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https://api.github.com/repos/huggingface/datasets/issues/3855 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3855/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3855/comments | https://api.github.com/repos/huggingface/datasets/issues/3855/events | https://github.com/huggingface/datasets/issues/3855 | 1,162,448,589 | I_kwDODunzps5FSY7N | 3,855 | Bad error message when loading private dataset | {
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A pretty common behavior of an interaction between the Hub and datasets is the following.
An organization adds a dataset in private mode and wants to load it afterward.
```python
from transformers import load_dataset
ds = load_dataset("NewT5/dummy_data", "dummy")
```
This command th... | {
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testing_data = load_dataset("common_voice", "en", split="test[:200]")
I'm trying to load only 8% of the English common voice data with accent == "England English." Can somebody assist me with this?
**Typical Voice Accent Prop... | {
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https://api.github.com/repos/huggingface/datasets/issues/3853 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3853/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3853/comments | https://api.github.com/repos/huggingface/datasets/issues/3853/events | https://github.com/huggingface/datasets/pull/3853 | 1,162,386,592 | PR_kwDODunzps40F3uN | 3,853 | add ontonotes_conll dataset | {
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"merged_at": "2022-03-15T10:48... | # Introduction of the dataset
OntoNotes v5.0 is the final version of OntoNotes corpus, and is a large-scale, multi-genre,
multilingual corpus manually annotated with syntactic, semantic and discourse information.
This dataset is the version of OntoNotes v5.0 extended and used in the CoNLL-2012 shared task
, inclu... | {
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https://api.github.com/repos/huggingface/datasets/issues/3852 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3852/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3852/comments | https://api.github.com/repos/huggingface/datasets/issues/3852/events | https://github.com/huggingface/datasets/pull/3852 | 1,162,252,337 | PR_kwDODunzps40Fb26 | 3,852 | Redundant add dataset information and dead link. | {
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"merged_at": "2022-03-08T16:54... | > Alternatively, you can follow the steps to [add a dataset](https://huggingface.co/docs/datasets/add_dataset.html) and [share a dataset](https://huggingface.co/docs/datasets/share_dataset.html) in the documentation.
The "add a dataset link" gives 404 Error, and the share_dataset link has changed. I feel this inform... | {
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Hi, when I load audio dataset following https://huggingface.co/docs/datasets/audio_process and https://github.com/huggingface/datasets/tree/master/datasets/superb,
```
from datasets import load_dataset, load_metric, Audio
raw_datasets = load_dataset("superb", "ks", split="train")
prin... | {
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https://api.github.com/repos/huggingface/datasets/issues/3850 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3850/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3850/comments | https://api.github.com/repos/huggingface/datasets/issues/3850/events | https://github.com/huggingface/datasets/pull/3850 | 1,162,126,030 | PR_kwDODunzps40FBx9 | 3,850 | [feat] Add tqdm arguments | {
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https://api.github.com/repos/huggingface/datasets/issues/3849 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3849/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3849/comments | https://api.github.com/repos/huggingface/datasets/issues/3849/events | https://github.com/huggingface/datasets/pull/3849 | 1,162,091,075 | PR_kwDODunzps40E6sW | 3,849 | Add "Adversarial GLUE" dataset to datasets library | {
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```python
>>> import datasets
>>> >>> datasets.load_dataset('adv_glue')
Using the latest cached version of the module from /home/jxm3/.cache/huggingface/modules/datasets_modules/datasets/adv_glue/26709a83facad2830d72d4419dd179c0be092f4ad3303ad0... | {
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https://api.github.com/repos/huggingface/datasets/issues/3848 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3848/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3848/comments | https://api.github.com/repos/huggingface/datasets/issues/3848/events | https://github.com/huggingface/datasets/issues/3848 | 1,162,076,902 | I_kwDODunzps5FQ-Lm | 3,848 | NonMatchingChecksumError when checksum is None | {
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```bash
expected_checksums = {'https://adversarialglue.github.io/dataset/dev.zip': {'checksum': None, 'num_bytes': 40662}}
recorded_checksums = {'https://adversarialglue.github.io/dataset/dev.zip': {'checksum': 'efb4cbd3aa4a87bfaffc310ae951981cc0a36c6c71c64... | {
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For most tokenizers I have tested (e.g. the RoBERTa tokenizer), the data preprocessing cache are not fully reused in the first few runs, although their `.arrow` cache files are in the cache directory.
