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"Hi @espoirMur, thanks for reporting.\r\n\r\nYou are right: that code line could be improved and made more generically valid.\r\n\r\nOn the other hand, I would suggest using `os.path.splitext` instead.\r\n\r\nAre you willing to open a PR? :)",
"I will have a look.. \r\n\r\nThis weekend .. ",
"@albertvillanova ... | 2022-06-22T13:26:55 | 2022-07-07T13:17:44 | 2022-07-07T13:17:44 | NONE | null | null | null | null | https://github.com/huggingface/datasets/blob/90b3a98065556fc66380cafd780af9b1814b9426/src/datasets/load.py#L272
Hello,
Thanks you for this library .
I was using it and I had one edge case. my home folder name ends with `.py` it is `/home/espoir.py` so anytime I am running the code to load a local module thi... | {
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https://api.github.com/repos/huggingface/datasets/issues/4538 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4538/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4538/comments | https://api.github.com/repos/huggingface/datasets/issues/4538/events | https://github.com/huggingface/datasets/issues/4538 | 1,279,409,786 | I_kwDODunzps5MQj56 | 4,538 | Dataset Viewer issue for Pile of Law | {
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"Hi @Breakend, yes – we'll propose a solution today",
"Thanks so much, I appreciate it!",
"Thanks so much for adding the docs. I was able to successfully hide the viewer using the \r\n```\r\nviewer: false\r\n```\r\nflag in the README.md of the dataset. I'm closing the issue because this is resolved. Thanks agai... | 2022-06-22T02:48:40 | 2022-06-27T07:30:23 | 2022-06-26T22:26:22 | NONE | null | null | null | null | ### Link
https://huggingface.co/datasets/pile-of-law/pile-of-law
### Description
Hi, I would like to turn off the dataset viewer for our dataset without enabling access requests. To comply with upstream dataset creator requests/licenses, we would like to make sure that the data is not indexed by search engines... | {
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https://api.github.com/repos/huggingface/datasets/issues/4533 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4533/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4533/comments | https://api.github.com/repos/huggingface/datasets/issues/4533/events | https://github.com/huggingface/datasets/issues/4533 | 1,277,211,490 | I_kwDODunzps5MILNi | 4,533 | Timestamp not returned as datetime objects in streaming mode | {
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```python
>>> from datasets import load_dataset
>>> dataset = load_dataset("ett", name="h2", split="test", streaming=True)
>>> d = next(iter(dataset))
>>> d['start']
Timestamp('2016-07-01 00:00:00')
```
while loading in non-... | {
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https://api.github.com/repos/huggingface/datasets/issues/4531 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4531/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4531/comments | https://api.github.com/repos/huggingface/datasets/issues/4531/events | https://github.com/huggingface/datasets/issues/4531 | 1,277,054,172 | I_kwDODunzps5MHkzc | 4,531 | Dataset Viewer issue for CSV datasets | {
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"this should now be fixed",
"Confirmed, it's fixed now. Thanks for reporting, and thanks @coyotte508 for fixing it\r\n\r\n<img width=\"1123\" alt=\"Capture d’écran 2022-06-21 à 10 28 05\" src=\"https://user-images.githubusercontent.com/1676121/174753833-1b453a5a-6a90-4717-bca1-1b5fc6b75e4a.png\">\r\n"
] | 2022-06-20T14:56:24 | 2022-06-21T08:28:46 | 2022-06-21T08:28:27 | CONTRIBUTOR | null | null | null | null | ### Link
https://huggingface.co/datasets/scikit-learn/breast-cancer-wisconsin
### Description
I'm populating CSV datasets [here](https://huggingface.co/scikit-learn) but the viewer is not enabled and it looks for a dataset loading script, the datasets aren't on queue as well.
You can replicate the problem by sim... | {
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https://api.github.com/repos/huggingface/datasets/issues/4529 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4529/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4529/comments | https://api.github.com/repos/huggingface/datasets/issues/4529/events | https://github.com/huggingface/datasets/issues/4529 | 1,276,729,303 | I_kwDODunzps5MGVfX | 4,529 | Ecoset | {
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"Hi! Very cool dataset! I answered your questions on the forum. Also, feel free to comment `#self-assign` on this issue to self-assign it.",
"The dataset lives on the Hub [here](https://huggingface.co/datasets/kietzmannlab/ecoset), so I'm closing this issue.",
"Hey There, thanks for closing 🤗 \r\n\r\nForgot th... | 2022-06-20T10:39:34 | 2023-10-26T09:12:32 | 2023-10-04T18:19:52 | NONE | null | null | null | null | ## Adding a Dataset
- **Name:** *Ecoset*
- **Description:** *https://www.kietzmannlab.org/ecoset/*
- **Paper:** *https://doi.org/10.1073/pnas.2011417118*
- **Data:** *https://codeocean.com/capsule/9570390/tree/v1*
- **Motivation:**
**Ecoset** was created as a clean and ecologically valid alternative to **Imagen... | {
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https://api.github.com/repos/huggingface/datasets/issues/4528 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4528/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4528/comments | https://api.github.com/repos/huggingface/datasets/issues/4528/events | https://github.com/huggingface/datasets/issues/4528 | 1,276,679,155 | I_kwDODunzps5MGJPz | 4,528 | Memory leak when iterating a Dataset | {
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"Is someone assigned to this issue?",
"The same issue is being debugged here: https://github.com/huggingface/datasets/issues/4883\r\n",
"Here is a modified repro example that makes it easier to see the leak:\r\n\r\n```\r\n$ cat ds2.py\r\nimport gc, sys\r\nimport time\r\nfrom datasets import load_dataset\r\nimpo... | 2022-06-20T10:03:14 | 2022-09-12T08:51:39 | 2022-09-12T08:51:39 | MEMBER | null | null | null | null | e## Describe the bug
It seems that memory never gets freed after iterating a `Dataset` (using `.map()` or a simple `for` loop)
## Steps to reproduce the bug
```python
import gc
import logging
import time
import pyarrow
from datasets import load_dataset
from tqdm import trange
import os, psutil
logging.ba... | {
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"Fixed, thanks!\r\n![Uploading Capture d’écran 2022-06-21 à 18.42.40.png…]()\r\n\r\n"
] | 2022-06-20T08:47:42 | 2022-06-21T16:42:46 | 2022-06-21T16:42:45 | MEMBER | null | null | null | null | ### Link
https://huggingface.co/datasets/vadis/sv-ident
### Description
The dataset preview does not work:
```
Server Error
Status code: 400
Exception: Status400Error
Message: The dataset does not exist.
```
However, the dataset is streamable and works locally:
```python
In [1]: from dataset... | {
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https://api.github.com/repos/huggingface/datasets/issues/4526 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4526/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4526/comments | https://api.github.com/repos/huggingface/datasets/issues/4526/events | https://github.com/huggingface/datasets/issues/4526 | 1,276,580,185 | I_kwDODunzps5MFxFZ | 4,526 | split cache used when processing different split | {
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"I was not able to reproduce this behavior (I tried without using pytorch lightning though, since I don't know what code you ran in pytorch lightning to get this).\r\n\r\nIf you can provide a MWE that would be perfect ! :)",
"Hi, I think the issue happened because I was loading datasets under an `if` ... `else` s... | 2022-06-20T08:44:58 | 2022-06-28T14:04:58 | null | CONTRIBUTOR | null | null | null | null | ## Describe the bug`
```
ds1 = load_dataset('squad', split='validation')
ds2 = load_dataset('squad', split='train')
ds1 = ds1.map(some_function)
ds2 = ds2.map(some_function)
assert ds1 == ds2
```
This happens when ds1 and ds2 are created in `pytorch_lightning.DataModule` through
```
class myDataModule:
... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4525 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4525/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4525/comments | https://api.github.com/repos/huggingface/datasets/issues/4525/events | https://github.com/huggingface/datasets/issues/4525 | 1,276,491,386 | I_kwDODunzps5MFbZ6 | 4,525 | Out of memory error on workers while running Beam+Dataflow | {
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"Some naive ideas to cope with this:\r\n- enable more RAM on each worker\r\n- force the spanning of more workers\r\n- others?",
"@albertvillanova We were finally able to process the full NQ dataset on our machines using 600 gb with 5 workers. Maybe these numbers will work for you as well.",
"Thanks a lot for th... | 2022-06-20T07:28:12 | 2024-10-09T16:09:50 | 2024-10-09T16:09:50 | MEMBER | null | null | null | null | ## Describe the bug
While running the preprocessing of the natural_question dataset (see PR #4368), there is an issue for the "default" config (train+dev files).
Previously we ran the preprocessing for the "dev" config (only dev files) with success.
Train data files are larger than dev ones and apparently worker... | {
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https://api.github.com/repos/huggingface/datasets/issues/4524 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4524/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4524/comments | https://api.github.com/repos/huggingface/datasets/issues/4524/events | https://github.com/huggingface/datasets/issues/4524 | 1,275,909,186 | I_kwDODunzps5MDNRC | 4,524 | Downloading via Apache Pipeline, client cancelled (org.apache.beam.vendor.grpc.v1p43p2.io.grpc.StatusRuntimeException) | {
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] | open | false | null | [] | [
"Hi @dan-the-meme-man, thanks for reporting.\r\n\r\nWe are investigating a similar issue but with Beam+Dataflow (instead of Beam+Flink): \r\n- #4525\r\n\r\nIn order to go deeper into the root cause, we need as much information as possible: logs from the main process + logs from the workers are very informative.\r\n... | 2022-06-18T23:36:45 | 2022-06-21T00:38:20 | null | NONE | null | null | null | null | ## Describe the bug
When downloading some `wikipedia` languages (in particular, I'm having a hard time with Spanish, Cebuano, and Russian) via FlinkRunner, I encounter the exception in the title. I have been playing with package versions a lot, because unfortunately, the different dependencies required by these packag... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4522 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4522/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4522/comments | https://api.github.com/repos/huggingface/datasets/issues/4522/events | https://github.com/huggingface/datasets/issues/4522 | 1,274,929,328 | I_kwDODunzps5L_eCw | 4,522 | Try to reduce the number of datasets that require manual download | {
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... | [] | 2022-06-17T11:42:03 | 2022-06-17T11:52:48 | null | COLLABORATOR | null | null | null | null | > Currently, 41 canonical datasets require manual download. I checked their scripts and I'm pretty sure this number can be reduced to ≈ 30 by not relying on bash scripts to download data, hosting data directly on the Hub when the license permits, etc. Then, we will mostly be left with datasets with restricted access, w... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4521 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4521/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4521/comments | https://api.github.com/repos/huggingface/datasets/issues/4521/events | https://github.com/huggingface/datasets/issues/4521 | 1,274,919,437 | I_kwDODunzps5L_boN | 4,521 | Datasets method `.map` not hashing | {
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"Fix posted: https://github.com/huggingface/datasets/issues/4506#issuecomment-1157417219",
"Didn't realize it's a bug when I asked the question yesterday! Free free to post an answer if you are sure the cause has been addressed.\r\n\r\nhttps://stackoverflow.com/questions/72664827/can-pickle-dill-foo-but-not-lambd... | 2022-06-17T11:31:10 | 2022-08-04T12:08:16 | 2022-06-28T13:23:05 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
Datasets method `.map` not hashing, even with an empty no-op function
## Steps to reproduce the bug
```python
from datasets import load_dataset
# download 9MB dummy dataset
ds = load_dataset("hf-internal-testing/librispeech_asr_dummy", "clean")
def prepare_dataset(batch):
return(b... | {
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https://api.github.com/repos/huggingface/datasets/issues/4520 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4520/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4520/comments | https://api.github.com/repos/huggingface/datasets/issues/4520/events | https://github.com/huggingface/datasets/issues/4520 | 1,274,879,180 | I_kwDODunzps5L_RzM | 4,520 | Failure to hash `dataclasses` - results in functions that cannot be hashed or cached in `.map` | {
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"I think this has been fixed by #4516, let me know if you encounter this again :)\r\n\r\nI re-ran your code in 3.7 and 3.9 and it works fine",
"Thank you!"
