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- **Name:** text, json, csv
- **Description:** I am developing a customized dataset loading script. The problem is mainly about my custom dataset is seperate into many files and I only find a dataset loading template in [https://github.com/huggingface/datasets/blob/1.2.1/datasets/json/json.py](ht... | {
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After commit 9353fc863d0c99ab0427f83cc5a4f04fcf52f1df, the CI fails on Windows with FileNotFoundError when stting up s3_base fixture. See: https://app.circleci.com/pipelines/github/huggingface/datasets/8151/workflows/5db8d154-badd-4d3d-b202-ca7a318997a2/jobs/50321
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] | 2021-10-13T02:00:50Z | 2021-10-13T09:25:56Z | 2021-10-13T09:25:54Z | CONTRIBUTOR | null | Increase streaming config parameters:
* retry interval set to 5 seconds
* max retries set to 20 (so 1mn 40s) | {
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It was already implemented in the regular DownloadManager.
Now it can be used to stream from TAR archives as mentioned in https://github.com/huggingface/datasets/issues/2829
I also updated the `food101` dataset as an example.
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Right now there are few hiccups using `interleave_datasets`. Interleaved dataset iterates until the smallest dataset completes it's iterator. In this way larger datasets may not complete full epoch of iteration.
It creates new problems in calculation... | {
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The issue appears only on windows with asyncio. On Linux it works. With requests it works as well. And with the production environment huggingface.co it also works.
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] | 2021-10-11T20:49:49Z | 2021-10-22T09:34:10Z | null | NONE | null | **A clear and concise description of what you want to happen.**
It would be so nice to be able to nest HuggingFace `Datasets.map() ` progress bars in the grander scheme of things and whilst we're at it why not other functions.
**Describe alternatives you've considered**
By the way is there not a way to directl... | {
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https://api.github.com/repos/huggingface/datasets/issues/3060 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3060/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3060/comments | https://api.github.com/repos/huggingface/datasets/issues/3060/events | https://github.com/huggingface/datasets/issues/3060 | 1,022,936,396 | I_kwDODunzps48-MVM | 3,060 | load_dataset('openwebtext') yields "Compressed file ended before the end-of-stream marker was reached" | {
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] | 2021-10-11T17:05:27Z | 2021-10-28T05:52:21Z | 2021-10-28T05:52:21Z | NONE | null | ## Describe the bug
When I try `load_dataset('openwebtext')`, I receive a "EOFError: Compressed file ended before the end-of-stream marker was reached" error.
## Steps to reproduce the bug
```
from datasets import load_dataset
dataset = load_dataset('openwebtext')
```
## Expected results
I expect the `datas... | {
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https://api.github.com/repos/huggingface/datasets/issues/3059 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3059/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3059/comments | https://api.github.com/repos/huggingface/datasets/issues/3059/events | https://github.com/huggingface/datasets/pull/3059 | 1,022,620,057 | PR_kwDODunzps4tA54w | 3,059 | Fix task reloading from cache | {
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] | 2021-10-11T12:03:04Z | 2021-10-11T12:23:39Z | 2021-10-11T12:23:39Z | MEMBER | null | When reloading a dataset from the cache when doing `map`, the tasks templates were kept instead of being updated regarding the output of the `map` function. This is an issue because we drop the tasks templates that are not compatible anymore after `map`, for example if a column of the template was removed.
This PR f... | {
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https://api.github.com/repos/huggingface/datasets/issues/3058 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3058/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3058/comments | https://api.github.com/repos/huggingface/datasets/issues/3058/events | https://github.com/huggingface/datasets/issues/3058 | 1,022,612,664 | I_kwDODunzps4889S4 | 3,058 | Dataset wikipedia and Bookcorpusopen cannot be fetched from dataloader. | {
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] | 2021-10-11T11:54:59Z | 2022-01-19T14:03:49Z | 2022-01-19T14:03:49Z | NONE | null | ## Describe the bug
I have used the previous version of `transformers` and `datasets`. The dataset `wikipedia` can be successfully used. Recently, I upgrade them to the newest version and find it raises errors. I also tried other datasets. The `wikitext` works and the `bookcorpusopen` raises the same errors as `wikipe... | {
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https://api.github.com/repos/huggingface/datasets/issues/3057 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3057/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3057/comments | https://api.github.com/repos/huggingface/datasets/issues/3057/events | https://github.com/huggingface/datasets/issues/3057 | 1,022,508,315 | I_kwDODunzps488j0b | 3,057 | Error in per class precision computation | {
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] | 2021-10-11T10:05:19Z | 2021-10-11T10:17:44Z | 2021-10-11T10:16:16Z | NONE | null | ## Describe the bug
When trying to get the per class precision values by providing `average=None`, following error is thrown `ValueError: can only convert an array of size 1 to a Python scalar`
## Steps to reproduce the bug
```python
from datasets import load_dataset, load_metric
precision_metric = load_metric("... | {
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https://api.github.com/repos/huggingface/datasets/issues/3056 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3056/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3056/comments | https://api.github.com/repos/huggingface/datasets/issues/3056/events | https://github.com/huggingface/datasets/pull/3056 | 1,022,345,564 | PR_kwDODunzps4tAB9h | 3,056 | Fix meteor metric for version >= 3.6.4 | {
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] | 2021-10-11T07:11:44Z | 2021-10-11T07:29:20Z | 2021-10-11T07:29:19Z | MEMBER | null | After `nltk` update, the meteor metric expects pre-tokenized inputs (breaking change).
