment `.from_generator` can only create a dataset that lives in the cache. The cached dataset cannot be loaded with `load_from_disk` because the cache folder is missing `state.json`. So the only way to convert this cached dataset to a regular is to use `save_to_disk` which needs to create a...
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Sequence of array not supported for most dtype
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[ "Related, `float16` is the only dtype not supported by `Array2D` (probably by every `ArrayND`):\r\n\r\n```python\r\nfrom datasets import Array2D, Features, Dataset\r\n\r\nimport numpy as np\r\n\r\nfor dtype in [\r\n \"bool\", # ok\r\n \"int8\", # ok\r\n \"int16\", # ok\r\n \"int32\", # ok\r\n \"i...
2023-06-08T18:18:07Z
2023-06-14T15:03:34Z
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### Describe the bug Create a dataset composed of sequence of array fails for most dtypes (see code below). ### Steps to reproduce the bug ```python from datasets import Sequence, Array2D, Features, Dataset import numpy as np for dtype in [ "bool", # ok "int8", # failed "int16", # failed ...
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674
load_dataset() won't download in Windows
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[ "I have the same issue. Tried to download a few of them and not a single one is downloaded successfully.\r\n\r\nThis is the output:\r\n```\r\n>>> dataset = load_dataset('blended_skill_talk', split='train')\r\nUsing custom data configuration default <-- This step never ends\r\n```", "This was fixed i...
2020-09-27T03:56:25Z
2020-10-05T08:28:18Z
2020-10-05T08:28:18Z
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I don't know if this is just me or Windows. Maybe other Windows users can chime in if they don't have this problem. I've been trying to get some of the tutorials working on Windows, but when I use the load_dataset() function, it just stalls and the script keeps running indefinitely without downloading anything. I've wa...
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I_kwDODunzps57Wf6F
6,566
I train controlnet_sdxl in bf16 datatype, got unsupported ERROR in datasets
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[ "I also see the same error and get passed it by casting that line to float. \r\n\r\nso `for x in obj.detach().cpu().numpy()` becomes `for x in obj.detach().to(torch.float).cpu().numpy()`\r\n\r\nI got the idea from [this ](https://github.com/kohya-ss/sd-webui-additional-networks/pull/128/files) PR where someone was...
2024-01-08T02:37:03Z
2024-06-02T14:24:39Z
2024-05-17T09:40:14Z
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### Describe the bug ``` Traceback (most recent call last): File "train_controlnet_sdxl.py", line 1252, in <module> main(args) File "train_controlnet_sdxl.py", line 1013, in main train_dataset = train_dataset.map(compute_embeddings_fn, batched=True, new_fingerprint=new_fingerprint) File "/home/mini...
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1,021,944,435
I_kwDODunzps486aJz
3,052
load_dataset cannot download the data and hangs on forever if cache dir specified
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[ "Issue was environment inconsistency, updating packages did the trick\r\n\r\n`conda install -c huggingface -c conda-forge datasets`\r\n\r\n> Collecting package metadata (current_repodata.json): done\r\n> Solving environment: |\r\n> The environment is inconsistent, please check the package plan carefully\r\n> The fo...
2021-10-10T10:31:36Z
2021-10-11T10:57:09Z
2021-10-11T10:56:36Z
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## Describe the bug After updating datasets, a code that ran just fine for ages began to fail. Specifying _datasets.load_dataset_'s _cache_dir_ optional argument on Windows 10 machine results in data download to hang on forever. Same call without cache_dir works just fine. Surprisingly exact same code just runs perfec...
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2,977,453,814
I_kwDODunzps6xeFb2
7,502
`load_dataset` of size 40GB creates a cache of >720GB
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[ "Hi ! Parquet is a compressed format. When you load a dataset, it uncompresses the Parquet data into Arrow data on your disk. That's why you can indeed end up with 720GB of uncompressed data on disk. The uncompression is needed to enable performant dataset objects (especially for random access).\n\nTo save some sto...
2025-04-07T16:52:34Z
2025-04-15T15:22:12Z
2025-04-15T15:22:11Z
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Hi there, I am trying to load a dataset from the Hugging Face Hub and split it into train and validation splits. Somehow, when I try to do it with `load_dataset`, it exhausts my disk quota. So, I tried manually downloading the parquet files from the hub and loading them as follows: ```python ds = DatasetDict( ...
