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close https://github.com/huggingface/datasets/issues/6259
close https://github.com/huggingface/datasets/issues/6272
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I have a dataset with an embedding column, when I try to map that dataset I get the following exception:
```
Traceback (most recent call last):
File "/Users/jmif/.virtualenvs/llm-training/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 3189, in map
for rank, done, c... | value:https://api.github.com/repos/huggingface/datasets/issues/6280/comments | value:I_kwDODunzps5y7jru | value:closed | value:4 | value:2024-02-06T19:24:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/6280/labels{/name} | value:6280 | json:{"login": "jmif", "id": 1000442, "node_id": "MDQ6VXNlcjEwMDA0NDI=", "avatar_url": "https://avatars.githubusercontent.com/u/1000442?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jmif", "html_url": "https://github.com/jmif", "followers_url": "https://api.github.com/users/jmif/followers", "following_u... | true | ||||||||
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Hi,
could you add an implementation of a batched `IterableDataset`. It already support an option to do batch iteration via `.iter(batch_size=...)` but this cannot be used in combination with a torch `DataLoader` since it just returns an iterator.
### Motivation
The current implementatio... | value:https://api.github.com/repos/huggingface/datasets/issues/6279/comments | value:I_kwDODunzps5y62BC | value:open | value:9 | value:2024-11-07T10:01:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/6279/labels{/name} | value:6279 | json:{"login": "lneukom", "id": 7010688, "node_id": "MDQ6VXNlcjcwMTA2ODg=", "avatar_url": "https://avatars.githubusercontent.com/u/7010688?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lneukom", "html_url": "https://github.com/lneukom", "followers_url": "https://api.github.com/users/lneukom/followers", ... | true | |||||||||||
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I also deprecated DataFilesList.
EDIT: actually I might just add drop_duplicates=True to `.from_patterns`
close https://github.com/huggingface/datasets/issues/6259
close https://github.com/huggingface/datasets/issues/6272
TODO:
- [ ] t... | value:https://api.github.com/repos/huggingface/datasets/issues/6278/comments | value:PR_kwDODunzps5b_iKb | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6278", "html_url": "https://github.com/huggingface/datasets/pull/6278", "diff_url": "https://github.com/huggingface/datasets/pull/6278.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6278.patch", "merged_at": null} | value:2024-01-11T06:32:49Z | value:https://api.github.com/repos/huggingface/datasets/issues/6278/labels{/name} | value:6278 | 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:True | true | |||||||||
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I'm encountering a "FileNotFoundError" while attempting to use the "paws-x" dataset to retrain the DistilRoBERTa-base model. The error message is as follows:
FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face H... | value:https://api.github.com/repos/huggingface/datasets/issues/6277/comments | value:I_kwDODunzps5y3F3C | value:closed | value:1 | value:2023-10-08T17:05:46Z | value:https://api.github.com/repos/huggingface/datasets/issues/6277/labels{/name} | value:6277 | json:{"login": "diegogonzalezc", "id": 66733346, "node_id": "MDQ6VXNlcjY2NzMzMzQ2", "avatar_url": "https://avatars.githubusercontent.com/u/66733346?v=4", "gravatar_id": "", "url": "https://api.github.com/users/diegogonzalezc", "html_url": "https://github.com/diegogonzalezc", "followers_url": "https://api.github.com/use... | true | ||||||||
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I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error, i'm following the steps in this blog post
https://huggingface.co/blog/fine-tune-whisper
I tried google collab and it works but because I'm on the free version the tra... | value:https://api.github.com/repos/huggingface/datasets/issues/6276/comments | value:I_kwDODunzps5yy9iW | value:open | value:3 | value:2023-11-27T10:39:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/6276/labels{/name} | value:6276 | json:{"login": "valaofficial", "id": 50768065, "node_id": "MDQ6VXNlcjUwNzY4MDY1", "avatar_url": "https://avatars.githubusercontent.com/u/50768065?v=4", "gravatar_id": "", "url": "https://api.github.com/users/valaofficial", "html_url": "https://github.com/valaofficial", "followers_url": "https://api.github.com/users/val... | true | |||||||||||
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When there is only one config and only the dataset name is entered when using datasets.load_dataset(), it works fine. But if I create a second builder_config for my dataset and enter the config name when using datasets.load_dataset(), the following error will happen.
FileNotFoundError: [E... | value:https://api.github.com/repos/huggingface/datasets/issues/6274/comments | value:I_kwDODunzps5ygLAo | value:closed | value:2 | value:2024-08-14T04:42:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/6274/labels{/name} | value:6274 | json:{"login": "LouisChen15", "id": 97120485, "node_id": "U_kgDOBcnw5Q", "avatar_url": "https://avatars.githubusercontent.com/u/97120485?v=4", "gravatar_id": "", "url": "https://api.github.com/users/LouisChen15", "html_url": "https://github.com/LouisChen15", "followers_url": "https://api.github.com/users/LouisChen15/fo... | true | ||||||||
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The link provided for the dataset is broken,
data_files =
[https://the-eye.eu/public/AI/pile_preliminary_components/PUBMED_title_abstracts_2019_baseline.jsonl.zst](url)
The
### Steps to reproduce the bug
Steps to reproduce:
1) Head over to [https://huggingface.co/learn/nlp-course... | value:https://api.github.com/repos/huggingface/datasets/issues/6273/comments | value:I_kwDODunzps5yfvKU | value:open | value:5 | value:2024-04-28T02:30:42Z | value:https://api.github.com/repos/huggingface/datasets/issues/6273/labels{/name} | value:6273 | json:{"login": "sameemqureshi", "id": 100606327, "node_id": "U_kgDOBf8hdw", "avatar_url": "https://avatars.githubusercontent.com/u/100606327?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sameemqureshi", "html_url": "https://github.com/sameemqureshi", "followers_url": "https://api.github.com/users/sameem... | true | |||||||||||
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```ipython
In [1]: from datasets import *
In [2]: b = load_dataset_builder("u23429/stock_1_minute_ticker")
Downloading readme: 100%|██████████████████████████| 627/627 [00:00<00:00, 246kB/s]
In [3]: b.config.data_files
Out[3]:
{NamedSplit('train'): ['hf://dat... | value:https://api.github.com/repos/huggingface/datasets/issues/6272/comments | value:I_kwDODunzps5yfY__ | value:closed | value:7 | value:2024-03-15T15:22:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/6272/labels{/name} | value:6272 | 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"... | true | ||||||||
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I want to be able to overwrite/update/delete splits in my dataset. Currently the only way to do is to manually go into the dataset and delete the split. If I try to overwrite programmatically I end up in an error state and (somewhat) corrupting the dataset. Read below.
