title stringlengths 1 290 | body stringlengths 0 228k ⌀ | html_url stringlengths 46 51 | comments list | pull_request dict | number int64 1 5.59k | is_pull_request bool 2
classes |
|---|---|---|---|---|---|---|
Fix/start token mask issue and update documentation | This pr fixes a couple bugs:
1) the perplexity was calculated with a 0 in the attention mask for the start token, which was causing high perplexity scores that were not correct
2) the documentation was not updated | https://github.com/huggingface/datasets/pull/4258 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"> Good catch ! Thanks :)\r\n> \r\n> Next time can you describe your fix in the Pull Request description please ?\r\n\r\nThanks. Also whoops, sorry about not being very descriptive. I updated the pull request description, and will kee... | {
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Create metric card for Mahalanobis Distance | proposing a metric card to better explain how Mahalanobis distance works (last one for now :sweat_smile: | https://github.com/huggingface/datasets/pull/4257 | [
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Create metric card for MSE | Proposing a metric card for Mean Squared Error | https://github.com/huggingface/datasets/pull/4256 | [
"_The documentation is not available anymore as the PR was closed or merged._"
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No google drive URL for pubmed_qa | I hosted the data files in https://huggingface.co/datasets/pubmed_qa. This is allowed because the data is under the MIT license.
cc @stas00 | https://github.com/huggingface/datasets/pull/4255 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"CI is failing because some sections are missing in the dataset card, but this is unrelated to this PR - Merging !"
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Replace data URL in SAMSum dataset and support streaming | This PR replaces data URL in SAMSum dataset:
- original host (arxiv.org) does not allow HTTP Range requests
- we have hosted the data on the Hub (license: CC BY-NC-ND 4.0)
Moreover, it implements support for streaming.
Fix #4146.
Related to: #4236.
CC: @severo | https://github.com/huggingface/datasets/pull/4254 | [
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Create metric cards for mean IOU | Proposing a metric card for mIoU :rocket:
sorry for spamming you with review requests, @albertvillanova ! :hugs: | https://github.com/huggingface/datasets/pull/4253 | [
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Creating metric card for MAE | Initial proposal for MAE metric card | https://github.com/huggingface/datasets/pull/4252 | [
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Metric card for the XTREME-S dataset | Proposing a metric card for the XTREME-S dataset :hugs: | https://github.com/huggingface/datasets/pull/4251 | [
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Bump PyArrow Version to 6 | Fixes #4152
This PR updates the PyArrow version to 6 in setup.py, CI job files .circleci/config.yaml and .github/workflows/benchmarks.yaml files.
This will fix ArrayND error which exists in pyarrow 5. | https://github.com/huggingface/datasets/pull/4250 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Updated meta.yaml as well. Thanks.",
"I'm OK with bumping PyArrow to version 6 to match the version in Colab, but maybe a better solution would be to stop using extension types in our codebase to avoid similar issues.",
"> but ma... | {
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Support streaming XGLUE dataset | Support streaming XGLUE dataset.
Fix #4247.
CC: @severo | https://github.com/huggingface/datasets/pull/4249 | [
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"merged_at": "2022-04-28T16:08... | 4,249 | true |
conll2003 dataset loads original data. | ## 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... | https://github.com/huggingface/datasets/issues/4248 | [
"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... | null | 4,248 | false |
The data preview of XGLUE | It seems that something wrong with the data previvew of XGLUE | https://github.com/huggingface/datasets/issues/4247 | [
"\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 (... | null | 4,247 | false |
Support to load dataset with TSV files by passing only dataset name | This PR implements support to load a dataset (w/o script) containing TSV files by passing only the dataset name (no need to pass `sep='\t'`):
```python
ds = load_dataset("dataset/name")
```
The refactoring allows for future builder kwargs customizations based on file extension.