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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
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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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2,400,192,419
I_kwDODunzps6PEAej
7,037
A bug of Dataset.to_json() function
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[ "Thanks for reporting, @LinglingGreat.\r\n\r\nI confirm this is a bug.", "@albertvillanova I would like to take a shot at this if you aren't working on it currently. Let me know!" ]
2024-07-10T09:11:22Z
2024-09-22T13:16:07Z
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### Describe the bug When using the Dataset.to_json() function, an unexpected error occurs if the parameter is set to lines=False. The stored data should be in the form of a list, but it actually turns into multiple lists, which causes an error when reading the data again. The reason is that to_json() writes to the f...
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1,348,495,777
I_kwDODunzps5QYGmh
4,881
Language names and language codes: connecting to a big database (rather than slow enrichment of custom list)
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[ "Thanks for opening this discussion, @alexis-michaud.\r\n\r\nAs the language validation procedure is shared with other Hugging Face projects, I'm tagging them as well.\r\n\r\nCC: @huggingface/moon-landing ", "on the Hub side, there is not fine grained validation we just check that `language:` contains an array of...
2022-08-23T20:14:24Z
2024-04-22T15:57:28Z
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**The problem:** Language diversity is an important dimension of the diversity of datasets. To find one's way around datasets, being able to search by language name and by standardized codes appears crucial. Currently the list of language codes is [here](https://github.com/huggingface/datasets/blob/main/src/datase...
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I_kwDODunzps5OuY3E
4,759
Dataset Viewer issue for Toygar/turkish-offensive-language-detection
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[ "I refreshed the dataset viewer manually, it's fixed now. Sorry for the inconvenience.\r\n<img width=\"1557\" alt=\"Capture d’écran 2022-07-28 à 09 17 39\" src=\"https://user-images.githubusercontent.com/1676121/181514666-92d7f8e1-ddc1-4769-84f3-f1edfdb902e8.png\">\r\n\r\n" ]
2022-07-28T11:21:43Z
2022-07-28T13:17:56Z
2022-07-28T13:17:48Z
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### Link https://huggingface.co/datasets/Toygar/turkish-offensive-language-detection ### Description Status code: 400 Exception: Status400Error Message: The dataset does not exist. Hi, I provided train.csv, test.csv and valid.csv files. However, viewer says dataset does not exist. Should I n...
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Filter on dataset too much slowww
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[ "When I use the filter on the arrow table directly, it works like butter. But I can't find a way to update the table in `Dataset` object.\r\n\r\n```\r\nds_table = dataset.data.filter(mask=dataset['flag'])\r\n```", "@thomwolf @lhoestq can you guys please take a look and recommend some solution.", "Hi ! Currently...
2021-01-30T04:09:19Z
2026-04-23T22:01:21Z
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I have a dataset with 50M rows. For pre-processing, I need to tokenize this and filter rows with the large sequence. My tokenization took roughly 12mins. I used `map()` with batch size 1024 and multi-process with 96 processes. When I applied the `filter()` function it is taking too much time. I need to filter se...
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2,251,076,197
I_kwDODunzps6GLLJl
6,824
Winogrande does not seem to be compatible with datasets version of 1.18.0
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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!" ]
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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2,507,738,308
I_kwDODunzps6VeQzE
7,138
Cache only changed columns?
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[ "so I guess a workaround to this is to simply remove all columns except the ones to cache and then add them back with `concatenate_datasets(..., axis=1)`.", "yes this is the right workaround. We're keeping the cache like this to make it easier for people to delete intermediate cache files" ]
2024-09-05T12:56:47Z
2024-09-20T13:27:20Z
null
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CONTRIBUTOR
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### Feature request Cache only the actual changes to the dataset i.e. changed columns. ### Motivation I realized that caching actually saves the complete dataset again. This is especially problematic for image datasets if one wants to only change another column e.g. some metadata and then has to save 5 TB again. #...
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1,330,889,854
I_kwDODunzps5PU8R-
4,799
video dataset loader/parser
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[ "Hi! We've just started discussing the video support in `datasets` (decoding backends, video feature type, etc.), so I believe we should have something tangible by the end of this year.\r\n\r\nAlso, if you have additional video features in mind that you would like to see, feel free to let us know", "Coool thanks ...
2022-08-07T01:54:12Z
2023-10-01T00:08:31Z
2022-08-09T16:42:51Z
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CONTRIBUTOR
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you know how you can [use `load_dataset` with any arbitrary csv file](https://huggingface.co/docs/datasets/loading#csv)? and you can also [use it to load a local image dataset](https://huggingface.co/docs/datasets/image_load#local-files)? could you please add functionality to load a video dataset? it would be really...