**Current Behavior*... | value:https://api.github.com/repos/huggingface/datasets/issues/6271/comments | value:I_kwDODunzps5yd0nH | value:closed | value:0 | value:2023-10-16T13:30:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/6271/labels{/name} | value:6271 | json:{"login": "govindrai", "id": 13859249, "node_id": "MDQ6VXNlcjEzODU5MjQ5", "avatar_url": "https://avatars.githubusercontent.com/u/13859249?v=4", "gravatar_id": "", "url": "https://api.github.com/users/govindrai", "html_url": "https://github.com/govindrai", "followers_url": "https://api.github.com/users/govindrai/fo... | true | ||||||||
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According to the docs of Datasets.from_generator:
```
gen_kwargs(`dict`, *optional*):
Keyword arguments to be passed to the `generator` callable.
You can define a sharded dataset by passing the list of shards in `gen_kwargs`.
```
So I'd expect that if ge... | value:https://api.github.com/repos/huggingface/datasets/issues/6270/comments | value:I_kwDODunzps5ydead | value:closed | value:6 | value:2023-10-11T20:29:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/6270/labels{/name} | value:6270 | json:{"login": "hartmans", "id": 53510, "node_id": "MDQ6VXNlcjUzNTEw", "avatar_url": "https://avatars.githubusercontent.com/u/53510?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hartmans", "html_url": "https://github.com/hartmans", "followers_url": "https://api.github.com/users/hartmans/followers", "fol... | true | ||||||||
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A shard's fingerprint no longer needs to be added as a suffix to support resuming an upload, meaning the shards' naming... | value:https://api.github.com/repos/huggingface/datasets/issues/6269/comments | value:PR_kwDODunzps5bjbDc | value:closed | value:21 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6269", "html_url": "https://github.com/huggingface/datasets/pull/6269", "diff_url": "https://github.com/huggingface/datasets/pull/6269.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6269.patch", "merged_at": "2023-10-16T13:30:46Z"} | value:2023-10-16T16:03:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/6269/labels{/name} | value:6269 | 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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from datasets import load_dataset
ds = load_dataset("lhoestq/demo1", split="train")
ds = ds.map(lambda x: {}, num_proc=2).filter(lambda x: True).remove_columns(["id"])
print(ds.repo_id)
# lhoestq/demo1
```
- repo_id is None when the dataset doesn't come from the Hub, e.g. from Dataset.from_di... | value:https://api.github.com/repos/huggingface/datasets/issues/6268/comments | value:PR_kwDODunzps5bhgs7 | value:open | value:9 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6268", "html_url": "https://github.com/huggingface/datasets/pull/6268", "diff_url": "https://github.com/huggingface/datasets/pull/6268.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6268.patch", "merged_at": null} | value:2023-10-01T15:29:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/6268/labels{/name} | value:6268 | 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:True | true | |||||||||||
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I have a multi label dataset and I'd like to be able to class encode the column and store the mapping directly in the features just as I can with a single label column. `class_encode_column` currently does not support multi labels.
Here's an example of what I'd like to encode:
```
dat... | value:https://api.github.com/repos/huggingface/datasets/issues/6267/comments | value:I_kwDODunzps5yOpp- | value:open | value:7 | value:2023-10-26T18:46:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/6267/labels{/name} | value:6267 | json:{"login": "jmif", "id": 1000442, "node_id": "MDQ6VXNlcjEwMDA0NDI=", "avatar_url": "https://avatars.githubusercontent.com/u/1000442?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jmif", "html_url": "https://github.com/jmif", "followers_url": "https://api.github.com/users/jmif/followers", "following_u... | true | |||||||||||
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Fix https://github.com/huggingface/datasets/issues/6260 | value:https://api.github.com/repos/huggingface/datasets/issues/6265/comments | value:PR_kwDODunzps5bWDfc | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6265", "html_url": "https://github.com/huggingface/datasets/pull/6265", "diff_url": "https://github.com/huggingface/datasets/pull/6265.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6265.patch", "merged_at": "2023-09-28T18:23:35Z"} | value:2023-09-28T18:34:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/6265/labels{/name} | value:6265 | 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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Hot fix #6263. | value:https://api.github.com/repos/huggingface/datasets/issues/6264/comments | value:PR_kwDODunzps5bTvzh | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6264", "html_url": "https://github.com/huggingface/datasets/pull/6264", "diff_url": "https://github.com/huggingface/datasets/pull/6264.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6264.patch", "merged_at": "2023-09-27T08:36:39Z"} | value:2023-09-27T08:45:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/6264/labels{/name} | value:6264 | 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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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/... | value:https://api.github.com/repos/huggingface/datasets/issues/6263/comments | value:I_kwDODunzps5yI9WD | value:closed | value:0 | value:2023-09-27T08:36:40Z | value:https://api.github.com/repos/huggingface/datasets/issues/6263/labels{/name} | value:6263 | 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... | true | |||||||
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```
FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_multiple_files_with_max_shard_size - huggingface... | value:https://api.github.com/repos/huggingface/datasets/issues/6262/comments | value:PR_kwDODunzps5bTh6H | value:closed | value:9 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6262", "html_url": "https://github.com/huggingface/datasets/pull/6262", "diff_url": "https://github.com/huggingface/datasets/pull/6262.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6262.patch", "merged_at": "2023-09-28T15:30:40Z"} | value:2023-09-28T15:39:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/6262/labels{/name} | value:6262 | 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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Can't seem to load the JourneyDB dataset.
It throws the following error:
```
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
Cell In[15], line 2
1 # If the dataset is gate... | value:https://api.github.com/repos/huggingface/datasets/issues/6261/comments | value:I_kwDODunzps5yEni6 | value:closed | value:5 | value:2023-10-05T10:23:23Z | value:https://api.github.com/repos/huggingface/datasets/issues/6261/labels{/name} | value:6261 | json:{"login": "joaopedrosdmm", "id": 37955817, "node_id": "MDQ6VXNlcjM3OTU1ODE3", "avatar_url": "https://avatars.githubusercontent.com/u/37955817?v=4", "gravatar_id": "", "url": "https://api.github.com/users/joaopedrosdmm", "html_url": "https://github.com/joaopedrosdmm", "followers_url": "https://api.github.com/users/... | true | ||||||||
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I use the following code to download natural_question dataset. Even though I have completely download it, the next time I run this code, the new download procedure will start and cover the original /data/lxy/NQ
config=datasets.DownloadConfig(resume_download=True,max_retries=100,cache_dir... | value:https://api.github.com/repos/huggingface/datasets/issues/6260/comments | value:I_kwDODunzps5x_9w6 | value:closed | value:3 | value:2023-09-28T18:23:36Z | value:https://api.github.com/repos/huggingface/datasets/issues/6260/labels{/name} | value:6260 | json:{"login": "rangehow", "id": 88258534, "node_id": "MDQ6VXNlcjg4MjU4NTM0", "avatar_url": "https://avatars.githubusercontent.com/u/88258534?v=4", "gravatar_id": "", "url": "https://api.github.com/users/rangehow", "html_url": "https://github.com/rangehow", "followers_url": "https://api.github.com/users/rangehow/follow... | true | ||||||||
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When parquet files are saved in "train" and "val" subdirectories under a root directory, and datasets are then loaded using `load_dataset("parquet", data_dir="root_directory")`, the resulting dataset has duplicated rows for both the training and validation sets.
