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https://api.github.com/repos/huggingface/datasets/issues/4804 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4804/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4804/comments | https://api.github.com/repos/huggingface/datasets/issues/4804/events | https://github.com/huggingface/datasets/issues/4804 | 1,332,630,358 | I_kwDODunzps5PblNW | 4,804 | streaming dataset with concatenating splits raises an error | {
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"Hi! Only the name of a particular split (\"train\", \"test\", ...) is supported as a split pattern if `streaming=True`. We plan to address this limitation soon."
] | 2022-08-09T02:41:56Z | 2022-08-17T12:42:36Z | null | NONE | null | null | null | ## Describe the bug
streaming dataset with concatenating splits raises an error
## Steps to reproduce the bug
```python
from datasets import load_dataset
# no error
repo = "nateraw/ade20k-tiny"
dataset = load_dataset(repo, split="train+validation")
```
```python
from datasets import load_dataset
# er... | {
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] | open | false | null | [] | [] | 2022-08-08T16:01:24Z | 2022-08-08T16:01:24Z | null | CONTRIBUTOR | null | null | null | **Is your feature request related to a problem? Please describe.**
The `wikipedia` dataset requires a `pipeline` argument to build the list of splits:
https://huggingface.co/datasets/wikipedia/blob/main/wikipedia.py#L937
But this is currently not supported in `get_dataset_config_info`:
https://github.com/hu... | {
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https://api.github.com/repos/huggingface/datasets/issues/4802 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4802/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4802/comments | https://api.github.com/repos/huggingface/datasets/issues/4802/events | https://github.com/huggingface/datasets/issues/4802 | 1,331,676,691 | I_kwDODunzps5PX8YT | 4,802 | `with_format` behavior is inconsistent on different datasets | {
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"Hi! You can get a `torch.Tensor` if you do the following:\r\n```python\r\nraw = load_dataset(\"beans\", split=\"train\")\r\nraw = raw.select(range(100))\r\n\r\npreprocessor = AutoFeatureExtractor.from_pretrained(\"nateraw/vit-base-beans\")\r\n\r\nfrom datasets import Array3D\r\nfeatures = raw.features.copy()\r\nfe... | 2022-08-08T10:41:34Z | 2022-08-09T16:49:09Z | null | CONTRIBUTOR | null | null | null | ## Describe the bug
I found a case where `with_format` does not transform the dataset to the requested format.
## Steps to reproduce the bug
Run:
```python
from transformers import AutoTokenizer, AutoFeatureExtractor
from datasets import load_dataset
raw = load_dataset("glue", "sst2", split="train")
raw =... | {
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https://api.github.com/repos/huggingface/datasets/issues/4799 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4799/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4799/comments | https://api.github.com/repos/huggingface/datasets/issues/4799/events | https://github.com/huggingface/datasets/issues/4799 | 1,330,889,854 | I_kwDODunzps5PU8R- | 4,799 | video dataset loader/parser | {
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"Hi! We've just started discussing the video support in `datasets` (decoding backends, video feature type, etc.), so I believe we should have something tangible by the end of this year.\r\n\r\nAlso, if you have additional video features in mind that you would like to see, feel free to let us know",
"Coool thanks ... | 2022-08-07T01:54:12Z | 2022-08-09T16:42:51Z | 2022-08-09T16:42:51Z | CONTRIBUTOR | null | null | null | you know how you can [use `load_dataset` with any arbitrary csv file](https://huggingface.co/docs/datasets/loading#csv)? and you can also [use it to load a local image dataset](https://huggingface.co/docs/datasets/image_load#local-files)?
could you please add functionality to load a video dataset? it would be really... | {
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"@mariosasko I'm getting a similar issue when creating a Dataset from a Pandas dataframe, like so:\r\n\r\n```\r\nfrom datasets import Dataset, Features, Image, Value\r\nimport pandas as pd\r\nimport requests\r\nimport PIL\r\n\r\n# we need to define the features ourselves\r\nfeatures = Features({\r\n 'a': Value(d... | 2022-08-05T12:41:19Z | 2023-02-15T09:24:01Z | null | CONTRIBUTOR | null | null | null | ## Describe the bug
When adding a Pillow image to an existing Dataset on the hub, `add_item` fails due to the Pillow image not being automatically converted into the Image feature.
## Steps to reproduce the bug
```python
from datasets import load_dataset
from PIL import Image
dataset = load_dataset("hf-inte... | {
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"Thanks for reporting this as well, @stadlerb.\r\n\r\nI suggest waiting for the answer of the data owners... ",
"@albertvillanova The first author of the paper responded to the upstream issue:\r\n> Task IDs 11-510 are the 500 test problems. We use 90 problems (511-600) for validation and then remaining 374 for fi... | 2022-08-05T06:51:01Z | 2022-09-13T12:27:24Z | 2022-09-13T12:27:24Z | NONE | null | null | null | (@albertvillanova)
The [MBPP dataset on the Hub](https://huggingface.co/datasets/mbpp) has only a test split for both its "full" and its "sanitized" subset, while the [paper](https://arxiv.org/abs/2108.07732) states in subsection 2.1 regarding the full split:
> In the experiments described later in the paper, we hold... | {
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"Thanks for proposing, @NielsRogge.\r\n\r\nPlease, note this dataset requires registering in their website and their Terms and Conditions state we cannot distribute their URL:\r\n```\r\n1. You will NOT distribute the download URLs\r\n...\r\n```"
] | 2022-08-04T13:07:26Z | 2022-08-08T05:31:20Z | null | CONTRIBUTOR | null | null | null | ## Adding a Dataset
- **Name:** DocVQA
- **Description:** Document Visual Question Answering (DocVQA) seeks to inspire a “purpose-driven” point of view in Document Analysis and Recognition research, where the document content is extracted and used to respond to high-level tasks defined by the human consumers of this ... | {
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"Thanks for reporting. It's a known issue that should be fixed soon. Meanwhile, I had to manually trigger the dataset viewer. It's OK now.\r\nNote that the extreme aspect ratio of the images generates another issue, that we're inspecting."
] | 2022-08-04T12:49:16Z | 2022-08-04T13:43:16Z | 2022-08-04T13:43:16Z | NONE | null | null | null | ### Link
https://huggingface.co/datasets/Team-PIXEL/rendered-wikipedia-english/viewer/rendered-wikipedia-en/train
### Description
The dataset can be loaded fine but the viewer shows this error:
```
Server Error
Status code: 400
Exception: Status400Error
Message: The dataset does not exist.
