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https://api.github.com/repos/huggingface/datasets/issues/6838 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6838/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6838/comments | https://api.github.com/repos/huggingface/datasets/issues/6838/events | https://github.com/huggingface/datasets/issues/6838 | 2,263,674,843 | I_kwDODunzps6G7O_b | 6,838 | Remove token arg from CLI examples | {
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> I would not advertise the --token arg in the example as this shouldn't be the recommended way (best to login with env variable or huggingface-cli login) | {
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https://api.github.com/repos/huggingface/datasets/issues/6837 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6837/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6837/comments | https://api.github.com/repos/huggingface/datasets/issues/6837/events | https://github.com/huggingface/datasets/issues/6837 | 2,263,273,983 | I_kwDODunzps6G5tH_ | 6,837 | Cannot use cached dataset without Internet connection (or when servers are down) | {
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"There are 2 workarounds, tho:\r\n1. Download datasets from web and just load them locally\r\n2. Use metadata directly (temporal solution, since metadata can change)\r\n```\r\nimport datasets\r\nfrom datasets.data_files import DataFilesDict, DataFilesList\r\n\r\ndata_files_list = DataFilesList(\r\n [\r\n ... | 2024-04-25T10:48:20 | 2024-07-19T08:06:53 | null | NONE | null | ### Describe the bug
I want to be able to use cached dataset from HuggingFace even when I have no Internet connection (or when HuggingFace servers are down, or my company has network issues).
The problem why I can't use it:
`data_files` argument from `datasets.load_dataset()` function get it updates from the serve... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6836 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6836/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6836/comments | https://api.github.com/repos/huggingface/datasets/issues/6836/events | https://github.com/huggingface/datasets/issues/6836 | 2,262,249,919 | I_kwDODunzps6G1zG_ | 6,836 | ExpectedMoreSplits error on load_dataset when upgrading to 2.19.0 | {
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"Get same error on same datasets too.",
"+1",
"same error"
] | 2024-04-24T21:52:35 | 2024-05-14T04:08:19 | null | NONE | null | ### Describe the bug
Hi there, thanks for the great library! We have been using it a lot in torchtune and it's been a huge help for us.
Regarding the bug: the same call to `load_dataset` errors with `ExpectedMoreSplits` in 2.19.0 after working fine in 2.18.0. Full details given in the repro below.
### Steps to re... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6835 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6835/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6835/comments | https://api.github.com/repos/huggingface/datasets/issues/6835/events | https://github.com/huggingface/datasets/pull/6835 | 2,261,079,263 | PR_kwDODunzps5tl2fc | 6,835 | Support pyarrow LargeListType | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6835). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Fixed the conversion from `pyarrow` to `python` `Sequence` features. \r\n\r\nThere is s... | 2024-04-24T11:34:24 | 2024-08-12T14:43:47 | 2024-08-12T14:43:47 | CONTRIBUTOR | null | Fixes #6834 | {
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https://api.github.com/repos/huggingface/datasets/issues/6834 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6834/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6834/comments | https://api.github.com/repos/huggingface/datasets/issues/6834/events | https://github.com/huggingface/datasets/issues/6834 | 2,261,078,104 | I_kwDODunzps6GxVBY | 6,834 | largelisttype not supported (.from_polars()) | {
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The following code fails because LargeListType is not supported.
This is especially a problem for .from_polars since polars uses LargeListType.
### Steps to reproduce the bug
```python
import datasets
import polars as pl
df = pl.DataFrame({"list": [[]]})
datasets.Dataset.from_pola... | {
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https://api.github.com/repos/huggingface/datasets/issues/6833 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6833/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6833/comments | https://api.github.com/repos/huggingface/datasets/issues/6833/events | https://github.com/huggingface/datasets/issues/6833 | 2,259,731,274 | I_kwDODunzps6GsMNK | 6,833 | Super slow iteration with trivial custom transform | {
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"Similar issue in text process \r\n\r\n```python\r\n\r\ntokenizer=AutoTokenizer.from_pretrained(model_dir[args.model])\r\ntrain_dataset=datasets.load_from_disk(dataset_dir[args.dataset],keep_in_memory=True)['train']\r\ntrain_dataset=train_dataset.map(partial(dname2func[args.dataset],tokenizer=tokenizer),batched=Tru... | 2024-04-23T20:40:59 | 2024-05-04T11:24:37 | null | NONE | null | ### Describe the bug
Dataset is 10X slower when applying trivial transforms:
```
import time
import numpy as np
from datasets import Dataset, Features, Array2D
a = np.zeros((800, 800))
a = np.stack([a] * 1000)
features = Features({"a": Array2D(shape=(800, 800), dtype="uint8")})
ds1 = Dataset.from_dict({"... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6832 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6832/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6832/comments | https://api.github.com/repos/huggingface/datasets/issues/6832/events | https://github.com/huggingface/datasets/pull/6832 | 2,258,761,447 | PR_kwDODunzps5teFoJ | 6,832 | Support downloading specific splits in `load_dataset` | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6832). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Friendly ping on this! This feature would be really helpful and useful to me (and likel... | 2024-04-23T12:32:27 | 2024-08-19T15:19:38 | null | COLLABORATOR | null | This PR builds on https://github.com/huggingface/datasets/pull/6639 to support downloading only the specified splits in `load_dataset`. For this to work, a builder's `_split_generators` need to be able to accept the requested splits (as a list) via a `splits` argument to avoid processing the non-requested ones. Also, t... | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6831). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Concretely, the docs about convert_to_parquet are here: https://moon-ci-docs.huggingfac... | 2024-04-23T10:41:03 | 2024-04-26T16:51:09 | 2024-04-25T10:44:10 | MEMBER | null | Add docs about the CLI.
Close #6830.
CC: @severo | {
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https://api.github.com/repos/huggingface/datasets/issues/6829 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6829/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6829/comments | https://api.github.com/repos/huggingface/datasets/issues/6829/events | https://github.com/huggingface/datasets/issues/6829 | 2,258,424,577 | I_kwDODunzps6GnNMB | 6,829 | Load and save from/to disk no longer accept pathlib.Path | {
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> This change is breaking in
> https://github.com/huggingface/datasets/blob/f96e74d5c633cd5435dd526adb4a74631eb05c43/src/datasets/arrow_dataset.py#L1515
> when the input is `pathlib.Path`. The issue is that `url_to... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6828 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6828/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6828/comments | https://api.github.com/repos/huggingface/datasets/issues/6828/events | https://github.com/huggingface/datasets/pull/6828 | 2,258,420,421 | PR_kwDODunzps5tc55y | 6,828 | Support PathLike input in save_to_disk / load_from_disk | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6828). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update."