This PR fixes this issue, while maintaining compatibility with older versions. | {
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] | 2021-10-11T06:37:12Z | 2021-10-11T07:30:31Z | 2021-10-11T07:30:31Z | MEMBER | null | ## Describe the bug
CI test suite fails: https://app.circleci.com/pipelines/github/huggingface/datasets/8110/workflows/f059ba43-9154-4632-bebb-82318447ddc9/jobs/50010
Stack trace:
```
___________________ LocalMetricTest.test_load_metric_meteor ____________________
[gw1] linux -- Python 3.6.15 /home/circleci/.pye... | {
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https://api.github.com/repos/huggingface/datasets/issues/3054 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3054/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3054/comments | https://api.github.com/repos/huggingface/datasets/issues/3054/events | https://github.com/huggingface/datasets/pull/3054 | 1,022,108,186 | PR_kwDODunzps4s_TmE | 3,054 | Update Biosses | {
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] | 2021-10-10T22:25:12Z | 2021-10-13T09:04:27Z | 2021-10-13T09:04:27Z | CONTRIBUTOR | null | Fix variable naming | {
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] | 2021-10-10T19:55:21Z | 2023-02-24T14:02:20Z | 2023-02-24T14:02:20Z | NONE | null | ## Describe the bug
When loading `the_pile_openwebtext2`, we get the error `pyarrow.lib.ArrowInvalid: Value 2111 too large to fit in C integer type`
## Steps to reproduce the bug
```python
import datasets
ds = datasets.load_dataset('the_pile_openwebtext2')
```
## Expected results
Should download the dataset... | {
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https://api.github.com/repos/huggingface/datasets/issues/3052 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3052/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3052/comments | https://api.github.com/repos/huggingface/datasets/issues/3052/events | https://github.com/huggingface/datasets/issues/3052 | 1,021,944,435 | I_kwDODunzps486aJz | 3,052 | load_dataset cannot download the data and hangs on forever if cache dir specified | {
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] | 2021-10-10T10:31:36Z | 2021-10-11T10:57:09Z | 2021-10-11T10:56:36Z | NONE | null | ## Describe the bug
After updating datasets, a code that ran just fine for ages began to fail. Specifying _datasets.load_dataset_'s _cache_dir_ optional argument on Windows 10 machine results in data download to hang on forever. Same call without cache_dir works just fine. Surprisingly exact same code just runs perfec... | {
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] | 2021-10-10T01:32:43Z | 2022-03-15T15:54:26Z | 2022-03-15T15:54:26Z | NONE | null | ## Describe the bug
When I try loading the crd3 dataset (https://huggingface.co/datasets/crd3), an error is thrown.
## Steps to reproduce the bug
```python
dataset = load_dataset('crd3', split='train')
```
## Expected results
I expect no error to be thrown.
## Actual results
A non-matching checksum err... | {
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https://api.github.com/repos/huggingface/datasets/issues/3050 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3050/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3050/comments | https://api.github.com/repos/huggingface/datasets/issues/3050/events | https://github.com/huggingface/datasets/pull/3050 | 1,021,772,622 | PR_kwDODunzps4s-anK | 3,050 | Fix streaming: catch Timeout error | {
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fix #3049 | {
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] | 2021-10-09T18:06:51Z | 2021-10-11T09:35:38Z | 2021-10-11T09:35:38Z | CONTRIBUTOR | null | ## Describe the bug
I got a TimeoutError after streaming for about 10h.
## Steps to reproduce the bug
Very long code but we could do a test of streaming indefinitely data, though error may take a while to appear.
## Expected results
This error was not expected in the code which considers only `ClientError` but... | {
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https://api.github.com/repos/huggingface/datasets/issues/3048 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3048/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3048/comments | https://api.github.com/repos/huggingface/datasets/issues/3048/events | https://github.com/huggingface/datasets/issues/3048 | 1,021,765,661 | I_kwDODunzps485ugd | 3,048 | Identify which shard data belongs to | {
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] | 2021-10-09T17:46:35Z | 2021-10-09T20:24:17Z | null | CONTRIBUTOR | null | **Is your feature request related to a problem? Please describe.**
I'm training on a large dataset made of multiple sub-datasets.
During training I can observe some jumps in loss which may correspond to different shards.
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Yes, I know, that description sucks. So the problem is arising in the course when we build a masked language modeling dataset using the IMDB dataset. To reproduce (or try since it's a bit fickle).
