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2,379,588,676 | https://api.github.com/repos/huggingface/datasets/issues/7007 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7007/events | [] | null | 2024-06-28T05:31:21Z | [] | https://github.com/huggingface/datasets/pull/7007 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7007). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix CI by temporarily pinning ruff < 0.5.0 | {
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Fix #7006.
Revert once root cause is fixed. | {
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} | I_kwDODunzps6N1Yhn | null | 2024-06-28T05:03:28Z | https://api.github.com/repos/huggingface/datasets/issues/7006/comments | After ruff-0.5.0 release (https://github.com/astral-sh/ruff/releases/tag/0.5.0), our CI is broken due to E721 rule.
See: https://github.com/huggingface/datasets/actions/runs/9707641618/job/26793170961?pr=6983
> src/datasets/features/features.py:844:12: E721 Use `is` and `is not` for type comparisons, or `isinstanc... | {
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"Hi ! `data_dir=` is for directories, can you try using `data_files=` instead ?",
"If you are trying to load your image dataset from a local folder, you should replace \"data_dir=path/to/jsonl/metadata.jsonl\" with the real folder path in your computer.\r\n\r\nhttps://huggingface.co/docs/datasets/en/image_load#im... | EmptyDatasetError: The directory at /metadata.jsonl doesn't contain any data files | {
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} | I_kwDODunzps6Nw-Ad | null | 2024-06-27T15:08:26Z | https://api.github.com/repos/huggingface/datasets/issues/7005/comments | ### Describe the bug
while trying to load custom dataset from jsonl file, I get the error: "metadata.jsonl doesn't contain any data files"
### Steps to reproduce the bug
This is my [metadata_v2.jsonl](https://github.com/user-attachments/files/16016011/metadata_v2.json) file. I have this file in the folder with all ... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7004). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix WebDatasets KeyError for user-defined Features when a field is missing in an example | {
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Not sure if this needs any addition stuff before merging | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7002). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix dump of bfloat16 torch tensor | {
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2,372,930,879 | https://api.github.com/repos/huggingface/datasets/issues/7001 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/7001/events | [] | null | 2024-06-25T15:21:19Z | [] | https://github.com/huggingface/datasets/issues/7001 | NONE | null | null | null | [
"Ok it seems the solution is to use the directory string without the trailing \"/\" which in my case as: \r\n\r\n`parquet_dir = \"~/data/Parquet\" `\r\n\r\nStill i think this is a weird behavior... "
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} | I_kwDODunzps6NcA0_ | null | 2024-06-25T15:02:34Z | https://api.github.com/repos/huggingface/datasets/issues/7001/comments | ### Describe the bug
So I was trying to download a dataset and save it as parquet and I follow the [tutorial](https://huggingface.co/docs/datasets/filesystems#download-and-prepare-a-dataset-into-a-cloud-storage) of Huggingface. However, during the excution I face a FileNotFoundError.
I debug the code and it seems... | {
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"@lhoestq Thank you for merging #6607, but unfortunately the issue persists for `IterableDataset` :pensive: ",
"Hi ! I opened https://github.com/huggingface/datasets/pull/7002 to fix this bug",
"Amazing, thank you so much @lhoestq! :pray:"
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} | I_kwDODunzps6Nb2Qh | null | 2024-06-25T14:43:26Z | https://api.github.com/repos/huggingface/datasets/issues/7000/comments | ### Describe the bug
`IterableDataset.from_generator` crashes when using BFloat16:
```
File "/usr/local/lib/python3.11/site-packages/datasets/utils/_dill.py", line 169, in _save_torchTensor
args = (obj.detach().cpu().numpy(),)
^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: Got unsupported ScalarType ... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6999). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
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Fix #6997. | {
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```
FAILED tests/test_inspect.py::test_get_dataset_config_names[hf-internal-testing/librispeech_asr_dummy-expected4] - AssertionError: assert ['clean'] == ['clean', 'other']
Right contains one more item: 'othe... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6996). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
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} | 2024-06-25T06:54:40Z | https://api.github.com/repos/huggingface/datasets/issues/6996/comments | Remove deprecated code, as part of the 3.0 release.
First merge:
- [x] #6983
- [x] #6987
- [ ] #6999 | {
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"What is the version of your installed `huggingface-hub`:\r\n```python\r\nimport huggingface_hub\r\nprint(huggingface_hub.__version__)\r\n```\r\n\r\nIt seems you have a very old version of `huggingface-hub`, where `CommitInfo` was not still implemented. You need to update it:\r\n```\r\npip install -U huggingface-hu... | ImportError when importing datasets.load_dataset | {
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} | I_kwDODunzps6NTjeD | null | 2024-06-24T17:07:22Z | https://api.github.com/repos/huggingface/datasets/issues/6995/comments | ### Describe the bug
I encountered an ImportError while trying to import `load_dataset` from the `datasets` module in Hugging Face. The error message indicates a problem with importing 'CommitInfo' from 'huggingface_hub'.
