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https://api.github.com/repos/huggingface/datasets/issues/5163
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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._" ]
2022-10-25T14:14:52
2022-10-27T12:19:27
2022-10-27T12:16:47
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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5,162
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....
2022-10-25T13:23:50
2022-11-14T08:25:37
2022-10-28T05:38:15
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)" ]
2022-10-25T12:19:00
2022-11-03T16:12:52
2022-11-03T16:12:51
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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1,422,193,938
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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
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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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
MEMBER
null
`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
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
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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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...
2022-10-25T00:43:18
2022-11-17T23:37:09
2022-11-17T23:37:08
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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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
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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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
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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1,420,833,457
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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
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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5,152
refactor FolderBasedBuilder and Image/AudioFolder tests
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2022-10-24T13:11:52
2022-10-24T13:11:52
null
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" ]
2022-10-24T12:59:18
2022-11-04T14:55:20
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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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
### 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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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
MEMBER
null
Fix #5145.
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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
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
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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
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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
MEMBER
null
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
### 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
null
### 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 “/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
### 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
null
fixes #5132 : Deprecated the `num_proc` parameter in `DownloadManager.extract` by passing `num_proc` parameter to `map_nested` .
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5,141
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
null
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
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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
null
## 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
MEMBER
null
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
null
## 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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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
null
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 “file not found” or “disk full” (not for illegal argument types or other incidental errors). Hence, it makes...
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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
null
## 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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I_kwDODunzps5UQe-K
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
null
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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1,413,534,863
I_kwDODunzps5UQNSP
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
See issue here: https://github.com/huggingface/transformers/issues/19702
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PR_kwDODunzps5BBxXX
5,130
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
null
Pass the updated features to `map` to avoid the `cast` in `class_encode_column`.
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1,413,031,664
I_kwDODunzps5UOSbw
5,129
unexpected `cast` or `class_encode_column` result after `rename_column`
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[ "Hi! Unfortunately, I can't reproduce this issue locally (in Python 3.7/3.10) or in Colab. I would assume this is due to a bug we fixed in the latest release, but your version is up-to-date, so I'm not sure if there is something we can do to help...", "Hi, 方子东. I tried running the code with exact the same configu...
2022-10-18T11:15:24
2022-10-19T03:02:26
2022-10-19T03:02:26
NONE
null
## 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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PR_kwDODunzps5A_k9s
5,128
Make filename matching more robust
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> I think we should also modify one of the metadata files in the `folder_based_builder` tests to make sure \"./\" is ignored now in the `file_name`\r\n\r\n@mariosasko what do you mean here? I'm not sure which metadata file I should m...
2022-10-18T08:22:48
2022-10-28T13:07:38
2022-10-28T13:05:06
CONTRIBUTOR
null
Fix #5046
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5,127
[WIP] WebDataset export
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5127). All of your documentation changes will be reflected on that endpoint.", "Should we close this PR?" ]
2022-10-17T16:50:22
2023-09-24T10:11:36
null
MEMBER
null
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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5,126
Fix class name of symbolic link
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5126). All of your documentation changes will be reflected on that endpoint.", "I have removed the reference to the Issue in the PR title, so that we avoid to have both references (to the issue and to the PR) in the merge commi...
2022-10-17T15:11:02
2022-11-14T14:40:18
2022-11-14T14:40:18
CONTRIBUTOR
null
Fix #5098
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5,125
Add `pyproject.toml` for `black`
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-17T13:38:47
2022-10-17T14:23:27
2022-10-17T14:21:09
CONTRIBUTOR
null
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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5,124
Install tensorflow-macos dependency conditionally
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-17T08:45:08
2022-10-19T09:12:17
2022-10-19T09:10:06
MEMBER
null
Fix #5118.
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I_kwDODunzps5UF4nU
5,123
datasets freezes with streaming mode in multiple-gpu
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[ "@lhoestq I tested the script without accelerator, and I confirm this is due to datasets part as this gets similar results without accelerator.", "Hi ! You said it works on 1 GPU but doesn't wortk without accelerator - what's the difference between running on 1 GPU and running without accelerator in your case ?"...
