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- [ ] add it to hub-docs | {
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The URL used to download the mkqa dataset is outdated. It seems the URL to download the dataset is currently https://github.com/apple/ml-mkqa/blob/main/dataset/mkqa.jsonl.gz instead of https://github.com/apple/ml-mkqa/raw/master/dataset/mkqa.jsonl.gz (master branch has been renamed to main).
## ... | {
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Fix #4815. | {
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Our loading script for OPUS ParaCrawl loads its 7.1 version. Current existing version is 9.
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https://api.github.com/repos/huggingface/datasets/issues/4813 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4813/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4813/comments | https://api.github.com/repos/huggingface/datasets/issues/4813/events | https://github.com/huggingface/datasets/pull/4813 | 1,333,287,756 | PR_kwDODunzps48446r | 4,813 | Fix loading example in opus dataset cards | {
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- fixes the examples to load the datasets, with the corrected dataset name, in their dataset cards for:
- opus_dgt
- opus_paracrawl
- opus_wikipedia
- fixes their dataset cards with the missing required information: title, data instances/fields/splits
- enumerates the supported languages
- adds a ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4812 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4812/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4812/comments | https://api.github.com/repos/huggingface/datasets/issues/4812/events | https://github.com/huggingface/datasets/pull/4812 | 1,333,051,730 | PR_kwDODunzps484Fzq | 4,812 | Fix bug in function validate_type for Python >= 3.9 | {
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This fixes #4811 because:
```python
In [4]: typing.Optional[str]
Out[4]: typing.Optional[str]
In [5]: get_origin(typing.Optional[str])
Out[5]: typing.Union
```
Fix #4811. | {
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The function `validate_type` assumes that the type `typing.Optional[str]` is automatically transformed to `typing.Union[str, NoneType]`.
```python
In [4]: typing.Optional[str]
Out[4]: typing.Union[str, NoneType]
```
However, this is not the case for Python 3.9:
```python
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Details of PR:
- Added languages included in the dataset.
- Added task id and task category.
- Updated the citation information.
Fix #4808. | {
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I changed `"gnome"` to `"opus_gnome"` in[ README.md](https://github.com/huggingface/datasets/tree/main/datasets/opus_gnome#dataset-summary). | {
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I changed `"gnome"` to `"opus_gnome"` in[ README.md](https://github.com/huggingface/datasets/tree/main/datasets/opus_gnome#dataset-summary).
Fix #4805 | {
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I found that [the example on opus_gone dataset ](https://github.com/huggingface/datasets/tree/main/datasets/opus_gnome#dataset-summary) doesn't work.
## Steps to reproduce the bug
```python
load_dataset("gnome", lang1="it", lang2="pl")
```
`"gnome"` should be `"opus_gnome"`
## Expected r... | {
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] | open | false | null | [] | null | 3 | 2022-08-09T02:41:56 | 2023-05-11T01:42:59 | null | NONE | null | ## Describe the bug
streaming dataset with concatenating splits raises an error
## Steps to reproduce the bug
```python
from datasets import load_dataset
# no error
repo = "nateraw/ade20k-tiny"
dataset = load_dataset(repo, split="train+validation")
```
```python
from datasets import load_dataset
# er... | {
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The `wikipedia` dataset requires a `pipeline` argument to build the list of splits:
https://huggingface.co/datasets/wikipedia/blob/main/wikipedia.py#L937
But this is currently not supported in `get_dataset_config_info`:
https://github.com/hu... | {
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I found a case where `with_format` does not transform the dataset to the requested format.
