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https://api.github.com/repos/huggingface/datasets/issues/5799
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1,686,334,572
I_kwDODunzps5kg2xs
5,799
Files downloaded to cache do not respect umask
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1,682,582,765,000
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MEMBER
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As reported by @stas00, files downloaded to the cache do not respect umask: ```bash $ ls -l /path/to/cache/datasets/downloads/ -rw------- 1 uername username 150M Apr 25 16:41 5e646c1d600f065adaeb134e536f6f2f296a6d804bd1f0e1fdcd20ee28c185c6 ``` Related to: - #2065
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1,685,904,526
I_kwDODunzps5kfNyO
5,798
Support parallelized downloading and processing in load_dataset with Spark
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### Feature request When calling `load_dataset` for datasets that have multiple files, support using Spark to distribute the downloading and processing job to worker nodes when `cache_dir` is a cloud file system shared among nodes. ```python load_dataset(..., use_spark=True) ``` ### Motivation Further speed up ...
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1,685,501,199
I_kwDODunzps5kdrUP
5,797
load_dataset is case sentitive?
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[ "Hi @haonan-li , thank you for the report! It seems to be a bug on the [`huggingface_hub`](https://github.com/huggingface/huggingface_hub) site, there is even no such dataset as `mbzuai/bactrian-x` on the Hub. I opened and [issue](https://github.com/huggingface/huggingface_hub/issues/1453) there.", "I think `loa...
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### Describe the bug load_dataset() function is case sensitive? ### Steps to reproduce the bug The following two code, get totally different behavior. 1. load_dataset('mbzuai/bactrian-x','en') 2. load_dataset('MBZUAI/Bactrian-X','en') ### Expected behavior Compare 1 and 2. 1 will download all 52 subsets, sh...
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1,685,196,061
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5,794
CI ZeroDivisionError
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Sometimes when running our CI on Windows, we get a ZeroDivisionError: ``` FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_frugalscore - ZeroDivisionError: float division by zero ``` See for example: - https://github.com/huggingface/datasets/actions/runs/4809358266/jobs/8560513110 - https:/...
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1,684,777,320
I_kwDODunzps5ka6lo
5,793
IterableDataset.with_format("torch") not working
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[ "Hi ! Thanks for reporting, I'm working on it ;)" ]
1,682,506,223,000
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### Describe the bug After calling the with_format("torch") method on an IterableDataset instance, the data format is unchanged. ### Steps to reproduce the bug ```python from datasets import IterableDataset def gen(): for i in range(4): yield {"a": [i] * 4} dataset = IterableDataset.from_generator(g...
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1,683,473,943
I_kwDODunzps5kV8YX
5,791
TIFF/TIF support
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### Feature request I currently have a dataset (with tiff and json files) where I have to do this: `wget path_to_data/images.zip && unzip images.zip` `wget path_to_data/annotations.zip && unzip annotations.zip` Would it make sense a contribution that supports these type of files? ### Motivation instead o...
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1,682,611,179
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5,789
Support streaming datasets that use jsonlines
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Extend support for streaming datasets that use `jsonlines.open`. Currently, if `jsonlines` is installed, `datasets` raises a `FileNotFoundError`: ``` FileNotFoundError: [Errno 2] No such file or directory: 'https://...' ``` See: - https://huggingface.co/datasets/masakhane/afriqa/discussions/1
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5,786
Multiprocessing in a `filter` or `map` function with a Pytorch model
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[ "Hi ! PyTorch may hang when calling `load_state_dict()` in a subprocess. To fix that, set the multiprocessing start method to \"spawn\". Since `datasets` uses `multiprocess`, you should do:\r\n\r\n```python\r\n# Required to avoid issues with pytorch (otherwise hangs during load_state_dict in multiprocessing)\r\nimp...
1,682,332,687,000
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### Describe the bug I am trying to use a Pytorch model loaded on CPUs with multiple processes with a `.map` or a `.filter` method. Usually, when dealing with models that are non-pickable, creating a class such that the `map` function is the method `__call__`, and adding `reduce` helps to solve the problem. Howe...
