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https://api.github.com/repos/huggingface/datasets/issues/5252
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1,451,765,838
PR_kwDODunzps5DCI1U
5,252
Support for decoding Image/Audio types in map when format type is not default one
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5252). All of your documentation changes will be reflected on that endpoint.", "Yes, if the image column is the first in the batch keys, it will ...
2022-11-16T15:02:13Z
2022-12-13T17:01:54Z
2022-12-13T16:59:04Z
CONTRIBUTOR
null
Add support for decoding the `Image`/`Audio` types in `map` for the formats (Numpy, TF, Jax, PyTorch) other than the default one (Python). Additional improvements: * make `Dataset`'s "iter" API cleaner by removing `_iter` and replacing `_iter_batches` with `iter(batch_size)` (also implemented for `IterableDataset`...
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Docs are not generated after latest release
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[ "After a discussion with @mishig25:\r\n- He said that this action should be triggered if we call our release branch according to the regex `v*-release`, as transformers does\r\n- I said that our procedure is different: our release branch is *temporary* and it is deleted just after the release PR is merged to main\r...
2022-11-16T14:59:31Z
2022-11-22T16:27:50Z
2022-11-22T16:27:50Z
MEMBER
null
After the latest `datasets` release version 0.7.0, the docs were not generated. As we have changed the release procedure (so that now we do not push directly to main branch), maybe we should also change the corresponding GitHub action: https://github.com/huggingface/datasets/blob/edf1902f954c5568daadebcd8754bdad4...
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5,250
Change release procedure to use only pull requests
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5250). All of your documentation changes will be reflected on that endpoint.", "The docs for this PR live [here](https://moon-ci-docs.huggingface...
2022-11-16T14:35:32Z
2022-11-22T16:30:58Z
2022-11-22T16:27:48Z
MEMBER
null
This PR changes the release procedure so that: - it only make changes to main branch via pull requests - it is no longer necessary to directly commit/push to main branch Close #5251.
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I_kwDODunzps5WhxDX
5,249
Protect the main branch from inadvertent direct pushes
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2022-11-16T14:19:03Z
2022-11-16T14:36:14Z
null
MEMBER
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We have decided to implement a protection mechanism in this repository, so that nobody (not even administrators) can inadvertently push accidentally directly to the main branch. See context here: - d7c942228b8dcf4de64b00a3053dce59b335f618 To do: - [x] Protect main branch - Settings > Branches > Branch protec...
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5,248
Complete doc migration
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5248). All of your documentation changes will be reflected on that endpoint.", "Thanks for the fix @mishig25.\r\n\r\nI guess this is the reason why the docs are not generated for the latest release version 2.7.0? https://huggin...
2022-11-16T10:41:04Z
2022-11-16T15:06:50Z
2022-11-16T10:41:10Z
CONTRIBUTOR
null
Reverts huggingface/datasets#5214 Everything is handled on the doc-builder side now 😊
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Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5247). All of your documentation changes will be reflected on that endpoint." ]
2022-11-16T10:17:31Z
2022-11-16T10:22:20Z
2022-11-16T10:17:50Z
MEMBER
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Release: 2.7.0
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-16T09:32:44Z
2022-11-16T09:39:42Z
2022-11-16T09:37:03Z
MEMBER
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5,245
Unable to rename columns in streaming dataset
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[ "Hi @peregilk this bug is directly related to https://github.com/huggingface/datasets/issues/3888, and still not fixed... But I'll try to have a look!", "Thanks @alvarobartt. It is great if you are able to fix it, but when reading the explanation it seems like it is possible to work around it.\r\n\r\nWe also trie...
2022-11-15T21:04:41Z
2022-11-28T12:53:24Z
2022-11-28T12:53:24Z
NONE
null
### Describe the bug Trying to rename column in a streaming datasets, destroys the features object. ### Steps to reproduce the bug The following code illustrates the error: ``` from datasets import load_dataset dataset = load_dataset('mc4', 'en', streaming=True, split='train') dataset.info.features # {'text':...
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1,450,019,225
I_kwDODunzps5WbYmZ
5,244
Allow dataset streaming from private a private source when loading a dataset with a dataset loading script
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[ "Hi ! What kind of private source ? We're exploring adding support for cloud storage and URIs like s3://, gs:// etc. with authentication in the download manager", "Hello! It's a google cloud storage, so gs://, but I'm using it with https.\r\nBeing able to provide a file system like [here](https://huggingface.co/d...
2022-11-15T16:02:10Z
2022-11-23T14:02:30Z
null
CONTRIBUTOR
null
### Feature request Add arguments to the function _get_authentication_headers_for_url_ like custom_endpoint and custom_token in order to add flexibility when downloading files from a private source. It should also be possible to provide these arguments from the dataset loading script, maybe giving them to the dl_...
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1,449,523,962
I_kwDODunzps5WZfr6
5,243
Download only split data
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[ "Hi @capsabogdan! Unfortunately, it's hard to implement because quite often datasets data is being hosted in a single archive for all splits :( So we have to download the whole archive to split it into splits. This is the case for CommonVoice too. \r\n\r\nHowever, for cases when data is distributed in separate arch...
2022-11-15T10:15:54Z
2023-05-02T09:27:51Z
null
NONE
null
### Feature request Is it possible to download only the data that I am requesting and not the entire dataset? I run out of disk spaceas it seems to download the entire dataset, instead of only the part needed. common_voice["test"] = load_dataset("mozilla-foundation/common_voice_11_0", "en", split="test", ...
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1,449,069,382
I_kwDODunzps5WXwtG
5,242
Failed Data Processing upon upload with zip file full of images
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[ "cc @abhishekkrthakur @SBrandeis " ]
2022-11-15T02:47:52Z
2022-11-15T17:59:23Z
null
NONE
null
I went to autotrain and under image classification arrived where it was time to prepare my dataset. Screenshot below ![image](https://user-images.githubusercontent.com/82735473/201814099-3cc5ff8a-88dc-4f5f-8140-f19560641d83.png) I chose the method 2 option. I have a csv file with two columns. ~23,000 files. I...
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1,448,510,407
PR_kwDODunzps5C3MTG
5,241
Support hfh rc version
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-14T18:05:47Z
2022-11-15T16:11:30Z
2022-11-15T16:09:31Z
MEMBER
null
otherwise the code doesn't work for hfh 0.11.0rc0 following #5237
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1,448,478,617
PR_kwDODunzps5C3Fe6
5,240
Cleaner error tracebacks for dataset script errors
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq Good catch! This currently leads to an AttributeError (due to `writer` being None) on this line:\r\nhttps://github.com/huggingface/datasets/blob/fed1628d49a91f9ae259ddf6edbb252c7972d9a3/src/datasets/builder.py#L1552\r\n" ]
2022-11-14T17:42:02Z
2022-11-15T18:26:48Z
2022-11-15T18:24:38Z
CONTRIBUTOR
null
Make the traceback of the errors raised in `_generate_examples` cleaner for easier debugging. Additionally, initialize the `writer` in the for-loop to avoid the `ValueError` from `ArrowWriter.finalize` raised in the `finally` block when no examples are yielded before the `_generate_examples` error. <details> <s...
