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"_The documentation is not available anymore as the PR was closed or merged._",
"@lhoestq can you review when you have some time?",
"Hi @lhoestq -- thanks so much for your review! I just added the stuff you requested to the README.md, including an example from the dataset, the table of contents, and lots of sec... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Adds the Adversarial GLUE dataset: https://adversarialglue.github.io/
```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... | 2022-03-28T11:17:14Z | https://github.com/huggingface/datasets/pull/3849 | {
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"Hi @jxmorris12, thanks for reporting.\r\n\r\nThe objective of `verify_checksums` is to check that both checksums are equal. Therefore if one is None and the other is non-None, they are not equal, and the function accordingly raises a NonMatchingChecksumError. That behavior is expected.\r\n\r\nThe question is: how ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | I ran into the following error when adding a new dataset:
```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... | 2022-03-15T14:37:26Z | https://github.com/huggingface/datasets/issues/3848 | {
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https://api.github.com/repos/huggingface/datasets/issues/3847/comments | https://api.github.com/repos/huggingface/datasets/issues/3847/timeline | null | null | reopened | I_kwDODunzps5FQIWh | open | [] | null | 3,847 | {
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"<s>I think this is because the tokenizer is stateful and because the order in which the splits are processed is not deterministic. Because of that, the hash of the tokenizer may change for certain splits, which causes issues with caching.\r\n\r\nTo fix this we can try making the order of the splits deterministic f... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2023-11-20T18:14:37Z | https://github.com/huggingface/datasets/issues/3847 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3846). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Following https://github.com/huggingface/datasets/pull/3721 I updated the docstring of the `device` argument of the FAISS related methods of `Dataset` | 2022-03-07T19:21:23Z | https://github.com/huggingface/datasets/pull/3846 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3845). All of your documentation changes will be reflected on that endpoint.",
"@mariosasko I've reopened it here. Please suggest any changes if required. Thank you.",
"Thanks for suggestions. :) I have added update the KWARG... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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... | 2022-03-09T16:50:03Z | https://github.com/huggingface/datasets/pull/3845 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3844). All of your documentation changes will be reflected on that endpoint.",
"@dnaveenr This PR is in pretty good shape, so feel free to reopen it."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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... | 2022-03-07T17:24:32Z | https://github.com/huggingface/datasets/pull/3844 | {
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"Cool ! Looks like it breaks `test_streaming_gg_drive_gzipped` for some reason..."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The streaming version of https://github.com/huggingface/datasets/pull/3787.
Fix #3835
CC: @albertvillanova | 2022-03-15T12:30:25Z | https://github.com/huggingface/datasets/pull/3843 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3842). All of your documentation changes will be reflected on that endpoint.",
"We should also add `generator` as a param to `shuffle` to fully align the APIs, no?",
"I added the `generator` argument.\r\n\r\nI had to make a f... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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... | 2022-03-07T19:03:43Z | https://github.com/huggingface/datasets/pull/3842 | {
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"Hi! \r\n\r\nThis issue stems from `datasets` having `py.typed` defined (see https://github.com/microsoft/pyright/discussions/3764#discussioncomment-3282142) - to avoid it, we would either have to remove `py.typed` (added to be compliant with PEP-561) or export the names with `__all__`/`from .submodule import name ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
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
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3840). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | 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 | 2022-03-07T10:12:36Z | https://github.com/huggingface/datasets/pull/3840 | {
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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 ... | 2022-04-10T13:34:59Z | https://github.com/huggingface/datasets/issues/3838 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3836). All of your documentation changes will be reflected on that endpoint.",
"Weird, the logo doesn't seem to be floating on my side (using Chrome) at https://huggingface.co/docs/datasets/master/en/index",
"https://huggingf... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | <img width="1000" alt="Screenshot 2022-03-07 at 09 35 29" src="https://user-images.githubusercontent.com/11827707/156996422-339ba43e-932b-4849-babf-9321cb99c922.png">
| 2022-03-07T20:21:11Z | https://github.com/huggingface/datasets/pull/3836 | {
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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
| 2022-03-15T12:30:23Z | https://github.com/huggingface/datasets/issues/3835 | {
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"It will be indeed really great to add support to GNN datasets. Big :+1: for this initiative.",
"@napoles-uach identifies the [TUDatasets](https://chrsmrrs.github.io/datasets/) (A collection of benchmark datasets for graph classification and regression). \r\n\r\nAdded to the Tasks in the initial issue.",
"Thank... | https://api.github.com/repos/huggingface/datasets | NONE | 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?