## Steps to reproduce the bug
Run:
```python
from transformers import AutoTokenizer, AutoFeatureExtractor
from datasets import load_dataset
raw = load_dataset("glue", "sst2", split="train")
raw =... | {
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- replaces the fine labels, so that there are 50 instead of 47
- once more labels are added, all they (fine and coarse) have been re-ordered, so that they align with the order in: https://cogcomp.seas.upenn.edu/Data/QA/QC/definition.html
- the feature names have been fixed: `fine_label` instead of `label-fi... | {
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import numpy as np
import datasets
a = np.zeros((5000000, 768))
res = datasets.Dataset.from_dict({'embedding': a})
'''
File '/home/wenjiaxin/anaconda3/envs/data/lib/python3.8/site-packages/datasets/arrow_writer.py', line 178, in __arrow_array__
out = numpy_to_pyarrow_listarray(data)
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could you please add functionality to load a video dataset? it would be really... | {
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"title": "3... | 14 | 2022-08-05T12:41:19 | 2023-05-31T14:05:35 | null | CONTRIBUTOR | null | ## Describe the bug
When adding a Pillow image to an existing Dataset on the hub, `add_item` fails due to the Pillow image not being automatically converted into the Image feature.
## Steps to reproduce the bug
```python
from datasets import load_dataset
from PIL import Image
dataset = load_dataset("hf-inte... | {
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The [MBPP dataset on the Hub](https://huggingface.co/datasets/mbpp) has only a test split for both its "full" and its "sanitized" subset, while the [paper](https://arxiv.org/abs/2108.07732) states in subsection 2.1 regarding the full split:
> In the experiments described later in the paper, we hold... | {
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- **Name:** DocVQA
- **Description:** Document Visual Question Answering (DocVQA) seeks to inspire a “purpose-driven” point of view in Document Analysis and Recognition research, where the document content is extracted and used to respond to high-level tasks defined by the human consumers of this ... | {
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https://huggingface.co/datasets/Team-PIXEL/rendered-wikipedia-english/viewer/rendered-wikipedia-en/train
### Description
The dataset can be loaded fine but the viewer shows this error:
```
Server Error
Status code: 400
Exception: Status400Error
Message: The dataset does not exist.
```
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According to their paper, the TREC dataset contains 2 kinds of classes:
- 6 coarse classes: TREC-6
- 50 fine classes: TREC-50
However, our implementation only has 47 (instead of 50) fine classes. The reason for this is that we only considered the last segment of the label, which is repeated fo... | {
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Fix #4787. | {
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As reported on the Hub [Fix Checksum Mismatch](https://huggingface.co/datasets/mbpp/discussions/1), there is a `NonMatchingChecksumError` when loading mbpp dataset
## Steps to reproduce the bug
```python
ds = load_dataset("mbpp", "full")
```
## Expected results
Loading of the dataset with... | {
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```python
import datasets
train_dataset, test_dataset = load_dataset("imdb", split=["train", "test"])
s3 = datasets.filesystems.S3FileSystem(key=aws_access_key_id, secret=aws_secret_access_key)
train_dataset.save_to_disk("s3://datasets/", fs=s3)
```
produces following traceback:
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Subsequent to PR:
- #4777 | {
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... | open | false | null | [] | null | 3 | 2022-08-02T21:00:22 | 2022-08-08T14:42:36 | null | MEMBER | null | ## Adding a Dataset
- **Name:** Multiface dataset
- **Description:** f high quality recordings of the faces of 13 identities, each captured in a multi-view capture stage performing various facial expressions. An average of 12,200 (v1 scripts) to 23,000 (v2 scripts) frames per subject with capture rate at 30 fps
- **... | {
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] | closed | false | null | [] | null | 7 | 2022-08-02T20:36:03 | 2022-09-09T17:08:14 | 2022-09-07T19:07:34 | MEMBER | null | This PR is a first draft of creating a loading script for image datasets. Feel free to let me know if there are any specificities I'm missing for this. 🙂
To do:
- [x] Document how to create different configurations. | {
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] | closed | false | null | [] | null | 5 | 2022-08-02T18:36:05 | 2022-08-22T09:46:28 | 2022-08-20T02:11:53 | NONE | null | ## Describe the bug
Following the example in CodeParrot, I receive an array size limitation error when deduplicating larger datasets.
## Steps to reproduce the bug
```python
dataset_name = "the_pile"
ds = load_dataset(dataset_name, split="train")
ds = ds.map(preprocess, num_proc=num_workers)
uniques = set(ds.u... | {
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The main changes are:
- Lab... | {
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Fix #4779. | {
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When loading "natural_questions", the package "apache_beam" is required:
```
ImportError: To be able to use natural_questions, you need to install the following dependency: apache_beam.