2022-10-17T03:28:16
2023-05-14T06:55:20
null
NONE
null
## 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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1,410,732,403
PR_kwDODunzps5A4rWn
5,122
Add warning
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[ "As mentioned in https://github.com/huggingface/datasets/issues/5105 I think we just need to keep the existing files instead of deleting them.\r\nThe `dataset_info.json` file contains the split names anyway, so we know which files belong to the dataset, and which ones don't." ]
2022-10-17T01:30:37
2022-11-05T12:23:53
2022-11-05T12:23:53
NONE
null
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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PR_kwDODunzps5A4gUB
5,121
Bugfix ignore function when creating new_fingerprint for caching
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[ "Adding \"function\" to the kwargs to ignore when computing the fingerprint will break `map` caching. Indeed passing two different function would result in two different datasets that have the same fingerprint - and the cache wouldn't be able to distinguish them.\r\n\r\nE.g this code would reload ds1 from the cache...
2022-10-17T00:03:43
2022-10-17T12:39:36
2022-10-17T12:39:36
NONE
null
maybe fixes: #5109
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1,410,641,221
PR_kwDODunzps5A4X10
5,120
Fix `tqdm` zip bug
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[ "@albertvillanova Thanks for your comment. What do you think about creating 2 `pbar` for each case? I see the `pbar_iterable` is initialized differently. Maybe `pbar` can also be initialized like that.", "@albertvillanova Another solution I implemented is to change `pbar_iterable` and add the `zip` to it. I updat...
2022-10-16T22:19:18
2022-10-23T10:27:53
2022-10-19T08:53:17
CONTRIBUTOR
null
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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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-16T17:36:49
2022-10-19T09:48:19
2022-10-19T09:45:59
CONTRIBUTOR
null
null
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5,118
Installing `datasets` on M1 computers
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[ "Thanks for reporting, @david1542." ]
2022-10-16T16:50:08
2022-10-19T09:10:08
2022-10-19T09:10:08
CONTRIBUTOR
null
## 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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1,409,571,346
I_kwDODunzps5UBFoS
5,117
Progress bars have color red and never completed to 100%
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[ "Hi @echatzikyriakidis, thanks for submitting the issue.\r\nWhich shell are you using exactly? I tried to run the command you sent, but I don't see colors at all 🧐\r\n\r\nI tried from bash and zsh as well.", "Hi @david1542 ,\r\n\r\nI use Google Colab.\r\n", "Got it. I [created a PR](https://github.com/huggingf...
2022-10-14T16:12:30
2022-10-23T12:58:41
2022-10-23T12:58:41
NONE
null
## 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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1,409,549,471
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5,116
Use yaml for issue templates + revamp
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-14T15:53:13
2022-10-19T13:05:49
2022-10-19T13:03:22
CONTRIBUTOR
null
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 documentation is not available anymore as the PR was closed or merged._", "I also ran the code in https://github.com/huggingface/datasets/issues/5111 and it works fine now :)", "This is ready for review :)" ]
2022-10-14T12:06:14
2022-10-14T15:02:15
2022-10-14T14:59:58
MEMBER
null
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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1,409,236,738
I_kwDODunzps5T_z8C
5,114
load_from_disk with remote filesystem fails due to a wrong temporary local folder path
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[ "Hi Hubert! Could you please probably create a publicly available `gs://` dataset link? I think this would be easier for others to directly start to debug.", "What seems to work is to change the line to:\r\n```\r\nfs.download(src_dataset_path, dataset_path.parent.as_posix(), recursive=True)\r\n```" ]
2022-10-14T11:54:53
2022-11-19T07:13:10
null
CONTRIBUTOR
null
## 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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1,409,207,607
PR_kwDODunzps5Az0Ei
5,113
Fix filter indices when batched
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I think a patch release will be necessary.", "I'm also fixing https://github.com/huggingface/datasets/issues/5111 which will lalso require a patch release" ]
2022-10-14T11:30:03
2022-10-24T06:21:09
2022-10-14T12:11:44
MEMBER
null
This PR fixes a bug introduced by: - #5030 Fix #5112.
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5,112
Bug with filtered indices
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[ "The issue is here:\r\nhttps://github.com/huggingface/datasets/blob/3ad9644b9a2e4558dd1d0f1e43c67658674e6228/src/datasets/arrow_dataset.py#L2964", "@PartiallyTyped, @Muennighoff: the issue is fixed.\r\n\r\nWe are planning to make a patch release today.", "Thanks a lot for the swift response! For a brief moment ...
