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https://api.github.com/repos/huggingface/datasets/issues/5319
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1,470,945,515
PR_kwDODunzps5ECkfc
5,319
Fix Text sample_by paragraph
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Fix #5316.
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https://api.github.com/repos/huggingface/datasets/issues/5318
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Origin/fix missing features error
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2022-12-01T06:18:39Z
2022-12-01T06:32:31Z
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https://api.github.com/repos/huggingface/datasets/issues/5317
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1,470,390,164
I_kwDODunzps5XpF-U
5,317
`ImageFolder` performs poorly with large datasets
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2022-12-01T00:04:21Z
2022-12-01T00:04:47Z
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### Describe the bug While testing image dataset creation, I'm seeing significant performance bottlenecks with imagefolders when scanning a directory structure with large number of images. ## Setup * Nested directories (5 levels deep) * 3M+ images * 1 `metadata.jsonl` file ## Performance Degradation Point...
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https://api.github.com/repos/huggingface/datasets/issues/5316
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I_kwDODunzps5XoC9h
5,316
Bug in sample_by="paragraph"
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2022-11-30T19:24:13Z
2022-12-01T07:58:47Z
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### Describe the bug I think [this line](https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/text/text.py#L96) is wrong and should be `batch = f.read(self.config.chunksize)`. Otherwise it will never terminate because even when `f` is finished reading, `batch` will still be truthy from the l...
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https://api.github.com/repos/huggingface/datasets/issues/5315
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1,470,026,797
I_kwDODunzps5XntQt
5,315
Adding new splits to a dataset script with existing old splits info in metadata's `dataset_info` fails
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2022-11-30T18:02:15Z
2022-12-01T07:00:44Z
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### Describe the bug If you first create a custom dataset with a specific set of splits, generate metadata with `datasets-cli test ... --save_info`, then change your script to include more splits, it fails. That's what happened in https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/discussions/2#6385f...
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https://api.github.com/repos/huggingface/datasets/issues/5314
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1,469,685,118
I_kwDODunzps5XmZ1-
5,314
Datasets: classification_report() got an unexpected keyword argument 'suffix'
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2022-11-30T14:01:03Z
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https://github.com/huggingface/datasets/blob/main/metrics/seqeval/seqeval.py > import datasets predictions = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] references = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] seqeval = datasets.load_metri...
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https://api.github.com/repos/huggingface/datasets/issues/5313
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Fix description of streaming in the docs
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We say that "the data is being downloaded progressively" which is not true, it's just streamed, so I fixed it. Probably I missed some other places where it is written? Also changed docstrings for `StreamingDownloadManager`'s `download` and `extract` to reflect the same, as these docstrings are displayed in the docu...
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https://api.github.com/repos/huggingface/datasets/issues/5312
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Add DatasetDict.to_pandas
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2022-11-29T16:30:02Z
2022-11-30T14:29:02Z
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From discussions in https://github.com/huggingface/datasets/issues/5189, for tabular data it doesn't really make sense to have to do ```python df = load_dataset(...)["train"].to_pandas() ``` because many datasets are not split. In this PR I added `to_pandas` to `DatasetDict` which returns the DataFrame of all th...
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https://api.github.com/repos/huggingface/datasets/issues/5311
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5,311
Add `features` param to `IterableDataset.map`
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2022-11-29T11:08:34Z
2022-11-30T08:55:38Z
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## Description As suggested by @lhoestq in #3888, we should be adding the param `features` to `IterableDataset.map` so that the features can be preserved (not turned into `None` as that's the default behavior) whenever the user passes those as param, so as to be consistent with `Dataset.map`, as it provides the `fea...
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https://api.github.com/repos/huggingface/datasets/issues/5310
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Support xPath for Windows pathnames
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2022-11-29T09:20:47Z
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This PR implements a string representation of `xPath`, which is valid for local paths (also windows) and remote URLs. Additionally, some `os.path` methods are fixed for remote URLs on Windows machines. Now, on Windows machines: ```python In [2]: str(xPath("C:\\dir\\file.txt")) Out[2]: 'C:\\dir\\file.txt' In [...
