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It seems that `~` is not recognized correctly in local paths. Whenever I try to use it I get an exception
### Steps to reproduce the bug
```python
load_dataset("imagefolder", data_dir="~/data/my_dataset")
```
Will generate the following error:
```
EmptyDatasetError: The directo... | value:https://api.github.com/repos/huggingface/datasets/issues/5757/comments | value:I_kwDODunzps5jiM_n | value:closed | value:0 | value:2023-04-20T15:30:51Z | value:https://api.github.com/repos/huggingface/datasets/issues/5757/labels{/name} | value:5757 | json:{"login": "eli-osherovich", "id": 2437102, "node_id": "MDQ6VXNlcjI0MzcxMDI=", "avatar_url": "https://avatars.githubusercontent.com/u/2437102?v=4", "gravatar_id": "", "url": "https://api.github.com/users/eli-osherovich", "html_url": "https://github.com/eli-osherovich", "followers_url": "https://api.github.com/users... | true | ||||||||
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When calling shuffle on a IterableDataset with streaming=True, I get the following error:
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/administrator/Documents/Projects/huggingface/jax-diffusers-sprint-consistency-models/virtualenv/lib/pyt... | value:https://api.github.com/repos/huggingface/datasets/issues/5756/comments | value:I_kwDODunzps5jhUQA | value:closed | value:2 | value:2023-04-18T03:40:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/5756/labels{/name} | value:5756 | json:{"login": "rohfle", "id": 21077341, "node_id": "MDQ6VXNlcjIxMDc3MzQx", "avatar_url": "https://avatars.githubusercontent.com/u/21077341?v=4", "gravatar_id": "", "url": "https://api.github.com/users/rohfle", "html_url": "https://github.com/rohfle", "followers_url": "https://api.github.com/users/rohfle/followers", "f... | true | ||||||||
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The module moved to new place?
### Steps to reproduce the bug
in the import step,
```python
from datasets.utils.deprecation_utils import DeprecatedEnum
```
error:
```
ImportError: cannot import name 'DeprecatedEnum' from 'datasets.utils.deprecation_utils'
```
### Expected be... | value:https://api.github.com/repos/huggingface/datasets/issues/5755/comments | value:I_kwDODunzps5je6h2 | value:closed | value:1 | value:2023-04-14T23:36:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/5755/labels{/name} | value:5755 | json:{"login": "fivejjs", "id": 1405491, "node_id": "MDQ6VXNlcjE0MDU0OTE=", "avatar_url": "https://avatars.githubusercontent.com/u/1405491?v=4", "gravatar_id": "", "url": "https://api.github.com/users/fivejjs", "html_url": "https://github.com/fivejjs", "followers_url": "https://api.github.com/users/fivejjs/followers", ... | true | ||||||||
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Also, this PR modifies the single-proc `save_to_disk` to fix the issue with the TQDM bar not accumulating the progress in the multi-shard setting ... | value:https://api.github.com/repos/huggingface/datasets/issues/5754/comments | value:PR_kwDODunzps5OWozh | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5754", "html_url": "https://github.com/huggingface/datasets/pull/5754", "diff_url": "https://github.com/huggingface/datasets/pull/5754.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5754.patch", "merged_at": "2023-04-20T15:21:00Z"} | value:2023-04-20T15:27:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/5754/labels{/name} | value:5754 | 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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If we add a new column to our iterable dataset using the hack described in #5752, when we then interleave datasets the new column is pinned to one value.
### Steps to reproduce the bug
What we're going to do here is:
1. Load an iterable dataset in streaming mode (`original_dataset`)... | value:https://api.github.com/repos/huggingface/datasets/issues/5753/comments | value:I_kwDODunzps5jdblQ | value:closed | value:2 | value:2025-07-04T05:22:53Z | value:https://api.github.com/repos/huggingface/datasets/issues/5753/labels{/name} | value:5753 | json:{"login": "sanchit-gandhi", "id": 93869735, "node_id": "U_kgDOBZhWpw", "avatar_url": "https://avatars.githubusercontent.com/u/93869735?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sanchit-gandhi", "html_url": "https://github.com/sanchit-gandhi", "followers_url": "https://api.github.com/users/sanch... | true | ||||||||
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After appending a new column to a streaming dataset using `.add_column`, we can no longer access the list of dataset features using the `.feature` method.
### Steps to reproduce the bug
```python
from datasets import load_dataset
original_dataset = load_dataset("librispeech_asr", "clea... | value:https://api.github.com/repos/huggingface/datasets/issues/5752/comments | value:I_kwDODunzps5jdGwB | value:open | value:2 | value:2024-01-18T10:15:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/5752/labels{/name} | value:5752 | json:{"login": "sanchit-gandhi", "id": 93869735, "node_id": "U_kgDOBZhWpw", "avatar_url": "https://avatars.githubusercontent.com/u/93869735?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sanchit-gandhi", "html_url": "https://github.com/sanchit-gandhi", "followers_url": "https://api.github.com/users/sanch... | true | |||||||||||
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Creating a dataset from a generator using `Dataset.from_generator()` fails if the generator is the [Google Big Query Python client](https://cloud.google.com/python/docs/reference/bigquery/latest). The problem is that the Big Query client is not pickable. And the function `create_config_id` t... | value:https://api.github.com/repos/huggingface/datasets/issues/5750/comments | value:I_kwDODunzps5jcBIr | value:closed | value:4 | value:2023-04-17T12:20:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/5750/labels{/name} | value:5750 | json:{"login": "ivanprado", "id": 895720, "node_id": "MDQ6VXNlcjg5NTcyMA==", "avatar_url": "https://avatars.githubusercontent.com/u/895720?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ivanprado", "html_url": "https://github.com/ivanprado", "followers_url": "https://api.github.com/users/ivanprado/follow... | true | ||||||||
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When I run
from datasets import load_dataset
data = load_dataset("visual_genome", 'region_descriptions_v1.2.0')
AttributeError: 'Version' object has no attribute 'match'
### Steps to reproduce the bug
from datasets import load_dataset
data = load_dataset("visual_genome", 'region_des... | value:https://api.github.com/repos/huggingface/datasets/issues/5749/comments | value:I_kwDODunzps5ja-jB | value:closed | value:8 | value:2023-06-30T11:31:17Z | value:https://api.github.com/repos/huggingface/datasets/issues/5749/labels{/name} | value:5749 | json:{"login": "gulnaz-zh", "id": 54584290, "node_id": "MDQ6VXNlcjU0NTg0Mjkw", "avatar_url": "https://avatars.githubusercontent.com/u/54584290?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gulnaz-zh", "html_url": "https://github.com/gulnaz-zh", "followers_url": "https://api.github.com/users/gulnaz-zh/fo... | true | |||||||
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For your convenience, I opened a draft Pull Request to fix it quickly: https://github.com/huggingface/datasets/pull/5745
---
* The FutureWarning mentioned above:
```