Create a dataset for masled-language modeling from the IMDB dataset.
```python
from datasets ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3045 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3045/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3045/comments | https://api.github.com/repos/huggingface/datasets/issues/3045/events | https://github.com/huggingface/datasets/pull/3045 | 1,020,968,704 | PR_kwDODunzps4s8B2b | 3,045 | Fix inconsistent caching behaviour in Dataset.map() with multiprocessing #3044 | {
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1. A rough unit test that fails without the fix. It probably doesn't comply with your code standards, but that just to draft the idea.
2. A one liner fix | {
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Caching does not work when using `Dataset.map()` with:
1. a function that cannot be deterministically fingerprinted
2. `num_proc>1`
3. using a custom fingerprint set with the argument `new_fingerprint`.
This means that the dataset will be mapped with the function for each and every call, w... | {
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] | 2021-10-07T16:43:43Z | 2022-01-20T16:50:47Z | 2022-01-20T16:50:47Z | MEMBER | null | ## Adding a Dataset
- **Name:** PASS
- **Description:** An ImageNet replacement for self-supervised pretraining without humans
- **Data:** https://www.robots.ox.ac.uk/~vgg/research/pass/ https://github.com/yukimasano/PASS
Instructions to add a new dataset can be found [here](https://github.com/huggingface/dataset... | {
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- adding optional credentials for remote elasticsearch server
- enabling sample update in index
- upgrade the elasticsearch 7.10.1 python client
- adding ElasticsearchBulider to instantiate a dataset from an index and a filtering query | {
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#2986 did a refactor of the data files resolver. I added authentication to it.
I also improved it to glob inside ZIP archives to look for json/... | {
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] | 2021-10-06T17:08:47Z | 2021-11-02T15:41:08Z | 2021-11-02T15:41:08Z | CONTRIBUTOR | null | ## Describe the bug
When only keeping a dummy size of a dataset (say the first 100 samples), and then saving it to disk to upload it in the following to the hub for easy demo/use - not just the small dataset is saved but the whole dataset with an indices file. The problem with this is that the dataset is still very... | {
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https://api.github.com/repos/huggingface/datasets/issues/3039 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3039/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3039/comments | https://api.github.com/repos/huggingface/datasets/issues/3039/events | https://github.com/huggingface/datasets/pull/3039 | 1,018,219,800 | PR_kwDODunzps4sy_J- | 3,039 | Add sberquad dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/3038 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3038/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3038/comments | https://api.github.com/repos/huggingface/datasets/issues/3038/events | https://github.com/huggingface/datasets/pull/3038 | 1,018,113,499 | PR_kwDODunzps4syno_ | 3,038 | add sberquad dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/3037 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3037/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3037/comments | https://api.github.com/repos/huggingface/datasets/issues/3037/events | https://github.com/huggingface/datasets/pull/3037 | 1,018,091,919 | PR_kwDODunzps4syi15 | 3,037 | SberQuad | {
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https://api.github.com/repos/huggingface/datasets/issues/3036 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3036/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3036/comments | https://api.github.com/repos/huggingface/datasets/issues/3036/events | https://github.com/huggingface/datasets/issues/3036 | 1,017,687,944 | I_kwDODunzps48qK-I | 3,036 | Protect master branch to force contributions via Pull Requests | {
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] | 2021-10-06T07:34:17Z | 2021-10-07T06:51:47Z | 2021-10-07T06:49:52Z | MEMBER | null | In order to have a clearer Git history in the master branch, I propose to protect it so that all contributions must be done through a Pull Request and no direct commits to master are allowed.
- The Pull Request allows to give context, discuss any potential issues and improve the quality of the contribution
- The Pull... | {
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https://api.github.com/repos/huggingface/datasets/issues/3035 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3035/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3035/comments | https://api.github.com/repos/huggingface/datasets/issues/3035/events | https://github.com/huggingface/datasets/issues/3035 | 1,016,770,071 | I_kwDODunzps48mq4X | 3,035 | `load_dataset` does not work with uploaded arrow file | {
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] | 2021-10-05T20:15:10Z | 2021-10-06T17:01:37Z | null | CONTRIBUTOR | null | ## Describe the bug
I've preprocessed and uploaded a dataset here: https://huggingface.co/datasets/ami-wav2vec2/ami_headset_single_preprocessed . The dataset is in `.arrow` format.
The dataset can correctly be loaded when doing:
```bash
git lfs install
git clone https://huggingface.co/datasets/ami-wav2vec2/a... | {
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https://api.github.com/repos/huggingface/datasets/issues/3034 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3034/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3034/comments | https://api.github.com/repos/huggingface/datasets/issues/3034/events | https://github.com/huggingface/datasets/issues/3034 | 1,016,759,202 | I_kwDODunzps48moOi | 3,034 | Errors loading dataset using fs = a gcsfs.GCSFileSystem | {
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] | 2021-10-05T20:07:08Z | 2021-10-05T20:26:39Z | null | NONE | null | ## Describe the bug
Cannot load dataset using a `gcsfs.GCSFileSystem`. I'm not sure if this should be a bug in `gcsfs` or here...