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https://api.github.com/repos/huggingface/datasets/issues/5309
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Close stream in `ArrowWriter.finalize` before inference error
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Ensure the file stream is closed in `ArrowWriter.finalize` before raising the `SchemaInferenceError` to avoid the `PermissionError` on Windows in `incomplete_dir`'s `shutil.rmtree`.
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Support `topdown` parameter in `xwalk`
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Add support for the `topdown` parameter in `xwalk` when `fsspec>=2022.11.0` is installed.
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Use correct dataset type in `from_generator` docs
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Use the correct dataset type in the `from_generator` docs (example with sharding).
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Can't use custom feature description when loading a dataset
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2022-11-28T08:11:45Z
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### Describe the bug I have created a feature dictionary to describe my datasets' column types, to use when loading the dataset, following [the doc](https://huggingface.co/docs/datasets/main/en/about_dataset_features). It crashes at dataset load. ### Steps to reproduce the bug ```python # Creating features task_...
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Dataset joelito/mc4_legal does not work with multiple files
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2022-11-28T00:16:16Z
2022-11-28T07:22:42Z
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CONTRIBUTOR
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### Describe the bug The dataset https://huggingface.co/datasets/joelito/mc4_legal works for languages like bg with a single data file, but not for languages with multiple files like de. It shows zero rows for the de dataset. joelniklaus@Joels-MacBook-Pro ~/N/P/C/L/p/m/mc4_legal (main) [1]> python test_mc4_legal....
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timit_asr doesn't load the test split.
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2022-11-26T10:18:22Z
2022-11-26T10:18:22Z
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### Describe the bug When I use the function ```timit = load_dataset('timit_asr', data_dir=data_dir)```, it only loads train split, not test split. I tried to change the directory and filename to lower case to upper case for the test split, but it does not work at all. ```python DatasetDict({ train: Datase...
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Skip dataset verifications by default
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Skip the dataset verifications (split and checksum verifications, duplicate keys check) by default unless a dataset is being tested (`datasets-cli test/run_beam`). The main goal is to avoid running the checksum check in the default case due to how expensive it can be for large datasets. PS: Maybe we should deprecate...
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Improve `use_auth_token` docstring and deprecate `use_auth_token` in `download_and_prepare`
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Clarify in the docstrings what happens when `use_auth_token` is `None` and deprecate the `use_auth_token` param in `download_and_prepare`.
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Return a split Dataset in load_dataset
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...instead of a DatasetDict. ```python # now supported ds = load_dataset("squad") ds[0] for example in ds: pass # still works ds["train"] ds["validation"] # new ds.splits # Dict[str, Dataset] | None # soon to be supported (not in this PR) ds = load_dataset("dataset_with_no_splits") ds[0] f...
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Use same `num_proc` for dataset download and generation
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Use the same `num_proc` value for data download and generation. Additionally, do not set `num_proc` to 16 in `DownloadManager` by default (`num_proc` now has to be specified explicitly).
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Fix xopen for Windows pathnames
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This PR fixes a bug in `xopen` function for Windows pathnames. Fix #5298.
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Bug in xopen with Windows pathnames
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2022-11-25T15:21:32Z
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Currently, `xopen` function has a bug with local Windows pathnames: From its implementation: ```python def xopen(file: str, mode="r", *args, **kwargs): file = _as_posix(PurePath(file)) main_hop, *rest_hops = file.split("::") if is_local_path(main_hop): return open(file, mode, *args, **kwarg...
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Fix xjoin for Windows pathnames
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This PR fixes a bug in `xjoin` function with Windows pathnames. Fix #5296.
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Bug in xjoin with Windows pathnames
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2022-11-25T13:29:33Z
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Currently, `xjoin` function has a bug with local Windows pathnames: instead of returning the OS-dependent join pathname, it always returns it in POSIX format. ```python from datasets.download.streaming_download_manager import xjoin path = xjoin("C:\\Users\\USERNAME", "filename.txt") ``` Join path should be: ...
