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https://api.github.com/repos/huggingface/datasets/issues/6770 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6770/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6770/comments | https://api.github.com/repos/huggingface/datasets/issues/6770/events | https://github.com/huggingface/datasets/issues/6770 | 2,218,991,883 | I_kwDODunzps6EQyEL | 6,770 | [Bug Report] `datasets==2.18.0` is not compatible with `fsspec==2023.12.2` | {
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"body": "You should be able to fix this by updating `huggingface_hub` with `pip install -U huggingface_hub`. We use this package under the hood to resolve the Hub's files.",
"created_at": "2024-04-03T13:42:28Z",
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"completed": 0,
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} | ### Describe the bug
`Datasets==2.18.0` is not compatible with `fsspec==2023.12.2`.
I have to downgrade fsspec to `fsspec==2023.10.0` to make `Datasets==2.18.0` work properly.
### Steps to reproduce the bug
To reproduce the bug:
1. Make sure that `Datasets==2.18.0` and `fsspec==2023.12.2`.
2. Run the following ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6771 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6771/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6771/comments | https://api.github.com/repos/huggingface/datasets/issues/6771/events | https://github.com/huggingface/datasets/issues/6771 | 2,220,131,457 | I_kwDODunzps6EVISB | 6,771 | Datasets FileNotFoundError when trying to generate examples. | {
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"author_association": "COLLABORATOR",
"body": "Hi! I've opened a PR in the repo to fix this issue: https://huggingface.co/datasets/RitchieP/VerbaLex_voice/discussions/6",
"created_at": "2024-04-03T14:03:14Z",
"html_url": "https://github.com/huggingface/datasets/issues/6771#issuecomment-2034709212"... | 2024-04-02T10:24:57Z | 2024-04-04T14:22:03Z | 2024-04-04T14:22:03Z | NONE | null | null | {
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} | ### Discussed in https://github.com/huggingface/datasets/discussions/6768
<div type='discussions-op-text'>
<sup>Originally posted by **RitchieP** April 1, 2024</sup>
Currently, I have a dataset hosted on Huggingface with a custom script [here](https://huggingface.co/datasets/RitchieP/VerbaLex_voice).
I'm loa... | {
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https://api.github.com/repos/huggingface/datasets/issues/6769 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6769/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6769/comments | https://api.github.com/repos/huggingface/datasets/issues/6769/events | https://github.com/huggingface/datasets/issues/6769 | 2,218,242,015 | I_kwDODunzps6EN6_f | 6,769 | (Willing to PR) Datasets with custom python objects | {
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] | open | false | null | [] | null | [] | 2024-04-01T13:18:47Z | 2024-04-01T13:36:58Z | null | CONTRIBUTOR | null | null | {
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} | ### Feature request
Hi thanks for the library! I would like to have a huggingface Dataset, and one of its column is custom (non-serializable) Python objects. For example, a minimal code:
```
class MyClass:
pass
dataset = datasets.Dataset.from_list([
dict(a=MyClass(), b='hello'),
])
```
It gives... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6765 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6765/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6765/comments | https://api.github.com/repos/huggingface/datasets/issues/6765/events | https://github.com/huggingface/datasets/issues/6765 | 2,215,933,515 | I_kwDODunzps6EFHZL | 6,765 | Compatibility issue between s3fs, fsspec, and datasets | {
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{
"author_association": "COLLABORATOR",
"body": "Hi! Instead of running `pip install` separately for each package, you should pass all the packages to a single `pip install` call (in this case, `pip install datasets s3fs`) to let `pip` properly resolve their versions.",
"created_at": "2024-04-03T13:44:2... | 2024-03-29T19:57:24Z | 2024-11-12T14:50:48Z | 2024-04-03T14:33:12Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
Here is the full error stack when installing:
```
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
datasets 2.18.0 requires fsspec[http]<=2024.2.0,>=2023.1.0, but you ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6767 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6767/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6767/comments | https://api.github.com/repos/huggingface/datasets/issues/6767/events | https://github.com/huggingface/datasets/pull/6767 | 2,217,065,412 | PR_kwDODunzps5rQO9J | 6,767 | fixing the issue 6755(small typo) | {
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"created_at": "2024-04-02T13:25:31Z",
... | 2024-03-31T16:13:37Z | 2024-04-02T14:14:02Z | 2024-04-02T14:01:18Z | CONTRIBUTOR | null | null | null | Fixed the issue #6755 on the typo mistake | {
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https://api.github.com/repos/huggingface/datasets/issues/6764 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6764/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6764/comments | https://api.github.com/repos/huggingface/datasets/issues/6764/events | https://github.com/huggingface/datasets/issues/6764 | 2,215,767,119 | I_kwDODunzps6EEexP | 6,764 | load_dataset can't work with symbolic links | {
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{
"author_association": "NONE",
"body": "In fact,You can use a hard link instead of a symbolic link.Hard link works",
"created_at": "2025-04-29T15:05:25Z",
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} | ### Feature request
Enable the `load_dataset` function to load local datasets with symbolic links.
E.g, this dataset can be loaded:
├── example_dataset/
│ ├── data/
│ │ ├── train/
│ │ │ ├── file0
│ │ │ ├── file1
│ │ ├── dev/
│ │ │ ├── file2
│ │ │ ├── file3
│ ├── metad... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6763 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6763/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6763/comments | https://api.github.com/repos/huggingface/datasets/issues/6763/events | https://github.com/huggingface/datasets/pull/6763 | 2,213,440,804 | PR_kwDODunzps5rENat | 6,763 | Fix issue with case sensitivity when loading dataset from local cache | {
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"body": "I also need this feature for [\"Cnam-LMSSC/vibravox \"](https://huggingface.co/datasets/Cnam-LMSSC/vibravox)\r\n\r\n\r\nEDIT: Upgrading to `2.19.0` fixed my problem thanks to [this PR](https://github.com/huggingface/datasets/pull/6754)",
"created_at": "2024-04-17... | 2024-03-28T14:52:35Z | 2024-04-20T12:16:45Z | null | NONE | null | null | null | When a dataset with upper-cases in its name is first loaded using `load_dataset()`, the local cache directory is created with all lowercase letters.
However, upon subsequent loads, the current version attempts to locate the cache directory using the dataset's original name, which includes uppercase letters. This di... | null | {
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... | 2024-03-28T13:40:28Z | 2024-08-16T15:54:37Z | 2024-08-16T13:10:37Z | CONTRIBUTOR | null | null | null | I was trying out polars as an output for a map function and found that it wasn't a valid return type in `validate_function_output`. Thought that we should accommodate this by creating and adding it to the `allowed_processed_input_types` variable. | {
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https://api.github.com/repos/huggingface/datasets/issues/6772 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6772/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6772/comments | https://api.github.com/repos/huggingface/datasets/issues/6772/events | https://github.com/huggingface/datasets/pull/6772 | 2,220,851,533 | PR_kwDODunzps5rdKZ2 | 6,772 | `remove_columns`/`rename_columns` doc fixes | {
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... | 2024-04-02T15:41:28Z | 2024-04-02T16:28:45Z | 2024-04-02T16:17:46Z | COLLABORATOR | null | null | null | Use more consistent wording in `remove_columns` to explain why it's faster than `map` and update `remove_columns`/`rename_columns` docstrings to fix in-place calls.
Reported in https://github.com/huggingface/datasets/issues/6700 | {
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https://api.github.com/repos/huggingface/datasets/issues/6759 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6759/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6759/comments | https://api.github.com/repos/huggingface/datasets/issues/6759/events | https://github.com/huggingface/datasets/issues/6759 | 2,208,892,891 | I_kwDODunzps6DqQfb | 6,759 | Persistent multi-process Pool | {
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} | ### Feature request
Running .map and filter functions with `num_procs` consecutively instantiates several multiprocessing pools iteratively.
As instantiating a Pool is very resource intensive it can be a bottleneck to performing iteratively filtering.
My ideas:
1. There should be an option to declare `persist... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6760 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6760/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6760/comments | https://api.github.com/repos/huggingface/datasets/issues/6760/events | https://github.com/huggingface/datasets/issues/6760 | 2,212,288,122 | I_kwDODunzps6D3NZ6 | 6,760 | Load codeparrot/apps raising UnicodeDecodeError in datasets-2.18.0 | {
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"body": "The same error with mteb datasets.",
"created_at": "2024-03-29T14:28:49Z",
"html_url": "https://github.com/huggingface/datasets/issues/6760#issuecomment-2027321867",
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"issue_url": "https://api.github.com/repos/huggingface/datasets/iss... | 2024-03-28T03:44:26Z | 2024-06-19T07:06:40Z | null | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
This happens with datasets-2.18.0; I downgraded the version to 2.14.6 fixing this temporarily.