In... | 2022-03-14T07:45:38Z | https://github.com/huggingface/datasets/issues/3832 | {
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"Maybe @Rocketknight1 can help here",
"Hi @greenned, this is expected behaviour for `to_tf_dataset`. By default, we drop the smaller 'remainder' batch during training (i.e. when `shuffle=True`). If you really want to keep that batch, you can set `drop_remainder=False` when calling `to_tf_dataset()`.",
"@Rocketk... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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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"Was able to reproduce the issue on Colab; full logs below. \r\n\r\n```\r\n---------------------------------------------------------------------------\r\nNotADirectoryError Traceback (most recent call last)\r\n[<ipython-input-2-39967739ba7f>](https://localhost:8080/#) in <module>()\r\n 1... | https://api.github.com/repos/huggingface/datasets | NONE | When using datasets.load_dataset method to load cnn_dailymail dataset, got error as below:
- 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... | 2022-03-07T06:53:41Z | https://github.com/huggingface/datasets/issues/3830 | {
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"Hi ! Yes this is definitely something we'll explore, since optimizing processing pipelines can be challenging and because performance is key here: we want anyone to be able to play with large-scale datasets more easily.\r\n\r\nI think we'll start by documenting the performance of the dataset transforms we provide,... | https://api.github.com/repos/huggingface/datasets | NONE | ## 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... | 2022-03-10T16:24:27Z | https://github.com/huggingface/datasets/issues/3829 | {
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https://api.github.com/repos/huggingface/datasets/issues/3828/comments | https://api.github.com/repos/huggingface/datasets/issues/3828/timeline | 2022-03-08T09:30:48Z | null | completed | I_kwDODunzps5FJSwd | closed | [] | null | 3,828 | {
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"Hi @dlwh, thanks for reporting.\r\n\r\nPlease note, that the source data files for \"all\" config are different from the other configurations.\r\n\r\nThe \"all\" config contains the official Pile data files, from https://mystic.the-eye.eu/public/AI/pile/\r\nAll data examples contain a \"meta\" dict with a single \... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-03-08T09:30:49Z | https://github.com/huggingface/datasets/issues/3828 | {
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https://api.github.com/repos/huggingface/datasets/issues/3827/comments | https://api.github.com/repos/huggingface/datasets/issues/3827/timeline | 2022-03-07T12:37:51Z | null | null | PR_kwDODunzps4z95dj | closed | [] | false | 3,827 | {
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"gists_url"... | Remove deprecated `remove_columns` param in `filter` | https://api.github.com/repos/huggingface/datasets/issues/3827/events | null | https://api.github.com/repos/huggingface/datasets/issues/3827/labels{/name} | 2022-03-04T17:23:26Z | null | false | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3827). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | A leftover from #3803. | 2022-03-07T12:37:52Z | https://github.com/huggingface/datasets/pull/3827 | {
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https://api.github.com/repos/huggingface/datasets/issues/3826/comments | https://api.github.com/repos/huggingface/datasets/issues/3826/timeline | 2022-03-09T17:23:11Z | null | null | PR_kwDODunzps4z90JU | closed | [] | false | 3,826 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3826). All of your documentation changes will be reflected on that endpoint.",
"Indeed ! If `batch_size` is `None` or `<=0` then the full dataset should be passed. It's been mentioned in the docs for a while but never actually ... | https://api.github.com/repos/huggingface/datasets | MEMBER | _Needs https://github.com/huggingface/datasets/pull/3801 to be merged first_
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... | 2022-03-09T17:23:13Z | https://github.com/huggingface/datasets/pull/3826 | {
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https://api.github.com/repos/huggingface/datasets/issues/3825/comments | https://api.github.com/repos/huggingface/datasets/issues/3825/timeline | 2022-03-04T17:24:36Z | null | null | PR_kwDODunzps4z9p4b | closed | [] | false | 3,825 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3825). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | CC: @geohci | 2022-03-04T17:24:37Z | https://github.com/huggingface/datasets/pull/3825 | {
