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### 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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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 w... | value:https://api.github.com/repos/huggingface/datasets/issues/6793/comments | value:I_kwDODunzps6FAHcI | value:open | value:2 | value:2025-06-23T09:55:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/6793/labels{/name} | value:6793 | json:{"login": "PaulPSta", "id": 165930106, "node_id": "U_kgDOCePkeg", "avatar_url": "https://avatars.githubusercontent.com/u/165930106?v=4", "gravatar_id": "", "url": "https://api.github.com/users/PaulPSta", "html_url": "https://github.com/PaulPSta", "followers_url": "https://api.github.com/users/PaulPSta/followers", ... | true | |||||||||||
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fix https://github.com/huggingface/datasets/issues/6758 | value:https://api.github.com/repos/huggingface/datasets/issues/6792/comments | value:PR_kwDODunzps5sBEyn | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6792", "html_url": "https://github.com/huggingface/datasets/pull/6792", "diff_url": "https://github.com/huggingface/datasets/pull/6792.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6792.patch", "merged_at": "2024-04-09T11:27:57Z"} | value:2024-04-09T11:34:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/6792/labels{/name} | value:6792 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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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 ... | value:https://api.github.com/repos/huggingface/datasets/issues/6791/comments | value:I_kwDODunzps6E7Kk8 | value:closed | value:3 | value:2024-04-11T15:38:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/6791/labels{/name} | value:6791 | json:{"login": "NeuralFlux", "id": 40491005, "node_id": "MDQ6VXNlcjQwNDkxMDA1", "avatar_url": "https://avatars.githubusercontent.com/u/40491005?v=4", "gravatar_id": "", "url": "https://api.github.com/users/NeuralFlux", "html_url": "https://github.com/NeuralFlux", "followers_url": "https://api.github.com/users/NeuralFlu... | true | ||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/6790/comments | value:I_kwDODunzps6E6c5k | value:open | value:4 | value:2025-09-08T14:04:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/6790/labels{/name} | value:6790 | json:{"login": "lasuomela", "id": 25725697, "node_id": "MDQ6VXNlcjI1NzI1Njk3", "avatar_url": "https://avatars.githubusercontent.com/u/25725697?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lasuomela", "html_url": "https://github.com/lasuomela", "followers_url": "https://api.github.com/users/lasuomela/fo... | true | |||||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/6789/comments | value:I_kwDODunzps6E4-HZ | value:open | value:8 | value:2024-07-23T12:41:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/6789/labels{/name} | value:6789 | json:{"login": "Nsohko", "id": 102672238, "node_id": "U_kgDOBh6nbg", "avatar_url": "https://avatars.githubusercontent.com/u/102672238?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Nsohko", "html_url": "https://github.com/Nsohko", "followers_url": "https://api.github.com/users/Nsohko/followers", "followi... | true | |||||||||||
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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 Tor... | value:https://api.github.com/repos/huggingface/datasets/issues/6788/comments | value:I_kwDODunzps6E3wHh | value:closed | value:2 | value:2024-04-11T05:29:35Z | value:https://api.github.com/repos/huggingface/datasets/issues/6788/labels{/name} | value:6788 | json:{"login": "yslanprime", "id": 87431052, "node_id": "MDQ6VXNlcjg3NDMxMDUy", "avatar_url": "https://avatars.githubusercontent.com/u/87431052?v=4", "gravatar_id": "", "url": "https://api.github.com/users/yslanprime", "html_url": "https://github.com/yslanprime", "followers_url": "https://api.github.com/users/yslanprim... | true | ||||||||
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```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 w... | value:https://api.github.com/repos/huggingface/datasets/issues/6787/comments | value:I_kwDODunzps6E3Wqg | value:open | value:7 | value:2024-08-14T02:09:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/6787/labels{/name} | value:6787 | json:{"login": "Jiaxin-Wen", "id": 48146603, "node_id": "MDQ6VXNlcjQ4MTQ2NjAz", "avatar_url": "https://avatars.githubusercontent.com/u/48146603?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Jiaxin-Wen", "html_url": "https://github.com/Jiaxin-Wen", "followers_url": "https://api.github.com/users/Jiaxin-We... | true | |||||||||||
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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`. | value:https://api.github.com/repos/huggingface/datasets/issues/6786/comments | value:PR_kwDODunzps5r3kWg | value:open | value:8 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6786", "html_url": "https://github.com/huggingface/datasets/pull/6786", "diff_url": "https://github.com/huggingface/datasets/pull/6786.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6786.patch", "merged_at": null} | value:2024-10-01T09:09:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/6786/labels{/name} | value:6786 | json:{"login": "Modexus", "id": 37351874, "node_id": "MDQ6VXNlcjM3MzUxODc0", "avatar_url": "https://avatars.githubusercontent.com/u/37351874?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Modexus", "html_url": "https://github.com/Modexus", "followers_url": "https://api.github.com/users/Modexus/followers"... | value:False | true | |||||||||||
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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.hugg... | value:https://api.github.com/repos/huggingface/datasets/issues/6785/comments | value:PR_kwDODunzps5r3dCw | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6785", "html_url": "https://github.com/huggingface/datasets/pull/6785", "diff_url": "https://github.com/huggingface/datasets/pull/6785.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6785.patch", "merged_at": "2024-04-08T12:35:02Z"} | value:2024-04-08T12:41:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/6785/labels{/name} | value:6785 | json:{"login": "severo", "id": 1676121, "node_id": "MDQ6VXNlcjE2NzYxMjE=", "avatar_url": "https://avatars.githubusercontent.com/u/1676121?v=4", "gravatar_id": "", "url": "https://api.github.com/users/severo", "html_url": "https://github.com/severo", "followers_url": "https://api.github.com/users/severo/followers", "fol... | value:False | true | |||||||||