Please install it using 'pip install apache_beam' for instance'
```
This requirement is unnecessary, once ... | {
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- https://github.com/huggingface/transformers/issues/18379
Fix partially #4776. | {
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https://github.com/pytorch/audio/blob/2e1388401c434011e9f044b40bc8374f2ddfc414/torchaudio/backend/sox_io_backend.py#L21-L29
```python
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I use load_dataset() (I tried with [wiki](https://huggingface.co/datasets/wikipedia) and my own json data) and use set_transform/with_transform for preprocessing. But it hangs at the end of the 1st epoch if dataloader_num_workers>=1. No problem with single worker.
## Steps to reproduce the bu... | {
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An incorrect `AssertionError` is raised when using `label_cols` in `to_tf_dataset` and the label's key name is `label`.
The assertion is in this line:
https://github.com/huggingface/datasets/blob/2.4.0/src/datasets/arrow_dataset.py#L475
## Steps to reproduce the bug
```python
from datasets... | {
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Close #4744 | {
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datasets fail to process SQuADv1.1 with max_seq_length=128, doc_stride=96 when calling datasets["train"].train_dataset.map().
## Steps to reproduce the bug
I used huggingface[ TF2 question-answering examples](https://github.com/huggingface/transformers/tree/main/examples/tensorflow/question-a... | {
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Related to:
- #4735 | {
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https://api.github.com/repos/huggingface/datasets/issues/4763 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4763/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4763/comments | https://api.github.com/repos/huggingface/datasets/issues/4763/events | https://github.com/huggingface/datasets/pull/4763 | 1,321,295,876 | PR_kwDODunzps48RMKi | 4,763 | More rigorous shape inference in to_tf_dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/4762 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4762/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4762/comments | https://api.github.com/repos/huggingface/datasets/issues/4762/events | https://github.com/huggingface/datasets/pull/4762 | 1,321,261,733 | PR_kwDODunzps48RE56 | 4,762 | Improve features resolution in streaming | {
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I also fixed `interleave_datasets`... | {
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https://api.github.com/repos/huggingface/datasets/issues/4761 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4761/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4761/comments | https://api.github.com/repos/huggingface/datasets/issues/4761/events | https://github.com/huggingface/datasets/issues/4761 | 1,321,068,411 | I_kwDODunzps5Oved7 | 4,761 | parallel searching in multi-gpu setting using faiss | {
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Does the `search-batch` function automatically parallelizes the input queries to different gpus?https://github.com/huggingface/datasets/blob/d76599bdd4d186b2e7c4f468b05766016055a0a5/src/datasets/sea... | {
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https://api.github.com/repos/huggingface/datasets/issues/4760 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4760/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4760/comments | https://api.github.com/repos/huggingface/datasets/issues/4760/events | https://github.com/huggingface/datasets/issues/4760 | 1,320,878,223 | I_kwDODunzps5OuwCP | 4,760 | Issue with offline mode | {
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I can't retrieve a cached dataset with offline mode enabled
## Steps to reproduce the bug
To reproduce my issue, first, you'll need to run a script that will cache the dataset
```python
import os
os.environ["HF_DATASETS_OFFLINE"] = "0"
import datasets
datasets.logging.set_verbosity_i... | {
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https://huggingface.co/datasets/Toygar/turkish-offensive-language-detection
### Description
Status code: 400
Exception: Status400Error
Message: The dataset does not exist.
Hi, I provided train.csv, test.csv and valid.csv files. However, viewer says dataset does not exist.