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5,239
Add num_proc to from_csv/generator/json/parquet/text
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5239). All of your documentation changes will be reflected on that endpoint.", "I ended up moving `num_proc` to `AbstractDatasetReader.__init__` :)\r\n\r\nLet me know if it sounds good to you now" ]
2022-11-14T14:53:00Z
2022-12-06T15:39:10Z
2022-12-06T15:39:09Z
MEMBER
null
Allow multiprocessing to from_* methods
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1,448,211,251
PR_kwDODunzps5C2L9h
5,238
Make `Version` hashable
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-14T14:52:55Z
2022-11-14T15:30:02Z
2022-11-14T15:27:35Z
CONTRIBUTOR
null
Add `__hash__` to the `Version` class to make it hashable (and remove the unneeded methods), as `Version("0.0.0")` is the default value of `BuilderConfig.version` and the default fields of a dataclass need to be hashable in Python 3.11. Fix https://github.com/huggingface/datasets/issues/5230
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5,237
Encode path only for old versions of hfh
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-14T14:46:57Z
2022-11-14T17:38:18Z
2022-11-14T17:35:59Z
MEMBER
null
Next version of `huggingface-hub` 0.11 does encode the `path`, and we don't want to encode twice
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5,236
Handle ArrowNotImplementedError caused by try_type being Image or Audio in cast
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Not sure how we can have a test that is relevant for this though - feel free to add one if you have ideas\r\n\r\nYes, this was my reasoning for not adding a test. This change is pretty simple, so I think it's OK not to have a test ...
2022-11-14T14:38:59Z
2022-11-14T16:04:29Z
2022-11-14T16:01:48Z
CONTRIBUTOR
null
Handle the `ArrowNotImplementedError` thrown when `try_type` is `Image` or `Audio` and the input array cannot be converted to their storage formats. Reproducer: ```python from datasets import Dataset from PIL import Image import requests ds = Dataset.from_dict({"image": [Image.open(requests.get("https://uploa...
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5,235
Pin `typer` version in tests to <0.5 to fix Windows CI
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2022-11-14T13:17:02Z
2022-11-14T15:43:01Z
2022-11-14T13:41:12Z
CONTRIBUTOR
null
Otherwise `click` fails on Windows: ``` Traceback (most recent call last): File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 193, in _run_module_as_main "__main__", mod_spec) File "C:\hostedtoolcache\windows\Python\3.7.9\x64\lib\runpy.py", line 85, in _run_code exec(code, run_glob...
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5,234
fix: dataset path should be absolute
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[ "Good catch thanks ! Have you tried to use the absolue path in `MemoryMappedTable.__init__` in `table.py`?\r\n\r\nI think it can fix issues with relative paths at more levels than just fixing it `load_from_disk`. If it works I think it would be a more robust fix to this issue", "@lhoestq right, that actually fixe...
2022-11-14T12:47:40Z
2022-12-07T23:49:22Z
2022-12-07T23:46:34Z
CONTRIBUTOR
null
cache_file_name depends on dataset's path. A simple way where this could cause a problem: ``` import os import datasets def add_prefix(example): example["text"] = "Review: " + example["text"] return example ds = datasets.load_from_disk("a/relative/path") os.chdir("/tmp") ds_1 = ds.map(add_...
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5,233
Fix shards in IterableDataset.from_generator
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-14T11:42:09Z
2022-11-14T14:16:03Z
2022-11-14T14:13:22Z
MEMBER
null
Allow to define a sharded iterable dataset
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Incompatible dill versions in datasets 2.6.1
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[ "Thanks for reporting, @vinaykakade.\r\n\r\nWe are discussing about making a release early this week.\r\n\r\nPlease note that in the meantime, in your specific case (as we also pointed out here: https://github.com/huggingface/datasets/issues/5162#issuecomment-1291720293), you can circumvent the issue by pinning `mu...
2022-11-12T06:46:23Z
2022-11-14T08:24:43Z
2022-11-14T08:07:59Z
NONE
null
### Describe the bug datasets version 2.6.1 has a dependency on dill<0.3.6. This causes a conflict with dill>=0.3.6 used by multiprocess dependency in datasets 2.6.1 This issue is already fixed in https://github.com/huggingface/datasets/pull/5166/files, but not yet been released. Please release a new version of the...
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1,445,883,267
I_kwDODunzps5WLm2D
5,231
Using `set_format(type='torch', columns=columns)` makes Array2D/3D columns stop formatting correctly
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[ "In case others find this, the problem was not with set_format, but my usages of `to_pandas()` and `from_pandas()` which I was using during dataset splitting; somewhere in the chain of converting to and from pandas the `Array2D/Array3D` types get converted to series of `Sequence()` types" ]
2022-11-11T18:54:36Z
2022-11-11T20:42:29Z
2022-11-11T18:59:50Z
NONE
null
I have a Dataset with two Features defined as follows: ``` 'image': Array3D(dtype="int64", shape=(3, 224, 224)), 'bbox': Array2D(dtype="int64", shape=(512, 4)), ``` On said dataset, if I `dataset.set_format(type='torch')` and then use the dataset in a dataloader, these columns are correctly cast to Tensors of ...
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1,445,507,580
I_kwDODunzps5WKLH8
5,230
dataclasses error when importing the library in python 3.11
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[ "I opened [this issue](https://github.com/python/cpython/issues/99401).\r\nPython's maintainers say that the issue is caused by [this change](https://docs.python.org/3.11/whatsnew/3.11.html#dataclasses).\r\nI believe adding a `__hash__` method to `datasets.utils.version.Version` should solve (at least partially) th...
2022-11-11T13:53:49Z
2023-05-09T12:17:30Z
2022-11-14T15:27:37Z
NONE
null
### Describe the bug When I import datasets using python 3.11 the dataclasses standard library raises the following error: `ValueError: mutable default <class 'datasets.utils.version.Version'> for field version is not allowed: use default_factory` When I tried to import the library using the following jupyter note...
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1,445,121,028
I_kwDODunzps5WIswE
5,229
Type error when calling `map` over dataset containing 0-d tensors
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[ "Hi! \r\n\r\nWe could address this by calling `.item()` on such tensors to extract the value, but this would lose us the type, which could lead to storing the generated dataset in a suboptimal format. Considering this, I think the only proper fix would be implementing support for 0-D tensors on Apache Arrow's side ...
2022-11-11T08:27:28Z
2023-01-13T16:00:53Z
2023-01-13T16:00:53Z
NONE
null
### Describe the bug 0-dimensional tensors in a dataset lead to `TypeError: iteration over a 0-d array` when calling `map`. It is easy to generate such tensors by using `.with_format("...")` on the whole dataset. ### Steps to reproduce the bug ``` ds = datasets.Dataset.from_list([{"a": 1}, {"a": 1}]).with_fo...
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1,444,763,105
I_kwDODunzps5WHVXh
5,228
Loading a dataset from the hub fails if you happen to have a folder of the same name
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[ "`load_dataset` first checks for a local directory before checking for the Hub.\r\n\r\nTo make it explicit that it has to fetch the Hub, we could support the `hffs` syntax:\r\n```python\r\nload_dataset(\"hf://datasets/glue\")\r\n```\r\n\r\nwould that work for you ? Also cc @mariosasko who's leading the `hffs` proje...
2022-11-11T00:51:54Z
2023-05-03T23:23:04Z
null
NONE
null
### Describe the bug I'm not 100% sure this should be considered a bug, but it was certainly annoying to figure out the cause of. And perhaps I am just missing a specific argument needed to avoid this conflict. Basically I had a situation where multiple workers were downloading different parts of the glue dataset and ...