```
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According to their paper, the TREC dataset contains 2 kinds of classes:
- 6 coarse classes: TREC-6
- 50 fine classes: TREC-50
However, our implementation only has 47 (instead of 50) fine classes. The reason for this is that we only considered the last segment of the label, which is repeated fo... | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/o... | [] | 2022-08-04T08:15:51Z | 2022-08-04T17:21:01Z | 2022-08-04T17:21:01Z | MEMBER | null | null | null | ## Describe the bug
As reported on the Hub [Fix Checksum Mismatch](https://huggingface.co/datasets/mbpp/discussions/1), there is a `NonMatchingChecksumError` when loading mbpp dataset
## Steps to reproduce the bug
```python
ds = load_dataset("mbpp", "full")
```
## Expected results
Loading of the dataset with... | {
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https://api.github.com/repos/huggingface/datasets/issues/4786 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4786/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4786/comments | https://api.github.com/repos/huggingface/datasets/issues/4786/events | https://github.com/huggingface/datasets/issues/4786 | 1,327,340,828 | I_kwDODunzps5PHZ0c | 4,786 | .save_to_disk('path', fs=s3) TypeError | {
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] | closed | false | null | [] | [] | 2022-08-03T14:49:29Z | 2022-08-03T15:23:00Z | 2022-08-03T15:23:00Z | NONE | null | null | null | The following code:
```python
import datasets
train_dataset, test_dataset = load_dataset("imdb", split=["train", "test"])
s3 = datasets.filesystems.S3FileSystem(key=aws_access_key_id, secret=aws_secret_access_key)
train_dataset.save_to_disk("s3://datasets/", fs=s3)
```
produces following traceback:
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https://api.github.com/repos/huggingface/datasets/issues/4784 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4784/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4784/comments | https://api.github.com/repos/huggingface/datasets/issues/4784/events | https://github.com/huggingface/datasets/issues/4784 | 1,326,395,280 | I_kwDODunzps5PDy-Q | 4,784 | Add Multiface dataset | {
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"Hi @osanseviero I would like to add this dataset.",
"Hey @nandwalritik! Thanks for offering to help!\r\n\r\nThis dataset might be somewhat complex and I'm concerned about it being 65 TB, which would be quite expensive to host. @lhoestq @mariosasko I would love your input if you think it's worth adding this datas... | 2022-08-02T21:00:22Z | 2022-08-08T14:42:36Z | null | MEMBER | null | null | null | ## Adding a Dataset
- **Name:** Multiface dataset
- **Description:** f high quality recordings of the faces of 13 identities, each captured in a multi-view capture stage performing various facial expressions. An average of 12,200 (v1 scripts) to 23,000 (v2 scripts) frames per subject with capture rate at 30 fps
- **... | {
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https://api.github.com/repos/huggingface/datasets/issues/4782 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4782/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4782/comments | https://api.github.com/repos/huggingface/datasets/issues/4782/events | https://github.com/huggingface/datasets/issues/4782 | 1,326,247,158 | I_kwDODunzps5PDOz2 | 4,782 | pyarrow.lib.ArrowCapacityError: array cannot contain more than 2147483646 bytes, have 2147483648 | {
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"Thanks for reporting @conceptofmind.\r\n\r\nCould you please give details about your environment? \r\n```\r\n## Environment info\r\n<!-- You can run the command `datasets-cli env` and copy-and-paste its output below. -->\r\n- `datasets` version:\r\n- Platform:\r\n- Python version:\r\n- PyArrow version:\r\n```",
... | 2022-08-02T18:36:05Z | 2022-08-22T09:46:28Z | 2022-08-20T02:11:53Z | NONE | null | null | null | ## Describe the bug
Following the example in CodeParrot, I receive an array size limitation error when deduplicating larger datasets.
## Steps to reproduce the bug
```python
dataset_name = "the_pile"
ds = load_dataset(dataset_name, split="train")
ds = ds.map(preprocess, num_proc=num_workers)
uniques = set(ds.u... | {
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https://api.github.com/repos/huggingface/datasets/issues/4779 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4779/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4779/comments | https://api.github.com/repos/huggingface/datasets/issues/4779/events | https://github.com/huggingface/datasets/issues/4779 | 1,325,997,225 | I_kwDODunzps5PCRyp | 4,779 | Loading natural_questions requires apache_beam even with existing preprocessed data | {
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] | closed | false | null | [] | [] | 2022-08-02T15:06:57Z | 2022-08-02T16:03:18Z | 2022-08-02T16:03:18Z | MEMBER | null | null | null | ## Describe the bug
When loading "natural_questions", the package "apache_beam" is required:
```
ImportError: To be able to use natural_questions, you need to install the following dependency: apache_beam.
Please install it using 'pip install apache_beam' for instance'
```
This requirement is unnecessary, once ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4776 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4776/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4776/comments | https://api.github.com/repos/huggingface/datasets/issues/4776/events | https://github.com/huggingface/datasets/issues/4776 | 1,324,493,860 | I_kwDODunzps5O8iwk | 4,776 | RuntimeError when using torchaudio 0.12.0 to load MP3 audio file | {
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"Requiring torchaudio<0.12.0 isn't really a viable solution because that implies torch<0.12.0 which means no sm_86 CUDA support which means no RTX 3090 support in PyTorch.\r\n\r\nBut in my case, the error only occurs if `_fallback_load` resolves to `_fail_load` inside torchaudio 0.12.0 which is only the case if FFM... | 2022-08-01T14:11:23Z | 2023-03-02T15:58:16Z | 2023-03-02T15:58:15Z | MEMBER | null | null | null | Current version of `torchaudio` (0.12.0) raises a RuntimeError when trying to use `sox_io` backend but non-Python dependency `sox` is not installed:
https://github.com/pytorch/audio/blob/2e1388401c434011e9f044b40bc8374f2ddfc414/torchaudio/backend/sox_io_backend.py#L21-L29
```python
def _fail_load(
filepath: str... | {
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"Thanks for reporting @NitishkKarra.\r\n\r\nThe root source of the issue is that streaming mode is not supported out-of-the-box for that dataset, because it contains a TAR file.\r\n\r\nWe have opened a discussion in the corresponding Hub dataset page, pointing out this issue: https://huggingface.co/datasets/Theivap... | 2022-08-01T09:46:17Z | 2022-08-01T10:30:29Z | 2022-08-01T10:30:29Z | NONE | null | null | null | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4774 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4774/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4774/comments | https://api.github.com/repos/huggingface/datasets/issues/4774/events | https://github.com/huggingface/datasets/issues/4774 | 1,323,375,844 | I_kwDODunzps5O4Rzk | 4,774 | Training hangs at the end of epoch, with set_transform/with_transform+multiple workers | {
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] | open | false | null | [] | [] | 2022-07-31T06:32:28Z | 2022-07-31T06:36:43Z | null | NONE | null | null | null | ## Describe the bug
I use load_dataset() (I tried with [wiki](https://huggingface.co/datasets/wikipedia) and my own json data) and use set_transform/with_transform for preprocessing. But it hangs at the end of the 1st epoch if dataloader_num_workers>=1. No problem with single worker.
## Steps to reproduce the bu... | {
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"cc @Rocketknight1 ",
"Hi @lehrig, this is caused by the data collator renaming \"label\" to \"labels\". If you set `label_cols=[\"labels\"]` in the call it will work correctly. However, I agree that the cause of the bug is not obvious, so I'll see if I can make a PR to clarify things when the collator renames co... | 2022-07-29T21:32:12Z | 2022-09-12T11:24:46Z | 2022-09-12T11:24:46Z | NONE | null | null | null | ## Describe the bug
An incorrect `AssertionError` is raised when using `label_cols` in `to_tf_dataset` and the label's key name is `label`.
The assertion is in this line:
https://github.com/huggingface/datasets/blob/2.4.0/src/datasets/arrow_dataset.py#L475
## Steps to reproduce the bug
```python
from datasets... | {
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https://api.github.com/repos/huggingface/datasets/issues/4769 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4769/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4769/comments | https://api.github.com/repos/huggingface/datasets/issues/4769/events | https://github.com/huggingface/datasets/issues/4769 | 1,322,121,554 | I_kwDODunzps5OzflS | 4,769 | Fail to process SQuADv1.1 datasets with max_seq_length=128, doc_stride=96. | {
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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... | {
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"Thanks for reporting, @cheaterHy.\r\n\r\nThe cause of this issue is a misalignment between the names of the repo (`goes-mrms`, with hyphen) and its Python loading scrip file (`goes_mrms.py`, with underscore).\r\n\r\nI've opened an Issue discussion in their repo: https://huggingface.co/datasets/openclimatefix/goes-... | 2022-07-29T06:17:14Z | 2022-07-29T08:43:58Z | null | NONE | null | null | null | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4761 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4761/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4761/comments | https://api.github.com/repos/huggingface/datasets/issues/4761/events | https://github.com/huggingface/datasets/issues/4761 | 1,321,068,411 | I_kwDODunzps5Oved7 | 4,761 | parallel searching in multi-gpu setting using faiss | {
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"And I don't see any speed up when increasing the number of GPUs while calling `get_nearest_examples_batch`.",
"Hi ! Yes search_batch uses FAISS search which happens in parallel across the GPUs\r\n\r\n> And I don't see any speed up when increasing the number of GPUs while calling get_nearest_examples_batch.\r\n\r... | 2022-07-28T14:57:03Z | 2022-08-27T02:08:49Z | null | CONTRIBUTOR | null | null | null | While I notice that `add_faiss_index` has supported assigning multiple GPUs, I am still confused about how it works.