] | 2022-06-17T10:47:17 | 2022-06-28T14:47:17 | 2022-06-28T14:04:29 | CONTRIBUTOR | null | null | null | null | Dataclasses cannot be hashed. As a result, they cannot be hashed or cached if used in the `.map` method. Dataclasses are used extensively in Transformers examples scripts: (c.f. [CTC example](https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py)). Since... | {
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https://api.github.com/repos/huggingface/datasets/issues/4514 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4514/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4514/comments | https://api.github.com/repos/huggingface/datasets/issues/4514/events | https://github.com/huggingface/datasets/issues/4514 | 1,273,505,230 | I_kwDODunzps5L6CXO | 4,514 | Allow .JPEG as a file extension | {
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"Hi, thanks for reporting! I've opened a PR with the fix.",
"Wow, that was quick! Thank you very much 🙏 "
] | 2022-06-16T12:36:20 | 2022-06-20T08:18:46 | 2022-06-16T17:11:40 | NONE | null | null | null | null | ## Describe the bug
When loading image data, HF datasets seems to recognize `.jpg` and `.jpeg` file extensions, but not e.g. .JPEG. As the naming convention .JPEG is used in important datasets such as imagenet, I would welcome if according extensions like .JPEG or .JPG would be allowed.
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https://api.github.com/repos/huggingface/datasets/issues/4508 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4508/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4508/comments | https://api.github.com/repos/huggingface/datasets/issues/4508/events | https://github.com/huggingface/datasets/issues/4508 | 1,272,718,921 | I_kwDODunzps5L3CZJ | 4,508 | cast_storage method from datasets.features | {
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"Hi! We've recently added a check to the `ClassLabel` type to ensure the values are in the valid label range `-1, 0, ..., num_classes-1` (-1 is used for missing values). The error in your case happens only if the `labels` column is of type `Sequence(ClassLabel(...))` before the `map` call and can be avoided by call... | 2022-06-15T20:47:22 | 2022-06-16T13:54:07 | 2022-06-16T13:54:07 | NONE | null | null | null | null | ## Describe the bug
A bug occurs when mapping a function to a dataset object. I ran the same code with the same data yesterday and it worked just fine. It works when i run locally on an old version of datasets.
## Steps to reproduce the bug
Steps are:
- load whatever datset
- write a preprocessing function such ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4507 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4507/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4507/comments | https://api.github.com/repos/huggingface/datasets/issues/4507/events | https://github.com/huggingface/datasets/issues/4507 | 1,272,615,932 | I_kwDODunzps5L2pP8 | 4,507 | How to let `load_dataset` return a `Dataset` instead of `DatasetDict` in customized loading script | {
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"Hi @liyucheng09.\r\n\r\nUsers can pass the `split` parameter to `load_dataset`. For example, if your split name is \"train\",\r\n```python\r\nds = load_dataset(\"dataset_name\", split=\"train\")\r\n```\r\nwill return a `Dataset` instance.",
"@albertvillanova Thanks! I can't believe I didn't know this feature til... | 2022-06-15T18:56:34 | 2022-06-16T10:40:08 | 2022-06-16T10:40:08 | NONE | null | null | null | null | If the dataset does not need splits, i.e., no training and validation split, more like a table. How can I let the `load_dataset` function return a `Dataset` object directly rather than return a `DatasetDict` object with only one key-value pair.
Or I can paraphrase the question in the following way: how to skip `_spl... | {
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https://api.github.com/repos/huggingface/datasets/issues/4506 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4506/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4506/comments | https://api.github.com/repos/huggingface/datasets/issues/4506/events | https://github.com/huggingface/datasets/issues/4506 | 1,272,516,895 | I_kwDODunzps5L2REf | 4,506 | Failure to hash (and cache) a `.map(...)` (almost always) - using this method can produce incorrect results | {
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"Important info:\r\n\r\nAs hashes are generated randomly for functions, it leads to **false identifying some results as already hashed** (mapping function is not executed after a method update) when there's a `pytorch_lightning.seed_everything(123)`",
"@lhoestq\r\nseems like quite critical stuff for me, if I'm no... | 2022-06-15T17:11:31 | 2023-02-16T03:14:32 | 2022-06-28T13:23:05 | NONE | null | null | null | null | ## Describe the bug
Sometimes I get messages about not being able to hash a method:
`Parameter 'function'=<function StupidDataModule._separate_speaker_id_from_dialogue at 0x7f1b27180d30> of the transform datasets.arrow_dataset.Dataset.
_map_single couldn't be hashed properly, a random hash was used instead. Make sur... | {
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https://api.github.com/repos/huggingface/datasets/issues/4504 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4504/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4504/comments | https://api.github.com/repos/huggingface/datasets/issues/4504/events | https://github.com/huggingface/datasets/issues/4504 | 1,272,418,480 | I_kwDODunzps5L15Cw | 4,504 | Can you please add the Stanford dog dataset? | {
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"would you like to give it a try, @dgrnd4? (maybe with the help of the dataset author?)",
"@julien-c i am sorry but I have no idea about how it works: can I add the dataset by myself, following \"instructions to add a new dataset\"?\r\nCan I add a dataset even if it's not mine? (it's public in the link that I wro... | 2022-06-15T15:39:35 | 2024-12-09T15:44:11 | 2023-10-18T18:55:30 | NONE | null | null | null | null | ## Adding a Dataset
- **Name:** *Stanford dog dataset*
- **Description:** *The dataset is about 120 classes for a total of 20.580 images. You can find the dataset here http://vision.stanford.edu/aditya86/ImageNetDogs/*
- **Paper:** *http://vision.stanford.edu/aditya86/ImageNetDogs/*
- **Data:** *[link to the Github... | {
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https://api.github.com/repos/huggingface/datasets/issues/4502 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4502/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4502/comments | https://api.github.com/repos/huggingface/datasets/issues/4502/events | https://github.com/huggingface/datasets/issues/4502 | 1,272,353,700 | I_kwDODunzps5L1pOk | 4,502 | Logic bug in arrow_writer? | {
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"Hi @cccntu you're right, as when `batch_examples={}` the current if-statement won't be triggered as the condition won't be satisfied, I'll prepare a PR to address it as well as add the regression tests so that this issue is handled properly.",
"Hi @alvarobartt ,\r\nThanks for answering. Do you know when and why ... | 2022-06-15T14:50:00 | 2022-06-18T15:15:51 | 2022-06-18T15:15:51 | CONTRIBUTOR | null | null | null | null | https://github.com/huggingface/datasets/blob/88a902d6474fae8d793542d57a4f3b0d187f3c5b/src/datasets/arrow_writer.py#L475-L488
I got some error, and I found it's caused by `batch_examples` being `{}`. I wonder if the code should be as follows:
```
- if batch_examples and len(next(iter(batch_examples.values())... | {
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https://api.github.com/repos/huggingface/datasets/issues/4498 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4498/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4498/comments | https://api.github.com/repos/huggingface/datasets/issues/4498/events | https://github.com/huggingface/datasets/issues/4498 | 1,272,100,549 | I_kwDODunzps5L0rbF | 4,498 | WER and CER > 1 | {
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"WER can have values bigger than 1.0, this is expected when there are too many insertions\r\n\r\nFrom [wikipedia](https://en.wikipedia.org/wiki/Word_error_rate):\r\n> Note that since N is the number of words in the reference, the word error rate can be larger than 1.0"
] | 2022-06-15T11:35:12 | 2022-06-15T16:38:05 | 2022-06-15T16:38:05 | NONE | null | null | null | null | ## Describe the bug
It seems that in some cases in which the `prediction` is longer than the `reference` we may have word/character error rate higher than 1 which is a bit odd.
If it's a real bug I think I can solve it with a PR changing [this](https://github.com/huggingface/datasets/blob/master/metrics/wer/wer.py#... | {
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https://api.github.com/repos/huggingface/datasets/issues/4494 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4494/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4494/comments | https://api.github.com/repos/huggingface/datasets/issues/4494/events | https://github.com/huggingface/datasets/issues/4494 | 1,271,850,599 | I_kwDODunzps5LzuZn | 4,494 | Patching fails for modules that are not installed or don't exist | {
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When trying to patch `scipy.io.loadmat`:
```python
ModuleNotFoundError: No module named 'scipy'
```
Instead it shouldn't raise an error and do nothing
We use patching to extend such functions to support remot... | {
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https://api.github.com/repos/huggingface/datasets/issues/4491 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4491/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4491/comments | https://api.github.com/repos/huggingface/datasets/issues/4491/events | https://github.com/huggingface/datasets/issues/4491 | 1,270,803,822 | I_kwDODunzps5Lvu1u | 4,491 | Dataset Viewer issue for Pavithree/test | {
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"This issue can be resolved according to this post https://stackoverflow.com/questions/70566660/parquet-with-null-columns-on-pyarrow. It looks like first data entry in the json file must not have any null values as pyarrow uses this first file to infer schema for entire dataset."
] | 2022-06-14T13:23:10 | 2022-06-14T14:37:21 | 2022-06-14T14:34:33 | NONE | null | null | null | null | ### Link
https://huggingface.co/datasets/Pavithree/test
### Description
I have extracted the subset of original eli5 dataset found at hugging face. However, while loading the dataset It throws ArrowNotImplementedError: Unsupported cast from string to null using function cast_null error. Is there anything missi... | {
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https://api.github.com/repos/huggingface/datasets/issues/4490 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4490/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4490/comments | https://api.github.com/repos/huggingface/datasets/issues/4490/events | https://github.com/huggingface/datasets/issues/4490 | 1,270,719,074 | I_kwDODunzps5LvaJi | 4,490 | Use `torch.nested_tensor` for arrays of varying length in torch formatter | {
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"What's the current behavior?",
"Currently, we return a list of Torch tensors if their shapes don't match. If they do, we consolidate them into a single Torch tensor."
] | 2022-06-14T12:19:40 | 2023-07-07T13:02:58 | null | COLLABORATOR | null | null | null | null | Use `torch.nested_tensor` for arrays of varying length in `TorchFormatter`.
The PyTorch API of nested tensors is in the prototype stage, so wait for it to become more mature. | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4483 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4483/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4483/comments | https://api.github.com/repos/huggingface/datasets/issues/4483/events | https://github.com/huggingface/datasets/issues/4483 | 1,269,253,840 | I_kwDODunzps5Lp0bQ | 4,483 | Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists | {
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"Hi @sanderland ! Thanks for reporting :) This is a bug, I opened a PR to fix it. We'll do a new release soon\r\n\r\nIn the meantime you can fix it by specifying in advance that the \"label\" are integers:\r\n```python\r\nimport numpy as np\r\n\r\nds = Dataset.from_dict(\r\n {\r\n \"text\": [\"the lazy do... | 2022-06-13T10:47:52 | 2022-06-14T13:34:14 | 2022-06-14T13:34:14 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'.
This appears to be due to the interaction of arrow internals and some assumptions made by datasets.