## Steps to reproduce the bug
Here is a reproducer. The GPT2 tokenizer works perfectly with ca... | {
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https://api.github.com/repos/huggingface/datasets/issues/3845 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3845/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3845/comments | https://api.github.com/repos/huggingface/datasets/issues/3845/events | https://github.com/huggingface/datasets/pull/3845 | 1,161,739,483 | PR_kwDODunzps40DvqX | 3,845 | add RMSE and MAE metrics. | {
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} | This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API.
Both implementations are based on usage of sciket-learn.
Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608)
Please suggest any changes if r... | {
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} | This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API.
Both implementations are based on usage of sciket-learn.
Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608)
Any suggestions and changes req... | {
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Fix #3835
CC: @albertvillanova | {
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https://api.github.com/repos/huggingface/datasets/issues/3842 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3842/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3842/comments | https://api.github.com/repos/huggingface/datasets/issues/3842/events | https://github.com/huggingface/datasets/pull/3842 | 1,161,336,483 | PR_kwDODunzps40CZvE | 3,842 | Align IterableDataset.shuffle with Dataset.shuffle | {
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"merged_at": "2022-03-07T19:03... | From #3444 , Dataset.shuffle can have the same API than IterableDataset.shuffle (i.e. in streaming mode).
Currently you can pass an optional seed to both if you want, BUT currently IterableDataset.shuffle always requires a buffer_size, used for approximate shuffling. I propose using a reasonable default value (maybe... | {
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Pyright complains about module not exported.
## Steps to reproduce the bug
Use an editor/IDE with Pyright Language server with default configuration:
```python
from datasets import load_dataset
```
## Expected results
No complain from Pyright
## Actual results
Pyright complain below... | {
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https://api.github.com/repos/huggingface/datasets/issues/3840 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3840/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3840/comments | https://api.github.com/repos/huggingface/datasets/issues/3840/events | https://github.com/huggingface/datasets/pull/3840 | 1,161,183,773 | PR_kwDODunzps40B8eu | 3,840 | Pin responses to fix CI for Windows | {
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"merged_at": "2022-03-07T10:07... | Temporarily fix CI for Windows by pinning `responses`.
See: https://app.circleci.com/pipelines/github/huggingface/datasets/10292/workflows/83de4a55-bff7-43ec-96f7-0c335af5c050/jobs/63355
Fix: #3839 | {
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See: https://app.circleci.com/pipelines/github/huggingface/datasets/10292/workflows/83de4a55-bff7-43ec-96f7-0c335af5c050/jobs/63355
```
___________________ test_datasetdict_from_text_split[test] ____________________
[gw0] win32 -- Python 3.7.11 C:\tools\miniconda3\envs\py37\python.exe
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---
### Example
every pixel in the images of the annotation column (in https://huggingface.co/datasets/scene_parse_150) has a value that gives its class, and the dataset itself is associated with a color palette ... | null | {
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**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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https://api.github.com/repos/huggingface/datasets/issues/3833 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3833/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3833/comments | https://api.github.com/repos/huggingface/datasets/issues/3833/events | https://github.com/huggingface/datasets/pull/3833 | 1,160,543,713 | PR_kwDODunzps4z_99t | 3,833 | Small typos in How-to-train tutorial. | {
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"... | open | false | [] | null | 4 | 2022-03-06T03:02:58 | 2022-03-14T07:45:38 | null | null | NONE | [] | null | null | null | null | Let's make Hugging Face Datasets the central hub for GNN datasets :)
**Motivation**. Datasets are currently quite scattered and an open-source central point such as the Hugging Face Hub would be ideal to support the growth of the GNN field.
What are some datasets worth integrating into the Hugging Face hub?