] | 2024-04-23T09:42:38 | 2024-04-23T11:05:52 | null | MEMBER | null | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6827 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6827/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6827/comments | https://api.github.com/repos/huggingface/datasets/issues/6827/events | https://github.com/huggingface/datasets/issues/6827 | 2,254,011,833 | I_kwDODunzps6GWX25 | 6,827 | Loading a remote dataset fails in the last release (v2.19.0) | {
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I am loading the dataset like so, nothing out of the ordinary.
This dataset needs a token to access it.
```
token="hf_myhftoken-sdhbdsjgkhbd"
load_dataset("speechcolab/gigaspeech", "test", cache_dir=f"gigaspeech/test... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6826 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6826/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6826/comments | https://api.github.com/repos/huggingface/datasets/issues/6826/events | https://github.com/huggingface/datasets/pull/6826 | 2,252,445,242 | PR_kwDODunzps5tJMZh | 6,826 | Set dev version | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6826). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-19T08:51:42 | 2024-04-19T09:05:25 | 2024-04-19T08:52:14 | MEMBER | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6825 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6825/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6825/comments | https://api.github.com/repos/huggingface/datasets/issues/6825/events | https://github.com/huggingface/datasets/pull/6825 | 2,252,404,599 | PR_kwDODunzps5tJEMw | 6,825 | Release: 2.19.0 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6825). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-19T08:29:02 | 2024-05-04T12:23:26 | 2024-04-19T08:44:57 | MEMBER | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6824 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6824/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6824/comments | https://api.github.com/repos/huggingface/datasets/issues/6824/events | https://github.com/huggingface/datasets/issues/6824 | 2,251,076,197 | I_kwDODunzps6GLLJl | 6,824 | Winogrande does not seem to be compatible with datasets version of 1.18.0 | {
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"Hi ! Do you mean 2.18 ? Can you try to update `fsspec` and `huggingface_hub` ?\r\n\r\n```\r\npip install -U fsspec huggingface_hub\r\n```",
"Yes I meant 2.18, and it works after updating `fsspec` and `huggingface_hub`. Thanks!"
] | 2024-04-18T16:11:04 | 2024-04-19T09:53:15 | 2024-04-19T09:52:33 | NONE | null | ### Describe the bug
I get the following error when simply running `load_dataset('winogrande','winogrande_xl')`.
I do not have such an issue in the 1.17.0 version.
```Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/usr/local/lib/python3.10/dist-packages/datasets/load.py", line... | {
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https://api.github.com/repos/huggingface/datasets/issues/6823 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6823/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6823/comments | https://api.github.com/repos/huggingface/datasets/issues/6823/events | https://github.com/huggingface/datasets/issues/6823 | 2,250,775,569 | I_kwDODunzps6GKBwR | 6,823 | Loading problems of Datasets with a single shard | {
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"Has there been a PR to resolve this already?"
] | 2024-04-18T13:59:00 | 2024-08-19T19:32:37 | null | NONE | null | ### Describe the bug
When saving a dataset on disk and it has a single shard it is not loaded as when it is saved in multiple shards. I installed the latest version of datasets via pip.
### Steps to reproduce the bug
The code below reproduces the behavior. All works well when the range of the loop is 10000 bu... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6822 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6822/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6822/comments | https://api.github.com/repos/huggingface/datasets/issues/6822/events | https://github.com/huggingface/datasets/pull/6822 | 2,250,316,258 | PR_kwDODunzps5tB8aD | 6,822 | Fix parquet export infos | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6822). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-18T10:21:41 | 2024-04-18T11:15:41 | 2024-04-18T11:09:13 | MEMBER | null | Don't use the parquet export infos when USE_PARQUET_EXPORT is False.
Otherwise the `datasets-server` might reuse erroneous data when re-running a job
this follows https://github.com/huggingface/datasets/pull/6714 | {
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https://api.github.com/repos/huggingface/datasets/issues/6820 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6820/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6820/comments | https://api.github.com/repos/huggingface/datasets/issues/6820/events | https://github.com/huggingface/datasets/pull/6820 | 2,248,471,673 | PR_kwDODunzps5s7sgy | 6,820 | Allow deleting a subset/config from a no-script dataset | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6820). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"This is ready for review, @huggingface/datasets.",
"I am adding a test...",
"@lhoes... | 2024-04-17T14:41:12 | 2024-05-02T07:31:03 | 2024-04-30T09:44:24 | MEMBER | null | TODO:
- [x] Add docs
- [x] Delete token arg from CLI example
- See: #6839
Close #6810. | {
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https://api.github.com/repos/huggingface/datasets/issues/6819 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6819/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6819/comments | https://api.github.com/repos/huggingface/datasets/issues/6819/events | https://github.com/huggingface/datasets/issues/6819 | 2,248,043,797 | I_kwDODunzps6F_m0V | 6,819 | Give more details in `DataFilesNotFoundError` when getting the config names | {
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After https://huggingface.co/datasets/cis-lmu/Glot500/commit/39060e01272ff228cc0ce1d31ae53789cacae8c3, the dataset viewer gives the following error:
```
{
"error": "Cannot get the config names for the dataset.",
"cause_exception": "DataFilesNotFoundError",
"cause_message": "No (support... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6816 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6816/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6816/comments | https://api.github.com/repos/huggingface/datasets/issues/6816/events | https://github.com/huggingface/datasets/pull/6816 | 2,246,264,911 | PR_kwDODunzps5s0MYO | 6,816 | Improve typing of Dataset.search, matching definition | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6816). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Hi! This is a breaking change. A better solution is to check for \"indexable\" types in... | 2024-04-16T14:53:39 | 2024-04-16T15:54:10 | 2024-04-16T15:54:10 | CONTRIBUTOR | null | Previously, the output of `score, indices = Dataset.search(...)` would be numpy arrays.
The definition in `SearchResult` is a `List[int]` so this PR now matched the expected type.
