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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
datasets fail to process SQuADv1.1 with max_seq_length=128, doc_stride=96 when calling datasets["train"].train_dataset.map().
## Steps to reproduce the bug
I used huggingface[ TF2 question-answering examples](https://github.com/huggingface/transformers/tree/main/examples/tensorflow/question-a... | 2022-07-29T11:18:24Z | https://github.com/huggingface/datasets/issues/4769 | {
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Related to:
- #4735 | 2022-07-29T16:42:28Z | https://github.com/huggingface/datasets/pull/4768 | {
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I also fixed `interleave_datasets`... | 2022-09-09T17:17:39Z | https://github.com/huggingface/datasets/pull/4762 | {
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Does the `search-batch` function automatically parallelizes the input queries to different gpus?https://github.com/huggingface/datasets/blob/d76599bdd4d186b2e7c4f468b05766016055a0a5/src/datasets/sea... | 2023-07-21T02:07:10Z | https://github.com/huggingface/datasets/issues/4761 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
I can't retrieve a cached dataset with offline mode enabled
## Steps to reproduce the bug
To reproduce my issue, first, you'll need to run a script that will cache the dataset
```python
import os
os.environ["HF_DATASETS_OFFLINE"] = "0"
import datasets
datasets.logging.set_verbosity_i... | 2024-02-15T17:27:07Z | https://github.com/huggingface/datasets/issues/4760 | {
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https://huggingface.co/datasets/Toygar/turkish-offensive-language-detection
### Description
Status code: 400
Exception: Status400Error
Message: The dataset does not exist.
Hi, I provided train.csv, test.csv and valid.csv files. However, viewer says dataset does not exist.
Should I n... | 2022-07-28T13:17:56Z | https://github.com/huggingface/datasets/issues/4759 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | As discussed with @ydshieh, when passing a relative path as `data_dir` to `load_dataset` of a dataset hosted on the Hub, the relative path is transformed to the corresponding URL of the Hub dataset.
Currently, we mention this in our docs here: [Create a dataset loading script > Download data files and organize split... | 2022-08-25T18:34:24Z | https://github.com/huggingface/datasets/issues/4757 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When using `tokenizer`, we can retrieve the field `overflow_to_sample_mapping`, since long samples will be overflown into multiple token sequences.
However, when tokenizing is done via `Dataset.map`, with `n_proc > 1`, the `overflow_to_sample_mapping` field is wrong. This seems to be because ea... | 2023-12-13T19:34:43Z | https://github.com/huggingface/datasets/issues/4755 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
When running the `datasets-cli test` it would seem that some config properties in a DatasetInfo get mangled, leading to issues, e.g., about the ClassLabel.
## Steps to reproduce the bug
In summary, what I want to do is create three configs:
- unfiltered: no classlabel, no tasks. Gets data fr... | 2022-08-08T18:20:50Z | https://github.com/huggingface/datasets/issues/4752 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR aims to add relevant information like the Description, Language and citation information of the clinic oos dataset card. | 2022-07-28T10:53:21Z | https://github.com/huggingface/datasets/pull/4751 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Hi,
I would like to create a loading script for a benchmark comprising multiple huggingface datasets.
The function _split_generators needs to return the files for the respective dataset. However, the files are not always in the same location for each dataset. I want to just make a wrapper dataset that provides a si... | 2022-07-27T13:58:07Z | https://github.com/huggingface/datasets/issues/4750 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR follows up on #4710 to separate the object detection and image classification guides. It expands a little more on the original guide to include a more complete example of loading and transforming a whole dataset. | 2022-07-27T17:28:21Z | https://github.com/huggingface/datasets/pull/4748 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Following https://github.com/huggingface/datasets/pull/4724 (needs to be merged first)
It's good practice to shard parquet files to enable parallelism with spark/dask/etc.
I added the `max_shard_size` parameter to `download_and_prepare` (default to 500MB for parquet, and None for arrow).
```python
from datase... | 2022-09-15T13:43:55Z | https://github.com/huggingface/datasets/pull/4747 | {
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_No response_
### Description
_No response_
### Owner
_No response_ | 2022-09-08T08:15:22Z | https://github.com/huggingface/datasets/issues/4746 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | I am working with a large collection of private datasets, it would be convenient for me to be able to list them.