2022-10-14T10:35:47
2022-10-14T13:55:03
2022-10-14T12:11:45
MEMBER
null
## 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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5,111
map and filter not working properly in multiprocessing with the new release 2.6.0
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[ "Same bug exists with `num_proc=1` on colab. `3.7.14 (default, Sep 8 2022, 00:06:44) [GCC 7.5.0]` ", "Thanks for reporting, @loubnabnl and for the additional information, @PartiallyTyped.\r\n\r\nHowever, I'm not able to reproduce this issue, neither locally nor on Colab:\r\n```\r\nDataset({\r\n features: ['re...
2022-10-13T17:00:55
2022-10-17T08:26:59
2022-10-14T14:59:59
NONE
null
## 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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[ "The hash used for caching is computed by pickling recursively the function passed to `map`. Maybe some objects don't have the same hash across sessions. In particular you can check the hash of your model using\r\n```python\r\nfrom datasets.fingerprint import Hasher\r\nobj = AutoModel.from_config(config=config, ad...
2022-10-13T09:12:58
2022-10-17T10:38:45
2022-10-17T10:38:45
CONTRIBUTOR
null
## 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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2022-10-13T02:33:55
2022-10-14T09:47:28
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Multiprocessed dataset builder
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[ "I would also like to add a test, but am not sure whether it should go into `test_builder` (more natural imo) or `test_load` (which already contains a lot of the things I have to import to run my current testing setup). For reference, what I run to test that it works looks like:\r\n\r\n```\r\nimport os\r\nfrom path...
2022-10-12T19:59:17
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2022-11-09T17:11:43
CONTRIBUTOR
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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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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Just wondering if there might be other data classes default values missed that could cause an issue... Apart from feature-like classes and tasks, I don't see any others though...\r\n\r\nI think we're good ! `asdict` is used on the ...
2022-10-12T18:33:49
2022-10-13T09:59:07
2022-10-13T09:56:51
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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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5,105
Specifying an exisiting folder in download_and_prepare deletes everything in it
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[ "cc @lhoestq ", "Thanks for reporting, @cakiki.\r\n\r\nI would say the deletion of the dir is an expected behavior though...", "`dask.to_parquet` has an \"overwrite\" parameter and default is `False`, we could also have something similar", "Thank you both for your feedback!\r\n\r\n@albertvillanova I think I m...
2022-10-12T11:53:33
2022-10-20T11:53:59
null
CONTRIBUTOR
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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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Fix loading how to guide (#5102)
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2022-10-12T10:34:42
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url encode hub url (#5099)
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Error in create a dataset from a Python generator
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[ "Hi, thanks for reporting! The last line should be `dataset = Dataset.from_generator(my_gen)`.", "Can I work on this one?" ]
2022-10-11T14:28:58
2022-10-12T11:31:56
2022-10-12T11:31:56
NONE
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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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Free the "hf" filesystem protocol for `hffs`
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datasets[s3] sagemaker can't run a model - datasets issue with Value and ClassLabel and cast() method
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2022-10-11T11:16:31
2022-10-11T13:48:26
2022-10-11T13:48:26
NONE
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null
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1,404,370,191
I_kwDODunzps5TtP0P
5,099
datasets doesn't support # in data paths
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null
[ "`datasets` doesn't seem to urlencode the directory names here\r\n\r\nhttps://github.com/huggingface/datasets/blob/7feeb5648a63b6135a8259dedc3b1e19185ee4c7/src/datasets/utils/file_utils.py#L109-L111\r\n\r\nfor example we should have\r\n```python\r\nfrom datasets.utils.file_utils import hf_hub_url\r\n\r\nurl = hf_hu...
2022-10-11T10:05:32
2022-10-13T13:14:20
2022-10-13T13:14:20
NONE
null
## 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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1,404,058,518
I_kwDODunzps5TsDuW
5,098
Classes label error when loading symbolic links using imagefolder
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null
[ "It can be solved temporarily by remove `resolve` in \r\nhttps://github.com/huggingface/datasets/blob/bef23be3d9543b1ca2da87ab2f05070201044ddc/src/datasets/data_files.py#L278", "Hi, thanks for reporting and suggesting a fix! We still need to account for `.`/`..` in the file path, so a more robust fix would be `P...