FutureWarning: the 'm... | value:https://api.github.com/repos/huggingface/datasets/issues/5744/comments | value:I_kwDODunzps5jXZIM | value:closed | value:6 | value:2024-04-09T16:13:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/5744/labels{/name} | value:5744 | json:{"login": "keyboardAnt", "id": 15572698, "node_id": "MDQ6VXNlcjE1NTcyNjk4", "avatar_url": "https://avatars.githubusercontent.com/u/15572698?v=4", "gravatar_id": "", "url": "https://api.github.com/users/keyboardAnt", "html_url": "https://github.com/keyboardAnt", "followers_url": "https://api.github.com/users/keyboa... | true | |||||||
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"e:\Krish_naik\FSDSRegression\venv\Lib\dataclasses.py" is overriding the stdlib module "dataclasses"
### Steps to reproduce the bug
module issue
### Expected behavior
overriding the stdlib module "dataclasses"
### Environment info
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Before, we had to pass `clobber=True` to `fsspec.register_implementation` to overwrite the still present previously added "mock" filesystem. That meant that the mock filesystem fixture was not working properly, because the previously added "mock" filesyste... | value:https://api.github.com/repos/huggingface/datasets/issues/5740/comments | value:PR_kwDODunzps5OHI08 | value:closed | value:5 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5740", "html_url": "https://github.com/huggingface/datasets/pull/5740", "diff_url": "https://github.com/huggingface/datasets/pull/5740.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5740.patch", "merged_at": "2023-04-13T10:54:13Z"} | value:2023-04-13T11:01:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/5740/labels{/name} | value:5740 | 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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The regex defined here https://github.com/huggingface/datasets/blob/f2607935c4e45c70c44fcb698db0363ca7ba83d4/src/datasets/utils/py_utils.py#L158
will cause a weird result during dataset split when data path starts with `/data`
### Steps to reproduce the bug
1. clone dataset into local... | value:https://api.github.com/repos/huggingface/datasets/issues/5739/comments | value:I_kwDODunzps5jKwHV | value:open | value:4 | value:2023-04-21T14:20:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/5739/labels{/name} | value:5739 | json:{"login": "airlsyn", "id": 1772912, "node_id": "MDQ6VXNlcjE3NzI5MTI=", "avatar_url": "https://avatars.githubusercontent.com/u/1772912?v=4", "gravatar_id": "", "url": "https://api.github.com/users/airlsyn", "html_url": "https://github.com/airlsyn", "followers_url": "https://api.github.com/users/airlsyn/followers", ... | true | |||||||||||
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I am trying to load my own custom text dataset using the load_dataset function. My dataset is a bunch of ordered text, think along the lines of shakespeare plays. However, after I load the dataset and I inspect it, the dataset is a table with a bunch of latitude and longitude values! What... | value:https://api.github.com/repos/huggingface/datasets/issues/5738/comments | value:I_kwDODunzps5jJqe6 | value:closed | value:1 | value:2023-04-19T12:08:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/5738/labels{/name} | value:5738 | json:{"login": "Tylersuard", "id": 41713505, "node_id": "MDQ6VXNlcjQxNzEzNTA1", "avatar_url": "https://avatars.githubusercontent.com/u/41713505?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Tylersuard", "html_url": "https://github.com/Tylersuard", "followers_url": "https://api.github.com/users/Tylersuar... | true | ||||||||
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I still getting the error "call() takes 1 positional argument but 2 were given" even after ensuring that the value being passed to the label object is a single value and that the ClassLabel object has been created with the correct number of label classes
### Steps to reproduce the bug
... | value:https://api.github.com/repos/huggingface/datasets/issues/5737/comments | value:I_kwDODunzps5jHiSD | value:closed | value:2 | value:2023-04-13T16:49:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/5737/labels{/name} | value:5737 | json:{"login": "mrcaelumn", "id": 10896776, "node_id": "MDQ6VXNlcjEwODk2Nzc2", "avatar_url": "https://avatars.githubusercontent.com/u/10896776?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mrcaelumn", "html_url": "https://github.com/mrcaelumn", "followers_url": "https://api.github.com/users/mrcaelumn/fo... | true | ||||||||
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Running `load_dataset(..., download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD)` twice raises a `Directory not empty` exception on the second run.
### Steps to reproduce the bug
I cannot test this on datasets v2.11.0 due to #5711, but this happens in v2.10.1.
1. Set up a script `my_dat... | value:https://api.github.com/repos/huggingface/datasets/issues/5736/comments | value:I_kwDODunzps5jFHjt | value:open | value:3 | value:2023-11-30T07:16:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/5736/labels{/name} | value:5736 | json:{"login": "rcasero", "id": 1219084, "node_id": "MDQ6VXNlcjEyMTkwODQ=", "avatar_url": "https://avatars.githubusercontent.com/u/1219084?v=4", "gravatar_id": "", "url": "https://api.github.com/users/rcasero", "html_url": "https://github.com/rcasero", "followers_url": "https://api.github.com/users/rcasero/followers", ... | true | |||||||||||
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Merged iterable datasets with for instance the `interleave_datasets` command are comprised of multiple sub-iterable, one for each dataset that has been merged.
With this PR, sharding a merged iterable will result in multiple merged datasets each comprised... | value:https://api.github.com/repos/huggingface/datasets/issues/5735/comments | value:PR_kwDODunzps5OAY3A | value:closed | value:11 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5735", "html_url": "https://github.com/huggingface/datasets/pull/5735", "diff_url": "https://github.com/huggingface/datasets/pull/5735.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5735.patch", "merged_at": "2023-04-27T16:32:09Z"} | value:2023-04-27T16:39:04Z | value:https://api.github.com/repos/huggingface/datasets/issues/5735/labels{/name} | value:5735 | json:{"login": "bruno-hays", "id": 48770768, "node_id": "MDQ6VXNlcjQ4NzcwNzY4", "avatar_url": "https://avatars.githubusercontent.com/u/48770768?v=4", "gravatar_id": "", "url": "https://api.github.com/users/bruno-hays", "html_url": "https://github.com/bruno-hays", "followers_url": "https://api.github.com/users/bruno-hay... | value:False | true | |||||||||
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- https://github.com/fsspec/filesystem_spec/pull/1237
This PR recovers previous behavior by passing clobber True when registering mock implementations.
This PR also removes the temporary ... | value:https://api.github.com/repos/huggingface/datasets/issues/5733/comments | value:PR_kwDODunzps5OAA04 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5733", "html_url": "https://github.com/huggingface/datasets/pull/5733", "diff_url": "https://github.com/huggingface/datasets/pull/5733.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5733.patch", "merged_at": "2023-04-11T11:04:51Z"} | value:2023-04-11T11:11:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/5733/labels{/name} | value:5733 | 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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The HuggingFace Datasets library currently supports two BuilderConfigs for Enwik8. One config yields individual lines as examples, while the other config yields the entire dataset as a single example. Both support only a monolithic split: it is all grouped as "train".