### Steps to reproduce t... | value:https://api.github.com/repos/huggingface/datasets/issues/6259/comments | value:I_kwDODunzps5x9kg- | value:closed | value:1 | value:2024-03-15T15:22:04Z | value:https://api.github.com/repos/huggingface/datasets/issues/6259/labels{/name} | value:6259 | json:{"login": "MF-FOOM", "id": 141304309, "node_id": "U_kgDOCGwh9Q", "avatar_url": "https://avatars.githubusercontent.com/u/141304309?v=4", "gravatar_id": "", "url": "https://api.github.com/users/MF-FOOM", "html_url": "https://github.com/MF-FOOM", "followers_url": "https://api.github.com/users/MF-FOOM/followers", "fol... | true | |||||||
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I try to upload a very large dataset of images, and get the following error:
```
File /fsx-multigen/yuvalkirstain/miniconda/envs/pickapic/lib/python3.10/site-packages/huggingface_hub/hf_api.py:2712, in HfApi.create_commit(self, repo_id, operations, commit_message, commit_description, token... | value:https://api.github.com/repos/huggingface/datasets/issues/6257/comments | value:I_kwDODunzps5x45g0 | value:closed | value:4 | value:2023-10-16T13:30:49Z | value:https://api.github.com/repos/huggingface/datasets/issues/6257/labels{/name} | value:6257 | json:{"login": "yuvalkirstain", "id": 57996478, "node_id": "MDQ6VXNlcjU3OTk2NDc4", "avatar_url": "https://avatars.githubusercontent.com/u/57996478?v=4", "gravatar_id": "", "url": "https://api.github.com/users/yuvalkirstain", "html_url": "https://github.com/yuvalkirstain", "followers_url": "https://api.github.com/users/... | true | ||||||||
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datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the ... | value:https://api.github.com/repos/huggingface/datasets/issues/6256/comments | value:I_kwDODunzps5x3Hx_ | value:closed | value:8 | value:2025-05-14T10:08:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/6256/labels{/name} | value:6256 | json:{"login": "andyzhu", "id": 171831, "node_id": "MDQ6VXNlcjE3MTgzMQ==", "avatar_url": "https://avatars.githubusercontent.com/u/171831?v=4", "gravatar_id": "", "url": "https://api.github.com/users/andyzhu", "html_url": "https://github.com/andyzhu", "followers_url": "https://api.github.com/users/andyzhu/followers", "f... | true | ||||||||
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E.g. `load_dataset("uonlp/CulturaX", "fr", revision="refs/pr/6")` from >1min to 15sec | value:https://api.github.com/repos/huggingface/datasets/issues/6255/comments | value:PR_kwDODunzps5bCioS | value:closed | value:5 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6255", "html_url": "https://github.com/huggingface/datasets/pull/6255", "diff_url": "https://github.com/huggingface/datasets/pull/6255.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6255.patch", "merged_at": null} | value:2024-01-11T06:32:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/6255/labels{/name} | value:6255 | 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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Hey there,
I’m using Dataset.from_generator() to convert a torch_dataset to the Huggingface Dataset.
However, when I debug my code on vscode, I find that it runs really slow on Dataset.from_generator() which may even 20 times longer then run the script on terminal.
### Steps to reproduce ... | value:https://api.github.com/repos/huggingface/datasets/issues/6254/comments | value:I_kwDODunzps5x00io | value:closed | value:1 | value:2023-10-03T14:42:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/6254/labels{/name} | value:6254 | json:{"login": "dontnet-wuenze", "id": 56437469, "node_id": "MDQ6VXNlcjU2NDM3NDY5", "avatar_url": "https://avatars.githubusercontent.com/u/56437469?v=4", "gravatar_id": "", "url": "https://api.github.com/users/dontnet-wuenze", "html_url": "https://github.com/dontnet-wuenze", "followers_url": "https://api.github.com/use... | true | ||||||||
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this was causing this issue:
```ipython
In [1]: from datasets import *
In [2]: inspect.get_dataset_config_names("aakanksha/udpos")
Out[2]: ['default']
In [3]: load_dataset_builder("aakanksha/udpos").config.name
Out[3]: 'en'
``` | value:https://api.github.com/repos/huggingface/datasets/issues/6253/comments | value:PR_kwDODunzps5a3s__ | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6253", "html_url": "https://github.com/huggingface/datasets/pull/6253", "diff_url": "https://github.com/huggingface/datasets/pull/6253.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6253.patch", "merged_at": "2023-09-21T14:08:00Z"} | value:2023-09-21T14:16:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/6253/labels{/name} | value:6253 | 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 noticed that some of my images loaded using PIL have some metadata related to exif that can rotate them when loading.
Since the dataset.features.Image uses PIL for loading, the loaded image may be rotated (width and height will be inverted) thus for tasks as object detection and layoutLM t... | value:https://api.github.com/repos/huggingface/datasets/issues/6252/comments | value:I_kwDODunzps5xoPrS | value:closed | value:2 | value:2024-03-19T15:29:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/6252/labels{/name} | value:6252 | json:{"login": "rhajou", "id": 108274349, "node_id": "U_kgDOBnQirQ", "avatar_url": "https://avatars.githubusercontent.com/u/108274349?v=4", "gravatar_id": "", "url": "https://api.github.com/users/rhajou", "html_url": "https://github.com/rhajou", "followers_url": "https://api.github.com/users/rhajou/followers", "followi... | true | |||||||
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See: https://huggingface.co/datasets/uonlp/CulturaX/discussions/2
CC: @AndreaFrancis | value:https://api.github.com/repos/huggingface/datasets/issues/6251/comments | value:PR_kwDODunzps5awQsy | value:closed | value:10 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6251", "html_url": "https://github.com/huggingface/datasets/pull/6251", "diff_url": "https://github.com/huggingface/datasets/pull/6251.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6251.patch", "merged_at": "2023-09-27T06:26:24Z"} | value:2023-09-27T06:37:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/6251/labels{/name} | value:6251 | 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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``` from datasets import AudioFolder ``` and ```from datasets import ImageFolder``` to ```from datasets import load_dataset```
```
cannot import name 'AudioFolder' from 'datasets' (/home/eswardivi/miniconda3/envs/Hugformers/lib/python3.1... | value:https://api.github.com/repos/huggingface/datasets/issues/6247/comments | value:PR_kwDODunzps5amAQ1 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6247", "html_url": "https://github.com/huggingface/datasets/pull/6247", "diff_url": "https://github.com/huggingface/datasets/pull/6247.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6247.patch", "merged_at": "2023-09-19T18:40:10Z"} | value:2023-09-19T18:51:49Z | value:https://api.github.com/repos/huggingface/datasets/issues/6247/labels{/name} | value:6247 | json:{"login": "EswarDivi", "id": 76403422, "node_id": "MDQ6VXNlcjc2NDAzNDIy", "avatar_url": "https://avatars.githubusercontent.com/u/76403422?v=4", "gravatar_id": "", "url": "https://api.github.com/users/EswarDivi", "html_url": "https://github.com/EswarDivi", "followers_url": "https://api.github.com/users/EswarDivi/fo... | value:False | true | |||||||||
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```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/workspace/data']
3 fram... | value:https://api.github.com/repos/huggingface/datasets/issues/6246/comments | value:I_kwDODunzps5xPWLe | value:closed | value:4 | value:2023-09-18T16:20:09Z | value:https://api.github.com/repos/huggingface/datasets/issues/6246/labels{/name} | value:6246 | json:{"login": "andysingal", "id": 20493493, "node_id": "MDQ6VXNlcjIwNDkzNDkz", "avatar_url": "https://avatars.githubusercontent.com/u/20493493?v=4", "gravatar_id": "", "url": "https://api.github.com/users/andysingal", "html_url": "https://github.com/andysingal", "followers_url": "https://api.github.com/users/andysinga... | true | ||||||||
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When a dataset saved with a specified inner sequence length is loaded without specifying that length, the original data is altered and becomes inconsistent.