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# 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 transforme... | value:https://api.github.com/repos/huggingface/datasets/issues/6783/comments | value:I_kwDODunzps6Ez1IK | value:closed | value:2 | value:2024-04-11T17:18:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/6783/labels{/name} | value:6783 | json:{"login": "petrov826", "id": 26062262, "node_id": "MDQ6VXNlcjI2MDYyMjYy", "avatar_url": "https://avatars.githubusercontent.com/u/26062262?v=4", "gravatar_id": "", "url": "https://api.github.com/users/petrov826", "html_url": "https://github.com/petrov826", "followers_url": "https://api.github.com/users/petrov826/fo... | true | ||||||||
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### 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 ... | value:https://api.github.com/repos/huggingface/datasets/issues/6782/comments | value:I_kwDODunzps6EzdUj | value:open | value:3 | value:2024-04-10T14:36:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/6782/labels{/name} | value:6782 | json:{"login": "Modexus", "id": 37351874, "node_id": "MDQ6VXNlcjM3MzUxODc0", "avatar_url": "https://avatars.githubusercontent.com/u/37351874?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Modexus", "html_url": "https://github.com/Modexus", "followers_url": "https://api.github.com/users/Modexus/followers"... | true | |||||||||||
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Because pyarrow array creation is sometimes extremely slow this doubles the time write_batch takes. | value:https://api.github.com/repos/huggingface/datasets/issues/6781/comments | value:PR_kwDODunzps5r2DMe | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6781", "html_url": "https://github.com/huggingface/datasets/pull/6781", "diff_url": "https://github.com/huggingface/datasets/pull/6781.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6781.patch", "merged_at": null} | value:2024-04-09T07:49:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/6781/labels{/name} | value:6781 | json:{"login": "Modexus", "id": 37351874, "node_id": "MDQ6VXNlcjM3MzUxODc0", "avatar_url": "https://avatars.githubusercontent.com/u/37351874?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Modexus", "html_url": "https://github.com/Modexus", "followers_url": "https://api.github.com/users/Modexus/followers"... | value:False | true | |||||||||
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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. | value:https://api.github.com/repos/huggingface/datasets/issues/6780/comments | value:PR_kwDODunzps5rvkyj | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6780", "html_url": "https://github.com/huggingface/datasets/pull/6780", "diff_url": "https://github.com/huggingface/datasets/pull/6780.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6780.patch", "merged_at": "2024-04-04T18:23:34Z"} | value:2024-04-04T18:46:04Z | value:https://api.github.com/repos/huggingface/datasets/issues/6780/labels{/name} | value:6780 | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:False | true | |||||||||
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It seems to make the "Install dependencies" step in the `ubuntu` jobs 5-8x faster and 1.5-2x... | value:https://api.github.com/repos/huggingface/datasets/issues/6779/comments | value:PR_kwDODunzps5rvSA8 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6779", "html_url": "https://github.com/huggingface/datasets/pull/6779", "diff_url": "https://github.com/huggingface/datasets/pull/6779.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6779.patch", "merged_at": "2024-04-08T13:27:43Z"} | value:2024-04-08T13:34:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/6779/labels{/name} | value:6779 | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:False | true | |||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/6778/comments | value:I_kwDODunzps6Erq88 | value:open | value:1 | value:2024-04-08T15:24:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/6778/labels{/name} | value:6778 | json:{"login": "mpickard-dataprof", "id": 100041276, "node_id": "U_kgDOBfaCPA", "avatar_url": "https://avatars.githubusercontent.com/u/100041276?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mpickard-dataprof", "html_url": "https://github.com/mpickard-dataprof", "followers_url": "https://api.github.com/... | true | |||||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/6777/comments | value:I_kwDODunzps6EmN-v | value:open | value:5 | value:2024-04-05T21:14:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/6777/labels{/name} | value:6777 | json:{"login": "nighting0le01", "id": 81643693, "node_id": "MDQ6VXNlcjgxNjQzNjkz", "avatar_url": "https://avatars.githubusercontent.com/u/81643693?v=4", "gravatar_id": "", "url": "https://api.github.com/users/nighting0le01", "html_url": "https://github.com/nighting0le01", "followers_url": "https://api.github.com/users/... | true | |||||||||||
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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 t... | value:https://api.github.com/repos/huggingface/datasets/issues/6775/comments | value:I_kwDODunzps6Eh0YA | value:open | value:7 | value:2024-04-08T01:24:35Z | value:https://api.github.com/repos/huggingface/datasets/issues/6775/labels{/name} | value:6775 | json:{"login": "kk2491", "id": 38481564, "node_id": "MDQ6VXNlcjM4NDgxNTY0", "avatar_url": "https://avatars.githubusercontent.com/u/38481564?v=4", "gravatar_id": "", "url": "https://api.github.com/users/kk2491", "html_url": "https://github.com/kk2491", "followers_url": "https://api.github.com/users/kk2491/followers", "f... | true | |||||||||||
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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.