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1,680,956,964
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5,785
Unsupported data files raise TypeError: 'NoneType' object is not iterable
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MEMBER
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Currently, we raise a TypeError for unsupported data files: ``` TypeError: 'NoneType' object is not iterable ``` See: - https://github.com/huggingface/datasets-server/issues/1073 We should give a more informative error message.
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5,783
Offset overflow while doing regex on a text column
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### Describe the bug `ArrowInvalid: offset overflow while concatenating arrays` Same error as [here](https://github.com/huggingface/datasets/issues/615) ### Steps to reproduce the bug Steps to reproduce: (dataset is a few GB big so try in colab maybe) ``` import datasets import re ds = datasets.lo...
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5,782
Support for various audio-loading backends instead of always relying on SoundFile
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### Feature request Introduce an option to select from a variety of audio-loading backends rather than solely relying on the SoundFile library. For instance, if the ffmpeg library is installed, it can serve as a fallback loading option. ### Motivation - The SoundFile library, used in [features/audio.py](https://gith...
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Error using `load_datasets`
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[ "It looks like an issue with your installation of scipy, can you try reinstalling it ?" ]
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### Describe the bug I tried to load a dataset using the `datasets` library in a conda jupyter notebook and got the below error. ``` ImportError: dlopen(/Users/gilbertyoung/miniforge3/envs/review_sense/lib/python3.8/site-packages/scipy/sparse/linalg/_isolve/_iterative.cpython-38-darwin.so, 0x0002): Library not ...
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TypeError: 'NoneType' object does not support item assignment
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command: ``` def load_datasets(formats, data_dir=datadir, data_files=datafile): dataset = load_dataset(formats, data_dir=datadir, data_files=datafile, split=split, streaming=True, **kwargs) return dataset raw_datasets = DatasetDict() raw_datasets["train"] = load_datasets(“csv”, args.datadir, "train.csv", s...
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Schrödinger's dataset_dict
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[ "Hi ! Passing `data_files=\"path/test.json\"` is equivalent to `data_files={\"train\": [\"path/test.json\"]}`, that's why you end up with a train split. If you don't pass `data_files=`, then split names are inferred from the data files names" ]
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### Describe the bug If you use load_dataset('json', data_files="path/test.json"), it will return DatasetDict({train:...}). And if you use load_dataset("path"), it will return DatasetDict({test:...}). Why can't the output behavior be unified? ### Steps to reproduce the bug as description above. ### Expected b...
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datasets.load_dataset("code_search_net", "python") : NotADirectoryError: [Errno 20] Not a directory
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[ "Note:\r\nI listed the datasets and grepped around to find what appears to be an alternative source for this:\r\n\r\nraw_datasets = load_dataset(\"espejelomar/code_search_net_python_10000_examples\", \"python\")", "Thanks for reporting, @jason-brian-anderson.\r\n\r\nYes, this is a known issue: the [CodeSearchNet]...
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### Describe the bug While checking out the [tokenizer tutorial](https://huggingface.co/course/chapter6/2?fw=pt), i noticed getting an error while initially downloading the python dataset used in the examples. The [collab with the error is here](https://colab.research.google.com/github/huggingface/notebooks/blob/ma...
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5,776
Use Pandas' `read_json` in the JSON builder
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CONTRIBUTOR
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Instead of PyArrow's `read_json`, we should use `pd.read_json` in the JSON builder for consistency with the CSV and SQL builders (e.g., to address https://github.com/huggingface/datasets/issues/5725). In Pandas2.0, to get the same performance, we can set the `engine` to "pyarrow". The issue is that Colab still doesn...
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ArrowDataset.save_to_disk lost some logic of remote
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[ "We just fixed this on `main` and will do a new release soon :)" ]
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### Describe the bug https://github.com/huggingface/datasets/blob/e7ce0ac60c7efc10886471932854903a7c19f172/src/datasets/arrow_dataset.py#L1371 Here is the bug point, when I want to save from a `DatasetDict` class and the items of the instance is like `[('train', Dataset({features: ..., num_rows: ...}))]` , there ...