I would envision extending the convention of using `use_auth_token` keyword argument to `list_datasets` function, then calling:
```
list_datasets(use_auth_token="my_token")
```
would return the li... | 2023-07-25T15:01:49Z | https://github.com/huggingface/datasets/issues/4745 | {
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However:
- dummy data makes sense only for datasets in our GitHub repo: so that we can test their loading with our CI
- for datasets on the Hub:
- they do not pass any CI t... | 2022-08-02T23:50:30Z | https://github.com/huggingface/datasets/issues/4744 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
To finalize my dataset, I wanted to create dummy data as per the guide and I ran
```shell
datasets-cli dummy_data datasets/hebban-reviews --auto_generate
```
where hebban-reviews is [this repo](https://huggingface.co/datasets/BramVanroy/hebban-reviews). And even though the scripts runs an... | 2022-11-04T14:04:24Z | https://github.com/huggingface/datasets/issues/4742 | {
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Before, multiprocessing was not used in `map_nested` if `num_proc` was greater than or equal to `len(iterable)`.
- Multiprocessing was not used e.g. when passing `num_proc=20` but having 19 files to download
- As by default, `DownloadManager` sets `num_proc=16`, before multiprocessing was ... | 2022-07-28T10:53:23Z | https://github.com/huggingface/datasets/pull/4740 | {
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- deprecate public functions: `load_metric`, `list_metrics` and `inspect_metric`: docstring and warning
- test deprecation warnings are issues
- deprecate metrics in all docs
- remove mentions to metrics in docs and README
- deprecate internal functions/classes
Maybe we should also stop testi... | 2022-07-28T11:44:27Z | https://github.com/huggingface/datasets/pull/4739 | {
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- Implements separate unit/integration tests
- A fail in integration tests does not cancel the rest of the jobs
- We should implement more robust integration tests: work in progress in a subsequent PR
- For the moment, test involving network requests are marked as integration: to be evolved | 2022-07-26T20:19:22Z | https://github.com/huggingface/datasets/pull/4738 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ```
from datasets import load_dataset
dataset = load_dataset("scene_parse_150", "scene_parsing")
FileNotFoundError: Couldn't find file at http://data.csail.mit.edu/places/ADEchallenge/ADEChallengeData2016.zip
```
| 2022-09-01T15:37:11Z | https://github.com/huggingface/datasets/issues/4737 | {
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https://huggingface.co/datasets/deepklarity/huggingface-spaces-dataset/viewer/deepklarity--huggingface-spaces-dataset/train
### Description
Hi Team,
I'm getting the following error on a uploaded dataset. I'm getting the same status for a couple of hours now. The dataset size is `<1MB` and the format is cs... | 2022-07-22T13:46:38Z | https://github.com/huggingface/datasets/issues/4736 | {
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Fix #4734 | 2022-07-22T07:58:14Z | https://github.com/huggingface/datasets/pull/4735 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
After the today release of `rouge_score-0.0.7` it seems no longer importable. Our CI fails: https://github.com/huggingface/datasets/runs/7463218591?check_suite_focus=true
```
FAILED tests/test_dataset_common.py::LocalDatasetTest::test_builder_class_bigbench
FAILED tests/test_dataset_common.py::L... | 2022-07-22T07:45:19Z | https://github.com/huggingface/datasets/issues/4734 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
A clear and concise description of what the bug is.
Loading Rouge metric gives error after latest rouge-score==0.0.7 release.
Downgrading rougemetric==0.0.4 works fine.
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
```
## Expected results
A clear and concis... | 2022-07-22T09:08:02Z | https://github.com/huggingface/datasets/issues/4733 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | As reported by @TrentBrick here https://github.com/huggingface/datasets/issues/4725#issuecomment-1191858596, it could be more clear that loading a dataset by passing its name does not use the (modified) local script of it.
What he did:
- he installed `datasets` from source
- he modified locally `datasets/the_pile/... | 2022-08-23T16:32:23Z | https://github.com/huggingface/datasets/issues/4732 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
Loading into memory the validation split of imagenet-1k takes much more RAM than expected. Assuming ImageNet-1k is 150 GB, split is 50000 validation images and 1,281,167 train images, I would expect only about 6 GB loaded in RAM.
## Steps to reproduce the bug
```python
from datasets import... | 2022-07-21T16:41:04Z | https://github.com/huggingface/datasets/issues/4730 | {
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- `ci_hub_config`
- `set_ci_hub_access_token`: to replace setUp/tearDown
- `temporary_repo` context manager: to replace `try... finally`
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```
from datasets import load_dataset, DownloadMode
load... | 2022-08-04T08:32:35Z | https://github.com/huggingface/datasets/issues/4728 | {
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https://huggingface.co/datasets/TheNoob3131/mosquito-data/viewer/TheNoob3131--mosquito-data/test
### Description
Dataset preview not showing with large files. Says 'split cache is empty' even though there are train and test splits.