Basically what seems to be happening is that since datasets saves datasets as folders and folders aren't "real objects" in gcs, gcsfs raises a 404 error. There are workarounds if you... | {
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https://api.github.com/repos/huggingface/datasets/issues/3033 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3033/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3033/comments | https://api.github.com/repos/huggingface/datasets/issues/3033/events | https://github.com/huggingface/datasets/pull/3033 | 1,016,619,572 | PR_kwDODunzps4std7u | 3,033 | Actual "proper" install of ruamel.yaml in the windows CI | {
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] | 2021-10-05T17:52:07Z | 2021-10-05T17:54:57Z | 2021-10-05T17:54:57Z | MEMBER | null | It was impossible to update the package directly with `pip`. Indeed it was installed with `distutils` which prevents `pip` or `conda` to uninstall it.
I had to `rm` a directory from the `site-packages` python directory, and then do `pip install ruamel.yaml`
It's not that "proper" but I couldn't find better soluti... | {
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https://api.github.com/repos/huggingface/datasets/issues/3032 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3032/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3032/comments | https://api.github.com/repos/huggingface/datasets/issues/3032/events | https://github.com/huggingface/datasets/issues/3032 | 1,016,488,475 | I_kwDODunzps48lmIb | 3,032 | Error when loading private dataset with "data_files" arg | {
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A clear and concise description of what the bug is.
Private datasets with no loading script can't be loaded using `data_files` parameter.
## Steps to reproduce the bug
```python
from datasets import load_dataset
data_files = {"train": "**/train/*/*.jsonl", "valid": "**/valid/*/*.jsonl"}
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https://api.github.com/repos/huggingface/datasets/issues/3031 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3031/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3031/comments | https://api.github.com/repos/huggingface/datasets/issues/3031/events | https://github.com/huggingface/datasets/pull/3031 | 1,016,458,496 | PR_kwDODunzps4ss9jn | 3,031 | Align tqdm control with cache control | {
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https://api.github.com/repos/huggingface/datasets/issues/3030 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3030/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3030/comments | https://api.github.com/repos/huggingface/datasets/issues/3030/events | https://github.com/huggingface/datasets/pull/3030 | 1,016,435,324 | PR_kwDODunzps4ss41W | 3,030 | Add `remove_columns` to `IterableDataset` | {
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WIP
* Not tested yet.
* We might want to allow batched remove for efficiency.
@lhoestq Do you think it should have `batched=` and `batch_size=`? | {
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https://github.com/google-research-datasets/natural-questions/blob/master/nq_open/NQ-open.efficientqa.dev.1.1.sample.jsonl
However, that's the dev set used specifically and only for the efficientqa competition, and it's not the same dev set as is ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3028 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3028/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3028/comments | https://api.github.com/repos/huggingface/datasets/issues/3028/events | https://github.com/huggingface/datasets/pull/3028 | 1,016,230,272 | PR_kwDODunzps4ssO4s | 3,028 | Properly install ruamel-yaml for windows CI | {
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https://api.github.com/repos/huggingface/datasets/issues/3027 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3027/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3027/comments | https://api.github.com/repos/huggingface/datasets/issues/3027/events | https://github.com/huggingface/datasets/issues/3027 | 1,016,150,117 | I_kwDODunzps48kThl | 3,027 | Resolve data_files by split name | {
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] | 2021-10-05T10:24:36Z | 2021-11-05T17:49:58Z | 2021-11-05T17:49:57Z | MEMBER | null | This issue is about discussing the default behavior when someone loads a dataset that consists in data files. For example:
```python
load_dataset("lhoestq/demo1")
```
should return two splits "train" and "test" since the dataset repostiory is like
```
data/
├── train.csv
└── test.csv
```
Currently it returns ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3026 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3026/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3026/comments | https://api.github.com/repos/huggingface/datasets/issues/3026/events | https://github.com/huggingface/datasets/pull/3026 | 1,016,067,794 | PR_kwDODunzps4srtyc | 3,026 | added arxiv paper inswiss_judgment_prediction dataset card | {
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https://api.github.com/repos/huggingface/datasets/issues/3025 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3025/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3025/comments | https://api.github.com/repos/huggingface/datasets/issues/3025/events | https://github.com/huggingface/datasets/pull/3025 | 1,016,061,222 | PR_kwDODunzps4srsgG | 3,025 | Fix Windows test suite | {
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Fix #3024. | {
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] | 2021-10-05T08:46:46Z | 2021-10-05T09:58:27Z | 2021-10-05T09:58:27Z | MEMBER | null | ## Describe the bug
There is an error during installation of tests dependencies for Windows: https://app.circleci.com/pipelines/github/huggingface/datasets/7981/workflows/9b6a0114-2b8e-4069-94e5-e844dbbdba4e/jobs/49206