T... | {
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https://api.github.com/repos/huggingface/datasets/issues/4480 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4480/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4480/comments | https://api.github.com/repos/huggingface/datasets/issues/4480/events | https://github.com/huggingface/datasets/issues/4480 | 1,268,921,567 | I_kwDODunzps5LojTf | 4,480 | Bigbench tensorflow GPU dependency | {
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"Thanks for reporting ! :) cc @andersjohanandreassen can you take a look at this ?\r\n\r\nAlso @cceyda feel free to open an issue at [BIG-Bench](https://github.com/google/BIG-bench) as well regarding the `AttributeError`",
"I'm on vacation for the next week, so won't be able to do much debugging at the moment. So... | 2022-06-13T05:24:06 | 2022-06-14T19:45:24 | 2022-06-14T19:45:23 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
Loading bigbech
```py
from datasets import load_dataset
dataset = load_dataset("bigbench","swedish_to_german_proverbs")
```
tries to use gpu and fails with OOM with the following error
```
Downloading and preparing dataset bigbench/swedish_to_german_proverbs (download: Unknown size, genera... | {
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https://api.github.com/repos/huggingface/datasets/issues/4478 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4478/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4478/comments | https://api.github.com/repos/huggingface/datasets/issues/4478/events | https://github.com/huggingface/datasets/issues/4478 | 1,268,358,213 | I_kwDODunzps5LmZxF | 4,478 | Dataset slow during model training | {
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"Hi ! cc @Rocketknight1 maybe you know better ?\r\n\r\nI'm not too familiar with `tf.data.experimental.save`. Note that `datasets` uses memory mapping, so depending on your hardware and the disk you are using you can expect performance differences with a dataset loaded in RAM",
"Hi @lehrig, I suspect what's happe... | 2022-06-11T19:40:19 | 2022-06-14T12:04:31 | null | NONE | null | null | null | null | ## Describe the bug
While migrating towards 🤗 Datasets, I encountered an odd performance degradation: training suddenly slows down dramatically. I train with an image dataset using Keras and execute a `to_tf_dataset` just before training.
First, I have optimized my dataset following https://discuss.huggingface.co/... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4477 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4477/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4477/comments | https://api.github.com/repos/huggingface/datasets/issues/4477/events | https://github.com/huggingface/datasets/issues/4477 | 1,268,308,986 | I_kwDODunzps5LmNv6 | 4,477 | Dataset Viewer issue for fgrezes/WIESP2022-NER | {
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"https://huggingface.co/datasets/fgrezes/WIESP2022-NER\r\n\r\nThe error:\r\n\r\n```\r\nMessage: Couldn't find a dataset script at /src/services/worker/fgrezes/WIESP2022-NER/WIESP2022-NER.py or any data file in the same directory. Couldn't find 'fgrezes/WIESP2022-NER' on the Hugging Face Hub either: FileNotFou... | 2022-06-11T15:49:17 | 2022-07-18T13:07:33 | 2022-07-18T13:07:33 | NONE | null | null | null | null | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4476 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4476/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4476/comments | https://api.github.com/repos/huggingface/datasets/issues/4476/events | https://github.com/huggingface/datasets/issues/4476 | 1,267,987,499 | I_kwDODunzps5Lk_Qr | 4,476 | `to_pandas` doesn't take into account format. | {
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"Thanks for opening a discussion :)\r\n\r\nNote that you can use `.remove_columns(...)` to keep only the ones you're interested in before calling `.to_pandas()`",
"Yes I can do that thank you!\r\n\r\nDo you think that conceptually my example should work? If not, I'm happy to close this issue. \r\n\r\nIf yes, I ca... | 2022-06-10T20:25:31 | 2022-06-15T17:41:41 | 2022-06-15T17:41:41 | CONTRIBUTOR | null | null | null | null | **Is your feature request related to a problem? Please describe.**
I have a large dataset that I need to convert part of to pandas to do some further analysis. Calling `to_pandas` directly on it is expensive. So I thought I could simply select the columns that I want and then call `to_pandas`.
**Describe the solu... | {
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https://api.github.com/repos/huggingface/datasets/issues/4471 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4471/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4471/comments | https://api.github.com/repos/huggingface/datasets/issues/4471/events | https://github.com/huggingface/datasets/issues/4471 | 1,267,475,268 | I_kwDODunzps5LjCNE | 4,471 | CI error with repo lhoestq/_dummy | {
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"fixed by https://github.com/huggingface/datasets/pull/4472"
] | 2022-06-10T12:26:06 | 2022-06-10T13:24:53 | 2022-06-10T13:24:53 | MEMBER | null | null | null | null | ## Describe the bug
CI is failing because of repo "lhoestq/_dummy". See: https://app.circleci.com/pipelines/github/huggingface/datasets/12461/workflows/1b040b45-9578-4ab9-8c44-c643c4eb8691/jobs/74269
```
requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/api/datasets/lhoest... | {
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https://api.github.com/repos/huggingface/datasets/issues/4467 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4467/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4467/comments | https://api.github.com/repos/huggingface/datasets/issues/4467/events | https://github.com/huggingface/datasets/issues/4467 | 1,266,218,358 | I_kwDODunzps5LePV2 | 4,467 | Transcript string 'null' converted to [None] by load_dataset() | {
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"Hi @mbarnig, thanks for reporting.\r\n\r\nPlease note that is an expected behavior by `pandas` (we use the `pandas` library to parse CSV files): https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html\r\n```\r\nBy default the following values are interpreted as NaN: \r\n‘’, ‘#N/A’, ‘#N/A N/A’, ‘#NA’, ‘-1... | 2022-06-09T14:26:00 | 2023-07-04T02:18:39 | 2022-06-09T16:29:02 | NONE | null | null | null | null | ## Issue
I am training a luxembourgish speech-recognition model in Colab with a custom dataset, including a dictionary of luxembourgish words, for example the speaken numbers 0 to 9. When preparing the dataset with the script
`ds_train1 = mydataset.map(prepare_dataset)`
the following error was issued:
``` ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4462 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4462/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4462/comments | https://api.github.com/repos/huggingface/datasets/issues/4462/events | https://github.com/huggingface/datasets/issues/4462 | 1,265,079,347 | I_kwDODunzps5LZ5Qz | 4,462 | BigBench: NonMatchingSplitsSizesError when passing a dataset configuration parameter | {
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"Why not adding `max_examples` as part of the config name?",
"Yup it can also work, and maybe it's simpler this way. Opening a PR to fix bigbench instead of https://github.com/huggingface/datasets/pull/4463",
"Hi @lhoestq,\r\n\r\nThank you for taking a look at this issue, and proposing a solution. \r\nUnfortuna... | 2022-06-08T17:31:24 | 2022-07-05T07:39:55 | null | MEMBER | null | null | null | null | As noticed in https://github.com/huggingface/datasets/pull/4125 when a dataset config class has a parameter that reduces the number of examples (e.g. named `max_examples`), then loading the dataset and passing `max_examples` raises `NonMatchingSplitsSizesError`.
This is because it will check for expected the number ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4461 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4461/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4461/comments | https://api.github.com/repos/huggingface/datasets/issues/4461/events | https://github.com/huggingface/datasets/issues/4461 | 1,264,800,451 | I_kwDODunzps5LY1LD | 4,461 | AttributeError: module 'datasets' has no attribute 'load_dataset' | {
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"I'm having the same issue，Can you tell me how to solve it？",
"I have the same issue, can you tell me how to solve it? Thanks",
"I had a folder named 'datasets' so this is why it can't find the import, it's looking in the wrong place",
"@briandw your comment saved my day 👍 "
] | 2022-06-08T13:59:20 | 2024-03-25T12:58:29 | 2022-06-08T14:41:00 | NONE | null | null | null | null | ## Describe the bug
I have piped install datasets, but this package doesn't have these attributes: load_dataset, load_metric.
## Environment info
- `datasets` version: 1.9.0
- Platform: Linux-5.13.0-44-generic-x86_64-with-debian-bullseye-sid
- Python version: 3.6.13
- PyArrow version: 6.0.1
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https://api.github.com/repos/huggingface/datasets/issues/4456 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4456/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4456/comments | https://api.github.com/repos/huggingface/datasets/issues/4456/events | https://github.com/huggingface/datasets/issues/4456 | 1,263,241,449 | I_kwDODunzps5LS4jp | 4,456 | Workflow for Tabular data | {
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"I use below to load a dataset:\r\n```\r\ndataset = datasets.load_dataset(\"scikit-learn/auto-mpg\")\r\ndf = pd.DataFrame(dataset[\"train\"])\r\n```\r\nTBH as said, tabular folk split their own dataset, they sometimes have two splits, sometimes three. Maybe somehow avoiding it for tabular datasets might be good for... | 2022-06-07T12:48:22 | 2023-03-06T08:53:55 | null | MEMBER | null | null | null | null | Tabular data are treated very differently than data for NLP, audio, vision, etc. and therefore the worflow for tabular data in `datasets` is not ideal.
For example for tabular data, it is common to use pandas/spark/dask to process the data, and then load the data into X and y (X is an array of features and y an arra... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4454 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4454/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4454/comments | https://api.github.com/repos/huggingface/datasets/issues/4454/events | https://github.com/huggingface/datasets/issues/4454 | 1,262,674,973 | I_kwDODunzps5LQuQd | 4,454 | Dataset Viewer issue for Yaxin/SemEval2015 | {
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"Closing since it's a duplicate of https://github.com/huggingface/datasets/issues/4453"
] | 2022-06-07T03:31:46 | 2022-06-07T11:53:11 | 2022-06-07T11:53:11 | NONE | null | null | null | null | ### Link
_No response_
### Description
the link could not visit
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4453 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4453/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4453/comments | https://api.github.com/repos/huggingface/datasets/issues/4453/events | https://github.com/huggingface/datasets/issues/4453 | 1,262,674,105 | I_kwDODunzps5LQuC5 | 4,453 | Dataset Viewer issue for Yaxin/SemEval2015 | {
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"I understand that the issue is that a remote file (URL) is being loaded as a local file. Right @albertvillanova @lhoestq?\r\n\r\n```\r\nMessage: [Errno 2] No such file or directory: 'https://raw.githubusercontent.com/YaxinCui/ABSADataset/main/SemEval2015Task12Corrected/train/restaurants_train.xml'\r\n```",
... | 2022-06-07T03:30:08 | 2022-06-09T08:34:16 | 2022-06-09T08:34:16 | NONE | null | null | null | null | ### Link
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https://api.github.com/repos/huggingface/datasets/issues/4452 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4452/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4452/comments | https://api.github.com/repos/huggingface/datasets/issues/4452/events | https://github.com/huggingface/datasets/issues/4452 | 1,262,529,654 | I_kwDODunzps5LQKx2 | 4,452 | Trying to load FEVER dataset results in NonMatchingChecksumError | {
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"Thanks for reporting @santhnm2. We are fixing it.\r\n\r\nData owners updated their URLs recently. We have to align with them, otherwise you do not download anything (that is why ignore_verifications does not work).",
"Hello! Is there any update on this? I am having the same issue 6 months later."
] | 2022-06-06T23:13:15 | 2022-12-15T13:36:40 | 2022-06-08T07:16:16 | NONE | null | null | null | null | ## Describe the bug
Trying to load the `fever` dataset fails with `datasets.utils.info_utils.NonMatchingChecksumError`.
I tried with `download_mode="force_redownload"` but that did not fix the error. I also tried with `ignore_verification=True` but then that raised a `json.decoder.JSONDecodeError`.