Does the `search-batch` function automatically parallelizes the input queries to different gpus?https://github.com/huggingface/datasets/blob/d76599bdd4d186b2e7c4f468b05766016055a0a5/src/datasets/sea... | {
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https://api.github.com/repos/huggingface/datasets/issues/4760 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4760/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4760/comments | https://api.github.com/repos/huggingface/datasets/issues/4760/events | https://github.com/huggingface/datasets/issues/4760 | 1,320,878,223 | I_kwDODunzps5OuwCP | 4,760 | Issue with offline mode | {
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"Hi @SaulLu, thanks for reporting.\r\n\r\nI think offline mode is not supported for datasets containing only data files (without any loading script). I'm having a look into this...",
"Thanks for your feedback! \r\n\r\nTo give you a little more info, if you don't set the offline mode flag, the script will load the... | 2022-07-28T12:45:14Z | 2022-07-28T16:05:36Z | null | NONE | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4759 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4759/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4759/comments | https://api.github.com/repos/huggingface/datasets/issues/4759/events | https://github.com/huggingface/datasets/issues/4759 | 1,320,783,300 | I_kwDODunzps5OuY3E | 4,759 | Dataset Viewer issue for Toygar/turkish-offensive-language-detection | {
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"I refreshed the dataset viewer manually, it's fixed now. Sorry for the inconvenience.\r\n<img width=\"1557\" alt=\"Capture d’écran 2022-07-28 à 09 17 39\" src=\"https://user-images.githubusercontent.com/1676121/181514666-92d7f8e1-ddc1-4769-84f3-f1edfdb902e8.png\">\r\n\r\n"
] | 2022-07-28T11:21:43Z | 2022-07-28T13:17:56Z | 2022-07-28T13:17:48Z | NONE | null | null | null | ### Link
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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4757 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4757/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4757/comments | https://api.github.com/repos/huggingface/datasets/issues/4757/events | https://github.com/huggingface/datasets/issues/4757 | 1,320,602,532 | I_kwDODunzps5Otsuk | 4,757 | Document better when relative paths are transformed to URLs | {
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"gi... | [] | 2022-07-28T08:46:27Z | 2022-08-25T18:34:24Z | 2022-08-25T18:34:24Z | MEMBER | null | null | null | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4755 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4755/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4755/comments | https://api.github.com/repos/huggingface/datasets/issues/4755/events | https://github.com/huggingface/datasets/issues/4755 | 1,319,687,044 | I_kwDODunzps5OqNOE | 4,755 | Datasets.map causes incorrect overflow_to_sample_mapping when used with tokenizers and small batch size | {
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"I've built a minimal example that shows this bug without `n_proc`. It seems like it's a problem any way of using **tokenizers, `overflow_to_sample_mapping`, and Dataset.map, with a small batch size**:\r\n\r\n```\r\nimport datasets\r\nimport transformers\r\npretrained = 'deepset/tinyroberta-squad2'\r\ntokenizer = t... | 2022-07-27T14:54:11Z | 2022-07-27T17:57:28Z | null | NONE | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4752 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4752/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4752/comments | https://api.github.com/repos/huggingface/datasets/issues/4752/events | https://github.com/huggingface/datasets/issues/4752 | 1,319,464,409 | I_kwDODunzps5OpW3Z | 4,752 | DatasetInfo issue when testing multiple configs: mixed task_templates | {
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"I've narrowed down the issue to the `dataset_module_factory` which already creates a `dataset_infos.json` file down in the `.cache/modules/dataset_modules/..` folder. That JSON file already contains the wrong task_templates for `unfiltered`.",
"Ugh. Found the issue: apparently `datasets` was reusing the already ... | 2022-07-27T12:04:54Z | 2022-08-08T18:20:50Z | null | CONTRIBUTOR | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4750 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4750/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4750/comments | https://api.github.com/repos/huggingface/datasets/issues/4750/events | https://github.com/huggingface/datasets/issues/4750 | 1,319,333,645 | I_kwDODunzps5Oo28N | 4,750 | Easily create loading script for benchmark comprising multiple huggingface datasets | {
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"Hi ! I think the simplest is to copy paste the `_split_generators` code from the other datasets and do a bunch of if-else, as in the glue dataset: https://huggingface.co/datasets/glue/blob/main/glue.py#L467",
"Ok, I see. Thank you"
] | 2022-07-27T10:13:38Z | 2022-07-27T13:58:07Z | 2022-07-27T13:58:07Z | CONTRIBUTOR | null | null | null | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4746 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4746/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4746/comments | https://api.github.com/repos/huggingface/datasets/issues/4746/events | https://github.com/huggingface/datasets/issues/4746 | 1,318,486,599 | I_kwDODunzps5OloJH | 4,746 | Dataset Viewer issue for yanekyuk/wikikey | {
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"The dataset is empty, as far as I can tell: there are no files in the repository at https://huggingface.co/datasets/yanekyuk/wikikey/tree/main\r\n\r\nMaybe the viewer can display a better message for empty datasets",
"OK. Closing as it's not an error. We will work on making the error message a lot clearer."
] | 2022-07-26T16:25:16Z | 2022-09-08T08:15:22Z | 2022-09-08T08:15:22Z | NONE | null | null | null | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4745 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4745/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4745/comments | https://api.github.com/repos/huggingface/datasets/issues/4745/events | https://github.com/huggingface/datasets/issues/4745 | 1,318,016,655 | I_kwDODunzps5Oj1aP | 4,745 | Allow `list_datasets` to include private datasets | {
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"Thanks for opening this issue :)\r\n\r\nIf it can help, I think you can already use `huggingface_hub` to achieve this:\r\n```python\r\n>>> from huggingface_hub import HfApi\r\n>>> [ds_info.id for ds_info in HfApi().list_datasets(use_auth_token=token) if ds_info.private]\r\n['bigscience/xxxx', 'bigscience-catalogue... | 2022-07-26T10:16:08Z | 2022-07-26T11:59:25Z | null | NONE | null | null | null | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4744 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4744/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4744/comments | https://api.github.com/repos/huggingface/datasets/issues/4744/events | https://github.com/huggingface/datasets/issues/4744 | 1,317,822,345 | I_kwDODunzps5OjF-J | 4,744 | Remove instructions to generate dummy data from our docs | {
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"Note that for me personally, conceptually all the dummy data (even for \"canonical\" datasets) should be superseded by `datasets-server`, which performs some kind of CI/CD of datasets (including the canonical ones)",
"I totally agree: next step should be rethinking if dummy data makes sense for canonical dataset... | 2022-07-26T07:32:58Z | 2022-08-02T23:50:30Z | 2022-08-02T23:50:30Z | MEMBER | null | null | null | In our docs, we indicate to generate the dummy data: https://huggingface.co/docs/datasets/dataset_script#testing-data-and-checksum-metadata
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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4742 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4742/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4742/comments | https://api.github.com/repos/huggingface/datasets/issues/4742/events | https://github.com/huggingface/datasets/issues/4742 | 1,317,260,663 | I_kwDODunzps5Og813 | 4,742 | Dummy data nowhere to be found | {
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"Hi @BramVanroy, thanks for reporting.\r\n\r\nFirst of all, please note that you do not need the dummy data: this was the case when we were adding datasets to the `datasets` library (on this GitHub repo), so that we could test the correct loading of all datasets with our CI. However, this is no longer the case for ... | 2022-07-25T19:18:42Z | 2022-11-04T14:04:24Z | 2022-11-04T14:04:10Z | CONTRIBUTOR | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4737 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4737/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4737/comments | https://api.github.com/repos/huggingface/datasets/issues/4737/events | https://github.com/huggingface/datasets/issues/4737 | 1,315,011,004 | I_kwDODunzps5OYXm8 | 4,737 | Download error on scene_parse_150 | {
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"Hi! The server with the data seems to be down. I've reported this issue (https://github.com/CSAILVision/sceneparsing/issues/34) in the dataset repo. ",
"The URL seems to work now, and therefore the script as well."
] | 2022-07-22T13:28:28Z | 2022-09-01T15:37:11Z | 2022-09-01T15:37:11Z | NONE | null | null | null | ```
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
```
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https://api.github.com/repos/huggingface/datasets/issues/4736 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4736/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4736/comments | https://api.github.com/repos/huggingface/datasets/issues/4736/events | https://github.com/huggingface/datasets/issues/4736 | 1,314,931,996 | I_kwDODunzps5OYEUc | 4,736 | Dataset Viewer issue for deepklarity/huggingface-spaces-dataset | {
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"Thanks for reporting. You're right, workers were under-provisioned due to a manual error, and the job queue was full. It's fixed now."