The previous behavior is a bit annoying as `Dataset.__getitem__` doesn't support `numpy.int64` which forced me to convert `indices` to... | {
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https://api.github.com/repos/huggingface/datasets/issues/6815 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6815/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6815/comments | https://api.github.com/repos/huggingface/datasets/issues/6815/events | https://github.com/huggingface/datasets/pull/6815 | 2,246,197,070 | PR_kwDODunzps5sz9eC | 6,815 | Remove `os.path.relpath` in `resolve_patterns` | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6815). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-16T14:23:13 | 2024-04-16T16:06:48 | 2024-04-16T15:58:22 | COLLABORATOR | null | ... to save a few seconds when resolving repos with many data files. | {
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https://api.github.com/repos/huggingface/datasets/issues/6814 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6814/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6814/comments | https://api.github.com/repos/huggingface/datasets/issues/6814/events | https://github.com/huggingface/datasets/issues/6814 | 2,245,857,902 | I_kwDODunzps6F3RJu | 6,814 | `map` with `num_proc` > 1 leads to OOM | {
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"Hi ! You can try to reduce `writer_batch_size`. It corresponds to the number of samples that stay in RAM before being flushed to disk"
] | 2024-04-16T11:56:03 | 2024-04-19T11:53:41 | null | CONTRIBUTOR | null | ### Describe the bug
When running `map` on parquet dataset loaded from local machine, the RAM usage increases linearly eventually leading to OOM. I was wondering if I should I save the `cache_file` after every n steps in order to prevent this?
### Steps to reproduce the bug
```
ds = load_dataset("parquet", data... | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6813). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
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https://api.github.com/repos/huggingface/datasets/issues/6812 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6812/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6812/comments | https://api.github.com/repos/huggingface/datasets/issues/6812/events | https://github.com/huggingface/datasets/pull/6812 | 2,244,898,824 | PR_kwDODunzps5svgoq | 6,812 | Run CI | {
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"(Sorry, meant to open this against my own fork. I'm attempting to debug this issue (https://github.com/astral-sh/uv/issues/1921#issuecomment-2058056192) reported by `huggingface/datasets` on the uv repo.)"
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https://api.github.com/repos/huggingface/datasets/issues/6811 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6811/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6811/comments | https://api.github.com/repos/huggingface/datasets/issues/6811/events | https://github.com/huggingface/datasets/pull/6811 | 2,243,656,096 | PR_kwDODunzps5srOtR | 6,811 | add allow_primitive_to_str and allow_decimal_to_str instead of allow_number_to_str | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6811). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"@mariosasko pytest seems to be missing on windows?",
"CI is not behaving well today �... | 2024-04-15T13:14:38 | 2024-07-03T14:59:42 | 2024-04-16T17:03:17 | CONTRIBUTOR | null | Fix #6805 | {
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https://api.github.com/repos/huggingface/datasets/issues/6810 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6810/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6810/comments | https://api.github.com/repos/huggingface/datasets/issues/6810/events | https://github.com/huggingface/datasets/issues/6810 | 2,242,968,745 | I_kwDODunzps6FsPyp | 6,810 | Allow deleting a subset/config from a no-script dataset | {
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"Probably best to implement this as a CLI command?",
"Thanks for your comment, @mariosasko. Or maybe both (in Python and as CLI command)? The Python command would be just the reverse of `push_to_hub`...\r\n\r\nI am working on a draft implementation, so we can discuss about the API and UX."
] | 2024-04-15T07:53:26 | 2024-04-30T09:44:25 | 2024-04-30T09:44:25 | MEMBER | null | As proposed by @BramVanroy, it would be neat to have this functionality through the API. | {
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https://api.github.com/repos/huggingface/datasets/issues/6809 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6809/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6809/comments | https://api.github.com/repos/huggingface/datasets/issues/6809/events | https://github.com/huggingface/datasets/pull/6809 | 2,242,956,297 | PR_kwDODunzps5so0e2 | 6,809 | Make convert_to_parquet CLI command create script branch | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6809). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"@huggingface/datasets once this PR is merged, I would suggest making a release. Do you ... | 2024-04-15T07:47:26 | 2024-04-17T08:44:26 | 2024-04-17T08:38:18 | MEMBER | null | Make convert_to_parquet CLI command create a "script" branch and keep the script file on it.
This PR proposes the simplest UX approach: whenever `--revision` is not explicitly passed (i.e., when the script is in the main branch), try to create a "script" branch from the "main" branch; if the "script" branch exists a... | {
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https://api.github.com/repos/huggingface/datasets/issues/6808 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6808/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6808/comments | https://api.github.com/repos/huggingface/datasets/issues/6808/events | https://github.com/huggingface/datasets/issues/6808 | 2,242,843,611 | I_kwDODunzps6FrxPb | 6,808 | Make convert_to_parquet CLI command create script branch | {
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> When providing support, we sometimes suggest that users store their script in a script branch. What do you th... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6806). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-12T08:47:50 | 2024-04-12T09:08:23 | 2024-04-12T09:02:12 | MEMBER | null | Fix test using latest commit SHA in hf-internal-testing/dataset_with_script dataset: https://huggingface.co/datasets/hf-internal-testing/dataset_with_script/commits/refs%2Fconvert%2Fparquet
Fix #6796. | {
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https://api.github.com/repos/huggingface/datasets/issues/6805 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6805/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6805/comments | https://api.github.com/repos/huggingface/datasets/issues/6805/events | https://github.com/huggingface/datasets/issues/6805 | 2,239,034,951 | I_kwDODunzps6FdPZH | 6,805 | Batched mapping of existing string column casts boolean to string | {
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"This seems to be hardcoded behavior in table.py `array_cast`.\r\n```python\r\nif (\r\n not allow_number_to_str\r\n and pa.types.is_string(pa_type)\r\n and (pa.types.is_floating(array.type) or pa.types.is_integer(array.type))\r\n ):\r\n raise TypeError(\r\n ... | 2024-04-12T04:21:41 | 2024-07-03T15:00:07 | 2024-07-03T15:00:07 | NONE | null | ### Describe the bug
Let the dataset contain a column named 'a', which is of the string type.
If 'a' is converted to a boolean using batched mapping, the mapper automatically casts the boolean to a string (e.g., True -> 'true').
It only happens when the original column and the mapped column name are identical.