### Owner
_No response_ | 2022-07-21T07:51:56Z | https://github.com/huggingface/datasets/issues/4727 | {
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Note that when I git clone the repo and use `pip install -e .` and then edit the URL back the codebase doesn't se... | 2022-07-22T06:09:46Z | https://github.com/huggingface/datasets/issues/4725 | {
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This PR adds support for `fsspec` URIs like `s3://...`, `gcs://...` etc. and ads the `file_format` to save as parquet instead of arrow:
```python
from datasets import *
cache_dir = "s3://..."
build... | 2022-09-05T17:27:25Z | https://github.com/huggingface/datasets/pull/4724 | {
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to preserve the version, it... | 2022-07-20T17:02:33Z | https://github.com/huggingface/datasets/pull/4722 | {
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I am fine tuning a wav2vec2 model following the script here using my own dataset: https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py
Loading my Audio dataset from the hub which was originally generated from disk results in th... | 2022-07-22T14:11:47Z | https://github.com/huggingface/datasets/issues/4721 | {
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https://huggingface.co/datasets/shamikbose89/lancaster_newsbooks
### Description
Status code: 400
Exception: ValueError
Message: Cannot seek streaming HTTP file
I am able to use the dataset loading script locally and it also runs when I'm using the one from the hub, but the viewer sti... | 2022-09-08T16:47:21Z | https://github.com/huggingface/datasets/issues/4720 | {
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So my dataset is public in the Huggingface Hub, but when I try to load it using the load_dataset command, it shows that it is downloading the files, but throws a ValueError. When I went to my directory to ... | 2022-07-20T06:46:57Z | https://github.com/huggingface/datasets/issues/4719 | {
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_No response_
### Description
Unable to view the split data
### Owner
_No response_ | 2022-07-20T08:32:57Z | https://github.com/huggingface/datasets/issues/4717 | {
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This PR adds this explanation to the docs. | 2022-07-21T08:16:59Z | https://github.com/huggingface/datasets/pull/4713 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently, in our docs for Audio/Vision/Text, we explain how to:
- Load data
- Process data
However we only explain how to *Create a dataset loading script* for text data.
I think it would be useful that we add the same for Audio/Vision as these have some specificities different from Text.
See, for example:
... | 2023-07-25T16:07:52Z | https://github.com/huggingface/datasets/issues/4711 | {
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- **Name:** WMT21 & WMT22
- **Description:** We are going to have three tracks: two small tasks and a large task.
The small tracks evaluate translation between fairly related languages and English (all pairs). The large track uses 101 languages.
- **Paper:** /
- **Data:** https://statmt.org/wmt... | 2023-06-20T09:02:11Z | https://github.com/huggingface/datasets/issues/4709 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently there is a bug in `require_torchaudio` (indeed it is requiring `sox` instead):
```python
def require_torchaudio(test_case):
if find_spec("sox") is None:
...
```
The bug was introduced by:
- #3685
- Commit: https://github.com/huggingface/datasets/pull/3685/commits/b5a3e7122d49c4dcc9333b1d8d18a8... | 2022-07-22T06:30:56Z | https://github.com/huggingface/datasets/pull/4708 | {
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_No response_
### Description
Getting this error when trying to view dataset preview:
Message: 401, message='Unauthorized', url=URL('https://huggingface.co/datasets/TheNoob3131/mosquito-data/resolve/8aceebd6c4a359d216d10ef020868bd9e8c986dd/0_Africa_train.csv')
### Owner
_No response_ | 2022-07-18T19:44:46Z | https://github.com/huggingface/datasets/issues/4707 | {
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I applied your fix @mustaszewski
I also used a dict to make the dataset generation much faster | 2022-07-19T06:41:14Z | https://github.com/huggingface/datasets/pull/4706 | {
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I fixed it and also uploaded the data to hf.co to make the dataset work in streaming mode | 2022-07-21T17:18:44Z | https://github.com/huggingface/datasets/pull/4705 | {
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This PR fixes these tests, so that if `zstandard` or `lz4` are not installed, the tests are skipp... | 2022-07-19T13:02:31Z | https://github.com/huggingface/datasets/pull/4704 | {
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This should be useful in situations like [this one](https://discuss.huggingface.co/t/loading-custom-audio-dataset-and-fine-tuning-model/8836/4). | 2022-07-22T11:17:42Z | https://github.com/huggingface/datasets/pull/4703 | {
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## The problem
The datasets hub currently has `8,239` datasets. These datasets span a wide range of different modalities and tasks (currently with a bias towards textual data).