] | 2022-07-22T12:14:18Z | 2022-07-22T13:46:38Z | 2022-07-22T13:46:38Z | NONE | null | null | null | ### Link
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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4734 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4734/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4734/comments | https://api.github.com/repos/huggingface/datasets/issues/4734/events | https://github.com/huggingface/datasets/issues/4734 | 1,314,495,382 | I_kwDODunzps5OWZuW | 4,734 | Package rouge-score cannot be imported | {
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"We have added a comment on an existing issue opened in their repo: https://github.com/google-research/google-research/issues/1212#issuecomment-1192267130\r\n- https://github.com/google-research/google-research/issues/1212"
] | 2022-07-22T07:15:05Z | 2022-07-22T07:45:19Z | 2022-07-22T07:45:18Z | MEMBER | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4733 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4733/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4733/comments | https://api.github.com/repos/huggingface/datasets/issues/4733/events | https://github.com/huggingface/datasets/issues/4733 | 1,314,479,616 | I_kwDODunzps5OWV4A | 4,733 | rouge metric | {
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"Fixed by:\r\n- #4735"
] | 2022-07-22T07:06:51Z | 2022-07-22T09:08:02Z | 2022-07-22T09:05:35Z | NONE | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4732 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4732/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4732/comments | https://api.github.com/repos/huggingface/datasets/issues/4732/events | https://github.com/huggingface/datasets/issues/4732 | 1,314,371,566 | I_kwDODunzps5OV7fu | 4,732 | Document better that loading a dataset passing its name does not use the local script | {
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"Thanks for the feedback!\r\n\r\nI think since this issue is closely related to loading, I can add a clearer explanation under [Load > local loading script](https://huggingface.co/docs/datasets/main/en/loading#local-loading-script).",
"That makes sense but I think having a line about it under https://huggingface.... | 2022-07-22T06:07:31Z | 2022-08-23T16:32:23Z | 2022-08-23T16:32:23Z | MEMBER | null | null | null | 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/... | {
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https://api.github.com/repos/huggingface/datasets/issues/4730 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4730/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4730/comments | https://api.github.com/repos/huggingface/datasets/issues/4730/events | https://github.com/huggingface/datasets/issues/4730 | 1,313,421,263 | I_kwDODunzps5OSTfP | 4,730 | Loading imagenet-1k validation split takes much more RAM than expected | {
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"My bad, `482 * 418 * 50000 * 3 / 1000000 = 30221 MB` ( https://stackoverflow.com/a/42979315 ).\r\n\r\nMeanwhile `256 * 256 * 50000 * 3 / 1000000 = 9830 MB`. We are loading the non-cropped images and that is why we take so much RAM."
] | 2022-07-21T15:14:06Z | 2022-07-21T16:41:04Z | 2022-07-21T16:41:04Z | CONTRIBUTOR | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4728 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4728/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4728/comments | https://api.github.com/repos/huggingface/datasets/issues/4728/events | https://github.com/huggingface/datasets/issues/4728 | 1,312,897,454 | I_kwDODunzps5OQTmu | 4,728 | load_dataset gives "403" error when using Financial Phrasebank | {
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"Hi @rohitvincent, thanks for reporting.\r\n\r\nUnfortunately I'm not able to reproduce your issue:\r\n```python\r\nIn [2]: from datasets import load_dataset, DownloadMode\r\n ...: load_dataset(path='financial_phrasebank',name='sentences_allagree', download_mode=\"force_redownload\")\r\nDownloading builder script... | 2022-07-21T08:43:32Z | 2022-08-04T08:32:35Z | 2022-08-04T08:32:35Z | NONE | null | null | null | I tried both codes below to download the financial phrasebank dataset (https://huggingface.co/datasets/financial_phrasebank) with the sentences_allagree subset. However, the code gives a 403 error when executed from multiple machines locally or on the cloud.
```
from datasets import load_dataset, DownloadMode
load... | {
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https://api.github.com/repos/huggingface/datasets/issues/4727 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4727/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4727/comments | https://api.github.com/repos/huggingface/datasets/issues/4727/events | https://github.com/huggingface/datasets/issues/4727 | 1,312,645,391 | I_kwDODunzps5OPWEP | 4,727 | Dataset Viewer issue for TheNoob3131/mosquito-data | {
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"The preview is working OK:\r\n\r\n\r\n\r\n"
] | 2022-07-21T05:24:48Z | 2022-07-21T07:51:56Z | 2022-07-21T07:45:01Z | NONE | null | null | null | ### Link
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_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4725 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4725/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4725/comments | https://api.github.com/repos/huggingface/datasets/issues/4725/events | https://github.com/huggingface/datasets/issues/4725 | 1,311,907,096 | I_kwDODunzps5OMh0Y | 4,725 | the_pile datasets URL broken. | {
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"Thanks for reporting, @TrentBrick. We are addressing the change with their data host server.\r\n\r\nOn the meantime, if you would like to work with your fixed local copy of the_pile script, you should use:\r\n```python\r\nload_dataset(\"path/to/your/local/the_pile/the_pile.py\",...\r\n```\r\ninstead of just `load_... | 2022-07-20T20:57:30Z | 2022-07-22T06:09:46Z | 2022-07-21T07:38:19Z | NONE | null | null | null | https://github.com/huggingface/datasets/pull/3627 changed the Eleuther AI Pile dataset URL from https://the-eye.eu/ to https://mystic.the-eye.eu/ but the latter is now broken and the former works again.
Note that when I git clone the repo and use `pip install -e .` and then edit the URL back the codebase doesn't se... | {
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https://api.github.com/repos/huggingface/datasets/issues/4721 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4721/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4721/comments | https://api.github.com/repos/huggingface/datasets/issues/4721/events | https://github.com/huggingface/datasets/issues/4721 | 1,310,253,552 | I_kwDODunzps5OGOHw | 4,721 | PyArrow Dataset error when calling `load_dataset` | {
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"Hi ! It looks like a bug in `pyarrow`. If you manage to end up with only one chunk per parquet file it should workaround this issue.\r\n\r\nTo achieve that you can try to lower the value of `max_shard_size` and also don't use `map` before `push_to_hub`.\r\n\r\nDo you have a minimum reproducible example that we can... | 2022-07-20T01:16:03Z | 2022-07-22T14:11:47Z | null | NONE | null | null | null | ## Describe the bug
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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4720 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4720/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4720/comments | https://api.github.com/repos/huggingface/datasets/issues/4720/events | https://github.com/huggingface/datasets/issues/4720 | 1,309,980,195 | I_kwDODunzps5OFLYj | 4,720 | Dataset Viewer issue for shamikbose89/lancaster_newsbooks | {
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"It seems like the list of splits could not be obtained:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"shamikbose89/lancaster_newsbooks\", \"default\")\r\nUsing custom data configuration default\r\nTraceback (most recent call last):\r\n File \"/home/slesage/h... | 2022-07-19T20:00:07Z | 2022-09-08T16:47:21Z | 2022-09-08T16:47:21Z | NONE | null | null | null | ### Link
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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4719 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4719/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4719/comments | https://api.github.com/repos/huggingface/datasets/issues/4719/events | https://github.com/huggingface/datasets/issues/4719 | 1,309,854,492 | I_kwDODunzps5OEssc | 4,719 | Issue loading TheNoob3131/mosquito-data dataset | {
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"I am also getting a ValueError: 'Couldn't cast' at the bottom. Is this because of some delimiter issue? My dataset is on the Huggingface Hub. If you could look at it, that would be greatly appreciated.",
"Hi @thenerd31, thanks for reporting.\r\n\r\nPlease note that your issue is not caused by the Hugging Face Da... | 2022-07-19T17:47:37Z | 2022-07-20T06:46:57Z | 2022-07-20T06:46:02Z | NONE | null | null | null | 
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 ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4717 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4717/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4717/comments | https://api.github.com/repos/huggingface/datasets/issues/4717/events | https://github.com/huggingface/datasets/issues/4717 | 1,309,512,483 | I_kwDODunzps5ODZMj | 4,717 | Dataset Viewer issue for LawalAfeez/englishreview-ds-mini | {