## Steps to r... | {
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https://api.github.com/repos/huggingface/datasets/issues/4449 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4449/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4449/comments | https://api.github.com/repos/huggingface/datasets/issues/4449/events | https://github.com/huggingface/datasets/issues/4449 | 1,261,262,326 | I_kwDODunzps5LLVX2 | 4,449 | Rj | {
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import android.database.Cursor;
import android.os.Bundle;
import android.view.View;
import android.widget.ArrayAdapter;
import android.widget.Button;
import android.widget.EditText;
import android.widget.Toast;
import androidx.appcompat.app.AlertDialog;
import androidx.appcompat... | {
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https://api.github.com/repos/huggingface/datasets/issues/4448 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4448/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4448/comments | https://api.github.com/repos/huggingface/datasets/issues/4448/events | https://github.com/huggingface/datasets/issues/4448 | 1,260,966,129 | I_kwDODunzps5LKNDx | 4,448 | New Preprocessing Feature - Deduplication [Request] | {
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"Hi! The [datasets_sql](https://github.com/mariosasko/datasets_sql) package lets you easily find distinct rows in a dataset (an example with `SELECT DISTINCT` is in the readme). Deduplication is (still) not part of the official API because it's hard to implement for datasets bigger than RAM while only using the nat... | 2022-06-05T05:32:56 | 2023-12-12T07:52:40 | null | NONE | null | null | null | null | **Is your feature request related to a problem? Please describe.**
Many large datasets are full of duplications and it has been shown that deduplicating datasets can lead to better performance while training, and more truthful evaluation at test-time.
A feature that allows one to easily deduplicate a dataset can be... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4443 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4443/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4443/comments | https://api.github.com/repos/huggingface/datasets/issues/4443/events | https://github.com/huggingface/datasets/issues/4443 | 1,259,606,334 | I_kwDODunzps5LFBE- | 4,443 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km | {
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"If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.\r\nMaybe @albertvillanova could confirm.",
"I'm having a look.",
"Indeed there are several issues in this dataset loading scri... | 2022-06-03T08:17:16 | 2023-09-25T12:15:08 | null | NONE | null | null | null | null | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4442 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4442/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4442/comments | https://api.github.com/repos/huggingface/datasets/issues/4442/events | https://github.com/huggingface/datasets/issues/4442 | 1,258,589,276 | I_kwDODunzps5LBIxc | 4,442 | Dataset Viewer issue for amazon_polarity | {
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"Thanks, looking at it",
"Not sure what happened 😬, but it's fixed"
] | 2022-06-02T19:18:38 | 2022-06-07T18:50:37 | 2022-06-07T18:50:37 | MEMBER | null | null | null | null | ### Link
https://huggingface.co/datasets/amazon_polarity/viewer/amazon_polarity/test
### Description
For some reason the train split is OK but the test split is not for this dataset:
```
Server error
Status code: 400
Exception: FileNotFoundError
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https://api.github.com/repos/huggingface/datasets/issues/4441 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4441/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4441/comments | https://api.github.com/repos/huggingface/datasets/issues/4441/events | https://github.com/huggingface/datasets/issues/4441 | 1,258,568,656 | I_kwDODunzps5LBDvQ | 4,441 | Dataset Viewer issue for aeslc | {
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"Not sure what happened 😬, but it's fixed"
] | 2022-06-02T18:57:12 | 2022-06-07T18:50:55 | 2022-06-07T18:50:55 | MEMBER | null | null | null | null | ### Link
https://huggingface.co/datasets/aeslc
### Description
The dataset viewer can't find `dataset_infos.json` in it's cache:
```
Server error
Status code: 400
Exception: FileNotFoundError
Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/aeslc/eb8e30234cf9... | {
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https://api.github.com/repos/huggingface/datasets/issues/4439 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4439/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4439/comments | https://api.github.com/repos/huggingface/datasets/issues/4439/events | https://github.com/huggingface/datasets/issues/4439 | 1,258,434,111 | I_kwDODunzps5LAi4_ | 4,439 | TIMIT won't load after manual download: Errors about files that don't exist | {
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"To have some context, please see:\r\n- #4145\r\n\r\nPlease, also note that we have recently made some fixes to the script, which are in our GitHub master branch but not yet released:\r\n- #4422\r\n- #4425 \r\n- #4436",
"Thanks Albert! I'll try pulling `datasets` from the git repo instead of PyPI, and/or just wai... | 2022-06-02T16:35:56 | 2022-06-03T08:44:17 | 2022-06-03T08:44:16 | NONE | null | null | null | null | ## Describe the bug
I get the message from HuggingFace that it must be downloaded manually. From the URL provided in the message, I got to UPenn page for manual download. (UPenn apparently want $250? for the dataset??) ...So, ok, I obtained a copy from a friend and also a smaller version from Kaggle. But in both c... | {
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https://api.github.com/repos/huggingface/datasets/issues/4435 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4435/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4435/comments | https://api.github.com/repos/huggingface/datasets/issues/4435/events | https://github.com/huggingface/datasets/issues/4435 | 1,257,496,552 | I_kwDODunzps5K89_o | 4,435 | Load a local cached dataset that has been modified | {
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"Hi! `datasets` caches every modification/loading, so you can either rerun the pipeline up to the `map` call or use `Dataset.from_file(modified_dataset)` to load the dataset directly from the cache file.",
"Awesome, hvala Mario! This works. "
] | 2022-06-02T01:51:49 | 2022-06-02T23:59:26 | 2022-06-02T23:59:18 | NONE | null | null | null | null | ## Describe the bug
I have loaded a dataset as follows:
```
d = load_dataset("emotion", split="validation")
```
Afterwards I make some modifications to the dataset via a `map` call:
```
d.map(some_update_func, cache_file_name=modified_dataset)
```
This generates a cached version of the dataset on my local syst... | {
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https://api.github.com/repos/huggingface/datasets/issues/4430 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4430/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4430/comments | https://api.github.com/repos/huggingface/datasets/issues/4430/events | https://github.com/huggingface/datasets/issues/4430 | 1,254,412,591 | I_kwDODunzps5KxNEv | 4,430 | Add ability to load newer, cleaner version of Multi-News | {
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"Hi! Our versioning is based on Git revisions (the `revision` param in `load_dataset`), so you can just replace the old URL with the new one and open a PR :). I can also give you some pointers if needed.",
"@mariosasko Awesome thanks! I will do that. Looks like this new version of the data is not available as a z... | 2022-05-31T21:00:44 | 2022-06-07T17:14:44 | 2022-06-07T17:14:44 | CONTRIBUTOR | null | null | null | null | **Is your feature request related to a problem? Please describe.**
The [Multi-News dataloader points to the original version of the Multi-News dataset](https://github.com/huggingface/datasets/blob/12540dd75015678ec6019f258d811ee107439a73/datasets/multi_news/multi_news.py#L47), but this has [known errors in it](https... | {
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https://api.github.com/repos/huggingface/datasets/issues/4428 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4428/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4428/comments | https://api.github.com/repos/huggingface/datasets/issues/4428/events | https://github.com/huggingface/datasets/issues/4428 | 1,254,092,818 | I_kwDODunzps5Kv_AS | 4,428 | Errors when building dummy data if you use nested _URLS | {
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] | closed | false | null | [] | [] | 2022-05-31T16:10:57 | 2022-06-07T09:24:09 | 2022-06-07T09:24:09 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
When making dummy data with the `datasets-cli dummy_data` tool,
an error will be raised if you use a nested _URLS in your dataset script.
Traceback (most recent call last):
File "/home/name/LCCC/datasets/src/datasets/commands/datasets_cli.py", line 43, in <module>
main()
File "/hom... | {
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https://api.github.com/repos/huggingface/datasets/issues/4426 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4426/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4426/comments | https://api.github.com/repos/huggingface/datasets/issues/4426/events | https://github.com/huggingface/datasets/issues/4426 | 1,253,887,311 | I_kwDODunzps5KvM1P | 4,426 | Add loading variable number of columns for different splits | {
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"Hi! Indeed the column is missing, but you shouldn't get an error? Have you made some modifications (locally) to the loading script? I've opened a PR to add the missing columns to the script. "
] | 2022-05-31T13:40:16 | 2022-06-03T16:25:25 | 2022-06-03T16:25:25 | NONE | null | null | null | null | **Is your feature request related to a problem? Please describe.**
The original dataset `blended_skill_talk` consists of different sets of columns for the different splits: (test/valid) splits have additional data column `label_candidates` that the (train) doesn't have.
When loading such data, an exception occurs at ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4422 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4422/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4422/comments | https://api.github.com/repos/huggingface/datasets/issues/4422/events | https://github.com/huggingface/datasets/issues/4422 | 1,253,146,511 | I_kwDODunzps5KsX-P | 4,422 | Cannot load timit_asr data set | {
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"Thanks for reporting, @bhaddow.\r\n\r\nI'm fixing it.",
"Thanks for the quick fix!",
"@bhaddow we have also made a fix so that you don't have to convert to uppercase the file extensions of the LDC data.\r\n\r\nWould you mind checking if it works OK now for you and reporting if there are any issues? Thanks. ",
... | 2022-05-30T22:00:22 | 2022-06-02T06:34:05 | 2022-05-31T13:42:31 | NONE | null | null | null | null | ## Describe the bug
I am trying to load the timit_asr data set. I have tried with a copy from the LDC, and a copy from deepai. In both cases they fail with a "duplicate key" error. With the LDC version I have to convert the file extensions all to upper-case before I can load it at all.
## Steps to reproduce the bug... | {
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https://api.github.com/repos/huggingface/datasets/issues/4420 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4420/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4420/comments | https://api.github.com/repos/huggingface/datasets/issues/4420/events | https://github.com/huggingface/datasets/issues/4420 | 1,252,739,239 | I_kwDODunzps5Kq0in | 4,420 | Metric evaluation problems in multi-node, shared file system | {
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"If you call `metric.compute` in a distributed setup like yours, then `metric.compute` is called in each process. `metric.compute` first calls `metric.add_batch`, and it looks like your error appears at that stage.\r\n\r\nTo make sure that all the processes have started writing their predictions/references at the s... | 2022-05-30T13:24:05 | 2023-07-11T09:33:18 | 2023-07-11T09:33:17 | NONE | null | null | null | null | ## Describe the bug
Metric evaluation fails in multi-node within a shared file system, because the master process cannot find the lock files from other nodes. (This issue was originally mentioned in the transformers repo https://github.com/huggingface/transformers/issues/17412)
## Steps to reproduce the bug
1. c... | {
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https://api.github.com/repos/huggingface/datasets/issues/4419 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4419/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4419/comments | https://api.github.com/repos/huggingface/datasets/issues/4419/events | https://github.com/huggingface/datasets/issues/4419 | 1,252,652,896 | I_kwDODunzps5Kqfdg | 4,419 | Update `unittest` assertions over tuples from `assertEqual` to `assertTupleEqual` | {
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"Hi! If the only goal is to improve readability, it's better to use `assertTupleEqual` than `assertSequenceEqual` for Python tuples. Also, note that this function is called internally by `assertEqual`, but I guess we can accept a PR to be more verbose.",
"Hi @mariosasko, right! I'll update the issue title/desc wi... | 2022-05-30T12:13:18 | 2022-09-30T16:01:37 | 2022-09-30T16:01:37 | MEMBER | null | null | null | null | **Is your feature request related to a problem? Please describe.**
So this is more a readability improvement rather than a proposal, wouldn't it be better to use `assertTupleEqual` over the tuples rather than `assertEqual`? As `unittest` added that function in `v3.1`, as detailed at https://docs.python.org/3/library... | {
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https://api.github.com/repos/huggingface/datasets/issues/4417 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4417/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4417/comments | https://api.github.com/repos/huggingface/datasets/issues/4417/events | https://github.com/huggingface/datasets/issues/4417 | 1,251,933,091 | I_kwDODunzps5Knvuj | 4,417 | how to convert a dict generator into a huggingface dataset. | {
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"@albertvillanova @lhoestq , could you please help me on this issue. ",
"Hi ! As mentioned on the [forum](https://discuss.huggingface.co/t/how-to-wrap-a-generator-with-hf-dataset/18464), the simplest for now would be to define a [dataset script](https://huggingface.co/docs/datasets/dataset_script) which can conta... | 2022-05-29T16:28:27 | 2022-09-16T14:44:19 | 2022-09-16T14:44:19 | NONE | null | null | null | null | ### Link
_No response_
### Description
Hey there, I have used seqio to get a well distributed mixture of samples from multiple dataset. However the resultant output from seqio is a python generator dict, which I cannot produce back into huggingface dataset.