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https://api.github.com/repos/huggingface/datasets/issues/3824/comments | https://api.github.com/repos/huggingface/datasets/issues/3824/timeline | 2022-03-04T18:04:21Z | null | null | PR_kwDODunzps4z85SO | closed | [] | false | 3,824 | {
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"gists_url"... | Allow not specifying feature cols other than `predictions`/`references` in `Metric.compute` | https://api.github.com/repos/huggingface/datasets/issues/3824/events | null | https://api.github.com/repos/huggingface/datasets/issues/3824/labels{/name} | 2022-03-04T12:04:40Z | null | false | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3824). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #3818 | 2022-03-04T18:04:22Z | https://github.com/huggingface/datasets/pull/3824 | {
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https://api.github.com/repos/huggingface/datasets/issues/3823/comments | https://api.github.com/repos/huggingface/datasets/issues/3823/timeline | 2022-03-08T09:47:39Z | null | completed | I_kwDODunzps5FHIh0 | closed | [] | null | 3,823 | {
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"Hi @jacobbieker, thanks for reporting!\r\n\r\nI have transferred this issue to our Hub team and they are investigating it. I keep you informed. ",
"Hi @jacobbieker, we are investigating this issue on our side and we'll see if we can fix it, but please note that your repo is considered problematic for git. Here a... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-03-08T09:47:39Z | https://github.com/huggingface/datasets/issues/3823 | {
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https://api.github.com/repos/huggingface/datasets/issues/3822/comments | https://api.github.com/repos/huggingface/datasets/issues/3822/timeline | 2022-06-01T13:00:47Z | null | completed | I_kwDODunzps5FGvmQ | closed | [
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"Official dataset location : https://icu.ee.ethz.ch/research/datsets.html\r\nIn the \"Biwi Kinect Head Pose Database\" section, I do not find any information regarding \"Downloading the dataset.\" . Do we mail the authors regarding this ?\r\n\r\nI found the dataset on Kaggle : [Link](https://www.kaggle.com/kmader/b... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Adding a Dataset
- **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.
- ... | 2022-06-01T13:00:47Z | https://github.com/huggingface/datasets/issues/3822 | {
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https://api.github.com/repos/huggingface/datasets/issues/3821/comments | https://api.github.com/repos/huggingface/datasets/issues/3821/timeline | 2022-03-21T12:31:00Z | null | null | PR_kwDODunzps4z8O5J | closed | [] | false | 3,821 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I'm starting to generate the pre-processed data for some of the languages (for backward compatibility).\r\n\r\nOnce this merged, we will create the pre-processed data on the Hub under the Wikimedia namespace.",
"All steps have been... | https://api.github.com/repos/huggingface/datasets | MEMBER | 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]... | 2022-03-21T12:35:23Z | https://github.com/huggingface/datasets/pull/3821 | {
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"Hi @jon-tow, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nWe are planning to make a patch release today.\r\n\r\nIn the meantime, you can get this fix by installing o... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
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... | 2022-03-04T09:42:32Z | https://github.com/huggingface/datasets/issues/3820 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3819). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | cc: @lhoestq | 2022-03-04T13:07:41Z | https://github.com/huggingface/datasets/pull/3819 | {
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"Hi, thanks for reporting! We can add a `sources: datasets.Value(\"string\")` feature to the `Features` dict in the `SARI` script to fix this. Would you be interested in submitting a PR?",
"Hi Mario,\r\n\r\nThanks for your message. I did try to add `sources` into the `Features` dict using a script for the metric:... | https://api.github.com/repos/huggingface/datasets | NONE | **Is your feature request related to a problem? Please describe.**
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... | 2022-03-04T18:04:21Z | https://github.com/huggingface/datasets/issues/3818 | {
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"I think the script looks pretty clean and readable now! cool!\r\n"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | In #3736 we introduced one method to generate examples when streaming, that is different from the one when not streaming.
