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The documentation on [Stream](https://huggingface.co/docs/datasets/v1.18.2/stream.html) seems to imply that IterableDataset behaves just like a Dataset. However, examples like
```
dataset.map(augment_data, batched=True, remove_columns=dataset.column_names, ...)
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related to https://github.com/huggingface/datasets/issues/5374 | 2023-01-26T09:51:13Z | https://github.com/huggingface/datasets/pull/5382 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When trying to load `the_pile` dataset from the library, I get a `FileNotFound` error.
### Steps to reproduce the bug
Steps to reproduce:
Run:
```
from datasets import load_dataset
dataset = load_dataset("the_pile")
```
I get the output:
"name": "FileNotFoundError",
"message... | 2023-02-15T16:24:57Z | https://github.com/huggingface/datasets/issues/5381 | {
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Add extra information to the `dataset_infos.json` file to include the number of samples/examples in each shard, for example in a new field `num_examples` alongside `num_bytes`. The `.skip()` function could use this information to ignore the download of a shard when in streaming mode, which AFAICT... | 2023-03-08T10:47:12Z | https://github.com/huggingface/datasets/issues/5380 | {
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PR to add documentation images is up here: https://huggingface.co/datasets/huggingface/documentation-images/discussions/22 | 2023-01-13T12:30:31Z | https://github.com/huggingface/datasets/pull/5379 | {
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When run
"datasets.load_dataset("the_pile","enron_emails")" failure
### Steps to reproduce the bug
Run below code in python cli:
>>> import datasets
>>> datasets.load_dataset(... | 2022-12-20T07:52:54Z | https://github.com/huggingface/datasets/issues/5378 | {
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The core idea is that we do everything using `multiprocessing` and... | 2023-01-25T16:28:44Z | https://github.com/huggingface/datasets/pull/5377 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
`streaming_download_manager` seems to disconnect if too many runs access the same underlying dataset 🧐
The code works fine for me if I have ~100 runs in parallel, but disconnects once scaling to 200.
Possibly related:
- https://github.com/huggingface/datasets/pull/3100
- https://github.com/... | 2023-07-24T15:23:07Z | https://github.com/huggingface/datasets/issues/5374 | {
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Maybe there's a way to directly skip whole shards to speed it up? 🧐 | 2022-12-18T21:43:31Z | https://github.com/huggingface/datasets/pull/5373 | {
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- Support passing a path string, besides a file-like object
- Support passing `use_auth_token`
- First assumes the host server supports HTTP range requests; only if a ValueError is thrown (Cannot seek streaming HTTP file), then it preserves previous behavior (see [#3355](https://g... | 2023-01-06T11:50:58Z | https://github.com/huggingface/datasets/pull/5372 | {
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ImageNet-C
### Paper
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
### Data
https://github.com/hendrycks/robustness
### Motivation
It's a known fact that vision models are brittle when they meet with slightly corrupted and perturbed data. This is also corre... | 2022-12-20T06:21:41Z | https://github.com/huggingface/datasets/issues/5371 | {
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```python
import os
from datasets.distributed import split_dataset_by_node
ds = split_dataset_by_node(ds, rank=int(os.environ["RANK"]), world_size=int(os.environ["WORLD_SIZE"]))
```
This wor... | 2023-07-25T12:00:31Z | https://github.com/huggingface/datasets/pull/5369 | {
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Basically this code should return a dataset with only one column:
`... | 2022-12-15T22:27:53Z | https://github.com/huggingface/datasets/pull/5367 | {
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`PIL.Image.fromarray` [does support mode `F`](https://pillow.readthedocs.io/e... | 2023-01-26T18:46:45Z | https://github.com/huggingface/datasets/pull/5365 | {
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"gists_url": "htt... | Run 'GPT-J' failure due to download dataset fail (' ConnectionError: Couldn't reach http://eaidata.bmk.sh/data/enron_emails.jsonl.zst ' ) | https://api.github.com/repos/huggingface/datasets/issues/5362/events | null | https://api.github.com/repos/huggingface/datasets/issues/5362/labels{/name} | 2022-12-15T01:23:03Z | null | false | {
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Run model "GPT-J" with dataset "the_pile" fail.
The fail out is as below:
Looks like which is due to "http://eaidata.bmk.sh/data/enron_emails.jsonl.zst" unreachable .
### Steps to ... | 2022-12-15T07:45:54Z | https://github.com/huggingface/datasets/issues/5362 | {
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I am trying to do concatenate audios in a dataset e.g. `google/fleurs`.