The generator contains all the samples needed for ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4413 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4413/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4413/comments | https://api.github.com/repos/huggingface/datasets/issues/4413/events | https://github.com/huggingface/datasets/issues/4413 | 1,250,259,822 | I_kwDODunzps5KhXNu | 4,413 | Dataset Viewer issue for ett | {
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"Thanks for reporting @dgcnz.\r\n\r\nI have checked that the dataset works fine in streaming mode.\r\n\r\nAdditionally, other datasets containing timestamps are properly rendered by the viewer: https://huggingface.co/datasets/blbooks\r\n\r\nI have tried to force the refresh of the preview, but the endpoint is not r... | 2022-05-27T02:12:35 | 2022-06-15T07:30:46 | 2022-06-15T07:30:46 | NONE | null | null | null | null | ### Link
https://huggingface.co/datasets/ett
### Description
Timestamp is not JSON serializable.
```
Status code: 500
Exception: Status500Error
Message: Type is not JSON serializable: Timestamp
```
### Owner
No | {
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https://api.github.com/repos/huggingface/datasets/issues/4407 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4407/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4407/comments | https://api.github.com/repos/huggingface/datasets/issues/4407/events | https://github.com/huggingface/datasets/issues/4407 | 1,248,671,778 | I_kwDODunzps5KbTgi | 4,407 | Dataset Viewer issue for conll2012_ontonotesv5 | {
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"Thanks for reporting, @jiangwy99.\r\n\r\nI guess this could be addressed only once we fix our issue with irresponsive backend endpoint.\r\n\r\nCC: @severo ",
"I've just sent the forcing of the refresh of the preview to the new endpoint.",
"Fixed, thanks for the patience. The issue was the amount of RAM allowed... | 2022-05-25T20:18:33 | 2022-06-07T18:39:16 | 2022-06-07T18:39:16 | NONE | null | null | null | null | ### Link
https://huggingface.co/datasets/conll2012_ontonotesv5
### Description
Dataset viewer outage.
### Owner
No | {
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https://api.github.com/repos/huggingface/datasets/issues/4405 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4405/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4405/comments | https://api.github.com/repos/huggingface/datasets/issues/4405/events | https://github.com/huggingface/datasets/issues/4405 | 1,248,574,087 | I_kwDODunzps5Ka7qH | 4,405 | [TypeError: Couldn't cast array of type] Cannot process dataset in v2.2.2 | {
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"And if the problem is that the way I am to construct the {Entity Type: list of spans} makes entity types without any spans hard to handle, is there a better way to meet the demand? Although I have verified that to make entity types without any spans to behave like `entity_chunk[label] = [[\"\"]]` can perform norma... | 2022-05-25T18:56:43 | 2022-06-07T14:27:20 | 2022-06-07T14:27:20 | NONE | null | null | null | null | ## Describe the bug
I am trying to process the [conll2012_ontonotesv5](https://huggingface.co/datasets/conll2012_ontonotesv5) dataset in `datasets` v2.2.2 and am running into a type error when casting the features.
## Steps to reproduce the bug
```python
import os
from typing import (
List,
Dict,
)
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https://api.github.com/repos/huggingface/datasets/issues/4404 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4404/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4404/comments | https://api.github.com/repos/huggingface/datasets/issues/4404/events | https://github.com/huggingface/datasets/issues/4404 | 1,248,572,899 | I_kwDODunzps5Ka7Xj | 4,404 | Dataset should have a `.name` field | {
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"Hi! You can already use `dset.builder_name` and `dset.config_name` for that purpose. And when it comes to versioning, it's better to use `dset._fingerprint` than the `version` attribute as the former represents a deterministic hash that encodes all the mutable ops executed on a dataset, and the latter stays the sa... | 2022-05-25T18:56:08 | 2022-09-13T15:09:30 | 2022-06-16T10:47:53 | NONE | null | null | null | null | **Is your feature request related to a problem? Please describe.**
If building pipelines that can evaluate on more than one dataset, it would be nice to be able to log results of things like `Evaluating on {dataset.name}` or `results for {dataset.name} are: {results}`
Without some way of concisely identifying a dat... | {
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https://api.github.com/repos/huggingface/datasets/issues/4401 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4401/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4401/comments | https://api.github.com/repos/huggingface/datasets/issues/4401/events | https://github.com/huggingface/datasets/issues/4401 | 1,247,695,921 | I_kwDODunzps5KXlQx | 4,401 | "NonMatchingChecksumError" when importing 'spider' dataset | {
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"Thanks for reporting, @OmarAlaaeldein.\r\n\r\nDatasets hosted at Google Drive give problems quite often due to a change in their service:\r\n- #3786 \r\n\r\nRelated to:\r\n- #3906\r\n\r\nI'm having a look.",
"We have made a Pull Request to replace the Google Drive URL. This fix will be accessible in our next `da... | 2022-05-25T07:45:07 | 2022-05-26T06:40:12 | 2022-05-26T06:40:12 | NONE | null | null | null | null | ## Describe the bug
When importing 'spider' dataset [https://huggingface.co/datasets/spider] an error occurs
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset('spider')
```
## Expected results
Dataset object
## Actual results
NonMatchingChecksumError: Check... | {
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https://api.github.com/repos/huggingface/datasets/issues/4400 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4400/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4400/comments | https://api.github.com/repos/huggingface/datasets/issues/4400/events | https://github.com/huggingface/datasets/issues/4400 | 1,247,404,237 | I_kwDODunzps5KWeDN | 4,400 | load dataset wikitext-2-raw-v1 failed. Could not reach wikitext-2-raw-v1.py. | {
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"I tried in this way.\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ndataset = load_dataset(path=\"wikitext\", name=\"wikitext-103-v1\", split=\"train\")\r\n```"
] | 2022-05-25T03:10:44 | 2022-10-24T06:10:27 | 2022-05-25T03:26:36 | NONE | null | null | null | null | ## Describe the bug
Could not reach wikitext-2-raw-v1.py
## Steps to reproduce the bug
```python
from datasets import load_dataset
load_dataset("wikitext-2-raw-v1")
```
## Expected results
Download `wikitext-2-raw-v1` dataset successfully.
## Actual results
```
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https://api.github.com/repos/huggingface/datasets/issues/4399 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4399/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4399/comments | https://api.github.com/repos/huggingface/datasets/issues/4399/events | https://github.com/huggingface/datasets/issues/4399 | 1,246,948,299 | I_kwDODunzps5KUuvL | 4,399 | LocalDatasetModuleFactoryWithoutScript extracts invalid builder name | {
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"Ok, so\r\n```\r\nos.path.basename(\"/home/user/\")\r\n```\r\ngives `''` while \r\n```\r\nos.path.basename(\"/home/user\")\r\n```\r\ngives `user`. \r\nThe code should check if the last char is a slash.\r\n",
"The fix is:\r\n```\r\n\"name\": os.path.basename(self.path[:-1] if self.path[-1] == \"/\" else self.path)... | 2022-05-24T18:03:01 | 2022-09-12T15:30:43 | 2022-09-12T15:30:43 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
Trying to load a local dataset raises an error indicating that the config builder has to have a name.
No error should be reported, since the call is completly valid.
## Steps to reproduce the bug
```python
load_dataset("./data/some-dataset/", name="some-name")
```
## Expected results
The... | {
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https://api.github.com/repos/huggingface/datasets/issues/4398 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4398/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4398/comments | https://api.github.com/repos/huggingface/datasets/issues/4398/events | https://github.com/huggingface/datasets/issues/4398 | 1,246,666,749 | I_kwDODunzps5KTp_9 | 4,398 | Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError` | {
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"It works if we either remove the `ds = ds.cast_column(\"id\", Value(\"int32\"))` line from the code above, or if instead calling `ds.remove_columns()` we remove the columns inside each mapping as `ds.map(..., remove_columns=[...])` instead of right after the mapping.\r\n\r\nBoth of those solutions seem to fix the ... | 2022-05-24T14:41:34 | 2022-06-14T16:01:56 | 2022-06-14T16:01:56 | MEMBER | null | null | null | null | First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue.
## Describe the bug
Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add... | {
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https://api.github.com/repos/huggingface/datasets/issues/4394 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4394/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4394/comments | https://api.github.com/repos/huggingface/datasets/issues/4394/events | https://github.com/huggingface/datasets/issues/4394 | 1,245,221,657 | I_kwDODunzps5KOJMZ | 4,394 | trainer became extremely slow after reload dataset by `load_from_disk` | {
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"I tried to make the dataset much more smaller (100000 rows) , then the speed became `33.88it/s` from`8.62s/it`. It's nearly 200 times... Do you have any idea? Thank you!",
"Similar issue: https://github.com/huggingface/transformers/issues/8818\r\n\r\nI changed `RandomSampler` to `SequentialSampler` in the `tra... | 2022-05-23T14:04:37 | 2023-11-23T07:40:30 | null | NONE | null | null | null | null | ## Describe the bug
Due to memory problem, I need to save my tokenized datasets locally by CPU and reload it by multi GPU for running training script. However, after I reload it by `load_from_disk` and start training, the speed is extremely slow. It says I need about 1500 hours with 8 A100 cards. Before this, I can ru... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4387 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4387/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4387/comments | https://api.github.com/repos/huggingface/datasets/issues/4387/events | https://github.com/huggingface/datasets/issues/4387 | 1,244,147,817 | I_kwDODunzps5KKDBp | 4,387 | device/google/accessory/adk2012 - Git at Google | {
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https://android.googlesource.com/device/google/accessory/adk2012/#:~:text=git%20clone%20https%3A//android.googlesource.com/device/google/accessory/adk2012 | {
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https://api.github.com/repos/huggingface/datasets/issues/4386 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4386/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4386/comments | https://api.github.com/repos/huggingface/datasets/issues/4386/events | https://github.com/huggingface/datasets/issues/4386 | 1,243,965,532 | I_kwDODunzps5KJWhc | 4,386 | Bug for wiki_auto_asset_turk from GEM | {
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"Thanks for reporting, @StevenTang1998.\r\n\r\nI'm looking into it. ",
"Hi @StevenTang1998,\r\n\r\nWe have fixed the issue:\r\n- #4389\r\n\r\nThe fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by installing `datasets` from our GitHub repo:\r\n```\r\npip... | 2022-05-21T12:31:30 | 2022-05-24T05:55:52 | 2022-05-23T10:29:55 | NONE | null | null | null | null | ## Describe the bug
The script of wiki_auto_asset_turk for GEM may be out of date.