```
ERROR: Cannot uninstall 'ruamel-yaml'. It is a distutils installed project and thus we can... | {
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https://api.github.com/repos/huggingface/datasets/issues/3023 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3023/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3023/comments | https://api.github.com/repos/huggingface/datasets/issues/3023/events | https://github.com/huggingface/datasets/pull/3023 | 1,015,923,031 | PR_kwDODunzps4srQ4i | 3,023 | Fix typo | {
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https://api.github.com/repos/huggingface/datasets/issues/3022 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3022/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3022/comments | https://api.github.com/repos/huggingface/datasets/issues/3022/events | https://github.com/huggingface/datasets/pull/3022 | 1,015,750,221 | PR_kwDODunzps4sqve6 | 3,022 | MeDAL dataset: Add further description and update download URL | {
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] | 2021-10-05T00:13:28Z | 2021-10-13T09:03:09Z | 2021-10-13T09:03:09Z | NONE | null | Added more details in the following sections:
* Dataset Structure
* Data Instances
* Data Splits
* Source Data
* Annotations
* Discussions of Biases
* LIcensing Information | {
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https://api.github.com/repos/huggingface/datasets/issues/3021 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3021/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3021/comments | https://api.github.com/repos/huggingface/datasets/issues/3021/events | https://github.com/huggingface/datasets/pull/3021 | 1,015,444,094 | PR_kwDODunzps4spzJU | 3,021 | Support loading dataset from multiple zipped CSV data files | {
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CC: @lewtun | {
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https://api.github.com/repos/huggingface/datasets/issues/3020 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3020/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3020/comments | https://api.github.com/repos/huggingface/datasets/issues/3020/events | https://github.com/huggingface/datasets/pull/3020 | 1,015,406,105 | PR_kwDODunzps4sprfa | 3,020 | Add a metric for the MATH dataset (competition_math). | {
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] | 2021-10-04T15:42:58Z | 2022-06-03T08:28:14Z | 2021-10-05T08:33:07Z | MEMBER | null | If filter is called after using a first transform `shuffle`, `select`, `shard`, `train_test_split`, or `filter`, then it could not work as expected and return examples from before the first transform. This is because the indices mapping was not taken into account when saving the indices to keep when doing the filtering... | {
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```python
from datasets import load_dataset
url = "https://domain.org/filename.zip"
data_files = {"train": "train_filename.csv", "test": "test_filename.csv"}
dataset = load_dataset("csv", data_dir=url, data_files=data_files)
```
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https://api.github.com/repos/huggingface/datasets/issues/3017 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3017/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3017/comments | https://api.github.com/repos/huggingface/datasets/issues/3017/events | https://github.com/huggingface/datasets/pull/3017 | 1,015,215,528 | PR_kwDODunzps4spE9m | 3,017 | Remove unused parameter in xdirname | {
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https://api.github.com/repos/huggingface/datasets/issues/3016 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3016/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3016/comments | https://api.github.com/repos/huggingface/datasets/issues/3016/events | https://github.com/huggingface/datasets/pull/3016 | 1,015,208,654 | PR_kwDODunzps4spDlX | 3,016 | Fix Windows paths in LJ Speech dataset | {
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Related to #1878. | {
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https://api.github.com/repos/huggingface/datasets/issues/3015 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3015/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3015/comments | https://api.github.com/repos/huggingface/datasets/issues/3015/events | https://github.com/huggingface/datasets/pull/3015 | 1,015,130,845 | PR_kwDODunzps4so0GX | 3,015 | Extend support for streaming datasets that use glob.glob | {
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Related to #2880, #2876, #2874 | {
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https://api.github.com/repos/huggingface/datasets/issues/3014 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3014/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3014/comments | https://api.github.com/repos/huggingface/datasets/issues/3014/events | https://github.com/huggingface/datasets/pull/3014 | 1,015,070,751 | PR_kwDODunzps4son8A | 3,014 | Fix Windows path in MATH dataset | {
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] | 2021-10-04T09:47:04Z | 2022-02-21T15:57:10Z | 2022-02-21T15:57:10Z | CONTRIBUTOR | null | Using the dedicated function `get_dataset_infos` on a dataset that has no dataset-info.json file returns an empty info:
```
>>> from datasets import get_dataset_infos
>>> get_dataset_infos('wit')
{}
```
While it's totally possible to get it (regenerate it) with:
```
>>> from datasets import load_dataset_b... | {
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] | 2021-10-04T09:45:28Z | 2021-10-04T11:30:34Z | 2021-10-04T11:30:33Z | MEMBER | null | As pointed out by @mariosasko in #3001, calling `float()` instad of `.item()` is faster.
Moreover, it might avoid potential issues if any of the third-party functions eventually returns a `float` instead of an `np.float64`.