### Steps to reproduce the bug
1. pip install git+https://github.com/huggingface/datasets
2. f... | {
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"Sure~",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6994). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>... | Fix incorrect rank value in data splitting | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6993). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | less script docs | {
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2,367,890,622 | https://api.github.com/repos/huggingface/datasets/issues/6992 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6992/events | [] | null | 2024-06-25T15:43:05Z | [] | https://github.com/huggingface/datasets/issues/6992 | NONE | null | null | null | [
"Hi ! can you try updating `datasets` and `huggingface_hub` ?\r\n\r\n```\r\npip install -U datasets huggingface_hub\r\n```"
] | Dataset with streaming doesn't work with proxy | {
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} | I_kwDODunzps6NIyS- | null | 2024-06-22T16:12:08Z | https://api.github.com/repos/huggingface/datasets/issues/6992/comments | ### Describe the bug
I'm currently trying to stream data using dataset since the dataset is too big but it hangs indefinitely without loading the first batch. I use AIMOS which is a supercomputer that uses proxy to connect to the internet. I assume it has to do with the network configurations. I've already set up both... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6991). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"@albertvillanova Any chance we could get this in before the next release? Everything d... | Unblock NumPy 2.0 | {
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"ah yes good catch ! feel free to open a PR with your suggested fix"
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} | I_kwDODunzps6NEGCx | null | 2024-06-21T14:25:26Z | https://api.github.com/repos/huggingface/datasets/issues/6990/comments | ### Describe the bug
I'm trying to split `IterableDataset` by `split_dataset_by_node`.
But when doing split on a already split dataset, the resulting `rank` is greater than `world_size`.
### Steps to reproduce the bug
Here is the minimal code for reproduction:
```py
>>> from datasets import load_dataset
>>... | {
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} | I_kwDODunzps6M_4bh | null | 2024-06-21T02:09:22Z | https://api.github.com/repos/huggingface/datasets/issues/6989/comments | ### Describe the bug
- When reading dataset, a cache will be generated to the ~/. cache/huggingface/datasets directory
- When using .map and .filter operations, runtime cache will be generated to the /tmp/hf_datasets-* directory
- The default is to use the path of tempfile.tempdir
- If I modify this path to the N... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6988). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"`Dataset` objects are not made to be subclassed, so I don't think going in that directi... | [`feat`] Move dataset card creation to method for easier overriding | {
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} | 2024-06-20T10:47:57Z | https://api.github.com/repos/huggingface/datasets/issues/6988/comments | Hello!
## Pull Request overview
* Move dataset card creation to method for easier overriding
## Details
It's common for me to fully automatically download, reformat, and upload a dataset (e.g. see https://huggingface.co/datasets?other=sentence-transformers), but one aspect that I cannot easily automate is the d... | {
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"@albertvillanova @KennethEnevoldsen"
] | Add large_list type support in string_to_arrow | {
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} | 2024-06-19T14:54:25Z | https://api.github.com/repos/huggingface/datasets/issues/6986/comments | add large_list type support in string_to_arrow() and _arrow_to_datasets_dtype() in features.py
Fix #6984
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"Please note that the error is raised just at import:\r\n```python\r\nimport pyarrow.parquet as pq\r\n```\r\n\r\nTherefore it must be caused by some problem with your pyarrow installation. I would recommend you uninstall and install pyarrow again.\r\n\r\nI also see that it seems you use conda to install pyarrow. Pl... | AttributeError: module 'pyarrow.lib' has no attribute 'ListViewType' | {
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} | I_kwDODunzps6Mzwgk | null | 2024-06-19T13:22:28Z | https://api.github.com/repos/huggingface/datasets/issues/6985/comments | ### Describe the bug
I have been struggling with this for two days, any help would be appreciated. Python 3.10
```
from setfit import SetFitModel
from huggingface_hub import login
access_token_read = "cccxxxccc"
# Authenticate with the Hugging Face Hub
login(token=access_token_read)
# Load the models fr... | {
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"Hi ! Thanks for reporting :)\r\n\r\nWe don't support `large_list` yet, though it should be added to `Sequence` IMO (maybe with a parameter `large=True` ?)"
] | Convert polars DataFrame back to datasets | {
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} | I_kwDODunzps6My3NC | null | 2024-06-19T11:38:48Z | https://api.github.com/repos/huggingface/datasets/issues/6984/comments | ### Feature request
This returns error.
```python
from datasets import Dataset
dsdf = Dataset.from_dict({"x": [[1, 2], [3, 4, 5]], "y": ["a", "b"]})
Dataset.from_polars(dsdf.to_polars())
```
ValueError: Arrow type large_list<item: int64> does not have a datasets dtype equivalent.