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1,021,360,616
I_kwDODunzps484Lno
3,047
Loading from cache a dataset for LM built from a text classification dataset sometimes errors
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[ "This has been fixed in 1.15, let me know if you still have this issue" ]
2021-10-08T18:23:11Z
2021-11-03T17:13:08Z
2021-11-03T17:13:08Z
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## Describe the bug Yes, I know, that description sucks. So the problem is arising in the course when we build a masked language modeling dataset using the IMDB dataset. To reproduce (or try since it's a bit fickle). Create a dataset for masled-language modeling from the IMDB dataset. ```python from datasets ...
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726,366,062
MDU6SXNzdWU3MjYzNjYwNjI=
749
[XGLUE] Adding new dataset
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[ "Amazing! ", "Small poll @thomwolf @yjernite @lhoestq @JetRunner @qiweizhen .\r\n\r\nAs stated in the XGLUE paper: https://arxiv.org/pdf/2004.01401.pdf , for each of the 11 down-stream tasks training data is only available in English, whereas development and test data is available in multiple different language ...
2020-10-21T10:51:36Z
2022-09-30T11:35:30Z
2021-01-06T10:02:55Z
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XGLUE is a multilingual GLUE like dataset propesed in this [paper](https://arxiv.org/pdf/2004.01401.pdf). I'm planning on adding the dataset to the library myself in a couple of weeks. Also tagging @JetRunner @qiweizhen in case I need some guidance
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2,662,244,643
I_kwDODunzps6erqEj
7,291
Why return_tensors='pt' doesn't work?
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[ "Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If you want to get torch tensors back, you need to do `dataset = dataset.with_format(\"torch\")`", "> Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If ...
2024-11-15T15:01:23Z
2024-11-18T13:47:08Z
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### Describe the bug I tried to add input_ids to dataset with map(), and I used the return_tensors='pt', but why I got the callback with the type of List? ![image](https://github.com/user-attachments/assets/ab046e20-2174-4e91-9cd6-4a296a43e83c) ### Steps to reproduce the bug ![image](https://github.com/user-attac...
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1,319,464,409
I_kwDODunzps5OpW3Z
4,752
DatasetInfo issue when testing multiple configs: mixed task_templates
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[ "I've narrowed down the issue to the `dataset_module_factory` which already creates a `dataset_infos.json` file down in the `.cache/modules/dataset_modules/..` folder. That JSON file already contains the wrong task_templates for `unfiltered`.", "Ugh. Found the issue: apparently `datasets` was reusing the already ...
2022-07-27T12:04:54Z
2022-08-08T18:20:50Z
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## Describe the bug When running the `datasets-cli test` it would seem that some config properties in a DatasetInfo get mangled, leading to issues, e.g., about the ClassLabel. ## Steps to reproduce the bug In summary, what I want to do is create three configs: - unfiltered: no classlabel, no tasks. Gets data fr...
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1,560,853,137
I_kwDODunzps5dCLqR
5,482
Reload features from Parquet metadata
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[ "I'd be happy to have a look, if nobody else has started working on this yet @lhoestq. \r\n\r\nIt seems to me that for the `arrow` format features are currently attached as metadata [in `datasets.arrow_writer`](https://github.com/huggingface/datasets/blob/5f810b7011a8a4ab077a1847c024d2d9e267b065/src/datasets/arrow_...
2023-01-28T13:12:31Z
2023-02-12T15:57:02Z
2023-02-12T15:57:02Z
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The idea would be to allow this : ```python ds.to_parquet("my_dataset/ds.parquet") reloaded = load_dataset("my_dataset") assert ds.features == reloaded.features ``` And it should also work with Image and Audio types (right now they're reloaded as a dict type) This can be implemented by storing and reading th...
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I_kwDODunzps5FWJsw
3,869
Making the Hub the place for datasets in Portuguese
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[ "Hi @omarespejel! I think the philosophy for `datasets` issues is to create concrete issues with proposals to add a specific, individual dataset rather than umbrella issues for things such as datasets for a language, since we could end up with hundreds of issues (one per language). I see NILC - USP has many dataset...