```python
print(dataset)
# Dataset({
# features: ['path', 'audio'],
# num_rows: 24
# })
def mapper_function(batch):
# to merge every 3 audio
# np.concatnate(audios[i: i+3]) for i in range(i, len(batc... | 2023-07-21T14:30:51Z | https://github.com/huggingface/datasets/issues/5361 | {
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Introduces no significant logic changes. | 2023-01-05T16:46:31Z | https://github.com/huggingface/datasets/pull/5358 | {
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The previous behavior of the torch formatting for iterable dataset was simply to make the iterable dataset inherit from `to... | 2023-01-04T12:45:40Z | https://github.com/huggingface/datasets/pull/5357 | {
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Hi, please consider using `Sequence` type annotation instead of `List` in function arguments such as in [`Dataset.from_parquet()`](https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L1088). It leads to type checking errors, see below.
**How to reproduce**
```py
... | 2024-01-20T19:57:17Z | https://github.com/huggingface/datasets/issues/5354 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Hi there!
It would be super cool if `Audio()`, and potentially other features, could read files from a remote file system.
### Motivation
Large amounts of data is often stored in buckets. `load_from_disk` is able to retrieve data from cloud storage but to my knowledge actually copies the datas... | 2022-12-12T13:37:14Z | https://github.com/huggingface/datasets/issues/5353 | {
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I try to define a custom configuration with a input_size attribute following the instructions by "Specifying several dataset configurations" in https://huggingface.co/docs/datasets/v1.2.1/add_dataset.html
But when I load the dataset, I got an error "__init__() got an unexpected keyword argument... | 2022-12-19T01:38:48Z | https://github.com/huggingface/datasets/issues/5352 | {
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I'm not sure this is a bug or if it's just missing in the documentation, or i'm not doing something correctly, but I'm subclassing `DatasetBuilder` and getting the following error because on the `DatasetBuilder` class the `_prepare_split` method is abstract (as are the others we are required to im... | 2022-12-20T18:20:57Z | https://github.com/huggingface/datasets/issues/5351 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
For a project on a cluster we are several users to share the same cache for the datasets library. And we have a problem with the permissions on the data downloaded in the cache.
Indeed, it seems that the data is downloaded by giving read and write permissions only to the user launching the com... | 2022-12-09T17:21:26Z | https://github.com/huggingface/datasets/issues/5348 | {
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Since the last survey, a lot has happened: the [diffusers](https://github.com/huggingface/diffusers), [evaluate](https://github.com/huggingface/evaluate) and [skops](https://github.com/skops-dev/skops) libraries were born. `timm` joined the Hugging Face... | 2023-06-02T20:24:44Z | https://github.com/huggingface/datasets/issues/5346 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When concatenating/interleaving different datasets, I stumble into an error because the features can't be aligned. After some investigation, I understood that the audio arrays had different dtypes, namely `float32` and `float64`. Consequently, the datasets cannot be merged.
### Steps to repro... | 2023-02-10T14:39:28Z | https://github.com/huggingface/datasets/issues/5345 | {
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The emotion dataset gives a FileNotFoundError. The full error is: `FileNotFoundError: Couldn't find file at https://www.dropbox.com/s/1pzkadrvffbqw6o/train.txt?dl=1`.
It was working yesterday (December 7, 2022), but stopped working today (December 8, 2022).
### Steps to reproduce the bug
... | 2023-02-23T19:13:19Z | https://github.com/huggingface/datasets/issues/5342 | {
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- Adds `Video` feature (Resolves #5225 )
- Adds `video-classification` task
- Adds `videofolder` packaged module for easy loading of local video classification datasets
TODO:
- [ ] add tests
- [ ] add docs | 2024-01-11T06:30:24Z | https://github.com/huggingface/datasets/pull/5339 | {
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I am passing the following `prepare_dataset` function to `Dataset.map` (code is inspired from [here](https://github.com/huggingface/community-events/blob/main/whisper-fine-tuning-event/run_speech_recognition_seq2seq_streaming.py#L454))
```python3
def prepare_dataset(batch):
# load and res... | 2022-12-10T00:39:29Z | https://github.com/huggingface/datasets/issues/5338 | {
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In particular it would be awesome to be able to load one using `load_dataset` in streaming mode (either from a local directory, or from a dataset o... | 2024-03-06T14:39:29Z | https://github.com/huggingface/datasets/issues/5337 | {
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~Indeed we're using the typing for optional values as `Union[type, None]` as it's similar to how Python 3.10 handles optional values as `type | None`, instead of using `Optional[type]`.~
~Do we want to start using `Union[type, None]` for type-hinting optional values or just keep on using `Op... | 2022-12-07T14:14:56Z | https://github.com/huggingface/datasets/pull/5336 | {
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* https://github.com/huggingface/datasets/issues/5255#issuecomment-1339107195
Cc: @osanseviero | 2023-09-24T10:06:42Z | https://github.com/huggingface/datasets/pull/5335 | {
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I'll start working on cleaning up the rest of the docstrings and removing the old Sphinx syntax (let me know if you prefer one big PR with... | 2022-12-09T01:44:25Z | https://github.com/huggingface/datasets/pull/5334 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
If a numpy array is passed to the names argument of ClassLabel, creating a dataset with those features causes an error.