Related to #4238. | https://github.com/huggingface/datasets/pull/4246 | [
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Add code examples for DatasetDict | This PR adds code examples for `DatasetDict` in the API reference :) | https://github.com/huggingface/datasets/pull/4245 | [
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task id update | changed multi input text classification as task id instead of category | https://github.com/huggingface/datasets/pull/4244 | [
"Reverted the multi-input-text-classification tag from task_categories and added it as task_ids @lhoestq ",
"_The documentation is not available anymore as the PR was closed or merged._"
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WIP: Initial shades loading script and readme | null | https://github.com/huggingface/datasets/pull/4243 | [
"Thanks for your contribution, @shayne-longpre.\r\n\r\nAre you still interested in adding this dataset? As we are transferring the dataset scripts from this GitHub repo, we would recommend you to add this to the Hugging Face Hub: https://huggingface.co/datasets"
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Update auth when mirroring datasets on the hub | We don't need to use extraHeaders anymore for rate limits anymore. Anyway extraHeaders was not working with git LFS because it was passing the wrong auth to S3. | https://github.com/huggingface/datasets/pull/4242 | [
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"merged_at": "2022-04-27T17:30... | 4,242 | true |
NonMatchingChecksumError when attempting to download GLUE | ## 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 ... | https://github.com/huggingface/datasets/issues/4241 | [
"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... | null | 4,241 | false |
Fix yield for crd3 | Modified the `_generate_examples` function to consider all the turns for a chunk id as a single example
Modified the features accordingly
```
"turns": [
{
"names": datasets.features.Sequence(datasets.Value("string")),
"utterances": ... | https://github.com/huggingface/datasets/pull/4240 | [
"I don't think you need to generate new dummy data, since they're in the same format as the original data.\r\n\r\nThe CI is failing because of this error:\r\n```python\r\n> turn[\"names\"] = turn[\"NAMES\"]\r\nE TypeError: tuple indices must be integers or slices, not str... | {
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Small fixes in ROC AUC docs | The list of use cases did not render on GitHub with the prepended spacing.
Additionally, some typo's we're fixed. | https://github.com/huggingface/datasets/pull/4239 | [
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Dataset caching policy | ## Describe the bug
I cannot clean cache of my datasets files, despite I have updated the `csv` files on the repository [here](https://huggingface.co/datasets/loretoparisi/tatoeba-sentences). The original file had a line with bad characters, causing the following error
```
[/usr/local/lib/python3.7/dist-packages/d... | https://github.com/huggingface/datasets/issues/4238 | [
"Hi @loretoparisi, thanks for reporting.\r\n\r\nThere is an option to force the redownload of the data files (and thus not using previously download and cached data files): `load_dataset(..., download_mode=\"force_redownload\")`.\r\n\r\nPlease, let me know if this fixes your problem.\r\n\r\nI can confirm you that y... | null | 4,238 | false |
Common Voice 8 doesn't show datasets viewer | https://huggingface.co/datasets/mozilla-foundation/common_voice_8_0 | https://github.com/huggingface/datasets/issues/4237 | [
"Thanks for reporting. I understand it's an error in the dataset script. To reproduce:\r\n\r\n```python\r\n>>> import datasets as ds\r\n>>> split_names = ds.get_dataset_split_names(\"mozilla-foundation/common_voice_8_0\", use_auth_token=\"**********\")\r\nDownloading builder script: 100%|███████████████████████████... | null | 4,237 | false |
Replace data URL in big_patent dataset and support streaming | This PR replaces the Google Drive URL with our Hub one, once the data owners have approved to host their data on the Hub.
Moreover, this PR makes the dataset streamable.
Fix #4217. | https://github.com/huggingface/datasets/pull/4236 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"I first uploaded the data files to the Hub: I think it is a good option because we have git lfs to track versions and changes. Moreover people will be able to make PRs to propose updates on the data files.\r\n- I would have preferred... | {
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How to load VERY LARGE dataset? | ### System Info
```shell
I am using transformer trainer while meeting the issue.
The trainer requests torch.utils.data.Dataset as input, which loads the whole dataset into the memory at once. Therefore, when the dataset is too large to load, there's nothing I can do except using IterDataset, which loads samples of da... | https://github.com/huggingface/datasets/issues/4235 | [
"The `Trainer` support `IterableDataset`, not just datasets."
] | null | 4,235 | false |
Autoeval config | Added autoeval config to imdb as pilot | https://github.com/huggingface/datasets/pull/4234 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Related to: https://github.com/huggingface/autonlp-backend/issues/414 and https://github.com/huggingface/autonlp-backend/issues/424",
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Autoeval | null | https://github.com/huggingface/datasets/pull/4233 | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4233). All of your documentation changes will be reflected on that endpoint."