Th... | {
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https://api.github.com/repos/huggingface/datasets/issues/6803 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6803/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6803/comments | https://api.github.com/repos/huggingface/datasets/issues/6803/events | https://github.com/huggingface/datasets/pull/6803 | 2,237,933,090 | PR_kwDODunzps5sXyct | 6,803 | #6791 Improve type checking around FAISS | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArro... | 2024-04-11T14:54:30 | 2024-04-11T15:44:09 | 2024-04-11T15:38:04 | CONTRIBUTOR | null | Fixes #6791
Small PR to raise a better error when a dataset is not embedded properly. | {
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https://api.github.com/repos/huggingface/datasets/issues/6802 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6802/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6802/comments | https://api.github.com/repos/huggingface/datasets/issues/6802/events | https://github.com/huggingface/datasets/pull/6802 | 2,237,365,489 | PR_kwDODunzps5sV0m8 | 6,802 | Fix typo in docs (upload CLI) | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6802). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-11T10:05:05 | 2024-04-11T16:19:00 | 2024-04-11T13:19:43 | CONTRIBUTOR | null | Related to https://huggingface.slack.com/archives/C04RG8YRVB8/p1712643948574129 (interal)
Positional args must be placed before optional args.
Feel free to merge whenever it's ready. | {
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https://api.github.com/repos/huggingface/datasets/issues/6801 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6801/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6801/comments | https://api.github.com/repos/huggingface/datasets/issues/6801/events | https://github.com/huggingface/datasets/issues/6801 | 2,236,911,556 | I_kwDODunzps6FVI_E | 6,801 | got fileNotFound | {
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"Hi! I'll open a PR on the Hub to fix this, but please use the Hub's [Community tab](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions) to report such issues in the future.",
"I've opened a [PR](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions/8) in the repo, so let's continue the d... | 2024-04-11T04:57:41 | 2024-04-12T16:47:43 | 2024-04-12T16:47:43 | NONE | null | ### Describe the bug
When I use load_dataset to load the nyanko7/danbooru2023 data set, the cache is read in the form of a symlink. There may be a problem with the arrow_dataset initialization process and I get FileNotFoundError: [Errno 2] No such file or directory: '2945000.jpg'
### Steps to reproduce the bug
#code... | {
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"Hi !\r\n\r\nIt's possible to multiple files at once:\r\n\r\n```python\r\ndata_files = \"data/*.jsonl\"\r\n# Or pass a list of files\r\nlangs = ['ka-ml', 'br-sr', 'ka-pt', 'id-ko', ..., 'fi-ze_zh', 'he-kk', 'ka-tr']\r\ndata_files = [f\"data/{lang}.jsonl\" for lang in langs]\r\nds = load_dataset(\"loicmagne/open-sub... | 2024-04-10T21:08:57 | 2024-04-24T13:48:05 | null | NONE | null | ### Describe the bug
I have a multilingual dataset that contains a lot of subsets. Each subset corresponds to a pair of languages, you can see here an example with 250 subsets: [https://hf.co/datasets/loicmagne/open-subtitles-250-bitext-mining](). As part of the MTEB benchmark, we may need to load all the subsets of t... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6799 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6799/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6799/comments | https://api.github.com/repos/huggingface/datasets/issues/6799/events | https://github.com/huggingface/datasets/pull/6799 | 2,236,124,531 | PR_kwDODunzps5sRk_r | 6,799 | fix `DatasetBuilder._split_generators` incomplete type annotation | {
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"<details>\n<summary>Show benchmarks</... | 2024-04-10T17:46:08 | 2024-04-11T15:41:06 | 2024-04-11T15:34:58 | CONTRIBUTOR | null | solve #6798:
add missing `StreamingDownloadManager` type annotation to the `dl_manager` argument of the `DatasetBuilder._split_generators` function | {
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https://api.github.com/repos/huggingface/datasets/issues/6798 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6798/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6798/comments | https://api.github.com/repos/huggingface/datasets/issues/6798/events | https://github.com/huggingface/datasets/issues/6798 | 2,235,768,891 | I_kwDODunzps6FQyA7 | 6,798 | `DatasetBuilder._split_generators` incomplete type annotation | {
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"Good catch! Feel free to open a PR with the suggested fix :).",
"There is also the [`MockDownloadManager`](https://github.com/JonasLoos/datasets/blob/main/src/datasets/download/mock_download_manager.py#L33), which seems like it might get passed here too. However, to me, it doesn't really seem relevant to the use... | 2024-04-10T14:38:50 | 2024-04-11T15:34:59 | 2024-04-11T15:34:59 | CONTRIBUTOR | null | ### Describe the bug
The [`DatasetBuilder._split_generators`](https://github.com/huggingface/datasets/blob/0f27d7b77c73412cfc50b24354bfd7a3e838202f/src/datasets/builder.py#L1449) function has currently the following signature:
```python
class DatasetBuilder:
def _split_generators(self, dl_manager: DownloadMan... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6797). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Finally:\r\n- the initial issue seems it was temporary\r\n- there is a different issue ... | 2024-04-10T06:57:48 | 2024-04-10T08:25:00 | 2024-04-10T08:18:01 | MEMBER | null | Fix #6796. | {
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"Finally:\r\n- the initial issue seems it was temporary\r\n- there is a different issue now: https://github.com/huggingface/datasets/actions/runs/8627153993/job/23646584590?pr=6797\r\n```\r\nFAILED tests/test_load.py::ModuleFactoryTest::test_HubDatasetModuleFactoryWithParquetExport - datasets.utils._dataset_viewer.... | 2024-04-10T06:56:02 | 2024-04-12T09:02:13 | 2024-04-12T09:02:13 | MEMBER | null | CI is broken for test_load_dataset_distributed_with_script. See: https://github.com/huggingface/datasets/actions/runs/8614926216/job/23609378127
```
FAILED tests/test_load.py::test_load_dataset_distributed_with_script[None] - assert False
+ where False = all(<generator object test_load_dataset_distributed_with_scr... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6795). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"@huggingface/datasets once this PR is merged, I would suggest making a release. Do you ... | 2024-04-09T14:45:12 | 2024-04-17T08:41:23 | 2024-04-12T15:27:04 | MEMBER | null | Close #6690. | {
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https://api.github.com/repos/huggingface/datasets/issues/6794 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6794/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6794/comments | https://api.github.com/repos/huggingface/datasets/issues/6794/events | https://github.com/huggingface/datasets/pull/6794 | 2,233,202,088 | PR_kwDODunzps5sHkJF | 6,794 | Multithreaded downloads | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6794). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"CI is failing because of the missing parquet export of one test dataset, PR to fix this... | 2024-04-09T11:13:19 | 2024-04-15T21:24:13 | 2024-04-15T21:18:08 | MEMBER | null | ...for faster dataset download when there are many many small files (e.g. imagefolder, audiofolder)
### Behcnmark
for example on [lhoestq/tmp-images-writer_batch_size](https://hf.co/datasets/lhoestq/tmp-images-writer_batch_size) (128 images)
| | duration of the download step in `load_dataset()` |