### Motivation
When datasets... | {
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2,361,806,201 | https://api.github.com/repos/huggingface/datasets/issues/6983 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6983/events | [] | null | 2024-06-28T06:57:38Z | [] | https://github.com/huggingface/datasets/pull/6983 | MEMBER | null | false | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6983). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Remove metrics | {
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Note they are deprecated since 2.5.0 version. | {
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"it seems the bug will happened in all windows system, I tried it in windows8.1, 10, 11 and all of them failed. But it won't happened in the Linux(Ubuntu and Centos7) and Mac (both my virtual and physical machine). I still don't know what the problem is. May be related to the path? I cannot run the split file in m... | cannot split dataset when using load_dataset | {
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} | I_kwDODunzps6MxBgd | null | 2024-06-19T08:07:16Z | https://api.github.com/repos/huggingface/datasets/issues/6982/comments | ### Describe the bug
when I use load_dataset methods to load mozilla-foundation/common_voice_7_0, it can successfully download and extracted the dataset but It cannot generating the arrow document,
This bug happened in my server, my laptop, so as #6906 , but it won't happen in the google colab. I work for it for da... | {
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The docs needed to be updated due to this PR:
- #6954 | {
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] | null | 2024-07-12T12:04:54Z | [] | https://github.com/huggingface/datasets/issues/6980 | CONTRIBUTOR | completed | null | null | [] | Support NumPy 2.0 | {
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} | I_kwDODunzps6MuKBq | null | 2024-06-18T23:30:22Z | https://api.github.com/repos/huggingface/datasets/issues/6980/comments | ### Feature request
Support NumPy 2.0.
### Motivation
NumPy introduces the Array API, which bridges the gap between machine learning libraries. Many clients of HuggingFace are eager to start using the Array API.
Besides that, NumPy 2 provides a cleaner interface than NumPy 1.
### Tasks
NumPy 2.0 was ... | {
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2,360,175,363 | https://api.github.com/repos/huggingface/datasets/issues/6979 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6979/events | [] | null | 2024-06-21T17:09:32Z | [] | https://github.com/huggingface/datasets/issues/6979 | NONE | completed | null | null | [
"Hello,\r\n\r\nHave you tried loading the dataset in streaming mode? [Documentation](https://huggingface.co/docs/datasets/v2.20.0/stream)\r\n\r\nThis way you wouldn't have to load it all. Also, let's be nice to Parquet, it's a really nice technology and we don't need to be mean :)",
"I have downloaded part of it,... | How can I load partial parquet files only? | {
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} | I_kwDODunzps6MrWsD | null | 2024-06-18T15:44:16Z | https://api.github.com/repos/huggingface/datasets/issues/6979/comments | I have a HUGE dataset about 14TB, I unable to download all parquet all. I just take about 100 from it.
dataset = load_dataset("xx/", data_files="data/train-001*-of-00314.parquet")
How can I just using 000 - 100 from a 00314 from all partially?
I search whole net didn't found a solution, **this is stupid if the... | {
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- #6914
As described in pandas docs, the `dtype_backend` parameter was first added in pandas 2.0.0: https://pandas.pydata.org/docs/reference/api/pandas.read_json.html
This PR fixes the regression by passing (or not) the `dtype_backend` parameter depending on ... | {
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2,359,295,045 | https://api.github.com/repos/huggingface/datasets/issues/6977 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6977/events | [] | null | 2024-06-18T10:06:10Z | [
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"Thanks for reporting, @xiaoyaolangzhi.\r\n\r\nIndeed, we are currently requiring `pandas` >= 2.0.0.\r\n\r\nYou will need to update pandas in your local environment:\r\n```\r\npip install -U pandas\r\n``` ",
"Thank you very much."
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```
load_dataset(path="json", data_files="./test.json")
```
```
Generating train split: 0 examples [00:00, ? examples/s]
Traceback (most recent call last):
File "/usr/local/lib/python3.10/dist-packages/datasets/packaged_modules/json/json.py", line 132, in _generate_tables
pa_table = p... | {
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The following fix should resolve the issue.
error found during testing on the MTEB repository e.g. [here](https://github.c... | {
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```
A module that was compiled using NumPy 1.x cannot be run in
NumPy 2.0.0 as it may crash. To support both 1.x and 2.x
versions of NumPy, modules must be compiled with NumPy 2.... | {
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"add remove_unused_columns=False to training_args\r\nhttps://github.com/huggingface/datasets/issues/6535#issuecomment-1874024704",
"Closing this issue because it was a reported and fixed in transformers."
] | IndexError during training with Squad dataset and T5-small model | {
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} | I_kwDODunzps6MZley | null | 2024-06-16T07:53:54Z | https://api.github.com/repos/huggingface/datasets/issues/6973/comments | ### Describe the bug
I am encountering an IndexError while training a T5-small model on the Squad dataset using the transformers and datasets libraries. The error occurs even with a minimal reproducible example, suggesting a potential bug or incompatibility.
### Steps to reproduce the bug
1.Install the required libr... | {
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This is important to make streaming datasets compatible with multiprocessing e.g. for parallel data loading | {
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"@HuggingFaceDocBuilderDev There is no doc for this change. Call a human.",
"Haha it w... | packaging: Remove useless dependencies | {
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"Oops, sorry for the style issue. Fixed in https://github.com/huggingface/datasets/pull/... | Use `HF_HUB_OFFLINE` instead of `HF_DATASETS_OFFLINE` | {
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The changes are backward-compatible meani... | {
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} | I_kwDODunzps6MBSEe | null | 2024-06-12T16:04:04Z | https://api.github.com/repos/huggingface/datasets/issues/6967/comments | ### Feature request
Large datasets like Laion400m are provided as embeddings. The provided methods in load_dataset are not straightforward for loading embedding files, i.e. img_emb_XX.npy ; XX = 0 to 99
### Motivation
The trial and experimentation is the key pivot of HF. It would be great if HF can load embeddings... | {
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## After:
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2,344,269,477 | https://api.github.com/repos/huggingface/datasets/issues/6963 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6963/events | [] | null | 2024-06-28T09:53:11Z | [] | https://github.com/huggingface/datasets/pull/6963 | MEMBER | null | false | null | [
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cc @Wauplin it looks like the retries from `hfh` are not always enough. In this PR I let `datasets` do additional retries (that users can configure in `datasets.config`) ... | {
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Remove unnecessary permissions granted to the actions workflow.