There are various ways of identifying datasets that may be releva... | 2024-02-12T09:53:43Z | https://github.com/huggingface/datasets/issues/4702 | {
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```
from datasets import load_dataset
dataset = load_dataset(<repo_id>, use_auth_token=<private_token>, streaming=True)
for d in dataset['train']:
print(d)
break # this is for checking
```
This code is an e... | 2022-07-20T13:10:44Z | https://github.com/huggingface/datasets/pull/4699 | {
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https://huggingface.co/datasets/frgfm/imagenette
### Description
Hello there :wave:
Thanks for the amazing work you've done with HF Datasets! I've just started playing with it, and managed to upload my first dataset. But for the second one, I'm having trouble with the preview since there is some archive... | 2022-08-01T15:10:57Z | https://github.com/huggingface/datasets/issues/4697 | {
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Cannot load LinCE dataset due to a connection error
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("lince", "ner_spaeng")
```
A notebook with this code and corresponding error can be found at https://colab.research.google.com/drive/1... | 2022-07-18T09:20:40Z | https://github.com/huggingface/datasets/issues/4696 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR adds MANtIS dataset.
Arxiv: [https://arxiv.org/abs/1912.04639](https://arxiv.org/abs/1912.04639)
Github: [https://github.com/Guzpenha/MANtIS](https://github.com/Guzpenha/MANtIS)
README and dataset tags are WIP. | 2022-09-30T14:39:30Z | https://github.com/huggingface/datasets/pull/4695 | {
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Any documentations for the the `load_dataset(streaming=True)` for (multi-node multi-GPU) DDP training?
### Motivation
Given a bunch of data files, it is expected to split them onto different GPUs. Is there a guide or documentation?
### Your contribution
Does it requires manually spli... | 2023-04-26T18:21:09Z | https://github.com/huggingface/datasets/issues/4694 | {
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A clear and concise description of what the bug is.
When I create a dataset, then add a column to the created dataset through the `dataset.add_column` feature and then try to cast a column of the dataset (this column contains image paths) with `Image()` by using the `cast_column()` feature, I ge... | 2022-07-19T13:36:24Z | https://github.com/huggingface/datasets/issues/4692 | {
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https://huggingface.co/datasets/rajistics/indian_food_images/viewer/rajistics--indian_food_images/train
### Description
I have a train/test split in my dataset
<img width="410" alt="Screen Shot 2022-07-15 at 11 44 42 AM" src="https://user-images.githubusercontent.com/6808012/179293215-7b419ec3-3527-46f2-8... | 2022-07-18T15:02:03Z | https://github.com/huggingface/datasets/issues/4691 | {
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- Refactors base extractors as subclasses of `BaseExtractor`:
- this is an abstract class defining the interface with:
- `is_extractable`: abstract class method
- `extract`: abstract static method
- Implements abstract `MagicNumberBaseExtractor` (as subclass of `BaseExtractor`):
- this has a... | 2022-07-18T08:46:56Z | https://github.com/huggingface/datasets/pull/4690 | {
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- Adds all compression formats to `test_extractor`
- Tests each base extractor for all compression formats
Note that all compression formats are tested except "rar". | 2022-07-15T17:47:02Z | https://github.com/huggingface/datasets/pull/4689 | {
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This PR fixes `test_extractor` so that if `zstandard` is not installed, `test_extractor` is skipped only for the `zstd` compression parameter, that is, it is not skipped for all the other compression parame... | 2022-07-15T15:27:53Z | https://github.com/huggingface/datasets/pull/4688 | {
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This PR also triggers the CI when a PR is merged to main branch. | 2022-07-15T13:47:21Z | https://github.com/huggingface/datasets/pull/4687 | {
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- Removes an unused method from `DummyTestFS`
- Refactors `mock_fsspec` to make it simpler | 2022-07-15T13:05:03Z | https://github.com/huggingface/datasets/pull/4685 | {
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Hi, if I want to change some values of the dataset, or add new columns to it, how can I do it?
For example, I want to change all the labels of the SST2 dataset to `0`:
```python
from datasets import l... | 2023-03-20T15:50:41Z | https://github.com/huggingface/datasets/issues/4684 | {
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Loading an image dataset with `imagefolder` throws `IndexError: list index out of range` when the given folder contains a non-image file (like a csv).