```
Traceback (most recent call last):
File "/home/xxx/miniconda3/envs/py310/lib/python3.10/site-packages/datasets/load.py", line 2556, in load_dataset
builder_instance = load_dataset_builder... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6761 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6761/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6761/comments | https://api.github.com/repos/huggingface/datasets/issues/6761/events | https://github.com/huggingface/datasets/pull/6761 | 2,212,805,108 | PR_kwDODunzps5rCAu8 | 6,761 | Remove deprecated code | {
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"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6761). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-03-28T10:02:23Z",
... | 2024-03-28T09:57:57Z | 2024-03-29T13:27:26Z | 2024-03-29T13:18:13Z | CONTRIBUTOR | null | null | null | What does this PR do?
1. remove `list_files_info` in favor of `list_repo_tree`. As of `0.23`, `list_files_info` will be removed for good. `datasets` had a utility to support both pre-0.20 and post-0.20 versions. Since `hfh` version is already pinned to `>=0.21.2`, I removed the legacy part.
2. `preupload_lfs_files` h... | {
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https://api.github.com/repos/huggingface/datasets/issues/6758 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6758/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6758/comments | https://api.github.com/repos/huggingface/datasets/issues/6758/events | https://github.com/huggingface/datasets/issues/6758 | 2,208,494,302 | I_kwDODunzps6DovLe | 6,758 | Passing `sample_by` to `load_dataset` when loading text data does not work | {
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{
"author_association": "COLLABORATOR",
"body": "Thanks for reporting! We are working on a fix.",
"created_at": "2024-03-26T17:44:31Z",
"html_url": "https://github.com/huggingface/datasets/issues/6758#issuecomment-2021090447",
"id": 2021090447,
"issue_url": "https://api.github.com/repos/hugg... | 2024-03-26T14:55:33Z | 2024-04-09T11:27:59Z | 2024-04-09T11:27:59Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I have a dataset that consists of a bunch of text files, each representing an example. There is an undocumented `sample_by` argument for the `TextConfig` class that is used by `Text` to decide whether to split files into lines, paragraphs or take them whole. Passing `sample_by=“document”` to `load... | {
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https://api.github.com/repos/huggingface/datasets/issues/6756 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6756/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6756/comments | https://api.github.com/repos/huggingface/datasets/issues/6756/events | https://github.com/huggingface/datasets/issues/6756 | 2,205,557,725 | I_kwDODunzps6DdiPd | 6,756 | Support SQLite files? | {
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{
"author_association": "MEMBER",
"body": "You can use `Dataset.from_sql(path_to_sql_file)` already. Though we haven't added the Sql dataset builder to the `_PACKAGED_DATASETS_MODULES` list or in `_EXTENSION_TO_MODULE` to map `.sqlite` to the Sql dataset builder\r\n\r\nThis would allow to load a dataset rep... | 2024-03-25T11:48:05Z | 2024-03-26T16:09:32Z | 2024-03-26T16:09:32Z | COLLABORATOR | null | null | {
"completed": 0,
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} | ### Feature request
Support loading a dataset from a SQLite file
https://huggingface.co/datasets/severo/test_iris_sqlite/tree/main
### Motivation
SQLite is a popular file format.
### Your contribution
See discussion on slack: https://huggingface.slack.com/archives/C04L6P8KNQ5/p1702481859117909 (internal)
In ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6757 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6757/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6757/comments | https://api.github.com/repos/huggingface/datasets/issues/6757/events | https://github.com/huggingface/datasets/pull/6757 | 2,206,280,340 | PR_kwDODunzps5qr7Li | 6,757 | Test disabling transformers containers in docs CI | {
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"created_at": "2024-03-25T17:27:36Z",
... | 2024-03-25T17:16:11Z | 2024-03-27T16:26:35Z | null | CONTRIBUTOR | null | null | null | Related to https://github.com/huggingface/doc-builder/pull/487 and [internal slack thread](https://huggingface.slack.com/archives/C04F8N7FQNL/p1711384899462349?thread_ts=1711041424.720769&cid=C04F8N7FQNL). There is now a `custom_container` option when building docs in CI. When set to `""` (instead of `"huggingface/tran... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6755 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6755/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6755/comments | https://api.github.com/repos/huggingface/datasets/issues/6755/events | https://github.com/huggingface/datasets/issues/6755 | 2,204,573,289 | I_kwDODunzps6DZx5p | 6,755 | Small typo on the documentation | {
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{
"author_association": "COLLABORATOR",
"body": "Thanks for reporting @fostiropoulos! I've edited your comment to fix the link to the problematic line.\r\n",
"created_at": "2024-03-26T15:35:16Z",
"html_url": "https://github.com/huggingface/datasets/issues/6755#issuecomment-2020764196",
"id": 202... | 2024-03-24T21:47:52Z | 2024-04-02T14:01:19Z | 2024-04-02T14:01:19Z | NONE | null | null | {
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} | ### Describe the bug
There is a small typo on https://github.com/huggingface/datasets/blob/d5468836fe94e8be1ae093397dd43d4a2503b926/src/datasets/dataset_dict.py#L938
It should be `caching is enabled`.
### Steps to reproduce the bug
Please visit
https://github.com/huggingface/datasets/blob/d5468836fe94e... | {
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https://api.github.com/repos/huggingface/datasets/issues/6754 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6754/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6754/comments | https://api.github.com/repos/huggingface/datasets/issues/6754/events | https://github.com/huggingface/datasets/pull/6754 | 2,204,214,595 | PR_kwDODunzps5qk-nr | 6,754 | Fix cache path to snakecase for `CachedDatasetModuleFactory` and `Cache` | {
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"author_association": "CONTRIBUTOR",
"body": "@lhoestq hi 😃, is there something else I need to do to check this change?",
"created_at": "2024-03-28T15:49:50Z",
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"issue_url": "https://... | 2024-03-24T06:59:15Z | 2024-04-15T15:45:44Z | 2024-04-15T15:38:51Z | CONTRIBUTOR | null | null | null | Fix https://github.com/huggingface/datasets/issues/6750#issuecomment-2016678729
I didn't find a guideline on how to run the tests, so i just run the following steps to make sure that this bug is fixed.
1. `python test.py`,
2. then `HF_DATASETS_OFFLINE=1 python test.py`
The `test.py` is
```
import datasets
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-03-24T06:59:15Z | 2024-04-15T15:38:51Z | 22 days, 8:39:36 | true |
https://api.github.com/repos/huggingface/datasets/issues/6753 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6753/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6753/comments | https://api.github.com/repos/huggingface/datasets/issues/6753/events | https://github.com/huggingface/datasets/issues/6753 | 2,204,155,091 | I_kwDODunzps6DYLzT | 6,753 | Type error when importing datasets on Kaggle | {
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{
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"body": "I have the same problem \r\nIt seems that it only appears when you are using GPU \r\nIt seems to work fine with the 2.17 version though",
"created_at": "2024-03-24T08:58:50Z",
"html_url": "https://github.com/huggingface/datasets/issues/6753#issuecomment-20167... | 2024-03-24T03:01:30Z | 2024-10-02T11:49:35Z | 2024-03-30T00:23:49Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
When trying to run
```
import datasets
print(datasets.__version__)
```
It generates the following error
```
TypeError: expected string or bytes-like object
```
It looks like It cannot find the valid versions of `fsspec`
though fsspec version is fine when I checked Via command
... | {
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} | https://api.github.com/repos/huggingface/datasets/issues/6753/timeline | null | completed | null | null | 2024-03-24T03:01:30Z | 2024-03-30T00:23:49Z | 5 days, 21:22:19 | false |
https://api.github.com/repos/huggingface/datasets/issues/6752 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6752/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6752/comments | https://api.github.com/repos/huggingface/datasets/issues/6752/events | https://github.com/huggingface/datasets/issues/6752 | 2,204,043,839 | I_kwDODunzps6DXwo_ | 6,752 | Precision being changed from float16 to float32 unexpectedly | {
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"body": "This is because of the formatter (`torch` in this case).\r\nIt defaults to `float32`.\r\n\r\nYou can load it in `float16` using `dataset.set_format(\"torch\", dtype=torch.float16)`.",
"created_at": "2024-04-10T15:21:32Z",
"html_url": "https://github.co... | 2024-03-23T20:53:56Z | 2024-04-10T15:21:33Z | null | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I'm loading a HuggingFace Dataset for images.
I'm running a preprocessing (map operation) step that runs a few operations, one of them being conversion to float16. The Dataset features also say that the 'img' is of type float16. Whenever I take an image from that HuggingFace Dataset instance... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6750 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6750/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6750/comments | https://api.github.com/repos/huggingface/datasets/issues/6750/events | https://github.com/huggingface/datasets/issues/6750 | 2,203,590,658 | I_kwDODunzps6DWCAC | 6,750 | `load_dataset` requires a network connection for local download? | {
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{
"author_association": "CONTRIBUTOR",
"body": "Are you using `HF_DATASETS_OFFLINE=1` ?",
"created_at": "2024-03-23T20:59:20Z",
"html_url": "https://github.com/huggingface/datasets/issues/6750#issuecomment-2016601509",
"id": 2016601509,
"issue_url": "https://api.github.com/repos/huggingface/... | 2024-03-23T01:06:32Z | 2024-04-15T15:38:52Z | 2024-04-15T15:38:52Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
Hi all - I see that in the past a network dependency has been mistakenly introduced into `load_dataset` even for local loads. Is it possible this has happened again?