Sorry for the mishap. | {
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"We're unlikely to add more features/support for datasets with python loading scripts, which include datasets with manual download. Sorry for the inconvenience"
] | Manual downloads should count as downloads | {
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} | I_kwDODunzps6LmG0S | null | 2024-06-09T04:52:06Z | https://api.github.com/repos/huggingface/datasets/issues/6961/comments | ### Feature request
I would like to request that manual downloads of data files from Hugging Face dataset repositories count as downloads of a dataset. According to the documentation for the Hugging Face Hub, that is currently not the case: https://huggingface.co/docs/hub/en/datasets-download-stats
### Motivation
Th... | {
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Adding a GH action to scan for leaked secrets on each commit.
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This PR updates how errors are handled in `dataset_module_factory` when the `dataset_info` cannot be accessed:
1. Use multiple `except ... as e` instead of using `isinstance(e, ...)`
2. Alway... | {
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"https://huggingface.co/docs/datasets/upload_dataset",
"I have checked the API HTTP link. Repository Not Found for url: https://huggingface.co/api/datasets/xxx/xxx.\r\n\r\n
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- #6956
Typos:
- `comparisions` => `comparisons`
- two consecutive sentences both ending in colon
- split one sentence into two
Sorry, I did not have time to review that PR.
CC: @lhoestq | {
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2,333,530,558 | https://api.github.com/repos/huggingface/datasets/issues/6954 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6954/events | [] | null | 2024-06-17T16:32:24Z | [] | https://github.com/huggingface/datasets/pull/6954 | MEMBER | null | false | null | [
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<detai... | Remove default `trust_remote_code=True` | {
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- [x] fix tests | {
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"Canonical datasets are no longer mentioned in the docs."
] | Remove canonical datasets from docs | {
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2,333,320,411 | https://api.github.com/repos/huggingface/datasets/issues/6952 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6952/events | [] | null | 2024-06-10T14:09:59Z | [] | https://github.com/huggingface/datasets/pull/6952 | MEMBER | null | false | null | [
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Additionally rename some of them, deprecate the former ones, and make the deprecation backward compatible (by making the new errors inherit from the former ones). | {
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"@xianbaoqian ",
"Feel free to open a PR in `m-a-p/COIG-CQIA` to define a default subset. Currently there is no default.\r\n\r\nYou can find some documentation at https://huggingface.co/docs/hub/datasets-manual-configuration#multiple-configurations",
"@lhoestq \r\n\r\nWhilst having a default subset readily avai... | load_dataset() should load all subsets, if no specific subset is specified | {
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} | I_kwDODunzps6LEkfC | null | 2024-06-04T11:02:33Z | https://api.github.com/repos/huggingface/datasets/issues/6951/comments | ### Feature request
Currently load_dataset() is forcing users to specify a subset. Example
`from datasets import load_dataset
dataset = load_dataset("m-a-p/COIG-CQIA")`
```---------------------------------------------------------------------------
ValueError Traceback (most recen... | {
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2,333,005,974 | https://api.github.com/repos/huggingface/datasets/issues/6950 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6950/events | [
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"Hi ! It seems the documentation was outdated in this paragraph\r\n\r\nI fixed it here: https://github.com/huggingface/datasets/pull/6956",
"Fixed."
] | `Dataset.with_format` behaves inconsistently with documentation | {
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} | I_kwDODunzps6LDtiW | null | 2024-06-04T09:18:32Z | https://api.github.com/repos/huggingface/datasets/issues/6950/comments | ### Describe the bug
The actual behavior of the interface `Dataset.with_format` is inconsistent with the documentation.
https://huggingface.co/docs/datasets/use_with_pytorch#n-dimensional-arrays
https://huggingface.co/docs/datasets/v2.19.0/en/use_with_tensorflow#n-dimensional-arrays
> If your dataset consists of ... | {
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"Hi, @lion-ops.\r\n\r\nIn our Continuous Integration we have many tests on loading JSON files and all of them work properly.\r\n\r\nCould you please share your \"train.json\" file, so that we can try to reproduce the issue you have? ",
"> Hi, @lion-ops.\r\n> \r\n> In our Continuous Integration we have many tests ... | load_dataset error | {
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} | I_kwDODunzps6LBKG9 | null | 2024-06-04T01:24:45Z | https://api.github.com/repos/huggingface/datasets/issues/6949/comments | ### Describe the bug
Why does the program get stuck when I use load_dataset method, and it still gets stuck after loading for several hours? In fact, my json file is only 21m, and I can load it in one go using open('', 'r').
### Steps to reproduce the bug
1. pip install datasets==2.19.2
2. from datasets import Data... | {
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When trying to use to_tf_dataset with a custom data_loader collate_fn when I use parallelism I am met with the following error as many times as number of workers there were in ``num_workers``.
