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https://api.github.com/repos/huggingface/datasets/issues/5160
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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 ...
2022-10-25T09:56:49
2022-10-26T16:51:46
null
MEMBER
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### 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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5,159
fsspec lock reset in multiprocessing
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-25T09:41:59
2022-11-03T20:51:15
2022-11-03T20:48:53
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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...
2022-10-25T08:19:29
2022-10-25T11:27:26
2022-10-25T10:42:19
MEMBER
null
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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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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...
2022-10-25T01:34:33
2022-11-02T15:43:22
2022-11-02T15:43:22
CONTRIBUTOR
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### 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[β€˜adl’] = {β€˜class’: β€˜adlfs.AzureDatalakeFileSystem’}\r\n> \r\n> To use the Gen2 filesystem:\r\n> - known_implementations[β€˜abfs’] = {β€˜class’: β€˜adlfs.AzureBlobFileSystem’}\r\n\r\nIf I'm no...
2022-10-25T00:43:18
2022-11-17T23:37:09
2022-11-17T23:37:08
NONE
null
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### 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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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...
2022-10-24T18:56:52
2022-11-03T13:38:13
2022-11-03T13:35:35
CONTRIBUTOR
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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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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 " ]
2022-10-24T17:18:13
2023-09-24T10:06:06
2022-10-25T09:30:45
MEMBER
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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" ]
2022-10-24T13:28:18
2022-11-15T16:31:10
2022-11-15T16:31:09
CONTRIBUTOR
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### 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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5,152
refactor FolderBasedBuilder and Image/AudioFolder tests
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2022-10-24T13:11:52
2022-10-24T13:11:52
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CONTRIBUTOR
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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" ]
2022-10-24T12:59:18
2022-11-04T14:55:20
null
CONTRIBUTOR
null
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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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1,420,684,999
I_kwDODunzps5Ure7H
5,150
Problems after upgrading to 2.6.1
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[ "Hi! I can't reproduce the error following these steps. Can you please provide a reproducible example?", "I faced the same issue:\r\n\r\n### Repro\r\n```\r\n!pip install datasets==2.6.1\r\nimport datasets as Dataset\r\ndataset = Dataset.from_pandas(dataframe)\r\ndataset.save_to_disk(local)\r\n\r\n!pip install dat...
2022-10-24T11:32:36
2023-12-14T14:20:28
null
NONE
null
null
null
### Describe the bug Loading a dataset_dict from disk with `load_from_disk` is now creating a `KeyError "length"` that was not occurring in v2.5.2. Context: - Each individual dataset in the dict is created with `Dataset.from_pandas` - The dataset_dict is create from a dict of `Dataset`s, e.g., `DatasetDict({"tr...
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1,420,415,639
PR_kwDODunzps5BZJab
5,149
Make iter_files deterministic
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-24T08:16:27
2022-10-27T09:53:23
2022-10-27T09:51:09
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Fix #5145.
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1,420,219,222
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5,148
Cannot find the rvl_cdip dataset
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[ "Hi, @santule.\r\n\r\nWe have transferred all dataset scripts from GitHub to the Hugging Face Hub: https://huggingface.co/datasets\r\n- Concretely, you have \"rvl_cdip\" here: https://huggingface.co/datasets/rvl_cdip\r\n\r\nTo be able to load them, you should update your `datasets` library:\r\n```\r\npip install -U...
2022-10-24T04:57:42
2022-10-24T12:23:47
2022-10-24T06:25:28
NONE
null
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Hi, I am trying to use load_dataset to load the official "rvl_cdip" dataset but getting an error. dataset = load_dataset("rvl_cdip") Couldn't find 'rvl_cdip' on the Hugging Face Hub either: FileNotFoundError: Couldn't find the file at https://raw.githubusercontent.com/huggingface/datasets/master/datasets/rvl_cdi...