Should I n... | {
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https://api.github.com/repos/huggingface/datasets/issues/4757 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4757/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4757/comments | https://api.github.com/repos/huggingface/datasets/issues/4757/events | https://github.com/huggingface/datasets/issues/4757 | 1,320,602,532 | I_kwDODunzps5Otsuk | 4,757 | Document better when relative paths are transformed to URLs | {
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Currently, we mention this in our docs here: [Create a dataset loading script > Download data files and organize split... | {
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https://api.github.com/repos/huggingface/datasets/issues/4755 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4755/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4755/comments | https://api.github.com/repos/huggingface/datasets/issues/4755/events | https://github.com/huggingface/datasets/issues/4755 | 1,319,687,044 | I_kwDODunzps5OqNOE | 4,755 | Datasets.map causes incorrect overflow_to_sample_mapping when used with tokenizers and small batch size | {
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When using `tokenizer`, we can retrieve the field `overflow_to_sample_mapping`, since long samples will be overflown into multiple token sequences.
However, when tokenizing is done via `Dataset.map`, with `n_proc > 1`, the `overflow_to_sample_mapping` field is wrong. This seems to be because ea... | {
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https://api.github.com/repos/huggingface/datasets/issues/4754 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4754/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4754/comments | https://api.github.com/repos/huggingface/datasets/issues/4754/events | https://github.com/huggingface/datasets/pull/4754 | 1,319,681,541 | PR_kwDODunzps48L9p6 | 4,754 | Remove "unkown" language tags | {
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https://api.github.com/repos/huggingface/datasets/issues/4753 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4753/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4753/comments | https://api.github.com/repos/huggingface/datasets/issues/4753/events | https://github.com/huggingface/datasets/pull/4753 | 1,319,571,745 | PR_kwDODunzps48Ll8G | 4,753 | Add `language_bcp47` tag | {
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When running the `datasets-cli test` it would seem that some config properties in a DatasetInfo get mangled, leading to issues, e.g., about the ClassLabel.
## Steps to reproduce the bug
In summary, what I want to do is create three configs:
- unfiltered: no classlabel, no tasks. Gets data fr... | {
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https://api.github.com/repos/huggingface/datasets/issues/4751 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4751/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4751/comments | https://api.github.com/repos/huggingface/datasets/issues/4751/events | https://github.com/huggingface/datasets/pull/4751 | 1,319,440,903 | PR_kwDODunzps48LJ7U | 4,751 | Added dataset information in clinic oos dataset card | {
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https://api.github.com/repos/huggingface/datasets/issues/4750 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4750/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4750/comments | https://api.github.com/repos/huggingface/datasets/issues/4750/events | https://github.com/huggingface/datasets/issues/4750 | 1,319,333,645 | I_kwDODunzps5Oo28N | 4,750 | Easily create loading script for benchmark comprising multiple huggingface datasets | {
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I would like to create a loading script for a benchmark comprising multiple huggingface datasets.
The function _split_generators needs to return the files for the respective dataset. However, the files are not always in the same location for each dataset. I want to just make a wrapper dataset that provides a si... | {
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https://api.github.com/repos/huggingface/datasets/issues/4748 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4748/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4748/comments | https://api.github.com/repos/huggingface/datasets/issues/4748/events | https://github.com/huggingface/datasets/pull/4748 | 1,318,874,913 | PR_kwDODunzps48JTEb | 4,748 | Add image classification processing guide | {
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] | closed | false | null | [] | null | 1 | 2022-07-27T00:11:11 | 2022-07-27T17:28:21 | 2022-07-27T17:16:12 | MEMBER | null | This PR follows up on #4710 to separate the object detection and image classification guides. It expands a little more on the original guide to include a more complete example of loading and transforming a whole dataset. | {
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https://api.github.com/repos/huggingface/datasets/issues/4747 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4747/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4747/comments | https://api.github.com/repos/huggingface/datasets/issues/4747/events | https://github.com/huggingface/datasets/pull/4747 | 1,318,586,932 | PR_kwDODunzps48IWKj | 4,747 | Shard parquet in `download_and_prepare` | {
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It's good practice to shard parquet files to enable parallelism with spark/dask/etc.
I added the `max_shard_size` parameter to `download_and_prepare` (default to 500MB for parquet, and None for arrow).
```python
from datase... | {
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_No response_
### Description
_No response_
### Owner
_No response_ | {
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] | open | false | null | [] | null | 3 | 2022-07-26T10:16:08 | 2022-07-26T11:59:25 | null | NONE | null | I am working with a large collection of private datasets, it would be convenient for me to be able to list them.