File "/opt/miniconda/envs/env/lib/python3.11/site-packages/multiprocess/process.py", line 314, in _b... | {
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"same problem here",
"Hello,\r\n\r\nAre you sure you are really using datasets version 2.19.2? We just made the patch release yesterday specifically to fix this issue:\r\n- #6925\r\n\r\nI can't reproduce the error:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n\r\nIn [2]: ds = load_dataset('allenai... | FileNotFoundError:error when loading C4 dataset | {
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} | I_kwDODunzps6K8fpH | null | 2024-06-03T13:06:33Z | https://api.github.com/repos/huggingface/datasets/issues/6947/comments | ### Describe the bug
can't load c4 datasets
When I replace the datasets package to 2.12.2 I get raise datasets.utils.info_utils.ExpectedMoreSplits: {'train'}
How can I fix this?
### Steps to reproduce the bug
1.from datasets import load_dataset
2.dataset = load_dataset('allenai/c4', data_files={'validat... | {
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- #5519
Note that after the linter switch, we wrongly replaced `flake8: noqa` with `ruff: noqa` in datasets-2.17.0 PR:
- #6619
That replacement was wrong because we kept the `is... | {
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2,329,562,382 | https://api.github.com/repos/huggingface/datasets/issues/6942 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6942/events | [
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} | I_kwDODunzps6K2k0O | null | 2024-06-02T09:43:34Z | https://api.github.com/repos/huggingface/datasets/issues/6942/comments | When we switched to `ruff` linter in PR:
- #5519
import sorting was disabled in all files containing the `# flake8: noqa` directive
- https://github.com/astral-sh/ruff/issues/11679
We should re-enable import sorting on those files. | {
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} | I_kwDODunzps6K0Kd1 | null | 2024-06-01T05:34:52Z | https://api.github.com/repos/huggingface/datasets/issues/6941/comments | ### Feature request
Supporting FFCV, https://github.com/libffcv/ffcv
### Motivation
According to the benchmark, FFCV seems to be fastest image loading method.
### Your contribution
no | {
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2,328,637,831 | https://api.github.com/repos/huggingface/datasets/issues/6940 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6940/events | [
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} | I_kwDODunzps6KzDGH | null | 2024-05-31T21:55:50Z | https://api.github.com/repos/huggingface/datasets/issues/6940/comments | ### Feature request
Add an option when sharding a dataset to have all shards the same size. Will be good to provide both an option of duplication, and by truncation.
### Motivation
Currently the behavior of sharding is "If n % i == l, then the first l shards will have length (n // i) + 1, and the remaining sha... | {
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} | I_kwDODunzps6Kw136 | null | 2024-05-31T15:08:42Z | https://api.github.com/repos/huggingface/datasets/issues/6939/comments | As reported by @regisss, an `ExpectedMoreSplits` error is raised when passing `data_dir`:
```python
from datasets import load_dataset
dataset = load_dataset(
"lvwerra/stack-exchange-paired",
split="train",
cache_dir=None,
data_dir="data/rl",
)
```
```
Traceback (most recent call last):
F... | {
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"fix is included in https://github.com/huggingface/datasets/pull/6925"
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} | 2024-05-31T11:04:22Z | https://api.github.com/repos/huggingface/datasets/issues/6938/comments | reported on slack:
The following code snippet gives an error with v2.19 but not with v2.18:
from datasets import load_dataset
```
dataset = load_dataset(
"lvwerra/stack-exchange-paired",
split="train",
cache_dir=None,
data_dir="data/rl",
)
```
and the error is:
```
Traceback (most recent ... | {
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2,327,212,611 | https://api.github.com/repos/huggingface/datasets/issues/6937 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6937/events | [
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} | I_kwDODunzps6KtnJD | null | 2024-05-31T08:09:12Z | https://api.github.com/repos/huggingface/datasets/issues/6937/comments | The JSON loader implicitly coerces floats to integers.
The column values `[0.0, 1.0, 2.0]` are coerced to `[0, 1, 2]`.
See CI error in dataset-viewer: https://github.com/huggingface/dataset-viewer/actions/runs/9290164936/job/25576926446
```
=================================== FAILURES ===========================... | {
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2,326,119,853 | https://api.github.com/repos/huggingface/datasets/issues/6936 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6936/events | [] | null | 2024-07-22T23:08:42Z | [] | https://github.com/huggingface/datasets/issues/6936 | NONE | null | null | null | [
"I got the same issue. Any updates so far for this issue?"
] | save_to_disk() freezes when saving on s3 bucket with multiprocessing | {
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} | I_kwDODunzps6KpcWt | null | 2024-05-30T16:48:39Z | https://api.github.com/repos/huggingface/datasets/issues/6936/comments | ### Describe the bug
I'm trying to save a `Dataset` using the `save_to_disk()` function with:
- `num_proc > 1`
- `dataset_path` being a s3 bucket path e.g. "s3://{bucket_name}/{dataset_folder}/"
The hf progress bar shows up but the saving does not seem to start.