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1,444,620,094
I_kwDODunzps5WGyc-
5,227
datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files
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[ "Fixed. Please close." ]
2022-11-10T21:57:06Z
2022-11-10T22:05:43Z
2022-11-10T22:05:43Z
NONE
null
### Describe the bug From these lines: from datasets import list_datasets, load_dataset dataset = load_dataset("wikisql","binary") I get error message: datasets.data_files.EmptyDatasetError: The directory at wikisql doesn't contain any data files And yet the 'wikisql' is reported to exist via the list_datas...
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1,444,385,148
I_kwDODunzps5WF5F8
5,226
Q: Memory release when removing the column?
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[ "Hi ! Datasets are memory mapped from your disk, i.e. they're not loaded in RAM. This is possible thanks to the Arrow data format.\r\n\r\nTherefore the column you remove is not in RAM, so removing it doesn't cause the RAM to decrease.", "Thanks for the explanation! @lhoestq \r\nI wonder since it is memory mapped,...
2022-11-10T18:35:27Z
2022-11-29T15:10:10Z
2022-11-29T15:10:10Z
NONE
null
### Describe the bug How do I release memory when I use methods like `.remove_columns()` or `clear()` in notebooks? ```python from datasets import load_dataset common_voice = load_dataset("mozilla-foundation/common_voice_11_0", "ja", use_auth_token=True) # check memory -> RAM Used (GB): 0.704 / Total (GB) 33.670...
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1,444,305,183
I_kwDODunzps5WFlkf
5,225
Add video feature
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[ "@NielsRogge @rwightman may have additional requirements regarding this feature.\r\n\r\nWhen adding a new (decodable) type, the hardest part is choosing the right decoding library. What I mean by \"right\" here is that it has all the features we need and is easy to install (with GPU support?).\r\n\r\nSome candidate...
2022-11-10T17:36:11Z
2022-12-02T15:13:15Z
null
CONTRIBUTOR
null
### Feature request Add a `Video` feature to the library so folks can include videos in their datasets. ### Motivation Being able to load Video data would be quite helpful. However, there are some challenges when it comes to videos: 1. Videos, unlike images, can end up being extremely large files 2. Often times ...
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5,224
Seems to freeze when loading audio dataset with wav files from local folder
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[ "I just tried to do the same but changing the `.wav` files to `.mp3` files and that doesn't fix it.", "I don't know if anyone will ever read this but I've tried to upload the same dataset with google colab and the output seems more clarifying. I didn't specify the train/test split so the dataset wasn't fully uplo...
2022-11-10T10:29:31Z
2023-04-25T09:54:05Z
2022-11-22T11:24:19Z
NONE
null
### Describe the bug I'm following the instructions in [https://huggingface.co/docs/datasets/audio_load#audiofolder-with-metadata](url) to be able to load a dataset from a local folder. I have everything into a folder, into a train folder and then the audios and csv. When I try to load the dataset and run from term...
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PR_kwDODunzps5CjT9Z
5,223
Add SQL guide
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5223). All of your documentation changes will be reflected on that endpoint.", "I think we may want more content on this page that's not SQL related. Some of that content probably already lives in the main `load` docs page, but...
2022-11-09T19:10:27Z
2022-11-15T17:40:25Z
2022-11-15T17:40:21Z
MEMBER
null
This PR adapts @nateraw's awesome SQL notebook as a guide for the docs!
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1,442,412,507
I_kwDODunzps5V-Xfb
5,222
HuggingFace website is incorrectly reporting that my datasets are pickled
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[ "cc @McPatate maybe you know what's happening ?", "Yes I think I know what is happening. We check in zips for pickles, and the UI must display the pickle jar when a scan has an associated list of imports, even when empty.\r\n~I'll fix ASAP !~", "> I'll fix ASAP !\r\n\r\nActually I'd rather leave it like that f...
2022-11-09T16:41:16Z
2022-11-09T18:10:46Z
2022-11-09T18:06:57Z
NONE
null
### Describe the bug HuggingFace is incorrectly reporting that my datasets are pickled. They are not picked, they are simple ZIP files containing PNG images. Hopefully this is the right location to report this bug. ### Steps to reproduce the bug Inspect my dataset respository here: https://huggingface.co/datasets...
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1,442,309,094
I_kwDODunzps5V9-Pm
5,221
Cannot push
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[ "Did you run `huggingface-cli lfs-enable-largefiles` before committing or before adding ? Maybe you can try before adding\r\n\r\nAnyway I'd encourage you to split your data into several TAR archives if possible, this way the dataset can loaded faster using multiprocessing (by giving each process a subset of shards ...
2022-11-09T15:32:05Z
2022-11-10T18:11:21Z
2022-11-10T18:11:11Z
NONE
null
### Describe the bug I am facing the issue when I try to push the tar.gz file around 11G to HUB. ``` (venv) ╭─laptop@laptop ~/PersonalProjects/data/ulaanbal_v0 ‹main●› ╰─$ du -sh * 4.0K README.md 13G data 516K test.jsonl 18M train.jsonl 4.0K ulaanbal_v0.py 11G ulaanbal_v0.tar.gz 452K validation.jsonl...
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I_kwDODunzps5V7g15
5,220
Implicit type conversion of lists in to_pandas
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[ "I think this behavior comes from PyArrow:\r\n```python\r\nimport pyarrow as pa\r\nt = pa.table({\"a\": [[0]]})\r\nt.to_pandas().a.values[0]\r\n# array([0])\r\n```\r\n\r\nI believe this has to do with zero-copy: you can get a pandas DataFrame without copying the buffers from arrow, and therefore end up with numpy a...
2022-11-09T08:40:18Z
2022-11-10T16:12:26Z
2022-11-10T16:12:26Z
CONTRIBUTOR
null
### Describe the bug ``` ds = Dataset.from_list([{'a':[1,2,3]}]) ds.to_pandas().a.values[0] ``` Results in `array([1, 2, 3])` -- a rather unexpected conversion of types which made downstream tools expecting lists not happy. ### Steps to reproduce the bug See snippet ### Expected behavior Keep the original typ...
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1,441,255,910
I_kwDODunzps5V59Hm
5,219
Delta Tables usage using Datasets Library
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[ "Hi ! Interesting :) Can you provide concrete examples of cases where it can be useful ?", "Few example blogs and posts that might help on this - \r\n\r\n1. https://hevodata.com/learn/databricks-delta-tables/\r\n2. https://docs.databricks.com/delta/index.html\r\n\r\nBasically, we are looking at utility of Dataset...
2022-11-09T02:43:56Z
2023-03-02T19:29:12Z
null
NONE
null
### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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1,441,254,194
I_kwDODunzps5V58sy
5,218
Delta Tables usage using Datasets Library
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2022-11-09T02:42:18Z
2022-11-09T02:42:36Z
2022-11-09T02:42:36Z
NONE
null
### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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PR_kwDODunzps5CetXs
5,217
Reword E2E training and inference tips in the vision guides
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-09T02:40:01Z
2022-11-10T01:38:09Z
2022-11-10T01:36:09Z
MEMBER
null
Reference: https://github.com/huggingface/datasets/pull/5188#discussion_r1012148730
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1,441,041,947
I_kwDODunzps5V5I4b
5,216
save_elasticsearch_index
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[ "Hi ! I think there exist tools to dump and reload an index in your elastic search but I'm not super familiar with it.\r\n\r\nAnyway after reloading an index in elastic search you can call `ds.load_elasticsearch_index` which will connect the index to the dataset without re-indexing" ]
2022-11-08T23:06:52Z
2022-11-09T13:16:45Z
null
NONE
null
Hi, I am new to Dataset and elasticsearch. I was wondering is there any equivalent approach to save elasticsearch index as of save_faiss_index locally for later use, to remove the need to re-index a dataset?