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"It's currently working, as far as I understand\r\n\r\nhttps://huggingface.co/datasets/LawalAfeez/englishreview-ds-mini/viewer/LawalAfeez--englishreview-ds-mini/train\r\n\r\n<img width=\"1556\" alt=\"Capture d’écran 2022-07-19 à 09 24 01\" src=\"https://user-images.githubusercontent.com/1676121/179761130-2d7980b9... | 2022-07-19T13:19:39Z | 2022-07-20T08:32:57Z | 2022-07-20T08:32:57Z | NONE | null | null | null | ### Link
_No response_
### Description
Unable to view the split data
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4711 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4711/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4711/comments | https://api.github.com/repos/huggingface/datasets/issues/4711/events | https://github.com/huggingface/datasets/issues/4711 | 1,309,138,570 | I_kwDODunzps5OB96K | 4,711 | Document how to create a dataset loading script for audio/vision | {
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- 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:
... | {
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https://api.github.com/repos/huggingface/datasets/issues/4709 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4709/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4709/comments | https://api.github.com/repos/huggingface/datasets/issues/4709/events | https://github.com/huggingface/datasets/issues/4709 | 1,308,633,093 | I_kwDODunzps5OACgF | 4,709 | WMT21 & WMT22 | {
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"Hi ! That would be awesome to have them indeed, thanks for opening this issue\r\n\r\nI just added you to the WMT org on the HF Hub if you're interested in adding those datasets.\r\n\r\nFeel free to create a dataset repository for each dataset and upload the data files there :) preferably in ZIP archives instead of... | 2022-07-18T21:05:33Z | 2022-11-23T12:28:35Z | null | CONTRIBUTOR | null | null | null | ## Adding a Dataset
- **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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4707 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4707/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4707/comments | https://api.github.com/repos/huggingface/datasets/issues/4707/events | https://github.com/huggingface/datasets/issues/4707 | 1,308,251,405 | I_kwDODunzps5N-lUN | 4,707 | Dataset Viewer issue for TheNoob3131/mosquito-data | {
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"Thanks for reporting. I refreshed the dataset viewer and it now works as expected.\r\n\r\nhttps://huggingface.co/datasets/TheNoob3131/mosquito-data\r\n\r\n<img width=\"1135\" alt=\"Capture d’écran 2022-07-18 à 13 15 22\" src=\"https://user-images.githubusercontent.com/1676121/179566497-e47f1a27-fd84-4a8d-9d7f-2e... | 2022-07-18T17:07:19Z | 2022-07-18T19:44:46Z | 2022-07-18T17:15:50Z | NONE | null | null | null | ### Link
_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
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https://api.github.com/repos/huggingface/datasets/issues/4702 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4702/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4702/comments | https://api.github.com/repos/huggingface/datasets/issues/4702/events | https://github.com/huggingface/datasets/issues/4702 | 1,307,793,811 | I_kwDODunzps5N81mT | 4,702 | Domain specific dataset discovery on the Hugging Face hub | {
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"Hi! I added a link to this issue in our internal request for adding keywords/topics to the Hub, which is identical to the `topic tags` solution. The `collections` solution seems too complex (as you point out). Regarding the `domain tags` solution, we primarily focus on machine learning, so I'm not sure if it's a g... | 2022-07-18T11:14:03Z | 2022-07-19T15:18:11Z | null | MEMBER | null | null | null | **Is your feature request related to a problem? Please describe.**
## 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... | {
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"Hi @frgfm, thanks for reporting.\r\n\r\nAs the error message says, streaming mode is not supported out of the box when the dataset contains TAR archive files.\r\n\r\nTo make the dataset streamable, you have to use `dl_manager.iter_archive`.\r\n\r\nThere are several examples in other datasets, e.g. food101: https:/... | 2022-07-18T02:51:09Z | 2022-08-01T15:10:57Z | 2022-08-01T15:10:57Z | NONE | null | null | null | ### Link
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... | {
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"Hi @finiteautomata, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your issue:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n ...: dataset = load_dataset(\"lince\", \"ner_spaeng\")\r\nDownloading builder script: 20.8kB [00:00, 9.09MB/s] ... | 2022-07-17T19:01:54Z | 2022-07-18T09:20:40Z | 2022-07-18T07:24:22Z | NONE | null | null | null | ## Describe the bug
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... | {
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"Hi ! According to https://huggingface.co/docs/datasets/use_with_pytorch#stream-data you can use the pytorch DataLoader with `num_workers>0` to distribute the shards across your workers (it uses `torch.utils.data.get_worker_info()` to get the worker ID and select the right subsets of shards to use)\r\n\r\n<s> EDIT:... | 2022-07-17T01:29:43Z | 2023-02-28T14:17:10Z | null | NONE | null | null | null | ### Feature request
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... | {
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"Hi, thanks for reporting! A PR (https://github.com/huggingface/datasets/pull/4614) has already been opened to address this issue."
] | 2022-07-15T22:56:03Z | 2022-07-19T13:36:24Z | 2022-07-19T13:36:24Z | NONE | null | null | null | ## Describe the bug
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... | {
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"Hi, thanks for reporting. I triggered a refresh of the preview for this dataset, and it works now. I'm not sure what occurred.\r\n<img width=\"1019\" alt=\"Capture d’écran 2022-07-18 à 11 01 52\" src=\"https://user-images.githubusercontent.com/1676121/179541327-f62ecd5e-a18a-4d91-b316-9e2ebde77a28.png\">\r\n\r\n... | 2022-07-15T19:03:15Z | 2022-07-18T15:02:03Z | 2022-07-18T15:02:03Z | NONE | null | null | null | ### Link
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... | {
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"Hi! One option is use `map` with a function that overwrites the labels (`dset = dset.map(lamba _: {\"label\": 0}, features=dset.features`)). Or you can use the `remove_column` + `add_column` combination (`dset = dset.remove_columns(\"label\").add_column(\"label\", [0]*len(data)).cast(dset.features)`, but note that... | 2022-07-15T04:17:57Z | 2022-10-10T11:53:38Z | 2022-10-10T11:53:38Z | NONE | null | null | null | 
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... | {
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"Hi, thanks for reporting! If there are no examples in ImageFolder, the `label` column is of type `ClassLabel(names=[])`, which leads to an error in [this line](https://github.com/huggingface/datasets/blob/c15b391942764152f6060b59921b09cacc5f22a6/src/datasets/arrow_writer.py#L387) as `asdict(info)` calls `Features(... | 2022-07-14T10:57:55Z | 2022-07-25T12:37:54Z | 2022-07-25T12:37:54Z | NONE | null | null | null | ## Describe the bug
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... | {
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"There seems to be an issue with the `C++-snippet-level` config:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"codeparrot/xlcost-text-to-code\", \"C++-snippet-level\")\r\nTraceback (most recent call last):\r\n File \"/home/slesage/hf/datasets-server/services/... | 2022-07-14T09:45:50Z | 2022-07-18T16:37:00Z | 2022-07-18T16:04:36Z | NONE | null | null | null | ### Link
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... | {
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"Hi! Calling `take` on an iterable/streamable dataset makes it not possible to shard the dataset, which in turn disables multi-process loading (attempts to split the workload over the shards), so to go past this limitation, you can either use single-process loading in `DataLoader` (`num_workers=None`) or fetch the ... | 2022-07-13T17:34:18Z | 2022-07-14T13:07:21Z | null | NONE | null | null | null | ## Describe the bug
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 = ... | {
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"did you ever fix this? I'm experiencing the same",
"I am having the same issue. Even the simple example from the documentation gives me the 400 Error\r\n\r\n\r\n> from datasets import load_dataset\r\n> \r\n> dataset = load_dataset(\"stevhliu/demo\")\r\n> dataset.push_to_hub(\"processed_demo\")\r\n\r\n\r\n`reques... | 2022-07-12T15:56:44Z | 2023-02-07T13:54:10Z | 2023-02-07T13:54:10Z | NONE | null | null | null | ## 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")
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"Are you able to reproduce this? My example is small enough that it should be easy to try.",
"Hi! Thanks for reporting and providing a reproducible example. Indeed, by default, `datasets` performs an expensive cast on the values returned by `map` to convert them to one of the types supported by PyArrow (the under... | 2022-07-12T15:09:58Z | 2022-10-03T13:01:04Z | 2022-10-03T13:01:03Z | NONE | null | null | null | ## Describe the bug