## Steps to reproduce the bug
```python
import datasets
datasets.load_dataset('gem', 'wiki_auto_asset_turk')
```
## Actual results
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/... | {
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https://api.github.com/repos/huggingface/datasets/issues/4383 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4383/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4383/comments | https://api.github.com/repos/huggingface/datasets/issues/4383/events | https://github.com/huggingface/datasets/issues/4383 | 1,243,856,981 | I_kwDODunzps5KI8BV | 4,383 | L | {
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L
## Expected L
A clear and concise lmll
Specify the actual results or traceback.
## Environment info
<!-- You can run the command `datasets-cli env` and copy-and-paste its output below. -->
- `datasets` version:
- Platform:
- Python version:
- PyArrow version: | {
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https://api.github.com/repos/huggingface/datasets/issues/4382 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4382/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4382/comments | https://api.github.com/repos/huggingface/datasets/issues/4382/events | https://github.com/huggingface/datasets/issues/4382 | 1,243,839,783 | I_kwDODunzps5KI30n | 4,382 | First time trying | {
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- **Name:** *name of the dataset*
- **Description:** *short description of the dataset (or link to social media or blog post)*
- **Paper:** *link to the dataset paper if available*
- **Data:** *link to the Github repository or current dataset location*
- **Motivation:** *what are some good reasons t... | {
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https://api.github.com/repos/huggingface/datasets/issues/4381 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4381/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4381/comments | https://api.github.com/repos/huggingface/datasets/issues/4381/events | https://github.com/huggingface/datasets/issues/4381 | 1,243,478,863 | I_kwDODunzps5KHftP | 4,381 | Bug in caching 2 datasets both with the same builder class name | {
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"Hi @NouamaneTazi, thanks for reporting.\r\n\r\nPlease note that both datasets are cached in the same directory because their loading builder classes have the same name: `class MTOP(datasets.GeneratorBasedBuilder)`.\r\n\r\nYou should name their builder classes differently, e.g.:\r\n- `MtopDomain`\r\n- `MtopIntent`"... | 2022-05-20T18:18:03 | 2022-06-02T08:18:37 | 2022-05-25T05:16:15 | MEMBER | null | null | null | null | ## Describe the bug
The two datasets `mteb/mtop_intent` and `mteb/mtop_domain `use both the same cache folder `.cache/huggingface/datasets/mteb___mtop`. So if you first load `mteb/mtop_intent` then datasets will not load `mteb/mtop_domain`.
If you delete this cache folder and flip the order how you load the two datas... | {
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"Fixed by:\r\n- #4380 ",
"Just an additional insight, the latest dill (either 0.3.5 or 0.3.5.1) also broke the hashing/fingerprinting of any mapping function.\r\n\r\nFor example:\r\n```\r\nfrom datasets import load_dataset\r\n\r\nd = load_dataset(\"rotten_tomatoes\")\r\nd.map(lambda x: x)\r\n```\r\n\r\nReturns th... | 2022-05-20T13:48:36 | 2022-05-21T15:53:26 | 2022-05-20T17:06:27 | MEMBER | null | null | null | null | ## Describe the bug
As reported by @sgugger, latest dill release is breaking things with Datasets.
```
______________ ExamplesTests.test_run_speech_recognition_seq2seq _______________
self = <multiprocess.pool.ApplyResult object at 0x7fa5981a1cd0>, timeout = None
def get(self, timeout=None):
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"DUPLICATED comment from https://github.com/huggingface/datasets/issues/3807:\r\n\r\nmy code:\r\n```\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"irc_disentangle\", download_mode=\"force_redownload\")\r\n```\r\nhowever, it produces the same error\r\n```\r\n[38](file:///Library/Frameworks/Pyt... | 2022-05-19T19:15:16 | 2023-01-12T16:56:13 | 2022-06-02T08:20:00 | NONE | null | null | null | null | the dataviewer shows this message for "ubuntu" - "train", "test", and "validation" splits:
```
Server error
Status code: 400
Exception: ValueError
Message: Cannot seek streaming HTTP file
```
it appears to give the same message for the "channel_two" data as well.
I get a Checksums error when usi... | {
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"Hi !\r\n\r\nMy guess is that some examples in your dataset are bigger than your RAM, and therefore loading them in RAM to pass them to `remove_non_indic_sentences` takes forever because it might use SWAP memory.\r\n\r\nMaybe several examples in your dataset are grouped together, can you check `len(lang_dataset[\"t... | 2022-05-19T14:18:05 | 2023-07-25T15:07:17 | 2023-07-25T15:07:16 | NONE | null | null | null | null | ## processing a custom dataset loaded as .txt file is extremely slow, compared to a dataset of similar volume from the hub
I have a large .txt file of 22 GB which i load into HF dataset
`lang_dataset = datasets.load_dataset("text", data_files="hi.txt")`
further i use a pre-processing function to clean the d... | {
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"Duplicate of:\r\n- #3956\r\n\r\nI think you should report that issue to `elasticsearch` library: https://github.com/elastic/elasticsearch-py"
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"Hi! A dataset has to be streamable to work with the viewer. I did a quick test, and yours is, so this might be a bug in the viewer. cc @severo \r\n",
"Looking at it. The message is now:\r\n\r\n```\r\nMessage: cannot cache function '__shear_dense': no locator available for file '/src/services/worker/.venv/... | 2022-05-17T16:34:43 | 2022-06-08T12:32:10 | 2022-06-08T09:26:56 | NONE | null | null | null | null | I have uploaded the corpus developed by our lab in the speech domain to huggingface [datasets](https://huggingface.co/datasets/Roh/ryanspeech). You can read about the companion paper accepted in interspeech 2021 [here](https://arxiv.org/abs/2106.08468). The dataset works fine but I can't make the dataset preview work. ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4361 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4361/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4361/comments | https://api.github.com/repos/huggingface/datasets/issues/4361/events | https://github.com/huggingface/datasets/issues/4361 | 1,238,671,931 | I_kwDODunzps5J1KI7 | 4,361 | `udhr` doesn't load, dataset checksum mismatch | {
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Loading `udhr` fails due to a checksum mismatch for some source files. Looks like both of the source files on unicode.org have changed:
size + checksum in datasets repo:
```
(hfdev) leon@blade:~/datasets/datasets/udhr$ jq .default.download_checksums < dataset_infos.json
{
"https://unicode... | {
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https://api.github.com/repos/huggingface/datasets/issues/4358 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4358/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4358/comments | https://api.github.com/repos/huggingface/datasets/issues/4358/events | https://github.com/huggingface/datasets/issues/4358 | 1,237,147,692 | I_kwDODunzps5JvWAs | 4,358 | Missing dataset tags and sections in some dataset cards | {
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"@lhoestq I can take this issue. Please can you point out to me where I can find the other positional arguments?",
"Hi @RohitRathore1 :)\r\n\r\nYou can find all the YAML tags in the tagging app here: https://hf.co/spaces/huggingface/datasets-tagging). They're all passed as arguments to a DatasetMetadata object us... | 2022-05-16T13:18:16 | 2022-05-30T15:36:52 | null | CONTRIBUTOR | null | null | null | null | Summary of CircleCI errors for different dataset metadata:
- **BoolQ**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', 'source_datasets', 'task_categories', and 'task_ids'
- **Conllpp**: expected some content in section `Citati... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4354 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4354/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4354/comments | https://api.github.com/repos/huggingface/datasets/issues/4354/events | https://github.com/huggingface/datasets/issues/4354 | 1,236,404,383 | I_kwDODunzps5Jsgif | 4,354 | Problems with WMT dataset | {
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"Hi! Yes, the docs are outdated. Expect this to be fixed soon. \r\n\r\nIn the meantime, you can try to fix the issue yourself.\r\n\r\nThese are the configs/language pairs supported by `wmt15` from which you can choose:\r\n* `cs-en` (Czech - English)\r\n* `de-en` (German - English)\r\n* `fi-en` (Finnish- English)\r\... | 2022-05-15T20:58:26 | 2022-07-11T14:54:02 | 2022-07-11T14:54:01 | NONE | null | null | null | null | ## Describe the bug
I am trying to load WMT15 dataset and to define which data-sources to use for train/validation/test splits, but unfortunately it seems that the official documentation at [https://huggingface.co/datasets/wmt15#:~:text=Versions%20exists%20for,wmt_translate%22%2C%20config%3Dconfig)](https://huggingfac... | {
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https://api.github.com/repos/huggingface/datasets/issues/4352 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4352/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4352/comments | https://api.github.com/repos/huggingface/datasets/issues/4352/events | https://github.com/huggingface/datasets/issues/4352 | 1,236,086,170 | I_kwDODunzps5JrS2a | 4,352 | When using `dataset.map()` if passed `Features` types do not match what is returned from the mapped function, execution does not except in an obvious way | {
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"Hi ! Thanks for reporting :) `datasets` usually returns a `pa.lib.ArrowInvalid` error if the feature types don't match.\r\n\r\nIt would be awesome if we had a way to reproduce the `OverflowError` in this case, to better understand what happened and be able to provide the best error message"
] | 2022-05-14T17:55:15 | 2022-05-16T15:09:17 | null | NONE | null | null | null | null | ## Describe the bug
Recently I was trying to using `.map()` to preprocess a dataset. I defined the expected Features and passed them into `.map()` like `dataset.map(preprocess_data, features=features)`. My expected `Features` keys matched what came out of `preprocess_data`, but the types i had defined for them did not... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4351 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4351/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4351/comments | https://api.github.com/repos/huggingface/datasets/issues/4351/events | https://github.com/huggingface/datasets/issues/4351 | 1,235,950,209 | I_kwDODunzps5JqxqB | 4,351 | Add optional progress bar for .save_to_disk(..) and .load_from_disk(..) when working with remote filesystems | {
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"Hi! I like this idea. For consistency with `load_dataset`, we can use `fsspec`'s `TqdmCallback` in `.load_from_disk` to monitor the number of bytes downloaded, and in `.save_to_disk`, we can track the number of saved shards for consistency with `push_to_hub` (after we implement https://github.com/huggingface/data... | 2022-05-14T11:30:42 | 2022-12-14T18:22:59 | 2022-12-14T18:22:59 | CONTRIBUTOR | null | null | null | null | **Is your feature request related to a problem? Please describe.**
When working with large datasets stored on remote filesystems(such as s3), the process of uploading a dataset could take really long time. For instance: I was uploading a re-processed version of wmt17 en-ru to my s3 bucket and it took like 35 minutes(a... | {
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https://api.github.com/repos/huggingface/datasets/issues/4349 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4349/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4349/comments | https://api.github.com/repos/huggingface/datasets/issues/4349/events | https://github.com/huggingface/datasets/issues/4349 | 1,235,474,765 | I_kwDODunzps5Jo9lN | 4,349 | Dataset.map()'s fails at any value of parameter writer_batch_size | {
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"Note that this same issue occurs even if i preprocess with the more default way of tokenizing that uses LayoutLMv2Processor's internal OCR:\r\n\r\n```python\r\n feature_extractor = LayoutLMv2FeatureExtractor()\r\n tokenizer = LayoutLMv2Tokenizer.from_pretrained(\"microsoft/layoutlmv2-base-uncased\")\... | 2022-05-13T16:55:12 | 2022-06-02T12:51:11 | 2022-05-14T15:08:08 | NONE | null | null | null | null | ## Describe the bug
If the the value of `writer_batch_size` is less than the total number of instances in the dataset it will fail at that same number of instances. If it is greater than the total number of instances, it fails on the last instance.
