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https://github.com/huggingface/datasets/issues/4542 | 4,542 | [to_tf_dataset] Use Feather for better compatibility with TensorFlow ? | {
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"This has so much potential to be great! Also I think you tagged some poor random dude on the internet whose name is also Joao, lol, edited that for you! ",
"cc @sayakpaul here too, since he was interested in our new approaches to converting datasets!",
"Noted and I will look into the thread in detail tomorrow ... | 2022-06-22T14:42:00Z | 2022-10-11T08:45:45Z | null | MEMBER | null | null | To have better performance in TensorFlow, it is important to provide lists of data files in supported formats. For example sharded TFRecords datasets are extremely performant. This is because tf.data can better leverage parallelism in this case, and load one file at a time in memory.
It seems that using `tensorflow_... | null | {
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https://github.com/huggingface/datasets/pull/4541 | 4,541 | Fix timestamp conversion from Pandas to Python datetime in streaming mode | {
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] | 2022-06-22T13:40:01Z | 2022-06-22T16:39:27Z | 2022-06-22T16:29:09Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Arrow accepts both pd.Timestamp and datetime.datetime objects to create timestamp arrays.
However a timestamp array is always converted to datetime.datetime objects.
This created an inconsistency between streaming in non-streaming. e.g. the `ett` dataset outputs datetime.datetime objects in non-streaming but pd.tim... | {
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https://github.com/huggingface/datasets/issues/4540 | 4,540 | Avoid splitting by` .py` for the file. | {
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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 ... | 2022-06-22T13:26:55Z | 2022-07-07T13:17:44Z | 2022-07-07T13:17:44Z | NONE | 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://github.com/huggingface/datasets/pull/4539 | 4,539 | Replace deprecated logging.warn with logging.warning | {
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https://github.com/huggingface/datasets/issues/4538 | 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... | 2022-06-22T02:48:40Z | 2022-06-27T07:30:23Z | 2022-06-26T22:26:22Z | NONE | 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://github.com/huggingface/datasets/pull/4537 | 4,537 | Fix WMT dataset loading issue and docs update | {
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"The PR branch now has some commits unrelated to the changes, probably due to rebasing. Can you please close this PR and open a new one from a new branch? You can use `git cherry-pick` to preserve the relevant changes:\r\n```bash\r\ngit checkout master\r\ngit remote add upstream git@github.com:huggingface/datasets... | 2022-06-21T21:48:02Z | 2022-06-24T07:05:43Z | 2022-06-24T07:05:10Z | CONTRIBUTOR | false | {
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} | This PR is a fix for #4354
Changes are made for `wmt14`, `wmt15`, `wmt16`, `wmt17`, `wmt18`, `wmt19` and `wmt_t2t`. And READMEs are updated for the corresponding datasets.
As I am on a M1 Mac, I am not able to create a virtual `dev` environment using `pip install -e ".[dev]"`. Issue is with `tensorflow-text` not... | {
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https://github.com/huggingface/datasets/pull/4536 | 4,536 | Properly raise FileNotFound even if the dataset is private | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-06-21T17:05:50Z | 2022-06-28T10:46:51Z | 2022-06-28T10:36:10Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | `tests/test_load.py::test_load_streaming_private_dataset` was failing because the hub now returns 401 when getting the HfApi.dataset_info of a dataset without authentication. `load_dataset` was raising ConnectionError, while it should be FileNoteFoundError since it first checks for local files before checking the Hub.
... | {
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https://github.com/huggingface/datasets/pull/4535 | 4,535 | Add `batch_size` parameter when calling `add_faiss_index` and `add_faiss_index_from_external_arrays` | {
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"Also, I had a doubt while checking the code related to the indices... \r\n\r\n@lhoestq, there's a value in `config.py` named `DATASET_INDICES_FILENAME` which has the arrow extension (which I assume it should be `indices.faiss`, as the Elastic Search indices are not stored in a file, but not sure), and it's just us... | 2022-06-21T12:18:49Z | 2022-06-27T16:25:09Z | 2022-06-27T16:14:36Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently, even though the `batch_size` when adding vectors to the FAISS index can be tweaked in `FaissIndex.add_vectors()`, the function `ArrowDataset.add_faiss_index` doesn't have either the parameter `batch_size` to be propagated to the nested `FaissIndex.add_vectors` function or `*args, **kwargs`, so on, this PR ad... | {
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https://github.com/huggingface/datasets/pull/4534 | 4,534 | Add `tldr_news` dataset | {
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"Hey @lhoestq, \r\nSorry for opening a PR, I was following the guide [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md)! Thanks for the review anyway, I will follow the instructions you sent 😃 ",
"Thanks, we will update the guide ;)"
] | 2022-06-21T05:02:43Z | 2022-06-23T14:33:54Z | 2022-06-21T14:21:11Z | NONE | false | {
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} | This PR aims at adding support for a news dataset: `tldr news`.