The HuggingFace Data... | value:https://api.github.com/repos/huggingface/datasets/issues/5732/comments | value:I_kwDODunzps5jEGvb | value:closed | value:2 | value:2023-04-11T09:28:17Z | value:https://api.github.com/repos/huggingface/datasets/issues/5732/labels{/name} | value:5732 | json:{"login": "lucaslingle", "id": 10287371, "node_id": "MDQ6VXNlcjEwMjg3Mzcx", "avatar_url": "https://avatars.githubusercontent.com/u/10287371?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lucaslingle", "html_url": "https://github.com/lucaslingle", "followers_url": "https://api.github.com/users/lucasl... | true | |||||||
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See: https://github.com/huggingface/datasets/actions/runs/4665326892/jobs/8258580948
```
=========================== short test summary info ============================
ERROR tests/test_builder.py::test_builder_with_filesystem_download_and_prepare - ValueError: Name (mock) al... | value:https://api.github.com/repos/huggingface/datasets/issues/5730/comments | value:I_kwDODunzps5jEDp2 | value:closed | value:0 | value:2023-04-11T08:47:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/5730/labels{/name} | value:5730 | 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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Fix #5728. | value:https://api.github.com/repos/huggingface/datasets/issues/5729/comments | value:PR_kwDODunzps5N_pvI | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5729", "html_url": "https://github.com/huggingface/datasets/pull/5729", "diff_url": "https://github.com/huggingface/datasets/pull/5729.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5729.patch", "merged_at": "2023-04-26T15:05:12Z"} | value:2023-04-26T15:12:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/5729/labels{/name} | value:5729 | 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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```
FAILED tests/test_data_files.py::test_get_data_files_patterns[data_file_per_split4] - AssertionError: assert ['random', 'train'] == ['train', 'random']
At index 0 diff: 'random' != 'train'
Full... | value:https://api.github.com/repos/huggingface/datasets/issues/5728/comments | value:I_kwDODunzps5jDvos | value:closed | value:0 | value:2023-04-26T15:05:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/5728/labels{/name} | value:5728 | 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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Although I can import and run the datasets library in a Colab environment, I cannot successfully load any data on my own machine (Windows 10) despite following the install steps:
(1) create conda environment
(2) activate environment
(3) install with: ``conda` install -c huggingface -c ... | value:https://api.github.com/repos/huggingface/datasets/issues/5727/comments | value:I_kwDODunzps5jCQhr | value:closed | value:4 | value:2023-07-21T14:08:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/5727/labels{/name} | value:5727 | json:{"login": "joelkowalewski", "id": 122648572, "node_id": "U_kgDOB093_A", "avatar_url": "https://avatars.githubusercontent.com/u/122648572?v=4", "gravatar_id": "", "url": "https://api.github.com/users/joelkowalewski", "html_url": "https://github.com/joelkowalewski", "followers_url": "https://api.github.com/users/joe... | true | ||||||||
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The fallback JSON dataset loader located here:
https://github.com/huggingface/datasets/blob/1c4ec00511868bd881e84a6f7e0333648d833b8e/src/datasets/packaged_modules/json/json.py#L130-L153
does not load the values of features correctly when features are specified manually and not all fe... | value:https://api.github.com/repos/huggingface/datasets/issues/5726/comments | value:I_kwDODunzps5jAAGn | value:closed | value:1 | value:2023-04-21T06:35:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/5726/labels{/name} | value:5726 | json:{"login": "myluki2000", "id": 3610788, "node_id": "MDQ6VXNlcjM2MTA3ODg=", "avatar_url": "https://avatars.githubusercontent.com/u/3610788?v=4", "gravatar_id": "", "url": "https://api.github.com/users/myluki2000", "html_url": "https://github.com/myluki2000", "followers_url": "https://api.github.com/users/myluki2000/... | true | |||||||
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I am using this command:
`data = load_dataset("json", data_files=data_path)`
However, I want to add a parameter, to limit the number of loaded examples to be 10, for development purposes, but can't find this simple parameter.
### Steps to reproduce the bug
In the description.
### Expect... | value:https://api.github.com/repos/huggingface/datasets/issues/5725/comments | value:I_kwDODunzps5i-Iki | value:closed | value:3 | value:2023-04-21T06:16:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/5725/labels{/name} | value:5725 | json:{"login": "ndvbd", "id": 845175, "node_id": "MDQ6VXNlcjg0NTE3NQ==", "avatar_url": "https://avatars.githubusercontent.com/u/845175?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ndvbd", "html_url": "https://github.com/ndvbd", "followers_url": "https://api.github.com/users/ndvbd/followers", "following... | true | ||||||||
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I downloaded the C4 dataset, and used streaming IterableDatasets to read it. Everything went normal until I used `dataset = dataset.shuffle(seed=42, buffer_size=10_000)` to shuffle the dataset. Shuffled dataset will throw the following error when it is used by `next(iter(dataset))`:
```
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I finish my own datasets according to the nice [tutorial](https://huggingface.co/docs/datasets/v2.11.0/en/dataset_script)
Here are my code:
```python
class RetrivalDataset(datasets.GeneratorBasedBuilder):
"""CrossEncoder dataset."""
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When creating a text dataset, the training split should have the bulk of the examples by default. Currently, testing does.
### Steps to reproduce the bug
I have a folder with 18K text files in it. Each text file essentially consists in a document or article scraped from online. Calling the... | value:https://api.github.com/repos/huggingface/datasets/issues/5721/comments | value:I_kwDODunzps5i7Leq | value:open | value:0 | value:2023-04-08T23:55:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/5721/labels{/name} | value:5721 | json:{"login": "cyrilzakka", "id": 1841186, "node_id": "MDQ6VXNlcjE4NDExODY=", "avatar_url": "https://avatars.githubusercontent.com/u/1841186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/cyrilzakka", "html_url": "https://github.com/cyrilzakka", "followers_url": "https://api.github.com/users/cyrilzakka/... | true | |||||||||||
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When using streaming datasets set up with train/val split using `.skip()` and `.take()`, the following error occurs when iterating over a torch dataloader:
```
File "/Users/julian/miniconda3/envs/sims/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 363, in __iter__
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I'm not sure if this is expected behavior or not. When I create a 2D array using `Array2D`, the data has list type instead of numpy array. I think it should not be the expected behavior especially when I feed a numpy array as input to the data creation function. Why is it converting my arr... | value:https://api.github.com/repos/huggingface/datasets/issues/5719/comments | value:I_kwDODunzps5i5W6W | value:closed | value:4 | value:2023-04-20T15:34:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/5719/labels{/name} | value:5719 | json:{"login": "offchan42", "id": 15215732, "node_id": "MDQ6VXNlcjE1MjE1NzMy", "avatar_url": "https://avatars.githubusercontent.com/u/15215732?v=4", "gravatar_id": "", "url": "https://api.github.com/users/offchan42", "html_url": "https://github.com/offchan42", "followers_url": "https://api.github.com/users/offchan42/fo... | true | ||||||||
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The default order becomes: [train, validation, test] instead of [train, test, validation]. | value:https://api.github.com/repos/huggingface/datasets/issues/5718/comments | value:PR_kwDODunzps5N2IZC | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5718", "html_url": "https://github.com/huggingface/datasets/pull/5718", "diff_url": "https://github.com/huggingface/datasets/pull/5718.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5718.patch", "merged_at": "2023-04-27T14:35:52Z"} | value:2023-04-27T14:43:13Z | value:https://api.github.com/repos/huggingface/datasets/issues/5718/labels{/name} | value:5718 | 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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Hello!