|--| ----... | {
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https://api.github.com/repos/huggingface/datasets/issues/6793 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6793/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6793/comments | https://api.github.com/repos/huggingface/datasets/issues/6793/events | https://github.com/huggingface/datasets/issues/6793 | 2,231,400,200 | I_kwDODunzps6FAHcI | 6,793 | Loading just one particular split is not possible for imagenet-1k | {
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"+1"
] | 2024-04-08T14:39:14 | 2024-09-12T16:24:48 | null | NONE | null | ### Describe the bug
I'd expect the following code to download just the validation split but instead I get all data on my disk (train, test and validation splits)
`
from datasets import load_dataset
dataset = load_dataset("imagenet-1k", split="validation", trust_remote_code=True)
`
Is it expected to work li... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6792 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6792/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6792/comments | https://api.github.com/repos/huggingface/datasets/issues/6792/events | https://github.com/huggingface/datasets/pull/6792 | 2,231,318,682 | PR_kwDODunzps5sBEyn | 6,792 | Fix cache conflict in `_check_legacy_cache2` | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6792). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-08T14:05:42 | 2024-04-09T11:34:08 | 2024-04-09T11:27:58 | MEMBER | null | It was reloading from the wrong cache dir because of a bug in `_check_legacy_cache2`. This function should not trigger if there are config_kwars like `sample_by=`
fix https://github.com/huggingface/datasets/issues/6758 | {
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"I realized I was passing a string column to this instead of float. Is it possible to add a warning or error to prevent users from falsely believing there's a bug?",
"Hello!\r\n\r\nI agree that we could add some safeguards around the type of `ds[column]`. At least for FAISS, we need the column to be made of embed... | 2024-04-08T01:57:03 | 2024-04-11T15:38:05 | 2024-04-11T15:38:05 | NONE | null | ### Describe the bug
Calling `add_faiss_index` on a `Dataset` with a column argument raises a ValueError. The following is the trace
```python
214 def replacement_add(self, x):
215 """Adds vectors to the index.
216 The index must be trained before vectors can be added to it.
217 Th... | {
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https://api.github.com/repos/huggingface/datasets/issues/6790 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6790/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6790/comments | https://api.github.com/repos/huggingface/datasets/issues/6790/events | https://github.com/huggingface/datasets/issues/6790 | 2,229,915,236 | I_kwDODunzps6E6c5k | 6,790 | PyArrow 'Memory mapping file failed: Cannot allocate memory' bug | {
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"Thanks for a very clean explanation. This happened to me too, and I don't have sudo access to update the value. I wonder if there might be another workaround.",
"One option is to just have more data in each file - /proc/sys/vm/max_map_count limits the maximum number of concurrently open files, but I don't know i... | 2024-04-07T19:25:39 | 2024-09-06T19:09:37 | null | NONE | null | ### Describe the bug
Hello,
I've been struggling with a problem using Huggingface datasets caused by PyArrow memory allocation. I finally managed to solve it, and thought to document it since similar issues have been raised here before (https://github.com/huggingface/datasets/issues/5710, https://github.com/huggi... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6789 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6789/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6789/comments | https://api.github.com/repos/huggingface/datasets/issues/6789/events | https://github.com/huggingface/datasets/issues/6789 | 2,229,527,001 | I_kwDODunzps6E4-HZ | 6,789 | Issue with map | {
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"Default `writer_batch_size `is set to 1000 (see [map](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/main_classes#datasets.Dataset.map)).\r\nThe \"tmp1335llua\" is probably the temp file it creates while writing to disk.\r\nMaybe try lowering the `writer_batch_size`.\r\n\r\nFor multi-processing ... | 2024-04-07T02:52:06 | 2024-07-23T12:41:38 | null | NONE | null | ### Describe the bug
Map has been taking extremely long to preprocess my data.
It seems to process 1000 examples (which it does really fast in about 10 seconds), then it hangs for a good 1-2 minutes, before it moves on to the next batch of 1000 examples.
It also keeps eating up my hard drive space for some reaso... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6788 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6788/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6788/comments | https://api.github.com/repos/huggingface/datasets/issues/6788/events | https://github.com/huggingface/datasets/issues/6788 | 2,229,207,521 | I_kwDODunzps6E3wHh | 6,788 | A Question About the Map Function | {
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"All data is saved in the arrow format on disk.\r\nIf you return a tensor it gets converted to arrow before saving to disk when using map.\r\n\r\nTo get a tensor when you access data elements you can use `dataset.set_format(\"pt\")`.\r\nNote that this just changes how the data is loaded, not how it is stored.",
"... | 2024-04-06T11:45:23 | 2024-04-11T05:29:35 | 2024-04-11T05:29:35 | NONE | null | ### Describe the bug
Hello,
I have a question regarding the map function in the Hugging Face datasets.
The situation is as follows: when I load a jsonl file using load_dataset(..., streaming=False), and then utilize the map function to process it, I specify that the returned example should be of type Torch.ten... | {
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https://api.github.com/repos/huggingface/datasets/issues/6787 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6787/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6787/comments | https://api.github.com/repos/huggingface/datasets/issues/6787/events | https://github.com/huggingface/datasets/issues/6787 | 2,229,103,264 | I_kwDODunzps6E3Wqg | 6,787 | TimeoutError in map | {
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"From my current understanding, this timeout is only used when we need to get the results.\r\n\r\nOne of:\r\n1. All tasks are done\r\n2. One worker died\r\n\r\nYour function should work fine and it's definitely a bug if it doesn't.",
"When one of the `map`'s worker processes crashes, the linked code re-raises an ... | 2024-04-06T06:25:39 | 2024-08-14T02:09:57 | null | CONTRIBUTOR | null | ### Describe the bug
```python
from datasets import Dataset
def worker(example):
while True:
continue
example['a'] = 100
return example
data = Dataset.from_list([{"a": 1}, {"a": 2}])
data = data.map(worker)
print(data[0])
```
I'm implementing a worker function whose runtime will de... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6786 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6786/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6786/comments | https://api.github.com/repos/huggingface/datasets/issues/6786/events | https://github.com/huggingface/datasets/pull/6786 | 2,228,463,776 | PR_kwDODunzps5r3kWg | 6,786 | Make Image cast storage faster | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6786). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Hi ! Thanks for diving into this, this conversion to python lists is indeed quite slow.... | 2024-04-05T17:00:46 | 2024-10-01T09:09:14 | null | CONTRIBUTOR | null | PR for issue #6782.