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Update github pr docs actions
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5214). All of your documentation changes will be reflected on that endpoint." ]
2022-11-08T14:43:37Z
2022-11-08T15:39:58Z
2022-11-08T15:39:57Z
CONTRIBUTOR
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5,213
Add support for different configs with `push_to_hub`
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2022-11-08T11:45:47Z
2022-12-02T16:48:23Z
2022-12-02T16:44:07Z
CONTRIBUTOR
null
will solve #5151 @lhoestq @albertvillanova @mariosasko This is still a super draft so please ignore code issues but I want to discuss some conceptually important things. I suggest a way to do `.push_to_hub("repo_id", "config_name")` with pushing parquet files to directories named as `config_name` (inside `data...
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Fix CI require_beam maximum compatible dill version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5212). All of your documentation changes will be reflected on that endpoint." ]
2022-11-08T07:30:01Z
2022-11-15T06:32:27Z
2022-11-15T06:32:26Z
MEMBER
null
A previous commit to main branch introduced an additional requirement on maximum compatible `dill` version with `apache-beam` in our CI `require_beam`: - d7c942228b8dcf4de64b00a3053dce59b335f618 - ec222b220b79f10c8d7b015769f0999b15959feb This PR fixes the maximum compatible `dill` version with `apache-beam`, which...
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Update Overview.ipynb google colab
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2022-11-07T15:23:52Z
2022-11-29T15:59:48Z
2022-11-29T15:54:17Z
MEMBER
null
- removed metrics stuff - added image example - added audio example (with ffmpeg instructions) - updated the "add a new dataset" section
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Tweak readme
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Nit: We should also update the `Disclaimers` section to let the dataset owners know they should use Hub discussions rather than GH issues for removal requests/updates", "Updated the disclaimers section, thanks !\r\n\r\nDoes it soun...
2022-11-07T14:51:23Z
2022-11-24T11:35:07Z
2022-11-24T11:26:16Z
MEMBER
null
Tweaked some paragraphs mentioning the modalities we support + added a paragraph on security
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5,209
Implement ability to define splits in metadata section of dataset card
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[ "@merveenoyan Do you want different files to be splits or configurations?\r\n\r\nFrom [what you specified in `Readme.md`](https://huggingface.co/datasets/inria-soda/tabular-benchmark/commit/fb4575853772c62a20203bdd6cc0202f5db4ce4e) I hypothesize that you want to have 4 **configs** corresponding to directories: `\"c...
2022-11-07T13:27:16Z
2022-12-21T13:22:29Z
null
CONTRIBUTOR
null
### Feature request If you go here: https://huggingface.co/datasets/inria-soda/tabular-benchmark/tree/main you will see bunch of folders that has various CSV files. I’d like dataset viewer to show these files instead of only one dataset like it currently does. (and also people to be able to load them as splits inste...
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1,438,035,707
PR_kwDODunzps5CTyxu
5,208
Refactor CI hub fixtures to use monkeypatch instead of patch
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-07T09:25:05Z
2022-11-08T06:51:20Z
2022-11-08T06:49:17Z
MEMBER
null
Minor refactoring of CI to use `pytest` `monkeypatch` instead of `unittest` `patch`.
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1,437,858,506
I_kwDODunzps5Vs_rK
5,207
Connection error of the HuggingFace's dataset Hub due to SSLError with proxy
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[ "Hi ! It looks like an issue with your python environment, can you make sure you're able to run GET requests to https://huggingface.co using `requests` in python ?", "\r\nThanks for your reply. Does this mean that I have to use the `do_dataset `function and the `requests `function to download the dataset from the...
2022-11-07T06:56:23Z
2022-11-12T15:31:58Z
null
NONE
null
### Describe the bug It's weird. I could not normally connect the dataset Hub of HuggingFace due to a SSLError in my office. Even when I try to connect using my company's proxy address (e.g., http_proxy and https_proxy), I'm getting the SSLError issue. What should I do to download the datanet stored in Hugg...
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1,437,223,894
I_kwDODunzps5VqkvW
5,206
Use logging instead of printing to console
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[ "Actually upon closer inspection, it is documented in the code that this behavior is intentional, so I'll close this." ]
2022-11-05T23:48:02Z
2022-11-06T00:06:00Z
2022-11-06T00:05:59Z
NONE
null
### Describe the bug Some logs ([here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L778), [here](https://github.com/huggingface/datasets/blob/4a6e1fe2735505efc7e3a3dbd3e1835da0702575/src/datasets/builder.py#L786), and [here](https://github.com/huggingfa...
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1,437,221,987
PR_kwDODunzps5CRO33
5,205
Add missing `DownloadConfig.use_auth_token` value
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-05T23:36:36Z
2022-11-08T08:13:00Z
2022-11-07T16:20:24Z
CONTRIBUTOR
null
This PR solves https://github.com/huggingface/datasets/issues/5204 Now the `token` is propagated so that `DownloadConfig.use_auth_token` value is set before trying to download private files from existing datasets in the Hub.
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1,437,221,259
I_kwDODunzps5VqkGL
5,204
`push_to_hub` not propagating `token` through `DownloadConfig`
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[ "#self-assign", "@lhoestq can you close this issue as part of the recent #5205 merge? Thanks 🤗 ", "Thank you :)" ]
2022-11-05T23:32:20Z
2022-11-08T10:12:09Z
2022-11-08T10:12:08Z
CONTRIBUTOR
null
### Describe the bug When trying to upload a new 🤗 Dataset to the Hub via Python, and providing the `token` as a parameter to the `Dataset.push_to_hub` function, it just works for the first time, assuming that the dataset didn't exist before. But when trying to run `Dataset.push_to_hub` again over the same dataset...
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1,436,710,518
PR_kwDODunzps5CPlnW
5,203
Update canonical links to Hub links
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-04T22:50:50Z
2022-11-07T18:43:05Z
2022-11-07T18:40:19Z
MEMBER
null
This PR updates some of the canonical dataset links to their corresponding links on the Hub; closes #5200.
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5,202
CI fails after bulk edit of canonical datasets
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null
[ "Fixed by: https://huggingface.co/datasets/paws/discussions/1" ]
2022-11-04T10:51:20Z
2023-02-16T09:11:10Z
2023-02-16T09:11:10Z
MEMBER
null
``` ______ test_get_dataset_config_info[paws-labeled_final-expected_splits2] _______ [gw0] linux -- Python 3.7.15 /opt/hostedtoolcache/Python/3.7.15/x64/bin/python path = 'paws', config_name = 'labeled_final' expected_splits = ['train', 'test', 'validation'] @pytest.mark.parametrize( "path, config...
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5,201
Do not sort splits in dataset info
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[ "_The documentation is not available anymore as the PR was closed or merged._", "It would be coherent with https://github.com/huggingface/datasets-server/issues/614#issuecomment-1290534153", "I think we started working on this issue nearly at the same time... :sweat_smile: \r\n- CI was fixed with this: https://...