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1,419,522,275
I_kwDODunzps5UnDDj
5,147
Allow ignoring kwargs inside fn_kwargs during dataset.map's fingerprinting
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[ "Hi ! In the `transformers` issue the object to not hash is a `Pool` - I think you can instantiate it inside your function instead of passing it as a parameter. It's good practice that your function and all its fn_kwargs are picklable, in case you want to parallelize `map` using `num_proc>1`\r\n\r\nFor the other ca...
2022-10-22T21:46:38
2022-11-01T22:19:07
null
NONE
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### Feature request `dataset.map` accepts a `fn_kwargs` that is passed to `fn`. Currently, the whole `fn_kwargs` is used by `fingerprint_transform` to calculate the new fingerprint. I'd like to be able to inform `fingerprint_transform` which `fn_kwargs` shoud/shouldn't be taken into account during hashing. Of co...
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5,146
Delete duplicate issue template file
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-21T13:18:46
2022-10-21T13:52:30
2022-10-21T13:50:04
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A conflict between two PRs: - #5116 - #5136 was not properly resolved, resulting in a duplicate issue template. This PR removes the duplicate template.
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5,145
Dataset order is not deterministic with ZIP archives and `iter_files`
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[ "Thanks for reporting ! The issue doesn't come from shuffling, but from `beans` row order not being deterministic:\r\n\r\nhttps://huggingface.co/datasets/beans/blob/main/beans.py uses `dl_manager.iter_files` on ZIP archives and the file order doesn't seen to be deterministic and changes across machines", "Thank y...
2022-10-21T09:00:03
2022-10-27T09:51:49
2022-10-27T09:51:10
CONTRIBUTOR
null
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### Describe the bug For the `beans` dataset (did not try on other), the order of samples is not the same on different machines. Tested on my local laptop, github actions machine, and ec2 instance. The three yield a different order. ### Steps to reproduce the bug In a clean docker container or conda environmen...
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5,144
Inconsistent documentation on map remove_columns
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[ "Thanks for reporting, @zhaowei-wang-nlp.\r\n\r\nYou are right, the documentation is confusing on the behavior of `remove_columns`. We should better explain it. ", "This is a duplicate of https://github.com/huggingface/datasets/issues/2343.", "I'm closing this issue because as @mariosasko pointed out, it is a d...
2022-10-21T08:37:53
2022-11-15T14:15:10
2022-11-15T14:15:10
NONE
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### Describe the bug The page [process](https://huggingface.co/docs/datasets/process) says this about the parameter `remove_columns` of the function `map`: When you remove a column, it is only removed after the example has been provided to the mapped function. So it seems that the `remove_columns` parameter remo...
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1,416,837,186
I_kwDODunzps5UczhC
5,143
DownloadManager Git LFS support
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[ "Hey ! Actually it works, just pass the right URL ;)\r\nThe URL must be the one with β€œ/resolve/”\r\n\r\ne.g. https://huggingface.co/datasets/imagenet-1k/resolve/main/data/test_images.tar.gz\r\n\r\nYou can even pass a relative path to the dl_manager instead, like `dl_manager.download(\"data/test_images.tar.gz\")`", ...
2022-10-20T15:29:29
2022-10-20T17:17:10
2022-10-20T17:17:10
CONTRIBUTOR
null
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### Feature request Maybe I'm mistaken but the `DownloadManager` does not support extracting git lfs files out of the box right? Using `dl_manager.download()` or `dl_manager.download_and_extract()` still returns lfs files afaict. Is there a good way to write a dataset loading script for a repo with lfs files? ##...
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5,142
Deprecate num_proc parameter in DownloadManager.extract
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hey @mariosasko . Can you please help me with why the tests keep failing. I have reviewed the code changes multiple times but can't spot any mistakes. ", "You can fix this failure by formatting your code with the `make style` comm...
2022-10-20T09:52:52
2022-10-25T18:06:56
2022-10-25T15:56:45
CONTRIBUTOR
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fixes #5132 : Deprecated the `num_proc` parameter in `DownloadManager.extract` by passing `num_proc` parameter to `map_nested` .