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adding new tag to tasks.json and modified for existing datasets | null | https://github.com/huggingface/datasets/pull/4232 | [
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Fix invalid url to CC-Aligned dataset | The CC-Aligned dataset url has changed to https://data.statmt.org/cc-aligned/, the old address http://www.statmt.org/cc-aligned/ is no longer valid | https://github.com/huggingface/datasets/pull/4231 | [
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Why the `conll2003` dataset on huggingface only contains the `en` subset? Where is the German data? | 
But on huggingface datasets:
Where is the German data? | https://github.com/huggingface/datasets/issues/4230 | [
"Thanks for reporting @beyondguo.\r\n\r\nIndeed, we generate this dataset from this raw data file URL: https://data.deepai.org/conll2003.zip\r\nAnd that URL only contains the English version.",
"The German data requires payment\r\n\r\nThe [original task page](https://www.clips.uantwerpen.be/conll2003/ner/) states... | null | 4,230 | false |
new task tag | multi-input-text-classification tag for classification datasets that take more than one input | https://github.com/huggingface/datasets/pull/4229 | [] | {
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new task tag | multi-input-text-classification tag for classification datasets that take more than one input | https://github.com/huggingface/datasets/pull/4228 | [] | {
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Add f1 metric card, update docstring in py file | null | https://github.com/huggingface/datasets/pull/4227 | [
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Add pearsonr mc, update functionality to match the original docs | - adds pearsonr metric card
- adds ability to return p-value
- p-value was mentioned in the original docs as a return value, but there was no option to return it. I updated the _compute function slightly to have an option to return the p-value. | https://github.com/huggingface/datasets/pull/4226 | [
"_The documentation is not available anymore as the PR was closed or merged._",
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autoeval config | add train eval index for autoeval | https://github.com/huggingface/datasets/pull/4225 | [] | {
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autoeval config | add train eval index for autoeval | https://github.com/huggingface/datasets/pull/4224 | [] | {
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Add Accuracy Metric Card | - adds accuracy metric card
- updates docstring in accuracy.py
- adds .json file with metric card and docstring information | https://github.com/huggingface/datasets/pull/4223 | [
"_The documentation is not available anymore as the PR was closed or merged._"
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Fix description links in dataset cards | I noticed many links were not properly displayed (only text, no link) on the Hub because of wrong syntax, e.g.: https://huggingface.co/datasets/big_patent
This PR fixes all description links in dataset cards. | https://github.com/huggingface/datasets/pull/4222 | [
"_The documentation is not available anymore as the PR was closed or merged._",
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Dictionary Feature | Hi, I'm trying to create the loading script for a dataset in which one feature is a list of dictionaries, which afaik doesn't fit very well the values and structures supported by Value and Sequence. Is there any suggested workaround, am I missing something?
Thank you in advance. | https://github.com/huggingface/datasets/issues/4221 | [
"Hi @jordiae,\r\n\r\nInstead of the `Sequence` feature, you can use just a regular list: put the dict between `[` and `]`:\r\n```python\r\n\"list_of_dict_feature\": [\r\n {\r\n \"key1_in_dict\": datasets.Value(\"string\"),\r\n \"key2_in_dict\": datasets.Value(\"int32\"),\r\n ...\r\n }\r\n... | null | 4,221 | false |
Altered faiss installation comment | null | https://github.com/huggingface/datasets/pull/4220 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Hi ! Can you explain why this change is needed ?",
"Facebook recommends installing FAISS using conda (https://github.com/facebookresearch/faiss/blob/main/INSTALL.md). pip does not seem to have the latest version of FAISS. The lates... | {
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Add F1 Metric Card | null | https://github.com/huggingface/datasets/pull/4219 | [
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Make code for image downloading from image urls cacheable | Fix #4199 | https://github.com/huggingface/datasets/pull/4218 | [
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Big_Patent dataset broken | ## Dataset viewer issue for '*big_patent*'
**Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/big_patent/viewer/all/train)*
*Unable to view because it says FileNotFound, also cannot download it through the python API*
Am I the one who added this dataset ? No
| https://github.com/huggingface/datasets/issues/4217 | [
"Thanks for reporting. The issue seems not to be directly related to the dataset viewer or the `datasets` library, but instead to it being hosted on Google Drive.\r\n\r\nSee related issues: https://github.com/huggingface/datasets/issues?q=is%3Aissue+is%3Aopen+drive.google.com\r\n\r\nTo quote [@lhoestq](https://gith... | null | 4,217 | false |
Avoid recursion error in map if example is returned as dict value | I noticed this bug while answering [this question](https://discuss.huggingface.co/t/correct-way-to-create-a-dataset-from-a-csv-file/15686/11?u=mariosasko).
This code replicates the bug:
```python
from datasets import Dataset
dset = Dataset.from_dict({"en": ["aa", "bb"], "fr": ["cc", "dd"]})
dset.map(lambda ex: ... | https://github.com/huggingface/datasets/pull/4216 | [
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Add `drop_last_batch` to `IterableDataset.map` | Addresses this comment: https://github.com/huggingface/datasets/pull/3801#pullrequestreview-901736921 | https://github.com/huggingface/datasets/pull/4215 | [
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Skip checksum computation in Imagefolder by default | Avoids having to set `ignore_verifications=True` in `load_dataset("imagefolder", ...)` to skip checksum verification and speed up loading.