2022-03-09T03:06:18Z
2022-03-09T09:04:09Z
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Let's make Hugging Face Datasets the central hub for datasets in Portuguese :) **Motivation**. Datasets are currently quite scattered and an open-source central point such as the Hugging Face Hub would be ideal to support the growth of the Portuguese speaking community. What are some datasets in Portuguese worth ...
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https://api.github.com/repos/huggingface/datasets/issues/5918
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1,735,313,549
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File not found for audio dataset
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[ "load_dataset () did not work for loading local files either ", "Running into a similar issue:\n```\nlibrispeech_test = load_dataset(\"librispeech\", split=\"validation.clean\")\nprint(librispeech_test[0])\n\n{'audio': {'path': '/Users/atronchinjames/.cache/huggingface/datasets/downloads/extracted/991033b10b2fdbb...
2023-06-01T02:15:29Z
2026-01-08T03:07:49Z
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### Describe the bug After loading an audio dataset, and looking at a sample entry, the `path` element, which is supposed to be the path to the audio file, doesn't actually exist. ### Steps to reproduce the bug Run bug.py: ```py import os.path from datasets import load_dataset def run() -> None: cv1...
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4,878
[not really a bug] `identical_ok` is deprecated in huggingface-hub's `upload_file`
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[ "Resolved via https://github.com/huggingface/datasets/pull/4937." ]
2022-08-23T17:09:55Z
2022-09-13T14:00:06Z
2022-09-13T14:00:05Z
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In the huggingface-hub dependency, the `identical_ok` argument has no effect in `upload_file` (and it will be removed soon) See https://github.com/huggingface/huggingface_hub/blob/43499582b19df1ed081a5b2bd7a364e9cacdc91d/src/huggingface_hub/hf_api.py#L2164-L2169 It's used here: https://github.com/huggingfac...
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`GeneratorBasedBuilder` does not support `None` values
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[ "Hi,\r\n\r\nthanks for reporting and providing a minimal reproducible example. \r\n\r\nThis line of the PR I've linked in our discussion on the Forum will add support for `None` values:\r\nhttps://github.com/huggingface/datasets/blob/a53de01842aac65c66a49b2439e18fa93ff73ceb/src/datasets/features/features.py#L835\r\...
2021-11-11T19:51:21Z
2021-12-09T14:26:58Z
2021-12-09T14:26:58Z
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## Describe the bug `GeneratorBasedBuilder` does not support `None` values. ## Steps to reproduce the bug See [this repository](https://github.com/pavel-lexyr/huggingface-datasets-bug-reproduction) for minimal reproduction. ## Expected results Dataset is initialized with a `None` value in the `value` column. ...
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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
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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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CI is broken after ruff-0.5.0: E721
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After ruff-0.5.0 release (https://github.com/astral-sh/ruff/releases/tag/0.5.0), our CI is broken due to E721 rule. See: https://github.com/huggingface/datasets/actions/runs/9707641618/job/26793170961?pr=6983 > src/datasets/features/features.py:844:12: E721 Use `is` and `is not` for type comparisons, or `isinstanc...
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How to join two datasets?
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[ "Hi this is also my question. thanks ", "Hi ! Currently the only way to add new fields to a dataset is by using `.map` and picking items from the other dataset\r\n", "Closing this one. Feel free to re-open if you have other questions about this issue.\r\n\r\nAlso linking another discussion about joining dataset...
2020-11-04T03:53:11Z
2020-12-23T14:02:58Z
2020-12-23T14:02:58Z
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Hi, I'm wondering if it's possible to join two (preprocessed) datasets with the same number of rows but different labels? I'm currently trying to create paired sentences for BERT from `wikipedia/'20200501.en`, and I couldn't figure out a way to create a paired sentence using `.map()` where the second sentence is...
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`ExpectedMoreDownloadedFiles` for `evidence_infer_treatment`
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[ "Thanks for reporting @VictorSanh.\r\n\r\nI'm looking at it... " ]
2022-01-03T15:58:38Z
2022-02-14T13:21:43Z
2022-02-14T13:21:43Z
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## Describe the bug I am trying to load a dataset called `evidence_infer_treatment`. The first subset (`1.1`) works fine but the second returns an error (`2.0`). It downloads a file but crashes during the checksums. ## Steps to reproduce the bug ```python >>> from datasets import load_dataset >>> load_dataset("e...