2022-11-04T10:47:21Z
2022-11-04T14:47:37Z
2022-11-04T14:45:09Z
CONTRIBUTOR
null
I suggest not to sort splits by their names in dataset_info in README so that they are displayed in the order specified in the loading script. Otherwise `test` split is displayed first, see this repo: https://huggingface.co/datasets/paws What do you think? But I added sorting in tests to fix CI (for the same datase...
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5,200
Some links to canonical datasets in the docs are outdated
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[ "Thanks for catching this, I can go through the docs and replace the links to their corresponding datasets on the Hub!" ]
2022-11-04T10:06:21Z
2022-11-07T18:40:20Z
2022-11-07T18:40:20Z
CONTRIBUTOR
null
As we don't have canonical datasets in the github repo anymore, some old links to them doesn't work. I don't know how many of them are there, I found link to SuperGlue here: https://huggingface.co/docs/datasets/dataset_script#multiple-configurations, probably there are more of them. These links should be replaced by li...
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5,199
Deprecate dummy data generation command
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-03T15:05:54Z
2022-11-04T14:01:50Z
2022-11-04T13:59:47Z
CONTRIBUTOR
null
Deprecate the `dummy_data` CLI command.
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1,434,699,165
PR_kwDODunzps5CI49J
5,198
Add note about the name of a dataset script
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null
[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-03T13:51:32Z
2022-11-04T12:47:59Z
2022-11-04T12:46:01Z
CONTRIBUTOR
null
Add note that a dataset script should has the same name as a repo/dir, a bit related to this issue https://github.com/huggingface/datasets/issues/5193 also fixed two minor issues in audio docs (broken links)
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1,434,676,150
PR_kwDODunzps5CI0Ac
5,197
[zstd] Use max window log size
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[ "@albertvillanova Please take a review.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5197). All of your documentation changes will be reflected on that endpoint." ]
2022-11-03T13:35:58Z
2022-11-03T13:45:19Z
null
NONE
null
ZstdDecompressor has a parameter `max_window_size` to limit max memory usage when decompressing zstd files. The default `max_window_size` is not enough when files are compressed by `zstd --ultra` flags. Change `max_window_size` to the zstd's max window size. NOTE, the `zstd.WINDOWLOG_MAX` is the log_2 value of the m...
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1,434,401,646
PR_kwDODunzps5CH439
5,196
Use hfh hf_hub_url function
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5196). All of your documentation changes will be reflected on that endpoint.", "@lhoestq I think we should first agree if `datasets` can introduce the breaking change of ignoring `config.HUB_DATASETS_URL`: some users may have o...
2022-11-03T10:08:09Z
2022-12-06T11:38:17Z
2022-11-09T07:15:12Z
MEMBER
null
Small refactoring to use `hf_hub_url` function from `huggingface_hub`. This PR also creates the `hub` module that will contain all `huggingface_hub` functionalities relevant to `datasets`. This is a necessary stage before implementing the use of the `hfh` caching system (which uses its `hf_hub_url` under the hood...
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5,195
[wip testing docs]
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5195). All of your documentation changes will be reflected on that endpoint." ]
2022-11-03T08:37:34Z
2023-04-04T15:10:37Z
2023-04-04T15:10:33Z
CONTRIBUTOR
null
null
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1,434,206,951
PR_kwDODunzps5CHPNY
5,194
Fix docs about dataset_info in YAML
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-03T07:10:23Z
2022-11-03T13:31:27Z
2022-11-03T13:29:21Z
MEMBER
null
This PR fixes some misalignment in the docs after we transferred the dataset_info from `dataset_infos.json` to YAML in the dataset card: - #4926 Related to: - #5193
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"One or several metadata. were found, but not in the same directory or in a parent directory"
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[ "Also unrelated but still: https://huggingface.co/docs/datasets/image_dataset#generate-the-dataset\r\n```If your loading script passed the test, you should now have a dataset_infos.json file in your dataset folder.```\r\nIt's not the case anymore as it's now in the readme.md, it was confusing to me", "And here is...
2022-11-02T22:46:25Z
2022-11-03T13:39:16Z
2022-11-03T13:35:44Z
NONE
null
### Describe the bug When loading my own dataset, on loading it I get an error. Here is my dataset link: https://huggingface.co/datasets/corentinm7/MyoQuant-SDH-Data And the error after loading with: ```python from datasets import load_dataset load_dataset("corentinm7/MyoQuant-SDH-Data") ``` ```python Downlo...
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1,433,199,790
PR_kwDODunzps5CD2BQ
5,192
Drop labels in Image and Audio folders if files are on different levels in directory or if there is only one label
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5192). All of your documentation changes will be reflected on that endpoint.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5192). All of your documentation changes will be reflected on...
2022-11-02T14:01:41Z
2022-11-15T16:32:53Z
2022-11-15T16:31:07Z
CONTRIBUTOR
null
Will close https://github.com/huggingface/datasets/issues/5153 Drop labels by default (`drop_labels=None`) when: * there are files on different levels of directory hierarchy by checking their path depth * all files are in the same directory (=only one label was inferred) First one fixes cases like this: ``` r...
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5,191
Make torch.Tensor and spacy models cacheable
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-11-02T13:56:18Z
2022-11-02T17:20:48Z
2022-11-02T17:18:42Z
CONTRIBUTOR
null
Override `Pickler.save` to implement deterministic reduction (lazily registered; inspired by https://github.com/uqfoundation/dill/blob/master/dill/_dill.py#L343) functions for `torch.Tensor` and spaCy models. Fix https://github.com/huggingface/datasets/issues/5170, fix https://github.com/huggingface/datasets/issues/...
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5,190
`path` is `None` when downloading a custom audio dataset from the Hub
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[ "Hi! Yes, this is expected behavior - we do this as a security measure to not leak local paths (this info would be useless on other users' machines anyways) and only push audio bytes. \r\n" ]
2022-11-02T11:51:25Z
2022-11-02T12:55:02Z
2022-11-02T12:55:02Z
MEMBER
null
### Describe the bug I've created an [audio dataset](https://huggingface.co/datasets/lewtun/audio-test-push) using the `audiofolder` feature desribed in the [docs](https://huggingface.co/docs/datasets/audio_dataset#audiofolder) and then pushed it to the Hub. Locally, I can see the `audio.path` feature is of the ...
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5,189
Reduce friction in tabular dataset workflow by eliminating having splits when dataset is loaded
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[ "I have to admit I'm not a fan of this idea, as this would result in a non-consistent behavior between tabular and non-tabular datasets, which is confusing if done without the context you provided. Instead, we could consider returning a `Dataset` object rather than `DatasetDict` if there is only one split in the ge...
2022-11-02T09:15:02Z
2022-12-06T12:13:17Z
null
CONTRIBUTOR
null
### Feature request Sorry for cryptic name but I'd like to explain using code itself. When I want to load a specific dataset from a repository (for instance, this: https://huggingface.co/datasets/inria-soda/tabular-benchmark) ```python from datasets import load_dataset dataset = load_dataset("inria-soda/tabular-b...
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5,188
add: segmentation guide.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks @osanseviero. Am I good to merge? ", "I would wait for a second approval just in case :) ", "Sure :) ", "Merging since the images have been pushed as LFS files ([PR](https://huggingface.co/datasets/huggingface/documentat...