### Steps to reproduce the bug
```
>>> import datasets
>>> datasets.load_dataset("hh-rlhf")
Repo card metadata block was not ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6751 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6751/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6751/comments | https://api.github.com/repos/huggingface/datasets/issues/6751/events | https://github.com/huggingface/datasets/pull/6751 | 2,203,951,501 | PR_kwDODunzps5qkKLH | 6,751 | Use 'with' operator for some download functions | {
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"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6751). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-03-25T15:08:58Z",
... | 2024-03-23T16:32:08Z | 2024-03-26T00:40:57Z | 2024-03-26T00:40:57Z | NONE | null | null | null | Some functions in `streaming_download_manager.py` are not closing the file they open which lead to `Unclosed file` warnings in our code. This fixes a few of them. | {
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https://api.github.com/repos/huggingface/datasets/issues/6749 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6749/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6749/comments | https://api.github.com/repos/huggingface/datasets/issues/6749/events | https://github.com/huggingface/datasets/pull/6749 | 2,202,310,116 | PR_kwDODunzps5qeoSk | 6,749 | Fix fsspec tqdm callback | {
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"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6749). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-03-22T11:48:26Z",
... | 2024-03-22T11:44:11Z | 2024-03-22T14:51:45Z | 2024-03-22T14:45:39Z | MEMBER | null | null | null | Following changes at https://github.com/fsspec/filesystem_spec/pull/1497 for `fsspec>=2024.2.0` | {
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https://api.github.com/repos/huggingface/datasets/issues/6748 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6748/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6748/comments | https://api.github.com/repos/huggingface/datasets/issues/6748/events | https://github.com/huggingface/datasets/issues/6748 | 2,201,517,348 | I_kwDODunzps6DOH0k | 6,748 | Strange slicing behavior | {
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{
"author_association": "COLLABORATOR",
"body": "As explained in the [docs](https://huggingface.co/docs/datasets/v2.18.0/en/access#slicing), slicing a `Dataset` returns a dictionary that maps its column names to their values. So, `len(dataset[:300])=2` is expected, assuming your dataset has 2 columns (the r... | 2024-03-22T01:49:13Z | 2024-03-22T16:43:57Z | null | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I have loaded a dataset, and then slice first 300 samples using `:` ops, however, the resulting dataset is not expected, as the output below:
```bash
len(dataset)=1050324
len(dataset[:300])=2
len(dataset[0:300])=2
len(dataset.select(range(300)))=300
```
### Steps to reproduce the bug
loa... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6746 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6746/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6746/comments | https://api.github.com/repos/huggingface/datasets/issues/6746/events | https://github.com/huggingface/datasets/issues/6746 | 2,198,993,949 | I_kwDODunzps6DEfwd | 6,746 | ExpectedMoreSplits error when loading C4 dataset | {
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"body": "Hi ! We updated the `allenai/c4` repository to allow people to specify which language to load easily (the the [c4 dataset page](https://huggingface.co/datasets/allenai/c4))\r\n\r\nTo fix this issue **you can update** `datasets` and remove the mention of the legacy ... | 2024-03-21T02:53:04Z | 2024-09-18T19:57:14Z | 2024-07-29T07:21:08Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I encounter bug when running the example command line
```python
python main.py \
--model decapoda-research/llama-7b-hf \
--prune_method wanda \
--sparsity_ratio 0.5 \
--sparsity_type unstructured \
--save out/llama_7b/unstructured/wanda/
```
The bug occurred ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6747 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6747/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6747/comments | https://api.github.com/repos/huggingface/datasets/issues/6747/events | https://github.com/huggingface/datasets/pull/6747 | 2,201,219,384 | PR_kwDODunzps5qa5L- | 6,747 | chore(deps): bump fsspec | {
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"created_at": "2024-03-22T16:05:08Z",
... | 2024-03-21T21:25:49Z | 2024-03-22T16:40:15Z | 2024-03-22T16:28:40Z | CONTRIBUTOR | null | null | null | There were a few fixes released recently, some DVC ecosystem packages require newer version of `fsspec`. | {
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https://api.github.com/repos/huggingface/datasets/issues/6745 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6745/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6745/comments | https://api.github.com/repos/huggingface/datasets/issues/6745/events | https://github.com/huggingface/datasets/issues/6745 | 2,198,541,732 | I_kwDODunzps6DCxWk | 6,745 | Scraping the whole of github including private repos is bad; kindly stop | {
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... | 2024-03-20T20:54:06Z | 2024-03-21T12:28:04Z | 2024-03-21T10:24:56Z | NONE | null | null | {
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} | ### Feature request
https://github.com/bigcode-project/opt-out-v2 - opt out is not consent. kindly quit this ridiculous nonsense.
### Motivation
[EDITED: insults not tolerated]
### Your contribution
[EDITED: insults not tolerated] | {
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} | ### Feature request
Commands such as `load_dataset` creates file locks with `filelock.FileLock`. It would be good if there was a way to disable this.
### Motivation
File locking doesn't work on all file-systems (in my case NFS mounted Weka). If the `cache_dir` only had small files then it would be possible to point ... | null | {
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... | 2024-03-19T16:54:22Z | 2024-04-08T13:08:42Z | 2024-03-19T20:05:19Z | COLLABORATOR | null | null | null | Fix #6738 | {
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https://api.github.com/repos/huggingface/datasets/issues/6742 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6742/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6742/comments | https://api.github.com/repos/huggingface/datasets/issues/6742/events | https://github.com/huggingface/datasets/pull/6742 | 2,195,134,854 | PR_kwDODunzps5qGSfG | 6,742 | Fix missing download_config in get_data_patterns | {
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"created_at": "2024-03-19T14:34:14Z",
... | 2024-03-19T14:29:25Z | 2024-03-19T18:24:39Z | 2024-03-19T18:15:13Z | MEMBER | null | null | null | Reported in https://github.com/huggingface/datasets-server/issues/2607 | {
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https://api.github.com/repos/huggingface/datasets/issues/6741 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6741/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6741/comments | https://api.github.com/repos/huggingface/datasets/issues/6741/events | https://github.com/huggingface/datasets/pull/6741 | 2,194,626,108 | PR_kwDODunzps5qEiu3 | 6,741 | Fix offline mode with single config | {
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"created_at": "2024-03-19T10:53:23Z",
... | 2024-03-19T10:48:32Z | 2024-03-25T16:35:21Z | 2024-03-25T16:23:59Z | MEMBER | null | null | null | Reported in https://github.com/huggingface/datasets/issues/4760
The cache was not able to reload a dataset with a single config form the cache if the config name is not specificed
For example
```python
from datasets import load_dataset, config
config.HF_DATASETS_OFFLINE = True
load_dataset("openai_human... | {
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https://api.github.com/repos/huggingface/datasets/issues/6740 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6740/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6740/comments | https://api.github.com/repos/huggingface/datasets/issues/6740/events | https://github.com/huggingface/datasets/issues/6740 | 2,193,172,074 | I_kwDODunzps6CuSZq | 6,740 | Support for loading geotiff files as a part of the ImageFolder | {
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"completed": 0,
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} | ### Feature request
Request for adding rasterio support to load geotiff as a part of ImageFolder, instead of using PIL
### Motivation
As of now, there are many datasets in HuggingFace Hub which are predominantly focussed towards RemoteSensing or are from RemoteSensing. The current ImageFolder (if I have understood c... | {
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https://api.github.com/repos/huggingface/datasets/issues/6739 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6739/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6739/comments | https://api.github.com/repos/huggingface/datasets/issues/6739/events | https://github.com/huggingface/datasets/pull/6739 | 2,192,730,134 | PR_kwDODunzps5p-Bwe | 6,739 | Transpose images with EXIF Orientation tag | {
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"created_at": "2024-03-18T16:47:35Z",
... | 2024-03-18T16:43:06Z | 2025-07-03T11:33:18Z | 2024-03-19T15:29:42Z | COLLABORATOR | null | null | null | Closes https://github.com/huggingface/datasets/issues/6252 | {
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https://api.github.com/repos/huggingface/datasets/issues/6738 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6738/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6738/comments | https://api.github.com/repos/huggingface/datasets/issues/6738/events | https://github.com/huggingface/datasets/issues/6738 | 2,192,386,536 | I_kwDODunzps6CrSno | 6,738 | Dict feature is non-nullable while nested dict feature is | {
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"body": "It looks like a bug, by default every feature should be nullable.",
"created_at": "2024-03-19T11:41:36Z",
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"issue_url": "https://api.github.c... | 2024-03-18T14:31:47Z | 2024-03-20T10:24:15Z | 2024-03-19T20:05:20Z | CONTRIBUTOR | null | null | {
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} | When i try to create a `Dataset` object with None values inside a dict column, like this:
```python
from datasets import Dataset, Features, Value
Dataset.from_dict(
{
"dict": [{"a": 0, "b": 0}, None],
}, features=Features(
{"dict": {"a": Value("int16"), "b": Value("int16")}}
)
)
... | {
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https://api.github.com/repos/huggingface/datasets/issues/6737 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6737/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6737/comments | https://api.github.com/repos/huggingface/datasets/issues/6737/events | https://github.com/huggingface/datasets/issues/6737 | 2,190,198,425 | I_kwDODunzps6Ci8aZ | 6,737 | Invalid pattern: '**' can only be an entire path component | {