The user can still pass `DownloadConfig(record_checksums=True)` to not skip this part. | https://github.com/huggingface/datasets/pull/4214 | [
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ETT time series dataset | Ready for review. | https://github.com/huggingface/datasets/pull/4213 | [
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[Common Voice] Make sure bytes are correctly deleted if `path` exists | `path` should be set to local path inside audio feature if exist so that bytes can correctly be deleted. | https://github.com/huggingface/datasets/pull/4212 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"cool that you noticed that we store unnecessary bytes again :D "
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DatasetDict containing Datasets with different features when pushed to hub gets remapped features | Hi there,
I am trying to load a dataset to the Hub. This dataset is a `DatasetDict` composed of various splits. Some splits have a different `Feature` mapping. Locally, the DatasetDict preserves the individual features but if I `push_to_hub` and then `load_dataset`, the features are all the same.
Dataset and code... | https://github.com/huggingface/datasets/issues/4211 | [
"Hi @pietrolesci, thanks for reporting.\r\n\r\nPlease note that this is a design purpose: a `DatasetDict` has the same features for all its datasets. Normally, a `DatasetDict` is composed of several sub-datasets each corresponding to a different **split**.\r\n\r\nTo handle sub-datasets with different features, we u... | null | 4,211 | false |
TypeError: Cannot cast array data from dtype('O') to dtype('int64') according to the rule 'safe' | ### System Info
```shell
- `transformers` version: 4.18.0
- Platform: Linux-5.4.144+-x86_64-with-Ubuntu-18.04-bionic
- Python version: 3.7.13
- Huggingface_hub version: 0.5.1
- PyTorch version (GPU?): 1.10.0+cu111 (True)
- Tensorflow version (GPU?): 2.8.0 (True)
- Flax version (CPU?/GPU?/TPU?): not installed ... | https://github.com/huggingface/datasets/issues/4210 | [
"Hi! Casting class labels from strings is currently not supported in the CSV loader, but you can get the same result with an additional map as follows:\r\n```python\r\nfrom datasets import load_dataset,Features,Value,ClassLabel\r\nclass_names = [\"cmn\",\"deu\",\"rus\",\"fra\",\"eng\",\"jpn\",\"spa\",\"ita\",\"kor\... | null | 4,210 | false |
Add CMU MoCap Dataset | Resolves #3457
Dataset Request : Add CMU Graphics Lab Motion Capture dataset [#3457](https://github.com/huggingface/datasets/issues/3457)
This PR adds the CMU MoCap Dataset.
The authors didn't respond even after multiple follow ups, so I ended up crawling the website to get categories, subcategories and descrip... | https://github.com/huggingface/datasets/pull/4208 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"- Updated the readme.\r\n- Added dummy_data.zip and ran the all the tests.\r\n\r\nThe dataset works for \"asf/amc\" and \"avi\" formats which have a single download link for the complete dataset. But \"c3d\" and \"mpg\" have multiple... | {
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[Minor edit] Fix typo in class name | Typo: `datasets.DatsetDict` -> `datasets.DatasetDict` | https://github.com/huggingface/datasets/pull/4207 | [] | {
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Add Nerval Metric | This PR adds readme.md and ner_val.py to metrics.
Nerval is a python package that helps evaluate NER models. It creates classification report and confusion matrix at entity level. | https://github.com/huggingface/datasets/pull/4206 | [] | {
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Fix `convert_file_size_to_int` for kilobits and megabits | Minor change to fully align this function with the recent change in Transformers (https://github.com/huggingface/transformers/pull/16891) | https://github.com/huggingface/datasets/pull/4205 | [
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Add Recall Metric Card | What this PR mainly does:
- add metric card for recall metric
- update docs in recall python file
Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatted met... | https://github.com/huggingface/datasets/pull/4204 | [
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Add Precision Metric Card | What this PR mainly does:
- add metric card for precision metric
- update docs in precision python file
Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatt... | https://github.com/huggingface/datasets/pull/4203 | [
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Fix some type annotation in doc | null | https://github.com/huggingface/datasets/pull/4202 | [
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Update GH template for dataset viewer issues | Update template to use new issue forms instead.
With this PR we can check if this new feature is useful for us.
Once validated, we can update the other templates.
CC: @severo | https://github.com/huggingface/datasets/pull/4201 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"You can see rendering at: https://github.com/huggingface/datasets/blob/6b48fedbdafe12a42c7b6edcecc32820af1a4822/.github/ISSUE_TEMPLATE/dataset-viewer.yml"
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Add to docs how to load from local script | This option was missing from the docs guide (it was only explained in the docstring of `load_dataset`). Although this is an infrequent use case, there might be some users interested in it.
Related to #4192
CC: @stevhliu | https://github.com/huggingface/datasets/pull/4200 | [
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Cache miss during reload for datasets using image fetch utilities through map | ## Describe the bug
It looks like that result of `.map` operation dataset are missing the cache when you reload the script and always run from scratch. In same interpretor session, they are able to find the cache and reload it. But, when you exit the interpretor and reload it, the downloading starts from scratch.