This dataset is based on the daily [tldr tech newsletter](https://tldr.tech/newsletter) and contains a `headline` as well as a `content` for every piece of news contained in a newsletter. | {
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https://github.com/huggingface/datasets/issues/4533 | 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://github.com/huggingface/datasets/pull/4532 | 4,532 | Add Video feature | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4532). All of your documentation changes will be reflected on that endpoint.",
"@nateraw do you have any plans to continue this pr? Or should I write a custom loader script to use my video dataset in the hub?",
"@fcakyon I th... | 2022-06-20T16:36:41Z | 2022-11-10T16:59:51Z | 2022-11-10T16:59:51Z | CONTRIBUTOR | true | {
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https://github.com/huggingface/datasets/issues/4531 | 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"
] | 2022-06-20T14:56:24Z | 2022-06-21T08:28:46Z | 2022-06-21T08:28:27Z | CONTRIBUTOR | 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://github.com/huggingface/datasets/pull/4530 | 4,530 | Add AudioFolder packaged loader | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"@lhoestq @mariosasko I don't know what to do with the test, do you have any ideas? :)",
"also it's passed in `pyarrow_latest_WIN`",
"If the error only happens on 3.6, maybe #4460 can help ^^' It seems to work in 3.7 on the window... | 2022-06-20T12:54:02Z | 2022-08-22T14:36:49Z | 2022-08-22T14:20:40Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | will close #3964
AudioFolder is almost identical to ImageFolder except for inferring labels is not the default behavior (`drop_labels` is set to True in config), the option of inferring them is preserved though.
The weird thing is happening with the `test_data_files_with_metadata_and_archives` when `streaming` i... | {
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https://github.com/huggingface/datasets/issues/4529 | 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... | 2022-06-20T10:39:34Z | 2023-10-26T09:12:32Z | 2023-10-04T18:19:52Z | NONE | 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://github.com/huggingface/datasets/issues/4528 | 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... | 2022-06-20T10:03:14Z | 2022-09-12T08:51:39Z | 2022-09-12T08:51:39Z | MEMBER | 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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https://github.com/huggingface/datasets/issues/4527 | 4,527 | Dataset Viewer issue for vadis/sv-ident | {
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"Fixed, thanks!\r\n![Uploading Capture d’écran 2022-06-21 à 18.42.40.png…]()\r\n\r\n"
] | 2022-06-20T08:47:42Z | 2022-06-21T16:42:46Z | 2022-06-21T16:42:45Z | MEMBER | 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://github.com/huggingface/datasets/issues/4526 | 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... | 2022-06-20T08:44:58Z | 2022-06-28T14:04:58Z | null | CONTRIBUTOR | 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://github.com/huggingface/datasets/issues/4525 | 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... | 2022-06-20T07:28:12Z | 2024-10-09T16:09:50Z | 2024-10-09T16:09:50Z | MEMBER | 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://github.com/huggingface/datasets/issues/4524 | 4,524 | Downloading via Apache Pipeline, client cancelled (org.apache.beam.vendor.grpc.v1p43p2.io.grpc.StatusRuntimeException) | {
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"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... | 2022-06-18T23:36:45Z | 2022-06-21T00:38:20Z | null | NONE | 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://github.com/huggingface/datasets/pull/4523 | 4,523 | Update download url and improve card of `cats_vs_dogs` dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._"
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https://github.com/huggingface/datasets/issues/4522 | 4,522 | Try to reduce the number of datasets that require manual download | {
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https://github.com/huggingface/datasets/issues/4521 | 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... | 2022-06-17T11:31:10Z | 2022-08-04T12:08:16Z | 2022-06-28T13:23:05Z | CONTRIBUTOR | 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://github.com/huggingface/datasets/issues/4520 | 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!"