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Raise ImportError instead of OSError
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks @mariosasko ,i commited the changes as you said.\r\n\r\n" ]
2022-10-19T19:30:05
2022-10-25T15:59:25
2022-10-25T15:56:58
CONTRIBUTOR
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fixes #5134 : Replaced OSError with ImportError if required extraction library is not installed.
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5,140
Make the KeyHasher FIPS compliant
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2022-10-19T14:25:52
2022-11-07T16:20:43
2022-11-07T16:20:43
NONE
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MD5 is not FIPS compliant thus I am proposing this minimal change to make datasets package FIPS compliant
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5,137
Align task tags in dataset metadata
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[ "I removed all the invalid task_ids in datasts without namespace, based on the <s>(internal)</s> types.ts", "(Types.ts is not internal it's public)", "I have opened PRs to fix the task_ids in all datasets within a namespace as well.\r\n\r\nWorking on task_categories...", "For future reference: this fix had so...
2022-10-19T09:41:42
2022-11-10T05:25:58
2022-10-25T06:17:00
MEMBER
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## Describe Once we have agreed on a common naming for task tags for all open source projects, we should align on them. ## Steps - [x] Align task tags in canonical datasets - [x] task_categories: 4 datasets - [x] task_ids (by @lhoestq) - [x] Open PRs in community datasets - [x] task_categories: 451 datas...
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5,136
Update docs once dataset scripts transferred to the Hub
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-19T07:58:27
2022-10-20T08:12:21
2022-10-20T08:10:00
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Todo: - [x] Update docs: - [x] Datasets on GitHub (legacy) - [x] Load: offline - [x] About dataset load: - [x] Maintaining integrity - [x] Security - [x] Update docstrings: - [x] Inspect: - [x] get_dataset_config_info - [x] get_dataset_split_names - [x] Load: - [x] dataset_modu...
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Update docs once dataset scripts transferred to the Hub
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2022-10-19T06:58:19
2022-10-20T08:10:01
2022-10-20T08:10:01
MEMBER
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## Describe the bug As discussed in: - https://github.com/huggingface/hub-docs/pull/423#pullrequestreview-1146083701 we should update our docs once dataset scripts have been transferred to the Hub (and removed from GitHub): - #4974 Concretely: - [x] Datasets on GitHub (legacy): https://huggingface.co/docs/dat...
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5,134
Raise ImportError instead of OSError if required extraction library is not installed
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[ "hey ,i would like to work on this issue . Please assign it to me.", "hey @mariosasko , i made a pr for this issue. Could you please review it.\r\nAlso i found multiple `OSError` in `extract.py` file which i thought could be replaced too but wasn't sure about them.\r\nPlease do tell if that also needs to be done....
2022-10-18T17:53:46
2022-10-25T15:56:59
2022-10-25T15:56:59
CONTRIBUTOR
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According to the official Python docs, `OSError` should be thrown in the following situations: > This exception is raised when a system function returns a system-related error, including I/O failures such as β€œfile not found” or β€œdisk full” (not for illegal argument types or other incidental errors). Hence, it makes...
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5,133
Tensor operation not functioning in dataset mapping
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[ "Hi! The Torch ops in your snippet are not equivalent to the NumPy ones, hence the difference. You can get the same behavior by replacing the line `feature = torch.mean(feature, dim=1)` with `feature = feature.squeeze().mean(1)` .", "> Hi! The Torch ops in your snippet are not equivalent to the NumPy ones, hence ...
2022-10-18T17:53:35
2022-10-19T04:15:45
2022-10-19T04:15:44
NONE
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## Describe the bug I'm doing a torch.mean() operation in data preprocessing, and it's not working. ## Steps to reproduce the bug ``` from transformers import pipeline import torch import numpy as np from datasets import load_dataset device = 'cuda:0' raw_dataset = load_dataset("glue", "sst2") feature_extra...