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Build Documentation Test Fails Due to "Bad Credentials" Error
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[ "how were you able to fix this please?", "> how were you able to fix this please?\r\n\r\nI was not able to fix this." ]
2024-12-03T20:22:54Z
2025-01-08T22:38:14Z
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### Describe the bug The `Build documentation / build / build_main_documentation (push)` job is consistently failing during the "Syncing repository" step. The error occurs when attempting to determine the default branch name, resulting in "Bad credentials" errors. ### Steps to reproduce the bug 1. Trigger the `build...
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Unexpected behavior of _TempDirWithCustomCleanup
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[ "Hi ! Would setting TMPDIR at the beginning of your python script/session work ? I mean, even before importing transformers, datasets, etc. and using them ? I think this would be the most robust solution given any library that uses `tempfile`. I don't think we aim to support environment variables to be changed at r...
2022-03-29T16:58:22Z
2022-03-30T15:08:04Z
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## Describe the bug This is not 100% a bug in `datasets`, but behavior that surprised me and I think this could be made more robust on the `datasets`side. When using `datasets.disable_caching()`, cache files are written to a temporary directory. This directory should be based on the environment variable TMPDIR. I ...
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Add C4
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[ "Update on this: I'm computing the checksums of the data files. It will be available soon", "Added in #2575 :)" ]
2021-06-17T10:31:04Z
2021-07-05T12:36:58Z
2021-07-05T12:36:57Z
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## Adding a Dataset - **Name:** *C4* - **Description:** *https://github.com/allenai/allennlp/discussions/5056* - **Paper:** *https://arxiv.org/abs/1910.10683* - **Data:** *https://huggingface.co/datasets/allenai/c4* - **Motivation:** *Used a lot for pretraining* Instructions to add a new dataset can be found [h...
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Allow deleting a subset/config from a no-script dataset
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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.", "2nd time I've come ...
2024-04-15T07:53:26Z
2025-01-11T18:40:40Z
2024-04-30T09:44:25Z
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As proposed by @BramVanroy, it would be neat to have this functionality through the API.
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load_dataset("financial_phrasebank") NonMatchingChecksumError
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[ "Hi! It's probably because this dataset is stored on google drive and it has a per day quota limit. It should work if you retry, I was able to initiate the download.\r\n\r\nSimilar issue [here](https://github.com/huggingface/datasets/issues/2646)", "Hi ! Loading the dataset works on my side as well.\r\nFeel free ...
2021-07-13T21:21:49Z
2022-08-04T08:30:08Z
2022-08-04T08:30:08Z
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## Describe the bug Attempting to download the financial_phrasebank dataset results in a NonMatchingChecksumError ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("financial_phrasebank", 'sentences_allagree') ``` ## Expected results I expect to see the financi...
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xopen: invalid start byte for streaming dataset with trust_remote_code=True
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[ "Hi ! it would be cool to convert this dataset to Parquet. This will make it work for `datasets>=4.0`, enable the Dataset Viewer and make it more reliable to load/stream (currently it uses a loading script in python and those are known for having issues sometimes)\n\nusing `datasets==3.6.0`, here is the command to ...
2025-07-20T11:08:20Z
2025-07-25T14:38:54Z
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### Describe the bug I am trying to load YODAS2 dataset with datasets==3.6.0 ``` from datasets import load_dataset next(iter(load_dataset('espnet/yodas2', name='ru000', split='train', streaming=True, trust_remote_code=True))) ``` And get `UnicodeDecodeError: 'utf-8' codec can't decode byte 0xa8 in position 1: invalid ...
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Multiprocessing in a `filter` or `map` function with a Pytorch model
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[ "Hi ! PyTorch may hang when calling `load_state_dict()` in a subprocess. To fix that, set the multiprocessing start method to \"spawn\". Since `datasets` uses `multiprocess`, you should do:\r\n\r\n```python\r\n# Required to avoid issues with pytorch (otherwise hangs during load_state_dict in multiprocessing)\r\nimp...
2023-04-24T10:38:07Z
2023-05-30T09:56:30Z
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### Describe the bug I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method. Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the method `__call__`, and adding `reduce` helps to solve the problem. Howe...
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Add option to delete temporary files (e.g. extracted files) when loading dataset
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[ "Hi !\r\nIf we want something more general, we could either\r\n1. delete the extracted files after the arrow data generation automatically, or \r\n2. delete each extracted file during the arrow generation right after it has been closed.\r\n\r\nSolution 2 is better to save disk space during the arrow generation. Is ...