I would envision extending the convention of using `use_auth_token` keyword argument to `list_datasets` function, then calling:
```
list_datasets(use_auth_token="my_token")
```
would return the li... | {
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"followers_url": "https://api.... | null | 2 | 2022-07-26T07:32:58 | 2022-08-02T23:50:30 | 2022-08-02T23:50:30 | MEMBER | null | In our docs, we indicate to generate the dummy data: https://huggingface.co/docs/datasets/dataset_script#testing-data-and-checksum-metadata
However:
- dummy data makes sense only for datasets in our GitHub repo: so that we can test their loading with our CI
- for datasets on the Hub:
- they do not pass any CI t... | {
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To finalize my dataset, I wanted to create dummy data as per the guide and I ran
```shell
datasets-cli dummy_data datasets/hebban-reviews --auto_generate
```
where hebban-reviews is [this repo](https://huggingface.co/datasets/BramVanroy/hebban-reviews). And even though the scripts runs an... | {
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https://api.github.com/repos/huggingface/datasets/issues/4740 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4740/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4740/comments | https://api.github.com/repos/huggingface/datasets/issues/4740/events | https://github.com/huggingface/datasets/pull/4740 | 1,316,478,007 | PR_kwDODunzps48BX5l | 4,740 | Fix multiprocessing in map_nested | {
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Before, multiprocessing was not used in `map_nested` if `num_proc` was greater than or equal to `len(iterable)`.
- Multiprocessing was not used e.g. when passing `num_proc=20` but having 19 files to download
- As by default, `DownloadManager` sets `num_proc=16`, before multiprocessing was ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4739 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4739/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4739/comments | https://api.github.com/repos/huggingface/datasets/issues/4739/events | https://github.com/huggingface/datasets/pull/4739 | 1,316,400,915 | PR_kwDODunzps48BHdE | 4,739 | Deprecate metrics | {
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- deprecate public functions: `load_metric`, `list_metrics` and `inspect_metric`: docstring and warning
- test deprecation warnings are issues
- deprecate metrics in all docs
- remove mentions to metrics in docs and README
- deprecate internal functions/classes
Maybe we should also stop testi... | {
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https://api.github.com/repos/huggingface/datasets/issues/4738 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4738/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4738/comments | https://api.github.com/repos/huggingface/datasets/issues/4738/events | https://github.com/huggingface/datasets/pull/4738 | 1,315,222,166 | PR_kwDODunzps479hq4 | 4,738 | Use CI unit/integration tests | {
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- Implements separate unit/integration tests
- A fail in integration tests does not cancel the rest of the jobs
- We should implement more robust integration tests: work in progress in a subsequent PR
- For the moment, test involving network requests are marked as integration: to be evolved | {
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from datasets import load_dataset
dataset = load_dataset("scene_parse_150", "scene_parsing")
FileNotFoundError: Couldn't find file at http://data.csail.mit.edu/places/ADEchallenge/ADEChallengeData2016.zip
```
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https://huggingface.co/datasets/deepklarity/huggingface-spaces-dataset/viewer/deepklarity--huggingface-spaces-dataset/train
### Description
Hi Team,
I'm getting the following error on a uploaded dataset. I'm getting the same status for a couple of hours now. The dataset size is `<1MB` and the format is cs... | {
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https://api.github.com/repos/huggingface/datasets/issues/4735 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4735/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4735/comments | https://api.github.com/repos/huggingface/datasets/issues/4735/events | https://github.com/huggingface/datasets/pull/4735 | 1,314,501,641 | PR_kwDODunzps477CuP | 4,735 | Pin rouge_score test dependency | {
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Fix #4734 | {
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https://api.github.com/repos/huggingface/datasets/issues/4734 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4734/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4734/comments | https://api.github.com/repos/huggingface/datasets/issues/4734/events | https://github.com/huggingface/datasets/issues/4734 | 1,314,495,382 | I_kwDODunzps5OWZuW | 4,734 | Package rouge-score cannot be imported | {
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After the today release of `rouge_score-0.0.7` it seems no longer importable. Our CI fails: https://github.com/huggingface/datasets/runs/7463218591?check_suite_focus=true
```
FAILED tests/test_dataset_common.py::LocalDatasetTest::test_builder_class_bigbench
FAILED tests/test_dataset_common.py::L... | {
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https://api.github.com/repos/huggingface/datasets/issues/4733 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4733/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4733/comments | https://api.github.com/repos/huggingface/datasets/issues/4733/events | https://github.com/huggingface/datasets/issues/4733 | 1,314,479,616 | I_kwDODunzps5OWV4A | 4,733 | rouge metric | {
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A clear and concise description of what the bug is.