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... | 2022-03-04T14:51:48Z | https://github.com/huggingface/datasets/pull/3817 | {
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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... | 2022-03-03T18:06:37Z | https://github.com/huggingface/datasets/pull/3815 | {
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https://api.github.com/repos/huggingface/datasets/issues/3814/comments | https://api.github.com/repos/huggingface/datasets/issues/3814/timeline | 2022-03-03T16:37:43Z | null | null | PR_kwDODunzps4z5Zk4 | closed | [] | false | 3,814 | {
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"Looks like I added my comments while you were editing - sorry about that"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR fixes an issue introduced by #3575 where `None` values stored in PyArrow arrays/structs would get ignored by `cast_storage` or by the `pa.array(cast_to_python_objects(..))` pattern. To fix the former, it also bumps the minimal PyArrow version to v5.0.0 to use the `mask` param in `pa.SturctArray`.
| 2022-03-03T16:37:44Z | https://github.com/huggingface/datasets/pull/3814 | {
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https://api.github.com/repos/huggingface/datasets/issues/3813/comments | https://api.github.com/repos/huggingface/datasets/issues/3813/timeline | 2022-04-10T13:39:59Z | null | completed | I_kwDODunzps5FDOxr | closed | [
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"I would like to take this up and give it a shot. Any image specific - dataset guidelines to keep in mind ? Thank you.",
"#self-assign",
"I've started working on adding this dataset. I require some inputs on the following : \r\n\r\nRef for the initial draft [here](https://github.com/dnaveenr/datasets/blob/add_m... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Adding a Dataset
- **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/... | 2022-04-10T13:39:59Z | https://github.com/huggingface/datasets/issues/3813 | {
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https://api.github.com/repos/huggingface/datasets/issues/3812/comments | https://api.github.com/repos/huggingface/datasets/issues/3812/timeline | 2022-03-03T14:55:33Z | null | null | PR_kwDODunzps4z46C4 | closed | [] | false | 3,812 | {
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"I'm closing the PR since we're not going to merge it"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | # 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... | 2022-03-03T14:55:34Z | https://github.com/huggingface/datasets/pull/3812 | {
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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`. | 2022-03-03T10:44:30Z | https://github.com/huggingface/datasets/pull/3810 | {
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"Hi @muelletm, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nUntil our next `datasets` library release, you can get this fix by installing our library from the GitHub ... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-03-03T09:24:58Z | https://github.com/huggingface/datasets/issues/3809 | {
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"Ok - this is still an issue but I believe the root cause is different than I originally thought. I'm now able to get caching to work consistently with the above example as long as I fix the python hash seed `export PYTHONHASHSEED=1234`",
"Hi! \r\n\r\nYes, our hasher should work with decorators. For instance, thi... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-03-10T23:01:47Z | https://github.com/huggingface/datasets/issues/3808 | {
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"@albertvillanova here's a separate issue for a bug similar to #3792",
"Hi @afcruzs-ms, thanks for opening this separate issue for your problem.\r\n\r\nThe root problem in the other issue (#3792) was a change in the service of Google Drive.\r\n\r\nBut in your case, the `xcopa` dataset is not hosted on Google Driv... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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 ... | 2022-05-20T06:00:42Z | https://github.com/huggingface/datasets/issues/3807 | {
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Previously, Spanish had the same URL as Vietnamese data file. | 2022-03-03T08:38:17Z | https://github.com/huggingface/datasets/pull/3806 | {
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"Gently pinging @lhoestq",
"Hi ! Interresting :)\r\n\r\nCould you give more details on what kind of separators you would like to use instead ?",
"In my case, I just want to use `\\n` but not `U+2028`.",
"Ok I see, maybe there can be a `sep` parameter to allow users to specify what line/paragraph separator the... | https://api.github.com/repos/huggingface/datasets | NONE | **Is your feature request related to a problem? Please describe.**
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... | 2022-03-16T15:53:59Z | https://github.com/huggingface/datasets/issues/3804 | {
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* `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... | 2022-03-02T14:53:21Z | https://github.com/huggingface/datasets/pull/3803 | {
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"This is awesome ! The dataset card and the dataset script look amazing :)\r\n\r\nI wanted to ask you if you'd be interested to have this dataset under the namespace of you research group at https://huggingface.co/coastalcph ? If yes, then you can actually create a dataset repository under your research group name ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR |
**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... | 2022-03-02T15:21:10Z | https://github.com/huggingface/datasets/pull/3802 | {
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"Right ! Will add it in another PR :)"
] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently the datasets in streaming mode and in non-streaming mode have two distinct API for `map` processing.