2022-11-02T04:34:36Z
2022-11-04T18:25:57Z
2022-11-04T18:23:34Z
MEMBER
null
Closes #5181 I have opened a PR on Hub (https://huggingface.co/datasets/huggingface/documentation-images/discussions/5) to include the images in our central Hub repository. Once the PR is merged I will edit the image links. I have also prepared a [Colab Notebook](https://colab.research.google.com/drive/1BMDCfOT...
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chore: add notebook links to img cls and obj det.
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@nateraw I guess the failing test is unrelated. ", "@sayakpaul Yea failures are unrelated. ", "Alright. Will wait for @osanseviero's take and then merge. ", "FYI @stevhliu ", "@osanseviero @stevhliu @nateraw thank you for yo...
2022-11-02T02:30:09Z
2022-11-03T01:52:24Z
2022-11-03T01:49:56Z
MEMBER
null
Closes https://github.com/huggingface/datasets/issues/5182
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5,186
Incorrect error message when Dataset.from_sql fails and sqlalchemy not installed
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[ "Hi! The first `Dataset.from_sql` call also outputs the \"ImportError: Using URI string without sqlalchemy installed.\" message, but you also get \"During handling of the above exception another exception occurred: ...\" after which the ValueError is printed. I agree that this behavior makes it easy to miss the ori...
2022-11-01T20:25:51Z
2022-11-15T18:24:39Z
2022-11-15T18:24:39Z
CONTRIBUTOR
null
### Describe the bug When calling `Dataset.from_sql` (in my case, with sqlite3), it fails with a message ```ValueError: Please pass `features` or at least one example when writing data``` when I don't have `sqlalchemy` installed. ### Steps to reproduce the bug Make a new sqlite db with `sqlite3` and `pandas` from...
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1,432,021,611
I_kwDODunzps5VWupr
5,185
Allow passing a subset of output features to Dataset.map
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2022-11-01T20:07:20Z
2022-11-01T20:07:34Z
null
CONTRIBUTOR
null
### Feature request Currently, map does one of two things to the features (if I'm not mistaken): * when you do not pass features, types are assumed to be equal to the input if they can be cast, and inferred otherwise * when you pass a full specification of features, output features are set to this However, so...
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5,183
Loading an external dataset in a format similar to conll2003
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2022-11-01T13:18:29Z
2022-11-02T11:57:50Z
2022-11-02T11:57:50Z
NONE
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I'm trying to load a custom dataset in a Dataset object, it's similar to conll2003 but with 2 columns only (word entity), I used the following script: features = datasets.Features( {"tokens": datasets.Sequence(datasets.Value("string")), "ner_tags": datasets.Sequence( datasets.featu...
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5,182
Add notebook / other resource links to the task-specific data loading guides
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[ "Yea this would be great! We would need an object detection tutorial notebook too if it doesn't already exist there. ", "There is one: https://huggingface.co/docs/datasets/object_detection.\r\n\r\nI will start the work. " ]
2022-11-01T07:57:26Z
2022-11-03T01:49:57Z
2022-11-03T01:49:57Z
MEMBER
null
Does it make sense to include links to notebooks / scripts that show how to use a dataset for training / fine-tuning a model? For example, here in [https://huggingface.co/docs/datasets/image_classification] we could include a mention of https://github.com/huggingface/notebooks/blob/main/examples/image_classificatio...
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5,181
Add a guide for semantic segmentation
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[ "Sure this sounds great! Would this be pure torchvision, albumentations, or something else?", "I am considering `torchvision` and `albumentations`. Also [works with TensorFlow](https://github.com/deep-diver/segformer-tf-transformers/blob/main/notebooks/TFSegFormer_Finetune.ipynb). \r\n\r\nI am assigning the issue...
2022-11-01T07:54:50Z
2022-11-04T18:23:36Z
2022-11-04T18:23:36Z
MEMBER
null
Currently, we have these guides for object detection and image classification: * https://huggingface.co/docs/datasets/object_detection * https://huggingface.co/docs/datasets/image_classification I am proposing adding a similar guide for semantic segmentation. I am happy to contribute a PR for it. Cc: @os...
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1,431,012,438
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5,180
An example or recommendations for creating large image datasets?
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[ "The beam utilities allow to prepare a dataset as parquet in your cloud storage. From my perspective this CLI is not super easy to use, but we've been working on a new python API to prepare a dataset in your cloud storage:\r\n```python\r\nfrom datasets import load_dataset_builder\r\n\r\nbuilder = load_dataset_build...
2022-11-01T07:38:38Z
2022-11-02T10:17:11Z
null
MEMBER
null
I know that Apache Beam and `datasets` have [some connector utilities](https://huggingface.co/docs/datasets/beam). But it's a little unclear what we mean by "But if you want to run your own Beam pipeline with Dataflow, here is how:". What does that pipeline do? As a user, I was wondering if we have this support for...
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`map()` fails midway due to format incompatibility
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[ "Cc: @lhoestq ", "You can end up with a list instead of a tensor if all the tensors inside the list can't be stacked together - can you make sure all your inputs are tensors with the same shape ?", "Is there an easy way to ensure it?", "You can make sure your `tokenize` function always return tensors of the s...
2022-11-01T03:57:59Z
2022-11-08T11:35:26Z
2022-11-08T11:35:26Z
MEMBER
null
### Describe the bug I am using the `emotion` dataset from Hub for sequence classification. After training the model, I am using it to generate predictions for all the entries present in the `validation` split of the dataset. ```py def get_test_accuracy(model): def fn(batch): inputs = {k:v.to(device...
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1,430,800,810
I_kwDODunzps5VSEmq
5,178
Unable to download the Chinese `wikipedia`, the dumpstatus.json not found!
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[ "In the dumps page of the wiki (https://dumps.wikimedia.org/zhwiki/), I found the following dumps:\r\n```\r\nIndex of /zhwiki/\r\n[../](https://dumps.wikimedia.org/)\r\n[20220701/](https://dumps.wikimedia.org/zhwiki/20220701/) 21-Aug-2022 01:48 -\r\n[202207...
2022-11-01T03:17:55Z
2022-11-02T08:27:15Z
2022-11-02T08:24:29Z
NONE
null
### Describe the bug I tried: `data = load_dataset('wikipedia', '20220301.zh', beam_runner='DirectRunner')` and `data = load_dataset("wikipedia", language="zh", date="20220301", beam_runner='DirectRunner')` but both got: `FileNotFoundError: Couldn't find file at https://dumps.wikimedia.org/zhwiki/20220301/dumpsta...
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1,430,238,556
PR_kwDODunzps5B55iV
5,177
Update create image dataset docs
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-31T17:45:56Z
2022-11-02T17:15:22Z
2022-11-02T17:13:02Z
MEMBER
null
Based on @osanseviero and community feedback, it wasn't super clear how to upload a dataset to the Hub after creating something like an image captioning dataset. This PR adds a brief section on how to upload the dataset with `push_to_hub`.
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1,430,214,539
I_kwDODunzps5VP1eL
5,176
prepare dataset for cloud storage doesn't work
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[ "It looks like an issue with `gcsfs`, are you able to instantiate a `GCSFileSystem` manually ?", "closing since it was probably due to gcsfs" ]
2022-10-31T17:28:57Z
2023-03-28T09:11:46Z
2023-03-28T09:11:45Z
NONE
null
### Describe the bug Following the [documentation](https://huggingface.co/docs/datasets/filesystems#load-and-save-your-datasets-using-your-cloud-storage-filesystem) and [this PR](https://github.com/huggingface/datasets/pull/4724), I was downloading and storing huggingface dataset to cloud storage. ``` from datasets ...