] | 2022-06-17T10:47:17Z | 2022-06-28T14:47:17Z | 2022-06-28T14:04:29Z | CONTRIBUTOR | 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://github.com/huggingface/datasets/pull/4519 | 4,519 | Create new sections for audio and vision in guides | {
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"Ready for review!\r\n\r\nThe `toctree` is a bit longer now with the sections. I think if we keep the audio/vision/text/dataset repository sections collapsed by default, and keep the general usage expanded, it may look a little cleane... | 2022-06-16T21:38:24Z | 2022-07-07T15:36:37Z | 2022-07-07T15:24:58Z | MEMBER | false | {
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https://github.com/huggingface/datasets/pull/4518 | 4,518 | Patch tests for hfh v0.8.0 | {
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https://github.com/huggingface/datasets/pull/4517 | 4,517 | Add tags for task_ids:summarization-* and task_categories:summarization* | {
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"Associated community discussion is [here](https://huggingface.co/datasets/aeslc/discussions/1).\r\nPaper referenced in the `dataset_infos.json` is [here](https://arxiv.org/pdf/1906.03497.pdf). It mentions the _email-subject-generation_ task, which is not a tag mentioned in any other dataset so it was not added in... | 2022-06-16T18:52:25Z | 2022-07-08T15:14:23Z | 2022-07-08T15:02:31Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | yaml header at top of README.md file was edited to add task tags because I couldn't find the existing tags in the json
separate Pull Request will modify dataset_infos.json to add these tags
The Enron dataset (dataset id aeslc) is only tagged with:
arxiv:1906.03497'
languages:en
pretty_name:AESLC
... | {
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https://github.com/huggingface/datasets/pull/4516 | 4,516 | Fix hashing for python 3.9 | {
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"What do you think @albertvillanova ?"
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | In python 3.9, pickle hashes the `glob_ids` dictionary in addition to the `globs` of a function.
Therefore the test at `tests/test_fingerprint.py::RecurseDumpTest::test_recurse_dump_for_function_with_shuffled_globals` is currently failing for python 3.9
To make hashing deterministic when the globals are not in th... | {
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https://github.com/huggingface/datasets/pull/4515 | 4,515 | Add uppercased versions of image file extensions for automatic module inference | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-06-16T14:14:49Z | 2022-06-16T17:21:53Z | 2022-06-16T17:11:41Z | COLLABORATOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Adds the uppercased versions of the image file extensions to the supported extensions.
Another approach would be to call `.lower()` on extensions while resolving data files, but uppercased extensions are not something we want to encourage out of the box IMO unless they are commonly used (as they are in the vision d... | {
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https://github.com/huggingface/datasets/issues/4514 | 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 🙏 "
] | 2022-06-16T12:36:20Z | 2022-06-20T08:18:46Z | 2022-06-16T17:11:40Z | NONE | 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.
## Steps to reproduce the bu... | {
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https://github.com/huggingface/datasets/pull/4513 | 4,513 | Update Google Cloud Storage documentation and add Azure Blob Storage example | {
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"Hi @stevhliu, I've kept the `>>>` before all the in-line code comments as it was done like that in the default S3 example that was already there, I assume that it's done like that just for readiness, let me know whether we should rem... | 2022-06-16T11:46:09Z | 2022-06-23T17:05:11Z | 2022-06-23T16:54:59Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | While I was going through the 🤗 Datasets documentation of the Cloud storage filesystems at https://huggingface.co/docs/datasets/filesystems, I realized that the Google Cloud Storage documentation could be improved e.g. bullet point says "Load your dataset" when the actual call was to "Save your dataset", in-line code ... | {
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https://github.com/huggingface/datasets/pull/4512 | 4,512 | Add links to vision tasks scripts in ADD_NEW_DATASET template | {
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https://github.com/huggingface/datasets/pull/4511 | 4,511 | Support all negative values in ClassLabel | {
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"Thanks for this fix! I'm not sure what the release timeline is, but FYI #4508 is a breaking issue for transformer token classification using Trainer and PyTorch. PyTorch defaults to -100 as the ignored label for [negative log loss](h... | 2022-06-16T09:59:39Z | 2025-07-23T18:38:15Z | 2022-06-16T13:54:07Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | We usually use -1 to represent a missing label, but we should also support any negative values (some users use -100 for example). This is a regression from `datasets` 2.3
Fix https://github.com/huggingface/datasets/issues/4508 | {
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https://github.com/huggingface/datasets/pull/4510 | 4,510 | Add regression test for `ArrowWriter.write_batch` when batch is empty | {