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5,132
Depracate `num_proc` parameter in `DownloadManager.extract`
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[ "I can take this! #self-assign", "#self-assign", "@lazarust i'm already working on this issue :smile: ", "#self-assign", "hey @mariosasko , i made a pr for this issue. Could you please review it." ]
2022-10-18T17:41:05
2022-10-25T15:56:46
2022-10-25T15:56:46
CONTRIBUTOR
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The `num_proc` parameter is only present in `DownloadManager.extract` but not in `StreamingDownloadManager.extract`, making it impossible to support streaming in the dataset scripts that use it (`openwebtext` and `the_pile_stack_exchange`). We can avoid this situation by deprecating this parameter and passing `Download...
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5,131
WikiText 103 tokenizer hangs
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[ "any updates on this? It happens to me on [OpenWikiText-20%](https://huggingface.co/datasets/Bingsu/openwebtext_20p) dataset, but not on [OpenWebText-10k](https://huggingface.co/datasets/stas/openwebtext-10k). This is really strange because I don't change anything else in my running script.\r\n\r\ntransformers vers...
2022-10-18T16:44:00
2023-08-08T08:42:40
2023-07-21T14:41:51
NONE
null
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See issue here: https://github.com/huggingface/transformers/issues/19702
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Avoid extra cast in `class_encode_column`
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-18T15:31:24
2022-10-19T11:53:02
2022-10-19T11:50:46
CONTRIBUTOR
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Pass the updated features to `map` to avoid the `cast` in `class_encode_column`.
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unexpected `cast` or `class_encode_column` result after `rename_column`
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## Describe the bug When invoke `cast` or `class_encode_column` to a colunm renamed by `rename_column` , it will convert all the variables in this column into one variable. I also run this script in version 2.5.2, this bug does not appear. So I switched to the older version. ## Steps to reproduce the bug ```python...
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Make filename matching more robust
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Fix #5046
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[WIP] WebDataset export
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I added a first draft of the `IterableDataset.to_wds` method. You can use it to savea dataset loaded in streamign mode as a webdataset locally. The API can be further improved to allow to export to a cloud storage like the HF Hub. I also included sharding with a default max shard size of 500MB (uncompressed), an...
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Fix class name of symbolic link
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Fix #5098
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Add `pyproject.toml` for `black`
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Add `pyproject.toml` as a config file for the `black` tool to support VS Code's auto-formatting on save (and to be more consistent with the other HF projects).
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Install tensorflow-macos dependency conditionally
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Fix #5118.
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datasets freezes with streaming mode in multiple-gpu
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## Describe the bug Hi. I am using this dataloader, which is for processing large datasets in streaming mode mentioned in one of examples of huggingface. I am using it to read c4: https://github.com/huggingface/transformers/blob/b48ac1a094e572d6076b46a9e4ed3e0ebe978afc/examples/research_projects/codeparrot/scripts/cod...
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Add warning
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Fixes: #5105 I think removing the directory with warning is a better solution for this issue. Because if we decide to keep existing files in directory, then we should deal with the case providing same directory for several datasets! Which we know is not possible since `dataset_info.json` exists in that directory.
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Bugfix ignore function when creating new_fingerprint for caching
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maybe fixes: #5109
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Fix `tqdm` zip bug
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This PR solves #5117, by wrapping the entire `zip` clause in tqdm. For more information, please checkout this Stack Overflow thread: https://stackoverflow.com/questions/41171191/tqdm-progressbar-and-zip-built-in-do-not-work-together
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[TYPO] Update new_dataset_script.py
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Installing `datasets` on M1 computers
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## Describe the bug I wanted to install `datasets` dependencies on my M1 (in order to start contributing to the project). However, I got an error regarding `tensorflow`. On M1, `tensorflow-macos` needs to be installed instead. Can we add a conditional requirement, so that `tensorflow-macos` would be installed on M1...