Context:
I am attempting to fine-tune a pre-trained HuggingFace tr... | {
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https://api.github.com/repos/huggingface/datasets/issues/4348 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4348/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4348/comments | https://api.github.com/repos/huggingface/datasets/issues/4348/events | https://github.com/huggingface/datasets/issues/4348 | 1,235,432,976 | I_kwDODunzps5JozYQ | 4,348 | `inspect` functions can't fetch dataset script from the Hub | {
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"Hi, thanks for reporting! `git bisect` points to #2986 as the PR that introduced the bug. Since then, there have been some additional changes to the loading logic, and in the current state, `force_local_path` (set via `local_path`) forbids pulling a script from the internet instead of downloading it: https://githu... | 2022-05-13T16:08:26 | 2022-06-09T10:26:06 | 2022-06-09T10:26:06 | MEMBER | null | null | null | null | The `inspect_dataset` and `inspect_metric` functions are unable to retrieve a dataset or metric script from the Hub and store it locally at the specified `local_path`:
```py
>>> from datasets import inspect_dataset
>>> inspect_dataset('rotten_tomatoes', local_path='path/to/my/local/folder')
FileNotFoundError: C... | {
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https://api.github.com/repos/huggingface/datasets/issues/4346 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4346/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4346/comments | https://api.github.com/repos/huggingface/datasets/issues/4346/events | https://github.com/huggingface/datasets/issues/4346 | 1,235,067,062 | I_kwDODunzps5JnaC2 | 4,346 | GH Action to build documentation never ends | {
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See: https://github.com/huggingface/datasets/runs/6418035586?check_suite_focus=true
I finally forced the cancel of the workflow. | {
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https://api.github.com/repos/huggingface/datasets/issues/4343 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4343/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4343/comments | https://api.github.com/repos/huggingface/datasets/issues/4343/events | https://github.com/huggingface/datasets/issues/4343 | 1,234,864,168 | I_kwDODunzps5Jmogo | 4,343 | Metrics documentation is not accessible in the datasets doc UI | {
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"Hey @fxmarty :) Yes we are working on showing the docs of all the metrics on the Hugging face website. If you want to follow the advancements you can check the [evaluate](https://github.com/huggingface/evaluate) repository cc @lvwerra @sashavor "
] | 2022-05-13T07:46:30 | 2022-06-03T08:50:25 | 2022-06-03T08:50:25 | CONTRIBUTOR | null | null | null | null | **Is your feature request related to a problem? Please describe.**
Search for a metric name like "seqeval" yields no results on https://huggingface.co/docs/datasets/master/en/index . One needs to go look in `datasets/metrics/README.md` to find the doc. Even in the `README.md`, it can be hard to understand what the met... | {
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https://api.github.com/repos/huggingface/datasets/issues/4341 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4341/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4341/comments | https://api.github.com/repos/huggingface/datasets/issues/4341/events | https://github.com/huggingface/datasets/issues/4341 | 1,234,739,703 | I_kwDODunzps5JmKH3 | 4,341 | Failing CI on Windows for sari and wiki_split metrics | {
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Our CI is failing from yesterday on Windows for metrics: sari and wiki_split
```
FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_sari - ...
FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_wiki_split
```
See: https://app.circleci.com/pipelines/githu... | {
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https://api.github.com/repos/huggingface/datasets/issues/4327 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4327/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4327/comments | https://api.github.com/repos/huggingface/datasets/issues/4327/events | https://github.com/huggingface/datasets/issues/4327 | 1,233,840,020 | I_kwDODunzps5JiueU | 4,327 | `wikipedia` pre-processed datasets | {
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"Hi @vpj, thanks for reporting.\r\n\r\nI'm sorry, but I can't reproduce your bug: I load \"20220301.simple\"in 9 seconds:\r\n```shell\r\ntime python -c \"from datasets import load_dataset; load_dataset('wikipedia', '20220301.simple')\"\r\n\r\nDownloading and preparing dataset wikipedia/20220301.simple (download: 22... | 2022-05-12T11:25:42 | 2022-08-31T08:26:57 | 2022-08-31T08:26:57 | NONE | null | null | null | null | ## Describe the bug
[Wikipedia](https://huggingface.co/datasets/wikipedia) dataset readme says that certain subsets are preprocessed. However it seems like they are not available. When I try to load them it takes a really long time, and it seems like it's processing them.
## Steps to reproduce the bug
```python
f... | {
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https://api.github.com/repos/huggingface/datasets/issues/4325 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4325/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4325/comments | https://api.github.com/repos/huggingface/datasets/issues/4325/events | https://github.com/huggingface/datasets/issues/4325 | 1,233,812,191 | I_kwDODunzps5Jinrf | 4,325 | Dataset Viewer issue for strombergnlp/offenseval_2020, strombergnlp/polstance | {
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"Not sure if it's related... I was going to raise an issue for https://huggingface.co/datasets/domenicrosati/TruthfulQA which also has the same issue... https://huggingface.co/datasets/domenicrosati/TruthfulQA/viewer/domenicrosati--TruthfulQA/train \r\n\r\n",
"Yes, it's related. The backend behind the dataset vie... | 2022-05-12T10:59:08 | 2022-05-13T10:57:15 | 2022-05-13T10:57:02 | CONTRIBUTOR | null | null | null | null | ### Link
https://huggingface.co/datasets/strombergnlp/offenseval_2020/viewer/ar/train
### Description
The viewer isn't running for these two datasets. I left it overnight because a wait sometimes helps things get loaded, and the error messages have all gone, but the datasets are still turning up blank in viewer. May... | {
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https://api.github.com/repos/huggingface/datasets/issues/4324 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4324/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4324/comments | https://api.github.com/repos/huggingface/datasets/issues/4324/events | https://github.com/huggingface/datasets/issues/4324 | 1,233,780,870 | I_kwDODunzps5JigCG | 4,324 | Support >1 PWC dataset per dataset card | {
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"Hi @leondz, I agree it would be nice. We'll see what we can do ;)"
] | 2022-05-12T10:29:07 | 2022-05-13T11:25:29 | null | CONTRIBUTOR | null | null | null | null | **Is your feature request related to a problem? Please describe.**
Some datasets cover more than one dataset on PapersWithCode. For example, the OffensEval 2020 challenge involved five languages, and there's one dataset to cover all five datasets, [`strombergnlp/offenseval_2020`](https://huggingface.co/datasets/stromb... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4323 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4323/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4323/comments | https://api.github.com/repos/huggingface/datasets/issues/4323/events | https://github.com/huggingface/datasets/issues/4323 | 1,233,634,928 | I_kwDODunzps5Jh8Zw | 4,323 | Audio can not find value["bytes"] | {
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"\r\n\r\nthat is reason my bytes`s empty\r\nbut i have some confused why path prior is higher than bytes?\r\n\r\nif you can make bytes in _generate_examples , you don`t have to make bytes to path?\r\nbecau... | 2022-05-12T08:31:58 | 2022-07-07T13:16:08 | 2022-07-07T13:16:08 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
I wrote down _generate_examples like:
but where is the bytes?
## ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4320 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4320/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4320/comments | https://api.github.com/repos/huggingface/datasets/issues/4320/events | https://github.com/huggingface/datasets/issues/4320 | 1,233,208,864 | I_kwDODunzps5JgUYg | 4,320 | Multi-news dataset loader attempts to strip wrong character from beginning of summaries | {
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"Hi ! Thanks for reporting :)\r\n\r\nThis dataset was simply converted from [tensorflow datasets](https://github.com/tensorflow/datasets/blob/master/tensorflow_datasets/summarization/multi_news.py)\r\n\r\nI think we can just remove the `.strip(\"- \")` and keep this character",
"Cool! I made a PR."
] | 2022-05-11T21:36:41 | 2022-05-16T13:52:10 | 2022-05-16T13:52:10 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
The `multi_news.py` data loader has [a line which attempts to strip `"- "` from the beginning of summaries](https://github.com/huggingface/datasets/blob/aa743886221d76afb409d263e1b136e7a71fe2b4/datasets/multi_news/multi_news.py#L97). The actual character in the multi-news dataset, however, is `"–... | {
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https://api.github.com/repos/huggingface/datasets/issues/4310 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4310/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4310/comments | https://api.github.com/repos/huggingface/datasets/issues/4310/events | https://github.com/huggingface/datasets/issues/4310 | 1,231,319,815 | I_kwDODunzps5JZHMH | 4,310 | Loading dataset with streaming: '_io.BufferedReader' object has no attribute 'loc' | {
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Loading a datasets with `load_dataset` and `streaming=True` returns `AttributeError: '_io.BufferedReader' object has no attribute 'loc'`. Notice that loading with `streaming=False` works fine.
In the following steps we load parquet files but the same happens with pickle files. The problem seems ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4306 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4306/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4306/comments | https://api.github.com/repos/huggingface/datasets/issues/4306/events | https://github.com/huggingface/datasets/issues/4306 | 1,231,137,204 | I_kwDODunzps5JYam0 | 4,306 | `load_dataset` does not work with certain filename. | {
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"Never mind. It is because of the caching of datasets..."
] | 2022-05-10T13:14:04 | 2022-05-10T18:58:36 | 2022-05-10T18:58:09 | NONE | null | null | null | null | ## Describe the bug
This is a weird bug that took me some time to find out.
I have a JSON dataset that I want to load with `load_dataset` like this:
```
data_files = dict(train="train.json.zip", val="val.json.zip")
dataset = load_dataset("json", data_files=data_files, field="data")
```
## Expected results
... | {
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https://api.github.com/repos/huggingface/datasets/issues/4304 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4304/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4304/comments | https://api.github.com/repos/huggingface/datasets/issues/4304/events | https://github.com/huggingface/datasets/issues/4304 | 1,231,047,051 | I_kwDODunzps5JYEmL | 4,304 | Language code search does direct matches | {
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"Thanks for reporting ! I forwarded the issue to the front-end team :)\r\n\r\nWill keep you posted !\r\n\r\nI also changed the tagging app to suggest two letters code for now."
] | 2022-05-10T11:59:16 | 2022-05-10T12:38:42 | null | CONTRIBUTOR | null | null | null | null | ## Describe the bug
Hi. Searching for bcp47 tags that are just the language prefix (e.g. `sq` or `da`) excludes datasets that have added extra information in their language metadata (e.g. `sq-AL` or `da-bornholm`). The example codes given in the [tagging app](https://huggingface.co/spaces/huggingface/datasets-taggin... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4298 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4298/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4298/comments | https://api.github.com/repos/huggingface/datasets/issues/4298/events | https://github.com/huggingface/datasets/issues/4298 | 1,229,748,006 | I_kwDODunzps5JTHcm | 4,298 | Normalise license names | {
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"we'll add the same server-side metadata validation system as for hf.co/models soon-ish\r\n\r\n(you can check on hf.co/models that licenses are \"clean\")",
"Fixed by #4367."