After debugging, I know that i... | value:https://api.github.com/repos/huggingface/datasets/issues/6774/comments | value:I_kwDODunzps6Ec4lc | value:open | value:1 | value:2024-04-10T17:28:17Z | value:https://api.github.com/repos/huggingface/datasets/issues/6774/labels{/name} | value:6774 | json:{"login": "Tramac", "id": 22740819, "node_id": "MDQ6VXNlcjIyNzQwODE5", "avatar_url": "https://avatars.githubusercontent.com/u/22740819?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Tramac", "html_url": "https://github.com/Tramac", "followers_url": "https://api.github.com/users/Tramac/followers", "f... | true | |||||||||||
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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,... | value:https://api.github.com/repos/huggingface/datasets/issues/6773/comments | value:I_kwDODunzps6EYoUh | value:closed | value:5 | value:2024-04-08T18:43:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/6773/labels{/name} | value:6773 | json:{"login": "manestay", "id": 9099139, "node_id": "MDQ6VXNlcjkwOTkxMzk=", "avatar_url": "https://avatars.githubusercontent.com/u/9099139?v=4", "gravatar_id": "", "url": "https://api.github.com/users/manestay", "html_url": "https://github.com/manestay", "followers_url": "https://api.github.com/users/manestay/follower... | true | ||||||||
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Reported in https://github.com/huggingface/datasets/issues/6700 | value:https://api.github.com/repos/huggingface/datasets/issues/6772/comments | value:PR_kwDODunzps5rdKZ2 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6772", "html_url": "https://github.com/huggingface/datasets/pull/6772", "diff_url": "https://github.com/huggingface/datasets/pull/6772.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6772.patch", "merged_at": "2024-04-02T16:17:46Z"} | value:2024-04-02T16:28:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/6772/labels{/name} | value:6772 | json:{"login": "mariosasko", "id": 47462742, "node_id": "MDQ6VXNlcjQ3NDYyNzQy", "avatar_url": "https://avatars.githubusercontent.com/u/47462742?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariosasko", "html_url": "https://github.com/mariosasko", "followers_url": "https://api.github.com/users/mariosask... | value:False | true | |||||||||
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<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... | value:https://api.github.com/repos/huggingface/datasets/issues/6771/comments | value:I_kwDODunzps6EVISB | value:closed | value:2 | value:2024-04-04T14:22:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/6771/labels{/name} | value:6771 | json:{"login": "RitchieP", "id": 26197115, "node_id": "MDQ6VXNlcjI2MTk3MTE1", "avatar_url": "https://avatars.githubusercontent.com/u/26197115?v=4", "gravatar_id": "", "url": "https://api.github.com/users/RitchieP", "html_url": "https://github.com/RitchieP", "followers_url": "https://api.github.com/users/RitchieP/follow... | true | ||||||||
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`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 foll... | value:https://api.github.com/repos/huggingface/datasets/issues/6770/comments | value:I_kwDODunzps6EQyEL | value:closed | value:1 | value:2024-04-11T17:31:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/6770/labels{/name} | value:6770 | json:{"login": "fshp971", "id": 19348888, "node_id": "MDQ6VXNlcjE5MzQ4ODg4", "avatar_url": "https://avatars.githubusercontent.com/u/19348888?v=4", "gravatar_id": "", "url": "https://api.github.com/users/fshp971", "html_url": "https://github.com/fshp971", "followers_url": "https://api.github.com/users/fshp971/followers"... | true | ||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/6769/comments | value:I_kwDODunzps6EN6_f | value:open | value:0 | value:2024-04-01T13:36:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/6769/labels{/name} | value:6769 | json:{"login": "fzyzcjy", "id": 5236035, "node_id": "MDQ6VXNlcjUyMzYwMzU=", "avatar_url": "https://avatars.githubusercontent.com/u/5236035?v=4", "gravatar_id": "", "url": "https://api.github.com/users/fzyzcjy", "html_url": "https://github.com/fzyzcjy", "followers_url": "https://api.github.com/users/fzyzcjy/followers", ... | true | |||||||||||
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Here is the full error stack when installing:
```
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
datasets 2.18.0 requires fsspec[http]<=2024.2.0,>=2023.1.0, bu... | value:https://api.github.com/repos/huggingface/datasets/issues/6765/comments | value:I_kwDODunzps6EFHZL | value:closed | value:4 | value:2024-11-12T14:50:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/6765/labels{/name} | value:6765 | json:{"login": "njbrake", "id": 33383515, "node_id": "MDQ6VXNlcjMzMzgzNTE1", "avatar_url": "https://avatars.githubusercontent.com/u/33383515?v=4", "gravatar_id": "", "url": "https://api.github.com/users/njbrake", "html_url": "https://github.com/njbrake", "followers_url": "https://api.github.com/users/njbrake/followers"... | true | ||||||||
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Enable the `load_dataset` function to load local datasets with symbolic links.
E.g, this dataset can be loaded:
├── example_dataset/
│ ├── data/
│ │ ├── train/
│ │ │ ├── file0
│ │ │ ├── file1
│ │ ├── dev/
│ │ │ ├── file2
│ │ │ ├── file3
│ ├──... | value:https://api.github.com/repos/huggingface/datasets/issues/6764/comments | value:I_kwDODunzps6EEexP | value:open | value:2 | value:2026-09-17T20:01:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/6764/labels{/name} | value:6764 | json:{"login": "VladimirVincan", "id": 13640533, "node_id": "MDQ6VXNlcjEzNjQwNTMz", "avatar_url": "https://avatars.githubusercontent.com/u/13640533?v=4", "gravatar_id": "", "url": "https://api.github.com/users/VladimirVincan", "html_url": "https://github.com/VladimirVincan", "followers_url": "https://api.github.com/use... | true | |||||||||||
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However, upon subsequent loads, the current version attempts to locate the cache directory using the dataset's original name, which includes uppercase letters. T... | value:https://api.github.com/repos/huggingface/datasets/issues/6763/comments | value:PR_kwDODunzps5rENat | value:open | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6763", "html_url": "https://github.com/huggingface/datasets/pull/6763", "diff_url": "https://github.com/huggingface/datasets/pull/6763.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6763.patch", "merged_at": null} | value:2024-04-20T12:16:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/6763/labels{/name} | value:6763 | json:{"login": "Sumsky21", "id": 58537872, "node_id": "MDQ6VXNlcjU4NTM3ODcy", "avatar_url": "https://avatars.githubusercontent.com/u/58537872?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Sumsky21", "html_url": "https://github.com/Sumsky21", "followers_url": "https://api.github.com/users/Sumsky21/follow... | value:False | true | |||||||||||
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1. remove `list_files_info` in favor of `list_repo_tree`. As of `0.23`, `list_files_info` will be removed for good. `datasets` had a utility to support both pre-0.20 and post-0.20 versions. Since `hfh` version is already pinned to `>=0.21.2`, I removed the legacy part.
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This happens with datasets-2.18.0; I downgraded the version to 2.14.6 fixing this temporarily.
```
Traceback (most recent call last):
File "/home/xxx/miniconda3/envs/py310/lib/python3.10/site-packages/datasets/load.py", line 2556, in load_dataset
builder_instance = load_dataset_b... | value:https://api.github.com/repos/huggingface/datasets/issues/6760/comments | value:I_kwDODunzps6D3NZ6 | value:open | value:4 | value:2024-06-19T07:06:40Z | value:https://api.github.com/repos/huggingface/datasets/issues/6760/labels{/name} | value:6760 | json:{"login": "yucc-leon", "id": 17897916, "node_id": "MDQ6VXNlcjE3ODk3OTE2", "avatar_url": "https://avatars.githubusercontent.com/u/17897916?v=4", "gravatar_id": "", "url": "https://api.github.com/users/yucc-leon", "html_url": "https://github.com/yucc-leon", "followers_url": "https://api.github.com/users/yucc-leon/fo... | true | |||||||||||
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Running .map and filter functions with `num_procs` consecutively instantiates several multiprocessing pools iteratively.