2022-10-11T06:10:58
2022-11-14T14:40:20
2022-11-14T14:40:20
NONE
null
**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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1,403,679,353
I_kwDODunzps5TqnJ5
5,097
Fatal error with pyarrow/libarrow.so
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[ "Thanks for reporting, @catalys1.\r\n\r\nThis seems a duplicate of:\r\n- #3310 \r\n\r\nThe source of the problem is in PyArrow:\r\n- [ARROW-15141: [C++] Fatal error condition occurred in aws_thread_launch](https://issues.apache.org/jira/browse/ARROW-15141)\r\n- [ARROW-17501: [C++] Fatal error condition occurred in ...
2022-10-10T20:29:04
2022-10-11T06:56:01
2022-10-11T06:56:00
NONE
null
## 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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1,403,379,816
I_kwDODunzps5TpeBo
5,096
Transfer some canonical datasets under an organization namespace
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[ "The transfer of the dummy dataset to the dummy org works as expected:\r\n```python\r\nIn [1]: from datasets import load_dataset; ds = load_dataset(\"dummy_canonical_dataset\", download_mode=\"force_redownload\"); ds\r\nDownloading builder script: 100%|███████████████████████████████████████████████████████████████...
2022-10-10T15:44:31
2023-09-15T14:01:02
null
MEMBER
null
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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1,403,221,408
PR_kwDODunzps5Afzsq
5,095
Fix tutorial (#5093)
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[ "Oops I merged without linking to the hacktoberfest issue - not sure if it counts in this case\r\n\r\nsorry about that..\r\n\r\nNext time you can just mention \"Close #XXXX\" in your issue to link it", "It should :) (the `hacktoberfest` repo topic is all that matters)" ]
2022-10-10T13:55:15
2022-10-10T17:50:52
2022-10-10T15:32:20
CONTRIBUTOR
null
Close #5093
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1,403,214,950
I_kwDODunzps5To1xm
5,094
Multiprocessing with `Dataset.map` and `PyTorch` results in deadlock
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[ "Hi ! Could it be an Out of Memory issue that could have killed one of the processes ? can you check your memory ?", "Hi! I don't think it is a memory issue. I'm monitoring the main and spawn python processes and threads with `htop` and the memory does not peak. Besides, the example I've posted above should not b...
2022-10-10T13:50:56
2023-07-24T15:29:13
2023-07-24T15:29:13
NONE
null
## 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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1,402,939,660
I_kwDODunzps5TnykM
5,093
Mismatch between tutoriel and doc
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null
[ "Hi, thanks for reporting! This line should be replaced with \r\n```python\r\ndataset = dataset.map(lambda examples: tokenizer(examples[\"text\"], return_tensors=\"np\"), batched=True)\r\n```\r\nfor it to work (the `return_tensors` part inside the `tokenizer` call).", "Can I work on this?", "Fixed in https://gi...
2022-10-10T10:23:53
2022-10-10T17:51:15
2022-10-10T17:51:14
MEMBER
null
## 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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1,402,713,517
PR_kwDODunzps5AeIsS
5,092
Use HTML relative paths for tiles in the docs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Good catch, @lewtun. Thanks for the fix.\r\n> \r\n> Do you know if there are other absolute paths in the docs that should be fixed as well?\r\n\r\nI found a few more in [0d4796b](https://github.com/huggingface/datasets/pull/5092/co...
2022-10-10T07:24:27
2022-10-11T13:25:45
2022-10-11T13:23:23
MEMBER
null
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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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-07T12:39:44
2022-10-09T13:19:15
2022-10-09T13:16:57
CONTRIBUTOR
null
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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[ "Nice!!" ]
2022-10-07T12:31:56
2022-10-08T07:07:36
2022-10-08T07:07:36
MEMBER
null
## 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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5,089
Resume failed process
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2022-10-07T08:07:03
2022-10-07T08:07:03
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NONE
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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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[ "Hi @junwang-wish, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce the bug. Which version of `datasets` are you using? Does the problem persist if you update `datasets`?\r\n```shell\r\npip install -U datasets\r\n``` ", "Thanks @albertvillanova I updated `datasets` from `2.5.1` to `2.5.2` and...