### Steps to reproduce the bug
```python
from datasets import Dataset, Features, Value, Sequence, load_dataset
# Repository ID
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I am trying to get CLIP to fine-tuning with my code.
When I tried to run it on multiple GPUs using accelerate, I encountered the following phenomenon.
- Validation dataloader stuck in 2nd epoch only on multi-GPU
Specifically, when the "for inputs in valid_loader:" process is finished, i... | value:https://api.github.com/repos/huggingface/datasets/issues/6240/comments | value:I_kwDODunzps5w_nNw | value:closed | value:2 | value:2023-09-14T23:54:42Z | value:https://api.github.com/repos/huggingface/datasets/issues/6240/labels{/name} | value:6240 | json:{"login": "kuri54", "id": 40049003, "node_id": "MDQ6VXNlcjQwMDQ5MDAz", "avatar_url": "https://avatars.githubusercontent.com/u/40049003?v=4", "gravatar_id": "", "url": "https://api.github.com/users/kuri54", "html_url": "https://github.com/kuri54", "followers_url": "https://api.github.com/users/kuri54/followers", "f... | true | ||||||||
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I get a RuntimeError from the following code:
```python
audio_dataset = Dataset.from_dict({"audio": ["/kaggle/input/bengaliai-speech/train_mp3s/000005f3362c.mp3"]}).cast_column("audio", Audio())
audio_dataset[0]
```
### Traceback
<details>
```python
RuntimeError ... | value:https://api.github.com/repos/huggingface/datasets/issues/6239/comments | value:I_kwDODunzps5w-LyG | value:closed | value:2 | value:2023-09-15T14:32:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/6239/labels{/name} | value:6239 | json:{"login": "abodacs", "id": 554032, "node_id": "MDQ6VXNlcjU1NDAzMg==", "avatar_url": "https://avatars.githubusercontent.com/u/554032?v=4", "gravatar_id": "", "url": "https://api.github.com/users/abodacs", "html_url": "https://github.com/abodacs", "followers_url": "https://api.github.com/users/abodacs/followers", "f... | true | ||||||||
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If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition.
### Steps to reproduce the bug
Here's a minimal example:
```python
def filter_batch_always_true(batch, indices):
print("First index being passed into this... | value:https://api.github.com/repos/huggingface/datasets/issues/6238/comments | value:I_kwDODunzps5w9pOU | value:closed | value:2 | value:2023-09-17T07:05:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/6238/labels{/name} | value:6238 | json:{"login": "Taytay", "id": 1330693, "node_id": "MDQ6VXNlcjEzMzA2OTM=", "avatar_url": "https://avatars.githubusercontent.com/u/1330693?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Taytay", "html_url": "https://github.com/Taytay", "followers_url": "https://api.github.com/users/Taytay/followers", "fol... | true | ||||||||
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Code snippet:
```
raw_datasets.map(
encode_function,
batched=False,
num_proc=args.preprocessing_num_workers,
load_from_cache_file=not ar... | value:https://api.github.com/repos/huggingface/datasets/issues/6237/comments | value:I_kwDODunzps5w4W9x | value:closed | value:1 | value:2023-09-19T21:54:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/6237/labels{/name} | value:6237 | json:{"login": "macabdul9", "id": 25720695, "node_id": "MDQ6VXNlcjI1NzIwNjk1", "avatar_url": "https://avatars.githubusercontent.com/u/25720695?v=4", "gravatar_id": "", "url": "https://api.github.com/users/macabdul9", "html_url": "https://github.com/macabdul9", "followers_url": "https://api.github.com/users/macabdul9/fo... | true | ||||||||
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I'm using to_tf_dataset to convert a large dataset to tf.data.Dataset and use Keras fit to train model.
Currently, to_tf_dataset only supports full size shuffle, which can be very slow on large dataset.
tf.data.Dataset support buffer shuffle by default.
shuffle(
buffer_size, seed=N... | value:https://api.github.com/repos/huggingface/datasets/issues/6236/comments | value:I_kwDODunzps5w3shg | value:open | value:3 | value:2023-09-18T01:11:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/6236/labels{/name} | value:6236 | json:{"login": "EthanRock", "id": 7635551, "node_id": "MDQ6VXNlcjc2MzU1NTE=", "avatar_url": "https://avatars.githubusercontent.com/u/7635551?v=4", "gravatar_id": "", "url": "https://api.github.com/users/EthanRock", "html_url": "https://github.com/EthanRock", "followers_url": "https://api.github.com/users/EthanRock/foll... | true | |||||||||||
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Current multiprocessing for download/extract is not done nestedly. For example, when processing SlimPajama, there is only 3 processes (for train/test/val), while there are many files inside these 3 folders
```
Downloading data files #0: 0%| | 0/1 [00:00<?, ?obj/s]
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This has been fixed. | value:https://api.github.com/repos/huggingface/datasets/issues/6232/comments | value:PR_kwDODunzps5aDhhK | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6232", "html_url": "https://github.com/huggingface/datasets/pull/6232", "diff_url": "https://github.com/huggingface/datasets/pull/6232.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6232.patch", "merged_at": "2023-09-15T17:59:02Z"} | value:2023-09-15T18:07:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/6232/labels{/name} | value:6232 | json:{"login": "suavemint", "id": 4016832, "node_id": "MDQ6VXNlcjQwMTY4MzI=", "avatar_url": "https://avatars.githubusercontent.com/u/4016832?v=4", "gravatar_id": "", "url": "https://api.github.com/users/suavemint", "html_url": "https://github.com/suavemint", "followers_url": "https://api.github.com/users/suavemint/foll... | value:False | true | |||||||||
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```
---------------------------------------------------------------------------
NotImplementedError Traceback (most recent call last)
Cell In[14], line 11
9 for idx, example in enumerate(dataset['train']):
10 image_path = example['image']
---> 11 ... | value:https://api.github.com/repos/huggingface/datasets/issues/6229/comments | value:I_kwDODunzps5wmKFK | value:closed | value:3 | value:2023-09-20T16:11:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/6229/labels{/name} | value:6229 | json:{"login": "andysingal", "id": 20493493, "node_id": "MDQ6VXNlcjIwNDkzNDkz", "avatar_url": "https://avatars.githubusercontent.com/u/20493493?v=4", "gravatar_id": "", "url": "https://api.github.com/users/andysingal", "html_url": "https://github.com/andysingal", "followers_url": "https://api.github.com/users/andysinga... | true | ||||||||
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> albumentations expects the image to be in BGR format, not RGB, so you’ll have to convert the image before applying the transform.