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"body": "I couldn't reproduce the issue on my side on MacOS, I guess the issue comes from the recent `fsspec` on Windows.\r\n\r\nCan you try downgrading to `fsspec==2023.9.2` for now ? It would also be great to investigate this and see if we need a fix in `datasets` or `fss... | 2024-03-16T19:28:46Z | 2024-07-23T14:23:28Z | 2024-05-13T11:32:57Z | NONE | null | null | {
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} | ### Describe the bug
ValueError: Invalid pattern: '**' can only be an entire path component
when loading any dataset
### Steps to reproduce the bug
import datasets
ds = datasets.load_dataset("TokenBender/code_instructions_122k_alpaca_style")
### Expected behavior
loading the dataset successfully
### Environm... | {
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https://api.github.com/repos/huggingface/datasets/issues/6736 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6736/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6736/comments | https://api.github.com/repos/huggingface/datasets/issues/6736/events | https://github.com/huggingface/datasets/issues/6736 | 2,190,181,422 | I_kwDODunzps6Ci4Qu | 6,736 | Mosaic Streaming (MDS) Support | {
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{
"author_association": "MEMBER",
"body": "Hi ! that would be great :) Though note that `datasets` doesn't implement format-specific resuming when streaming, so in general I think it's better if users can use the mosaic-streaming library to read their MDS datasets. I wonder if they support `hf://` paths tho... | 2024-03-16T18:42:04Z | 2024-03-18T15:13:34Z | null | NONE | null | null | {
"completed": 0,
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} | ### Feature request
I'm a huge fan of the current HF Datasets `webdataset` integration (especially the built-in streaming support). However, I'd love to upload some robotics and multimodal datasets I've processed for use with [Mosaic Streaming](https://docs.mosaicml.com/projects/streaming/en/stable/), specifically the... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6735 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6735/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6735/comments | https://api.github.com/repos/huggingface/datasets/issues/6735/events | https://github.com/huggingface/datasets/pull/6735 | 2,189,132,932 | PR_kwDODunzps5px84g | 6,735 | Add `mode` parameter to `Image` feature | {
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"created_at": "2024-03-15T17:25:41Z",
... | 2024-03-15T17:21:12Z | 2024-03-18T15:47:48Z | 2024-03-18T15:41:33Z | COLLABORATOR | null | null | null | Fix https://github.com/huggingface/datasets/issues/6675 | {
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https://api.github.com/repos/huggingface/datasets/issues/6734 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6734/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6734/comments | https://api.github.com/repos/huggingface/datasets/issues/6734/events | https://github.com/huggingface/datasets/issues/6734 | 2,187,646,694 | I_kwDODunzps6CZNbm | 6,734 | Tokenization slows towards end of dataset | {
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"body": "Hi ! First note that if the dataset is not heterogeneous / shuffled, there might be places in the data with shorter texts that are faster to tokenize.\r\n\r\nMoreover, the way `num_proc` works is by slicing the dataset and passing each slice to a process to run the... | 2024-03-15T03:27:36Z | 2025-02-20T17:40:54Z | null | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
Mapped tokenization slows down substantially towards end of dataset.
train set started off very slow, caught up to 20k then tapered off til the end.
what's particularly strange is that the tokenization crashed a few times before due to errors with invalid tokens somewhere or corrupted down... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6733 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6733/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6733/comments | https://api.github.com/repos/huggingface/datasets/issues/6733/events | https://github.com/huggingface/datasets/issues/6733 | 2,186,811,724 | I_kwDODunzps6CWBlM | 6,733 | EmptyDatasetError when loading dataset downloaded with HuggingFace cli | {
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{
"author_association": "COLLABORATOR",
"body": "Hi! `datasets` is not compatible with `huggingface_hub`'s cache structure, hence the error.\r\n\r\nYou can track https://github.com/huggingface/datasets/issues/5080 to get notified when this is implemented.",
"created_at": "2024-03-15T18:09:01Z",
"htm... | 2024-03-14T16:41:27Z | 2024-03-15T18:09:02Z | null | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
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} | ### Describe the bug
I am using a cluster that does not have access to the internet when given a job. I tried downloading the dataset using the huggingface-cli command and then loading it with load_dataset but I get an error:
```raise EmptyDatasetError(f"The directory at {base_path} doesn't contain any data files... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6731 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6731/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6731/comments | https://api.github.com/repos/huggingface/datasets/issues/6731/events | https://github.com/huggingface/datasets/issues/6731 | 2,182,844,673 | I_kwDODunzps6CG5EB | 6,731 | Unexpected behavior when using load_dataset with streaming=True in a for loop | {
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"body": "This is normal behavior in python when using `lambda`: the `i` defined in your `lambda` refers to the global variable `i` in your loop, and `i` equals to `1` when you run your `for e in res[0]` line.\r\n\r\nYou should pass `fn_kwargs` that will be passed to your `l... | 2024-03-12T23:26:43Z | 2024-04-16T00:00:00Z | 2024-04-16T00:00:00Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
### My Code
```
from datasets import load_dataset
res=[]
for i in [0,1]:
di=load_dataset(
"json",
data_files='path_to.json',
split='train',
streaming=True,
).map(lambda x: {"source": i})
res.append(di)
for e in res[... | {
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https://api.github.com/repos/huggingface/datasets/issues/6730 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6730/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6730/comments | https://api.github.com/repos/huggingface/datasets/issues/6730/events | https://github.com/huggingface/datasets/pull/6730 | 2,181,881,499 | PR_kwDODunzps5pZDsB | 6,730 | Deprecate Pandas builder | {
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"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6730). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-03-12T15:17:08Z",
... | 2024-03-12T15:12:13Z | 2024-03-12T17:42:33Z | 2024-03-12T17:36:24Z | COLLABORATOR | null | null | null | The Pandas packaged builder is undocumented and relies on `pickle` to read the data, making it **unsafe**. Moreover, I haven't seen a single instance of this builder being used (not even using the GH/Hub search), so we should deprecate it. | {
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https://api.github.com/repos/huggingface/datasets/issues/6729 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6729/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6729/comments | https://api.github.com/repos/huggingface/datasets/issues/6729/events | https://github.com/huggingface/datasets/issues/6729 | 2,180,237,159 | I_kwDODunzps6B88dn | 6,729 | Support zipfiles that span multiple disks? | {
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{
"author_association": "NONE",
"body": "@severo were you able to solve it?",
"created_at": "2024-06-25T09:33:46Z",
"html_url": "https://github.com/huggingface/datasets/issues/6729#issuecomment-2188431188",
"id": 2188431188,
"issue_url": "https://api.github.com/repos/huggingface/datasets/iss... | 2024-03-11T21:07:41Z | 2024-06-26T05:08:59Z | 2024-06-26T05:05:28Z | COLLABORATOR | null | null | {
"completed": 0,
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} | See https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream
The dataset viewer gives the following error:
```
Error code: ConfigNamesError
Exception: BadZipFile
Message: zipfiles that span multiple disks are not supported
Traceback: Traceback (most recent call last):
F... | {
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https://api.github.com/repos/huggingface/datasets/issues/6727 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6727/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6727/comments | https://api.github.com/repos/huggingface/datasets/issues/6727/events | https://github.com/huggingface/datasets/pull/6727 | 2,177,826,110 | PR_kwDODunzps5pLJyE | 6,727 | Using a registry instead of calling globals for fetching feature types | {
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"created_at": "2024-03-10T17:52:48Z",
... | 2024-03-10T17:47:51Z | 2024-03-13T12:08:49Z | 2024-03-13T10:46:02Z | CONTRIBUTOR | null | null | null | Hello,
When working with bio-data, each feature often has metadata associated with it (e.g. species, lineage, snp position, etc). To store this, I like to use the feature classes with the added `metadata` attribute. However, when saving or loading with custom features, you get an error since that class doesn't exist... | {
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https://api.github.com/repos/huggingface/datasets/issues/6725 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6725/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6725/comments | https://api.github.com/repos/huggingface/datasets/issues/6725/events | https://github.com/huggingface/datasets/issues/6725 | 2,175,527,530 | I_kwDODunzps6Bq-pq | 6,725 | Request for a comparison of huggingface datasets compared with other data format especially webdataset | {
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"completed": 0,
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} | ### Feature request
Request for a comparison of huggingface datasets compared with other data format especially webdataset
### Motivation
I see huggingface datasets uses Apache Arrow as its backend, it seems to be great, but I'm curious about how it is good compared with other dataset format, like webdataset, what's... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6726 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6726/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6726/comments | https://api.github.com/repos/huggingface/datasets/issues/6726/events | https://github.com/huggingface/datasets/issues/6726 | 2,177,097,232 | I_kwDODunzps6Bw94Q | 6,726 | Profiling for HF Filesystem shows there are easy performance gains to be made | {
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"body": "FWIW I debugged this while waiting for it to go",
"created_at": "2024-03-09T07:09:18Z",
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} | ### Describe the bug
# Let's make it faster
First, an evidence...