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Extractions failed when .zip file located on read-only path (e.g., SageMaker FastFile mode)
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### Describe the bug Hi, `load_dataset()` does not work .zip files located on a read-only directory. Looks like it's because Dataset creates a lock file in the [same directory](https://github.com/huggingface/datasets/blob/df4bdd365f2abb695f113cbf8856a925bc70901b/src/datasets/utils/extract.py) as the .zip file. ...
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Support streaming datasets with pathlib.Path.with_suffix
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This PR extends the support in streaming mode for datasets that use `pathlib.Path.with_suffix`. Fix #5293.
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Support streaming datasets with pathlib.Path.with_suffix
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Extend support for streaming datasets that use `pathlib.Path.with_suffix`. This feature will be useful e.g. for datasets containing text files and annotated files with the same name but different extension.
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Missing documentation build for versions 2.7.1 and 2.6.2
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After the patch releases [2.7.1](https://github.com/huggingface/datasets/releases/tag/2.7.1) and [2.6.2](https://github.com/huggingface/datasets/releases/tag/2.6.2), the online docs were not properly built (the build_documentation workflow was not triggered). There was a fix by: - #5291 However, both documentati...
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[build doc] for v2.7.1 & v2.6.2
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Do NOT merge. Using this PR to build docs for [v2.7.1](https://github.com/huggingface/datasets/pull/5291/commits/f4914af20700f611b9331a9e3ba34743bbeff934) & [v2.6.2](https://github.com/huggingface/datasets/pull/5291/commits/025f85300a0874eeb90a20393c62f25ac0accaa0)
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fix error where reading breaks when batch missing an assigned column feature
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Added support for JXL images.
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JPEG-XL is the most advanced of the next-generation of image codecs, supporting both lossless and lossy files — with better compression and quality than PNG and JPG respectively. It has reduced the disk sizes and bandwidth required for many of the datasets I use. Pillow does not yet support JXL, but there's a plugi...
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Lossy json serialization - deserialization of dataset info
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### Describe the bug Saving a dataset to disk as json (using `to_json`) and then loading it again (using `load_dataset`) results in features whose labels are not type-cast correctly. In the code snippet below, `features.label` should have a label of type `ClassLabel` but has type `Value` instead. ### Steps to re...
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Fix methods using `IterableDataset.map` that lead to `features=None`
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As currently `IterableDataset.map` is setting the `info.features` to `None` every time as we don't know the output of the dataset in advance, `IterableDataset` methods such as `rename_column`, `rename_columns`, and `remove_columns`. that internally use `map` lead to the features being `None`. This PR is related to #...
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1,461,908,087
I_kwDODunzps5XIvJ3
5,286
FileNotFoundError: Couldn't find file at https://dumps.wikimedia.org/enwiki/20220301/dumpstatus.json
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2022-11-23T14:54:15Z
2022-11-25T11:33:14Z
2022-11-25T11:33:14Z
NONE
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### Describe the bug I follow the steps provided on the website [https://huggingface.co/datasets/wikipedia](https://huggingface.co/datasets/wikipedia) $ pip install apache_beam mwparserfromhell >>> from datasets import load_dataset >>> load_dataset("wikipedia", "20220301.en") however this results in the follo...
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1,461,521,215
PR_kwDODunzps5DjLgG
5,285
Save file name in embed_storage
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2022-11-23T10:55:54Z
2022-11-24T14:11:41Z
2022-11-24T14:08:37Z
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Having the file name is useful in case we need to check the extension of the file (e.g. mp3), or in general in case it includes some metadata information (track id, image id etc.) Related to https://github.com/huggingface/datasets/issues/5276
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5,284
Features of IterableDataset set to None by remove column
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2022-11-23T10:54:59Z
2022-11-28T15:18:08Z
2022-11-28T12:53:24Z
CONTRIBUTOR
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### Describe the bug The `remove_column` method of the IterableDataset sets the dataset features to None. ### Steps to reproduce the bug ```python from datasets import Audio, load_dataset # load LS in streaming mode dataset = load_dataset("librispeech_asr", "clean", split="validation", streaming=True) ...