[Link to tutorial](https://gi... | value:https://api.github.com/repos/huggingface/datasets/issues/6225/comments | value:I_kwDODunzps5weinw | value:closed | value:1 | value:2023-09-08T17:52:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/6225/labels{/name} | value:6225 | json:{"login": "samokhinv", "id": 33297401, "node_id": "MDQ6VXNlcjMzMjk3NDAx", "avatar_url": "https://avatars.githubusercontent.com/u/33297401?v=4", "gravatar_id": "", "url": "https://api.github.com/users/samokhinv", "html_url": "https://github.com/samokhinv", "followers_url": "https://api.github.com/users/samokhinv/fo... | true | ||||||||
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https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia/blob/main/librivox-indonesia.py#L59 | value:https://api.github.com/repos/huggingface/datasets/issues/6222/comments | value:PR_kwDODunzps5Zup2f | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6222", "html_url": "https://github.com/huggingface/datasets/pull/6222", "diff_url": "https://github.com/huggingface/datasets/pull/6222.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6222.patch", "merged_at": "2023-09-07T15:39:09Z"} | value:2023-10-03T14:18:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/6222/labels{/name} | value:6222 | json:{"login": "prassanna-ravishankar", "id": 3224332, "node_id": "MDQ6VXNlcjMyMjQzMzI=", "avatar_url": "https://avatars.githubusercontent.com/u/3224332?v=4", "gravatar_id": "", "url": "https://api.github.com/users/prassanna-ravishankar", "html_url": "https://github.com/prassanna-ravishankar", "followers_url": "https:/... | value:False | true | |||||||||
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I am not sure if supporting this is the best idea for the following reasons:
>For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need... | value:https://api.github.com/repos/huggingface/datasets/issues/6221/comments | value:I_kwDODunzps5wUIMX | value:open | value:1 | value:2023-09-06T18:32:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/6221/labels{/name} | value:6221 | 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... | true | |||||||||||
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```python
from datasets import load_dataset_builder
b = load_dataset_builder("lambdalabs/pokemon-blip-captions", "default")
print(b.info)
```
which should return
```
DatasetInfo(
features={'image': Image(decode=True, id=None), 'text': Value(dtype='string', id=None)},
dataset_name='pokem... | value:https://api.github.com/repos/huggingface/datasets/issues/6218/comments | value:PR_kwDODunzps5Zqw3Y | value:closed | value:8 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6218", "html_url": "https://github.com/huggingface/datasets/pull/6218", "diff_url": "https://github.com/huggingface/datasets/pull/6218.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6218.patch", "merged_at": "2023-09-06T11:23:56Z"} | value:2023-09-07T08:31:29Z | value:https://api.github.com/repos/huggingface/datasets/issues/6218/labels{/name} | value:6218 | 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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`Dataset.to_dict` seems to ignore the decoding instruction passed in features.
### Steps to reproduce the bug
```python
import datasets
import numpy as np
from PIL import Image
img = np.random.randint(0, 256, (5, 5, 3), dtype=np.uint8)
img = Image.fromarray(img)
features = datase... | value:https://api.github.com/repos/huggingface/datasets/issues/6217/comments | value:I_kwDODunzps5wRa2P | value:open | value:1 | value:2023-09-08T17:08:52Z | value:https://api.github.com/repos/huggingface/datasets/issues/6217/labels{/name} | value:6217 | json:{"login": "qgallouedec", "id": 45557362, "node_id": "MDQ6VXNlcjQ1NTU3MzYy", "avatar_url": "https://avatars.githubusercontent.com/u/45557362?v=4", "gravatar_id": "", "url": "https://api.github.com/users/qgallouedec", "html_url": "https://github.com/qgallouedec", "followers_url": "https://api.github.com/users/qgallo... | true | |||||||||||
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- #6210
Related to issue:
- #6209
After investigation, I think the root issue is related to the new glob behavior with double asterisk `**` they have introduced in:
- https://github.com/fsspec/filesystem_spec/pull/1329 | value:https://api.github.com/repos/huggingface/datasets/issues/6214/comments | value:I_kwDODunzps5wKQUV | value:closed | value:0 | value:2023-09-26T15:32:52Z | value:https://api.github.com/repos/huggingface/datasets/issues/6214/labels{/name} | value:6214 | 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... | true | |||||||
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Attempting to `load_dataset` from a path starting with `~` (as a shorthand for the user's home directory) seems not to be fully working - at least as far as the `parquet` dataset builder is concerned.
(the same file can be loaded correctly if providing its absolute path instead)
I thin... | value:https://api.github.com/repos/huggingface/datasets/issues/6212/comments | value:I_kwDODunzps5wFJ6c | value:open | value:2 | value:2023-09-05T08:28:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/6212/labels{/name} | value:6212 | json:{"login": "exs-avianello", "id": 128361578, "node_id": "U_kgDOB6akag", "avatar_url": "https://avatars.githubusercontent.com/u/128361578?v=4", "gravatar_id": "", "url": "https://api.github.com/users/exs-avianello", "html_url": "https://github.com/exs-avianello", "followers_url": "https://api.github.com/users/exs-av... | true | |||||||||||
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Until now they were omited because the JSON dumps ignore the fields that are equal to the default values.
This is needed in datasets-server since we parse this information to the viewer | value:https://api.github.com/repos/huggingface/datasets/issues/6211/comments | value:PR_kwDODunzps5Ze-pv | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6211", "html_url": "https://github.com/huggingface/datasets/pull/6211", "diff_url": "https://github.com/huggingface/datasets/pull/6211.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6211.patch", "merged_at": "2023-09-04T14:47:17Z"} | value:2023-09-04T14:58:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/6211/labels{/name} | value:6211 | 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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Hot fix #6209. | value:https://api.github.com/repos/huggingface/datasets/issues/6210/comments | value:PR_kwDODunzps5Zc4JF | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6210", "html_url": "https://github.com/huggingface/datasets/pull/6210", "diff_url": "https://github.com/huggingface/datasets/pull/6210.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6210.patch", "merged_at": "2023-09-04T07:30:00Z"} | value:2023-09-04T07:40:23Z | value:https://api.github.com/repos/huggingface/datasets/issues/6210/labels{/name} | value:6210 | 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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See: https://github.com/huggingface/datasets/actions/runs/6069947111/job/16465138041
```
=========================== short test summary info ============================
FAILED tests/test_load.py::ModuleFactoryTest::test_LocalDatasetModuleFactoryWithoutScript_with_data_... | value:https://api.github.com/repos/huggingface/datasets/issues/6209/comments | value:I_kwDODunzps5wCMFw | value:closed | value:0 | value:2023-09-04T07:30:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/6209/labels{/name} | value:6209 | 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... | true | |||||||
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- #6207
That PR introduced the filtering out of `.zip` extensions. This PR reverts that.