Makes `cast_storage` of the `Image` class faster by removing the slow call to `.pylist`.
Instead directly convert each `ListArray` item to either `Array2DExtensionType` or `Array3DExtensionType`.
This also preserves the `dtype` removing the warning if the array is already `uint8`. | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6785 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6785/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6785/comments | https://api.github.com/repos/huggingface/datasets/issues/6785/events | https://github.com/huggingface/datasets/pull/6785 | 2,228,429,852 | PR_kwDODunzps5r3dCw | 6,785 | rename datasets-server to dataset-viewer | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6785). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-05T16:37:05 | 2024-04-08T12:41:13 | 2024-04-08T12:35:02 | COLLABORATOR | null | See https://github.com/huggingface/dataset-viewer/issues/2650
Tell me if it's OK, or if it's a breaking change that must be handled differently.
Also note that the docs page is still https://huggingface.co/docs/datasets-server/, so I didn't change it.
And the API URL is still https://datasets-server.huggingfac... | {
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https://api.github.com/repos/huggingface/datasets/issues/6784 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6784/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6784/comments | https://api.github.com/repos/huggingface/datasets/issues/6784/events | https://github.com/huggingface/datasets/pull/6784 | 2,228,390,504 | PR_kwDODunzps5r3UTj | 6,784 | Extract data on the fly in packaged builders | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6784). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"CI failures are unrelated, so this is ready for the review",
"<details>\n<summary>Sho... | 2024-04-05T16:12:25 | 2024-04-16T16:37:47 | 2024-04-16T16:31:29 | COLLABORATOR | null | Instead of waiting for data files to be extracted in the packaged builders, we can prepend the compression prefix and extract them as they are being read (using `fsspec`). This saves disk space (deleting extracted archives is not set by default) and slightly speeds up dataset generation (less disk reads) | {
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https://api.github.com/repos/huggingface/datasets/issues/6783 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6783/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6783/comments | https://api.github.com/repos/huggingface/datasets/issues/6783/events | https://github.com/huggingface/datasets/issues/6783 | 2,228,179,466 | I_kwDODunzps6Ez1IK | 6,783 | AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook | {
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"Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n",
"Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)."
] | 2024-04-05T14:31:48 | 2024-04-11T17:18:53 | 2024-04-11T17:18:53 | NONE | null | ### Describe the bug
# problem
I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20.
## code for resampling
```
from datasets import load_dataset, Audio
from transformers import AutoFeatureExtractor
from transformers imp... | {
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https://api.github.com/repos/huggingface/datasets/issues/6782 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6782/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6782/comments | https://api.github.com/repos/huggingface/datasets/issues/6782/events | https://github.com/huggingface/datasets/issues/6782 | 2,228,081,955 | I_kwDODunzps6EzdUj | 6,782 | Image cast_storage very slow for arrays (e.g. numpy, tensors) | {
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"This may be a solution that only changes `cast_storage` of `Image`.\r\nHowever, I'm not totally sure that the assumptions hold that are made about the `ListArray`.\r\n\r\n```python\r\nelif pa.types.is_list(storage.type):\r\n from .features import Array3DExtensionType\r\n\r\n def get_shapes(arr):\r\n s... | 2024-04-05T13:46:54 | 2024-04-10T14:36:13 | null | CONTRIBUTOR | null | Update: see comments below
### Describe the bug
Operations that save an image from a path are very slow.
I believe the reason for this is that the image data (`numpy`) is converted into `pyarrow` format but then back to python using `.pylist()` before being converted to a numpy array again.
`pylist` is alread... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6781 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6781/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6781/comments | https://api.github.com/repos/huggingface/datasets/issues/6781/events | https://github.com/huggingface/datasets/pull/6781 | 2,228,026,497 | PR_kwDODunzps5r2DMe | 6,781 | Remove get_inferred_type from ArrowWriter write_batch | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6781). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Close in favor of #6786."
] | 2024-04-05T13:21:05 | 2024-04-09T07:49:11 | 2024-04-09T07:49:11 | CONTRIBUTOR | null | Inferring the type seems to be unnecessary given that the pyarrow array has already been created.
Because pyarrow array creation is sometimes extremely slow this doubles the time write_batch takes. | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6780). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-04T17:45:04 | 2024-04-04T18:46:04 | 2024-04-04T18:23:34 | COLLABORATOR | null | Updates the `wmt_t2t` test to pin the `revision` to the version with a loading script (cc @albertvillanova).
Additionally, it replaces the occurrences of the `lhoestq/test` repo id with `hf-internal-testing/dataset_with_script` and re-enables logging checks in the `Dataset.from_sql` tests. | {
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https://api.github.com/repos/huggingface/datasets/issues/6779 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6779/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6779/comments | https://api.github.com/repos/huggingface/datasets/issues/6779/events | https://github.com/huggingface/datasets/pull/6779 | 2,226,075,551 | PR_kwDODunzps5rvSA8 | 6,779 | Install dependencies with `uv` in CI | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6779). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-04T17:02:51 | 2024-04-08T13:34:01 | 2024-04-08T13:27:44 | COLLABORATOR | null | `diffusers` (https://github.com/huggingface/diffusers/pull/7116) and `huggingface_hub` (https://github.com/huggingface/huggingface_hub/pull/2072) also use `uv` to install their dependencies, so we can do the same here.