] | 2022-05-09T13:51:32 | 2022-05-20T09:51:50 | 2022-05-20T09:51:50 | CONTRIBUTOR | null | null | null | null | **Is your feature request related to a problem? Please describe.**
When browsing datasets, the Licenses tag cloud (bottom left of e.g. https://huggingface.co/datasets) has multiple variants of the same license. This means the options exclude datasets arbitrarily, giving users artificially low recall. The cause of the ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4297 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4297/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4297/comments | https://api.github.com/repos/huggingface/datasets/issues/4297/events | https://github.com/huggingface/datasets/issues/4297 | 1,229,735,498 | I_kwDODunzps5JTEZK | 4,297 | Datasets YAML tagging space is down | {
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"@lhoestq @albertvillanova `update-task-list` branch does not exist anymore, should point to `main` now i guess",
"Thanks for reporting, fixing it now",
"It's up again :)"
] | 2022-05-09T13:45:05 | 2022-05-09T14:44:25 | 2022-05-09T14:44:25 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
The neat hf spaces app for generating YAML tags for dataset `README.md`s is down
## Steps to reproduce the bug
1. Visit https://huggingface.co/spaces/huggingface/datasets-tagging
## Expected results
There'll be a HF spaces web app for generating dataset metadata YAML
## Actual results
T... | {
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https://api.github.com/repos/huggingface/datasets/issues/4291 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4291/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4291/comments | https://api.github.com/repos/huggingface/datasets/issues/4291/events | https://github.com/huggingface/datasets/issues/4291 | 1,227,777,500 | I_kwDODunzps5JLmXc | 4,291 | Dataset Viewer issue for strombergnlp/ipm_nel : preview is empty, no error message | {
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"Hi @leondz, thanks for reporting.\r\n\r\nIndeed, the dataset viewer relies on the dataset being streamable (passing `streaming=True` to `load_dataset`). Whereas most of the datastes are streamable out of the box (thanks to our implementation of streaming), there are still some exceptions.\r\n\r\nIn particular, in ... | 2022-05-06T12:03:27 | 2022-05-09T08:25:58 | 2022-05-09T08:25:58 | CONTRIBUTOR | null | null | null | null | ### Link
https://huggingface.co/datasets/strombergnlp/ipm_nel/viewer/ipm_nel/train
### Description
The viewer is blank. I tried my best to emulate a dataset with a working viewer, but this one just doesn't seem to want to come up. What did I miss?
### Owner
Yes | {
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https://api.github.com/repos/huggingface/datasets/issues/4287 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4287/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4287/comments | https://api.github.com/repos/huggingface/datasets/issues/4287/events | https://github.com/huggingface/datasets/issues/4287 | 1,226,806,652 | I_kwDODunzps5JH5V8 | 4,287 | "NameError: name 'faiss' is not defined" on `.add_faiss_index` when `device` is not None | {
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"So I managed to solve this by adding a missing `import faiss` in the `@staticmethod` defined in https://github.com/huggingface/datasets/blob/f51b6994db27ea69261ef919fb7775928f9ec10b/src/datasets/search.py#L305, triggered from https://github.com/huggingface/datasets/blob/f51b6994db27ea69261ef919fb7775928f9ec10b/src... | 2022-05-05T15:09:45 | 2022-05-10T13:53:19 | 2022-05-10T13:53:19 | MEMBER | null | null | null | null | ## Describe the bug
When using `datasets` to calculate the FAISS indices of a dataset, the exception `NameError: name 'faiss' is not defined` is triggered when trying to calculate those on a device (GPU), so `.add_faiss_index(..., device=0)` fails with that exception.
All that assuming that `datasets` is properly... | {
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https://api.github.com/repos/huggingface/datasets/issues/4284 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4284/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4284/comments | https://api.github.com/repos/huggingface/datasets/issues/4284/events | https://github.com/huggingface/datasets/issues/4284 | 1,226,200,727 | I_kwDODunzps5JFlaX | 4,284 | Issues in processing very large datasets | {
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"Hi ! `datasets` doesn't load the dataset in memory. Instead it uses memory mapping to load your dataset from your disk (it is stored as arrow files). Do you know at what point you have RAM issues exactly ?\r\n\r\nHow big are your graph_data_train dictionaries btw ?",
"Closing this issue due to inactivity."
] | 2022-05-05T05:01:09 | 2023-07-25T15:12:38 | 2023-07-25T15:12:38 | NONE | null | null | null | null | ## Describe the bug
I'm trying to add a feature called "subgraph" to CNN/DM dataset (modifications on run_summarization.py of Huggingface Transformers script) --- I'm not quite sure if I'm doing it the right way, though--- but the main problem appears when the training starts where the error ` [OSError: [Errno 12] Can... | {
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https://api.github.com/repos/huggingface/datasets/issues/4276 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4276/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4276/comments | https://api.github.com/repos/huggingface/datasets/issues/4276/events | https://github.com/huggingface/datasets/issues/4276 | 1,224,949,252 | I_kwDODunzps5JAz4E | 4,276 | OpenBookQA has missing and inconsistent field names | {
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"Thanks for reporting, @vblagoje.\r\n\r\nIndeed, I noticed some of these issues while reviewing this PR:\r\n- #4259 \r\n\r\nThis is in my TODO list. ",
"Ok, awesome @albertvillanova How about #4275 ?",
"On the other hand, I am not sure if we should always preserve the original nested structure. I think we shoul... | 2022-05-04T05:51:52 | 2022-10-11T17:11:53 | 2022-10-05T13:50:03 | CONTRIBUTOR | null | null | null | null | ## Describe the bug
OpenBookQA implementation is inconsistent with the original dataset.
We need to:
1. The dataset field [question][stem] is flattened into question_stem. Unflatten it to match the original format.
2. Add missing additional fields:
- 'fact1': row['fact1'],
- 'humanScore': row['humanSc... | {
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https://api.github.com/repos/huggingface/datasets/issues/4275 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4275/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4275/comments | https://api.github.com/repos/huggingface/datasets/issues/4275/events | https://github.com/huggingface/datasets/issues/4275 | 1,224,943,414 | I_kwDODunzps5JAyc2 | 4,275 | CommonSenseQA has missing and inconsistent field names | {
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"Thanks for reporting, @vblagoje.\r\n\r\nI'm opening a PR to address this. "
] | 2022-05-04T05:38:59 | 2022-05-04T11:41:18 | null | CONTRIBUTOR | null | null | null | null | ## Describe the bug
In short, CommonSenseQA implementation is inconsistent with the original dataset.
More precisely, we need to:
1. Add the dataset matching "id" field. The current dataset, instead, regenerates monotonically increasing id.
2. The [“question”][“stem”] field is flattened into "question". We sh... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4271 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4271/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4271/comments | https://api.github.com/repos/huggingface/datasets/issues/4271/events | https://github.com/huggingface/datasets/issues/4271 | 1,224,404,403 | I_kwDODunzps5I-u2z | 4,271 | A typo in docs of datasets.disable_progress_bar | {
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"Hi! Thanks for catching and reporting the typo, a PR has been opened to fix it :)"
] | 2022-05-03T17:44:56 | 2022-05-04T06:58:35 | 2022-05-04T06:58:35 | NONE | null | null | null | null | ## Describe the bug
in the docs of V2.1.0 datasets.disable_progress_bar, we should replace "enable" with "disable". | {
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https://api.github.com/repos/huggingface/datasets/issues/4268 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4268/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4268/comments | https://api.github.com/repos/huggingface/datasets/issues/4268/events | https://github.com/huggingface/datasets/issues/4268 | 1,223,331,964 | I_kwDODunzps5I6pB8 | 4,268 | error downloading bigscience-catalogue-lm-data/lm_en_wiktionary_filtered | {
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"It would help a lot to be able to preview the dataset - I'd like to see if the pronunciations are in the dataset, eg. for [\"word\"](https://en.wiktionary.org/wiki/word),\r\n\r\nPronunciation\r\n([Received Pronunciation](https://en.wikipedia.org/wiki/Received_Pronunciation)) [IPA](https://en.wiktionary.org/wiki/Wi... | 2022-05-02T20:34:25 | 2022-05-06T15:53:30 | 2022-05-03T11:23:48 | NONE | null | null | null | null | ## Describe the bug
Error generated when attempting to download dataset
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("bigscience-catalogue-lm-data/lm_en_wiktionary_filtered")
```
## Expected results
A clear and concise description of the expected results... | {
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https://api.github.com/repos/huggingface/datasets/issues/4261 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4261/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4261/comments | https://api.github.com/repos/huggingface/datasets/issues/4261/events | https://github.com/huggingface/datasets/issues/4261 | 1,221,883,779 | I_kwDODunzps5I1HeD | 4,261 | data leakage in `webis/conclugen` dataset | {
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"Hi @xflashxx, thanks for reporting.\r\n\r\nPlease note that this dataset was generated and shared by Webis Group: https://huggingface.co/webis\r\n\r\nWe are contacting the dataset owners to inform them about the issue you found. We'll keep you updated of their reply.",
"i'd suggest just pinging the authors here ... | 2022-04-30T17:43:37 | 2022-05-03T06:04:26 | 2022-05-03T06:04:26 | NONE | null | null | null | null | ## Describe the bug
Some samples (argument-conclusion pairs) in the *training* split of the `webis/conclugen` dataset are present in both the *validation* and *test* splits, creating data leakage and distorting model results.
Furthermore, all splits contain duplicate samples.
## Steps to reproduce the bug
```pyth... | {
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https://api.github.com/repos/huggingface/datasets/issues/4248 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4248/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4248/comments | https://api.github.com/repos/huggingface/datasets/issues/4248/events | https://github.com/huggingface/datasets/issues/4248 | 1,218,460,444 | I_kwDODunzps5IoDsc | 4,248 | conll2003 dataset loads original data. | {
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"Thanks for reporting @sue99.\r\n\r\nUnfortunately. I'm not able to reproduce your problem:\r\n```python\r\nIn [1]: import datasets\r\n ...: from datasets import load_dataset\r\n ...: dataset = load_dataset(\"conll2003\")\r\n\r\nIn [2]: dataset\r\nOut[2]: \r\nDatasetDict({\r\n train: Dataset({\r\n fea... | 2022-04-28T09:33:31 | 2022-07-18T07:15:48 | 2022-07-18T07:15:48 | NONE | null | null | null | null | ## Describe the bug
I load `conll2003` dataset to use refined data like [this](https://huggingface.co/datasets/conll2003/viewer/conll2003/train) preview, but it is original data that contains `'-DOCSTART- -X- -X- O'` text.
Is this a bug or should I use another dataset_name like `lhoestq/conll2003` ?
## Steps to... | {
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https://api.github.com/repos/huggingface/datasets/issues/4247 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4247/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4247/comments | https://api.github.com/repos/huggingface/datasets/issues/4247/events | https://github.com/huggingface/datasets/issues/4247 | 1,218,320,882 | I_kwDODunzps5Inhny | 4,247 | The data preview of XGLUE | {
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"\r\n",
"Thanks for reporting @czq1999.\r\n\r\nNote that the dataset viewer uses the dataset in streaming mode and that not all datasets support streaming yet.\r\n\r\nThat is the case for XGLUE dataset (... | 2022-04-28T07:30:50 | 2022-04-29T08:23:28 | 2022-04-28T16:08:03 | NONE | null | null | null | null | It seems that something wrong with the data previvew of XGLUE | {
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https://api.github.com/repos/huggingface/datasets/issues/4241 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4241/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4241/comments | https://api.github.com/repos/huggingface/datasets/issues/4241/events | https://github.com/huggingface/datasets/issues/4241 | 1,217,423,686 | I_kwDODunzps5IkGlG | 4,241 | NonMatchingChecksumError when attempting to download GLUE | {
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"Hi :)\r\n\r\nI think your issue may be related to the older `nlp` library. I was able to download `glue` with the latest version of `datasets`. Can you try updating with:\r\n\r\n```py\r\npip install -U datasets\r\n```\r\n\r\nThen you can download:\r\n\r\n```py\r\nfrom datasets import load_dataset\r\nds = load_data... | 2022-04-27T14:14:21 | 2022-04-28T07:45:27 | 2022-04-28T07:45:27 | NONE | null | null | null | null | ## Describe the bug
I am trying to download the GLUE dataset from the NLP module but get an error (see below).
## Steps to reproduce the bug
```python
import nlp
nlp.__version__ # '0.2.0'
nlp.load_dataset('glue', name="rte", download_mode="force_redownload")
```
## Expected results
I expect the dataset to ... | {
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