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when converting a dataset to tf_dataset by using to_tf_dataset with shuffle true, the remainder is not converted to one batch
## Steps to reproduce the bug
this is the sample code below
https://colab.research.google.com/drive/1_oRXWsR38ElO1EYF9ayFoCU7Ou1AAej4?usp=sharing
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- windows os: FileNotFoundError: [WinError 3] 系统找不到指定的路径。: 'D:\\SourceCode\\DataScience\\HuggingFace\\Data\\downloads\\1bc05d24fa6dda2468e83a73cf6dc207226e01e3c48a507ea716dc0421da583b\\cnn\\stories'
- google colab: NotADirec... | {
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... | open | false | [] | null | 1 | 2022-03-05T00:28:06 | 2022-03-10T16:24:27 | null | null | NONE | [] | null | null | null | null | ## Brief Overview
Downloading, saving, and preprocessing large datasets from the `datasets` library can often result in [performance bottlenecks](https://github.com/huggingface/datasets/issues/3735). These performance snags can be challenging to identify and to debug, especially for users who are less experienced with... | null | {
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If you look at https://huggingface.co/datasets/the_pile/blob/main/the_pile.py:
For "all"
* the pile_set_name is never set for data
* there's actually an id field inside of "meta"
For subcorpora pubmed_central and hacker_news:
* the meta is specified to be a string, but it's actually a di... | {
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https://api.github.com/repos/huggingface/datasets/issues/3827 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3827/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3827/comments | https://api.github.com/repos/huggingface/datasets/issues/3827/events | https://github.com/huggingface/datasets/pull/3827 | 1,159,878,436 | PR_kwDODunzps4z95dj | 3,827 | Remove deprecated `remove_columns` param in `filter` | {
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https://api.github.com/repos/huggingface/datasets/issues/3826 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3826/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3826/comments | https://api.github.com/repos/huggingface/datasets/issues/3826/events | https://github.com/huggingface/datasets/pull/3826 | 1,159,851,110 | PR_kwDODunzps4z90JU | 3,826 | Add IterableDataset.filter | {
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I added `IterableDataset.filter` with an API that is a subset of `Dataset.filter`:
```python
def filter(self, function, batched=False, batch_size=1000, with_indices=false, input_columns=None):
```
TODO:
- [x] tests
- [x] docs
rel... | {
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https://api.github.com/repos/huggingface/datasets/issues/3825 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3825/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3825/comments | https://api.github.com/repos/huggingface/datasets/issues/3825/events | https://github.com/huggingface/datasets/pull/3825 | 1,159,802,345 | PR_kwDODunzps4z9p4b | 3,825 | Update version and date in Wikipedia dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/3824 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3824/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3824/comments | https://api.github.com/repos/huggingface/datasets/issues/3824/events | https://github.com/huggingface/datasets/pull/3824 | 1,159,574,186 | PR_kwDODunzps4z85SO | 3,824 | Allow not specifying feature cols other than `predictions`/`references` in `Metric.compute` | {
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https://api.github.com/repos/huggingface/datasets/issues/3823 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3823/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3823/comments | https://api.github.com/repos/huggingface/datasets/issues/3823/events | https://github.com/huggingface/datasets/issues/3823 | 1,159,497,844 | I_kwDODunzps5FHIh0 | 3,823 | 500 internal server error when trying to open a dataset composed of Zarr stores | {
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The dataset [openclimatefix/mrms](https://huggingface.co/datasets/openclimatefix/mrms) gives a 500 server error when trying to open it on the website, or through code.
The dataset doesn't have a loading script yet, and I did push two [xarray](https://docs.xarray.dev/en/stable/) Zarr stores of da... | {
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- **Name:** Biwi Kinect Head Pose Database
- **Description:** Over 15K images of 20 people recorded with a Kinect while turning their heads around freely. For each frame, depth and rgb images are provided, together with ground in the form of the 3D location of the head and its rotation angles.
- ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3821 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3821/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3821/comments | https://api.github.com/repos/huggingface/datasets/issues/3821/events | https://github.com/huggingface/datasets/pull/3821 | 1,159,371,927 | PR_kwDODunzps4z8O5J | 3,821 | Update Wikipedia dataset | {
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"merged_at": "2022-03-21T12:31... | This PR combines all updates to Wikipedia dataset.
Once approved, this will be used to generate the pre-processed Wikipedia datasets.
Finally, this PR will be able to be merged into master:
- NOT using squash
- BUT a regular MERGE (or REBASE+MERGE), so that all commits are preserved
TODO:
- [x] #3435
- [x]... | {
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Loading [`pubmed_qa`](https://huggingface.co/datasets/pubmed_qa) results in a mismatched checksum error.