2021-07-07T07:56:16Z
2021-07-19T09:08:18Z
2021-07-19T09:08:18Z
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I'm loading a dataset constituted of 44 GB of compressed JSON files. When loading the dataset with the JSON script, extracting the files create about 200 GB of uncompressed files before creating the 180GB of arrow cache tables Having a simple way to delete the extracted files after usage (or even better, to strea...
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Don't use the old NYU GLUE dataset URLs
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[ "Feel free to open the PR ;)\r\nThanks for updating the dataset_info.json file !" ]
2020-09-10T17:47:02Z
2020-09-16T06:53:18Z
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NYU is switching dataset hosting from Google to FB. Initial changes to `datasets` are in https://github.com/jeswan/nlp/commit/b7d4a071d432592ded971e30ef73330529de25ce. What tests do you suggest I run before opening a PR? See: https://github.com/jiant-dev/jiant/issues/161 and https://github.com/nyu-mll/jiant/pull/111...
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Allow passing a multiprocessing context to functions that support `num_proc`
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[ "Are there any updates on this? This is still a problem when using Datasets inside Ray processes.", "Any updates on this? Getting\n```\nDeprecationWarning: This process (pid=269) is multi-threaded, use of fork() may lead to deadlocks in the child.\n self.pid = os.fork()\n```\nwhen using `num_proc` on python 3....
2023-10-27T02:31:16Z
2026-03-02T16:25:51Z
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### Feature request Allow specifying [a multiprocessing context](https://docs.python.org/3/library/multiprocessing.html#contexts-and-start-methods) to functions that support `num_proc` or use multiprocessing pools. For example, the following could be done: ```python dataset = dataset.map(_func, num_proc=2, mp_cont...
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Using too many threads results in: Got disconnected from remote data host. Retrying in 5sec
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[ "The data files are hosted on HF at https://huggingface.co/datasets/allenai/c4/tree/main\r\n\r\nYou have 200 runs streaming the same files in parallel. So this is probably a Hub limitation. Maybe rate limiting ? cc @julien-c \r\n\r\nMaybe you can also try to reduce the number of HTTP requests by increasing the bloc...
2022-12-18T11:38:58Z
2023-07-24T15:23:07Z
2023-07-24T15:23:07Z
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### Describe the bug `streaming_download_manager` seems to disconnect if too many runs access the same underlying dataset 🧐 The code works fine for me if I have ~100 runs in parallel, but disconnects once scaling to 200. Possibly related: - https://github.com/huggingface/datasets/pull/3100 - https://github.com/...
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DuplicatedKeysError when trying to load adversarial_qa
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[ "Thanks for reporting !\r\n#2433 fixed the issue, thanks @mariosasko :)\r\n\r\nWe'll do a patch release soon of the library.\r\nIn the meantime, you can use the fixed version of adversarial_qa by adding `script_version=\"master\"` in `load_dataset`" ]
2021-05-31T12:11:19Z
2021-06-01T08:54:03Z
2021-06-01T08:52:11Z
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python dataset = load_dataset('adversarial_qa', 'adversarialQA') ``` ## Expected results The dataset should be loaded into memory ## Actual results >DuplicatedKeysError: FAILURE TO GENERATE DATASET ...
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3,658
Dataset viewer issue for *P3*
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[ "The error is now:\r\n\r\n```\r\nStatus code: 400\r\nException: Status400Error\r\nMessage: this dataset is not supported for now.\r\n```\r\n\r\nWe've disabled the dataset viewer for several big datasets like this one. We hope being able to reenable it soon.", "The list of splits cannot be obtained. cc...
2022-02-01T15:57:56Z
2023-09-25T12:16:21Z
2023-09-25T12:16:21Z
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## Dataset viewer issue for '*P3*' **Link: https://huggingface.co/datasets/bigscience/P3** ``` Status code: 400 Exception: SplitsNotFoundError Message: The split names could not be parsed from the dataset config. ``` Am I the one who added this dataset ? No
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7,366
Dataset.from_dict() can't handle large dict
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2025-01-11T02:05:21Z
2025-01-11T02:05:21Z
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### Describe the bug I have 26,000,000 3-tuples. When I use Dataset.from_dict() to load, neither. py nor Jupiter notebook can run successfully. This is my code: ``` # len(example_data) is 26,000,000, 'diff' is a text diff1_list = [example_data[i].texts[0] for i in range(len(example_data))] diff2_list =...