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I_kwDODunzps5UBFoS
5,117
Progress bars have color red and never completed to 100%
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2022-10-23T12:58:41
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## Describe the bug Progress bars after transformative operations turn in red and never be completed to 100% ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset('rotten_tomatoes', split='test').filter(lambda o: True) ``` ## Expected results Progress bar should be 100% an...
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5,116
Use yaml for issue templates + revamp
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Use YAML instead of markdown (more expressive) for the issue templates. In addition, update their structure/fields to be more aligned with Transformers. PS: also removes the "add_dataset" PR template, as we no longer accept such PRs.
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5,115
Fix iter_batches
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The `pa.Table.to_reader()` method available in `pyarrow>=8.0.0` may return chunks of size < `max_chunksize`, therefore `iter_batches` can return batches smaller than the `batch_size` specified by the user Therefore batched `map` couldn't always use batches of the right size, e.g. this fails because it runs only on o...
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5,114
load_from_disk with remote filesystem fails due to a wrong temporary local folder path
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## Describe the bug The function load_from_disk fails when using a remote filesystem because of a wrong temporary path generation in the load_from_disk method of arrow_dataset.py: ```python if is_remote_filesystem(fs): src_dataset_path = extract_path_from_uri(dataset_path) dataset_path = Dataset._build...
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5,113
Fix filter indices when batched
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This PR fixes a bug introduced by: - #5030 Fix #5112.
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Bug with filtered indices
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## Describe the bug As reported by @PartiallyTyped (and by @Muennighoff): - https://github.com/huggingface/datasets/issues/5111#issuecomment-1278652524 There is an issue with the indices of a filtered dataset. ## Steps to reproduce the bug ```python ds = Dataset.from_dict({"num": [0, 1, 2, 3]}) ds = ds.filte...
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map and filter not working properly in multiprocessing with the new release 2.6.0
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NONE
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## Describe the bug When mapping is used on a dataset with more than one process, there is a weird behavior when trying to use `filter` , it's like only the samples from one worker are retrieved, one needs to specify the same `num_proc` in filter for it to work properly. This doesn't happen with `datasets` version 2.5...
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5,109
Map caching not working for some class methods
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## Describe the bug The cache loading is not working as expected for some class methods with a model stored in an attribute. The new fingerprint for `_map_single` is not the same at each run. The hasher generate a different hash for the class method. This comes from `dumps` function in `datasets.utils.py_utils` whic...
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Fix a typo in arrow_dataset.py
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Multiprocessed dataset builder
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This PR adds the multiprocessing part of #2650 (but not the caching of already-computed arrow files). On the other side, loading of sharded arrow files still needs to be implemented (sharded parquet files can already be loaded).
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Fix task template reload from dict
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Since #4926 the JSON dumps are simplified and it made task template dicts empty by default. I fixed this by always including the task name which is needed to reload a task from a dict
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I_kwDODunzps5Tzw2V
5,105
Specifying an exisiting folder in download_and_prepare deletes everything in it
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## Describe the bug The builder correctly creates the `output_dir` folder if it doesn't exist, but if the folder exists everything within it is deleted. Specifying `"."` as the `output_dir` deletes everything in your current dir but also leads to **another bug** whose traceback is the following: ``` ...
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5,104
Fix loading how to guide (#5102)
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5,103
url encode hub url (#5099)
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5,102
Error in create a dataset from a Python generator
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2022-10-11T14:28:58
2022-10-12T11:31:56
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## Describe the bug In HOW-TO-GUIDES > Load > [Python generator](https://huggingface.co/docs/datasets/v2.5.2/en/loading#python-generator), the code example defines the `my_gen` function, but when creating the dataset, an undefined `my_dict` is passed in. ```Python >>> from datasets import Dataset >>> def my_gen...