Figure 1: CProfile for loading 3 files from cerebras/SlimPajama-627B train split, and 3 files from test split using streaming=True. X axis is 1106... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6728 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6728/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6728/comments | https://api.github.com/repos/huggingface/datasets/issues/6728/events | https://github.com/huggingface/datasets/issues/6728 | 2,178,607,012 | I_kwDODunzps6B2uek | 6,728 | Issue Downloading Certain Datasets After Setting Custom `HF_ENDPOINT` | {
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"body": "Through debugging, I found a potential solution is to modify the code in the error handling module of `huggingface_hub`: https://github.com/huggingface/huggingface_hub/commit/56d6c798c44e83d2a3167e74c022737d8fcbe822 ",
"created_at": "2024-03-11T09:09:06Z",
"h... | 2024-03-11T09:06:38Z | 2024-03-15T14:52:07Z | 2024-03-15T14:52:07Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
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} | ### Describe the bug
This bug is triggered under the following conditions:
- datasets repo ids without organization names trigger errors, such as `bookcorpus`, `gsm8k`, `wikipedia`, rather than in the form of `A/B`.
- If `HF_ENDPOINT` is set and the hostname is not in the form of `(hub-ci.)?huggingface.co`.
- T... | {
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https://api.github.com/repos/huggingface/datasets/issues/6724 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6724/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6724/comments | https://api.github.com/repos/huggingface/datasets/issues/6724/events | https://github.com/huggingface/datasets/issues/6724 | 2,174,398,227 | I_kwDODunzps6Bmq8T | 6,724 | Dataset with loading script does not work in renamed repos | {
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"completed": 0,
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} | ### Describe the bug
My data repository was first called `BramVanroy/hplt-mono-v1-2` but I then renamed to use underscores instead of dashes. However, it seems that `datasets` retrieves the old repo name when it checks whether the repo contains data loading scripts in this line.
https://github.com/huggingface/dat... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6723 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6723/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6723/comments | https://api.github.com/repos/huggingface/datasets/issues/6723/events | https://github.com/huggingface/datasets/pull/6723 | 2,174,344,456 | PR_kwDODunzps5o_fPU | 6,723 | get_dataset_default_config_name docstring | {
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"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6723). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-03-07T17:13:51Z",
... | 2024-03-07T17:09:29Z | 2024-03-07T17:27:29Z | 2024-03-07T17:21:20Z | MEMBER | null | null | null | fix https://github.com/huggingface/datasets/pull/6722 | {
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https://api.github.com/repos/huggingface/datasets/issues/6722 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6722/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6722/comments | https://api.github.com/repos/huggingface/datasets/issues/6722/events | https://github.com/huggingface/datasets/pull/6722 | 2,174,332,127 | PR_kwDODunzps5o_ch0 | 6,722 | Add details in docstring | {
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"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6722). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-03-07T17:06:25Z",
... | 2024-03-07T17:02:07Z | 2024-03-07T17:21:10Z | 2024-03-07T17:21:08Z | COLLABORATOR | null | null | null | see https://github.com/huggingface/datasets-server/pull/2554#discussion_r1516516867 | {
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https://api.github.com/repos/huggingface/datasets/issues/6721 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6721/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6721/comments | https://api.github.com/repos/huggingface/datasets/issues/6721/events | https://github.com/huggingface/datasets/issues/6721 | 2,173,931,714 | I_kwDODunzps6Bk5DC | 6,721 | Hi,do you know how to load the dataset from local file now? | {
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"body": "\r\n@Gera001\r\n# Loading Dataset from Local Files Using 🤗Hugging Face.\r\n\r\nTo load a dataset from local files using the Hugging Face datasets library, you can use the `load_dataset` function.\r\n\r\n```\r\nfrom datasets import load_dataset\r\ndataset = load_data... | 2024-03-07T13:58:40Z | 2024-03-31T08:09:25Z | null | NONE | null | null | {
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} | Hi, if I want to load the dataset from local file, then how to specify the configuration name?
_Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
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https://api.github.com/repos/huggingface/datasets/issues/6720 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6720/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6720/comments | https://api.github.com/repos/huggingface/datasets/issues/6720/events | https://github.com/huggingface/datasets/issues/6720 | 2,173,603,459 | I_kwDODunzps6Bjo6D | 6,720 | TypeError: 'str' object is not callable | {
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"author_association": "MEMBER",
"body": "Hi ! I opened a PR to fix an issue in the Features defined in your code\r\n\r\nBasically changing\r\n```python\r\nSequence(\"float32\")\r\n```\r\n\r\nto\r\n```python\r\nSequence(Value(\"float32\"))\r\n```\r\n\r\n\r\nhttps://huggingface.co/datasets/BramVanroy/hplt_m... | 2024-03-07T11:07:09Z | 2024-03-08T07:34:53Z | 2024-03-07T15:13:58Z | CONTRIBUTOR | null | null | {
"completed": 0,
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} | ### Describe the bug
I am trying to get the HPLT datasets on the hub. Downloading/re-uploading would be too time- and resource consuming so I wrote [a dataset loader script](https://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/blob/main/hplt_mono_v1_2.py). I think I am very close but for some reason I always get ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6719 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6719/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6719/comments | https://api.github.com/repos/huggingface/datasets/issues/6719/events | https://github.com/huggingface/datasets/issues/6719 | 2,169,585,727 | I_kwDODunzps6BUUA_ | 6,719 | Is there any way to solve hanging of IterableDataset using split by node + filtering during inference | {
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"completed": 0,
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} | ### Describe the bug
I am using an iterable dataset in a multi-node setup, trying to do training/inference while filtering the data on the fly. I usually do not use `split_dataset_by_node` but it is very slow using the IterableDatasetShard in `accelerate` and `transformers`. When I filter after applying `split_dataset... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6718 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6718/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6718/comments | https://api.github.com/repos/huggingface/datasets/issues/6718/events | https://github.com/huggingface/datasets/pull/6718 | 2,169,468,488 | PR_kwDODunzps5ouwwE | 6,718 | Fix concurrent script loading with force_redownload | {
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"created_at": "2024-03-05T15:11:00Z",
... | 2024-03-05T15:04:20Z | 2024-03-07T14:05:53Z | 2024-03-07T13:58:04Z | MEMBER | null | null | null | I added `lock_importable_file` in `get_dataset_builder_class` and `extend_dataset_builder_for_streaming` to fix the issue, and I also added a test
cc @clefourrier | {
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https://api.github.com/repos/huggingface/datasets/issues/6716 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6716/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6716/comments | https://api.github.com/repos/huggingface/datasets/issues/6716/events | https://github.com/huggingface/datasets/issues/6716 | 2,168,706,558 | I_kwDODunzps6BQ9X- | 6,716 | Non-deterministic `Dataset.builder_name` value | {
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"body": "When `rotten_tomatoes` is printed out, the following warning message is also printed out:\r\n\r\n```\r\nYou can avoid this message in future by passing the argument `trust_remote_code=True`.\r\nPassing `trust_remote_code=True` will be mandatory to load this dataset f... | 2024-03-05T09:23:21Z | 2024-03-19T07:58:14Z | 2024-03-19T07:58:14Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I'm not sure if this is a bug, but `print(ds.builder_name)` in the following code sometimes prints out `rotten_tomatoes` instead of `parquet`:
```python
import datasets
for _ in range(100):
ds = datasets.load_dataset("rotten_tomatoes", split="train")
print(ds.builder_name) # pr... | {
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https://api.github.com/repos/huggingface/datasets/issues/6715 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6715/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6715/comments | https://api.github.com/repos/huggingface/datasets/issues/6715/events | https://github.com/huggingface/datasets/pull/6715 | 2,167,747,095 | PR_kwDODunzps5oo36i | 6,715 | Fix sliced ConcatenationTable pickling with mixed schemas vertically | {
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"created_at": "2024-03-04T21:07:06Z",
... | 2024-03-04T21:02:07Z | 2024-03-05T11:23:05Z | 2024-03-05T11:17:04Z | MEMBER | null | null | null | A sliced + pickled ConcatenationTable could end up with a different schema than the original schema, if the slice only contains blocks with only a subset of the columns.