When using one processor only (`num_proc=1`), e... | {
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2,325,612,022 | https://api.github.com/repos/huggingface/datasets/issues/6935 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6935/events | [] | null | 2024-05-30T12:53:36Z | [] | https://github.com/huggingface/datasets/issues/6935 | NONE | null | null | null | [] | Support for pathlib.Path in datasets 2.19.0 | {
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} | I_kwDODunzps6KngX2 | null | 2024-05-30T12:53:36Z | https://api.github.com/repos/huggingface/datasets/issues/6935/comments | ### Describe the bug
After the recent update of `datasets`, Dataset.save_to_disk does not accept a pathlib.Path anymore. It was supported in 2.18.0 and previous versions. Is this intentional? Was it supported before only because of a Python dusk-typing miracle?
### Steps to reproduce the bug
```
from datasets impor... | {
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2,325,341,717 | https://api.github.com/repos/huggingface/datasets/issues/6934 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6934/events | [] | null | 2024-05-31T10:25:08Z | [] | https://github.com/huggingface/datasets/pull/6934 | MEMBER | null | false | null | [
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2,325,300,800 | https://api.github.com/repos/huggingface/datasets/issues/6933 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6933/events | [] | null | 2024-05-30T10:30:54Z | [] | https://github.com/huggingface/datasets/pull/6933 | MEMBER | null | false | null | [
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | update ci user | {
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2,324,729,267 | https://api.github.com/repos/huggingface/datasets/issues/6932 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6932/events | [] | null | 2024-06-04T12:56:20Z | [] | https://github.com/huggingface/datasets/pull/6932 | CONTRIBUTOR | null | false | null | [
"thanks !",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_bat... | Update dataset_dict.py | {
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2,323,457,525 | https://api.github.com/repos/huggingface/datasets/issues/6931 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6931/events | [] | null | 2024-05-29T16:33:18Z | [] | https://github.com/huggingface/datasets/pull/6931 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6931). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | [WebDataset] Support compressed files | {
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2,323,225,922 | https://api.github.com/repos/huggingface/datasets/issues/6930 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6930/events | [] | null | 2024-07-23T06:25:24Z | [] | https://github.com/huggingface/datasets/issues/6930 | NONE | null | null | null | [
"How do you solve it ?\r\n",
"> How do you solve it ?\r\n\r\nPlease check your Python environment and dataset version. I have just resolved the issue, which was caused by a Python environment switching error\r\n"
] | ValueError: Couldn't infer the same data file format for all splits. Got {'train': ('json', {}), 'validation': (None, {})} | {
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} | I_kwDODunzps6KeZ1C | null | 2024-05-29T12:40:05Z | https://api.github.com/repos/huggingface/datasets/issues/6930/comments | ### Describe the bug
When I run the code en = load_dataset("allenai/c4", "en", streaming=True), I encounter an error: raise ValueError(f"Couldn't infer the same data file format for all splits. Got {split_modules}") ValueError: Couldn't infer the same data file format for all splits. Got {'train': ('json', {}), 'valid... | {
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2,322,980,077 | https://api.github.com/repos/huggingface/datasets/issues/6929 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6929/events | [
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"you're right, we're tackling this here: https://github.com/huggingface/dataset-viewer/issues/2757",
"@severo : great !"
] | Avoid downloading the whole dataset when only README.me has been touched on hub. | {
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} | I_kwDODunzps6Kddzt | null | 2024-05-29T10:36:06Z | https://api.github.com/repos/huggingface/datasets/issues/6929/comments | ### Feature request
`datasets.load_dataset()` triggers a new download of the **whole dataset** when the README.md file has been touched on huggingface hub, even if data files / parquet files are the exact same.
I think the current behaviour of the load_dataset function is triggered whenever a change of the hash o... | {
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2,322,267,727 | https://api.github.com/repos/huggingface/datasets/issues/6928 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6928/events | [] | null | 2024-06-04T13:08:19Z | [] | https://github.com/huggingface/datasets/pull/6928 | CONTRIBUTOR | null | false | null | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | Update process.mdx: Code Listings Fixes | {
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2,322,260,725 | https://api.github.com/repos/huggingface/datasets/issues/6927 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6927/events | [] | null | 2024-05-29T03:12:46Z | [] | https://github.com/huggingface/datasets/pull/6927 | CONTRIBUTOR | null | false | null | [] | Update process.mdx: Minor Code Listings Updates and Fixes | {
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2,322,164,287 | https://api.github.com/repos/huggingface/datasets/issues/6926 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6926/events | [] | null | 2024-05-29T03:11:20Z | [] | https://github.com/huggingface/datasets/pull/6926 | CONTRIBUTOR | null | false | null | [] | Update process.mdx: Fix code listing in Shard section | {
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2,321,084,967 | https://api.github.com/repos/huggingface/datasets/issues/6925 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6925/events | [] | null | 2024-06-02T14:11:13Z | [] | https://github.com/huggingface/datasets/pull/6925 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6925). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Do you think this is worth making a patch release for?\r\nCC: @huggingface/datasets",
... | Fix NonMatchingSplitsSizesError/ExpectedMoreSplits when passing data_dir/data_files in no-code Hub datasets | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-05-28T13:33:38Z | https://api.github.com/repos/huggingface/datasets/issues/6925/comments | Fix `NonMatchingSplitsSizesError` or `ExpectedMoreSplits` error for no-code Hub datasets if the user passes:
- `data_dir`
- `data_files`
The proposed solution is to avoid using exported dataset info (from Parquet exports) in these cases.