I have an issue when I try to save on disk my dataset of images. The error I get is:
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 1442, in... | value:https://api.github.com/repos/huggingface/datasets/issues/5717/comments | value:I_kwDODunzps5i3jWK | value:closed | value:23 | value:2026-11-09T17:28:30Z | value:https://api.github.com/repos/huggingface/datasets/issues/5717/labels{/name} | value:5717 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | true | |||||||
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when a audio is empty, when do resample , it will break:
`array, sampling_rate = sf.read(f) array = librosa.resample(array, orig_sr=sampling_rate, t... | value:https://api.github.com/repos/huggingface/datasets/issues/5716/comments | value:I_kwDODunzps5i3G1k | value:closed | value:2 | value:2023-09-27T17:47:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/5716/labels{/name} | value:5716 | json:{"login": "zyb8543", "id": 38179632, "node_id": "MDQ6VXNlcjM4MTc5NjMy", "avatar_url": "https://avatars.githubusercontent.com/u/38179632?v=4", "gravatar_id": "", "url": "https://api.github.com/users/zyb8543", "html_url": "https://github.com/zyb8543", "followers_url": "https://api.github.com/users/zyb8543/followers"... | true | ||||||||
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There are old known issues, but they can be easily forgettable problems in multiprocessing with pytorch-dataloader:
Too high usage of RAM or shared-memory in pytorch when we set num workers > 1 and returning type of dataset or dataloader is "List" or "Dict".
https://github.com/pytorch/p... | value:https://api.github.com/repos/huggingface/datasets/issues/5715/comments | value:I_kwDODunzps5iyyJs | value:closed | value:1 | value:2023-04-20T17:16:26Z | value:https://api.github.com/repos/huggingface/datasets/issues/5715/labels{/name} | value:5715 | json:{"login": "jungbaepark", "id": 34066771, "node_id": "MDQ6VXNlcjM0MDY2Nzcx", "avatar_url": "https://avatars.githubusercontent.com/u/34066771?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jungbaepark", "html_url": "https://github.com/jungbaepark", "followers_url": "https://api.github.com/users/jungba... | true | ||||||||
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- #5626
implemented support for streaming `.npy` files by using `numpy.load`.
However, it introduced a bug when used with `.npz` files, within a context manager:
```
ValueError: seek of closed file
```
or in streaming mode:
```
ValueError: I/O operation on closed file.
```
This PR fixes the ... | value:https://api.github.com/repos/huggingface/datasets/issues/5714/comments | value:PR_kwDODunzps5NxIOc | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5714", "html_url": "https://github.com/huggingface/datasets/pull/5714", "diff_url": "https://github.com/huggingface/datasets/pull/5714.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5714.patch", "merged_at": "2023-04-07T09:16:57Z"} | value:2023-04-07T09:23:54Z | value:https://api.github.com/repos/huggingface/datasets/issues/5714/labels{/name} | value:5714 | 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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Hello,
I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error:
```
Traceback (most recent call last):
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/builder.py", line 1860, in _prepare_... | value:https://api.github.com/repos/huggingface/datasets/issues/5713/comments | value:I_kwDODunzps5ixfgD | value:closed | value:2 | value:2023-04-06T13:06:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/5713/labels{/name} | value:5713 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | true | ||||||||
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Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=configuration,
data_dir=dataset_dir,
... | value:https://api.github.com/repos/huggingface/datasets/issues/5712/comments | value:I_kwDODunzps5itCEK | value:closed | value:2 | value:2023-04-06T08:32:37Z | value:https://api.github.com/repos/huggingface/datasets/issues/5712/labels{/name} | value:5712 | json:{"login": "rcasero", "id": 1219084, "node_id": "MDQ6VXNlcjEyMTkwODQ=", "avatar_url": "https://avatars.githubusercontent.com/u/1219084?v=4", "gravatar_id": "", "url": "https://api.github.com/users/rcasero", "html_url": "https://github.com/rcasero", "followers_url": "https://api.github.com/users/rcasero/followers", ... | true | ||||||||
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Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=configuration,
data_dir=dataset_dir,
... | value:https://api.github.com/repos/huggingface/datasets/issues/5711/comments | value:I_kwDODunzps5itB8_ | value:closed | value:2 | value:2023-04-07T09:16:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/5711/labels{/name} | value:5711 | json:{"login": "rcasero", "id": 1219084, "node_id": "MDQ6VXNlcjEyMTkwODQ=", "avatar_url": "https://avatars.githubusercontent.com/u/1219084?v=4", "gravatar_id": "", "url": "https://api.github.com/users/rcasero", "html_url": "https://github.com/rcasero", "followers_url": "https://api.github.com/users/rcasero/followers", ... | true | |||||||
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Hello, I have a series of datasets each of 5 GB, 600 datasets in total. So together this makes 3TB.
When I trying to load all the 600 datasets into memory, I get the above error message.
Is this normal because I'm hitting the max size of memory mapping of the OS?
Thank you
... | value:https://api.github.com/repos/huggingface/datasets/issues/5710/comments | value:I_kwDODunzps5isAfu | value:closed | value:1 | value:2023-04-20T17:16:40Z | value:https://api.github.com/repos/huggingface/datasets/issues/5710/labels{/name} | value:5710 | json:{"login": "Saibo-creator", "id": 53392976, "node_id": "MDQ6VXNlcjUzMzkyOTc2", "avatar_url": "https://avatars.githubusercontent.com/u/53392976?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Saibo-creator", "html_url": "https://github.com/Saibo-creator", "followers_url": "https://api.github.com/users/... | true | ||||||||
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Hello,
I'm manually building an image dataset with the `from_dict` approach. I also build the features with the `cast_features` methods. Once the dataset is created I push it on the hub, and a default `dataset_infos.json` file seems to have been automatically added to the repo in same tim... | value:https://api.github.com/repos/huggingface/datasets/issues/5709/comments | value:I_kwDODunzps5iq8IP | value:closed | value:2 | value:2023-04-06T08:52:20Z | value:https://api.github.com/repos/huggingface/datasets/issues/5709/labels{/name} | value:5709 | json:{"login": "jplu", "id": 959590, "node_id": "MDQ6VXNlcjk1OTU5MA==", "avatar_url": "https://avatars.githubusercontent.com/u/959590?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jplu", "html_url": "https://github.com/jplu", "followers_url": "https://api.github.com/users/jplu/followers", "following_url... | true | ||||||||
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Now we show the dataset size:
- from the dataset card (in the side column)
- from the datasets-server (in the viewer)
But, even if the size is the same, we see a mismatch because the viewer shows MB, w... | value:https://api.github.com/repos/huggingface/datasets/issues/5708/comments | value:I_kwDODunzps5ipaga | value:closed | value:12 | value:2023-12-21T10:20:28Z | value:https://api.github.com/repos/huggingface/datasets/issues/5708/labels{/name} | value:5708 | 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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Huggingface datasets does not seem to support categorical / dictionary data types for Parquet as of now. There seems to be a `TODO` in the code for this feature but no implementation yet. Below you can find sample code to reproduce the error that is currently thrown when attempting to read ... | value:https://api.github.com/repos/huggingface/datasets/issues/5706/comments | value:I_kwDODunzps5ijxtr | value:closed | value:17 | value:2024-06-07T12:20:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/5706/labels{/name} | value:5706 | json:{"login": "kklemon", "id": 1430243, "node_id": "MDQ6VXNlcjE0MzAyNDM=", "avatar_url": "https://avatars.githubusercontent.com/u/1430243?v=4", "gravatar_id": "", "url": "https://api.github.com/users/kklemon", "html_url": "https://github.com/kklemon", "followers_url": "https://api.github.com/users/kklemon/followers", ... | true | |||||||
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I have a large dataset, about 500GB. The format of the dataset is parquet.