This can lead to issues when saving datasets from a concatenation of datasets with mixed schemas
Reported in https://discuss.huggingface.co/t/da... | {
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https://api.github.com/repos/huggingface/datasets/issues/6714 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6714/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6714/comments | https://api.github.com/repos/huggingface/datasets/issues/6714/events | https://github.com/huggingface/datasets/pull/6714 | 2,167,569,080 | PR_kwDODunzps5ooQd2 | 6,714 | Expand no-code dataset info with datasets-server info | {
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"created_at": "2024-03-04T19:22:39Z",
... | 2024-03-04T19:18:10Z | 2024-03-04T20:28:30Z | 2024-03-04T20:22:15Z | COLLABORATOR | null | null | null | E.g., to have info about a dataset's number of examples for more informative TQDM bars. | {
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https://api.github.com/repos/huggingface/datasets/issues/6717 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6717/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6717/comments | https://api.github.com/repos/huggingface/datasets/issues/6717/events | https://github.com/huggingface/datasets/issues/6717 | 2,168,726,432 | I_kwDODunzps6BRCOg | 6,717 | `remove_columns` method used with a streaming enable dataset mode produces a LibsndfileError on multichannel audio | {
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"body": "And it also works well with `dataset = dataset.select_columns([\"audio\"])`",
"created_at": "2024-03-05T10:32:17Z",
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} | ### Describe the bug
When loading a HF dataset in streaming mode and removing some columns, it is impossible to load a sample if the audio contains more than one channel. I have the impression that the time axis and channels are swapped or concatenated.
### Steps to reproduce the bug
Minimal error code:
```python
... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6713 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6713/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6713/comments | https://api.github.com/repos/huggingface/datasets/issues/6713/events | https://github.com/huggingface/datasets/pull/6713 | 2,166,797,560 | PR_kwDODunzps5olmqh | 6,713 | Bump huggingface-hub lower version to 0.21.2 | {
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"created_at": "2024-03-04T13:05:33Z",
... | 2024-03-04T13:00:52Z | 2024-03-04T18:14:03Z | 2024-03-04T18:06:05Z | MEMBER | null | null | null | This should fix the version compatibility issue when using `huggingface_hub` < 0.21.2 and latest fsspec (>=2023.12.0).
See my comment: https://github.com/huggingface/datasets/pull/6687#issuecomment-1976493336
>> EDIT: the fix has been released in `huggingface_hub` 0.21.2 - I removed my commits that were using `hugg... | {
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"body": "Unfortunately, that won't improve the performance. StringZilla repository has extensive benchmarks comparing against different built-in functionality of several programming languages. Using `re.finditer` for tokenization is practically the slowest anti-pattern I've e... | 2024-03-03T19:03:04Z | 2024-06-26T06:28:14Z | null | NONE | null | null | null | I was preparing some datasets for AI training and noticed that `datasets` by HuggingFace uses the conventional `open` mechanism to read the file and split it into chunks. I thought it can be significantly accelerated, and [started with a benchmark](https://gist.github.com/ashvardanian/55c2052e9f78b05b8d614aa90cb12347):... | null | {
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"created_at": "2024-03-04T11:18:38Z",
... | 2024-03-04T11:14:18Z | 2024-03-04T20:23:47Z | 2024-03-04T20:17:17Z | MEMBER | null | null | null | reported in https://discuss.huggingface.co/t/datasetdict-save-to-disk-with-num-proc-1-seems-to-hang-with-error/75595 | {
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... | 2024-03-02T12:08:50Z | 2024-07-01T17:51:25Z | 2024-07-01T17:45:30Z | MEMBER | null | null | null | Use shared memory for the IterableDataset epoch.
This way calling `ds.set_epoch()` in the main process will update the epoch in the DataLoader workers as well.
This is useful especially because the epoch is used to compute the `effective_seed` used for shuffling.
I used torch's shared memory in case users want t... | {
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"created_at": "2024-03-01T16:59:27Z",
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https://api.github.com/repos/huggingface/datasets/issues/6706 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6706/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6706/comments | https://api.github.com/repos/huggingface/datasets/issues/6706/events | https://github.com/huggingface/datasets/pull/6706 | 2,163,783,123 | PR_kwDODunzps5obgt- | 6,706 | Update ruff | {
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"created_at": "2024-03-01T16:49:34Z",
... | 2024-03-01T16:44:58Z | 2024-03-01T17:02:13Z | 2024-03-01T16:52:17Z | MEMBER | null | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6705 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6705/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6705/comments | https://api.github.com/repos/huggingface/datasets/issues/6705/events | https://github.com/huggingface/datasets/pull/6705 | 2,163,768,640 | PR_kwDODunzps5obdbY | 6,705 | Fix data_files when passing data_dir | {
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"created_at": "2024-03-01T16:43:22Z",
... | 2024-03-01T16:38:53Z | 2024-03-01T18:59:06Z | 2024-03-01T18:52:49Z | MEMBER | null | null | null | This code should not return empty data files
```python
from datasets import load_dataset_builder
revision = "3d406e70bc21c3ca92a9a229b4c6fc3ed88279fd"
b = load_dataset_builder("bigcode/the-stack-v2-dedup", data_dir="data/Dockerfile", revision=revision)
print(b.config.data_files)
```
Previously it would ret... | {
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https://api.github.com/repos/huggingface/datasets/issues/6703 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6703/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6703/comments | https://api.github.com/repos/huggingface/datasets/issues/6703/events | https://github.com/huggingface/datasets/issues/6703 | 2,163,250,590 | I_kwDODunzps6A8JWe | 6,703 | Unable to load dataset that was saved with `save_to_disk` | {
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"body": "`save_to_disk` uses a special serialization that can only be read using `load_from_disk`.\r\n\r\nContrary to `load_dataset`, `load_from_disk` directly loads Arrow files and uses the dataset directory as cache.\r\n\r\nOn the other hand `load_dataset` does a conversi... | 2024-03-01T11:59:56Z | 2024-03-04T13:46:20Z | 2024-03-04T13:46:20Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
I get the following error message: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead.
### Steps to reproduce the bug
1. Save a dataset with `save_to_disk`
2. Try to load it with `load_datasets`
### Expected behavior
I am ab... | {
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https://api.github.com/repos/huggingface/datasets/issues/6704 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6704/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6704/comments | https://api.github.com/repos/huggingface/datasets/issues/6704/events | https://github.com/huggingface/datasets/pull/6704 | 2,163,752,391 | PR_kwDODunzps5obZyj | 6,704 | Improve default patterns resolution | {
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"created_at": "2024-03-01T16:35:48Z",
... | 2024-03-01T16:31:25Z | 2024-04-23T09:43:09Z | 2024-03-15T15:22:03Z | COLLABORATOR | null | null | null | Separate the default patterns that match directories from the ones matching files and ensure directories are checked first (reverts the change from https://github.com/huggingface/datasets/pull/6244, which merged these patterns). Also, ensure that the glob patterns do not overlap to avoid duplicates in the result.
A... | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | 2024-03-01T16:31:25Z | 2024-03-15T15:22:03Z | 13 days, 22:50:38 | true |
https://api.github.com/repos/huggingface/datasets/issues/6702 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6702/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6702/comments | https://api.github.com/repos/huggingface/datasets/issues/6702/events | https://github.com/huggingface/datasets/issues/6702 | 2,161,938,484 | I_kwDODunzps6A3JA0 | 6,702 | Push samples to dataset on hub without having the dataset locally | {
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{
"author_association": "MEMBER",
"body": "Hi ! For now I would recommend creating a new Parquet file using `dataset_new.to_parquet()` and upload it to HF using `huggingface_hub` every time you get a new batch of data. You can name the Parquet files `0000.parquet`, `0001.parquet`, etc.\r\n\r\nThough maybe m... | 2024-02-29T19:17:12Z | 2024-03-08T21:08:38Z | 2024-03-08T21:08:38Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
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} | ### Feature request
Say I have the following code:
```
from datasets import Dataset
import pandas as pd
new_data = {
"column_1": ["value1", "value2"],
"column_2": ["value3", "value4"],
}
df_new = pd.DataFrame(new_data)
dataset_new = Dataset.from_pandas(df_new)
# add these samples to a remote datase... | {
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https://api.github.com/repos/huggingface/datasets/issues/6701 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6701/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6701/comments | https://api.github.com/repos/huggingface/datasets/issues/6701/events | https://github.com/huggingface/datasets/pull/6701 | 2,161,448,017 | PR_kwDODunzps5oTfO_ | 6,701 | Base parquet batch_size on parquet row group size | {
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"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6701). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-02-29T14:57:22Z",
... | 2024-02-29T14:53:01Z | 2024-02-29T15:15:18Z | 2024-02-29T15:08:55Z | MEMBER | null | null | null | This allows to stream datasets like [Major-TOM/Core-S2L2A](https://huggingface.co/datasets/Major-TOM/Core-S2L2A) which have row groups with few rows (one row is ~10MB). Previously the cold start would take a lot of time and OOM because it would download many row groups before yielding the first example.