Additionally, also if the user passes `revision` other than "main" (so that ... | {
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2,320,531,015 | https://api.github.com/repos/huggingface/datasets/issues/6924 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6924/events | [] | null | 2024-05-28T09:07:41Z | [] | https://github.com/huggingface/datasets/issues/6924 | NONE | null | null | null | [] | Caching map result of DatasetDict. | {
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} | I_kwDODunzps6KUH5H | null | 2024-05-28T09:07:41Z | https://api.github.com/repos/huggingface/datasets/issues/6924/comments | Hi!
I'm currenty using the map function to tokenize a somewhat large dataset, so I need to use the cache to save ~25 mins.
Changing num_proc incduces the recomputation of the map, I'm not sure why and if this is excepted behavior?
here it says, that cached files are loaded sequentially:
https://github.com/... | {
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2,319,292,872 | https://api.github.com/repos/huggingface/datasets/issues/6923 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6923/events | [] | null | 2024-05-27T14:27:57Z | [] | https://github.com/huggingface/datasets/issues/6923 | NONE | null | null | null | [] | Export Parquet Tablet Audio-Set is null bytes in Arrow | {
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} | I_kwDODunzps6KPZnI | null | 2024-05-27T14:27:57Z | https://api.github.com/repos/huggingface/datasets/issues/6923/comments | ### Describe the bug
Exporting the processed audio inside the table with the dataset.to_parquet function, the object pyarrow {bytes: null, path: "Some/Path"}
At the same time, the same dataset uploaded to the hub has bit arrays
. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Remove torchaudio remnants from code | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-05-27T08:45:07Z | https://api.github.com/repos/huggingface/datasets/issues/6922/comments | Remove torchaudio remnants from code.
Follow-up on:
- #5573 | {
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2,318,394,398 | https://api.github.com/repos/huggingface/datasets/issues/6921 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6921/events | [] | null | 2024-05-27T08:07:16Z | [] | https://github.com/huggingface/datasets/pull/6921 | MEMBER | null | false | null | [
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2,317,648,021 | https://api.github.com/repos/huggingface/datasets/issues/6920 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6920/events | [] | null | 2024-05-27T09:11:17Z | [] | https://github.com/huggingface/datasets/pull/6920 | MEMBER | null | false | null | [
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | [WebDataset] Add `.pth` support for torch tensors | {
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2,315,618,993 | https://api.github.com/repos/huggingface/datasets/issues/6919 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6919/events | [] | null | 2024-05-24T14:59:45Z | [] | https://github.com/huggingface/datasets/issues/6919 | NONE | null | null | null | [] | Invalid YAML in README.md: unknown tag !<tag:yaml.org,2002:python/tuple> | {
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} | I_kwDODunzps6KBYqx | null | 2024-05-24T14:59:45Z | https://api.github.com/repos/huggingface/datasets/issues/6919/comments | ### Describe the bug
I wrote a notebook to load an existing dataset, process it, and upload as a private dataset using `dataset.push_to_hub(...)` at the end. The push to hub is failing with:
```
ValueError: Invalid metadata in README.md.
- Invalid YAML in README.md: unknown tag !<tag:yaml.org,2002:python[/tuple](... | {
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2,315,322,738 | https://api.github.com/repos/huggingface/datasets/issues/6918 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6918/events | [
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"Thanks for reporting, @srehaag.\r\n\r\nWe are investigating this issue.",
"I confirm there is a bug for data-based Hub datasets when the user passes `data_dir`, which was introduced by PR:\r\n- #6714"
] | NonMatchingSplitsSizesError when using data_dir | {
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} | I_kwDODunzps6KAQVy | null | 2024-05-24T12:43:39Z | https://api.github.com/repos/huggingface/datasets/issues/6918/comments | ### Describe the bug
Loading a dataset from with a data_dir argument generates a NonMatchingSplitsSizesError if there are multiple directories in the dataset.
This appears to happen because the expected split is calculated based on the data in all the directories whereas the recorded split is calculated based on t... | {
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2,314,683,663 | https://api.github.com/repos/huggingface/datasets/issues/6917 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6917/events | [] | null | 2024-05-24T07:54:51Z | [] | https://github.com/huggingface/datasets/issues/6917 | NONE | null | null | null | [] | WinError 32 The process cannot access the file during load_dataset | {
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} | I_kwDODunzps6J90UP | null | 2024-05-24T07:54:51Z | https://api.github.com/repos/huggingface/datasets/issues/6917/comments | ### Describe the bug
When I try to load the opus_book from hugging face (following the [guide on the website](https://huggingface.co/docs/transformers/main/en/tasks/translation))
```python
from datasets import load_dataset, Dataset
dataset = load_dataset("Helsinki-NLP/opus_books", "en-fr", features=["id", "tran... | {
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2,311,675,564 | https://api.github.com/repos/huggingface/datasets/issues/6916 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6916/events | [] | null | 2024-05-23T00:07:53Z | [] | https://github.com/huggingface/datasets/issues/6916 | NONE | completed | null | null | [] | ```push_to_hub()``` - Prevent Automatic Generation of Splits | {
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} | I_kwDODunzps6JyV6s | null | 2024-05-22T23:52:15Z | https://api.github.com/repos/huggingface/datasets/issues/6916/comments | ### Describe the bug
I currently have a dataset which has not been splited. When pushing the dataset to my hugging face dataset repository, it is split into a testing and training set. How can I prevent the split from happening?