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"As mentioned by @lhoestq, the current behavior is correct and we should not expect batches with different columns, in that case, the if should fail, as the values of the batch can be empty, but not the actual `batch_examples` value."... | 2022-06-16T08:53:51Z | 2022-06-16T12:38:02Z | 2022-06-16T12:28:19Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As spotted by @cccntu in #4502, there's a logic bug in `ArrowWriter.write_batch` as the if-statement to handle the empty batches as detailed in the docstrings of the function ("Ignores the batch if it appears to be empty, preventing a potential schema update of unknown types."), the current if-statement is not handling... | {
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https://github.com/huggingface/datasets/pull/4509 | 4,509 | Support skipping Parquet to Arrow conversion when using Beam | {
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https://github.com/huggingface/datasets/issues/4508 | 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... | 2022-06-15T20:47:22Z | 2022-06-16T13:54:07Z | 2022-06-16T13:54:07Z | NONE | 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://github.com/huggingface/datasets/issues/4507 | 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... | 2022-06-15T18:56:34Z | 2022-06-16T10:40:08Z | 2022-06-16T10:40:08Z | NONE | 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://github.com/huggingface/datasets/issues/4506 | 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... | 2022-06-15T17:11:31Z | 2023-02-16T03:14:32Z | 2022-06-28T13:23:05Z | NONE | 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://github.com/huggingface/datasets/pull/4505 | 4,505 | Fix double dots in data files | {
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"The CI fails are unrelated to this PR (apparently something related to `seqeval` on windows) - merging :)"
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As mentioned in https://github.com/huggingface/transformers/pull/17715 `data_files` can't find a file if the path contains double dots `/../`. This has been introduced in https://github.com/huggingface/datasets/pull/4412, by trying to ignore hidden files and directories (i.e. if they start with a dot)
I fixed this a... | {
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https://github.com/huggingface/datasets/issues/4504 | 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... | 2022-06-15T15:39:35Z | 2024-12-09T15:44:11Z | 2023-10-18T18:55:30Z | NONE | 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://github.com/huggingface/datasets/pull/4503 | 4,503 | Refactor and add metadata to fever dataset | {
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"But this is somehow fever v3 dataset (see this link https://fever.ai/ under the dropdown menu called Datasets). Our fever dataset already contains v1 and v2 configs. Then, I added this as if v3 config (but named feverous instead of v... | 2022-06-15T14:59:47Z | 2022-07-06T11:54:15Z | 2022-07-06T11:41:30Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Related to: #4452 and #3792. | {
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https://github.com/huggingface/datasets/issues/4502 | 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 ... | 2022-06-15T14:50:00Z | 2022-06-18T15:15:51Z | 2022-06-18T15:15:51Z | CONTRIBUTOR | 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://github.com/huggingface/datasets/pull/4501 | 4,501 | Corrected broken links in doc | {
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https://github.com/huggingface/datasets/pull/4500 | 4,500 | Add `concatenate_datasets` for iterable datasets | {
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"Thanks ! I addressed your comments :)\r\n\r\n> There is a slight difference in concatenate_datasets between the version for map-style datasets and the one for iterable datasets\r\n\r\nIndeed, here is what I did to fix this:\r\n\r\n- ... | 2022-06-15T13:58:50Z | 2022-06-28T21:25:39Z | 2022-06-28T21:15:04Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | `concatenate_datasets` currently only supports lists of `datasets.Dataset`, not lists of `datasets.IterableDataset` like `interleave_datasets`
Fix https://github.com/huggingface/datasets/issues/2564
I also moved `_interleave_map_style_datasets` from combine.py to arrow_dataset.py, since the logic depends a lot on... | {
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https://github.com/huggingface/datasets/pull/4499 | 4,499 | fix ETT m1/m2 test/val dataset | {
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"Thansk for the fix ! Can you regenerate the datasets_infos.json please ? This way it will update the expected number of examples in the test and val splits",
"ah yes!"
] | 2022-06-15T11:51:02Z | 2022-06-15T14:55:56Z | 2022-06-15T14:45:13Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/issues/4498 | 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"
] | 2022-06-15T11:35:12Z | 2022-06-15T16:38:05Z | 2022-06-15T16:38:05Z | NONE | 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://github.com/huggingface/datasets/pull/4497 | 4,497 | Re-add download_manager module in utils | {
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"Thanks for the fix.\r\n\r\nI'm wondering how this fixes backward compatibility...\r\n\r\nExecuting this code:\r\n```python\r\nfrom datasets.utils.download_manager import DownloadMode\r\n```\r\nwe will have\r\n```python\r\nDownloadMod... | 2022-06-15T09:44:33Z | 2022-06-15T10:33:28Z | 2022-06-15T10:23:44Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | https://github.com/huggingface/datasets/pull/4384 moved `datasets.utils.download_manager` to `datasets.download.download_manager`
This breaks `evaluate` which imports `DownloadMode` from `datasets.utils.download_manager`
This PR re-adds `datasets.utils.download_manager` without circular imports.