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PR_kwDODunzps5AkHJc
5,101
Free the "hf" filesystem protocol for `hffs`
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5,100
datasets[s3] sagemaker can't run a model - datasets issue with Value and ClassLabel and cast() method
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5,099
datasets doesn't support # in data paths
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2022-10-11T10:05:32
2022-10-13T13:14:20
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## Describe the bug dataset files with `#` symbol their paths aren't read correctly. ## Steps to reproduce the bug The data in folder `c#`of this [dataset](https://huggingface.co/datasets/loubnabnl/bigcode_csharp) can't be loaded. While the folder `c_sharp` with the same data is loaded properly ```python ds = lo...
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5,098
Classes label error when loading symbolic links using imagefolder
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**Is your feature request related to a problem? Please describe.** Like this: #4015 When there are **symbolic links** to pictures in the data folder, the parent folder name of the **real file** will be used as the class name instead of the parent folder of the symbolic link itself. Can you give an option to decide wh...
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Fatal error with pyarrow/libarrow.so
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## Describe the bug When using datasets, at the very end of my jobs the program crashes (see trace below). It doesn't seem to affect anything, as it appears to happen as the program is closing down. Just importing `datasets` is enough to cause the error. ## Steps to reproduce the bug This is sufficient to reprodu...
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Transfer some canonical datasets under an organization namespace
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As discussed during our @huggingface/datasets meeting, we are planning to move some "canonical" dataset scripts under their corresponding organization namespace (if this does not exist). On the contrary, if the dataset already exists under the organization namespace, we are deprecating the canonical one (and eventua...
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Fix tutorial (#5093)
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Close #5093
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5,094
Multiprocessing with `Dataset.map` and `PyTorch` results in deadlock
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2023-07-24T15:29:13
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## Describe the bug There seems to be an issue with using multiprocessing with `datasets.Dataset.map` (i.e. setting `num_proc` to a value greater than one) combined with a function that uses `torch` under the hood. The subprocesses that `datasets.Dataset.map` spawns [a this step](https://github.com/huggingface/datase...
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I_kwDODunzps5TnykM
5,093
Mismatch between tutoriel and doc
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2022-10-10T10:23:53
2022-10-10T17:51:15
2022-10-10T17:51:14
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## Describe the bug In the "Process text data" tutorial, [`map` has `return_tensors` as kwarg](https://huggingface.co/docs/datasets/main/en/nlp_process#map). It does not seem to appear in the [function documentation](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.map), nor...
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PR_kwDODunzps5AeIsS
5,092
Use HTML relative paths for tiles in the docs
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2022-10-11T13:25:45
2022-10-11T13:23:23
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This PR replaces the absolute paths in the landing page tiles with relative ones so that one can test navigation both locally in and in future PRs (see [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5084/en/index) for an example PR where the links don't work). I encountered this while working on the `op...
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5,091
Allow connection objects in `from_sql` + small doc improvement
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Allow connection objects in `from_sql` (emit a warning that they are cachable) and add a tip that explains the format of the con parameter when provided as a URI string. PS: ~~This PR contains a parameter link, so https://github.com/huggingface/doc-builder/pull/311 needs to be merged before it's "ready for review".~...
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Review sync issues from GitHub to Hub
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## Describe the bug We have discovered that sometimes there were sync issues between GitHub and Hub datasets, after a merge commit to main branch. For example: - this merge commit: https://github.com/huggingface/datasets/commit/d74a9e8e4bfff1fed03a4cab99180a841d7caf4b - was not properly synced with the Hub: https...
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I_kwDODunzps5TflYG
5,089
Resume failed process
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**Is your feature request related to a problem? Please describe.** When a process (`map`, `filter`, etc.) crashes part-way through, you lose all progress. **Describe the solution you'd like** It would be good if the cache reflected the partial progress, so that after we restart the script, the process can restart ...
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5,088
load_datasets("json", ...) don't read local .json.gz properly
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## Describe the bug I have a local file `*.json.gz` and it can be read by `pandas.read_json(lines=True)`, but cannot be read by `load_datasets("json")` (resulting in 0 lines) ## Steps to reproduce the bug ```python fpath = '/data/junwang/.cache/general/57b6f2314cbe0bc45dda5b78f0871df2/test.json.gz' ds_panda = Da...