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1,428,696,231
I_kwDODunzps5VKCyn
5,175
Loading an external NER dataset
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2022-10-30T09:31:55Z
2022-11-01T13:15:49Z
2022-11-01T13:15:49Z
NONE
null
I need to use huggingface datasets to load a custom dataset similar to conll2003 but with more entities and each the files contain only two columns: word and ner tag. I tried this code snnipet that I found here as an answer to a similar issue: from datasets import Dataset INPUT_COLUMNS = "ID Text NER".split() ...
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1,427,216,416
PR_kwDODunzps5Bv3rh
5,174
Preserve None in list type cast in PyArrow 10
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-28T12:48:30Z
2022-10-28T13:15:33Z
2022-10-28T13:13:18Z
CONTRIBUTOR
null
The `ListArray` type in PyArrow 10.0.0 supports the `mask` parameter, which allows us to preserve Nones in nested lists in `cast` instead of replacing them with empty lists. Fix https://github.com/huggingface/datasets/issues/3676
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1,425,880,441
PR_kwDODunzps5BreEm
5,173
Raise ffmpeg warnings only once
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-27T15:58:33Z
2022-10-28T16:03:05Z
2022-10-28T16:00:51Z
CONTRIBUTOR
null
Our warnings looks nice now. `librosa` warning that was raised at each decoding: ``` /usr/local/lib/python3.7/dist-packages/librosa/core/audio.py:165: UserWarning: PySoundFile failed. Trying audioread instead. warnings.warn("PySoundFile failed. Trying audioread instead.") ``` is suppressed with `filterwarnin...
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1,425,523,114
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5,172
Inconsistency behavior between handling local file protocol and other FS protocols
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2022-10-27T12:03:20Z
2022-10-27T12:05:19Z
null
NONE
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### Describe the bug These lines us used during load_from_disk: ``` if is_remote_filesystem(fs): dest_dataset_dict_path = extract_path_from_uri(dataset_dict_path) else: fs = fsspec.filesystem("file") dest_dataset_dict_path = dataset_dict_path ``` If a local FS is given, then it will the URL as th...
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5,171
Add PB and TB in convert_file_size_to_int
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-27T09:50:31Z
2022-10-27T12:14:27Z
2022-10-27T12:12:30Z
MEMBER
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5,170
[Caching] Deterministic hashing of torch tensors
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2022-10-27T09:15:15Z
2022-11-02T17:18:43Z
2022-11-02T17:18:43Z
MEMBER
null
Currently this fails ```python import torch from datasets.fingerprint import Hasher t = torch.tensor([1.]) def func(x): return t + x hash1 = Hasher.hash(func) t = torch.tensor([1.]) hash2 = Hasher.hash(func) assert hash1 == hash2 ``` Also as noticed in https://discuss.huggingface.co/t/dataset-ca...
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5,169
Add "ipykernel" to list of `co_filename`s to remove
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[ "I don't know how I could add some tests for this, although jupyter is not among the dependencies so at least that would need to be added. If someone can tell a recommended way I will try to do it!", "So testing by myself and looking around the jupyter codebase it looks like the `co_filename` of objects created w...
2022-10-27T05:56:17Z
2022-11-02T15:46:00Z
2022-11-02T15:43:20Z
CONTRIBUTOR
null
Should resolve #5157
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5,168
Fix CI require beam
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I'm merging this PR because it is quite a trivial fix and this is required by:\r\n- #5166" ]
2022-10-26T16:49:33Z
2022-10-27T09:25:19Z
2022-10-27T09:23:26Z
MEMBER
null
This PR: - Fixes the CI `require_beam`: before it was requiring PyTorch instead ```python def require_beam(test_case): if not config.TORCH_AVAILABLE: test_case = unittest.skip("test requires PyTorch")(test_case) return test_case ``` - Fixes a missing `require_beam` in `test_beam_base...
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PR_kwDODunzps5BljPw
5,167
Add ffmpeg4 installation instructions in warnings
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[ "_The documentation is not available anymore as the PR was closed or merged._", "To make it warn only once, feel free to use a global counter in python - and if the warning has already been done, you don't do it again", "> Added the same formatting for the error message :)\r\n\r\nnice!! thank you! \r\n\r\n> Oh ...
2022-10-26T14:21:14Z
2022-10-27T09:01:12Z
2022-10-27T08:58:58Z
CONTRIBUTOR
null
Adds instructions on how to install `ffmpeg=4` on Linux (relevant for Colab users). Looks pretty ugly because I didn't find a way to check `ffmpeg` version from python (without `subprocess.call()`; `ctypes.util.find_library` doesn't work`), so the warning is raised on each decoding. Any suggestions on how to make it...
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5,166
Support dill 0.3.6
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I think it hasn't been merged ? https://github.com/uqfoundation/dill/pull/501\r\n\r\nThough I can see that the CI is green because it uses dill 0.3.1.1 - we should probably fix the dill version in both CIs:\r\n- use 0.3.1.1 for the C...
2022-10-26T08:24:59Z
2022-10-28T05:41:05Z
2022-10-28T05:38:14Z
MEMBER
null
This PR: - ~~Unpins dill to allow installing dill>=0.3.6~~ - ~~Removes the fix on dill for >=0.3.6 because they implemented a deterministic mode (to be confirmed by @anivegesana)~~ - Pins dill<0.3.7 to allow latest dill 0.3.6 - Implements a fix for dill `save_function` for dill 0.3.6 - Additionally had to implemen...
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5,165
Memory explosion when trying to access 4d tensors in datasets cast to torch or np
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2022-10-26T08:14:47Z
2022-10-26T08:14:47Z
null
CONTRIBUTOR
null
### Describe the bug When trying to access an item by index, in a datasets.Dataset cast to torch/np using `set_format` or `with_format`, we get a memory explosion if the item contains 4d (or above) tensors. ### Steps to reproduce the bug MWE: ```python from datasets import load_dataset import numpy as np de...
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5,164
WIP: drop labels in Image and Audio folders by default
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[ "_The documentation is not available anymore as the PR was closed or merged._", "close in favor of https://github.com/huggingface/datasets/pull/5192" ]
2022-10-25T17:21:49Z
2022-11-16T14:21:16Z
2022-11-02T14:03:02Z
CONTRIBUTOR
null
will fix https://github.com/huggingface/datasets/issues/5153 and redundant labels displaying for most of the images datasets on the Hub (which are used just to store files) TODO: discuss adding `drop_labels` (and `drop_metadata`) params to yaml
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5,163
Reduce default max `writer_batch_size`
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-25T14:14:52Z
2022-10-27T12:19:27Z
2022-10-27T12:16:47Z
CONTRIBUTOR
null
Reduce the default writer_batch_size from 10k to 1k examples. Additionally, align the default values of `batch_size` and `writer_batch_size` in `Dataset.cast` with the values from the corresponding docstring.
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Pip-compile: Could not find a version that matches dill<0.3.6,>=0.3.6
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[ "Thanks for reporting, @Rijgersberg.\r\n\r\nWe were waiting for the release of `dill` 0.3.6, that happened 2 days ago (24 Oct 2022): https://github.com/uqfoundation/dill/releases/tag/dill-0.3.6\r\n- See comment: https://github.com/huggingface/datasets/pull/4397#discussion_r880629543\r\n\r\nAlso `multiprocess` 0.70....