We could also... | {
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https://github.com/huggingface/datasets/pull/4496 | 4,496 | Replace `assertEqual` with `assertTupleEqual` in unit tests for verbosity | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"FYI I used the following regex to look for the `assertEqual` statements where the assertion was being done over a Tuple: `self.assertEqual(.*, \\(.*,)(\\)\\))$`, hope this is useful!"
] | 2022-06-15T09:29:16Z | 2022-07-07T17:06:51Z | 2022-07-07T16:55:48Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As detailed in #4419 and as suggested by @mariosasko, we could replace the `assertEqual` assertions with `assertTupleEqual` when the assertion is between Tuples, in order to make the tests more verbose. | {
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https://github.com/huggingface/datasets/pull/4495 | 4,495 | Fix patching module that doesn't exist | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true
When trying to patch `scipy.io.loadmat`:
```python
ModuleNotFoundError: No module named 'scipy'
```
Instead it shouldn't raise an error and do nothing
Bug introduced by #4375
Fix https://github.com/hugging... | {
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https://github.com/huggingface/datasets/issues/4494 | 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://github.com/huggingface/datasets/pull/4493 | 4,493 | Add `@transmit_format` in `flatten` | {
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"@mariosasko please let me know whether we need to include some sort of tests to make sure that the decorator is working as expected. Thanks! 🤗 ",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4493). All of your documentation changes will be reflected on that endpoint.",
... | 2022-06-14T20:09:09Z | 2022-09-27T11:37:25Z | 2022-09-27T10:48:54Z | MEMBER | false | {
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} | As suggested by @mariosasko in https://github.com/huggingface/datasets/pull/4411, we should include the `@transmit_format` decorator to `flatten`, `rename_column`, and `rename_columns` so as to ensure that the value of `_format_columns` in an `ArrowDataset` is properly updated.
**Edit**: according to @mariosasko com... | {
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https://github.com/huggingface/datasets/pull/4492 | 4,492 | Pin the revision in imagenet download links | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Use the commit sha in the data files URLs of the imagenet-1k download script, in case we want to restructure the data files in the future. For example we may split it into many more shards for better paralellism.
cc @mariosasko | {
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https://github.com/huggingface/datasets/issues/4491 | 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."
] | 2022-06-14T13:23:10Z | 2022-06-14T14:37:21Z | 2022-06-14T14:34:33Z | NONE | 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://github.com/huggingface/datasets/issues/4490 | 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."
] | 2022-06-14T12:19:40Z | 2023-07-07T13:02:58Z | null | COLLABORATOR | 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://github.com/huggingface/datasets/pull/4489 | 4,489 | Add SV-Ident dataset | {
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"Hi @e-tornike, thanks a lot for adding this interesting dataset.\r\n\r\nRecently at Hugging Face, we have decided to give priority to adding datasets directly on the Hub. Would you mind to transfer your loading script to the Hub? You could create a dedicated org namespace, so that your dataset would be accessible ... | 2022-06-14T12:09:00Z | 2022-06-20T08:48:26Z | 2022-06-20T08:37:27Z | NONE | false | {
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https://github.com/huggingface/datasets/pull/4488 | 4,488 | Update PASS dataset version | {
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PS: The older versions are not exposed as configs in the script because v1 was removed from Zenodo, and the same thing will probably happen to v2. | {
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https://github.com/huggingface/datasets/pull/4487 | 4,487 | Support streaming UDHR dataset | {
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- Adds support for streaming UDHR dataset
- Adds the BCP 47 language code as feature | {
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https://github.com/huggingface/datasets/pull/4486 | 4,486 | Add CCAgT dataset | {
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"Hi! Excellent job @johnnv1! There were typos/missing words in the card, so I took the liberty to rewrite some parts to make them easier to understand. Let me know if you are ok with the changes. Also, feel free to add some info under... | 2022-06-13T14:20:19Z | 2022-07-04T14:37:03Z | 2022-07-04T14:25:45Z | NONE | false | {
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I could not generate the dummy data. Also, on the data repository isn't provided the split IDs, but I copy the functions that provide the correct data split. In summary, to have a better distribution, the data in this dataset should be separated based on the amount of NORs in each image. | {
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https://github.com/huggingface/datasets/pull/4485 | 4,485 | Fix cast to null | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | It currently fails with `ArrowNotImplementedError` instead of `TypeError` when one tries to cast integer to null type.