2022-10-07T02:16:58
2022-10-07T14:43:16
null
NONE
null
## 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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5,087
Fix filter with empty indices
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-07T01:07:00
2022-10-07T18:43:03
2022-10-07T18:40:26
CONTRIBUTOR
null
Fix #5085
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HTTPError: 404 Client Error: Not Found for url
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[ "FYI @lewtun ", "Hi @km5ar, thanks for reporting.\r\n\r\nThis should be fixed in the notebook:\r\n- the filename `datasets-issues-with-hf-doc-builder.jsonl` no longer exists on the repo; instead, current filename is `datasets-issues-with-comments.jsonl`\r\n- see: https://huggingface.co/datasets/lewtun/github-issu...
2022-10-06T19:48:58
2022-10-07T15:12:01
2022-10-07T15:12:01
NONE
null
## 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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1,400,113,569
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5,085
Filtering on an empty dataset returns a corrupted dataset.
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[ "~~It seems like #5043 fix (merged recently) is the root cause of such behaviour. When we empty indices mapping (because the dataset length equals to zero), we can no longer get column item like: `ds_filter_2['sentence']` which uses\r\n`ds_filter_1._indices.column(0)`~~\r\n\r\n**UPDATE:**\r\nEmpty datasets are retu...
2022-10-06T18:18:49
2022-10-07T19:06:02
2022-10-07T18:40:26
NONE
null
## 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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5,084
IterableDataset formatting in numpy/torch/tf/jax
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5084). All of your documentation changes will be reflected on that endpoint.", "Actually I'm not happy with this implementation. It always require the iterable dataset to have definite `features`, which removes a lot of flexibi...
2022-10-06T16:53:38
2023-09-24T10:06:51
2022-12-20T17:19:52
MEMBER
null
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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[ "hii @lhoestq, can you assign this issue to me? Though i am new to open source still I would love to put my best foot forward. I can see there isn't anyone right now assigned to this issue.", "Hi @zutarich ! This issue was fixed by #5852 - sorry I forgot to close it\r\n\r\nFeel free to look for other issues and p...
2022-10-06T15:14:58
2023-10-09T12:42:15
2023-10-09T12:42:15
MEMBER
null
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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adding keep in memory
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi @mariosasko , I have added a test for the `keep_in_memory` version. I have also removed the `Compatible with temp_seed` part in the scope of `dset_shuffled`, please verify if that makes sense." ]
2022-10-06T11:10:46
2022-10-07T14:35:34
2022-10-07T14:32:54
CONTRIBUTOR
null
Fixing #514 . Hello @mariosasko 👋, I have implemented what you have recommanded to fix the keep in memory problem for shuffle on the issue #514 .
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5,081
Bug loading `sentence-transformers/parallel-sentences`
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[ "tagging @nreimers ", "The dataset is sadly not really compatible to be loaded with `load_dataset`. So far it is better to git clone it and to use the files directly.\r\n\r\nA data loading script would be needed to be added to this dataset. But this was too much overhead / not really intuitive how to create it.",...
2022-10-06T10:47:51
2022-10-11T10:00:48
null
CONTRIBUTOR
null
## 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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1,398,849,565
I_kwDODunzps5TYMAd
5,080
Use hfh for caching
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[ "There is some discussion in https://github.com/huggingface/huggingface_hub/pull/1088 if it can help :)" ]
2022-10-06T05:51:58
2022-10-06T14:26:05
null
MEMBER
null
## 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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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-06T01:39:35
2022-10-07T14:35:43
2022-10-07T14:33:10
CONTRIBUTOR
null
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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5,078
Fix header level in Audio docs
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-05T20:22:44
2022-10-06T08:12:23
2022-10-06T08:09:41
MEMBER
null
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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5,077
Fix passed download_config in HubDatasetModuleFactoryWithoutScript
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2022-10-05T16:42:36
2022-10-06T05:31:22
2022-10-06T05:29:06
MEMBER
null
Fix passed `download_config` in `HubDatasetModuleFactoryWithoutScript`.