2022-10-25T13:23:50Z
2022-11-14T08:25:37Z
2022-10-28T05:38:15Z
NONE
null
### Describe the bug When using `pip-compile` (part of `pip-tools`) to generate a pinned requirements file that includes `datasets`, a version conflict of `dill` appears. It is caused by a transitive dependency conflict between `datasets` and `multiprocess`. ### Steps to reproduce the bug ```bash $ echo "dataset...
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5,161
Dataset can’t cache model’s outputs
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[ "Addressed in https://github.com/huggingface/datasets/pull/5191 (torch.Tensor objects now produce deterministic hashes)" ]
2022-10-25T12:19:00Z
2022-11-03T16:12:52Z
2022-11-03T16:12:51Z
NONE
null
### Describe the bug Hi, I try to cache some outputs of teacher model( Knowledge Distillation ) by using map function of Dataset library, while every time I run my code, I still recompute all the sequences. I tested Bert Model like this, I got different hash every single run, so any idea to deal with this? ### Ste...
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5,160
Automatically add filename for image/audio folder
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[ "Also cc @anton-l ", "BTW the exact same holds true for the audio folder", "I'm fine with adding a new column with the file name personally. Not sure how breaking this is though", "@patrickvonplaten do you mean just filename or full relative path inside the repo?\r\nI think it shouldn't be breaking, at least ...
2022-10-25T09:56:49Z
2022-10-26T16:51:46Z
null
MEMBER
null
### Feature request When creating a custom audio of image dataset, it would be great to automatically have access to the filename. It should be both: a) Automatically displayed in the viewer b) Automatically added as a column to the dataset when doing `load_dataset` In `diffusers` our test rely quite heavily on i...
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fsspec lock reset in multiprocessing
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-25T09:41:59Z
2022-11-03T20:51:15Z
2022-11-03T20:48:53Z
MEMBER
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`fsspec` added a clean way of resetting its lock - instead of doing it manually
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5,158
Fix language and license tag names in all Hub datasets
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[ "There are currently 402 datasets with deprecated \"languages\" or \"licenses\".", "hey @albertvillanova ,i would love to work on this issue if you like.", "Hi @ayushthe1, thanks for your offer.\r\n\r\nBut as you can see, I self-assigned this issue.\r\n\r\nI have already fixed 200 out of the 402 datasets. My sc...
2022-10-25T08:19:29Z
2022-10-25T11:27:26Z
2022-10-25T10:42:19Z
MEMBER
null
While working on this: - #5137 we realized there are still many datasets with deprecated "languages" and "licenses" tag names (instead of "language" and "license"). This is a blocking issue: no subsequent PR can be opened to modify their metadata: a ValueError will be thrown. We should fix the "language" and ...
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1,421,703,577
I_kwDODunzps5UvXmZ
5,157
Consistent caching between python and jupyter
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[ "Hi ! Maybe it's possible to have a consistent hash for a function defined in `__main__` and a function define in a notebook.\r\n\r\nHowever for functions imported from another location, pickle uses the location to identify the code, so in that case we can't do much I believe.\r\n\r\nWould it be ok for you if we on...
2022-10-25T01:34:33Z
2022-11-02T15:43:22Z
2022-11-02T15:43:22Z
CONTRIBUTOR
null
### Feature request I hope this is not my mistake, currently if I use `load_dataset` from a python session on a custom dataset to do the preprocessing, it will be saved in the cache and in other python sessions it will be loaded from the cache, however calling the same from a jupyter notebook does not work, meaning th...
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5,156
Unable to download dataset using Azure Data Lake Gen 2
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[ "Hi ! From the `adlfs` docs, there are two filesystems you can use:\r\n> To use the Gen1 filesystem:\r\n> - known_implementations[‘adl’] = {‘class’: ‘adlfs.AzureDatalakeFileSystem’}\r\n> \r\n> To use the Gen2 filesystem:\r\n> - known_implementations[‘abfs’] = {‘class’: ‘adlfs.AzureBlobFileSystem’}\r\n\r\nIf I'm no...
2022-10-25T00:43:18Z
2022-11-17T23:37:09Z
2022-11-17T23:37:08Z
NONE
null
### Describe the bug When using the DatasetBuilder method with the credentials for the cloud storage Azure Data Lake (adl) Gen2, the following error is showed: ``` Traceback (most recent call last): File "download_hf_dataset.py", line 143, in <module> main() File "download_hf_dataset.py", line 102, in mai...
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5,155
TextConfig: added "errors"
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for adding this ! You can fix the CI by formatting your code using the `make style` command :)", "[**@lhoestq**](https://github.com/lhoestq) commented on [Oct 27, 2022, 4:08 PM GMT+3:30](https://github.com/huggingface/datase...
2022-10-24T18:56:52Z
2022-11-03T13:38:13Z
2022-11-03T13:35:35Z
CONTRIBUTOR
null
This patch adds the ability to set the `errors` option of `open` for loading text datasets. I needed it because some data I had scraped had bad bytes in it, so I needed `errors='ignore'`.
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5,154
Test latest fsspec in CI
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[ "_The documentation is not available anymore as the PR was closed or merged._", "actually the latest fsspec is already installed " ]
2022-10-24T17:18:13Z
2022-10-25T09:32:51Z
2022-10-25T09:30:45Z
MEMBER
null
Following the discussion in https://discuss.huggingface.co/t/attributeerror-module-fsspec-has-no-attribute-asyn/19255 I think we need to test the latest fsspec in the CI
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5,153
default Image/AudioFolder infers labels when there is no metadata files even if there is only one dir
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[ "Makes sense! For the last structure, we could count the path segments (delimited by \"/\" for URLs and `os.sep` for local paths) to ensure all inferred labels are on the same level. Otherwise, I think it's safe to assume they are meaningless and ignore them.\r\n" ]
2022-10-24T13:28:18Z
2022-11-15T16:31:10Z
2022-11-15T16:31:09Z
CONTRIBUTOR
null
### Describe the bug By default FolderBasedBuilder infers labels if there is not metadata files, even if it's meaningless (for example, they are in a single directory or in the root folder, see this repo as an example: https://huggingface.co/datasets/patrickvonplaten/audios As this is a corner case for quick expl...
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1,420,808,919
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5,152
refactor FolderBasedBuilder and Image/AudioFolder tests
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2022-10-24T13:11:52Z
2022-10-24T13:11:52Z
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CONTRIBUTOR
null
Tests for FolderBasedBuilder, ImageFolder and AudioFolder are mostly duplicating each other. They need to be refactored and Audio/ImageFolder should have only tests specific to the loader.
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5,151
Add support to create different configs with `push_to_hub` (+ inferring configs from directories with package managers?)
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[ "also asked in https://discuss.huggingface.co/t/create-multiple-dataset-configs-with-push-to-hub-method/25480" ]
2022-10-24T12:59:18Z
2022-11-04T14:55:20Z
null
CONTRIBUTOR
null
Now one can push only different splits within one default config of a dataset. Would be nice to allow something like: ``` ds.push_to_hub(repo_name, config=config_name) ``` I'm not sure, but this will probably require changes in `data_files.py` patterns. If so, it would also allow to create different configs fo...
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