It seems to make the "Install dependencies" step in the `ubuntu` jobs 5-8x faster and 1.5-2x in th... | {
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https://api.github.com/repos/huggingface/datasets/issues/6778 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6778/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6778/comments | https://api.github.com/repos/huggingface/datasets/issues/6778/events | https://github.com/huggingface/datasets/issues/6778 | 2,226,040,636 | I_kwDODunzps6Erq88 | 6,778 | Dataset.to_csv() missing commas in columns with lists | {
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"Hello!\r\n\r\nThis is due to how pandas write numpy arrays to csv. [Source](https://stackoverflow.com/questions/54753179/to-csv-saves-np-array-as-string-instead-of-as-a-list)\r\nTo fix this, you can convert them to list yourselves.\r\n\r\n```python\r\ndf = ds.to_pandas()\r\ndf['int'] = df['int'].apply(lambda arr: ... | 2024-04-04T16:46:13 | 2024-04-08T15:24:41 | null | NONE | null | ### Describe the bug
The `to_csv()` method does not output commas in lists. So when the Dataset is loaded back in the data structure of the column with a list is not correct.
Here's an example:
Obviously, it's not as trivial as inserting commas in the list, since its a comma-separated file. But hopefully there... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6777 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6777/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6777/comments | https://api.github.com/repos/huggingface/datasets/issues/6777/events | https://github.com/huggingface/datasets/issues/6777 | 2,224,611,247 | I_kwDODunzps6EmN-v | 6,777 | .Jsonl metadata not detected | {
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"Hi! `metadata.jsonl` (or `metadata.csv`) is the only allowed name for the `imagefolder`'s metadata files.",
"@mariosasko hey i tried with metadata.jsonl also and it still doesn't get the right columns",
"@mariosasko it says metadata.csv not found\r\n<img width=\"1150\" alt=\"image\" src=\"https://github.com/hu... | 2024-04-04T06:31:53 | 2024-04-05T21:14:48 | null | NONE | null | ### Describe the bug
Hi I have the following directory structure:
|--dataset
| |-- images
| |-- metadata1000.csv
| |-- metadata1000.jsonl
| |-- padded_images
Example of metadata1000.jsonl file
{"caption": "a drawing depicts a full shot of a black t-shirt with a triangular pattern on the front there is a white... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6775 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6775/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6775/comments | https://api.github.com/repos/huggingface/datasets/issues/6775/events | https://github.com/huggingface/datasets/issues/6775 | 2,223,457,792 | I_kwDODunzps6Eh0YA | 6,775 | IndexError: Invalid key: 0 is out of bounds for size 0 | {
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"Same problem.",
"Hi! You should be able to fix this by passing `remove_unused_columns=False` to the `transformers` `TrainingArguments` as explained in https://github.com/huggingface/peft/issues/1299.\r\n\r\n(I'm not familiar with Vertex AI, but I'd assume `remove_unused_columns` can be passed as a flag to the do... | 2024-04-03T17:06:30 | 2024-04-08T01:24:35 | null | NONE | null | ### Describe the bug
I am trying to fine-tune llama2-7b model in GCP. The notebook I am using for this can be found [here](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/model_garden/model_garden_pytorch_llama2_peft_finetuning.ipynb).
When I use the dataset given in the exa... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6774 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6774/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6774/comments | https://api.github.com/repos/huggingface/datasets/issues/6774/events | https://github.com/huggingface/datasets/issues/6774 | 2,222,164,316 | I_kwDODunzps6Ec4lc | 6,774 | Generating split is very slow when Image format is PNG | {
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"I think this is due to the speed of reading a `png` image using pillow compared to a `jpg` image.\r\nNotably the same is true with `tiff`, it is even faster than `jpg` in my case."
] | 2024-04-03T07:47:31 | 2024-04-10T17:28:17 | null | NONE | null | ### Describe the bug
When I create a dataset, it gets stuck while generating cached data.
The image format is PNG, and it will not get stuck when the image format is jpeg.
After debugging, I know that it is b... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/6773 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6773/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6773/comments | https://api.github.com/repos/huggingface/datasets/issues/6773/events | https://github.com/huggingface/datasets/issues/6773 | 2,221,049,121 | I_kwDODunzps6EYoUh | 6,773 | Dataset on Hub re-downloads every time? | {
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"The caching works as expected when I try to reproduce this locally or on Colab...",
"hi @mariosasko , Thank you for checking. I also tried running this again just now, and it seems like the `load_dataset()` caches properly (though I'll double check later).\r\n\r\nI think the issue might be in the caching of the ... | 2024-04-02T17:23:22 | 2024-04-08T18:43:45 | 2024-04-08T18:43:45 | NONE | null | ### Describe the bug
Hi, I have a dataset on the hub [here](https://huggingface.co/datasets/manestay/borderlines). It has 1k+ downloads, which I sure is mostly just me and my colleagues working with it. It should have far fewer, since I'm using the same machine with a properly set up HF_HOME variable. However, whene... | {
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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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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6772). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-04-02T15:41:28 | 2024-04-02T16:28:45 | 2024-04-02T16:17:46 | COLLABORATOR | 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/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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"Hi! I've opened a PR in the repo to fix this issue: https://huggingface.co/datasets/RitchieP/VerbaLex_voice/discussions/6",
"@mariosasko Thanks for the PR and help! Guess I could close the issue for now. Appreciate the help!"
] | 2024-04-02T10:24:57 | 2024-04-04T14:22:03 | 2024-04-04T14:22:03 | NONE | null | ### 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/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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"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."