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Fix filter with empty indices
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Fix #5085
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HTTPError: 404 Client Error: Not Found for url
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2022-10-07T15:12:01
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## Describe the bug I was following chap 5 from huggingface course: https://huggingface.co/course/chapter5/6?fw=tf However, I'm not able to download the datasets, with a 404 erros <img width="1160" alt="iShot2022-10-06_15 54 50" src="https://user-images.githubusercontent.com/54015474/194406327-ae62c2f3-1da5-...
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5,085
Filtering on an empty dataset returns a corrupted dataset.
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## Describe the bug When filtering a dataset twice, where the first result is an empty dataset, the second dataset seems corrupted. ## Steps to reproduce the bug ```python datasets = load_dataset("glue", "sst2") dataset_split = datasets['validation'] ds_filter_1 = dataset_split.filter(lambda x: False) # ...
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IterableDataset formatting in numpy/torch/tf/jax
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This code now returns a numpy array: ```python from datasets import load_dataset ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np") print(next(iter(ds))["image"]) ``` It also works with "arrow", "pandas", "torch", "tf" and "jax" ### Implementation details: I'm using the ex...
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Support numpy/torch/tf/jax formatting for IterableDataset
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Right now `IterableDataset` doesn't do any formatting. In particular this code should return a numpy array: ```python from datasets import load_dataset ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np") print(next(iter(ds))["image"]) ``` Right now it returns a PIL.Image. S...
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Fixing #514 . Hello @mariosasko πŸ‘‹, I have implemented what you have recommanded to fix the keep in memory problem for shuffle on the issue #514 .
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Bug loading `sentence-transformers/parallel-sentences`
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## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("sentence-transformers/parallel-sentences") ``` raises this: ``` /home/phmay/miniconda3/envs/paraphrase-mining/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py:697: FutureWarning: the '...
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Use hfh for caching
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## Is your feature request related to a problem? As previously discussed in our meeting with @Wauplin and agreed on our last datasets team sync meeting, I'm investigating how `datasets` can use `hfh` for caching. ## Describe the solution you'd like Due to the peculiarities of the `datasets` cache, I would prop...
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refactor: replace AssertionError with more meaningful exceptions (#5074)
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Closes #5074 Replaces `AssertionError` in the following files with more descriptive exceptions: - `src/datasets/arrow_reader.py` - `src/datasets/builder.py` - `src/datasets/utils/version.py` The issue listed more files that needed to be fixed, but the rest of them were contained in the top-level `datasets` d...
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Fix header level in Audio docs
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Fixes header level so `Dataset features` is the doc title instead of `The Audio type`: ![Screen Shot 2022-10-05 at 1 22 02 PM](https://user-images.githubusercontent.com/59462357/194155840-eeb5d62f-f4eb-411e-b281-8494c5fffdce.png)
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Fix passed `download_config` in `HubDatasetModuleFactoryWithoutScript`.
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fix: update exception throw from OSError to EnvironmentError in `push…
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Status: Ready for review Description of Changes: Fixes #5075 Changes proposed in this pull request: - Throw EnvironmentError instead of OSError in `push_to_hub` when the Hub token is not present.
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Throw EnvironmentError when token is not present
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Throw EnvironmentError instead of OSError ([link](https://github.com/huggingface/datasets/blob/6ad430ba0cdeeb601170f732d4bd977f5c04594d/src/datasets/arrow_dataset.py#L4306) to the line) in `push_to_hub` when the Hub token is not present.