I tried on O... | {
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https://api.github.com/repos/huggingface/datasets/issues/6700 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6700/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6700/comments | https://api.github.com/repos/huggingface/datasets/issues/6700/events | https://github.com/huggingface/datasets/issues/6700 | 2,158,871,038 | I_kwDODunzps6ArcH- | 6,700 | remove_columns is not in-place but the doc shows it is in-place | {
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{
"author_association": "COLLABORATOR",
"body": "Good catch! I've opened a PR with a fix in the `transformers` repo.",
"created_at": "2024-02-28T18:48:51Z",
"html_url": "https://github.com/huggingface/datasets/issues/6700#issuecomment-1969622266",
"id": 1969622266,
"issue_url": "https://api.... | 2024-02-28T12:36:22Z | 2024-04-02T17:15:28Z | 2024-04-02T17:15:28Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
The doc of `datasets` v2.17.0/v2.17.1 shows that `remove_columns` is in-place. [link](https://huggingface.co/docs/datasets/v2.17.1/en/package_reference/main_classes#datasets.DatasetDict.remove_columns)
In the text classification example of transformers v4.38.1, the columns are not removed.
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https://api.github.com/repos/huggingface/datasets/issues/6699 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6699/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6699/comments | https://api.github.com/repos/huggingface/datasets/issues/6699/events | https://github.com/huggingface/datasets/issues/6699 | 2,158,152,341 | I_kwDODunzps6AosqV | 6,699 | `Dataset` unexpected changed dict data and may cause error | {
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"body": "If `test.jsonl` contains more lines like:\r\n```\r\n{\"id\": 0, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 1, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 2, \"indexs\": {\"-2\": [0, 10]}}\r\n...\r\n{\"id\": n, \"indexs\": {\"-9999\": [0, 10]}}\r\n```\r\n\r\n`Dataset.f... | 2024-02-28T05:30:10Z | 2024-02-28T19:14:36Z | null | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
Will unexpected get keys with `None` value in the parsed json dict.
### Steps to reproduce the bug
```jsonl test.jsonl
{"id": 0, "indexs": {"-1": [0, 10]}}
{"id": 1, "indexs": {"-1": [0, 10]}}
```
```python
dataset = Dataset.from_json('.test.jsonl')
print(dataset[0])
```
Result:
```... | null | {
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"body": "FWIW, I run `load_dataset(\"llm-blender/mix-instruct\")` and it ran successfully.\r\nCan you clear your cache and try again?\r\n\r\n\r\n### Environment Info\r\n\r\n- `datasets` version: 2.17.0\r\n- Platform: Linux-6.2.6-76060206-generic-x86_64-with-glibc2.35\r... | 2024-02-27T18:19:34Z | 2024-02-29T17:32:42Z | 2024-02-29T17:32:41Z | NONE | null | null | {
"completed": 0,
"percent_completed": 0,
"total": 0
} | ### Describe the bug
Having installed the latest versions of transformers==4.38.1 and datasets==2.17.1 Unable to load the dataset in a kaggle notebook.
Get this Error:
```
---------------------------------------------------------------------------
ValueError Traceback (most recen... | {
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... | 2024-02-27T22:55:08Z | 2024-02-27T23:44:49Z | 2024-02-27T23:38:14Z | COLLABORATOR | null | null | null | Pass `detail=False` to the `fsspec` `listdir` to avoid unnecessarily fetching expensive metadata about the paths. | {
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"body": "https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1 has been fixed, but how can we check if there are other datasets with the same error, in datasets-server's database? I don't know how to get the list of erroneous cache entries, since w... | 2024-02-26T12:35:11Z | 2024-03-08T14:16:25Z | 2024-02-28T06:39:13Z | MEMBER | null | null | {
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See: https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1 | {
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"created_at": "2024-02-26T13:22:56Z",
... | 2024-02-26T13:18:31Z | 2024-02-28T06:45:23Z | 2024-02-28T06:39:12Z | MEMBER | null | null | null | Support JSON file with an array of strings.
Fix #6695. | {
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"body": "Hi! You can find a reason why we are against this feature in https://github.com/huggingface/datasets/issues/3449. \r\n\r\n> It's too cumbersome to write this command every time we perform a dataset merging operation\r\n\r\nExplicit is better than implicit, so... | 2024-02-26T01:46:55Z | 2024-02-29T16:52:58Z | null | NONE | null | null | null | It's too cumbersome to write this command every time we perform a dataset merging operation. ```pythonfrom datasets import concatenate_datasets``` We have added a simple `__add__` magic method to each class using `concatenate_datasets.`
```python
from datasets import load_dataset
bookcorpus = load_dataset("bookc... | null | {
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... | 2024-02-25T18:37:07Z | 2024-02-25T19:57:12Z | 2024-02-25T19:51:02Z | CONTRIBUTOR | null | null | null | Update documentation to align with `Dataset.__repr__` change after #423 | {
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} | ### Feature request
the load_dataset() for local functions support file types like csv, json etc but not of type tsv (tab separated values).
### Motivation
cant easily load files of type tsv, have to convert them to another type like csv then load
### Your contribution
Can try by raising a PR with a little help, c... | {
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https://api.github.com/repos/huggingface/datasets/issues/6690 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6690/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6690/comments | https://api.github.com/repos/huggingface/datasets/issues/6690/events | https://github.com/huggingface/datasets/issues/6690 | 2,150,800,065 | I_kwDODunzps6AMprB | 6,690 | Add function to convert a script-dataset to Parquet | {
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https://api.github.com/repos/huggingface/datasets/issues/6689 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6689/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6689/comments | https://api.github.com/repos/huggingface/datasets/issues/6689/events | https://github.com/huggingface/datasets/issues/6689 | 2,149,581,147 | I_kwDODunzps6AIAFb | 6,689 | .load_dataset() method defaults to zstandard | {
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"body": "The dataset is made of JSON files compressed using zstandard, as you can see here: https://huggingface.co/datasets/cerebras/SlimPajama-627B/tree/main/test/chunk1\r\n\r\nThat's why it asks for zstandard to be installed.\r\n\r\nThough I'm intrigued that you manage to... | 2024-02-22T17:39:27Z | 2024-03-07T14:54:16Z | 2024-03-07T14:54:15Z | NONE | null | null | {
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} | ### Describe the bug
Regardless of what method I use, datasets defaults to zstandard for unpacking my datasets.
This is poor behavior, because not only is zstandard not a dependency in the huggingface package (and therefore, your dataset loading will be interrupted while it asks you to install the package), but it ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6688 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6688/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6688/comments | https://api.github.com/repos/huggingface/datasets/issues/6688/events | https://github.com/huggingface/datasets/issues/6688 | 2,148,609,859 | I_kwDODunzps6AES9D | 6,688 | Tensor type (e.g. from `return_tensors`) ignored in map | {
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"body": "Hi, this is expected behavior since all the tensors are converted to Arrow data (the storage type behind a Dataset).\r\n\r\nTo get pytorch tensors back, you can set the dataset format to \"torch\":\r\n\r\n```python\r\nds = ds.with_format(\"torch\")\r\n```",
"cr... | 2024-02-22T09:27:57Z | 2024-02-22T15:56:21Z | null | NONE | null | null | {
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} | ### Describe the bug
I don't know if it is a bug or an expected behavior, but the tensor type seems to be ignored after applying map. For example, mapping over to tokenize text with a transformers' tokenizer always returns lists and it ignore the `return_tensors` argument.