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1,937,050,470
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6,292
how to load the image of dtype float32 or float64
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[ "Hi! Can you provide a code that reproduces the issue?\r\n\r\nAlso, which version of `datasets` are you using? You can check this by running `python -c \"import datasets; print(datasets.__version__)\"` inside the env. We added support for \"float images\" in `datasets 2.9`." ]
2023-10-11T07:27:16Z
2023-10-11T13:19:11Z
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_FEATURES = datasets.Features( { "image": datasets.Image(), "text": datasets.Value("string"), }, ) The datasets builder seems only support the unit8 data. How to load the float dtype data?
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2,797
Make creating/editing dataset cards easier, by editing on site and dumping info from test command.
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2021-08-13T11:54:49Z
2021-08-14T08:42:09Z
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**Is your feature request related to a problem? Please describe.** Creating and editing dataset cards should be but not that easy - If other else know Some information I don't know (bias of dataset, dataset curation, supported dataset, ...), he/she should know the description on hf.co comes from README.md under git...
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I_kwDODunzps5sMDr3
6,057
Why is the speed difference of gen example so big?
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[ "Hi!\r\n\r\nIt's hard to explain this behavior without more information. Can you profile the slower version with the following code\r\n```python\r\nimport cProfile, pstats\r\nfrom datasets import load_dataset\r\n\r\nwith cProfile.Profile() as profiler:\r\n ds = load_dataset(...)\r\n\r\nstats = pstats.Stats(profi...
2023-07-21T03:34:49Z
2023-10-04T18:06:16Z
2023-10-04T18:06:15Z
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```python def _generate_examples(self, metadata_path, images_dir, conditioning_images_dir): with open(metadata_path, 'r') as file: metadata = json.load(file) for idx, item in enumerate(metadata): image_path = item.get('image_path') text_content = item.get('tex...
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5,671
How to use `load_dataset('glue', 'cola')`
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[ "Sounds like an issue with incompatible `transformers` dependencies versions.\r\n\r\nCan you try to update `transformers` ?\r\n\r\nEDIT: I checked the `transformers` dependencies and it seems like you need `tokenizers>=0.10.1,<0.11` with `transformers==4.5.1`\r\n\r\nEDIT2: this old version of `datasets` seems to im...
2023-03-26T09:40:34Z
2023-03-28T07:43:44Z
2023-03-28T07:43:43Z
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### Describe the bug I'm new to use HuggingFace datasets but I cannot use `load_dataset('glue', 'cola')`. - I was stacked by the following problem: ```python from datasets import load_dataset cola_dataset = load_dataset('glue', 'cola') ------------------------------------------------------------------------...
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5,314
Datasets: classification_report() got an unexpected keyword argument 'suffix'
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[ "This seems similar to https://github.com/huggingface/datasets/issues/2512 Can you try to update seqeval ? ", "@JonathanAlis also note that the metrics are deprecated in our `datasets` library.\r\n\r\nPlease, use the new library 🤗 Evaluate instead: https://huggingface.co/docs/evaluate" ]
2022-11-30T14:01:03Z
2023-07-21T14:40:31Z
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https://github.com/huggingface/datasets/blob/main/metrics/seqeval/seqeval.py > import datasets predictions = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] references = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] seqeval = datasets.load_metri...
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Unable to load dataset that was saved with `save_to_disk`
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[ "`save_to_disk` uses a special serialization that can only be read using `load_from_disk`.\r\n\r\nContrary to `load_dataset`, `load_from_disk` directly loads Arrow files and uses the dataset directory as cache.\r\n\r\nOn the other hand `load_dataset` does a conversion step to get Arrow files from the raw data files...
2024-03-01T11:59:56Z
2024-03-04T13:46:20Z
2024-03-04T13:46:20Z
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### Describe the bug I get the following error message: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead. ### Steps to reproduce the bug 1. Save a dataset with `save_to_disk` 2. Try to load it with `load_datasets` ### Expected behavior I am ab...
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2,149
Telugu subset missing for xtreme tatoeba dataset
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[ "Good catch ! Thanks for reporting\r\n\r\nI just opened #2180 to fix this", "Fixed in #2180" ]
2021-03-30T15:26:34Z
2022-10-05T13:28:30Z
2022-10-05T13:28:30Z
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from nlp import load_dataset train_dataset = load_dataset('xtreme', 'tatoeba.tel')['validation'] ValueError: BuilderConfig tatoeba.tel not found. but language tel is actually included in xtreme: https://github.com/google-research/xtreme/blob/master/utils_preprocess.py def tatoeba_preprocess(args): lang3_dict ...