### Steps to reproduce the bug
1. Have a unsplit dataset
```python
Dataset({ featur... | {
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2,310,564,961 | https://api.github.com/repos/huggingface/datasets/issues/6915 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6915/events | [] | null | 2024-06-06T09:32:10Z | [] | https://github.com/huggingface/datasets/pull/6915 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6915). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"I pushed a change that fixes 2.15 cache reloading (I fixed the packaged module hash), f... | Validate config name and data_files in packaged modules | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-05-22T13:36:33Z | https://api.github.com/repos/huggingface/datasets/issues/6915/comments | Validate the config attributes `name` and `data_files` in packaged modules by making the derived classes call their parent `__post_init__` method.
Note that their parent `BuilderConfig` validates its attributes `name` and `data_files` in its `__post_init__` method: https://github.com/huggingface/datasets/blob/60d21e... | {
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2,310,107,326 | https://api.github.com/repos/huggingface/datasets/issues/6914 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6914/events | [] | null | 2024-05-29T13:18:47Z | [] | https://github.com/huggingface/datasets/pull/6914 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6914). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-05-22T09:58:54Z | https://api.github.com/repos/huggingface/datasets/issues/6914/comments | Preserve column order when loading from a JSON file with a list of dict (or with a field containing a list of dicts).
Additionally, support JSON file with a list of strings field.
Fix #6913. | {
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} | I_kwDODunzps6JqcoB | null | 2024-05-22T05:30:14Z | https://api.github.com/repos/huggingface/datasets/issues/6913/comments | As reported by @meg-huggingface, the order of the JSON object keys is not preserved while loading a dataset from a JSON file with a list of objects.
For example, when loading a JSON files with a list of objects, each with the following ordered keys:
- [ID, Language, Topic],
the resulting dataset may have column... | {
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"@mariosasko, @lhoestq, @albertvillanova\r\nHello! Can anyone help? or can you guys suggest who can help with this?",
"Hi ! Feel free to download the dataset and create a `Dataset` object with it.\r\n\r\nThen your'll be able to use `push_to_hub()` to upload the dataset to HF in Parquet format and make it streamab... | Add MedImg for streaming | {
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} | I_kwDODunzps6JpiDJ | null | 2024-05-22T00:55:30Z | https://api.github.com/repos/huggingface/datasets/issues/6912/comments | ### Feature request
Host the MedImg dataset (similar to Imagenet but for biomedical images).
### Motivation
There is a clear need for biomedical image foundation models and large scale biomedical datasets that are easily streamable. This would be an excellent tool for the biomedical community.
### Your con... | {
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Since the merge of this PR:
- #2986
the builders' variable self.config.data_files is always a dict, which makes the condition on (str, list, tuple) dead code. | {
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2,307,570,084 | https://api.github.com/repos/huggingface/datasets/issues/6910 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6910/events | [] | null | 2024-05-23T06:04:05Z | [] | https://github.com/huggingface/datasets/pull/6910 | MEMBER | null | false | null | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6910). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Fix wrong type hints in data_files | {
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- #6493 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | Update requests >=2.32.1 to fix vulnerability | {
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2,304,958,116 | https://api.github.com/repos/huggingface/datasets/issues/6908 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6908/events | [] | null | 2024-05-24T10:58:09Z | [
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"I am not able to reproduce the error with datasets 2.19.1:\r\n```python\r\nIn [1]: from datasets import load_dataset; ds = load_dataset(\"stas/c4-en-10k\", streaming=True); item = next(iter(ds[\"train\"])); item\r\nOut[1]: {'text': 'Beginners BBQ Class Taking Place in Missoula!\\nDo you want to get better at makin... | Fail to load "stas/c4-en-10k" dataset since 2.16 version | {
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} | I_kwDODunzps6JYt6k | null | 2024-05-20T02:43:59Z | https://api.github.com/repos/huggingface/datasets/issues/6908/comments | ### Describe the bug
When update datasets library to version 2.16+ ( I test it on 2.16, 2.19.0 and 2.19.1), using the following code to load stas/c4-en-10k dataset
```python
from datasets import load_dataset, Dataset
dataset = load_dataset('stas/c4-en-10k')
```
and then it raise UnicodeDecodeError like
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"Update: I ended up deciding to go back to use lines of dictionaries instead of arrays, not because of this issue as my users would be capable of downloading my corpus without `datasets`, but the speed and storage savings are not currently worth breaking my API and harming the backwards compatibility of each new re... | Support the deserialization of json lines files comprised of lists | {
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} | I_kwDODunzps6JUgzZ | null | 2024-05-18T05:07:23Z | https://api.github.com/repos/huggingface/datasets/issues/6907/comments | ### Feature request
I manage a somewhat large and popular Hugging Face dataset known as the [Open Australian Legal Corpus](https://huggingface.co/datasets/umarbutler/open-australian-legal-corpus). I recently updated my corpus to be stored in a json lines file where each line is an array and each element represents a v... | {
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