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**
In particular, `Dataset.ma... | 2022-03-07T16:30:30Z | https://github.com/huggingface/datasets/pull/3801 | {
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"@lhoestq - if you could take a final review here this would be great (if you have 5min :-) ) ",
"Don't think the failures are related but not 100% sure",
"Yes the CI fail is unrelated - you can ignore it"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | **Added datasets (TODO)**:
- [x] MLS
- [x] Covost2
- [x] Minds-14
- [x] Voxpopuli
- [x] FLoRes (need data)
**Metrics**: Done | 2022-03-16T14:40:29Z | https://github.com/huggingface/datasets/pull/3799 | {
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"gists_url"... | Fix error message in CSV loader for newer Pandas versions | https://api.github.com/repos/huggingface/datasets/issues/3798/events | null | https://api.github.com/repos/huggingface/datasets/issues/3798/labels{/name} | 2022-02-28T18:24:10Z | null | false | null | {
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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: @... | 2022-02-28T18:51:39Z | https://github.com/huggingface/datasets/pull/3798 | {
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"same issue. downgrade it to a lower version.",
"Thanks for reporting, I'll take a look tomorrow :)"
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-03-21T14:36:12Z | https://github.com/huggingface/datasets/issues/3795 | {
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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... | 2022-03-02T14:46:15Z | https://github.com/huggingface/datasets/pull/3794 | {
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"It seems like the doc can't be compiled right now because of the following:\r\n\r\n```\r\nTraceback (most recent call last):\r\n File \"/usr/local/bin/doc-builder\", line 33, in <module>\r\n sys.exit(load_entry_point('doc-builder', 'console_scripts', 'doc-builder')())\r\n File \"/__w/datasets/datasets/doc-bui... | https://api.github.com/repos/huggingface/datasets | MEMBER | Removes the need to have a self-hosted runner for the dev documentation | 2022-03-01T15:55:29Z | https://github.com/huggingface/datasets/pull/3793 | {
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"Same issue with `dataset = load_dataset(\"dbpedia_14\")`\r\n```\r\nNonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://drive.google.com/uc?export=download&id=0Bz8a_Dbh9QhbQ2Vic1kxMmZZQ1k']",
"I think this is a side-effect of #3787. The checksums won't match because the URLs ha... | https://api.github.com/repos/huggingface/datasets | NONE | ## Dataset viewer issue for 'wiki_lingua*'
**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... | 2022-10-12T13:33:26Z | https://github.com/huggingface/datasets/issues/3792 | {
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"I think we're only missing the hosted runner to be configured for this repository and we should be good",
"Regarding the self-hosted runner, I actually encourage using the approach defined here: https://github.com/huggingface/transformers/pull/15710, which doesn't leverage a self-hosted runner. This prevents que... | https://api.github.com/repos/huggingface/datasets | MEMBER | I added the three scripts:
- 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... | 2022-03-01T15:55:42Z | https://github.com/huggingface/datasets/pull/3790 | {
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"Do you think we have a dedicated branch for all the changes we want to do to wikipedia ? Then once everything looks good + we have preprocessed the main languages, we can merge it on the `master` branch",
"Yes, @lhoestq, I agree with you.\r\n\r\nI have just created the dedicated branch [`update-wikipedia`](https... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR adds the URL field, so that we conform to proper attribution, required by their license: provide credit to the authors by including a hyperlink (where possible) or URL to the page or pages you are re-using.
About the conversion from title to URL, I found that apart from replacing blanks with underscores, som... | 2022-03-04T08:24:24Z | https://github.com/huggingface/datasets/pull/3789 | {
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"I see two options:\r\n1. drop the \"dev\" keyword since it can be considered too generic\r\n2. improve the pattern to something more reasonable, e.g. asking for a separator before and after \"dev\"\r\n```python\r\n[\"*[ ._-]dev[ ._-]*\", \"dev[ ._-]*\"]\r\n```\r\n\r\nI think 2. is nice. If we agree on this one we ... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
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`. | 2022-02-28T11:22:22Z | https://github.com/huggingface/datasets/issues/3788 | {
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"Thanks for this @albertvillanova!",
"Once this PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previous... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR fixes, in the datasets library instead of in every specific dataset, the issue of downloading the Virus scan warning page instead of the actual data file for Google Drive URLs.