## Steps to reproduce the bug
Put a csv file in a folder with images and load it:
```python
import datasets
datasets.load_dataset("imagefold... | 2022-07-25T12:37:54Z | https://github.com/huggingface/datasets/issues/4681 | {
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https://huggingface.co/datasets/codeparrot/xlcost-text-to-code
### Description
Error
```
Server Error
Status code: 400
Exception: TypeError
Message: 'NoneType' object is not iterable
```
Before I did a minor change in the dataset script (removing some comments), the viewer was working but... | 2022-07-18T16:37:00Z | https://github.com/huggingface/datasets/issues/4680 | {
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@stas0... | 2022-07-21T15:55:26Z | https://github.com/huggingface/datasets/pull/4679 | {
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I am trying to pass a streaming version of c4 to a dataloader, but it can't be passed after I call `dataset.take(n)`. Some functions such as `shuffle()` can be applied without breaking the dataloader but not take.
## Steps to reproduce the bug
```python
import datasets
import torch
dset = ... | 2022-07-14T13:07:21Z | https://github.com/huggingface/datasets/issues/4678 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When pushing a dataset, the client errors randomly with `Bad Request for url:...`.
At the next call, a new parquet file is created for each shard.
The client may fail at any random shard.
## Steps to reproduce the bug
```python
dataset.push_to_hub("ORG/DATASET", private=True, branch="main")
... | 2023-02-07T13:54:10Z | https://github.com/huggingface/datasets/issues/4677 | {
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`Dataset.map`, when fed a Huggingface Tokenizer as its map func, can sometimes spend huge amounts of time doing casts. A minimal example follows.
Not all usages suffer from this. For example, I profiled the preprocessor at https://github.com/huggingface/notebooks/blob/main/examples/question_an... | 2022-10-03T13:01:04Z | https://github.com/huggingface/datasets/issues/4676 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
When using `.with_format("torch")`, an arrow table is returned and I am unable to use it by passing it to a PyTorch DataLoader: please see the code below.
## Steps to reproduce the bug
```python
from datasets import load_dataset
from torch.utils.data import DataLoader
ds = load_dataset(
... | 2022-07-14T14:17:46Z | https://github.com/huggingface/datasets/issues/4675 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
I am trying to load sentiment analysis datasets from huggingface, but any dataset I try to use via load_dataset, I get the same error:
`AttributeError: module 'pyarrow.lib' has no attribute 'IpcReadOptions'`
## Steps to reproduce the bug
```python
dataset = load_dataset("glue", "cola")
```
... | 2023-02-28T18:06:55Z | https://github.com/huggingface/datasets/issues/4674 | {
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If you use:
`conll_dataset.to_csv("ner_conll.csv")`
It will create a csv file with all of your data as expected, however when you load it with:
`conll_dataset = load_dataset("csv", data_files="ner_conll.csv")`
everything is read in as a string. For example if I look at everything in 'n... | 2022-07-12T13:33:09Z | https://github.com/huggingface/datasets/issues/4673 | {
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https://huggingface.co/datasets/wmt16
### Description
[Reported](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/12#62cb83f14c7f35284e796f9c) by a user of AutoTrain Evaluate. AFAIK this dataset was working 1-2 weeks ago, and I'm not sure how to interpret this error.
```
Status cod... | 2022-09-13T13:27:02Z | https://github.com/huggingface/datasets/issues/4671 | {
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I'm adding a new dataset which is a `.7z` zip file in Google drive and contains 3 json files inside. I'm able to download the data files using `download_and_extract` but after downloading it throws this error:
```
>>> dataset = load_dataset("./datasets/mantis/")
Using custom data configuration d... | 2022-07-15T13:02:07Z | https://github.com/huggingface/datasets/issues/4670 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
load_dataset('oscar-2201', 'af')
raises an error:
Traceback (most recent call last):
File "/usr/lib/python3.8/code.py", line 90, in runcode
exec(code, self.locals)
File "<input>", line 1, in <module>
File "..python3.8/site-packages/datasets/load.py", line 1656, in load_dataset
... | 2022-07-11T09:27:49Z | https://github.com/huggingface/datasets/issues/4669 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Link
https://huggingface.co/hungnm/multilingual-amazon-review-sentiment
### Description
_No response_
### Owner
Yes | 2022-07-11T07:47:47Z | https://github.com/huggingface/datasets/issues/4668 | {
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_No response_
### Description
_No response_
### Owner
_No response_ | 2022-07-11T07:47:15Z | https://github.com/huggingface/datasets/issues/4667 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
It is impossible to concatenate datasets if a feature is sequence of dict in one dataset and a dict of sequence in another. But based on the document, it should be automatically converted.
> A [datasets.Sequence](https://huggingface.co/docs/datasets/v2.3.2/en/package_reference/main_classes#datas... | 2022-07-12T17:16:15Z | https://github.com/huggingface/datasets/issues/4666 | {
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