### Steps to reproduce the bug
https://colab.research.google.com/drive/1cV_es1PWZiEuus17n-2C-w0KEoEZ68IX
TLDR:
If I define my classes as:
```
my_classes = np.array(['on... | 2022-12-22T16:32:50Z | https://github.com/huggingface/datasets/issues/5332 | {
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Config parameters for packaged builders are parsed from `“builder_config”` field in README.md file (separate firs-level field, not part of “dataset_info”), example:
```yaml
---
... | 2023-07-24T15:49:54Z | https://github.com/huggingface/datasets/pull/5331 | {
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- #5250
Fix #5326. | 2022-12-02T16:29:00Z | https://github.com/huggingface/datasets/pull/5328 | {
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- #5250
- Commit: 703b84311f4ead83c7f79639f2dfa739295f0be6
the docs for main branch are no longer built.
The change introduced only triggers the docs building for releases. | 2022-12-02T16:26:01Z | https://github.com/huggingface/datasets/issues/5326 | {
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Dataset.map(...) allows batch_size to be None. It would be nice if IterableDataset did too.
### Motivation
Although it may seem a bit of a spurious request given that `IterableDataset` is meant for larger than memory datasets, but there are a couple of reasons why this might be nice.
One is th... | 2022-12-07T15:54:43Z | https://github.com/huggingface/datasets/issues/5325 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Loading certain splits () of the taskmaster-2 dataset fails because of a DuplicatedKeysError. This occurs for the following domains: `'hotels', 'movies', 'music', 'sports'`. The domains `'flights', 'food-ordering', 'restaurant-search'` load fine.
Output:
### Steps to reproduce the bug
```
... | 2022-12-01T16:26:06Z | https://github.com/huggingface/datasets/issues/5323 | {
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That means tha... | 2022-12-14T16:37:16Z | https://github.com/huggingface/datasets/pull/5322 | {
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I fixed it and added an integration test (runs in 10sec) | 2022-12-01T16:10:09Z | https://github.com/huggingface/datasets/pull/5321 | {
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Therefore I moved the lock location to be next to the destination directory, which is required to have write permissions | 2022-12-01T15:36:44Z | https://github.com/huggingface/datasets/pull/5320 | {
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While testing image dataset creation, I'm seeing significant performance bottlenecks with imagefolders when scanning a directory structure with large number of images.
## Setup
* Nested directories (5 levels deep)
* 3M+ images
* 1 `metadata.jsonl` file
## Performance Degradation Point... | 2022-12-01T21:49:26Z | https://github.com/huggingface/datasets/issues/5317 | {
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I think [this line](https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/text/text.py#L96) is wrong and should be `batch = f.read(self.config.chunksize)`. Otherwise it will never terminate because even when `f` is finished reading, `batch` will still be truthy from the l... | 2022-12-01T15:19:02Z | https://github.com/huggingface/datasets/issues/5316 | {
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"gist... | Adding new splits to a dataset script with existing old splits info in metadata's `dataset_info` fails | https://api.github.com/repos/huggingface/datasets/issues/5315/events | null | https://api.github.com/repos/huggingface/datasets/issues/5315/labels{/name} | 2022-11-30T18:02:15Z | null | false | {
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If you first create a custom dataset with a specific set of splits, generate metadata with `datasets-cli test ... --save_info`, then change your script to include more splits, it fails.
That's what happened in https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/discussions/2#6385f... | 2022-12-02T07:02:53Z | https://github.com/huggingface/datasets/issues/5315 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | https://github.com/huggingface/datasets/blob/main/metrics/seqeval/seqeval.py
> import datasets
predictions = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']]
references = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']]
seqeval = datasets.load_metri... | 2023-07-21T14:40:31Z | https://github.com/huggingface/datasets/issues/5314 | {
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Also changed docstrings for `StreamingDownloadManager`'s `download` and `extract` to reflect the same, as these docstrings are displayed in the docu... | 2022-12-01T14:55:30Z | https://github.com/huggingface/datasets/pull/5313 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | From discussions in https://github.com/huggingface/datasets/issues/5189, for tabular data it doesn't really make sense to have to do
```python
df = load_dataset(...)["train"].to_pandas()
```
because many datasets are not split.
In this PR I added `to_pandas` to `DatasetDict` which returns the DataFrame:
If th... | 2023-09-24T10:06:19Z | https://github.com/huggingface/datasets/pull/5312 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Description
As suggested by @lhoestq in #3888, we should be adding the param `features` to `IterableDataset.map` so that the features can be preserved (not turned into `None` as that's the default behavior) whenever the user passes those as param, so as to be consistent with `Dataset.map`, as it provides the `fea... | 2022-12-06T15:45:02Z | https://github.com/huggingface/datasets/pull/5311 | {
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Additionally, some `os.path` methods are fixed for remote URLs on Windows machines.