Related to #3001. | {
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https://api.github.com/repos/huggingface/datasets/issues/3011 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3011/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3011/comments | https://api.github.com/repos/huggingface/datasets/issues/3011/events | https://github.com/huggingface/datasets/issues/3011 | 1,014,935,713 | I_kwDODunzps48frCh | 3,011 | load_dataset_builder should error if "name" does not exist? | {
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] | 2021-10-04T09:20:46Z | 2022-09-20T13:05:07Z | null | CONTRIBUTOR | null | ```
import datasets as ds
builder = ds.load_dataset_builder('sent_comp', name="doesnotexist")
builder.info.config_name
```
returns
```
'doesnotexist'
```
Shouldn't it raise an error instead?
For this dataset, the only valid values for `name` should be: `"default"` or `None` (ie. argument not passed) | {
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] | 2021-10-04T09:04:55Z | 2022-06-01T17:36:44Z | 2022-06-01T17:36:44Z | NONE | null | ## Describe the bug
As there's no support for lists within dataset fields, I convert my lists to json-string format. However, the bug described is occurring even when the data format is 'string'.
These samples show that filtering behavior diverges from what's expected when chaining filterings.
On sample 2 the second... | {
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] | 2021-10-04T08:13:49Z | 2021-10-04T13:43:25Z | 2021-10-04T13:43:25Z | MEMBER | null | Minor fix in SUPERB benchmark datasets for Windows pathname component separator.
Related to #2884, #2783 and #2619. | {
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Related to #2989. | {
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] | 2021-10-04T00:49:29Z | 2021-10-11T10:18:01Z | 2021-10-04T08:46:13Z | NONE | null | ## Describe the bug
The ".filter" method of DatasetDict or Dataset objects fails when passing any "fn_kwargs" argument
## Steps to reproduce the bug
```python
import datasets
example_dataset = datasets.Dataset.from_dict({"a": {1, 2, 3, 4}})
def filter_value(example, value):
return example['a'] == value... | {
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] | 2021-10-03T10:03:25Z | 2021-10-13T13:37:02Z | 2021-10-13T13:37:01Z | CONTRIBUTOR | null | Inspired by the recent widespread use of the GLUE multi-task benchmark NLP dataset (Wang et al., 2018), the subsequent more difficult SuperGLUE (Wang et al., 2019), other previous multi-task NLP benchmarks (Conneau and Kiela, 2018; McCann et al., 2018), and similar initiatives in other domains (Peng et al., 2019), we i... | {
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https://api.github.com/repos/huggingface/datasets/issues/3003 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3003/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3003/comments | https://api.github.com/repos/huggingface/datasets/issues/3003/events | https://github.com/huggingface/datasets/pull/3003 | 1,014,137,933 | PR_kwDODunzps4smExP | 3,003 | common_language: Fix license in README.md | {
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] | 2021-10-02T18:47:37Z | 2021-10-04T09:27:01Z | 2021-10-04T09:27:01Z | CONTRIBUTOR | null | ...it's correct elsewhere | {
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https://api.github.com/repos/huggingface/datasets/issues/3002 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3002/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3002/comments | https://api.github.com/repos/huggingface/datasets/issues/3002/events | https://github.com/huggingface/datasets/pull/3002 | 1,014,120,524 | PR_kwDODunzps4smCNO | 3,002 | Remove a reference to the open Arrow file when deleting a TF dataset created with to_tf_dataset | {
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] | 2021-10-02T17:44:09Z | 2021-10-13T11:48:00Z | 2021-10-13T09:03:23Z | CONTRIBUTOR | null | This [comment](https://github.com/huggingface/datasets/issues/2934#issuecomment-922970919) explains the issue. This PR fixes that with a `weakref` callback, and additionally:
* renames `TensorflowDatasetMixIn` to `TensorflowDatasetMixin` for consistency
* correctly indents `TensorflowDatasetMixin`'s docstring
* repl... | {
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https://api.github.com/repos/huggingface/datasets/issues/3001 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3001/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3001/comments | https://api.github.com/repos/huggingface/datasets/issues/3001/events | https://github.com/huggingface/datasets/pull/3001 | 1,014,024,982 | PR_kwDODunzps4sl0BY | 3,001 | Fix cast to Python scalar in Matthews Correlation metric | {
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The Matthews Correlation metric relies on sklearn's `matthews_corrcoef` function to compute the result. This function returns either `float` or `np.float64` (see the [source](https://github.com/scikit-learn/scikit-learn/blob/844b4be24d20fc42cc13b957374c718956a0db39/sklearn/metric... | {
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https://api.github.com/repos/huggingface/datasets/issues/3000 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3000/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3000/comments | https://api.github.com/repos/huggingface/datasets/issues/3000/events | https://github.com/huggingface/datasets/pull/3000 | 1,013,613,219 | PR_kwDODunzps4skusL | 3,000 | Fix json loader when conversion not implemented | {
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] | 2021-10-01T17:47:22Z | 2021-10-01T18:05:00Z | 2021-10-01T17:54:23Z | MEMBER | null | Sometimes the arrow json parser fails if the `block_size` is too small and returns an `ArrowNotImplementedError: JSON conversion to struct...` error.
By increasing the block size it makes it work again.