Hot fix #6207.
Maybe we should do patch releases: the bug was introduced in 2.13.1.
CC: @lhoestq | value:https://api.github.com/repos/huggingface/datasets/issues/6208/comments | value:PR_kwDODunzps5ZcnpJ | value:closed | value:6 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6208", "html_url": "https://github.com/huggingface/datasets/pull/6208", "diff_url": "https://github.com/huggingface/datasets/pull/6208.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6208.patch", "merged_at": "2023-09-04T09:13:32Z"} | value:2023-09-04T09:22:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/6208/labels{/name} | value:6208 | 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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For example, that no-script dataset containing ZIP files, raises NonMatchingSplitsSizesError:
```python
In [2]: ds = load_dataset("sidovic/LearningQ-qg")
NonMatchingSplitsSizesError: [... | value:https://api.github.com/repos/huggingface/datasets/issues/6207/comments | value:I_kwDODunzps5wB7yi | value:closed | value:0 | value:2023-09-04T09:13:33Z | value:https://api.github.com/repos/huggingface/datasets/issues/6207/labels{/name} | value:6207 | 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... | true | |||||||
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When calling load_dataset, raise error
```
Traceback (most recent call last):
File "/home/aihao/miniconda3/envs/torch/lib/python3.11/site-packages/datasets/builder.py", line 1694, in _pre
pare_split_single ... | value:https://api.github.com/repos/huggingface/datasets/issues/6206/comments | value:I_kwDODunzps5wBn5R | value:closed | value:2 | value:2024-04-17T15:53:29Z | value:https://api.github.com/repos/huggingface/datasets/issues/6206/labels{/name} | value:6206 | json:{"login": "aihao2000", "id": 51043929, "node_id": "MDQ6VXNlcjUxMDQzOTI5", "avatar_url": "https://avatars.githubusercontent.com/u/51043929?v=4", "gravatar_id": "", "url": "https://api.github.com/users/aihao2000", "html_url": "https://github.com/aihao2000", "followers_url": "https://api.github.com/users/aihao2000/fo... | true | ||||||||
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Adding support for loading a file from a DVC repository, tracked remotely on a SCM.
### Motivation
DVC is a popular version control system to version and manage datasets. The files are stored on a remote object storage platform, but they are tracked using Git. Integration with DVC is possib... | value:https://api.github.com/repos/huggingface/datasets/issues/6203/comments | value:I_kwDODunzps5v6D-S | value:closed | value:4 | value:2023-09-15T15:11:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/6203/labels{/name} | value:6203 | json:{"login": "bilelomrani1", "id": 16692099, "node_id": "MDQ6VXNlcjE2NjkyMDk5", "avatar_url": "https://avatars.githubusercontent.com/u/16692099?v=4", "gravatar_id": "", "url": "https://api.github.com/users/bilelomrani1", "html_url": "https://github.com/bilelomrani1", "followers_url": "https://api.github.com/users/bil... | true | ||||||||
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Whenever I `pip install datasets[jax]` it downgrades jax to version 0.3.25. I seem to be able to install this library first then upgrade jax back to version 0.4.13.
### Motivation
It would be nice to not overwrite currently installed version of jax if possible.
### Your contributio... | value:https://api.github.com/repos/huggingface/datasets/issues/6202/comments | value:I_kwDODunzps5v2xtP | value:closed | value:1 | value:2023-10-12T16:28:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/6202/labels{/name} | value:6202 | json:{"login": "chrisflesher", "id": 1332458, "node_id": "MDQ6VXNlcjEzMzI0NTg=", "avatar_url": "https://avatars.githubusercontent.com/u/1332458?v=4", "gravatar_id": "", "url": "https://api.github.com/users/chrisflesher", "html_url": "https://github.com/chrisflesher", "followers_url": "https://api.github.com/users/chris... | true | ||||||||
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- #6197
This PR also removes the temporary pin of `pandas` introduced by:
- #6200
Note that for orient in ['records', 'values'], index value is ignored but
- in `pandas` < 2.1.0, a ValueError is raised if not index and orient not in ['split', 'table']
- for... | value:https://api.github.com/repos/huggingface/datasets/issues/6201/comments | value:PR_kwDODunzps5ZOVbV | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6201", "html_url": "https://github.com/huggingface/datasets/pull/6201", "diff_url": "https://github.com/huggingface/datasets/pull/6201.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6201.patch", "merged_at": "2023-09-05T10:58:21Z"} | value:2023-09-05T11:07:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/6201/labels{/name} | value:6201 | 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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Hot fix #6197. | value:https://api.github.com/repos/huggingface/datasets/issues/6200/comments | value:PR_kwDODunzps5ZOCee | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6200", "html_url": "https://github.com/huggingface/datasets/pull/6200", "diff_url": "https://github.com/huggingface/datasets/pull/6200.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6200.patch", "merged_at": "2023-08-31T10:24:38Z"} | value:2023-08-31T10:33:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/6200/labels{/name} | value:6200 | 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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when I use load_dataset to load my local datasets，it always goes to Hugging Face to download the data instead of loading the local dataset.
### Steps to reproduce the bug
`raw_datasets = load_dataset(
‘json’,
data_files=data_files)`
### Expected behavior
![image](http... | value:https://api.github.com/repos/huggingface/datasets/issues/6199/comments | value:I_kwDODunzps5vxMAB | value:open | value:2 | value:2023-08-31T19:05:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/6199/labels{/name} | value:6199 | json:{"login": "Garen-in-bush", "id": 50519434, "node_id": "MDQ6VXNlcjUwNTE5NDM0", "avatar_url": "https://avatars.githubusercontent.com/u/50519434?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Garen-in-bush", "html_url": "https://github.com/Garen-in-bush", "followers_url": "https://api.github.com/users/... | true | |||||||||||
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This PR removes the alphabetically sort of `DataFilesDict` keys.