`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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4675 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4675/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4675/comments | https://api.github.com/repos/huggingface/datasets/issues/4675/events | https://github.com/huggingface/datasets/issues/4675 | 1,302,193,649 | I_kwDODunzps5NneXx | 4,675 | Unable to use dataset with PyTorch dataloader | {
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"Hi! `para_crawl` has a single column of type `Translation`, which stores translation dictionaries. These dictionaries can be stored in a NumPy array but not in a PyTorch tensor since PyTorch only supports numeric types. In `datasets`, the conversion to `torch` works as follows: \r\n1. convert PyArrow table to NumP... | 2022-07-12T15:04:04Z | 2022-07-14T14:17:46Z | null | NONE | null | null | null | ## 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(
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"Hi @margotwagner, thanks for reporting.\r\n\r\nUnfortunately, I'm not able to reproduce your bug: in an environment with datasets-2.3.2 and pyarrow-8.0.0, I can load the datasets without any problem:\r\n```python\r\n>>> ds = load_dataset(\"glue\", \"cola\")\r\n>>> ds\r\nDatasetDict({\r\n train: Dataset({\r\n ... | 2022-07-11T22:10:44Z | 2023-02-28T18:06:55Z | 2023-02-28T18:06:55Z | NONE | null | null | null | ## 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")
```
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"Hi @courtneysprouse, thanks for reporting.\r\n\r\nYes, you are right: by default the \"csv\" loader loads all columns as strings. \r\n\r\nYou could tweak this behavior by passing the `feature` argument to `load_dataset`, but it is also true that currently it is not possible to perform some kind of casts, due to la... | 2022-07-11T17:30:24Z | 2022-07-12T13:33:09Z | 2022-07-12T13:33:08Z | NONE | null | null | null | ## Describe the bug
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... | {
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"Thanks for reporting, @lewtun.\r\n\r\n~We can't load the dataset locally, so I think this is an issue with the loading script (not the viewer).~\r\n\r\n We are investigating...",
"Recently, there was a merged PR related to this dataset:\r\n- #4554\r\n\r\nWe are looking at this...",
"Indeed, the above mentioned... | 2022-07-11T08:34:11Z | 2022-09-13T13:27:02Z | 2022-09-08T08:16:06Z | MEMBER | null | null | null | ### Link
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.
```
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"Hi @bhavitvyamalik, thanks for reporting.\r\n\r\nYes, currently we do not support 7zip archive compression: I think we should.\r\n\r\nAs a workaround, you could uncompress it explicitly, like done in e.g. `samsum` dataset: \r\n\r\nhttps://github.com/huggingface/datasets/blob/fedf891a08bfc77041d575fad6c26091bc0fce5... | 2022-07-10T18:16:49Z | 2022-07-15T13:02:07Z | 2022-07-15T13:02:07Z | CONTRIBUTOR | null | null | null | ## Describe the bug
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... | {
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"I had to use the appropriate token for use_auth_token. Thank you."
] | 2022-07-10T07:09:30Z | 2022-07-11T09:27:49Z | 2022-07-11T09:27:49Z | NONE | null | null | null | ## 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
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"It seems like a private dataset. The viewer is currently not supported on the private datasets."
] | 2022-07-09T18:04:13Z | 2022-07-11T07:47:47Z | 2022-07-11T07:47:47Z | NONE | null | null | null | ### Link
https://huggingface.co/hungnm/multilingual-amazon-review-sentiment
### Description
_No response_
### Owner
Yes | {
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https://api.github.com/repos/huggingface/datasets/issues/4667 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4667/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4667/comments | https://api.github.com/repos/huggingface/datasets/issues/4667/events | https://github.com/huggingface/datasets/issues/4667 | 1,299,735,703 | I_kwDODunzps5NeGSX | 4,667 | Dataset Viewer issue for hungnm/multilingual-amazon-review-sentiment-processed | {
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_No response_
### Description
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### Owner
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https://api.github.com/repos/huggingface/datasets/issues/4666 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4666/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4666/comments | https://api.github.com/repos/huggingface/datasets/issues/4666/events | https://github.com/huggingface/datasets/issues/4666 | 1,299,732,238 | I_kwDODunzps5NeFcO | 4,666 | Issues with concatenating datasets | {
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"Hi! I agree we should improve the features equality checks to account for this particular case. However, your code fails due to `answer_start` having the dtype `int64` instead of `int32` after loading from JSON (it's not possible to embed type precision info into a JSON file; `save_to_disk` does that for arrow fil... | 2022-07-09T17:45:14Z | 2022-07-12T17:16:15Z | 2022-07-12T17:16:14Z | NONE | null | null | null | ## 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4665 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4665/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4665/comments | https://api.github.com/repos/huggingface/datasets/issues/4665/events | https://github.com/huggingface/datasets/issues/4665 | 1,299,652,638 | I_kwDODunzps5NdyAe | 4,665 | Unable to create dataset having Python dataset script only | {
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"Hi @aleSuglia, thanks for reporting.\r\n\r\nWe are having a look at it. \r\n\r\nWe transfer this issue to the Community tab of the corresponding Hub dataset: https://huggingface.co/datasets/Heriot-WattUniversity/dialog-babi/discussions"
] | 2022-07-09T11:45:46Z | 2022-07-11T07:10:09Z | 2022-07-11T07:10:01Z | CONTRIBUTOR | null | null | null | ## Describe the bug
Hi there,
I'm trying to add the following dataset to Huggingface datasets: https://huggingface.co/datasets/Heriot-WattUniversity/dialog-babi/blob/
I'm trying to do so using the CLI commands but seems that this command generates the wrong `dataset_info.json` file (you can find it in the repo a... | {
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https://api.github.com/repos/huggingface/datasets/issues/4661 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4661/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4661/comments | https://api.github.com/repos/huggingface/datasets/issues/4661/events | https://github.com/huggingface/datasets/issues/4661 | 1,298,374,944 | I_kwDODunzps5NY6Eg | 4,661 | Concurrency bug when using same cache among several jobs | {
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"I can confirm that if I run one job first that processes the dataset, then I can run any jobs in parallel with no problem (no write-concurrency anymore...). ",
"Hi! That's weird. It seems like the error points to the `mkstemp` function, but the official docs state the following:\r\n```\r\nThere are no race condi... | 2022-07-08T01:58:11Z | 2022-07-15T17:11:23Z | null | NONE | null | null | null | ## Describe the bug
I used to see this bug with an older version of the datasets. It seems to persist.
This is my concrete scenario: I launch several evaluation jobs on a cluster in which I share the file system and I share the cache directory used by huggingface libraries. The evaluation jobs read the same *.csv ... | {
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"Hey, It's already present [here](https://huggingface.co/datasets/squad_v2) ",
"Hi! This dataset is indeed already available on the Hub. Closing."
] | 2022-07-07T03:19:36Z | 2022-07-12T16:14:52Z | 2022-07-12T16:14:52Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *SQuAD2.0*
- **Description:** *Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading ... | {
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"uploaded dataset [here](https://huggingface.co/datasets/embedding-data/Amazon-QA)."
] | 2022-07-07T03:15:11Z | 2022-07-14T02:20:12Z | 2022-07-14T02:20:12Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Amazon-QA*
- **Description:** *The dataset is .jsonl format, where each line in the file is a json string that corresponds to a question, existing answers to the question and the extracted review snippets (relevant to the question).*
- **Paper:** *https://github.com/amazonqa/amazonqa... | {
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"uploaded dataset [here](https://huggingface.co/datasets/embedding-data/simple-wiki)."
] | 2022-07-07T02:51:26Z | 2022-07-14T02:16:33Z | 2022-07-14T02:16:33Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Simple Wikipedia*
- **Description:** *Two different versions of the data set now exist. Both were generated by aligning Simple English Wikipedia and English Wikipedia. A complete description of the extraction process can be found in "Simple English Wikipedia: A New Simplification Task... | {
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"uploaded dataset [here](https://huggingface.co/datasets/embedding-data/QQP_triplets)."