I then load the dataset and try to get the first item
```python
def get_one_item():
dataset = load_dataset("path/to/datafiles", split="train", cache_dir=".", streaming=True)
dataset = dataset.filter(... | value:https://api.github.com/repos/huggingface/datasets/issues/5705/comments | value:I_kwDODunzps5ijmnf | value:closed | value:2 | value:2023-04-05T23:35:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/5705/labels{/name} | value:5705 | json:{"login": "HongtaoYang", "id": 16588434, "node_id": "MDQ6VXNlcjE2NTg4NDM0", "avatar_url": "https://avatars.githubusercontent.com/u/16588434?v=4", "gravatar_id": "", "url": "https://api.github.com/users/HongtaoYang", "html_url": "https://github.com/HongtaoYang", "followers_url": "https://api.github.com/users/Hongta... | true | ||||||||
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That's not much when usually this step takes only 2-3 seconds for most datasets, but in this particular case, `b... | value:https://api.github.com/repos/huggingface/datasets/issues/5704/comments | value:PR_kwDODunzps5NkEvJ | value:open | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5704", "html_url": "https://github.com/huggingface/datasets/pull/5704", "diff_url": "https://github.com/huggingface/datasets/pull/5704.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5704.patch", "merged_at": null} | value:2023-04-07T16:10:55Z | value:https://api.github.com/repos/huggingface/datasets/issues/5704/labels{/name} | value:5704 | json:{"login": "semajyllek", "id": 35013374, "node_id": "MDQ6VXNlcjM1MDEzMzc0", "avatar_url": "https://avatars.githubusercontent.com/u/35013374?v=4", "gravatar_id": "", "url": "https://api.github.com/users/semajyllek", "html_url": "https://github.com/semajyllek", "followers_url": "https://api.github.com/users/semajylle... | value:False | true | |||||||||||
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Hello! Apologies if my question sounds naive:
I was wondering if it’s possible, or how one would go about defining a 'datasets.Sequence' element in datasets.Features that could potentially be either a dict, a str, or None?
Specifically, I’d like to define a feature for a list that conta... | value:https://api.github.com/repos/huggingface/datasets/issues/5702/comments | value:I_kwDODunzps5iiGBQ | value:closed | value:4 | value:2023-04-05T14:15:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/5702/labels{/name} | value:5702 | json:{"login": "gitforziio", "id": 10508116, "node_id": "MDQ6VXNlcjEwNTA4MTE2", "avatar_url": "https://avatars.githubusercontent.com/u/10508116?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gitforziio", "html_url": "https://github.com/gitforziio", "followers_url": "https://api.github.com/users/gitforzii... | true | ||||||||
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This approach alleviates users of the need to materialize their dataframe---a common use case is that the user loads their dataset into a dataframe, uses Spark to apply some transformation to some of the columns, and then wants to ... | value:https://api.github.com/repos/huggingface/datasets/issues/5701/comments | value:PR_kwDODunzps5NiSCy | value:closed | value:21 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5701", "html_url": "https://github.com/huggingface/datasets/pull/5701", "diff_url": "https://github.com/huggingface/datasets/pull/5701.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5701.patch", "merged_at": "2023-04-26T15:43:39Z"} | value:2023-06-16T16:39:32Z | value:https://api.github.com/repos/huggingface/datasets/issues/5701/labels{/name} | value:5701 | json:{"login": "maddiedawson", "id": 106995444, "node_id": "U_kgDOBmCe9A", "avatar_url": "https://avatars.githubusercontent.com/u/106995444?v=4", "gravatar_id": "", "url": "https://api.github.com/users/maddiedawson", "html_url": "https://github.com/maddiedawson", "followers_url": "https://api.github.com/users/maddiedaw... | value:False | true | |||||||||
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**In the 'train_test_split' method of the Dataset class** (defined datasets/arrow_dataset.py), **if 'self.cache_files' is not empty**, then, **regarding the input parameters 'train_indices_cache_file_name' and 'test_indices_cache_file_name', if they are None**, we modify them to make them ... | value:https://api.github.com/repos/huggingface/datasets/issues/5699/comments | value:I_kwDODunzps5ifjGr | value:open | value:2 | value:2024-05-15T13:12:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/5699/labels{/name} | value:5699 | json:{"login": "FrancoisNoyez", "id": 47528215, "node_id": "MDQ6VXNlcjQ3NTI4MjE1", "avatar_url": "https://avatars.githubusercontent.com/u/47528215?v=4", "gravatar_id": "", "url": "https://api.github.com/users/FrancoisNoyez", "html_url": "https://github.com/FrancoisNoyez", "followers_url": "https://api.github.com/users/... | true | |||||||||||
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I'd suggest adding Qdrant (https://qdrant.tech) as another search index available, so users can directly build an index from a dataset. Currently, FAISS and ElasticSearch are only supported: https://huggingface.co/docs/datasets/faiss_es
### Motivation
ElasticSearch is a keyword-based searc... | value:https://api.github.com/repos/huggingface/datasets/issues/5698/comments | value:I_kwDODunzps5ielI7 | value:open | value:1 | value:2023-04-11T10:28:40Z | value:https://api.github.com/repos/huggingface/datasets/issues/5698/labels{/name} | value:5698 | json:{"login": "kacperlukawski", "id": 2649301, "node_id": "MDQ6VXNlcjI2NDkzMDE=", "avatar_url": "https://avatars.githubusercontent.com/u/2649301?v=4", "gravatar_id": "", "url": "https://api.github.com/users/kacperlukawski", "html_url": "https://github.com/kacperlukawski", "followers_url": "https://api.github.com/users... | true | |||||||||||
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If `seed=None` in `.shuffle()`, shuffled datasets don't use the same shuffling seed across nodes.
Because of that, the lists of shards is not shuffled the same way across nodes, and therefore some shards may be assigned to multiple nodes ins... | value:https://api.github.com/repos/huggingface/datasets/issues/5696/comments | value:I_kwDODunzps5icwyA | value:closed | value:0 | value:2023-04-04T14:58:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/5696/labels{/name} | value:5696 | 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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Calling `datasets.load_dataset` to load the (publicly available) dataset `theodor1289/wit` fails with `pyarrow.lib.ArrowNotImplementedError`.