Fix #3786, fix #3784. | 2022-03-04T20:43:32Z | https://github.com/huggingface/datasets/pull/3787 | {
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"Once the PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previously tried to load the data and got the ch... | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
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
| 2022-03-03T09:25:59Z | https://github.com/huggingface/datasets/issues/3786 | {
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"Thank you, @albertvillanova!",
"Got it. Thanks for explaining this, @albertvillanova!\r\n\r\n> On the other hand, the tests are not passing because the dummy data should also be fixed. Once done, this PR will be able to be merged into master.\r\n\r\nWill do this 👍",
"Hi ! I think we need to fix the issue for ... | https://api.github.com/repos/huggingface/datasets | NONE | 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... | 2022-03-03T16:43:47Z | https://github.com/huggingface/datasets/pull/3785 | {
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"#self-assign",
"@AngadSethi thanks for reporting and thanks for your PR!",
"Glad to help @albertvillanova! Just fine-tuning the PR, will comment once I am able to get it up and running 😀",
"Fixed by:\r\n- #3787"
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-03-03T14:05:17Z | https://github.com/huggingface/datasets/issues/3784 | {
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"@mariosasko it was indeed while reading that PR, that I remembered this change I wanted to do long ago... 😉"
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"Hi ! Thanks for reporting, indeed `disable_nullable` doesn't seem to be supported in this case. Maybe at one point we can have `disable_nullable` as a parameter of certain feature types"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## 1. Case
```
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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"Hello! I added the tags and created a PR. Just to note, regarding the paperswithcode_id tag, that currently has the value \"reddit\"; the dataset described as reddit in paperswithcode is https://paperswithcode.com/dataset/reddit and it isn't the Webis-tldr-17. I could not find Webis-tldr-17 in paperswithcode neith... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | The changes proposed are based on the "TL;DR: Mining Reddit to Learn Automatic Summarization" paper & https://zenodo.org/record/1043504#.YhaKHpbQC38
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.
The task at which t... | 2022-02-28T18:00:40Z | https://github.com/huggingface/datasets/pull/3781 | {
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"Hi @Darshan2104, thanks for reporting.\r\n\r\nPlease note that at Hugging Face we do not host the data of this dataset, but just a loading script pointing to the host of the data owners.\r\n\r\nApparently the data owners changed their data host server. After googling it, I found their new website at: https://lil.n... | https://api.github.com/repos/huggingface/datasets | NONE | Hello,
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... | 2022-02-23T17:05:04Z | https://github.com/huggingface/datasets/issues/3778 | {
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"I'm not sure if the documentation explains why the dataset identifiers might have a namespace or not (the user/org): 'glue' vs 'severo/glue'. Do you think we should explain it, and relate it to the GitHub/Hub distinction?",
"> I'm not sure if the documentation explains why the dataset identifiers might have a na... | https://api.github.com/repos/huggingface/datasets | MEMBER | I updated the source code and the documentation to start removing the "canonical datasets" logic.
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 ... | 2022-02-24T15:04:37Z | https://github.com/huggingface/datasets/pull/3777 | {
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"Hi @jvanz, thank you for your proposal.\r\n\r\nIn fact, we are aware that it is very common the problem you mention. Because of that, we are currently working in implementing a new version of wikipedia on the Hub, with all data preprocessed (no need to use Apache Beam), from where you will be able to use `data_fil... | https://api.github.com/repos/huggingface/datasets | NONE | **Is your feature request related to a problem? Please describe.**
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... | 2022-02-22T14:50:02Z | https://github.com/huggingface/datasets/issues/3776 | {
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"I think it actually comes from an issue here:\r\n\r\nhttps://github.com/huggingface/datasets/blob/810b12f763f5cf02f2e43565b8890d278b7398cd/src/datasets/utils/file_utils.py#L575-L579\r\n\r\nand \r\n\r\nhttps://github.com/huggingface/datasets/blob/810b12f763f5cf02f2e43565b8890d278b7398cd/src/datasets/utils/streaming... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Reported on the forum: https://discuss.huggingface.co/t/error-loading-dataset/14999 | 2022-02-28T11:35:24Z | https://github.com/huggingface/datasets/pull/3775 | {
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"Thanks for reporting, @anna-kay. We are fixing it.",
"@albertvillanova Thank you for the fast response! However I am still getting the same error:\r\n\r\nDownloading: 2.23kB [00:00, ?B/s]\r\nTraceback (most recent call last):\r\n File \"C:\\Users\\Anna\\PycharmProjects\\summarization\\main.py\", line 17, in <mo... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
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 "... | 2022-02-25T19:27:49Z | https://github.com/huggingface/datasets/issues/3773 | {
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"Thanks for reporting, @kolk.\r\n\r\nWe are fixing it. "
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
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... | 2022-02-22T08:12:39Z | https://github.com/huggingface/datasets/issues/3770 | {