] | 2022-07-07T02:43:42Z | 2022-07-14T02:13:50Z | 2022-07-14T02:13:50Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Quora Question Triplets*
- **Description:** *This dataset consists of over 400,000 lines of potential question duplicate pairs. Each line contains IDs for each question in the pair, the full text for each question, and a binary value that indicates whether the line truly contains a du... | {
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"uploaded dataset [here](https://huggingface.co/datasets/embedding-data/altlex)."
] | 2022-07-07T02:23:02Z | 2022-07-14T02:12:39Z | 2022-07-14T02:12:39Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Altlex*
- **Description:** *Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles.”*
- **Paper:** *https://aclanthology.org/P16-1135.pdf*
- **Data:** *https://huggingface.co/datasets/sentence-transformers/embed... | {
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] | 2022-07-07T02:13:46Z | 2022-07-14T02:11:48Z | 2022-07-14T02:11:48Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Sentence Compression*
- **Description:** *Large corpus of uncompressed and compressed sentences from news articles.*
- **Paper:** *https://www.aclweb.org/anthology/D13-1155/*
- **Data:** *https://github.com/google-research-datasets/sentence-compression/tree/master/data*
- **Motivat... | {
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] | 2022-07-07T01:59:08Z | 2022-07-14T02:09:45Z | 2022-07-14T02:09:45Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Flickr 30k*
- **Description:** *To produce the denotation graph, we have created an image caption corpus consisting of 158,915 crowd-sourced captions describing 31,783 images. This is an extension of our previous Flickr 8k Dataset. The new images and captions focus on people involved ... | {
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] | 2022-07-07T01:41:32Z | 2022-07-14T02:07:49Z | null | NONE | null | null | null | ## Adding a Dataset
- **Name:** *SPECTER*
- **Description:** *SPECTER: Document-level Representation Learning using Citation-informed Transformers*
- **Paper:** *https://doi.org/10.18653/v1/2020.acl-main.207*
- **Data:** *https://huggingface.co/datasets/sentence-transformers/embedding-training-data/resolve/main/spe... | {
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"uploaded dataset [here](https://huggingface.co/datasets/embedding-data/PAQ_pairs)"
] | 2022-07-07T01:29:42Z | 2022-07-14T02:06:27Z | 2022-07-14T02:06:27Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *PAQ*
- **Description:** *This repository contains code and models to support the research paper PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them*
- **Paper:** *https://arxiv.org/abs/2102.07033*
- **Data:** *https://huggingface.co/datasets/sentence-transformers/... | {
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] | 2022-07-07T01:06:37Z | 2022-07-14T02:03:40Z | 2022-07-14T02:03:40Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *WikiAnswers*
- **Description:** *The WikiAnswers corpus contains clusters of questions tagged by WikiAnswers users as paraphrases. Each cluster optionally contains an answer provided by WikiAnswers users.*
- **Paper:** *https://dl.acm.org/doi/10.1145/2623330.2623677*
- **Data:** *ht... | {
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- **Name:** *Reddit comments (2015-2018)*
- **Description:** *Reddit is an American social news aggregation website, where users can post links, and take part in discussions on these posts. These threaded discussions provide a large corpus, which is converted into a conversational dataset using th... | {
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"Thanks for reporting @lewtun.\r\n\r\nI confirm there is an issue with streaming: it does not stream locally. ",
"Oh, after investigation, the source of the issue is in the Hub dataset loading script.\r\n\r\nI'm opening a PR on the Hub dataset.",
"I've opened a PR on their Hub dataset to support streaming: http... | 2022-07-06T12:13:07Z | 2022-07-06T14:17:34Z | 2022-07-06T14:17:34Z | MEMBER | null | null | null | ### Link
https://huggingface.co/datasets/ccdv/pubmed-summarization
### Description
This was reported by a [user of AutoTrain Evaluate](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/7). It seems like streaming doesn't work due to the way the dataset loading script is defined?
```
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"Thanks for reporting, @lewtun.\r\n\r\nIt works locally in streaming mode:\r\n```\r\n{'bid': 27681,\r\n 'is_aggregate': True,\r\n 'source': 'cliffnotes',\r\n 'chapter_path': 'all_chapterized_books/27681-chapters/chapters_1_to_2.txt',\r\n 'summary_path': 'finished_summaries/cliffnotes/The Last of the Mohicans/sectio... | 2022-07-06T10:38:16Z | 2022-07-06T13:25:28Z | 2022-07-06T11:58:06Z | MEMBER | null | null | null | ### Link
https://huggingface.co/datasets/kmfoda/booksum
### Description
A [user of AutoTrain Evaluate](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/9) discovered this dataset cannot be streamed due to:
```
Status code: 400
Exception: ClientResponseError
Message: 401, messa... | {
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- **Name:** HaGRID -- HAnd Gesture Recognition Image Dataset
- **Description:** We introduce a large image dataset HaGRID (HAnd Gesture Recognition Image Dataset) for hand gesture recognition (HGR) systems. You can use it for image classification or image detection tasks. Proposed dataset allows t... | {
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"Thanks for reporting @cakiki.\r\n\r\nYes, this is a bug. We are investigating it.",
"@albertvillanova Nice! Let me know if it's something I can fix my self; would love to contribtue!",
"@cakiki I was working on this but if you would like to contribute, go ahead. I will close my PR. ;)\r\n\r\nFor the moment I j... | 2022-07-05T21:56:49Z | 2022-07-15T13:59:30Z | null | CONTRIBUTOR | null | null | null | ## Describe the bug
Not sure if this is a bug or just the way streaming works, but setting `streaming=True` did not work when setting `split="all"`
## Steps to reproduce the bug
The following works:
```python
ds = load_dataset('super_glue', 'wsc.fixed', split='all')
```
The following throws `ValueError: Bad ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4636 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4636/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4636/comments | https://api.github.com/repos/huggingface/datasets/issues/4636/events | https://github.com/huggingface/datasets/issues/4636 | 1,294,547,836 | I_kwDODunzps5NKTt8 | 4,636 | Add info in docs about behavior of download_config.num_proc | {
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I went to override `download_config.num_proc` and was confused about what was happening under the hood. It would be nice to have the behavior documented a bit better so folks know what's happening when they use it.
**Describe the solution you'd li... | {
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https://api.github.com/repos/huggingface/datasets/issues/4635 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4635/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4635/comments | https://api.github.com/repos/huggingface/datasets/issues/4635/events | https://github.com/huggingface/datasets/issues/4635 | 1,294,475,931 | I_kwDODunzps5NKCKb | 4,635 | Dataset Viewer issue for vadis/sv-ident | {
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"Thanks for reporting, @e-tornike \r\n\r\nSome context:\r\n- #4527 \r\n\r\nThe dataset loads locally in streaming mode:\r\n```python\r\nIn [2]: from datasets import load_dataset; ds = load_dataset(\"vadis/sv-ident\", split=\"validation\", streaming=True); item = next(iter(ds)); item\r\nUsing custom data configurati... | 2022-07-05T15:48:13Z | 2022-07-06T07:13:33Z | 2022-07-06T07:12:14Z | NONE | null | null | null | ### Link
https://huggingface.co/datasets/vadis/sv-ident/viewer/default/validation
### Description
Error message when loading validation split in the viewer:
```
Status code: 400
Exception: Status400Error
Message: The split cache is empty.
```
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4634 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4634/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4634/comments | https://api.github.com/repos/huggingface/datasets/issues/4634/events | https://github.com/huggingface/datasets/issues/4634 | 1,294,405,251 | I_kwDODunzps5NJw6D | 4,634 | Can't load the Hausa audio dataset | {
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"Could you provide the error details. It is difficult to debug otherwise. Also try other config. `ha` is not a valid."