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
import datasets
try:
datasets.load_dataset("pubmed_qa", "pqa_labeled")
except Exception as e:
print(e... | {
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https://api.github.com/repos/huggingface/datasets/issues/3818 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3818/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3818/comments | https://api.github.com/repos/huggingface/datasets/issues/3818/events | https://github.com/huggingface/datasets/issues/3818 | 1,158,788,545 | I_kwDODunzps5FEbXB | 3,818 | Support for "sources" parameter in the add() and add_batch() methods in datasets.metric - SARI | {
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The methods `add_batch` and `add` from the `Metric` [class](https://github.com/huggingface/datasets/blob/1675ad6a958435b675a849eafa8a7f10fe0f43bc/src/datasets/metric.py) does not work with [SARI](https://github.com/huggingface/datasets/blob/master/metr... | {
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In this PR I propose a new implementation which is simpler: it only has one function, based on `iter_archive`. And you still have access to local audio files when loading the dataset in non-strea... | {
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To fix that, I changed the ouput of `DownloadManager.iter_archive` to be an iterable that you can iterate over several times... | {
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- **Name:** MetaShift
- **Description:** collection of 12,868 sets of natural images across 410 classes-
- **Paper:** https://arxiv.org/abs/2202.06523v1
- **Data:** https://github.com/weixin-liang/metashift
Instructions to add a new dataset can be found [here](https://github.com/huggingface/... | {
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https://api.github.com/repos/huggingface/datasets/issues/3812 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3812/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3812/comments | https://api.github.com/repos/huggingface/datasets/issues/3812/events | https://github.com/huggingface/datasets/pull/3812 | 1,158,369,995 | PR_kwDODunzps4z46C4 | 3,812 | benchmark streaming speed with tar vs zip archives | {
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} | # do not merge
## Hypothesis
packing data into a single zip archive could allow us not to care about splitting data into several tar archives for efficient streaming which is annoying (since data creators usually host the data in a single tar)
## Data
I host it [here](https://huggingface.co/datasets/polinaeter... | {
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https://api.github.com/repos/huggingface/datasets/issues/3810 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3810/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3810/comments | https://api.github.com/repos/huggingface/datasets/issues/3810/events | https://github.com/huggingface/datasets/pull/3810 | 1,158,202,093 | PR_kwDODunzps4z4WUW | 3,810 | Update version of xcopa dataset | {
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We updated our loading script, but we did not bump a new version number:
- #3254
This PR updates our loading script version from `1.0.0` to `1.1.0`. | {
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Datasets hosted on Google Drive do not seem to work right now.
Loading them fails with a checksum error.
## Steps to reproduce the bug
```python
from datasets import load_dataset
for dataset in ["head_qa", "yelp_review_full"]:
try:
load_dataset(dataset)
except Exception as excep... | {
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https://api.github.com/repos/huggingface/datasets/issues/3808 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3808/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3808/comments | https://api.github.com/repos/huggingface/datasets/issues/3808/events | https://github.com/huggingface/datasets/issues/3808 | 1,157,650,043 | I_kwDODunzps5FAFZ7 | 3,808 | Pre-Processing Cache Fails when using a Factory pattern | {
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If you utilize a pre-processing function which is created using a factory pattern, the function hash changes on each run (even if the function is identical) and therefore the data will be reproduced each time.
## Steps to reproduce the bug
```python
def preprocess_function_factory(augmenta... | {
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https://api.github.com/repos/huggingface/datasets/issues/3807 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3807/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3807/comments | https://api.github.com/repos/huggingface/datasets/issues/3807/events | https://github.com/huggingface/datasets/issues/3807 | 1,157,531,812 | I_kwDODunzps5E_oik | 3,807 | NonMatchingChecksumError in xcopa dataset | {
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Loading the xcopa dataset doesn't work, it fails due to a mismatch in the checksum.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("xcopa", "it")
```
## Expected results
The dataset should be loaded correctly.