As instantiating a Pool is very resource intensive it can be a bottleneck to performing iteratively filtering.
My ideas:
1. There should be an option to declare `p... | value:https://api.github.com/repos/huggingface/datasets/issues/6759/comments | value:I_kwDODunzps6DqQfb | value:open | value:0 | value:2024-03-26T17:35:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/6759/labels{/name} | value:6759 | json:{"login": "fostiropoulos", "id": 4337024, "node_id": "MDQ6VXNlcjQzMzcwMjQ=", "avatar_url": "https://avatars.githubusercontent.com/u/4337024?v=4", "gravatar_id": "", "url": "https://api.github.com/users/fostiropoulos", "html_url": "https://github.com/fostiropoulos", "followers_url": "https://api.github.com/users/fo... | true | |||||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/6758/comments | value:I_kwDODunzps6DovLe | value:closed | value:1 | value:2024-04-09T11:27:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/6758/labels{/name} | value:6758 | json:{"login": "ntoxeg", "id": 823693, "node_id": "MDQ6VXNlcjgyMzY5Mw==", "avatar_url": "https://avatars.githubusercontent.com/u/823693?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ntoxeg", "html_url": "https://github.com/ntoxeg", "followers_url": "https://api.github.com/users/ntoxeg/followers", "follo... | true | |||||||
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Support loading a dataset from a SQLite file
https://huggingface.co/datasets/severo/test_iris_sqlite/tree/main
### Motivation
SQLite is a popular file format.
### Your contribution
See discussion on slack: https://huggingface.slack.com/archives/C04L6P8KNQ5/p1702481859117909 (internal)
... | value:https://api.github.com/repos/huggingface/datasets/issues/6756/comments | value:I_kwDODunzps6DdiPd | value:closed | value:3 | value:2024-03-26T16:09:32Z | value:https://api.github.com/repos/huggingface/datasets/issues/6756/labels{/name} | value:6756 | json:{"login": "severo", "id": 1676121, "node_id": "MDQ6VXNlcjE2NzYxMjE=", "avatar_url": "https://avatars.githubusercontent.com/u/1676121?v=4", "gravatar_id": "", "url": "https://api.github.com/users/severo", "html_url": "https://github.com/severo", "followers_url": "https://api.github.com/users/severo/followers", "fol... | true | ||||||||
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There is a small typo on https://github.com/huggingface/datasets/blob/d5468836fe94e8be1ae093397dd43d4a2503b926/src/datasets/dataset_dict.py#L938
It should be `caching is enabled`.
### Steps to reproduce the bug
Please visit
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I didn't find a guideline on how to run the tests, so i just run the following steps to make sure that this bug is fixed.
1. `python test.py`,
2. then `HF_DATASETS_OFFLINE=1 python test.py`
The `test.py` is
```
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When trying to run
```
import datasets
print(datasets.__version__)
```
It generates the following error
```
TypeError: expected string or bytes-like object
```
It looks like It cannot find the valid versions of `fsspec`
though fsspec version is fine when I checked Via com... | value:https://api.github.com/repos/huggingface/datasets/issues/6753/comments | value:I_kwDODunzps6DYLzT | value:closed | value:8 | value:2024-10-02T11:49:35Z | value:https://api.github.com/repos/huggingface/datasets/issues/6753/labels{/name} | value:6753 | json:{"login": "jtv199", "id": 18300717, "node_id": "MDQ6VXNlcjE4MzAwNzE3", "avatar_url": "https://avatars.githubusercontent.com/u/18300717?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jtv199", "html_url": "https://github.com/jtv199", "followers_url": "https://api.github.com/users/jtv199/followers", "f... | true | ||||||||
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I'm loading a HuggingFace Dataset for images.
I'm running a preprocessing (map operation) step that runs a few operations, one of them being conversion to float16. The Dataset features also say that the 'img' is of type float16. Whenever I take an image from that HuggingFace Dataset in... | value:https://api.github.com/repos/huggingface/datasets/issues/6752/comments | value:I_kwDODunzps6DXwo_ | value:open | value:2 | value:2025-11-04T22:40:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/6752/labels{/name} | value:6752 | json:{"login": "gcervantes8", "id": 21228908, "node_id": "MDQ6VXNlcjIxMjI4OTA4", "avatar_url": "https://avatars.githubusercontent.com/u/21228908?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gcervantes8", "html_url": "https://github.com/gcervantes8", "followers_url": "https://api.github.com/users/gcerva... | true | |||||||||||
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Hi all - I see that in the past a network dependency has been mistakenly introduced into `load_dataset` even for local loads. Is it possible this has happened again?
### Steps to reproduce the bug
```
>>> import datasets
>>> datasets.load_dataset("hh-rlhf")
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I have loaded a dataset, and then slice first 300 samples using `:` ops, however, the resulting dataset is not expected, as the output below:
```bash
len(dataset)=1050324
len(dataset[:300])=2
len(dataset[0:300])=2
len(dataset.select(range(300)))=300
```
### Steps to reproduce the bu... | value:https://api.github.com/repos/huggingface/datasets/issues/6748/comments | value:I_kwDODunzps6DOH0k | value:open | value:1 | value:2024-03-22T16:43:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/6748/labels{/name} | value:6748 | json:{"login": "Luciennnnnnn", "id": 20135317, "node_id": "MDQ6VXNlcjIwMTM1MzE3", "avatar_url": "https://avatars.githubusercontent.com/u/20135317?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Luciennnnnnn", "html_url": "https://github.com/Luciennnnnnn", "followers_url": "https://api.github.com/users/Luc... | true | |||||||||||
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I encounter bug when running the example command line
```python
python main.py \
--model decapoda-research/llama-7b-hf \
--prune_method wanda \
--sparsity_ratio 0.5 \
--sparsity_type unstructured \
--save out/llama_7b/unstructured/wanda/
```
The bug occ... | value:https://api.github.com/repos/huggingface/datasets/issues/6746/comments | value:I_kwDODunzps6DEfwd | value:closed | value:8 | value:2024-09-18T19:57:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/6746/labels{/name} | value:6746 | json:{"login": "billwang485", "id": 65165345, "node_id": "MDQ6VXNlcjY1MTY1MzQ1", "avatar_url": "https://avatars.githubusercontent.com/u/65165345?v=4", "gravatar_id": "", "url": "https://api.github.com/users/billwang485", "html_url": "https://github.com/billwang485", "followers_url": "https://api.github.com/users/billwa... | true | ||||||||
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https://github.com/bigcode-project/opt-out-v2 - opt out is not consent. kindly quit this ridiculous nonsense.