### Steps to reproduce the bug
Steps to reproduce this behavior:
1. `!pip install datasets`
2. `!huggingface-cli login`
3. This step will throw... | value:https://api.github.com/repos/huggingface/datasets/issues/5695/comments | value:I_kwDODunzps5iZ93M | value:closed | value:7 | value:2024-05-15T12:04:47Z | value:https://api.github.com/repos/huggingface/datasets/issues/5695/labels{/name} | value:5695 | json:{"login": "amariucaitheodor", "id": 32778667, "node_id": "MDQ6VXNlcjMyNzc4NjY3", "avatar_url": "https://avatars.githubusercontent.com/u/32778667?v=4", "gravatar_id": "", "url": "https://api.github.com/users/amariucaitheodor", "html_url": "https://github.com/amariucaitheodor", "followers_url": "https://api.github.c... | true | ||||||||
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We could have something like `config.json` to define the configuration of a dataset.
```json
{
"data_dir": "data"
"data_files": {
"train": "train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*"
}
}
... | value:https://api.github.com/repos/huggingface/datasets/issues/5694/comments | value:I_kwDODunzps5iYCPR | value:open | value:3 | value:2023-04-04T14:54:37Z | value:https://api.github.com/repos/huggingface/datasets/issues/5694/labels{/name} | value:5694 | 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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When loading the dataset [wikianc-en](https://huggingface.co/datasets/cyanic-selkie/wikianc-en) which I created using [this](https://github.com/cyanic-selkie/wikianc) code, I get the following error:
```
Traceback (most recent call last):
File "/home/sven/code/rector/answer-detectio... | value:https://api.github.com/repos/huggingface/datasets/issues/5692/comments | value:I_kwDODunzps5iVjwU | value:open | value:6 | value:2024-01-14T07:24:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/5692/labels{/name} | value:5692 | json:{"login": "scurkovic", "id": 32219669, "node_id": "MDQ6VXNlcjMyMjE5NjY5", "avatar_url": "https://avatars.githubusercontent.com/u/32219669?v=4", "gravatar_id": "", "url": "https://api.github.com/users/scurkovic", "html_url": "https://github.com/scurkovic", "followers_url": "https://api.github.com/users/scurkovic/fo... | true | |||||||||||
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- natural_questions
- wiki40b
- wikipedia
This is done by streaming from the prepared Arrow files in HF Google Cloud Storage.
This will fix their corresponding dataset viewers.... | value:https://api.github.com/repos/huggingface/datasets/issues/5689/comments | value:PR_kwDODunzps5NVMuI | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5689", "html_url": "https://github.com/huggingface/datasets/pull/5689", "diff_url": "https://github.com/huggingface/datasets/pull/5689.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5689.patch", "merged_at": "2023-04-12T05:50:30Z"} | value:2023-04-12T05:57:55Z | value:https://api.github.com/repos/huggingface/datasets/issues/5689/labels{/name} | value:5689 | 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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rta.sh
Traceback (most recent call last):
File "run.py", line 7, in <module>
import datasets
File "/home/appuser/miniconda3/envs/pt2/lib/python3.8/site-packages/datasets/__init__.py", line 37, in <module>
from .builder import ArrowBasedBuilder, BeamBasedBuilder, BuilderConfi... | value:https://api.github.com/repos/huggingface/datasets/issues/5690/comments | value:I_kwDODunzps5iTiqb | value:closed | value:5 | value:2023-07-21T14:21:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/5690/labels{/name} | value:5690 | json:{"login": "wccccp", "id": 55964850, "node_id": "MDQ6VXNlcjU1OTY0ODUw", "avatar_url": "https://avatars.githubusercontent.com/u/55964850?v=4", "gravatar_id": "", "url": "https://api.github.com/users/wccccp", "html_url": "https://github.com/wccccp", "followers_url": "https://api.github.com/users/wccccp/followers", "f... | true | ||||||||
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I am unable to download the wikipedia dataset onto GCS.
When I run the script provided the memory firstly gets eaten up, then it crashes.
I tried running this on a VM with 128GB RAM and all I got was a two empty files: _data_builder.lock_, _data.incomplete/beam-temp-wikipedia-train-1a... | value:https://api.github.com/repos/huggingface/datasets/issues/5688/comments | value:I_kwDODunzps5iQY6Q | value:closed | value:3 | value:2024-03-15T15:59:18Z | value:https://api.github.com/repos/huggingface/datasets/issues/5688/labels{/name} | value:5688 | json:{"login": "adrianfagerland", "id": 25522531, "node_id": "MDQ6VXNlcjI1NTIyNTMx", "avatar_url": "https://avatars.githubusercontent.com/u/25522531?v=4", "gravatar_id": "", "url": "https://api.github.com/users/adrianfagerland", "html_url": "https://github.com/adrianfagerland", "followers_url": "https://api.github.com/... | true | |||||||
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Hi :wave:
Not sure if this is the right place to ask, but I am trying to load a huge amount of datasets on the hub (:partying_face: ) but I am facing a little issue with the `image` type
![image](https://user-images.githubusercontent.com/15908060/228587875-427a37f1-3a31-4e17-8bbe-0f75... | value:https://api.github.com/repos/huggingface/datasets/issues/5685/comments | value:I_kwDODunzps5iHLWb | value:closed | value:3 | value:2023-03-30T07:54:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/5685/labels{/name} | value:5685 | json:{"login": "FrancescoSaverioZuppichini", "id": 15908060, "node_id": "MDQ6VXNlcjE1OTA4MDYw", "avatar_url": "https://avatars.githubusercontent.com/u/15908060?v=4", "gravatar_id": "", "url": "https://api.github.com/users/FrancescoSaverioZuppichini", "html_url": "https://github.com/FrancescoSaverioZuppichini", "followe... | true | ||||||||
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Related to:
- #5303
Fix #5682. | value:https://api.github.com/repos/huggingface/datasets/issues/5683/comments | value:PR_kwDODunzps5NLUq1 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5683", "html_url": "https://github.com/huggingface/datasets/pull/5683", "diff_url": "https://github.com/huggingface/datasets/pull/5683.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5683.patch", "merged_at": "2023-03-29T17:28:57Z"} | value:2023-03-29T17:36:06Z | value:https://api.github.com/repos/huggingface/datasets/issues/5683/labels{/name} | value:5683 | 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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```
ValueError: 'none' is not a valid VerificationMode
``` | value:https://api.github.com/repos/huggingface/datasets/issues/5682/comments | value:I_kwDODunzps5iG_m7 | value:closed | value:0 | value:2023-03-29T17:28:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/5682/labels{/name} | value:5682 | 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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``` python
d1 = Dataset.from_dict({"a": [0, 1, 2]})
d2 = Dataset.from_dict({"a": [10, 11, 12, 13]})
d3 = Dataset.from_dict({"a": [20, 21, 22, 23, 24]})
dataset = interleave_datasets([d1, d2, d3], st... | value:https://api.github.com/repos/huggingface/datasets/issues/5680/comments | value:PR_kwDODunzps5NJYNz | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5680", "html_url": "https://github.com/huggingface/datasets/pull/5680", "diff_url": "https://github.com/huggingface/datasets/pull/5680.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5680.patch", "merged_at": "2023-03-30T13:07:18Z"} | value:2023-03-30T13:14:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/5680/labels{/name} | value:5680 | json:{"login": "QizhiPei", "id": 55624066, "node_id": "MDQ6VXNlcjU1NjI0MDY2", "avatar_url": "https://avatars.githubusercontent.com/u/55624066?v=4", "gravatar_id": "", "url": "https://api.github.com/users/QizhiPei", "html_url": "https://github.com/QizhiPei", "followers_url": "https://api.github.com/users/QizhiPei/follow... | value:False | true | |||||||||
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As a user, I can set a working dir for intermediate data creation. The processed files will be moved to the cache dir, like
```
load_dataset(…, working_dir=”/temp/dir”, cache_dir=”/cloud_dir”).