## Actual results
Fails ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3806 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3806/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3806/comments | https://api.github.com/repos/huggingface/datasets/issues/3806/events | https://github.com/huggingface/datasets/pull/3806 | 1,157,505,826 | PR_kwDODunzps4z2FeI | 3,806 | Fix Spanish data file URL in wiki_lingua dataset | {
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Previously, Spanish had the same URL as Vietnamese data file. | {
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https://api.github.com/repos/huggingface/datasets/issues/3805 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3805/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3805/comments | https://api.github.com/repos/huggingface/datasets/issues/3805/events | https://github.com/huggingface/datasets/pull/3805 | 1,157,454,884 | PR_kwDODunzps4z16os | 3,805 | Remove decode: true for image feature in head_qa | {
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The current [Text](https://github.com/huggingface/datasets/blob/207be676bffe9d164740a41a883af6125edef135/src/datasets/packaged_modules/text/text.py#L23) builder implementation splits texts with `splitlines()` which splits the text on several line bound... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/3803 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3803/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3803/comments | https://api.github.com/repos/huggingface/datasets/issues/3803/events | https://github.com/huggingface/datasets/pull/3803 | 1,157,271,679 | PR_kwDODunzps4z1T48 | 3,803 | Remove deprecated methods/params (preparation for v2.0) | {
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"merged_at": "2022-03-02T14:53... | This PR removes the following deprecated methos/params:
* `Dataset.cast_`/`DatasetDict.cast_`
* `Dataset.dictionary_encode_column_`/`DatasetDict.dictionary_encode_column_`
* `Dataset.remove_columns_`/`DatasetDict.remove_columns_`
* `Dataset.rename_columns_`/`DatasetDict.rename_columns_`
* `prepare_module`
* param... | {
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https://api.github.com/repos/huggingface/datasets/issues/3802 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3802/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3802/comments | https://api.github.com/repos/huggingface/datasets/issues/3802/events | https://github.com/huggingface/datasets/pull/3802 | 1,157,009,964 | PR_kwDODunzps4z0biM | 3,802 | Release of FairLex dataset | {
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**FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing**
We present a benchmark suite of four datasets for evaluating the fairness of pre-trained legal language models and the techniques used to fine-tune them for downstream tasks. Our benchmarks cover four jurisdictions (European Cou... | {
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In this PR I'm aligning the two by changing `map` in streamign mode. This includes a **major breaking change** and will require a major release of the library: **Datasets 2.0**
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https://api.github.com/repos/huggingface/datasets/issues/3799 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3799/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3799/comments | https://api.github.com/repos/huggingface/datasets/issues/3799/events | https://github.com/huggingface/datasets/pull/3799 | 1,155,356,102 | PR_kwDODunzps4zus9R | 3,799 | Xtreme-S Metrics | {
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- [x] MLS
- [x] Covost2
- [x] Minds-14
- [x] Voxpopuli
- [x] FLoRes (need data)
**Metrics**: Done | {
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https://api.github.com/repos/huggingface/datasets/issues/3798 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3798/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3798/comments | https://api.github.com/repos/huggingface/datasets/issues/3798/events | https://github.com/huggingface/datasets/pull/3798 | 1,154,411,066 | PR_kwDODunzps4zrl5Y | 3,798 | Fix error message in CSV loader for newer Pandas versions | {
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```python
csv_file_reader.handle.handle if datasets.config.PANDAS_VERSION >= version.parse("1.4") else csv_file_reader.f
```
CC: @... | {
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after downloading the natural_questions dataset, can not flatten the dataset considering there are `long answer` and `short answer` in `annotations`.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset('natural_questions',cache_dir = 'data/datase... | {
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https://api.github.com/repos/huggingface/datasets/issues/3794 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3794/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3794/comments | https://api.github.com/repos/huggingface/datasets/issues/3794/events | https://github.com/huggingface/datasets/pull/3794 | 1,153,185,343 | PR_kwDODunzps4zniT4 | 3,794 | Add Mahalanobis distance metric | {
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"merged_at": "2022-03-02T14:46... | Mahalanobis distance is a very useful metric to measure the distance from one datapoint X to a distribution P.
In this PR I implement the metric in a simple way with the help of numpy only.