### Motivation
[EDITED: insults not tolerated]
### Your contribution
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Commands such as `load_dataset` creates file locks with `filelock.FileLock`. It would be good if there was a way to disable this.
### Motivation
File locking doesn't work on all file-systems (in my case NFS mounted Weka). If the `cache_dir` only had small files then it would be possible to ... | value:https://api.github.com/repos/huggingface/datasets/issues/6744/comments | value:I_kwDODunzps6DAXKY | value:open | value:0 | value:2024-03-20T15:59:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/6744/labels{/name} | value:6744 | json:{"login": "VRehnberg", "id": 35767167, "node_id": "MDQ6VXNlcjM1NzY3MTY3", "avatar_url": "https://avatars.githubusercontent.com/u/35767167?v=4", "gravatar_id": "", "url": "https://api.github.com/users/VRehnberg", "html_url": "https://github.com/VRehnberg", "followers_url": "https://api.github.com/users/VRehnberg/fo... | true | |||||||||||
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The cache was not able to reload a dataset with a single config form the cache if the config name is not specificed
For example
```python
from datasets import load_dataset, config
config.HF_DATASETS_OFFLINE = True
load_dataset("openai... | value:https://api.github.com/repos/huggingface/datasets/issues/6741/comments | value:PR_kwDODunzps5qEiu3 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6741", "html_url": "https://github.com/huggingface/datasets/pull/6741", "diff_url": "https://github.com/huggingface/datasets/pull/6741.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6741.patch", "merged_at": "2024-03-25T16:23:59Z"} | value:2024-03-25T16:35:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/6741/labels{/name} | value:6741 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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Request for adding rasterio support to load geotiff as a part of ImageFolder, instead of using PIL
### Motivation
As of now, there are many datasets in HuggingFace Hub which are predominantly focussed towards RemoteSensing or are from RemoteSensing. The current ImageFolder (if I have unders... | value:https://api.github.com/repos/huggingface/datasets/issues/6740/comments | value:I_kwDODunzps6CuSZq | value:closed | value:0 | value:2024-03-27T18:19:48Z | value:https://api.github.com/repos/huggingface/datasets/issues/6740/labels{/name} | value:6740 | json:{"login": "sunny1401", "id": 31362090, "node_id": "MDQ6VXNlcjMxMzYyMDkw", "avatar_url": "https://avatars.githubusercontent.com/u/31362090?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sunny1401", "html_url": "https://github.com/sunny1401", "followers_url": "https://api.github.com/users/sunny1401/fo... | true | ||||||||
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```python
from datasets import Dataset, Features, Value
Dataset.from_dict(
{
"dict": [{"a": 0, "b": 0}, None],
}, features=Features(
{"dict": {"a": Value("int16"), "b": Value("int16")}}
... | value:https://api.github.com/repos/huggingface/datasets/issues/6738/comments | value:I_kwDODunzps6CrSno | value:closed | value:3 | value:2024-03-20T10:24:15Z | value:https://api.github.com/repos/huggingface/datasets/issues/6738/labels{/name} | value:6738 | json:{"login": "polinaeterna", "id": 16348744, "node_id": "MDQ6VXNlcjE2MzQ4NzQ0", "avatar_url": "https://avatars.githubusercontent.com/u/16348744?v=4", "gravatar_id": "", "url": "https://api.github.com/users/polinaeterna", "html_url": "https://github.com/polinaeterna", "followers_url": "https://api.github.com/users/pol... | true | ||||||||
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ValueError: Invalid pattern: '**' can only be an entire path component
when loading any dataset
### Steps to reproduce the bug
import datasets
ds = datasets.load_dataset("TokenBender/code_instructions_122k_alpaca_style")
### Expected behavior
loading the dataset successfully
### En... | value:https://api.github.com/repos/huggingface/datasets/issues/6737/comments | value:I_kwDODunzps6Ci8aZ | value:closed | value:7 | value:2024-07-23T14:23:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/6737/labels{/name} | value:6737 | json:{"login": "JPonsa", "id": 28976175, "node_id": "MDQ6VXNlcjI4OTc2MTc1", "avatar_url": "https://avatars.githubusercontent.com/u/28976175?v=4", "gravatar_id": "", "url": "https://api.github.com/users/JPonsa", "html_url": "https://github.com/JPonsa", "followers_url": "https://api.github.com/users/JPonsa/followers", "f... | true | ||||||||
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I'm a huge fan of the current HF Datasets `webdataset` integration (especially the built-in streaming support). However, I'd love to upload some robotics and multimodal datasets I've processed for use with [Mosaic Streaming](https://docs.mosaicml.com/projects/streaming/en/stable/), specifical... | value:https://api.github.com/repos/huggingface/datasets/issues/6736/comments | value:I_kwDODunzps6Ci4Qu | value:open | value:1 | value:2025-09-10T14:32:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/6736/labels{/name} | value:6736 | json:{"login": "siddk", "id": 2498509, "node_id": "MDQ6VXNlcjI0OTg1MDk=", "avatar_url": "https://avatars.githubusercontent.com/u/2498509?v=4", "gravatar_id": "", "url": "https://api.github.com/users/siddk", "html_url": "https://github.com/siddk", "followers_url": "https://api.github.com/users/siddk/followers", "followi... | true | |||||||||||
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Mapped tokenization slows down substantially towards end of dataset.