Hopefully it should help with https://github.com/huggingface/datasets/issues/2799
I tried with the file ment... | {
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https://api.github.com/repos/huggingface/datasets/issues/2999 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2999/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2999/comments | https://api.github.com/repos/huggingface/datasets/issues/2999/events | https://github.com/huggingface/datasets/pull/2999 | 1,013,536,933 | PR_kwDODunzps4skgCm | 2,999 | Set trivia_qa writer batch size | {
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dataset loaded from disk cannot be shuffled.
## Steps to reproduce the bug
```
my_dataset = load_from_disk('s3://my_file/validate', fs=s3)
sample = my_dataset.select(range(100)).shuffle(seed=1234)
```
## Actual results
```
sample = my_dataset .select(range(100)).shuffle(seed=1234)
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![Capture](https://user-images.githubusercontent.com/63367770/135617428-14ce0b27-5208-4e66-a3ee-71542e3... | {
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https://api.github.com/repos/huggingface/datasets/issues/2995 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2995/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2995/comments | https://api.github.com/repos/huggingface/datasets/issues/2995/events | https://github.com/huggingface/datasets/pull/2995 | 1,013,143,868 | PR_kwDODunzps4sjThd | 2,995 | Fix trivia_qa unfiltered | {
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] | 2021-10-01T09:53:43Z | 2021-10-01T10:04:11Z | 2021-10-01T10:04:10Z | MEMBER | null | Fix https://github.com/huggingface/datasets/issues/2993 | {
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https://api.github.com/repos/huggingface/datasets/issues/2994 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2994/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2994/comments | https://api.github.com/repos/huggingface/datasets/issues/2994/events | https://github.com/huggingface/datasets/pull/2994 | 1,013,000,475 | PR_kwDODunzps4si4I2 | 2,994 | Fix loading compressed CSV without streaming | {
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] | 2021-10-01T07:28:59Z | 2021-10-01T15:53:16Z | 2021-10-01T15:53:16Z | MEMBER | null | When implementing support to stream CSV files (https://github.com/huggingface/datasets/commit/ad489d4597381fc2d12c77841642cbeaecf7a2e0#diff-6f60f8d0552b75be8b3bfd09994480fd60dcd4e7eb08d02f721218c3acdd2782), a regression was introduced preventing loading compressed CSV files in non-streaming mode.
This PR fixes it, a... | {
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] | 2021-09-30T23:00:18Z | 2021-10-01T19:07:23Z | 2021-10-01T19:07:22Z | MEMBER | null | ## Describe the bug
For some reason, I can't download `trivia_qa/unfilted`. A file seems to be missing... I am able to see it fine though the viewer tough...
## Steps to reproduce the bug
```python
>>> from datasets import load_dataset
>>> load_dataset("trivia_qa", "unfiltered")
Downloading and preparing data... | {
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https://api.github.com/repos/huggingface/datasets/issues/2992 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2992/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2992/comments | https://api.github.com/repos/huggingface/datasets/issues/2992/events | https://github.com/huggingface/datasets/pull/2992 | 1,012,325,594 | PR_kwDODunzps4sg4ZP | 2,992 | Fix f1 metric with None average | {
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https://api.github.com/repos/huggingface/datasets/issues/2991 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2991/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2991/comments | https://api.github.com/repos/huggingface/datasets/issues/2991/events | https://github.com/huggingface/datasets/issues/2991 | 1,012,174,823 | I_kwDODunzps48VI_n | 2,991 | add docmentation for the `Unix style pattern` matching feature that can be leverage for `data_files` into `load_dataset` | {
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] | 2021-09-30T13:22:01Z | 2021-09-30T13:22:01Z | null | CONTRIBUTOR | null | Unless I'm mistaken, it seems that in the new documentation it is no longer mentioned that you can use Unix style pattern matching in the `data_files` argument of the `load_dataset` method.
This feature was mentioned [here](https://huggingface.co/docs/datasets/loading_datasets.html#from-a-community-dataset-on-the-h... | {
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https://api.github.com/repos/huggingface/datasets/issues/2990 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2990/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2990/comments | https://api.github.com/repos/huggingface/datasets/issues/2990/events | https://github.com/huggingface/datasets/pull/2990 | 1,012,097,418 | PR_kwDODunzps4sgLt5 | 2,990 | Make Dataset.map accept list of np.array | {
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https://api.github.com/repos/huggingface/datasets/issues/2989 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2989/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2989/comments | https://api.github.com/repos/huggingface/datasets/issues/2989/events | https://github.com/huggingface/datasets/pull/2989 | 1,011,220,375 | PR_kwDODunzps4sdlt1 | 2,989 | Add CommonLanguage | {
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] | 2021-09-29T17:21:30Z | 2021-10-01T17:36:39Z | 2021-10-01T17:00:03Z | MEMBER | null | This PR adds the Common Language dataset (https://zenodo.org/record/5036977)
The dataset is intended for language-identification speech classifiers and is already used by models on the Hub:
* https://huggingface.co/speechbrain/lang-id-commonlanguage_ecapa
* https://huggingface.co/anton-l/wav2vec2-base-langid
cc @... | {
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https://api.github.com/repos/huggingface/datasets/issues/2988 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2988/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2988/comments | https://api.github.com/repos/huggingface/datasets/issues/2988/events | https://github.com/huggingface/datasets/issues/2988 | 1,011,148,017 | I_kwDODunzps48ROTx | 2,988 | IndexError: Invalid key: 14 is out of bounds for size 0 | {
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] | 2021-09-29T16:04:24Z | 2022-04-10T14:49:49Z | 2022-04-10T14:49:49Z | NONE | null | ## Describe the bug
A clear and concise description of what the bug is.