] | 2022-07-05T14:47:36Z | 2022-09-13T14:07:32Z | 2022-09-13T14:07:32Z | NONE | null | null | null | common_voice_train = load_dataset("common_voice", "ha", split="train+validation") | {
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https://api.github.com/repos/huggingface/datasets/issues/4632 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4632/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4632/comments | https://api.github.com/repos/huggingface/datasets/issues/4632/events | https://github.com/huggingface/datasets/issues/4632 | 1,294,166,880 | I_kwDODunzps5NI2tg | 4,632 | 'sort' method sorts one column only | {
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"Hi ! `ds.sort()` does sort the full dataset, not just one column:\r\n```python\r\nfrom datasets import *\r\n\r\nds = Dataset.from_dict({\"foo\": [3, 2, 1], \"bar\": [\"c\", \"b\", \"a\"]})\r\nprint(d.sort(\"foo\").to_pandas()\r\n# foo bar\r\n# 0 1 a\r\n# 1 2 b\r\n# 2 3 c\r\n```\r\n\r\nWhat made y... | 2022-07-05T11:25:26Z | 2022-07-07T12:06:32Z | null | NONE | null | null | null | The 'sort' method changes the order of one column only (the one defined by the argument 'column'), thus creating a mismatch between a sample fields. I would expect it to change the order of the samples as a whole, based on the 'column' order. | {
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https://api.github.com/repos/huggingface/datasets/issues/4629 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4629/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4629/comments | https://api.github.com/repos/huggingface/datasets/issues/4629/events | https://github.com/huggingface/datasets/issues/4629 | 1,293,418,800 | I_kwDODunzps5NGAEw | 4,629 | Rename repo default branch to main | {
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Once renamed, users will have to manually update their local repos:
- [ ] Upstream:
```
git branch -m master main
git fetch upstream main
git branch -u upstream/main main
git remote set-head upstream -a
```
- [ ] Origin... | {
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https://api.github.com/repos/huggingface/datasets/issues/4626 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4626/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4626/comments | https://api.github.com/repos/huggingface/datasets/issues/4626/events | https://github.com/huggingface/datasets/issues/4626 | 1,293,256,269 | I_kwDODunzps5NFYZN | 4,626 | Add non-commercial licensing info for datasets for which we removed tags | {
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"yep plus `license_details` also makes sense for this IMO"
] | 2022-07-04T14:32:43Z | 2022-07-08T14:27:29Z | null | MEMBER | null | null | null | We removed several YAML tags saying that certain datasets can't be used for commercial purposes: https://github.com/huggingface/datasets/pull/4613#discussion_r911919753
Reason for this is that we only allow tags that are part of our [supported list of licenses](https://github.com/huggingface/datasets/blob/84fc3ad73c... | {
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"Hi ! We haven't implemented the conversion from images data to PyTorch tensors yet I think\r\n\r\ncc @mariosasko ",
"So I understand:\r\n\r\nset_format() does not properly do the conversion to pytorch tensors from PIL images.\r\n\r\nSo that someone who stumbles on this can use the package:\r\n\r\n```python\r\nda... | 2022-07-04T11:33:10Z | 2022-07-04T14:40:50Z | null | NONE | null | null | null | ## Describe the bug
Conversion of MNIST dataset to pytorch fails with bug
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("mnist", split="train")
dataset.set_format('torch')
dataset[0]
print()
```
## Expected results
Expect to see torch tensors image and l... | {
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If you pass `drop_metadata=True` and `drop_labels=False` when a `data_dir` contains at least one `matadata.jsonl` file, you will get a KeyError. This is probably not a very useful case but we shouldn't get an error anyway. Asking users to move metadata files manually outside `data_dir` or pass fe... | {
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"cc @mariosasko ",
"Hi, thanks for reporting! I'm investigating the issue."
] | 2022-07-04T08:13:38Z | 2022-07-07T13:57:11Z | 2022-07-07T13:57:11Z | CONTRIBUTOR | null | null | null | ## Describe the bug
Creating a dataset from a pandas dataframe with `datetime.time` format generates an error.
## Steps to reproduce the bug
```python
import pandas as pd
from datetime import time
from datasets import Dataset
df = pd.DataFrame({"feature_name": [time(1, 1, 1)]})
dataset = Dataset.from_pandas... | {
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https://api.github.com/repos/huggingface/datasets/issues/4619 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4619/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4619/comments | https://api.github.com/repos/huggingface/datasets/issues/4619/events | https://github.com/huggingface/datasets/issues/4619 | 1,292,107,275 | I_kwDODunzps5NA_4L | 4,619 | np arrays get turned into native lists | {
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"If you add the line `dataset2.set_format('np')` before calling `dataset2[0]['tmp']` it should return `np.ndarray`.\r\nI believe internally it will not store it as a list, it is only returning a list when you index it.\r\n\r\n```\r\nIn [1]: import datasets, numpy as np\r\nIn [2]: dataset = datasets.load_dataset(\"g... | 2022-07-02T17:54:57Z | 2022-07-03T20:27:07Z | null | NONE | null | null | null | ## Describe the bug
When attaching an `np.array` field, it seems that it automatically gets turned into a list (see below). Why is this happening? Could it lose precision? Is there a way to make sure this doesn't happen?
## Steps to reproduce the bug
```python
>>> import datasets, numpy as np
>>> dataset = datas... | {
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https://api.github.com/repos/huggingface/datasets/issues/4618 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4618/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4618/comments | https://api.github.com/repos/huggingface/datasets/issues/4618/events | https://github.com/huggingface/datasets/issues/4618 | 1,292,078,225 | I_kwDODunzps5NA4yR | 4,618 | contribute data loading for object detection datasets with yolo data format | {
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"Hi! The `imagefolder` script is already quite complex, so a standalone script sounds better. Also, I suggest we create an org on the Hub (e.g. `hf-loaders`) and store such scripts there for easier maintenance rather than having them as packaged modules (IMO only very generic loaders should be packaged). WDYT @lhoe... | 2022-07-02T15:21:59Z | 2022-07-21T14:10:44Z | null | NONE | null | null | null | **Is your feature request related to a problem? Please describe.**
At the moment, HF datasets loads [image classification datasets](https://huggingface.co/docs/datasets/image_process) out-of-the-box. There could be a data loader for loading standard object detection datasets ([original discussion here](https://hugging... | {
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https://api.github.com/repos/huggingface/datasets/issues/4612 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4612/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4612/comments | https://api.github.com/repos/huggingface/datasets/issues/4612/events | https://github.com/huggingface/datasets/issues/4612 | 1,290,984,660 | I_kwDODunzps5M8tzU | 4,612 | Release 2.3.0 broke custom iterable datasets | {
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"Apparently, `fsspec` does not allow access to attribute-based modules anymore, such as `fsspec.async`.\r\n\r\nHowever, this is a fairly simple fix:\r\n- Change the import to: `from fsspec import asyn`;\r\n- Change line 18 to: `asyn.iothread[0] = None`;\r\n- Change line 19 to `asyn.loop[0] = None`.",
"Hi! I think... | 2022-07-01T06:46:07Z | 2022-07-05T15:08:21Z | 2022-07-05T15:08:21Z | NONE | null | null | null | ## Describe the bug
Trying to iterate examples from custom iterable dataset fails to bug introduced in `torch_iterable_dataset.py` since the release of 2.3.0.
## Steps to reproduce the bug
```python
next(iter(custom_iterable_dataset))
```
## Expected results
`next(iter(custom_iterable_dataset))` should retu... | {
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https://api.github.com/repos/huggingface/datasets/issues/4610 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4610/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4610/comments | https://api.github.com/repos/huggingface/datasets/issues/4610/events | https://github.com/huggingface/datasets/issues/4610 | 1,290,603,827 | I_kwDODunzps5M7Q0z | 4,610 | codeparrot/github-code failing to load | {
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"I believe the issue is in `codeparrot/github-code`. `base_path` param is missing - https://huggingface.co/datasets/codeparrot/github-code/blob/main/github-code.py#L169\r\n\r\nFunction definition has changed.\r\nhttps://github.com/huggingface/datasets/blob/0e1c629cfb9f9ba124537ba294a0ec451584da5f/src/datasets/data_... | 2022-06-30T20:24:48Z | 2022-07-05T14:24:13Z | 2022-07-05T09:19:56Z | NONE | null | null | null | ## Describe the bug
codeparrot/github-code fails to load with a `TypeError: get_patterns_in_dataset_repository() missing 1 required positional argument: 'base_path'`
## Steps to reproduce the bug
```python
from datasets import load_dataset
```
## Expected results
loaded dataset object
## Actual results
`... | {
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