... | https://github.com/huggingface/datasets/issues/4199 | [
"Hi ! Maybe one of the objects in the function is not deterministic across sessions ? You can read more about it and how to investigate here: https://huggingface.co/docs/datasets/about_cache",
"Hi @apsdehal! Can you verify that replacing\r\n```python\r\ndef fetch_single_image(image_url, timeout=None, retries=0):\... | null | 4,199 | false |
There is no dataset | ## Dataset viewer issue for '*name of the dataset*'
**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
| https://github.com/huggingface/datasets/issues/4198 | [] | null | 4,198 | false |
Add remove_columns=True | This should fix all the issue we have with in place operations in mapping functions. This is crucial as where we do some weird things like:
```
def apply(batch):
batch_size = len(batch["id"])
batch["text"] = ["potato" for _ range(batch_size)]
return {}
# Columns are: {"id": int}
dset.map(apply, bat... | https://github.com/huggingface/datasets/pull/4197 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Any reason why we can't just do `[inputs.copy()]` in this line for in-place operations to not have effects anymore:\r\nhttps://github.com/huggingface/datasets/blob/bf432011ff9155a5bc16c03956bc63e514baf80d/src/datasets/arrow_dataset.p... | {
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Embed image and audio files in `save_to_disk` | Following https://github.com/huggingface/datasets/pull/4184, currently a dataset saved using `save_to_disk` doesn't actually contain the bytes of the image or audio files. Instead it stores the path to your local files.
Adding `embed_external_files` and set it to True by default to save_to_disk would be kind of a b... | https://github.com/huggingface/datasets/issues/4196 | [] | null | 4,196 | false |
Support lists of multi-dimensional numpy arrays | Fix #4191.
CC: @SaulLu | https://github.com/huggingface/datasets/pull/4194 | [
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Document save_to_disk and push_to_hub on images and audio files | Following https://github.com/huggingface/datasets/pull/4187, I explained in the documentation of `save_to_disk` and `push_to_hub` how they handle image and audio data. | https://github.com/huggingface/datasets/pull/4193 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Good catch, I updated the docstrings"
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load_dataset can't load local dataset,Unable to find ... |
Traceback (most recent call last):
File "/home/gs603/ahf/pretrained/model.py", line 48, in <module>
dataset = load_dataset("json",data_files="dataset/dataset_infos.json")
File "/home/gs603/miniconda3/envs/coderepair/lib/python3.7/site-packages/datasets/load.py", line 1675, in load_dataset
**config_kwa... | https://github.com/huggingface/datasets/issues/4192 | [
"Hi! :)\r\n\r\nI believe that should work unless `dataset_infos.json` isn't actually a dataset. For Hugging Face datasets, there is usually a file named `dataset_infos.json` which contains metadata about the dataset (eg. the dataset citation, license, description, etc). Can you double-check that `dataset_infos.json... | null | 4,192 | false |
feat: create an `Array3D` column from a list of arrays of dimension 2 | **Is your feature request related to a problem? Please describe.**
It is possible to create an `Array2D` column from a list of arrays of dimension 1. Similarly, I think it might be nice to be able to create a `Array3D` column from a list of lists of arrays of dimension 1.
To illustrate my proposal, let's take the... | https://github.com/huggingface/datasets/issues/4191 | [
"Hi @SaulLu, thanks for your proposal.\r\n\r\nJust I got a bit confused about the dimensions...\r\n- For the 2D case, you mention it is possible to create an `Array2D` from a list of arrays of dimension 1\r\n- However, you give an example of creating an `Array2D` from arrays of dimension 2:\r\n - the values of `da... | null | 4,191 | false |
Deprecate `shard_size` in `push_to_hub` in favor of `max_shard_size` | This PR adds a `max_shard_size` param to `push_to_hub` and deprecates `shard_size` in favor of this new param to have a more descriptive name (a shard has at most the `shard_size` bytes in `push_to_hub`) for the param and to align the API with [Transformers](https://github.com/huggingface/transformers/blob/ff06b1779173... | https://github.com/huggingface/datasets/pull/4190 | [
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Document how to use FAISS index for special operations | Document how to use FAISS index for special operations, by accessing the index itself.
Close #4029. | https://github.com/huggingface/datasets/pull/4189 | [
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Support streaming cnn_dailymail dataset | Support streaming cnn_dailymail dataset.
Fix #3969.
CC: @severo | https://github.com/huggingface/datasets/pull/4188 | [
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Don't duplicate data when encoding audio or image | Right now if you pass both the `bytes` and a local `path` for audio or image data, then the `bytes` are unnecessarily written in the Arrow file, while we could just keep the local `path`.
This PR discards the `bytes` when the audio or image file exists locally.