train set started off very slow, caught up to 20k then tapered off til the end.
what's particularly strange is that the tokenization crashed a few times before due to errors with invalid tokens somewhere or corrupte... | value:https://api.github.com/repos/huggingface/datasets/issues/6734/comments | value:I_kwDODunzps6CZNbm | value:open | value:5 | value:2025-11-25T09:30:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/6734/labels{/name} | value:6734 | json:{"login": "ethansmith2000", "id": 98723285, "node_id": "U_kgDOBeJl1Q", "avatar_url": "https://avatars.githubusercontent.com/u/98723285?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ethansmith2000", "html_url": "https://github.com/ethansmith2000", "followers_url": "https://api.github.com/users/ethan... | true | |||||||||||
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I am using a cluster that does not have access to the internet when given a job. I tried downloading the dataset using the huggingface-cli command and then loading it with load_dataset but I get an error:
```raise EmptyDatasetError(f"The directory at {base_path} doesn't contain any data... | value:https://api.github.com/repos/huggingface/datasets/issues/6733/comments | value:I_kwDODunzps6CWBlM | value:open | value:1 | value:2024-03-15T18:09:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/6733/labels{/name} | value:6733 | json:{"login": "StwayneXG", "id": 77196999, "node_id": "MDQ6VXNlcjc3MTk2OTk5", "avatar_url": "https://avatars.githubusercontent.com/u/77196999?v=4", "gravatar_id": "", "url": "https://api.github.com/users/StwayneXG", "html_url": "https://github.com/StwayneXG", "followers_url": "https://api.github.com/users/StwayneXG/fo... | true | |||||||||||
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### My Code
```
from datasets import load_dataset
res=[]
for i in [0,1]:
di=load_dataset(
"json",
data_files='path_to.json',
split='train',
streaming=True,
).map(lambda x: {"source": i})
res.append(di)
for e i... | value:https://api.github.com/repos/huggingface/datasets/issues/6731/comments | value:I_kwDODunzps6CG5EB | value:closed | value:2 | value:2024-04-16T00:00:00Z | value:https://api.github.com/repos/huggingface/datasets/issues/6731/labels{/name} | value:6731 | json:{"login": "uApiv", "id": 42908296, "node_id": "MDQ6VXNlcjQyOTA4Mjk2", "avatar_url": "https://avatars.githubusercontent.com/u/42908296?v=4", "gravatar_id": "", "url": "https://api.github.com/users/uApiv", "html_url": "https://github.com/uApiv", "followers_url": "https://api.github.com/users/uApiv/followers", "follo... | true | ||||||||
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The dataset viewer gives the following error:
```
Error code: ConfigNamesError
Exception: BadZipFile
Message: zipfiles that span multiple disks are not supported
Traceback: Traceback (most recent call last):
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This bug is triggered under the following conditions:
- datasets repo ids without organization names trigger errors, such as `bookcorpus`, `gsm8k`, `wikipedia`, rather than in the form of `A/B`.
- If `HF_ENDPOINT` is set and the hostname is not in the form of `(hub-ci.)?huggingface.co`... | value:https://api.github.com/repos/huggingface/datasets/issues/6728/comments | value:I_kwDODunzps6B2uek | value:closed | value:3 | value:2024-03-15T14:52:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/6728/labels{/name} | value:6728 | json:{"login": "padeoe", "id": 10057041, "node_id": "MDQ6VXNlcjEwMDU3MDQx", "avatar_url": "https://avatars.githubusercontent.com/u/10057041?v=4", "gravatar_id": "", "url": "https://api.github.com/users/padeoe", "html_url": "https://github.com/padeoe", "followers_url": "https://api.github.com/users/padeoe/followers", "f... | true | ||||||||
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When working with bio-data, each feature often has metadata associated with it (e.g. species, lineage, snp position, etc). To store this, I like to use the feature classes with the added `metadata` attribute. However, when saving or loading with custom features, you get an error since that class doesn't... | value:https://api.github.com/repos/huggingface/datasets/issues/6727/comments | value:PR_kwDODunzps5pLJyE | value:closed | value:6 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6727", "html_url": "https://github.com/huggingface/datasets/pull/6727", "diff_url": "https://github.com/huggingface/datasets/pull/6727.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6727.patch", "merged_at": "2024-03-13T10:46:02Z"} | value:2024-03-13T12:08:49Z | value:https://api.github.com/repos/huggingface/datasets/issues/6727/labels{/name} | value:6727 | json:{"login": "psmyth94", "id": 11325244, "node_id": "MDQ6VXNlcjExMzI1MjQ0", "avatar_url": "https://avatars.githubusercontent.com/u/11325244?v=4", "gravatar_id": "", "url": "https://api.github.com/users/psmyth94", "html_url": "https://github.com/psmyth94", "followers_url": "https://api.github.com/users/psmyth94/follow... | value:False | true | |||||||||
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# Let's make it faster
First, an evidence...
Figure 1: CProfile for loading 3 files from cerebras/SlimPajama-627B train split, and 3 files from test split using streaming=True. X axis i... | value:https://api.github.com/repos/huggingface/datasets/issues/6726/comments | value:I_kwDODunzps6Bw94Q | value:open | value:2 | value:2024-03-09T07:11:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/6726/labels{/name} | value:6726 | json:{"login": "awgr", "id": 159512661, "node_id": "U_kgDOCYH4VQ", "avatar_url": "https://avatars.githubusercontent.com/u/159512661?v=4", "gravatar_id": "", "url": "https://api.github.com/users/awgr", "html_url": "https://github.com/awgr", "followers_url": "https://api.github.com/users/awgr/followers", "following_url":... | true | |||||||||||
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Request for a comparison of huggingface datasets compared with other data format especially webdataset
### Motivation
I see huggingface datasets uses Apache Arrow as its backend, it seems to be great, but I'm curious about how it is good compared with other dataset format, like webdataset, ... | value:https://api.github.com/repos/huggingface/datasets/issues/6725/comments | value:I_kwDODunzps6Bq-pq | value:open | value:0 | value:2024-03-08T08:23:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/6725/labels{/name} | value:6725 | json:{"login": "Luciennnnnnn", "id": 20135317, "node_id": "MDQ6VXNlcjIwMTM1MzE3", "avatar_url": "https://avatars.githubusercontent.com/u/20135317?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Luciennnnnnn", "html_url": "https://github.com/Luciennnnnnn", "followers_url": "https://api.github.com/users/Luc... | true | |||||||||||
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My data repository was first called `BramVanroy/hplt-mono-v1-2` but I then renamed to use underscores instead of dashes. However, it seems that `datasets` retrieves the old repo name when it checks whether the repo contains data loading scripts in this line.