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fix: update exception throw from OSError to EnvironmentError in `push…
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2022-10-05T14:46:29
2022-10-07T14:35:57
2022-10-07T14:33:27
CONTRIBUTOR
null
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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[ "@mariosasko I've raised a PR #5076 against this issue. Please help to review. Thanks." ]
2022-10-05T14:14:18
2022-10-07T14:33:28
2022-10-07T14:33:28
CONTRIBUTOR
null
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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[ "Hi, can I pick up this issue?", "#self-assign", "Looks like the top-level `datasource` directory was removed when https://github.com/huggingface/datasets/pull/4974 was merged, so there are 3 source files to fix." ]
2022-10-05T14:03:55
2022-10-07T14:33:11
2022-10-07T14:33:11
CONTRIBUTOR
null
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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5,073
Restore saved format state in `load_from_disk`
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2022-10-05T13:51:47
2022-10-11T16:55:07
2022-10-11T16:49:23
CONTRIBUTOR
null
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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Image & Audio formatting for numpy/torch/tf/jax
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I just added a consolidation step so that numpy arrays or tensors of images are stacked together if the shapes match, instead of having lists of tensors\r\n\r\nFeel free to review @mariosasko :)", "I added a few lines in the docs a...
2022-10-05T13:07:03
2022-10-10T13:24:10
2022-10-10T13:21:32
MEMBER
null
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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Support DEFAULT_CONFIG_NAME when no BUILDER_CONFIGS
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Super, thanks a lot for adding this support, Albert!" ]
2022-10-05T06:28:39
2022-10-06T14:43:12
2022-10-06T14:40:26
MEMBER
null
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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Support default config name when no builder configs
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[ "Thank you for creating this feature request, Albert.\r\n\r\nFor context this is the datatest where Albert has been helping me to switch to on-the-fly split config https://huggingface.co/datasets/HuggingFaceM4/cm4-synthetic-testing\r\n\r\nand the attempt to switch on-the-fly splits was here: https://huggingface.co/...
2022-10-04T19:49:35
2022-10-06T14:40:26
2022-10-06T14:40:26
MEMBER
null
**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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Fix CONTRIBUTING once dataset scripts transferred to Hub
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2022-10-04T14:16:05
2022-10-06T06:14:43
2022-10-06T06:12:12
MEMBER
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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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Support streaming gzip.open
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2022-10-04T11:20:05
2022-10-06T15:13:51
2022-10-06T15:11:29
MEMBER
null
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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Ci py3.10
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2022-10-04T10:13:51
2022-11-29T15:28:05
2022-11-29T15:25:26
MEMBER
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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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Align signature of create/delete_repo with latest hfh
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2022-10-04T09:54:53
2022-10-07T17:02:11
2022-10-07T16:59:30
MEMBER
null
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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Align signature of list_repo_files with latest hfh
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2022-10-04T08:51:46
2022-10-07T16:42:57
2022-10-07T16:40:16
MEMBER
null
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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Fix CI hfh token warning
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[ "_The documentation is not available anymore as the PR was closed or merged._", "good catch !" ]
2022-10-04T06:36:54
2022-10-04T08:58:15
2022-10-04T08:42:31
MEMBER
null
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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`_pickle.PicklingError: logger cannot be pickled` in multiprocessing `map`
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[ "This is maybe related to python 3.10, do you think you could try on 3.8 ?\r\n\r\nIn the meantime we'll keep improving the support for 3.10. Let me add a dedicated CI", "I did some binary search and seems like the root cause is either `multiprocess` or `dill`. python 3.10 is fine. Specifically:\r\n- `multiprocess...
2022-10-03T23:51:38
2023-07-21T14:43:35
2023-07-21T14:43:34
NONE
null
## 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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Unable to Use Custom Dataset Locally
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[ "Hi ! I opened a PR in your repo to fix this :)\r\nhttps://huggingface.co/datasets/zpn/pubchem_selfies/discussions/7\r\n\r\nbasically you need to use `open` for streaming to work properly", "Thank you so much for this! Naive question, is this a feature of `open` or have you all overloaded it to be able to read fr...
2022-10-03T21:55:16
2022-10-06T14:29:18
2022-10-06T14:29:17
CONTRIBUTOR
null
## 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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Fix typo
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-10-03T17:05:25
2022-10-03T17:34:40
2022-10-03T17:32:27
MEMBER
null
Fixes a small typo :)
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