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train_dataset does not implement __len__
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[ "Thanks for reporting, @v-yunbin.\r\n\r\nCould you please give more details, the steps to reproduce the bug, the complete error back trace and the environment information (`datasets-cli env`)?", "this is a detail error info from transformers:\r\n```\r\nTraceback (most recent call last):\r\n File \"finetune.py\",...
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when train using data precessored by the datasets, I get follow warning and it leads to that I can not set epoch numbers: `ValueError: The train_dataset does not implement __len__, max_steps has to be specified. The number of steps needs to be known in advance for the learning rate scheduler.`
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5,771
Support cloud storage for loading datasets
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[ "A duplicate of https://github.com/huggingface/datasets/issues/5281" ]
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CONTRIBUTOR
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### Feature request It seems that the the current implementation supports cloud storage only for `load_from_disk`. It would be nice if a similar functionality existed in `load_dataset`. ### Motivation Motivation is pretty clear -- let users work with datasets located in the cloud. ### Your contribution ...
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Tiktoken tokenizers are not pickable
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[ "Thanks for reporting, @markovalexander.\r\n\r\nUnfortunately, I'm not able to reproduce the issue: the `tiktoken` tokenizer can be used within `Dataset.map`, both in my local machine and in a Colab notebook: https://colab.research.google.com/drive/1DhJroZgk0sNFJ2Mrz-jYgrmh9jblXaCG?usp=sharing\r\n\r\nAre you sure y...
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### Describe the bug Since tiktoken tokenizer is not pickable, it is not possible to use it inside `dataset.map()` with multiprocessing enabled. However, you [made](https://github.com/huggingface/datasets/issues/5536) tiktoken's tokenizers pickable in `datasets==2.10.0` for caching. For some reason, this logic does no...
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load_dataset("squad") doesn't work in 2.7.1 and 2.10.1
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[ "Thanks for reporting, @yaseen157.\r\n\r\nCould you please give the complete error stack trace?", "I am not able to reproduce your issue: the dataset loads perfectly on my local machine and on a Colab notebook: https://colab.research.google.com/drive/1Fbdoa1JdNz8DOdX6gmIsOK1nCT8Abj4O?usp=sharing\r\n```python\r\nI...
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### Describe the bug There is an issue that seems to be unique to the "squad" dataset, in which it cannot be loaded using standard methods. This issue is most quickly reproduced from the command line, using the HF examples to verify a dataset is loaded properly. This is not a problem with "squad_v2" dataset for e...
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1,672,433,979
I_kwDODunzps5jr1E7
5,767
How to use Distill-BERT with different datasets?
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[ "Closing this one in favor of the same issue opened in the `transformers` repo." ]
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### Describe the bug - `transformers` version: 4.11.3 - Platform: Linux-5.4.0-58-generic-x86_64-with-glibc2.29 - Python version: 3.8.10 - PyTorch version (GPU?): 1.12.0+cu102 (True) - Tensorflow version (GPU?): 2.10.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version: not installed - JaxL...
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1,671,485,882
I_kwDODunzps5joNm6
5,766
Support custom feature types
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[ "Hi ! Interesting :) What kind of new types would you like to use ?\r\n\r\nNote that you can already implement your own decoding by using `set_transform` that can decode data on-the-fly when rows are accessed" ]
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### Feature request I think it would be nice to allow registering custom feature types with the 🤗 Datasets library. For example, allow to do something along the following lines: ``` from datasets.features import register_feature_type # this would be a new function @register_feature_type class CustomFeature...
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5,765
ValueError: You should supply an encoding or a list of encodings to this method that includes input_ids, but you provided ['text']
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[ "You need to remove the `text` and `text_en` columns before passing the dataset to the `DataLoader` to avoid this error:\r\n```python\r\ntokenized_datasets = tokenized_datasets.remove_columns([\"text\", \"text_en\"])\r\n```\r\n", "Thanks @mariosasko. Now I am getting this error:\r\n\r\n```\r\nTraceback (most rece...
1,681,743,650,000
1,682,430,645,000
null
NONE
null
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### Describe the bug Following is my code that I am trying to run, but facing an error (have attached the whole error below): My code: ``` from collections import OrderedDict import warnings import flwr as fl import torch import numpy as np import random from torch.utils.data import DataLoader from...