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Replace AssertionErrors with more meaningful errors
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Replace the AssertionErrors with more meaningful errors such as ValueError, TypeError, etc. The files with AssertionErrors that need to be replaced: ``` src/datasets/arrow_reader.py src/datasets/builder.py src/datasets/utils/version.py ```
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Hello! @mariosasko This pull request relates to issue #5050 and intends to add the format to datasets loaded from disk. All I did was add a set_format in the Dataset.load_from_disk, as DatasetDict.load_from_disk relies on the first. I don't know if I should add a test and where, so let me know if I should and ...
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Added support for image and audio formatting for numpy, torch, tf and jax. For images, the dtype used is the one of the image (the one returned by PIL.Image), e.g. uint8 I also added support for string, binary and None types. In particular for torch and jax, strings are kept unchanged (previously it was returning...
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This PR supports defining a default config name, even if no predefined allowed config names are set. Fix #5070. CC: @stas00
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**Is your feature request related to a problem? Please describe.** As discussed with @stas00, we could support defining a default config name, even if no predefined allowed config names are set. That is, support `DEFAULT_CONFIG_NAME`, even when `BUILDER_CONFIGS` is not defined. **Additional context** In order to ...
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This PR updates the `CONTRIBUTING.md` guide, once the all dataset scripts have been removed from the GitHub repo and transferred to the HF Hub: - #4974 See diff here: https://github.com/huggingface/datasets/commit/e3291ecff9e54f09fcee3f313f051a03fdc3d94b Additionally, this PR fixes the line separator that by som...
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This PR implements support for streaming out-of-the-box dataset scripts containing `gzip.open`. This has been a recurring issue. See, e.g.: - #5060 - #3191
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Added a CI job for python 3.10 Some dependencies don't work on 3.10 like apache beam, so I remove them from the extras in this case. I also removed some s3 fixtures that we don't use anymore (and that don't work on 3.10 anyway)
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This PR aligns the signature of `create_repo`/`delete_repo` with the current one in hfh, by removing deprecated `name` and `organization`, and using `repo_id` instead. Related to: - #5063 CC: @lhoestq
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This PR aligns the signature of `list_repo_files` with the current one in `hfh`, by renaming deprecated `token` to `use_auth_token`. This is already the case for `dataset_info`. CC: @lhoestq
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In our CI, we get warnings from `hfh` about using deprecated `token`: https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431 ``` tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_private tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub tests/te...
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I_kwDODunzps5TLUki
5,061
`_pickle.PicklingError: logger cannot be pickled` in multiprocessing `map`
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2023-07-21T14:43:35
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NONE
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## Describe the bug When I `map` with multiple processes, this error occurs. The `.name` of the `logger` that fails to pickle in the final line is `datasets.fingerprint`. ``` File "~/project/dataset.py", line 204, in <dictcomp> split: dataset.map( File ".../site-packages/datasets/arrow_dataset.py", line 24...
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I_kwDODunzps5TK9qc
5,060
Unable to Use Custom Dataset Locally
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2022-10-03T21:55:16
2022-10-06T14:29:18
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CONTRIBUTOR
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## Describe the bug I have uploaded a [dataset](https://huggingface.co/datasets/zpn/pubchem_selfies) and followed the instructions from the [dataset_loader](https://huggingface.co/docs/datasets/dataset_script#download-data-files-and-organize-splits) tutorial. In that tutorial, it says ``` If the data files live in ...
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PR_kwDODunzps5AEoX7
5,059
Fix typo
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2022-10-03T17:32:27
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Fixes a small typo :)
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PR_kwDODunzps5AEVWn
5,058
Mark CI tests as xfail when 502 error
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To make CI more robust, we could mark as xfail when the Hub raises a 502 error (besides 500 error): - FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_to_hub_skip_identical_files - https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431 ``` > raise HTTPEr...
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Support `converters` in `CsvBuilder`
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Add the `converters` param to `CsvBuilder`, to help in situations like [this one](https://discuss.huggingface.co/t/typeerror-in-load-dataset-related-to-a-sequence-of-strings/23545).
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Fix broken URL's (GEM)
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This PR fixes the broken URL's in GEM. cc. @lhoestq, @albertvillanova
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