https://github.com/huggingfa... | value:https://api.github.com/repos/huggingface/datasets/issues/6724/comments | value:I_kwDODunzps6Bmq8T | value:open | value:0 | value:2024-03-07T20:06:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/6724/labels{/name} | value:6724 | json:{"login": "BramVanroy", "id": 2779410, "node_id": "MDQ6VXNlcjI3Nzk0MTA=", "avatar_url": "https://avatars.githubusercontent.com/u/2779410?v=4", "gravatar_id": "", "url": "https://api.github.com/users/BramVanroy", "html_url": "https://github.com/BramVanroy", "followers_url": "https://api.github.com/users/BramVanroy/... | true | |||||||||||
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_Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
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I am trying to get the HPLT datasets on the hub. Downloading/re-uploading would be too time- and resource consuming so I wrote [a dataset loader script](https://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/blob/main/hplt_mono_v1_2.py). I think I am very close but for some reason I alway... | value:https://api.github.com/repos/huggingface/datasets/issues/6720/comments | value:I_kwDODunzps6Bjo6D | value:closed | value:2 | value:2024-03-08T07:34:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/6720/labels{/name} | value:6720 | json:{"login": "BramVanroy", "id": 2779410, "node_id": "MDQ6VXNlcjI3Nzk0MTA=", "avatar_url": "https://avatars.githubusercontent.com/u/2779410?v=4", "gravatar_id": "", "url": "https://api.github.com/users/BramVanroy", "html_url": "https://github.com/BramVanroy", "followers_url": "https://api.github.com/users/BramVanroy/... | true | ||||||||
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I am using an iterable dataset in a multi-node setup, trying to do training/inference while filtering the data on the fly. I usually do not use `split_dataset_by_node` but it is very slow using the IterableDatasetShard in `accelerate` and `transformers`. When I filter after applying `split_d... | value:https://api.github.com/repos/huggingface/datasets/issues/6719/comments | value:I_kwDODunzps6BUUA_ | value:open | value:0 | value:2024-03-05T15:55:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/6719/labels{/name} | value:6719 | json:{"login": "ssharpe42", "id": 8136905, "node_id": "MDQ6VXNlcjgxMzY5MDU=", "avatar_url": "https://avatars.githubusercontent.com/u/8136905?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ssharpe42", "html_url": "https://github.com/ssharpe42", "followers_url": "https://api.github.com/users/ssharpe42/foll... | true | |||||||||||
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cc @clefourrier | value:https://api.github.com/repos/huggingface/datasets/issues/6718/comments | value:PR_kwDODunzps5ouwwE | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6718", "html_url": "https://github.com/huggingface/datasets/pull/6718", "diff_url": "https://github.com/huggingface/datasets/pull/6718.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6718.patch", "merged_at": "2024-03-07T13:58:04Z"} | value:2024-03-07T14:05:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/6718/labels{/name} | value:6718 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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When loading a HF dataset in streaming mode and removing some columns, it is impossible to load a sample if the audio contains more than one channel. I have the impression that the time axis and channels are swapped or concatenated.
### Steps to reproduce the bug
Minimal error code:
```py... | value:https://api.github.com/repos/huggingface/datasets/issues/6717/comments | value:I_kwDODunzps6BRCOg | value:open | value:2 | value:2024-08-14T17:54:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/6717/labels{/name} | value:6717 | json:{"login": "jhauret", "id": 53187038, "node_id": "MDQ6VXNlcjUzMTg3MDM4", "avatar_url": "https://avatars.githubusercontent.com/u/53187038?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jhauret", "html_url": "https://github.com/jhauret", "followers_url": "https://api.github.com/users/jhauret/followers"... | true | |||||||||||
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I'm not sure if this is a bug, but `print(ds.builder_name)` in the following code sometimes prints out `rotten_tomatoes` instead of `parquet`:
```python
import datasets
for _ in range(100):
ds = datasets.load_dataset("rotten_tomatoes", split="train")
print(ds.builder_name)... | value:https://api.github.com/repos/huggingface/datasets/issues/6716/comments | value:I_kwDODunzps6BQ9X- | value:closed | value:6 | value:2024-03-19T07:58:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/6716/labels{/name} | value:6716 | json:{"login": "harupy", "id": 17039389, "node_id": "MDQ6VXNlcjE3MDM5Mzg5", "avatar_url": "https://avatars.githubusercontent.com/u/17039389?v=4", "gravatar_id": "", "url": "https://api.github.com/users/harupy", "html_url": "https://github.com/harupy", "followers_url": "https://api.github.com/users/harupy/followers", "f... | true | ||||||||
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This can lead to issues when saving datasets from a concatenation of datasets with mixed schemas
Reported in https://discuss.huggingface.c... | value:https://api.github.com/repos/huggingface/datasets/issues/6715/comments | value:PR_kwDODunzps5oo36i | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6715", "html_url": "https://github.com/huggingface/datasets/pull/6715", "diff_url": "https://github.com/huggingface/datasets/pull/6715.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6715.patch", "merged_at": "2024-03-05T11:17:04Z"} | value:2024-03-05T11:23:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/6715/labels{/name} | value:6715 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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See my comment: https://github.com/huggingface/datasets/pull/6687#issuecomment-1976493336
>> EDIT: the fix has been released in `huggingface_hub` 0.21.2 - I removed my commits that were using... | value:https://api.github.com/repos/huggingface/datasets/issues/6713/comments | value:PR_kwDODunzps5olmqh | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6713", "html_url": "https://github.com/huggingface/datasets/pull/6713", "diff_url": "https://github.com/huggingface/datasets/pull/6713.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6713.patch", "merged_at": "2024-03-04T18:06:05Z"} | value:2024-03-04T18:14:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/6713/labels{/name} | value:6713 | json:{"login": "albertvillanova", "id": 8515462, "node_id": "MDQ6VXNlcjg1MTU0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/8515462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/albertvillanova", "html_url": "https://github.com/albertvillanova", "followers_url": "https://api.github.com/us... | value:False | true | |||||||||
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This way calling `ds.set_epoch()` in the main process will update the epoch in the DataLoader workers as well.