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"Hi ! Indeed `map` is dropping the index right now, because one can create a dataset with more or fewer rows using `map` (and therefore the index might not be relevant anymore)\r\n\r\nI guess we could check the resulting dataset length, and if the user hasn't changed the dataset size we could keep the index, what d... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-06-27T14:56:29Z | https://github.com/huggingface/datasets/issues/3769 | {
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"Oh, this URL shouldn't be updated to the tagging app as it's actually used for creating the README - closing this."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR updates the URL for the tagging app to be the one on Spaces. | 2022-02-20T20:36:10Z | https://github.com/huggingface/datasets/pull/3765 | {
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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
| 2022-02-21T08:55:58Z | https://github.com/huggingface/datasets/issues/3764 | {
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"Hi @jvanz, thanks for reporting.\r\n\r\nPlease note that Wikimedia website does not longer host Wikipedia dumps for so old dates.\r\n\r\nFor a list of accessible dump dates of `pt` Wikipedia, please see: https://dumps.wikimedia.org/ptwiki/\r\n\r\nYou can load for example `20220220` `pt` Wikipedia:\r\n```python\r\n... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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... | 2022-02-21T12:06:12Z | https://github.com/huggingface/datasets/issues/3763 | {
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"Hi @Dref360, thanks a lot for your proposal.\r\n\r\nIt totally makes sense to have more flexibility when class encoding, I agree.\r\n\r\nYou could even further customize the class encoding by passing an instance of `ClassLabel` itself (instead of replicating `ClassLabel` instantiation arguments as `Dataset.class_e... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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... | 2022-02-21T12:16:35Z | https://github.com/huggingface/datasets/issues/3762 | {
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"Hi @Muhtasham you should take a look at https://huggingface.co/blog/data-measurements-tool and accompanying demo app at https://huggingface.co/spaces/huggingface/data-measurements-tool\r\n\r\nWe would be interested in your feedback. cc @meg-huggingface @sashavor @yjernite "
] | https://api.github.com/repos/huggingface/datasets | NONE | **Is your feature request related to a problem? Please describe.**
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 | 2022-02-21T14:15:23Z | https://github.com/huggingface/datasets/issues/3761 | {
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"Hi @kingabzpro.\r\n\r\nI think you need to create a loading script that creates the dataset from the CSV file and the image paths.\r\n\r\nAs example, you could have a look at the Food-101 dataset: https://huggingface.co/datasets/food101\r\n- Loading script: https://huggingface.co/datasets/food101/blob/main/food101... | https://api.github.com/repos/huggingface/datasets | NONE | ## Dataset viewer issue for '*savtadepth-flags*'
**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... | 2022-03-22T07:12:11Z | https://github.com/huggingface/datasets/issues/3760 | {
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"Thanks! Used here: https://github.com/huggingface/datasets-preview-backend/blob/main/src/datasets_preview_backend/models/dataset.py#L26 :) "
] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR:
- Renames `GenerateMode` to `DownloadMode`
- Implements `DeprecatedEnum`
- Deprecates `GenerateMode`
Close #769. | 2022-02-22T13:57:24Z | https://github.com/huggingface/datasets/pull/3759 | {
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"We usually find issues with files hosted at Google Drive...\r\n\r\nIn this case we download the Google Drive Virus scan warning instead of the data file.",
"Fixed: https://huggingface.co/datasets/head_qa/viewer/en/train. Thanks\r\n\r\n<img width=\"1551\" alt=\"Capture d’écran 2022-02-28 à 15 29 04\" src=\"http... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
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... | 2022-02-28T14:29:18Z | https://github.com/huggingface/datasets/issues/3758 | {
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"Awesome thank you ! The implementation of the parent `Metric` class was assuming that all metrics were supposed to have references/predictions pairs - I just changed that so you don't have to override `compute()`. I took the liberty of doing the changes directly inside this PR to make sure it works as expected wit... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Adding perplexity metric
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... | 2022-02-25T17:13:34Z | https://github.com/huggingface/datasets/pull/3757 | {
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https://api.github.com/repos/huggingface/datasets/issues/3756/comments | https://api.github.com/repos/huggingface/datasets/issues/3756/timeline | 2022-12-13T16:59:06Z | null | completed | I_kwDODunzps5EJPlh | closed | [
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"gists_url": "https:/... | Images get decoded when using `map()` with `input_columns` argument on a dataset | https://api.github.com/repos/huggingface/datasets/issues/3756/events | null | https://api.github.com/repos/huggingface/datasets/issues/3756/labels{/name} | 2022-02-18T15:35:38Z | null | false | {
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"Hi! If I'm not mistaken, this behavior is intentional, but I agree it could be more intuitive.\r\n\r\n@albertvillanova Do you remember why you decided not to decode columns in the `Audio` feature PR when `input_columns` is not `None`? IMO we should decode those columns, and we don't even have to use lazy structure... | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
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.