In particular it's common for audio datasets builder... | https://github.com/huggingface/datasets/pull/4187 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"I'm not familiar with the concept of streaming vs non-streaming in HF datasets. I just wonder that you have the distinction here. Why doesn't it work to always make use of `bytes`? \"using a local file - which is often required for a... | {
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Fix outdated docstring about default dataset config | null | https://github.com/huggingface/datasets/pull/4186 | [
"_The documentation is not available anymore as the PR was closed or merged._"
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Librispeech documentation, clarification on format | https://github.com/huggingface/datasets/blob/cd3ce34ab1604118351e1978d26402de57188901/datasets/librispeech_asr/librispeech_asr.py#L53
> Note that in order to limit the required storage for preparing this dataset, the audio
> is stored in the .flac format and is not converted to a float32 array. To convert, the audi... | https://github.com/huggingface/datasets/issues/4185 | [
"(@patrickvonplaten )",
"Also cc @lhoestq here",
"The documentation in the code is definitely outdated - thanks for letting me know, I'll remove it in https://github.com/huggingface/datasets/pull/4184 .\r\n\r\nYou're exactly right `audio` `array` already decodes the audio file to the correct waveform. This is d... | null | 4,185 | false |
[Librispeech] Add 'all' config | Add `"all"` config to Librispeech
Closed #4179 | https://github.com/huggingface/datasets/pull/4184 | [
"Fix https://github.com/huggingface/datasets/issues/4179",
"_The documentation is not available anymore as the PR was closed or merged._",
"Just that I understand: With this change, simply doing `load_dataset(\"librispeech_asr\")` is possible and returns the whole dataset?\r\n\r\nAnd to get the subsets, I do st... | {
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Document librispeech configs | Added an example of how to load one config or the other | https://github.com/huggingface/datasets/pull/4183 | [
"I think the main purpose of #4179 was how to be able to load both configs into one, so should we maybe add this part of the code: https://github.com/huggingface/datasets/issues/4179#issuecomment-1102383717 \r\n\r\nto the doc? \r\n\r\nActually @lhoestq would this work given that they have different split names: htt... | {
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Zenodo.org download is not responding | ## Describe the bug
Source download_url from zenodo.org does not respond.
`_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"`
Other datasets also use zenodo.org to store data and they cannot be downloaded as well.
It would be better to actually use more reliable way to store original ... | https://github.com/huggingface/datasets/issues/4182 | [
"[Off topic but related: Is the uptime of S3 provably better than Zenodo's?]",
"Hi @dkajtoch, please note that at HuggingFace we are not hosting this dataset: we are just using a script to download their data file and create a dataset from it.\r\n\r\nIt was the dataset owners decision to host their data at Zenodo... | null | 4,182 | false |
Support streaming FLEURS dataset | ## Dataset viewer issue for '*name of the dataset*'
https://huggingface.co/datasets/google/fleurs
```
Status code: 400
Exception: NotImplementedError
Message: Extraction protocol for TAR archives like 'https://storage.googleapis.com/xtreme_translations/FLEURS/af_za.tar.gz' is not implemented in str... | https://github.com/huggingface/datasets/issues/4181 | [
"Yes, you just have to use `dl_manager.iter_archive` instead of `dl_manager.download_and_extract`.\r\n\r\nThat's because `download_and_extract` doesn't support TAR archives in streaming mode.",
"Tried to make it streamable, but I don't think it's really possible. @lhoestq @polinaeterna maybe you guys can check: \... | null | 4,181 | false |
Add some iteration method on a dataset column (specific for inference) | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
Currently, `dataset["audio"]` will load EVERY element in the dataset in RAM, which can be quite big for an audio dataset.
Having an iterator (or sequence) type of object, would make inference ... | https://github.com/huggingface/datasets/issues/4180 | [
"Thanks for the suggestion ! I agree it would be nice to have something directly in `datasets` to do something as simple as that\r\n\r\ncc @albertvillanova @mariosasko @polinaeterna What do you think if we have something similar to pandas `Series` that wouldn't bring everything in memory when doing `dataset[\"audio... | null | 4,180 | false |
Dataset librispeech_asr fails to load | ## Describe the bug
The dataset librispeech_asr (standard Librispeech) fails to load.
## Steps to reproduce the bug
```python
datasets.load_dataset("librispeech_asr")
```
## Expected results
It should download and prepare the whole dataset (all subsets).