```
### Motivation
This will help the use case for using datasets with cloud storage as cache.... | value:https://api.github.com/repos/huggingface/datasets/issues/5679/comments | value:I_kwDODunzps5iD4Zu | value:open | value:4 | value:2023-04-12T22:30:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/5679/labels{/name} | value:5679 | json:{"login": "lu-wang-dl", "id": 38018689, "node_id": "MDQ6VXNlcjM4MDE4Njg5", "avatar_url": "https://avatars.githubusercontent.com/u/38018689?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lu-wang-dl", "html_url": "https://github.com/lu-wang-dl", "followers_url": "https://api.github.com/users/lu-wang-d... | true | |||||||||||
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Add a new API `Dataset.from_spark` to create a Dataset from Spark DataFrame.
### Motivation
Spark is a distributed computing framework that can handle large datasets. By supporting loading Spark DataFrames directly into Hugging Face Datasets, we enable take the advantages of spark to proces... | value:https://api.github.com/repos/huggingface/datasets/issues/5678/comments | value:I_kwDODunzps5iDPz3 | value:closed | value:5 | value:2024-08-27T14:43:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/5678/labels{/name} | value:5678 | json:{"login": "lu-wang-dl", "id": 38018689, "node_id": "MDQ6VXNlcjM4MDE4Njg5", "avatar_url": "https://avatars.githubusercontent.com/u/38018689?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lu-wang-dl", "html_url": "https://github.com/lu-wang-dl", "followers_url": "https://api.github.com/users/lu-wang-d... | true | ||||||||
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`Dataset.map()` crashes any time any column contains more than `writer_batch_size` (default 1000) empty dictionaries, regardless of whether the column is being operated on. The error does not occur if the dictionaries are non-empty.
### Steps to reproduce the bug
Example:
```
import da... | value:https://api.github.com/repos/huggingface/datasets/issues/5677/comments | value:I_kwDODunzps5iChe- | value:closed | value:0 | value:2023-07-07T14:01:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/5677/labels{/name} | value:5677 | json:{"login": "mtoles", "id": 7139344, "node_id": "MDQ6VXNlcjcxMzkzNDQ=", "avatar_url": "https://avatars.githubusercontent.com/u/7139344?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mtoles", "html_url": "https://github.com/mtoles", "followers_url": "https://api.github.com/users/mtoles/followers", "fol... | true | |||||||
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However, some of the datasets tagged by ISO language code are not accessible by this search form.
For example, [myv_ru_2022](https://huggingface.co/datasets/slone/myv_ru_2022) is has `myv` language tag but it is not included in Languages sea... | value:https://api.github.com/repos/huggingface/datasets/issues/5675/comments | value:I_kwDODunzps5h21KW | value:closed | value:4 | value:2023-03-30T08:08:15Z | value:https://api.github.com/repos/huggingface/datasets/issues/5675/labels{/name} | value:5675 | json:{"login": "named-entity", "id": 5658496, "node_id": "MDQ6VXNlcjU2NTg0OTY=", "avatar_url": "https://avatars.githubusercontent.com/u/5658496?v=4", "gravatar_id": "", "url": "https://api.github.com/users/named-entity", "html_url": "https://github.com/named-entity", "followers_url": "https://api.github.com/users/named... | true | ||||||||
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Uploading a dataset with `push_to_hub()` fails without error description.
### Steps to reproduce the bug
Hey there,
I've built a image dataset of 100k images + text pair as described here https://huggingface.co/docs/datasets/image_dataset#imagefolder
Now I'm trying to push it to the... | value:https://api.github.com/repos/huggingface/datasets/issues/5672/comments | value:I_kwDODunzps5hz8EK | value:closed | value:3 | value:2023-03-30T08:11:05Z | value:https://api.github.com/repos/huggingface/datasets/issues/5672/labels{/name} | value:5672 | json:{"login": "tzvc", "id": 14275989, "node_id": "MDQ6VXNlcjE0Mjc1OTg5", "avatar_url": "https://avatars.githubusercontent.com/u/14275989?v=4", "gravatar_id": "", "url": "https://api.github.com/users/tzvc", "html_url": "https://github.com/tzvc", "followers_url": "https://api.github.com/users/tzvc/followers", "following... | true | ||||||||
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I'm new to use HuggingFace datasets but I cannot use `load_dataset('glue', 'cola')`.
- I was stacked by the following problem:
```python
from datasets import load_dataset
cola_dataset = load_dataset('glue', 'cola')
------------------------------------------------------------------... | value:https://api.github.com/repos/huggingface/datasets/issues/5671/comments | value:I_kwDODunzps5hzTtM | value:closed | value:2 | value:2023-03-28T07:43:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/5671/labels{/name} | value:5671 | json:{"login": "makinzm", "id": 40193664, "node_id": "MDQ6VXNlcjQwMTkzNjY0", "avatar_url": "https://avatars.githubusercontent.com/u/40193664?v=4", "gravatar_id": "", "url": "https://api.github.com/users/makinzm", "html_url": "https://github.com/makinzm", "followers_url": "https://api.github.com/users/makinzm/followers"... | true | ||||||||
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I've been playing around with huggingface library, mostly with `datasets` and wanted to download the multi class classification datasets to fine tune BERT on this task. ([link](https://huggingface.co/docs/transformers/training#train-with-pytorch-trainer)).
While loading the dataset, I'm g... | value:https://api.github.com/repos/huggingface/datasets/issues/5670/comments | value:I_kwDODunzps5hya1F | value:closed | value:2 | value:2023-03-27T22:54:56Z | value:https://api.github.com/repos/huggingface/datasets/issues/5670/labels{/name} | value:5670 | json:{"login": "ysahil97", "id": 19690506, "node_id": "MDQ6VXNlcjE5NjkwNTA2", "avatar_url": "https://avatars.githubusercontent.com/u/19690506?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ysahil97", "html_url": "https://github.com/ysahil97", "followers_url": "https://api.github.com/users/ysahil97/follow... | true | ||||||||
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I am struggling to understand (huge) performance difference between two datasets that are almost identical.