Similar to the [MAUVE implementation](https://github.com/huggingface/datasets/blob/master/metrics/mauve/mauve.py), we can mak... | {
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**Link:** *link to the dataset viewer page*
`data = datasets.load_dataset("wiki_lingua", name=language, split="train[:2000]")
`
*short description of the issue*
```
[NonMatchingChecksumError: Checksums didn't match for dataset source files:
['https://drive.google.co... | {
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https://api.github.com/repos/huggingface/datasets/issues/3791 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3791/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3791/comments | https://api.github.com/repos/huggingface/datasets/issues/3791/events | https://github.com/huggingface/datasets/pull/3791 | 1,150,733,475 | PR_kwDODunzps4zevU2 | 3,791 | Add `data_dir` to `data_files` resolution and misc improvements to HfFileSystem | {
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https://api.github.com/repos/huggingface/datasets/issues/3790 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3790/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3790/comments | https://api.github.com/repos/huggingface/datasets/issues/3790/events | https://github.com/huggingface/datasets/pull/3790 | 1,150,646,899 | PR_kwDODunzps4zedMa | 3,790 | Add doc builder scripts | {
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- build_dev_documentation.yml
- build_documentation.yml
- delete_dev_documentation.yml
I got them from `transformers` and did a few changes:
- I removed the `transformers`-specific dependencies
- I changed all the paths to be "datasets" instead of "transformers"
- I passed the `--lib... | {
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About the conversion from title to URL, I found that apart from replacing blanks with underscores, som... | {
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As reported by @thomasw21 and @lhoestq, a dataset containing only a data file whose name matches the pattern `*dev*` will be returned as VALIDATION split, even if this is not the desired behavior, e.g. a file named `datosdevision.jsonl.gz`. | null | {
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Fix #3786, fix #3784. | {
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Recently, some issues were reported with URLs from Google Drive, where we were downloading the Virus scan warning page instead of the data file itself.
See:
- #3758
- #3773
- #3784
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} | This commit fixes the issue described in #3784. By adding an extra parameter to the end of Google Drive links, we are able to bypass the virus check and download the datasets.
So, if the original link looked like https://drive.google.com/uc?export=download&id=0BwmD_VLjROrfTHk4NFg2SndKcjQ
The new link now looks li... | {
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I am unable to download the CNN-Dailymail dataset. Upon closer investigation, I realised why this was happening:
- The dataset sits in Google Drive, and both the CNN and DM datasets are large.
- Google is unable to scan the folder for viruses, **so the link which would originally download the dat... | {
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```
dataset.map(
batched=True,
disable_nullable=True,
)
```
will get the following error at here https://github.com/huggingface/datasets/blob/c9967f55626931f8059dc416526c791444cdfdf7/src/datasets/arrow_writer.py#L516
`pyarrow.lib.ArrowInvalid: Tried to write record batch with different schema`
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It is a Reddit dataset indeed, but the name given to the dataset by the authors is Webis-TLDR-17 (corpus), so perhaps it should be modified as well.
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I tried to download the **newsroom** dataset but it didn't work out for me. it said me to **download it manually**!
For manually, Link is also didn't work! It is sawing some ad or something!
If anybody has solved this issue please help me out or if somebody has this dataset please share your google driv... | {
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Indeed this makes the documentation confusing and we don't want this distinction anymore in the future. Ideally users should share their datasets on the Hub directly.
### Changes
- the documentation about dataset ... | {
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The Wikipedia dataset can be really big. This is a problem if you want to use it locally in a laptop with the Apache Beam `DirectRunner`. Even if your laptop have a considerable amount of memory (e.g. 32gb).
**Describe the solution you'd like**
I... | null | {
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A checksum occurs when downloading the reddit_tifu data (both long & short).
## Steps to reproduce the bug
reddit_tifu_dataset = load_dataset('reddit_tifu', 'long')
## Expected results
The expected result is for the dataset to be downloaded and cached locally.
## Actual results
File "... | {
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Failure to generate dataset msr_sqa because of duplicate keys.
### Steps to reproduce the bug
```
from datasets import load_dataset
load_dataset("msr_sqa")
```
### Expected results
The examples keys should be unique.