In [the doc](https://huggingface.co/datasets/libris... | https://github.com/huggingface/datasets/issues/4179 | [
"@patrickvonplaten Hi! I saw that you prepared this? :)",
"Another thing, but maybe this should be a separate issue: As I see from the code, it would try to use up to 16 simultaneous downloads? This is problematic for Librispeech or anything on OpenSLR. On [the homepage](https://www.openslr.org/), it says:\r\n\r\... | null | 4,179 | false |
[feat] Add ImageNet dataset | To use the dataset download the tar file
[imagenet_object_localization_patched2019.tar.gz](https://www.kaggle.com/competitions/imagenet-object-localization-challenge/data?select=imagenet_object_localization_patched2019.tar.gz) from Kaggle and then point the datasets library to it by using:
```py
from datasets impo... | https://github.com/huggingface/datasets/pull/4178 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks for the comments. I believe I have addressed all of them and also decreased the size of the dummy data file, so it should be ready for a re-review. I also made a change to allow adding synset mapping and valprep script in conf... | {
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"merged_at": "2022-04-29T21:37... | 4,178 | true |
Adding missing subsets to the `SemEval-2018 Task 1` dataset | This dataset for the [1st task of SemEval-2018](https://competitions.codalab.org/competitions/17751) competition was missing all subtasks except for subtask 5. I added another two subtasks (subtask 1 and 2), which are each comprised of 12 additional data subsets: for each language in En, Es, Ar, there are 4 datasets, b... | https://github.com/huggingface/datasets/pull/4177 | [
"Datasets are not tracked in this repository anymore. You should move this PR to the [discussions page of this dataset](https://huggingface.co/datasets/sem_eval_2018_task_1/discussions)"
] | {
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"merged_at": null
} | 4,177 | true |
Very slow between two operations | Hello, in the processing stage, I use two operations. The first one : map + filter, is very fast and it uses the full cores, while the socond step is very slow and did not use full cores.
Also, there is a significant lag between them. Am I missing something ?
```
raw_datasets = raw_datasets.map(split_func... | https://github.com/huggingface/datasets/issues/4176 | [] | null | 4,176 | false |
Add WIT Dataset | closes #2981 #2810
@nateraw @hassiahk I've listed you guys as co-author as you've contributed previously to this dataset | https://github.com/huggingface/datasets/pull/4175 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Hi! Coming in late with some context.\r\n\r\nThere are two versions of the WIT dataset:\r\n1. The original source dataset managed by Wikimedia. It has more information, raw image representations, and each row corresponds to an image ... | {
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Fix when map function modifies input in-place | When `function` modifies input in-place, the guarantee that columns in `remove_columns` are contained in `input` doesn't hold true anymore. Therefore we need to relax way we pop elements by checking if that column exists. | https://github.com/huggingface/datasets/pull/4174 | [
"_The documentation is not available anymore as the PR was closed or merged._"
] | {
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"merged_at": "2022-04-15T14:45... | 4,174 | true |
Stream private zipped images | As mentioned in https://github.com/huggingface/datasets/issues/4139 it's currently not possible to stream private/gated zipped images from the Hub.
This is because `Image.decode_example` does not handle authentication. Indeed decoding requires to access and download the file from the private repository.
In this P... | https://github.com/huggingface/datasets/pull/4173 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"oops looks like some tests are failing sorry, will fix them tomorrow\r\n\r\nEDIT: not today but asap hopefully",
"cc @mariosasko this is ready for review, let me know what you think !"
] | {
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"merged_at": "2022-05-05T13:58... | 4,173 | true |
Update assin2 dataset_infos.json | Following comments in https://github.com/huggingface/datasets/issues/4003 we found that it was outdated and casing an error when loading the dataset | https://github.com/huggingface/datasets/pull/4172 | [
"_The documentation is not available anymore as the PR was closed or merged._"
] | {
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"merged_at": "2022-04-15T14:41... | 4,172 | true |
to_tf_dataset rewrite | This PR rewrites almost all of `to_tf_dataset()`, which makes it kind of hard to list all the changes, but the most critical ones are:
- Much better stability and no more dropping unexpected column names (Sorry @NielsRogge)
- Doesn't clobber custom transforms on the data (Sorry @NielsRogge again)
- Much better han... | https://github.com/huggingface/datasets/pull/4170 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"[Magic is now banned](https://www.youtube.com/watch?v=WIn58XoY728#t=36s) by decree of @sgugger. This is honestly much cleaner, and the functionality will make much more sense in `transformers` anyway!",
"@gante I renamed the defaul... | {
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"merged_at": "2022-06-06T14:22... | 4,170 | true |
Timit_asr dataset cannot be previewed recently | ## Dataset viewer issue for '*timit_asr*'
**Link:** *https://huggingface.co/datasets/timit_asr*
Issue: The timit-asr dataset cannot be previewed recently.