Because if this, type inference breaks when one replaces null values with integers in `map` (it first tries to cast to the previous type before inferring the new type).
Fix https://github.com/hug... | {
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https://github.com/huggingface/datasets/pull/4484 | 4,484 | Better ImportError message when a dataset script dependency is missing | {
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"Discussed offline with @mariosasko, merging :)",
"Fwiw, i think this same issue is occurring on the datasets website page, where preview isn't available due to the `bigbench` import error",
"For the preview of BigBench datasets, ... | 2022-06-13T12:44:37Z | 2022-07-08T14:30:44Z | 2022-06-13T13:50:47Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | When a depenency is missing for a dataset script, an ImportError message is shown, with a tip to install the missing dependencies. This message is not ideal at the moment: it may show duplicate dependencies, and is not very readable.
I improved it from
```
ImportError: To be able to use bigbench, you need to insta... | {
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https://github.com/huggingface/datasets/issues/4483 | 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... | 2022-06-13T10:47:52Z | 2022-06-14T13:34:14Z | 2022-06-14T13:34:14Z | CONTRIBUTOR | 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://github.com/huggingface/datasets/pull/4482 | 4,482 | Test that TensorFlow is not imported on startup | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Should we close this PR?",
"I'm closing this PR. Feel free to reopen it if necessary."
] | 2022-06-13T10:33:49Z | 2023-10-12T06:31:39Z | 2023-10-11T09:11:56Z | MEMBER | true | {
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I just added a test to make sure that in the future it's never imported by default when
```python
import datasets
```
is called.
Right now this fails because `huggingface_hub` does import tensorflow (though this is fixed now on their `main` bra... | {
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https://github.com/huggingface/datasets/pull/4481 | 4,481 | Fix iwslt2017 | {
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"CI fails are just abut missing tags in the dataset card, merging !",
"FYI, \r\n\r\nThe checksums have not been edited from the changes of .tgz to .zip files, and as a result a `ExpectedMoreDownloadedFiles` error occurs. Updating th... | 2022-06-13T09:51:21Z | 2022-10-26T09:09:31Z | 2022-06-13T10:40:18Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The files were moved to google drive, I hosted them on the Hub instead (ok according to the license)
I also updated the `datasets_infos.json` | {
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https://github.com/huggingface/datasets/issues/4480 | 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... | 2022-06-13T05:24:06Z | 2022-06-14T19:45:24Z | 2022-06-14T19:45:23Z | CONTRIBUTOR | 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://github.com/huggingface/datasets/pull/4479 | 4,479 | Include entity positions as feature in ReCoRD | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks for the reply @lhoestq !\r\n\r\nI have sucessed on `datasets-cli test ./datasets/super_glue --name record --save_infos`,\r\nBut as you can see, the check ran into `FAILED tests/test_dataset_cards.py::test_changed_dataset_card[... | 2022-06-12T11:56:28Z | 2022-08-19T23:23:02Z | 2022-08-19T13:23:48Z | CONTRIBUTOR | false | {
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TLDR: We need to record entity positions, which are included in the source data but excluded by the loading script, to enable efficient and effective training for ReCoRD.