However, when calling `map()` and setting a specific data column with the `input_columns` argument, the image ... | 2022-12-13T16:59:06Z | https://github.com/huggingface/datasets/issues/3756 | {
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"Thanks for reporting. The dataset viewer depends on some backend treatments, and for now, they might take some hours to get processed. We're working on improving it.",
"It has finally been processed. Thanks for the patience.",
"Thanks for the info @severo !"
] | https://api.github.com/repos/huggingface/datasets | NONE | ## Dataset viewer issue for '*rubrix/news*'
**Link:https://huggingface.co/datasets/rubrix/news** *link to the dataset viewer page*
Cannot see the dataset preview:
```
Status code: 400
Exception: Status400Error
Message: Not found. Cache is waiting to be refreshed.
```
Am I the one who added thi... | 2022-02-19T14:30:28Z | https://github.com/huggingface/datasets/issues/3755 | {
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https://api.github.com/repos/huggingface/datasets/issues/3754/comments | https://api.github.com/repos/huggingface/datasets/issues/3754/timeline | 2022-02-18T11:38:23Z | null | completed | I_kwDODunzps5EHxCI | closed | [] | null | 3,754 | {
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"gists_url": "https:/... | Overflowing indices in `select` | https://api.github.com/repos/huggingface/datasets/issues/3754/events | null | https://api.github.com/repos/huggingface/datasets/issues/3754/labels{/name} | 2022-02-18T11:30:52Z | null | false | null | null | 1,142,886,536 | [
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"Fixed on master (see https://github.com/huggingface/datasets/pull/3719).",
"Awesome, I did not find that one! Thanks."
] | https://api.github.com/repos/huggingface/datasets | MEMBER | ## Describe the bug
The `Dataset.select` function seems to accept indices that are larger than the dataset size and seems to effectively use `index %len(ds)`.
## Steps to reproduce the bug
```python
from datasets import Dataset
ds = Dataset.from_dict({"test": [1,2,3]})
ds = ds.select(range(5))
print(ds)
p... | 2022-02-18T11:38:23Z | https://github.com/huggingface/datasets/issues/3754 | {
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"Related to: https://github.com/huggingface/datasets/issues/3444",
"Cool ! `filter` will be very useful. There can be a filter that you can apply on a streaming dataset:\r\n```python\r\nload_dataset(..., streaming=True).filter(lambda x: x[\"lang\"] == \"sw\")\r\n```\r\n\r\nOtherwise if you want to apply a filter ... | https://api.github.com/repos/huggingface/datasets | MEMBER | Some ideas for a few features that could be useful when working with large datasets in streaming mode.
## `filter` for `IterableDataset`
Adding filtering to streaming datasets would be useful in several scenarios:
- filter a dataset with many languages for a subset of languages
- filter a dataset for specific li... | 2022-05-03T14:22:38Z | https://github.com/huggingface/datasets/issues/3753 | {
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https://api.github.com/repos/huggingface/datasets/issues/3752/comments | https://api.github.com/repos/huggingface/datasets/issues/3752/timeline | 2022-02-18T14:56:11Z | null | null | PR_kwDODunzps4zD1D9 | closed | [] | false | 3,752 | {
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Fix #3750. | 2022-02-18T14:56:12Z | https://github.com/huggingface/datasets/pull/3752 | {
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```
| Tain | Valid | Test |
```
This PR:
- fixes the typo in the train split name
- fixes the column alignment of the split tables
in the README guide and in all datasets. | 2022-02-18T14:28:52Z | https://github.com/huggingface/datasets/pull/3751 | {
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