Am I the one who added this dataset ? Yes-No
No | https://github.com/huggingface/datasets/issues/4169 | [
"Thanks for reporting. The bug has already been detected, and we hope to fix it soon.",
"TIMIT is now a dataset that requires manual download, see #4145 \r\n\r\nTherefore it might take a bit more time to fix it",
"> TIMIT is now a dataset that requires manual download, see #4145\r\n> \r\n> Therefore it might ta... | null | 4,169 | false |
Add code examples to API docs | This PR adds code examples for functions related to the base Datasets class to highlight usage. Most of the examples use the `rotten_tomatoes` dataset since it is nice and small. Several things I would appreciate feedback on:
- Do you think it is clearer to make every code example fully reproducible so when users co... | https://github.com/huggingface/datasets/pull/4168 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"> Do you think it is clearer to make every code example fully reproducible so when users copy the code they can actually run it and get an output? This seems quite repetitive - maybe even unnecessary - but it is definitely clearer.\r... | {
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Avoid rate limit in update hub repositories | use http.extraHeader to avoid rate limit | https://github.com/huggingface/datasets/pull/4167 | [
"I also set GIT_LFS_SKIP_SMUDGE=1 to speed up git clones",
"_The documentation is not available anymore as the PR was closed or merged._"
] | {
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"merged_at": "2022-04-13T20:50... | 4,167 | true |
Fix exact match | Clarify docs and add clarifying example to the exact_match metric | https://github.com/huggingface/datasets/pull/4166 | [
"_The documentation is not available anymore as the PR was closed or merged._"
] | {
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Fix google bleu typos, examples | null | https://github.com/huggingface/datasets/pull/4165 | [
"_The documentation is not available anymore as the PR was closed or merged._"
] | {
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Fix duplicate key in multi_news | To merge after this job succeeded: https://github.com/huggingface/datasets/runs/6012207928 | https://github.com/huggingface/datasets/pull/4164 | [
"_The documentation is not available anymore as the PR was closed or merged._"
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Optional Content Warning for Datasets | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
We now have hate speech datasets on the hub, like this one: https://huggingface.co/datasets/HannahRoseKirk/HatemojiBuild
I'm wondering if there is an option to select a content warning messa... | https://github.com/huggingface/datasets/issues/4163 | [
"Hi! You can use the `extra_gated_prompt` YAML field in a dataset card for displaying custom messages/warnings that the user must accept before gaining access to the actual dataset. This option also keeps the viewer hidden until the user agrees to terms. ",
"Hi @mariosasko, thanks for explaining how to add this f... | null | 4,163 | false |
Add Conceptual 12M | null | https://github.com/huggingface/datasets/pull/4162 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Looks like your dummy_data.zip file is not in the right location ;)\r\ndatasets/datasets/conceptual_12m/dummy/default/0.0.0/dummy_data.zip\r\n->\r\ndatasets/conceptual_12m/dummy/default/0.0.0/dummy_data.zip"
] | {
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Add Visual Genome | null | https://github.com/huggingface/datasets/pull/4161 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Hum there seems to be some issues with tasks in test:\r\n - some tasks don't fit anything in `tasks.json`. Do I remove them in `task_categories`?\r\n - some tasks should exist, typically `visual-question-answering` (https://github.co... | {
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"merged_at": "2022-04-21T13:08... | 4,161 | true |
RGBA images not showing | ## Dataset viewer issue for ceyda/smithsonian_butterflies_transparent
[**Link:** *link to the dataset viewer page*](https://huggingface.co/datasets/ceyda/smithsonian_butterflies_transparent)
Am I the... | https://github.com/huggingface/datasets/issues/4160 | [
"Thanks for reporting. It's a known issue, and we hope to fix it soon.",
"Fixed, thanks!"
] | null | 4,160 | false |
Add `TruthfulQA` dataset | null | https://github.com/huggingface/datasets/pull/4159 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"Bump. (I'm not sure which reviewer to `@` but, previously, @lhoestq has been very helpful 🤗 )"
] | {
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Add AUC ROC Metric | null | https://github.com/huggingface/datasets/pull/4158 | [
"_The documentation is not available anymore as the PR was closed or merged._"
] | {
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"merged_at": "2022-04-26T19:35... | 4,158 | true |
Fix formatting in BLEU metric card | Fix #4148 | https://github.com/huggingface/datasets/pull/4157 | [
"_The documentation is not available anymore as the PR was closed or merged._"
] | {
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Adding STSb-TR dataset | Semantic Textual Similarity benchmark Turkish (STSb-TR) dataset introduced in our paper [Semantic Similarity Based Evaluation for Abstractive News Summarization](https://aclanthology.org/2021.gem-1.3.pdf) added. | https://github.com/huggingface/datasets/pull/4156 | [
"Thanks for your contribution, @figenfikri.\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nWe would suggest you create this dataset there. Please, feel free to tell us if you need some help."
] | {
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} | 4,156 | true |
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