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2022-11-22T16:58:54Z
2022-11-22T17:21:28Z
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1,459,930,271
I_kwDODunzps5XBMSf
5,281
Support cloud storage in load_dataset
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2022-11-22T14:00:10Z
2022-11-25T15:54:18Z
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Would be nice to be able to do ```python data_files=["s3://..."] storage_options = {...} load_dataset(..., data_files=data_files, storage_options=storage_options) ``` or even ```python load_dataset("gs://...") ``` The idea would be to use `fsspec` as in `download_and_prepare` and `save_to_disk`. This has...
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Import error
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2022-11-22T12:56:43Z
2022-11-22T13:57:49Z
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https://github.com/huggingface/datasets/blob/cd3d8e637cfab62d352a3f4e5e60e96597b5f0e9/src/datasets/__init__.py#L28 Hy, I have error at the above line. I have python version 3.8.13, the message says I need python>=3.7, which is True, but I think the if statement not working properly (or the message wrong)
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5,279
Warn about checksums
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2022-11-22T10:58:48Z
2022-11-23T11:43:50Z
2022-11-23T09:47:02Z
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It takes a lot of time on big datasets to compute the checksums, we should at least add a warning to notify the user about this step. I also mentioned how to disable it, and added a tqdm bar (delay=5 seconds) cc @ola13
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load_dataset does not read jsonl metadata file properly
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2022-11-22T10:24:46Z
2022-11-23T11:38:35Z
2022-11-23T11:38:35Z
NONE
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### Describe the bug Hi, I'm following [this page](https://huggingface.co/docs/datasets/image_dataset) to create a dataset of images and captions via an image folder and a metadata.json file, but I can't seem to get the dataloader to recognize the "text" column. It just spits out "image" and "label" as features. B...
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Remove YAML integer keys from class_label metadata
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2022-11-22T08:34:07Z
2022-11-22T13:58:26Z
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Fix partially #5275.
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Bug in downloading common_voice data and snall chunk of it to one's own hub
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2022-11-22T08:17:53Z
2022-11-30T16:59:49Z
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### Describe the bug I'm trying to load the common voice dataset. Currently there is no implementation to download just par tof the data, and I need just one part of it, without downloading the entire dataset Help please? ![image](https://user-images.githubusercontent.com/48530104/203260511-26df766f-6013-4...
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5,275
YAML integer keys are not preserved Hub server-side
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0
2022-11-22T08:14:47Z
2022-11-23T08:44:16Z
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MEMBER
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After an internal discussion (https://github.com/huggingface/moon-landing/issues/4563): - YAML integer keys are not preserved server-side: they are transformed to strings - See for example this Hub PR: https://huggingface.co/datasets/acronym_identification/discussions/1/files - Original: ```yaml ...
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1,458,646,455
I_kwDODunzps5W8S23
5,274
load_dataset possibly broken for gated datasets?
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closed
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[]
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6
2022-11-21T21:59:53Z
2022-11-28T02:50:42Z
2022-11-28T02:50:42Z
MEMBER
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### Describe the bug When trying to download the [winoground dataset](https://huggingface.co/datasets/facebook/winoground), I get this error unless I roll back the version of huggingface-hub: ``` [/usr/local/lib/python3.7/dist-packages/huggingface_hub/utils/_validators.py](https://localhost:8080/#) in validate_rep...
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1,458,018,050
I_kwDODunzps5W55cC
5,273
download_mode="force_redownload" does not refresh cached dataset
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open
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[]
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0
2022-11-21T14:12:43Z
2022-11-21T14:13:03Z
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NONE
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### Describe the bug `load_datasets` does not refresh dataset when features are imported from external file, even with `download_mode="force_redownload"`. The bug is not limited to nested fields, however it is more likely to occur with nested fields. ### Steps to reproduce the bug To reproduce the bug 3 files are ne...
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