] | 2024-04-01T20:17:48 | 2024-04-11T17:31:44 | 2024-04-11T17:31:44 | NONE | null | ### 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/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 | [] | 2024-04-01T13:18:47 | 2024-04-01T13:36:58 | null | NONE | null | ### 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/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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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6767). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-03-31T16:13:37 | 2024-04-02T14:14:02 | 2024-04-02T14:01:18 | CONTRIBUTOR | null | Fixed the issue #6755 on the typo mistake | {
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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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"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.",
"> Hi! Instead of running `pip install` separately for each package, you should pass all th... | 2024-03-29T19:57:24 | 2024-05-05T13:37:14 | 2024-04-03T14:33:12 | NONE | null | ### 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/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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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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"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)"
] | 2024-03-28T14:52:35 | 2024-04-20T12:16:45 | null | NONE | 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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https://api.github.com/repos/huggingface/datasets/issues/6762 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6762/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6762/comments | https://api.github.com/repos/huggingface/datasets/issues/6762/events | https://github.com/huggingface/datasets/pull/6762 | 2,213,275,468 | PR_kwDODunzps5rDpBe | 6,762 | Allow polars as valid output type | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6762). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"Hello @lhoestq, I added the test and modified [update_data](https://github.com/huggingf... | 2024-03-28T13:40:28 | 2024-08-16T15:54:37 | 2024-08-16T13:10:37 | CONTRIBUTOR | 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/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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"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.",
"Thanks for cleaning this :) I'm also fine with renaming `hf_dataset_url` (and not `get_... | 2024-03-28T09:57:57 | 2024-03-29T13:27:26 | 2024-03-29T13:18:13 | CONTRIBUTOR | 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/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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"The same error with mteb datasets.",
"Unfortunately, I'm unable to reproduce this error locally or on Colab.",
"Here is the requirements.txt from a clean virtual environment (managed by conda) where I only install `datasets` by \r\n`pip install datasets`. \r\nThe pip list:\r\n```\r\naiohttp==3.9.3\r\naiosignal... | 2024-03-28T03:44:26 | 2024-06-19T07:06:40 | null | NONE | null | ### 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/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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] | open | false | null | [] | null | [] | 2024-03-26T17:35:25 | 2024-03-26T17:35:25 | null | NONE | null | ### 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/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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"Thanks for reporting! We are working on a fix."
] | 2024-03-26T14:55:33 | 2024-04-09T11:27:59 | 2024-04-09T11:27:59 | NONE | null | ### 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/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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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6757). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"On slack it was mentioned that it was actually slower for `datasets`, should we close t... | 2024-03-25T17:16:11 | 2024-03-27T16:26:35 | null | CONTRIBUTOR | 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/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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"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 repository with a `.sqlite` file using `load_dataset`... | 2024-03-25T11:48:05 | 2024-03-26T16:09:32 | 2024-03-26T16:09:32 | COLLABORATOR | null | ### 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/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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"Thanks for reporting @fostiropoulos! I've edited your comment to fix the link to the problematic line.\r\n",
"@mariosasko can i take this up?",
"#self-assign"
] | 2024-03-24T21:47:52 | 2024-04-02T14:01:19 | 2024-04-02T14:01:19 | NONE | null | ### 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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"@lhoestq hi 😃, is there something else I need to do to check this change?",
"I added two tests and passed them on my server.\r\n\r\n```\r\npytest tests/packaged_modules/test_cache.py \r\n========================================================================== test session starts ==============================... | 2024-03-24T06:59:15 | 2024-04-15T15:45:44 | 2024-04-15T15:38:51 | CONTRIBUTOR | 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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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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"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",
"Same here.",
"> I have the same problem\r\n> It seems that it only appears when you are using GPU\r\n> It seems to work fine with the 2.17 version though\r\n\r\nI downgrade... | 2024-03-24T03:01:30 | 2024-10-02T11:49:35 | 2024-03-30T00:23:49 | NONE | null | ### 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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"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)`."
] | 2024-03-23T20:53:56 | 2024-04-10T15:21:33 | null | NONE | null | ### 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/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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"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.",
"I was mistaken on the intent of those functions, closing the PR."
] | 2024-03-23T16:32:08 | 2024-03-26T00:40:57 | 2024-03-26T00:40:57 | NONE | 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/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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"Are you using `HF_DATASETS_OFFLINE=1` ?",
"> Are you using `HF_DATASETS_OFFLINE=1` ?\r\n\r\nThis doesn't work for me. `datasets=2.18.0`\r\n\r\n`test.py`:\r\n```\r\nimport datasets\r\n\r\ndatasets.utils.logging.set_verbosity_info()\r\n\r\nds = datasets.load_dataset('C-MTEB/AFQMC', revision='b44c3b011063adb25877c1... | 2024-03-23T01:06:32 | 2024-04-15T15:38:52 | 2024-04-15T15:38:52 | NONE | null | ### 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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"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.",
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"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 returned dict has 2 keys, but each value in the dict has ... | 2024-03-22T01:49:13 | 2024-03-22T16:43:57 | null | NONE | null | ### 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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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6747). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-03-21T21:25:49 | 2024-03-22T16:40:15 | 2024-03-22T16:28:40 | CONTRIBUTOR | null | There were a few fixes released recently, some DVC ecosystem packages require newer version of `fsspec`. | {
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"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 configuration name \"allenai--c4\":\r\n\r\n```pyth... | 2024-03-21T02:53:04 | 2024-09-18T19:57:14 | 2024-07-29T07:21:08 | NONE | null | ### 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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"It's not twitter here"
] | 2024-03-20T20:54:06 | 2024-03-21T12:28:04 | 2024-03-21T10:24:56 | NONE | null | ### 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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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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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6741). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-03-19T10:48:32 | 2024-03-25T16:35:21 | 2024-03-25T16:23:59 | MEMBER | 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
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] | closed | false | null | [] | null | [] | 2024-03-18T20:00:39 | 2024-03-27T18:19:48 | 2024-03-27T18:19:20 | NONE | null | ### 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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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6739). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-03-18T16:43:06 | 2024-03-19T15:35:57 | 2024-03-19T15:29:42 | COLLABORATOR | 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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"It looks like a bug, by default every feature should be nullable.",
"I've linked a PR with a fix :)",
"@mariosasko awesome thank you!"
] | 2024-03-18T14:31:47 | 2024-03-20T10:24:15 | 2024-03-19T20:05:20 | CONTRIBUTOR | null | 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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"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 `fsspec`",
"I had the same issue! \r\nDowngrading t... | 2024-03-16T19:28:46 | 2024-07-23T14:23:28 | 2024-05-13T11:32:57 | NONE | null | ### 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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] | open | false | null | [] | null | [
"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 though...\r\n\r\nAnyway for those interested, the cod... | 2024-03-16T18:42:04 | 2024-03-18T15:13:34 | null | NONE | null | ### 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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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6735). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>... | 2024-03-15T17:21:12 | 2024-03-18T15:47:48 | 2024-03-18T15:41:33 | COLLABORATOR | 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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"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 `map()` function. So at the very end of `map()`, ... | 2024-03-15T03:27:36 | 2024-04-11T10:48:07 | null | NONE | null | ### 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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"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."
] | 2024-03-14T16:41:27 | 2024-03-15T18:09:02 | null | NONE | null | ### 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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