### Steps to reproduce the bug
# Fast (normal) dataset speed:
```python
import cv2
from datasets import load_dataset
from torch.utils.data import DataLoader
dataset = load_da... | value:https://api.github.com/repos/huggingface/datasets/issues/5669/comments | value:I_kwDODunzps5hovce | value:open | value:7 | value:2023-04-09T18:56:23Z | value:https://api.github.com/repos/huggingface/datasets/issues/5669/labels{/name} | value:5669 | json:{"login": "eli-osherovich", "id": 2437102, "node_id": "MDQ6VXNlcjI0MzcxMDI=", "avatar_url": "https://avatars.githubusercontent.com/u/2437102?v=4", "gravatar_id": "", "url": "https://api.github.com/users/eli-osherovich", "html_url": "https://github.com/eli-osherovich", "followers_url": "https://api.github.com/users... | true | |||||||||||
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But I'm not sure if it's possible to solve cache issues, mostly with `dataset_info.json` | value:https://api.github.com/repos/huggingface/datasets/issues/5668/comments | value:PR_kwDODunzps5MwuIp | value:open | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5668", "html_url": "https://github.com/huggingface/datasets/pull/5668", "diff_url": "https://github.com/huggingface/datasets/pull/5668.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5668.patch", "merged_at": null} | value:2023-03-24T06:43:14Z | value:https://api.github.com/repos/huggingface/datasets/issues/5668/labels{/name} | value:5668 | 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... | value:True | true | |||||||||||
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- #5663
we should revert the temporary pin on tensorflow introduced by:
- #5664 | value:https://api.github.com/repos/huggingface/datasets/issues/5666/comments | value:I_kwDODunzps5hnPA2 | value:closed | value:0 | value:2023-03-23T16:14:54Z | value:https://api.github.com/repos/huggingface/datasets/issues/5666/labels{/name} | value:5666 | 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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It'd be great to have a lazy push to hub, similar to the lazy loading we have with `IterableDataset`.
Suppose you'd like to filter [LAION](https://huggingface.co/datasets/laion/laion400m) based on certain conditions, but as LAION doesn't fit into your disk, you'd like to leverage streami... | value:https://api.github.com/repos/huggingface/datasets/issues/5665/comments | value:I_kwDODunzps5hlZew | value:closed | value:13 | value:2025-06-06T16:13:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/5665/labels{/name} | value:5665 | 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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- In Python 3.10, tensorflow-2.12.0 also installs `jax`
Fix #5663
Until root cause is fixed. | value:https://api.github.com/repos/huggingface/datasets/issues/5664/comments | value:PR_kwDODunzps5Mt6vp | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5664", "html_url": "https://github.com/huggingface/datasets/pull/5664", "diff_url": "https://github.com/huggingface/datasets/pull/5664.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5664.patch", "merged_at": "2023-03-23T10:09:53Z"} | value:2023-03-23T10:17:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/5664/labels{/name} | value:5664 | 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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```
FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_map_jax_in_memory - ModuleNotFoundError: jax requires jaxlib to be installed. See https://github.com/google/jax#installation for inst... | value:https://api.github.com/repos/huggingface/datasets/issues/5663/comments | value:I_kwDODunzps5hlUgA | value:closed | value:0 | value:2023-03-23T10:09:55Z | value:https://api.github.com/repos/huggingface/datasets/issues/5663/labels{/name} | value:5663 | 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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- https://github.com/charliermarsh/ruff/releases/tag/v0.0.258
- https://github.com/charliermarsh/ruff/pull/3605
This PR fixes one unnecessary dict comprehension in our code: no need to unpack and re-pack the tupl... | value:https://api.github.com/repos/huggingface/datasets/issues/5662/comments | value:PR_kwDODunzps5MtvsM | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5662", "html_url": "https://github.com/huggingface/datasets/pull/5662", "diff_url": "https://github.com/huggingface/datasets/pull/5662.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5662.patch", "merged_at": "2023-03-23T09:37:49Z"} | value:2023-03-23T09:46:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/5662/labels{/name} | value:5662 | 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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```
src/datasets/arrow_dataset.py:3267:35: C416 [*] Unnecessary `dict` comprehension (rewrite using `dict()`)
Found 1 error.
``` | value:https://api.github.com/repos/huggingface/datasets/issues/5661/comments | value:I_kwDODunzps5hlJzl | value:closed | value:0 | value:2023-03-23T09:37:51Z | value:https://api.github.com/repos/huggingface/datasets/issues/5661/labels{/name} | value:5661 | 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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Wouldn't it be great if the various class balancing operations from imbalanced-learn were available as part of datasets?
### Motivation
I'm trying to use imbalanced-learn to balance a dataset, but it's not clear how to get the two to interoperate - what would be great would be some examples... | value:https://api.github.com/repos/huggingface/datasets/issues/5660/comments | value:I_kwDODunzps5hfGpe | value:closed | value:1 | value:2023-07-06T18:10:15Z | value:https://api.github.com/repos/huggingface/datasets/issues/5660/labels{/name} | value:5660 | json:{"login": "tansaku", "id": 30216, "node_id": "MDQ6VXNlcjMwMjE2", "avatar_url": "https://avatars.githubusercontent.com/u/30216?v=4", "gravatar_id": "", "url": "https://api.github.com/users/tansaku", "html_url": "https://github.com/tansaku", "followers_url": "https://api.github.com/users/tansaku/followers", "followi... | true | ||||||||
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I'm encountering several issues trying to load mp3 audio files using `datasets` on a TPU v4.
The PR https://github.com/huggingface/datasets/pull/5573 updated the audio loading logic to rely solely on the `soundfile`/`libsndfile` libraries for loading audio samples, regardless of their ... | value:https://api.github.com/repos/huggingface/datasets/issues/5659/comments | value:I_kwDODunzps5hevL0 | value:closed | value:13 | value:2024-07-12T01:35:01Z | value:https://api.github.com/repos/huggingface/datasets/issues/5659/labels{/name} | value:5659 | json:{"login": "sanchit-gandhi", "id": 93869735, "node_id": "U_kgDOBZhWpw", "avatar_url": "https://avatars.githubusercontent.com/u/93869735?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sanchit-gandhi", "html_url": "https://github.com/sanchit-gandhi", "followers_url": "https://api.github.com/users/sanch... | true | ||||||||
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@mariosasko | value:https://api.github.com/repos/huggingface/datasets/issues/5658/comments | value:PR_kwDODunzps5MmJe0 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5658", "html_url": "https://github.com/huggingface/datasets/pull/5658", "diff_url": "https://github.com/huggingface/datasets/pull/5658.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5658.patch", "merged_at": "2023-03-24T16:36:21Z"} | value:2023-03-24T16:43:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/5658/labels{/name} | value:5658 | json:{"login": "connor-henderson", "id": 78612354, "node_id": "MDQ6VXNlcjc4NjEyMzU0", "avatar_url": "https://avatars.githubusercontent.com/u/78612354?v=4", "gravatar_id": "", "url": "https://api.github.com/users/connor-henderson", "html_url": "https://github.com/connor-henderson", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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Right now `to_iterable_dataset` on images/audio hurts iterable dataset performance a lot (e.g. x4 slower because it encodes+decodes images/audios unnecessarily).
I fixed it by providing a generator that yields undecoded examples | value:https://api.github.com/repos/huggingface/datasets/issues/5655/comments | value:PR_kwDODunzps5MjWYy | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/5655", "html_url": "https://github.com/huggingface/datasets/pull/5655", "diff_url": "https://github.com/huggingface/datasets/pull/5655.diff", "patch_url": "https://github.com/huggingface/datasets/pull/5655.patch", "merged_at": "2023-03-23T13:12:25Z"} | value:2023-03-23T13:19:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/5655/labels{/name} | value:5655 | 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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