Currently, the loading script ignores the entity positions ("entity_start",... | {
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https://github.com/huggingface/datasets/issues/4478 | 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... | 2022-06-11T19:40:19Z | 2022-06-14T12:04:31Z | null | NONE | 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://github.com/huggingface/datasets/issues/4477 | 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... | 2022-06-11T15:49:17Z | 2022-07-18T13:07:33Z | 2022-07-18T13:07:33Z | NONE | null | null | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | {
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https://github.com/huggingface/datasets/issues/4476 | 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... | 2022-06-10T20:25:31Z | 2022-06-15T17:41:41Z | 2022-06-15T17:41:41Z | CONTRIBUTOR | 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://github.com/huggingface/datasets/pull/4475 | 4,475 | Improve error message for missing pacakges from inside dataset script | {
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"I opened a PR before I noticed yours ^^' You can find it here: https://github.com/huggingface/datasets/pull/4484\r\n\r\nThe only comment I have regarding your message is that it possibly shows several `pip install` commands, whereas ... | 2022-06-10T16:59:36Z | 2022-10-06T13:46:26Z | 2022-06-13T13:16:43Z | COLLABORATOR | false | {
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} | Improve the error message for missing packages from inside a dataset script:
With this change, the error message for missing packages for `bigbench` looks as follows:
```
ImportError: To be able to use bigbench, you need to install the following dependencies:
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https://github.com/huggingface/datasets/pull/4474 | 4,474 | [Docs] How to use with PyTorch page | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-06-10T16:25:49Z | 2022-06-14T14:40:32Z | 2022-06-14T14:04:33Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently the docs about PyTorch are scattered around different pages, and we were missing a place to explain more in depth how to use and optimize a dataset for PyTorch. This PR is related to #4457 which is the TF counterpart :)
cc @Rocketknight1 we can try to align both documentations contents now I think
cc @s... | {
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https://github.com/huggingface/datasets/pull/4473 | 4,473 | Add SST-2 dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"on the hub this dataset is referenced as `sst-2` not `sst2` – is there a canonical orthography? If not, could we name it `sst-2`?",
"@julien-c, we normally do not use hyphens for dataset names: whenever the original dataset name co... | 2022-06-10T13:37:26Z | 2022-06-13T14:11:34Z | 2022-06-13T14:01:09Z | MEMBER | false | {
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Currently it is part of GLUE benchmark.
This PR adds it as a standalone dataset.
CC: @julien-c | {
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https://github.com/huggingface/datasets/pull/4472 | 4,472 | Fix 401 error for unauthticated requests to non-existing repos | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The hub now returns 401 instead of 404 for unauthenticated requests to non-existing repos.
This PR add support for the 401 error and fixes the CI fails on `master` | {
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https://github.com/huggingface/datasets/issues/4471 | 4,471 | CI error with repo lhoestq/_dummy | {
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"fixed by https://github.com/huggingface/datasets/pull/4472"
] | 2022-06-10T12:26:06Z | 2022-06-10T13:24:53Z | 2022-06-10T13:24:53Z | MEMBER | 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://github.com/huggingface/datasets/pull/4470 | 4,470 | Reorder returned validation/test splits in script template | {
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https://github.com/huggingface/datasets/pull/4469 | 4,469 | Replace data URLs in wider_face dataset once hosted on the Hub | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR replaces the URLs of data files in Google Drive with our Hub ones, once the data owners have approved to host their data on the Hub.
They also informed us that their dataset is licensed under CC BY-NC-ND. | {
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https://github.com/huggingface/datasets/pull/4468 | 4,468 | Generalize tutorials for audio and vision | {
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https://github.com/huggingface/datasets/issues/4467 | 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... | 2022-06-09T14:26:00Z | 2023-07-04T02:18:39Z | 2022-06-09T16:29:02Z | NONE | 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://github.com/huggingface/datasets/pull/4466 | 4,466 | Optimize contiguous shard and select | {
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"I thought of just mentioning the benefits I got. Here's the code that @lhoestq provided:\r\n\r\n```py\r\nimport os\r\nfrom datasets import load_dataset\r\nfrom tqdm.auto import tqdm\r\n\r\nds = load_dataset(\"squad\", split=\"train\"... | 2022-06-09T13:45:39Z | 2022-06-14T16:04:30Z | 2022-06-14T15:54:45Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently `.shard()` and `.select()` always create an indices mapping. However if the requested data are contiguous, it's much more optimized to simply slice the Arrow table instead of building an indices mapping. In particular:
- the shard/select operation will be much faster
- reading speed will be much faster in t... | {
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https://github.com/huggingface/datasets/pull/4465 | 4,465 | Fix bigbench config names | {
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https://github.com/huggingface/datasets/pull/4464 | 4,464 | Extend support for streaming datasets that use xml.dom.minidom.parse | {
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This PR adds support for streaming datasets like "Yaxin/SemEval2015".