Hi. I am trying to implement stochastic weighted averaging optimizer with transformer library as described here https://pytorch.org/blog/pytorch-1.6-now-includes-stochastic-weight-averaging/ , for this I am using a run_clm.py codes which is wor... | {
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] | 2021-09-29T14:18:52Z | 2021-10-01T13:57:45Z | 2021-10-01T13:57:45Z | CONTRIBUTOR | null | ## Describe the bug
For the ViT and LayoutLMv2 demo notebooks in my [Transformers-Tutorials repo](https://github.com/NielsRogge/Transformers-Tutorials), people reported an ArrowInvalid issue after applying the following function to a Dataset:
```
def preprocess_data(examples):
images = [Image.open(path).conve... | {
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] | 2021-09-29T10:42:00Z | 2021-10-11T11:05:53Z | 2021-10-11T11:05:52Z | MEMBER | null | ## Refactor the module factory
When trying to extend the `data_files` logic to avoid doing unnecessary ETag requests, I noticed that the module preparation mechanism needed a refactor:
- the function was 600 lines long
- it was not readable
- it contained many different cases that made it complex to maintain
- i... | {
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https://api.github.com/repos/huggingface/datasets/issues/2985 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2985/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2985/comments | https://api.github.com/repos/huggingface/datasets/issues/2985/events | https://github.com/huggingface/datasets/pull/2985 | 1,010,500,433 | PR_kwDODunzps4sbbbo | 2,985 | add new dataset kan_hope | {
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- **Name:** *KanHope*
- **Description:** *A code-mixed English-Kannada dataset for Hope speech detection*
- **Task:** *Binary Text Classification*
- **Paper:** *https://arxiv.org/abs/2108.04616*
- **Data:** *https://github.com/adeepH/kan_hope/tree/main/dataset*
- **Motivation:** *The dataset ... | {
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] | 2021-09-29T04:49:22Z | 2021-10-12T06:05:42Z | 2021-10-12T06:05:42Z | NONE | null | ## Describe the bug
A clear and concise description of what the bug is.
When using `load_dataset` with json files, if the files are too large, there will be "Exceeded maximum rows" error.
## Steps to reproduce the bug
```python
dataset = load_dataset('json', data_files=data_files) # data files have 3M rows in a ... | {
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CC @hassiahk @lhoestq @yjernite | {
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- **Name:** *SLR25*
- **Description:** *Subset 25 from OpenSLR. Other subsets have been added to https://huggingface.co/datasets/openslr, 25 covers Amharic, Swahili and Wolof data*
- **Paper:** *https://www.openslr.org/25/ has citations for each of the three subsubsets. *
- **Data:** *Currently ... | {
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When I try to compute the f1 score for each class in a multiclass classification problem, I get a ValueError. The same happens with recall and precision. I traced the error to the `.item()` in these scripts, which is probably there for the other averages. E.g. from f1.py:
```python
return {
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As discussed with @elishowk, we should refactor our tests to use the HF staging server instead, like `huggingface_hub` and `transformers`. | {
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] | 2021-09-28T07:18:54Z | 2021-10-01T15:53:16Z | 2021-10-01T15:53:15Z | CONTRIBUTOR | null | ## Describe the bug
It is not possible to load from a compressed csv anymore.
## Steps to reproduce the bug
```python
load_dataset('csv', data_files=['/path/to/csv.bz2'])
```
## Problem and possible solution
This used to work, but the commit that broke it is [this one](https://github.com/huggingface/datasets... | {
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```
from datasets import load_dataset
raw_datasets = load_dataset("wikitext")
```
ValueError: Config name is missing.
Please pick one among the available configs: ['wikitext-103-raw-v1', 'wikitext-2-raw-v1', 'wikitext-103-v1', 'wikitext-2-v1']
Example of usage:
`load_d... | {
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Added the `dataset_infos.json` to the ignored files list and also added check to ignore files which have parent directory as `dummy`.
Let me know if it is correct. Thanks :) | {
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@lhoestq I'm sorry >.> | {
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I'm trying to download `natural_questions` dataset from the Internet, and I've specified the cache_dir which locates in a mounted disk and has enough disk space. However, even though the space is enough, the disk space checking function still reports the space of root `/` disk having no enough spac... | {
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