This is useful especially because the epoch is used to compute the `effective_seed` used for shuffling.
I used torch's shared memory in case users ... | value:https://api.github.com/repos/huggingface/datasets/issues/6710/comments | value:PR_kwDODunzps5oe4ov | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6710", "html_url": "https://github.com/huggingface/datasets/pull/6710", "diff_url": "https://github.com/huggingface/datasets/pull/6710.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6710.patch", "merged_at": "2024-07-01T17:45:30Z"} | value:2024-07-01T17:51:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/6710/labels{/name} | value:6710 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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```python
from datasets import load_dataset_builder
revision = "3d406e70bc21c3ca92a9a229b4c6fc3ed88279fd"
b = load_dataset_builder("bigcode/the-stack-v2-dedup", data_dir="data/Dockerfile", revision=revision)
print(b.config.data_files)
```
Previously it wou... | value:https://api.github.com/repos/huggingface/datasets/issues/6705/comments | value:PR_kwDODunzps5obdbY | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6705", "html_url": "https://github.com/huggingface/datasets/pull/6705", "diff_url": "https://github.com/huggingface/datasets/pull/6705.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6705.patch", "merged_at": "2024-03-01T18:52:49Z"} | value:2024-03-01T18:59:06Z | value:https://api.github.com/repos/huggingface/datasets/issues/6705/labels{/name} | value:6705 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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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... | value:https://api.github.com/repos/huggingface/datasets/issues/6703/comments | value:I_kwDODunzps6A8JWe | value:closed | value:8 | value:2024-03-04T13:46:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/6703/labels{/name} | value:6703 | json:{"login": "casper-hansen", "id": 27340033, "node_id": "MDQ6VXNlcjI3MzQwMDMz", "avatar_url": "https://avatars.githubusercontent.com/u/27340033?v=4", "gravatar_id": "", "url": "https://api.github.com/users/casper-hansen", "html_url": "https://github.com/casper-hansen", "followers_url": "https://api.github.com/users/... | true | ||||||||
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Say I have the following code:
```
from datasets import Dataset
import pandas as pd
new_data = {
"column_1": ["value1", "value2"],
"column_2": ["value3", "value4"],
}
df_new = pd.DataFrame(new_data)
dataset_new = Dataset.from_pandas(df_new)
# add these samples to a remote ... | value:https://api.github.com/repos/huggingface/datasets/issues/6702/comments | value:I_kwDODunzps6A3JA0 | value:closed | value:2 | value:2024-03-08T21:08:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/6702/labels{/name} | value:6702 | json:{"login": "jbdel", "id": 17854096, "node_id": "MDQ6VXNlcjE3ODU0MDk2", "avatar_url": "https://avatars.githubusercontent.com/u/17854096?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jbdel", "html_url": "https://github.com/jbdel", "followers_url": "https://api.github.com/users/jbdel/followers", "follo... | true | ||||||||
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I trie... | value:https://api.github.com/repos/huggingface/datasets/issues/6701/comments | value:PR_kwDODunzps5oTfO_ | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6701", "html_url": "https://github.com/huggingface/datasets/pull/6701", "diff_url": "https://github.com/huggingface/datasets/pull/6701.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6701.patch", "merged_at": "2024-02-29T15:08:55Z"} | value:2024-02-29T15:15:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/6701/labels{/name} | value:6701 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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The doc of `datasets` v2.17.0/v2.17.1 shows that `remove_columns` is in-place. [link](https://huggingface.co/docs/datasets/v2.17.1/en/package_reference/main_classes#datasets.DatasetDict.remove_columns)
In the text classification example of transformers v4.38.1, the columns are not remov... | value:https://api.github.com/repos/huggingface/datasets/issues/6700/comments | value:I_kwDODunzps6ArcH- | value:closed | value:3 | value:2024-04-02T17:15:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/6700/labels{/name} | value:6700 | json:{"login": "shelfofclub", "id": 32047804, "node_id": "MDQ6VXNlcjMyMDQ3ODA0", "avatar_url": "https://avatars.githubusercontent.com/u/32047804?v=4", "gravatar_id": "", "url": "https://api.github.com/users/shelfofclub", "html_url": "https://github.com/shelfofclub", "followers_url": "https://api.github.com/users/shelfo... | true | ||||||||
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Will unexpected get keys with `None` value in the parsed json dict.
### Steps to reproduce the bug
```jsonl test.jsonl
{"id": 0, "indexs": {"-1": [0, 10]}}
{"id": 1, "indexs": {"-1": [0, 10]}}
```
```python
dataset = Dataset.from_json('.test.jsonl')
print(dataset[0])
```
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Having installed the latest versions of transformers==4.38.1 and datasets==2.17.1 Unable to load the dataset in a kaggle notebook.
Get this Error:
```
---------------------------------------------------------------------------
ValueError Traceback (most... | value:https://api.github.com/repos/huggingface/datasets/issues/6697/comments | value:I_kwDODunzps6Alh_w | value:closed | value:4 | value:2024-02-29T17:32:42Z | value:https://api.github.com/repos/huggingface/datasets/issues/6697/labels{/name} | value:6697 | json:{"login": "vrunm", "id": 97465624, "node_id": "U_kgDOBc81GA", "avatar_url": "https://avatars.githubusercontent.com/u/97465624?v=4", "gravatar_id": "", "url": "https://api.github.com/users/vrunm", "html_url": "https://github.com/vrunm", "followers_url": "https://api.github.com/users/vrunm/followers", "following_url... | true | ||||||||
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```python
from datasets import load_dataset
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