Fix #4453. | {
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https://github.com/huggingface/datasets/pull/4463 | 4,463 | Use config_id to check split sizes instead of config name | {
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"closing in favor of https://github.com/huggingface/datasets/pull/4465"
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https://github.com/huggingface/datasets/issues/4462 | 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... | 2022-06-08T17:31:24Z | 2022-07-05T07:39:55Z | null | MEMBER | 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://github.com/huggingface/datasets/issues/4461 | 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 👍 "
] | 2022-06-08T13:59:20Z | 2024-03-25T12:58:29Z | 2022-06-08T14:41:00Z | NONE | 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://github.com/huggingface/datasets/pull/4460 | 4,460 | Drop Python 3.6 support | {
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"I've disabled the `test_dummy_dataset_serialize_s3` tests in the Linux CI to avoid the failures (these tests only fail on Windows in 3.6). These failures are unrelated to this PR's changes, and I would like to address this in a new P... | 2022-06-08T12:10:18Z | 2022-07-26T19:16:39Z | 2022-07-26T19:04:21Z | COLLABORATOR | false | {
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https://github.com/huggingface/datasets/pull/4459 | 4,459 | Add and fix language tags for udhr dataset | {
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https://github.com/huggingface/datasets/pull/4457 | 4,457 | First draft of the docs for TF + Datasets | {
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"Some links are still missing I think :)",
"This is probably quite close to being ready, so cc some TF people @gante @amyeroberts @merveenoyan just so they see it! No need for a full review, but if you have any comments or suggestio... | 2022-06-07T16:06:48Z | 2022-06-14T16:08:41Z | 2022-06-14T15:59:08Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I might cc a few of the other TF people to take a look when this is closer to being finished, but it's still a draft for now. | {
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https://github.com/huggingface/datasets/issues/4456 | 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... | 2022-06-07T12:48:22Z | 2023-03-06T08:53:55Z | null | MEMBER | 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://github.com/huggingface/datasets/pull/4455 | 4,455 | Update data URLs in fever dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As stated in their website, data owners updated their URLs on 28/04/2022.
This PR updates the data URLs.
Fix #4452. | {
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https://github.com/huggingface/datasets/issues/4454 | 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"
] | 2022-06-07T03:31:46Z | 2022-06-07T11:53:11Z | 2022-06-07T11:53:11Z | NONE | null | null | ### Link
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### Description
the link could not visit
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https://github.com/huggingface/datasets/issues/4453 | 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```",
... | 2022-06-07T03:30:08Z | 2022-06-09T08:34:16Z | 2022-06-09T08:34:16Z | NONE | null | null | ### Link
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https://github.com/huggingface/datasets/issues/4452 | 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."
] | 2022-06-06T23:13:15Z | 2022-12-15T13:36:40Z | 2022-06-08T07:16:16Z | NONE | 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://github.com/huggingface/datasets/pull/4451 | 4,451 | Use newer version of multi-news with fixes | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Awesome thanks @mariosasko!"
] | 2022-06-06T16:57:08Z | 2022-06-07T17:40:01Z | 2022-06-07T17:14:44Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/4450 | 4,450 | Update README.md of fquad | {
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https://github.com/huggingface/datasets/issues/4449 | 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://github.com/huggingface/datasets/issues/4448 | 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... | 2022-06-05T05:32:56Z | 2023-12-12T07:52:40Z | null | NONE | 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://github.com/huggingface/datasets/pull/4447 | 4,447 | Minor fixes/improvements in `scene_parse_150` card | {
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https://github.com/huggingface/datasets/pull/4446 | 4,446 | Add missing kwargs to docstrings | {
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https://github.com/huggingface/datasets/pull/4445 | 4,445 | Fix missing args in docstring of load_dataset_builder | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently, the docstring of `load_dataset_builder` only contains the first parameter `path` (no other):
- https://huggingface.co/docs/datasets/v2.2.1/en/package_reference/loading_methods#datasets.load_dataset_builder.path | {
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https://github.com/huggingface/datasets/pull/4444 | 4,444 | Fix kwargs in docstrings | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | To fix the rendering of `**kwargs` in docstrings, a parentheses must be added afterwards.
See:
- huggingface/doc-builder/issues/235 | {
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https://github.com/huggingface/datasets/issues/4443 | 4,443 | Dataset Viewer issue for openclimatefix/nimrod-uk-1km | {
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"I'm having a look.",
"Indeed there are several issues in this dataset loading scri... | 2022-06-03T08:17:16Z | 2023-09-25T12:15:08Z | null | NONE | null | null | ### Link
_No response_
### Description
_No response_
### Owner
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https://github.com/huggingface/datasets/issues/4442 | 4,442 | Dataset Viewer issue for amazon_polarity | {
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"Thanks, looking at it",
"Not sure what happened 😬, but it's fixed"
] | 2022-06-02T19:18:38Z | 2022-06-07T18:50:37Z | 2022-06-07T18:50:37Z | MEMBER | 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
Message: [Errno 2] No such file or directory: '/cach... | {
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