- Note that for a `dict`, the orde... | value:https://api.github.com/repos/huggingface/datasets/issues/6198/comments | value:PR_kwDODunzps5ZNyBq | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6198", "html_url": "https://github.com/huggingface/datasets/pull/6198", "diff_url": "https://github.com/huggingface/datasets/pull/6198.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6198.patch", "merged_at": "2023-08-31T13:48:42Z"} | value:2023-08-31T13:57:31Z | value:https://api.github.com/repos/huggingface/datasets/issues/6198/labels{/name} | value:6198 | 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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Saving a dataset `.to_json()` fails with a `ValueError` since the latest `pandas` [release](https://pandas.pydata.org/docs/dev/whatsnew/v2.1.0.html) (`2.1.0`)
In their latest release we have:
> Improved error handling when using [DataFrame.to_json()](https://pandas.pydata.org/docs/dev/... | value:https://api.github.com/repos/huggingface/datasets/issues/6197/comments | value:I_kwDODunzps5vw2wL | value:closed | value:3 | value:2023-09-01T10:35:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/6197/labels{/name} | value:6197 | json:{"login": "exs-avianello", "id": 128361578, "node_id": "U_kgDOB6akag", "avatar_url": "https://avatars.githubusercontent.com/u/128361578?v=4", "gravatar_id": "", "url": "https://api.github.com/users/exs-avianello", "html_url": "https://github.com/exs-avianello", "followers_url": "https://api.github.com/users/exs-av... | true | |||||||
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For example, consider a no-script dataset with configs:
```yaml
configs:
- config_name: default
data_files:
- split: train
path: train.csv
- split: test
path: test.csv
```
- Note the defined split order is [train, test]... | value:https://api.github.com/repos/huggingface/datasets/issues/6196/comments | value:I_kwDODunzps5vw0_8 | value:closed | value:0 | value:2023-08-31T13:48:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/6196/labels{/name} | value:6196 | 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... | true | |||||||
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I have run the official example of MLM like:
```bash
python run_mlm.py \
--model_name_or_path roberta-base \
--dataset_name togethercomputer/RedPajama-Data-1T \
--dataset_config_name arxiv \
--per_device_train_batch_size 10 \
--preprocessing_num_worke... | value:https://api.github.com/repos/huggingface/datasets/issues/6195/comments | value:I_kwDODunzps5vtfSB | value:closed | value:2 | value:2023-11-03T10:14:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/6195/labels{/name} | value:6195 | json:{"login": "Luosuu", "id": 43507393, "node_id": "MDQ6VXNlcjQzNTA3Mzkz", "avatar_url": "https://avatars.githubusercontent.com/u/43507393?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Luosuu", "html_url": "https://github.com/Luosuu", "followers_url": "https://api.github.com/users/Luosuu/followers", "f... | true | ||||||||
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When using `Dataset.from_generator`, the generator is hashed when building the fingerprint. Similar to `.map`, it would be interesting to let the user bypass this hashing by accepting a `fingerprint` argument to `.from_generator`.
### Motivation
Using the `.from_generator` constructor... | value:https://api.github.com/repos/huggingface/datasets/issues/6194/comments | value:I_kwDODunzps5vnZTP | value:open | value:7 | value:2024-12-22T01:14:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/6194/labels{/name} | value:6194 | json:{"login": "bilelomrani1", "id": 16692099, "node_id": "MDQ6VXNlcjE2NjkyMDk5", "avatar_url": "https://avatars.githubusercontent.com/u/16692099?v=4", "gravatar_id": "", "url": "https://api.github.com/users/bilelomrani1", "html_url": "https://github.com/bilelomrani1", "followers_url": "https://api.github.com/users/bil... | true | |||||||||||
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The huggingface dataset library specifically looks for ‘.py’ file while loading the dataset using loading script approach and it does not work with ‘.pyc’ file.
While deploying in production, it becomes an issue when we are restricted to use only .pyc files. Is there any work around for thi... | value:https://api.github.com/repos/huggingface/datasets/issues/6193/comments | value:I_kwDODunzps5vmM3h | value:open | value:3 | value:2023-08-31T19:47:29Z | value:https://api.github.com/repos/huggingface/datasets/issues/6193/labels{/name} | value:6193 | json:{"login": "riteshkumarumassedu", "id": 43389071, "node_id": "MDQ6VXNlcjQzMzg5MDcx", "avatar_url": "https://avatars.githubusercontent.com/u/43389071?v=4", "gravatar_id": "", "url": "https://api.github.com/users/riteshkumarumassedu", "html_url": "https://github.com/riteshkumarumassedu", "followers_url": "https://api... | true | |||||||||||
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Colab installs 2023.6.0, so we should be good 🙂
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I'm working on a dataset which comprises other datasets on the hub.
URL: https://huggingface.co/datasets/open-asr-leaderboard/datasets-test-only
Note: Some of the sub-datasets in this metadataset require explicit access.
All the other datasets work fine, except, `common_voice`.
### S... | value:https://api.github.com/repos/huggingface/datasets/issues/6190/comments | value:I_kwDODunzps5vjhPf | value:closed | value:2 | value:2023-08-29T13:01:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/6190/labels{/name} | value:6190 | json:{"login": "Vaibhavs10", "id": 18682411, "node_id": "MDQ6VXNlcjE4NjgyNDEx", "avatar_url": "https://avatars.githubusercontent.com/u/18682411?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Vaibhavs10", "html_url": "https://github.com/Vaibhavs10", "followers_url": "https://api.github.com/users/Vaibhavs1... | true | ||||||||
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I use `dataset.map(process_fn, batched=True)` to process the dataset, with data **augmentations or filtering**. However, when all examples within a batch is filtered out, i.e. **an empty batch is returned**, the following error will be thrown:
```
ValueError: Schema and number of arrays unequa... | value:https://api.github.com/repos/huggingface/datasets/issues/6188/comments | value:I_kwDODunzps5vhQF4 | value:closed | value:1 | value:2023-09-19T21:55:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/6188/labels{/name} | value:6188 | json:{"login": "namespace-Pt", "id": 61188463, "node_id": "MDQ6VXNlcjYxMTg4NDYz", "avatar_url": "https://avatars.githubusercontent.com/u/61188463?v=4", "gravatar_id": "", "url": "https://api.github.com/users/namespace-Pt", "html_url": "https://github.com/namespace-Pt", "followers_url": "https://api.github.com/users/nam... | true | ||||||||
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```
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
[<ipython-input-48-6a7b3e847019>](https://localhost:8080/#) in <cell line: 7>()
5 }
6
----> 7 csv_datasets_reloaded =... | value:https://api.github.com/repos/huggingface/datasets/issues/6187/comments | value:I_kwDODunzps5vhDhP | value:open | value:1 | value:2023-08-29T16:21:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/6187/labels{/name} | value:6187 | json:{"login": "andysingal", "id": 20493493, "node_id": "MDQ6VXNlcjIwNDkzNDkz", "avatar_url": "https://avatars.githubusercontent.com/u/20493493?v=4", "gravatar_id": "", "url": "https://api.github.com/users/andysingal", "html_url": "https://github.com/andysingal", "followers_url": "https://api.github.com/users/andysinga... | true | |||||||||||
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Would be great to add a code example of how to do multi-GPU processing with 🤗 Datasets in the documentation. cc @stevhliu
Currently the docs has a small [section](https://huggingface.co/docs/datasets/v2.3.2/en/process#map) on this saying "your big GPU call goes here", however it didn't ... | value:https://api.github.com/repos/huggingface/datasets/issues/6186/comments | value:I_kwDODunzps5vbUKh | value:closed | value:18 | value:2024-10-07T09:39:51Z | value:https://api.github.com/repos/huggingface/datasets/issues/6186/labels{/name} | value:6186 | json:{"login": "NielsRogge", "id": 48327001, "node_id": "MDQ6VXNlcjQ4MzI3MDAx", "avatar_url": "https://avatars.githubusercontent.com/u/48327001?v=4", "gravatar_id": "", "url": "https://api.github.com/users/NielsRogge", "html_url": "https://github.com/NielsRogge", "followers_url": "https://api.github.com/users/NielsRogg... | true | ||||||||
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I am using the ArrowWriter from datasets.arrow_writer to save a json-style file as arrow files. Within the dictionary, it contains a feature called "image" which is a list of PIL.Image objects.