**Actual results**
```
>>> load_dataset("msr_sqa")
Downloading:
6... | {
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assigning the resulted dataset to original dataset causes lost of the faiss index
## Steps to reproduce the bug
`my_dataset` is a regular loaded dataset. It's a part of a customed dataset structure
```python
self.dataset.add_faiss_index('embeddings')
self.dataset.list_indexes()
# ['embeddin... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/3767 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3767/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3767/comments | https://api.github.com/repos/huggingface/datasets/issues/3767/events | https://github.com/huggingface/datasets/pull/3767 | 1,146,036,648 | PR_kwDODunzps4zPahh | 3,767 | Expose method and fix param | {
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https://api.github.com/repos/huggingface/datasets/issues/3766 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3766/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3766/comments | https://api.github.com/repos/huggingface/datasets/issues/3766/events | https://github.com/huggingface/datasets/pull/3766 | 1,145,829,289 | PR_kwDODunzps4zOujH | 3,766 | Fix head_qa data URL | {
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https://api.github.com/repos/huggingface/datasets/issues/3765 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3765/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3765/comments | https://api.github.com/repos/huggingface/datasets/issues/3765/events | https://github.com/huggingface/datasets/pull/3765 | 1,145,126,881 | PR_kwDODunzps4zMdIL | 3,765 | Update URL for tagging app | {
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**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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The dataset `20200501.pt` is broken.
The available datasets: https://dumps.wikimedia.org/ptwiki/
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("wikipedia", "20200501.pt", beam_runner='DirectRunner')
```
## Expected results
I expect t... | {
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... | closed | false | [] | null | 3 | 2022-02-19T21:21:45 | 2022-02-21T12:16:35 | 2022-02-21T12:16:35 | null | CONTRIBUTOR | [] | null | null | null | null | I can make a PR, just wanted approval before starting.
**Is your feature request related to a problem? Please describe.**
It is often the case that classes are not ordered in alphabetical order. Current `class_encode_column` sort the classes before indexing.
https://github.com/huggingface/datasets/blob/master/sr... | {
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Would be great to see be able to understand datasets with the goal of improving data quality, and helping mitigate fairness and bias issues.
**Describe the solution you'd like**
Something like https://knowyourdata.withgoogle.com/ for HF hub | {
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https://api.github.com/repos/huggingface/datasets/issues/3760 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3760/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3760/comments | https://api.github.com/repos/huggingface/datasets/issues/3760/events | https://github.com/huggingface/datasets/issues/3760 | 1,144,804,558 | I_kwDODunzps5EPFTO | 3,760 | Unable to view the Gradio flagged call back dataset | {
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**Link:** *[savtadepth-flags](https://huggingface.co/datasets/kingabzpro/savtadepth-flags)*
*with the Gradio 2.8.1 the dataset viers stopped working. I tried to add values manually but its not working. The dataset is also not showing the link with the app https://h... | {
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- Renames `GenerateMode` to `DownloadMode`
- Implements `DeprecatedEnum`
- Deprecates `GenerateMode`
Close #769. | {
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https://api.github.com/repos/huggingface/datasets/issues/3758 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3758/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3758/comments | https://api.github.com/repos/huggingface/datasets/issues/3758/events | https://github.com/huggingface/datasets/issues/3758 | 1,143,366,393 | I_kwDODunzps5EJmL5 | 3,758 | head_qa file missing | {
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A file for the `head_qa` dataset is missing (https://drive.google.com/u/0/uc?export=download&id=1a_95N5zQQoUCq8IBNVZgziHbeM-QxG2t/HEAD_EN/train_HEAD_EN.json)
## Steps to reproduce the bug
```python
>>> from datasets import load_dataset
>>> load_dataset("head_qa", name="en")
```
## Expec... | {
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https://api.github.com/repos/huggingface/datasets/issues/3757 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3757/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3757/comments | https://api.github.com/repos/huggingface/datasets/issues/3757/events | https://github.com/huggingface/datasets/pull/3757 | 1,143,300,880 | PR_kwDODunzps4zGK7p | 3,757 | Add perplexity to metrics | {
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This code differs from the code in [this](https://huggingface.co/docs/transformers/perplexity) HF blog post because the blogpost code fails in at least the following circumstances:
- returns nans whenever the stride = 1
- hits a runtime error when the stride is significantly larger than th... | {
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https://api.github.com/repos/huggingface/datasets/issues/3756 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3756/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3756/comments | https://api.github.com/repos/huggingface/datasets/issues/3756/events | https://github.com/huggingface/datasets/issues/3756 | 1,143,273,825 | I_kwDODunzps5EJPlh | 3,756 | Images get decoded when using `map()` with `input_columns` argument on a dataset | {
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The `datasets.features.Image` feature class decodes image data by default. Expectedly, when indexing a dataset or using the `map()` method, images are returned as PIL Image instances.
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