Loading Rouge metric gives error after latest rouge-score==0.0.7 release.
Downgrading rougemetric==0.0.4 works fine.
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
```
## Expected results
A clear and concis... | {
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https://api.github.com/repos/huggingface/datasets/issues/4732 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4732/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4732/comments | https://api.github.com/repos/huggingface/datasets/issues/4732/events | https://github.com/huggingface/datasets/issues/4732 | 1,314,371,566 | I_kwDODunzps5OV7fu | 4,732 | Document better that loading a dataset passing its name does not use the local script | {
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What he did:
- he installed `datasets` from source
- he modified locally `datasets/the_pile/... | {
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] | closed | false | null | [] | null | 1 | 2022-07-21T15:14:06 | 2022-07-21T16:41:04 | 2022-07-21T16:41:04 | CONTRIBUTOR | null | ## Describe the bug
Loading into memory the validation split of imagenet-1k takes much more RAM than expected. Assuming ImageNet-1k is 150 GB, split is 50000 validation images and 1,281,167 train images, I would expect only about 6 GB loaded in RAM.
## Steps to reproduce the bug
```python
from datasets import... | {
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https://api.github.com/repos/huggingface/datasets/issues/4729 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4729/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4729/comments | https://api.github.com/repos/huggingface/datasets/issues/4729/events | https://github.com/huggingface/datasets/pull/4729 | 1,313,374,015 | PR_kwDODunzps473GmR | 4,729 | Refactor Hub tests | {
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- `ci_hub_config`
- `set_ci_hub_access_token`: to replace setUp/tearDown
- `temporary_repo` context manager: to replace `try... finally`
- `cleanup_repo`: to delete repo accidentally created if one of the tests ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4728 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4728/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4728/comments | https://api.github.com/repos/huggingface/datasets/issues/4728/events | https://github.com/huggingface/datasets/issues/4728 | 1,312,897,454 | I_kwDODunzps5OQTmu | 4,728 | load_dataset gives "403" error when using Financial Phrasebank | {
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```
from datasets import load_dataset, DownloadMode
load... | {
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https://api.github.com/repos/huggingface/datasets/issues/4727 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4727/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4727/comments | https://api.github.com/repos/huggingface/datasets/issues/4727/events | https://github.com/huggingface/datasets/issues/4727 | 1,312,645,391 | I_kwDODunzps5OPWEP | 4,727 | Dataset Viewer issue for TheNoob3131/mosquito-data | {
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https://huggingface.co/datasets/TheNoob3131/mosquito-data/viewer/TheNoob3131--mosquito-data/test
### Description
Dataset preview not showing with large files. Says 'split cache is empty' even though there are train and test splits.
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4726 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4726/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4726/comments | https://api.github.com/repos/huggingface/datasets/issues/4726/events | https://github.com/huggingface/datasets/pull/4726 | 1,312,082,175 | PR_kwDODunzps47ykPI | 4,726 | Fix broken link to the Hub | {
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Note that when I git clone the repo and use `pip install -e .` and then edit the URL back the codebase doesn't se... | {
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https://api.github.com/repos/huggingface/datasets/issues/4724 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4724/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4724/comments | https://api.github.com/repos/huggingface/datasets/issues/4724/events | https://github.com/huggingface/datasets/pull/4724 | 1,311,127,404 | PR_kwDODunzps47vLrP | 4,724 | Download and prepare as Parquet for cloud storage | {
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This PR adds support for `fsspec` URIs like `s3://...`, `gcs://...` etc. and ads the `file_format` to save as parquet instead of arrow:
```python
from datasets import *
cache_dir = "s3://..."