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I_kwDODunzps5jlXjm
5,764
ConnectionError: Couldn't reach https://www.dropbox.com/s/zts98j4vkqtsns6/aclImdb_v2.tar?dl=1
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[ "Thanks for reporting, @sauravtii.\r\n\r\nUnfortunately, I'm not able to reproduce the issue:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n\r\nIn [2]: ds = load_dataset(\"josianem/imdb\")\r\n\r\nIn [2]: ds\r\nOut[2]: \r\nDatasetDict({\r\n train: Dataset({\r\n features: ['text', 'label'],\r...
1,681,722,498,000
1,681,802,300,000
1,681,802,300,000
NONE
null
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### Describe the bug I want to use this (https://huggingface.co/datasets/josianem/imdb) dataset therefore I am trying to load it using the following code: ``` dataset = load_dataset("josianem/imdb") ``` The dataset is not getting loaded and gives the error message as the following: ``` Traceback (most rece...
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1,670,326,470
I_kwDODunzps5jjyjG
5,762
Not able to load the pile
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[ "Thanks for reporting, @surya-narayanan.\r\n\r\nI see you already started a discussion about this on the Community tab of the corresponding dataset: https://huggingface.co/datasets/EleutherAI/the_pile/discussions/10\r\nLet's continue the discussion there!" ]
1,681,700,950,000
1,681,724,247,000
1,681,724,247,000
NONE
null
null
### Describe the bug Got this error when I am trying to load the pile dataset ``` TypeError: Couldn't cast array of type struct<file: string, id: string> to {'id': Value(dtype='string', id=None)} ``` ### Steps to reproduce the bug Please visit the following sample notebook https://colab.research.goo...
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1,670,034,582
I_kwDODunzps5jirSW
5,761
One or several metadata.jsonl were found, but not in the same directory or in a parent directory
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[ "Also, when generated from a zip archive, the dataset contains only a few images. In my case, 20 versus 2000+ contained in the archive. The generation from folders works as expected.", "Thanks for reporting, @blghtr.\r\n\r\nYou should include the `metadata.jsonl` in your ZIP archives, at the root level directory....
1,681,662,115,000
1,681,905,204,000
null
NONE
null
null
### Describe the bug An attempt to generate a dataset from a zip archive using imagefolder and metadata.jsonl does not lead to the expected result. Tried all possible locations of the json file: the file in the archive is ignored (generated dataset contains only images), the file next to the archive like [here](http...
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1,670,028,072
I_kwDODunzps5jipso
5,760
Multi-image loading in Imagefolder dataset
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1,681,660,865,000
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### Feature request Extend the `imagefolder` dataloading script to support loading multiple images per dataset entry. This only really makes sense if a metadata file is present. Currently you can use the following format (example `metadata.jsonl`: ``` {'file_name': 'path_to_image.png', 'metadata': ...} ... `...
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1,669,977,848
I_kwDODunzps5jidb4
5,759
Can I load in list of list of dict format?
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[ "Thanks for reporting, @LZY-the-boys.\r\n\r\nCould you please give more details about what is your intended dataset structure? What are the names of the columns and the value of each row?\r\n\r\nCurrently, the JSON-Lines format is supported:\r\n- Each line correspond to one row of the dataset\r\n- Each line is comp...
1,681,653,014,000
1,681,905,876,000
null
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### Feature request my jsonl dataset has following format: ``` [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] ``` I try to use `datasets.load_dataset('json', data_files=path)` or `datasets.Dataset.from_json`, it raises ``` File "site-p...
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1,669,910,503
I_kwDODunzps5jiM_n
5,757
Tilde (~) is not supported
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1,681,645,690,000
1,682,004,651,000
1,682,004,651,000
CONTRIBUTOR
null
null
### Describe the bug It seems that `~` is not recognized correctly in local paths. Whenever I try to use it I get an exception ### Steps to reproduce the bug ```python load_dataset("imagefolder", data_dir="~/data/my_dataset") ``` Will generate the following error: ``` EmptyDatasetError: The directory at ...
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