I am saving the json using the following script:
```
def save_to_arrow(path,temp):
with Ar... | value:https://api.github.com/repos/huggingface/datasets/issues/6185/comments | value:I_kwDODunzps5vWJq0 | value:open | value:1 | value:2023-08-29T14:49:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/6185/labels{/name} | value:6185 | json:{"login": "HaozheZhao", "id": 14247682, "node_id": "MDQ6VXNlcjE0MjQ3Njgy", "avatar_url": "https://avatars.githubusercontent.com/u/14247682?v=4", "gravatar_id": "", "url": "https://api.github.com/users/HaozheZhao", "html_url": "https://github.com/HaozheZhao", "followers_url": "https://api.github.com/users/HaozheZha... | true | |||||||||||
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# dataset.py
import os
import datasets
if not os.path.exists('/tmp/test.json'):
with open('/tmp/test.json', 'w') as file:
file.write('[{"text": "hello"}]')
def transform(example):
text = example['text']
# text += ' world'
return {'text': text}
data = datasets.load_dataset('j... | value:https://api.github.com/repos/huggingface/datasets/issues/6184/comments | value:I_kwDODunzps5vU9l_ | value:closed | value:2 | value:2023-08-29T20:57:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/6184/labels{/name} | value:6184 | json:{"login": "jonathanasdf", "id": 511073, "node_id": "MDQ6VXNlcjUxMTA3Mw==", "avatar_url": "https://avatars.githubusercontent.com/u/511073?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jonathanasdf", "html_url": "https://github.com/jonathanasdf", "followers_url": "https://api.github.com/users/jonatha... | true | ||||||||
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When load a dataset from datasets and pass a wrong path to json with the data, error message does not contain something abount "wrong path" or "file do not exist" -
```SchemaInferenceError: Please pass `features` or at least one example when writing data```
### Steps to reproduce th... | value:https://api.github.com/repos/huggingface/datasets/issues/6183/comments | value:I_kwDODunzps5vU4As | value:closed | value:2 | value:2023-08-29T13:26:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/6183/labels{/name} | value:6183 | json:{"login": "freQuensy23-coder", "id": 64750224, "node_id": "MDQ6VXNlcjY0NzUwMjI0", "avatar_url": "https://avatars.githubusercontent.com/u/64750224?v=4", "gravatar_id": "", "url": "https://api.github.com/users/freQuensy23-coder", "html_url": "https://github.com/freQuensy23-coder", "followers_url": "https://api.githu... | true | ||||||||
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When using python3.9 and ```evaluate``` module loading Meteor metric crashes at a non-existent import from ```datasets.config``` in ```datasets v2.14```
### Steps to reproduce the bug
```
from evaluate import load
meteor = load("meteor")
```
produces the following error:
```
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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...
setu... | value:https://api.github.com/repos/huggingface/datasets/issues/6179/comments | value:I_kwDODunzps5vSEv4 | value:open | value:4 | value:2023-08-31T15:17:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/6179/labels{/name} | value:6179 | json:{"login": "jonathanasdf", "id": 511073, "node_id": "MDQ6VXNlcjUxMTA3Mw==", "avatar_url": "https://avatars.githubusercontent.com/u/511073?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jonathanasdf", "html_url": "https://github.com/jonathanasdf", "followers_url": "https://api.github.com/users/jonatha... | true | |||||||||||
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Hi,
I have been trying to import the datasets library but I keep gtting this error.
`Traceback (most recent call last):
File /opt/local/jupyterhub/lib64/python3.9/site-packages/IPython/core/interactiveshell.py:3508 in run_code
exec(code_obj, self.user_global_ns, self.user_n... | value:https://api.github.com/repos/huggingface/datasets/issues/6178/comments | value:I_kwDODunzps5vQjW2 | value:closed | value:1 | value:2023-09-27T17:33:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/6178/labels{/name} | value:6178 | json:{"login": "elia-ashraf", "id": 128580829, "node_id": "U_kgDOB6n83Q", "avatar_url": "https://avatars.githubusercontent.com/u/128580829?v=4", "gravatar_id": "", "url": "https://api.github.com/users/elia-ashraf", "html_url": "https://github.com/elia-ashraf", "followers_url": "https://api.github.com/users/elia-ashraf/... | true | ||||||||
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Huggingface datasets use memory-mapped file to map large datasets in memory for fast access.
However, it seems like huggingface will occupy all the memory for memory-mapped files, which makes a troublesome situation since we cluster will distribute a small portion of memory to me (once it's... | value:https://api.github.com/repos/huggingface/datasets/issues/6176/comments | value:I_kwDODunzps5vIQq4 | value:open | value:6 | value:2023-10-11T06:00:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/6176/labels{/name} | value:6176 | json:{"login": "williamium3000", "id": 47763855, "node_id": "MDQ6VXNlcjQ3NzYzODU1", "avatar_url": "https://avatars.githubusercontent.com/u/47763855?v=4", "gravatar_id": "", "url": "https://api.github.com/users/williamium3000", "html_url": "https://github.com/williamium3000", "followers_url": "https://api.github.com/use... | true | |||||||||||
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* bumps the PyArrow version check in the `cast_array_to_feature` to avoid the offset bug (still not fixed)
* aligns the Pandas formatting tests with the Numpy ones (the current test fails due to https://github.com/apache/arrow/pull/35656, which requires `.to_pandas(coerce_temporal_nanoseconds=True)` to a... | value:https://api.github.com/repos/huggingface/datasets/issues/6175/comments | value:PR_kwDODunzps5YnKlx | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/6175", "html_url": "https://github.com/huggingface/datasets/pull/6175", "diff_url": "https://github.com/huggingface/datasets/pull/6175.diff", "patch_url": "https://github.com/huggingface/datasets/pull/6175.patch", "merged_at": "2023-08-25T13:06:52Z"} | value:2023-08-25T13:15:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/6175/labels{/name} | value:6175 | 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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