build... | {
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https://api.github.com/repos/huggingface/datasets/issues/4723 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4723/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4723/comments | https://api.github.com/repos/huggingface/datasets/issues/4723/events | https://github.com/huggingface/datasets/pull/4723 | 1,310,970,604 | PR_kwDODunzps47uoSj | 4,723 | Refactor conftest fixtures | {
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- were both at the root test directory
- were imported using `import *`
- as a side effect, the modules `os` and `pytest` were imported from `s3_fixtures` into `conftest`
This PR:
- puts both fixture modules in a dedicated directory `fixtures`
- re... | {
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https://api.github.com/repos/huggingface/datasets/issues/4722 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4722/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4722/comments | https://api.github.com/repos/huggingface/datasets/issues/4722/events | https://github.com/huggingface/datasets/pull/4722 | 1,310,785,916 | PR_kwDODunzps47t_HJ | 4,722 | Docs: Fix same-page haslinks | {
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to preserve the version, it... | {
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I am fine tuning a wav2vec2 model following the script here using my own dataset: https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py
Loading my Audio dataset from the hub which was originally generated from disk results in th... | {
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https://huggingface.co/datasets/shamikbose89/lancaster_newsbooks
### Description
Status code: 400
Exception: ValueError
Message: Cannot seek streaming HTTP file
I am able to use the dataset loading script locally and it also runs when I'm using the one from the hub, but the viewer sti... | {
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https://api.github.com/repos/huggingface/datasets/issues/4719 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4719/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4719/comments | https://api.github.com/repos/huggingface/datasets/issues/4719/events | https://github.com/huggingface/datasets/issues/4719 | 1,309,854,492 | I_kwDODunzps5OEssc | 4,719 | Issue loading TheNoob3131/mosquito-data dataset | {
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So my dataset is public in the Huggingface Hub, but when I try to load it using the load_dataset command, it shows that it is downloading the files, but throws a ValueError. When I went to my directory to ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4718 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4718/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4718/comments | https://api.github.com/repos/huggingface/datasets/issues/4718/events | https://github.com/huggingface/datasets/pull/4718 | 1,309,520,453 | PR_kwDODunzps47prWR | 4,718 | Make Extractor accept Path as input | {
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- Makes `Extractor` accept instance of `Path` as input
- Removes unnecessary castings of `Path` to `str` | {
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https://api.github.com/repos/huggingface/datasets/issues/4717 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4717/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4717/comments | https://api.github.com/repos/huggingface/datasets/issues/4717/events | https://github.com/huggingface/datasets/issues/4717 | 1,309,512,483 | I_kwDODunzps5ODZMj | 4,717 | Dataset Viewer issue for LawalAfeez/englishreview-ds-mini | {
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_No response_
### Description
Unable to view the split data
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4716 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4716/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4716/comments | https://api.github.com/repos/huggingface/datasets/issues/4716/events | https://github.com/huggingface/datasets/pull/4716 | 1,309,455,838 | PR_kwDODunzps47pdbh | 4,716 | Support "tags" yaml tag | {
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https://api.github.com/repos/huggingface/datasets/issues/4715 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4715/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4715/comments | https://api.github.com/repos/huggingface/datasets/issues/4715/events | https://github.com/huggingface/datasets/pull/4715 | 1,309,405,980 | PR_kwDODunzps47pSui | 4,715 | Fix POS tags | {
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https://api.github.com/repos/huggingface/datasets/issues/4714 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4714/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4714/comments | https://api.github.com/repos/huggingface/datasets/issues/4714/events | https://github.com/huggingface/datasets/pull/4714 | 1,309,265,682 | PR_kwDODunzps47o0YG | 4,714 | Fix named split sorting and remove unnecessary casting | {
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- makes `NamedSplit` sortable: so that `sorted()` can be called on them
- removes unnecessary `sorted()` on `dict.keys()`: `dict_keys` view is already like a `set`
- removes unnecessary casting of `NamedSplit` to `str` | {
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