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load_dataset("timit_asr") gives back duplicates of just one sample text
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[ "Upgrading datasets to version 1.6 fixes the issue", "This bug was fixed in #1995. Upgrading the `datasets` should work! ", "Thanks @ekeleshian for having reported.\r\n\r\nI am closing this issue once that you updated `datasets`. Feel free to reopen it if the problem persists." ]
2021-05-05T13:14:48Z
2021-05-07T10:32:30Z
2021-05-07T10:32:30Z
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## Describe the bug When you look up on key ["train"] and then ['text'], you get back a list with just one sentence duplicated 4620 times. Namely, the sentence "Would such an act of refusal be useful?". Similarly when you look up ['test'] and then ['text'], the list is one sentence repeated "The bungalow was pleasant...
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2,105
Request to remove S2ORC dataset
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[ "Hello @kyleclo! Currently, we are getting the data from your bucket, so if you remove it the HF script won't work anymore :) \r\n\r\nUntil you solve things on your end, @lhoestq suggested we just return a warning message when people try to load that dataset from HF. What would you like it to say?", "Hi @kyleclo,...
2021-03-23T19:43:06Z
2021-08-04T19:18:02Z
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Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks!
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`Proto_qa` hosting seems to be broken
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[ "@VictorSanh , I think @mariosasko is already working on it. " ]
2021-06-08T16:16:32Z
2021-06-10T08:31:09Z
2021-06-10T08:31:09Z
null
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## Describe the bug The hosting (on Github) of the `proto_qa` dataset seems broken. I haven't investigated more yet, just flagging it for now. @zaidalyafeai if you want to dive into it, I think it's just a matter of changing the links in `proto_qa.py` ## Steps to reproduce the bug ```python from datasets impo...
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1,319,333,645
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4,750
Easily create loading script for benchmark comprising multiple huggingface datasets
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[ "Hi ! I think the simplest is to copy paste the `_split_generators` code from the other datasets and do a bunch of if-else, as in the glue dataset: https://huggingface.co/datasets/glue/blob/main/glue.py#L467", "Ok, I see. Thank you" ]
2022-07-27T10:13:38Z
2022-07-27T13:58:07Z
2022-07-27T13:58:07Z
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Hi, I would like to create a loading script for a benchmark comprising multiple huggingface datasets. The function _split_generators needs to return the files for the respective dataset. However, the files are not always in the same location for each dataset. I want to just make a wrapper dataset that provides a si...
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question
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[ "Hi ! What's your question ?" ]
2021-12-16T15:57:00Z
2022-01-03T10:09:00Z
2022-01-03T10:09:00Z
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
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Webdataset: KeyError: 'png' on some datasets when streaming
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[ "The error is caused by malformed basenames of the files within the TARs:\r\n- `15_Cohen_1-s2.0-S0929664620300449-gr3_lrg-b.png` becomes `15_Cohen_1-s2` as the grouping `__key__`, and `0-S0929664620300449-gr3_lrg-b.png` as the additional key to be added to the example\r\n- whereas the intended behavior was to use `...
2024-05-07T13:09:02Z
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reported at https://huggingface.co/datasets/tbone5563/tar_images/discussions/1 ```python >>> from datasets import load_dataset >>> ds = load_dataset("tbone5563/tar_images") Downloading data: 100%  1.41G/1.41G [00:48<00:00, 17.2MB/s] Downloading data: 100%  619M/619M [00:11<00:00, 57.4MB/s] Generating train sp...
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What is the best way to cache a dataset?
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[ "Everything is already cached by default in 🤗nlp (in particular dataset\nloading and all the “map()” operations) so I don’t think you need to do any\nspecific caching in streamlit.\n\nTell us if you feel like it’s not the case.\n\nOn Sat, 6 Jun 2020 at 13:02, Fabrizio Milo <notifications@github.com> wrote:\n\n> Fo...
2020-06-06T11:02:07Z
2020-07-09T09:15:07Z
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For example if I want to use streamlit with a nlp dataset: ``` @st.cache def load_data(): return nlp.load_dataset('squad') ``` This code raises the error "uncachable object" Right now I just fixed with a constant for my specific case: ``` @st.cache(hash_funcs={pyarrow.lib.Buffer: lambda b: 0}) ```...
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