If this is an expected behaviour (e.g., fo... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6686 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6686/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6686/comments | https://api.github.com/repos/huggingface/datasets/issues/6686/events | https://github.com/huggingface/datasets/issues/6686 | 2,147,795,103 | I_kwDODunzps6ABMCf | 6,686 | Question: Is there any way for uploading a large image dataset? | {
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"body": "```\r\nimport pandas as pd\r\nfrom datasets import Dataset, Image\r\n\r\n# Read the CSV file\r\ndata = pd.read_csv(\"XXXX.csv\")\r\n\r\n# Create a Hugging Face Dataset\r\ndataset = Dataset.from_pandas(data)\r\ndataset = dataset.cast_column(\"file_name\", Image())\r\n... | 2024-02-21T22:07:21Z | 2024-05-02T03:44:59Z | null | NONE | null | null | {
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} | I am uploading an image dataset like this:
```
dataset = load_dataset(
"json",
data_files={"train": "data/custom_dataset/train.json", "validation": "data/custom_dataset/val.json"},
)
dataset = dataset.cast_column("images", Sequence(Image()))
dataset.push_to_hub("StanfordAIMI/custom_dataset", max_shard_si... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6687 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6687/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6687/comments | https://api.github.com/repos/huggingface/datasets/issues/6687/events | https://github.com/huggingface/datasets/pull/6687 | 2,148,554,178 | PR_kwDODunzps5nnqBB | 6,687 | fsspec: support fsspec>=2023.12.0 glob changes | {
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"created_at": "2024-02-22T16:13:20Z",
... | 2024-02-22T08:59:32Z | 2024-03-04T12:59:42Z | 2024-02-29T15:12:17Z | CONTRIBUTOR | null | null | null | - adds support for the `fs.glob` changes introduced in `fsspec==2023.12.0` and unpins the current upper bound
Should close #6644
Should close #6645
The `test_data_files` glob/pattern tests pass for me in:
- `fsspec==2023.10.0` (the pinned max version in datasets `main`)
- `fsspec==2023.12.0` (#6644)
- `fsspec... | {
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https://api.github.com/repos/huggingface/datasets/issues/6685 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6685/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6685/comments | https://api.github.com/repos/huggingface/datasets/issues/6685/events | https://github.com/huggingface/datasets/pull/6685 | 2,145,570,006 | PR_kwDODunzps5ndZQa | 6,685 | Updated Quickstart Notebook link | {
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"created_at": "2024-02-25T18:06:42Z",
... | 2024-02-21T01:04:18Z | 2024-03-12T21:31:04Z | 2024-02-25T18:48:08Z | CONTRIBUTOR | null | null | null | Fixed Quickstart Notebook Link in the [Overview notebook](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb) | {
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https://api.github.com/repos/huggingface/datasets/issues/6684 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6684/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6684/comments | https://api.github.com/repos/huggingface/datasets/issues/6684/events | https://github.com/huggingface/datasets/pull/6684 | 2,144,092,388 | PR_kwDODunzps5nYUIf | 6,684 | Improve error message for gated datasets on load | {
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"body": "Thank you ! Should we also add the link to the dataset page ?",
"created_at": "2024-02-20T10:53:02Z",
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https://api.github.com/repos/huggingface/datasets/issues/6683 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6683/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6683/comments | https://api.github.com/repos/huggingface/datasets/issues/6683/events | https://github.com/huggingface/datasets/pull/6683 | 2,142,751,955 | PR_kwDODunzps5nTxGu | 6,683 | Fix imagefolder dataset url | {
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"created_at": "2024-02-19T16:31:14Z",
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https://api.github.com/repos/huggingface/datasets/issues/6682 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6682/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6682/comments | https://api.github.com/repos/huggingface/datasets/issues/6682/events | https://github.com/huggingface/datasets/pull/6682 | 2,142,000,800 | PR_kwDODunzps5nRME6 | 6,682 | Update GitHub Actions to Node 20 | {
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"created_at": "2024-02-19T10:15:04Z",
... | 2024-02-19T10:10:50Z | 2024-02-28T07:02:40Z | 2024-02-28T06:56:34Z | MEMBER | null | null | null | Update GitHub Actions to Node 20.
Fix #6679. | {
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https://api.github.com/repos/huggingface/datasets/issues/6681 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6681/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6681/comments | https://api.github.com/repos/huggingface/datasets/issues/6681/events | https://github.com/huggingface/datasets/pull/6681 | 2,141,985,239 | PR_kwDODunzps5nRItQ | 6,681 | Update release instructions | {
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"created_at": "2024-02-19T10:04:39Z",
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} | `Node.js` 16 GitHub Actions are deprecated. See: https://github.blog/changelog/2023-09-22-github-actions-transitioning-from-node-16-to-node-20/
We should update them to Node 20.
See warnings in our CI, e.g.: https://github.com/huggingface/datasets/actions/runs/7957295009?pr=6678
> Node.js 16 actions are deprecat... | {
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... | 2024-02-18T23:48:57Z | 2024-02-28T18:57:39Z | 2024-02-28T18:51:15Z | CONTRIBUTOR | null | null | null | If cache directory is set, information is not passed through.
Pass download config in as an arg too. | {
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https://api.github.com/repos/huggingface/datasets/issues/6676 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6676/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6676/comments | https://api.github.com/repos/huggingface/datasets/issues/6676/events | https://github.com/huggingface/datasets/issues/6676 | 2,140,648,619 | I_kwDODunzps5_l7Sr | 6,676 | Can't Read List of JSON Files Properly | {
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"body": "Found the issue, if there are other files in the directory, it gets caught into this `*` so essentially it should be `*.json`. Could we possibly to check for list of files to make sure the pattern matches json files and raise error if not?",
"created_at": "2024-0... | 2024-02-17T22:58:15Z | 2024-03-02T20:47:22Z | null | NONE | null | null | {
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} | ### Describe the bug
Trying to read a bunch of JSON files into Dataset class but default approach doesn't work. I don't get why it works when I read it one by one but not when I pass as a list :man_shrugging:
The code fails with
```
ArrowInvalid: JSON parse error: Invalid value. in row 0
UnicodeDecodeError... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6675 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6675/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6675/comments | https://api.github.com/repos/huggingface/datasets/issues/6675/events | https://github.com/huggingface/datasets/issues/6675 | 2,139,640,381 | I_kwDODunzps5_iFI9 | 6,675 | Allow image model (color conversion) to be specified as part of datasets Image() decode | {
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"body": "It would be a great addition indeed :)\r\n\r\nThis can be implemented the same way we have `sampling_rate` for Audio(): we just add a new parameter to the Image() type and take this parameter into account in `Image.decode_example`\r\n\r\nEDIT: adding an example of ... | 2024-02-16T23:43:20Z | 2024-03-18T15:41:34Z | 2024-03-18T15:41:34Z | NONE | null | null | {
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} | ### Feature request
Typical torchvision / torch Datasets in image applications apply color conversion in the Dataset portion of the code as part of image decode, separately from the image transform stack. This is true for PIL.Image where convert is usually called in dataset, for native torchvision https://pytorch.or... | {
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https://api.github.com/repos/huggingface/datasets/issues/6674 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6674/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6674/comments | https://api.github.com/repos/huggingface/datasets/issues/6674/events | https://github.com/huggingface/datasets/issues/6674 | 2,139,595,576 | I_kwDODunzps5_h6M4 | 6,674 | Depprcated Overview.ipynb Link to new Quickstart Notebook invalid | {
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"body": "Good catch! Feel free to open a PR to fix the link.",
"created_at": "2024-02-21T00:30:01Z",
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"issue_url": "https://api.github.com/repos... | 2024-02-16T22:51:35Z | 2024-02-25T18:48:09Z | 2024-02-25T18:48:09Z | CONTRIBUTOR | null | null | {
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} | ### Describe the bug
For the dreprecated notebook found [here](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb). The link to the new notebook is broken.
### Steps to reproduce the bug
Click the [Quickstart notebook](https://github.com/huggingface/notebooks/blob/main/datasets_doc/quicksta... | {
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"completed": 0,
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} | ### Describe the bug
When persistent workers are enabled, the epoch that's set via the IterableDataset instance held by the training process is ignored by the workers as they are disconnected across processes.
PyTorch samplers for non-iterable datasets have a mechanism to sync this, datasets.IterableDataset does ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6671 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6671/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6671/comments | https://api.github.com/repos/huggingface/datasets/issues/6671/events | https://github.com/huggingface/datasets/issues/6671 | 2,138,727,870 | I_kwDODunzps5_emW- | 6,671 | CSV builder raises deprecation warning on verbose parameter | {
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} | CSV builder raises a deprecation warning on `verbose` parameter:
```
FutureWarning: The 'verbose' keyword in pd.read_csv is deprecated and will be removed in a future version.
```
See:
- https://github.com/pandas-dev/pandas/pull/56556
- https://github.com/pandas-dev/pandas/pull/57450 | {
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https://api.github.com/repos/huggingface/datasets/issues/6672 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6672/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6672/comments | https://api.github.com/repos/huggingface/datasets/issues/6672/events | https://github.com/huggingface/datasets/pull/6672 | 2,138,732,288 | PR_kwDODunzps5nGAlw | 6,672 | Remove deprecated verbose parameter from CSV builder | {
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{
"author_association": "NONE",
"body": "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6672). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"created_at": "2024-02-16T14:30:48Z",
... | 2024-02-16T14:26:21Z | 2024-02-19T09:26:34Z | 2024-02-19T09:20:22Z | MEMBER | null | null | null | Remove deprecated `verbose` parameter from CSV builder.
Note that the `verbose` parameter is deprecated since pandas 2.2.0. See:
- https://github.com/pandas-dev/pandas/pull/56556
- https://github.com/pandas-dev/pandas/pull/57450
Fix #6671. | {
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https://api.github.com/repos/huggingface/datasets/issues/6669 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6669/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6669/comments | https://api.github.com/repos/huggingface/datasets/issues/6669/events | https://github.com/huggingface/datasets/issues/6669 | 2,138,322,662 | I_kwDODunzps5_dDbm | 6,669 | attribute error when writing trainer.train() | {
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{
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"body": "Hi! Kaggle notebooks use an outdated version of `datasets`, so you should update the `datasets` installation (with `!pip install -U datasets`) to avoid the error.",
"created_at": "2024-02-21T00:33:18Z",
"html_url": "https://github.com/huggingface/data... | 2024-02-16T10:40:49Z | 2024-03-01T10:58:00Z | 2024-02-29T17:25:17Z | NONE | null | null | {
"completed": 0,
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} | ### Describe the bug
AttributeError Traceback (most recent call last)
Cell In[39], line 2
1 # Start the training process
----> 2 trainer.train()
File /opt/conda/lib/python3.10/site-packages/transformers/trainer.py:1539, in Trainer.train(self, resume_from_checkpoint, trial, ignore... | {
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