Now, on Windows machines:
```python
In [2]: str(xPath("C:\\dir\\file.txt"))
Out[2]: 'C:\\dir\\file.txt'
In [... | 2022-11-30T12:00:09Z | https://github.com/huggingface/datasets/pull/5310 | {
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https://api.github.com/repos/huggingface/datasets/issues/5306/comments | https://api.github.com/repos/huggingface/datasets/issues/5306/timeline | 2022-11-28T08:11:44Z | null | completed | I_kwDODunzps5XYOf_ | closed | [] | null | 5,306 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Describe the bug
I have created a feature dictionary to describe my datasets' column types, to use when loading the dataset, following [the doc](https://huggingface.co/docs/datasets/main/en/about_dataset_features). It crashes at dataset load.
### Steps to reproduce the bug
```python
# Creating features
task_... | 2022-11-28T08:11:45Z | https://github.com/huggingface/datasets/issues/5306 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
The dataset https://huggingface.co/datasets/joelito/mc4_legal works for languages like bg with a single data file, but not for languages with multiple files like de. It shows zero rows for the de dataset.
joelniklaus@Joels-MacBook-Pro ~/N/P/C/L/p/m/mc4_legal (main) [1]> python test_mc4_legal.... | 2022-11-28T07:22:42Z | https://github.com/huggingface/datasets/issues/5305 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When I use the function ```timit = load_dataset('timit_asr', data_dir=data_dir)```, it only loads train split, not test split.
I tried to change the directory and filename to lower case to upper case for the test split, but it does not work at all.
```python
DatasetDict({
train: Datase... | 2023-02-10T16:33:21Z | https://github.com/huggingface/datasets/issues/5304 | {
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PS: Maybe we should deprecate... | 2023-02-13T16:50:42Z | https://github.com/huggingface/datasets/pull/5303 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ...instead of a DatasetDict.
```python
# now supported
ds = load_dataset("squad")
ds[0]
for example in ds:
pass
# still works
ds["train"]
ds["validation"]
# new
ds.splits # Dict[str, Dataset] | None
# soon to be supported (not in this PR)
ds = load_dataset("dataset_with_no_splits")
ds[0]
f... | 2023-09-24T10:06:15Z | https://github.com/huggingface/datasets/pull/5301 | {
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Fix #5298. | 2022-11-29T08:23:58Z | https://github.com/huggingface/datasets/pull/5299 | {
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From its implementation:
```python
def xopen(file: str, mode="r", *args, **kwargs):
file = _as_posix(PurePath(file))
main_hop, *rest_hops = file.split("::")
if is_local_path(main_hop):
return open(file, mode, *args, **kwarg... | 2022-11-29T08:21:25Z | https://github.com/huggingface/datasets/issues/5298 | {
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Fix #5296. | 2022-11-29T08:07:39Z | https://github.com/huggingface/datasets/pull/5297 | {
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```python
from datasets.download.streaming_download_manager import xjoin
path = xjoin("C:\\Users\\USERNAME", "filename.txt")
```
Join path should be:
... | 2022-11-29T08:05:13Z | https://github.com/huggingface/datasets/issues/5296 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi,
`load_dataset()` does not work .zip files located on a read-only directory. Looks like it's because Dataset creates a lock file in the [same directory](https://github.com/huggingface/datasets/blob/df4bdd365f2abb695f113cbf8856a925bc70901b/src/datasets/utils/extract.py) as the .zip file.
... | 2023-07-21T14:39:09Z | https://github.com/huggingface/datasets/issues/5295 | {
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Fix #5293. | 2022-11-29T07:09:08Z | https://github.com/huggingface/datasets/pull/5294 | {
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This feature will be useful e.g. for datasets containing text files and annotated files with the same name but different extension. | 2022-11-29T07:06:33Z | https://github.com/huggingface/datasets/issues/5293 | {
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There was a fix by:
- #5291
However, both documentati... | 2022-11-24T10:10:02Z | https://github.com/huggingface/datasets/issues/5292 | {
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Pillow does not yet support JXL, but there's a plugi... | 2022-11-29T18:49:46Z | https://github.com/huggingface/datasets/pull/5289 | {
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Saving a dataset to disk as json (using `to_json`) and then loading it again (using `load_dataset`) results in features whose labels are not type-cast correctly. In the code snippet below, `features.label` should have a label of type `ClassLabel` but has type `Value` instead.
### Steps to re... | 2022-11-25T12:53:51Z | https://github.com/huggingface/datasets/issues/5288 | {
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This PR is related to #... | 2022-11-28T15:43:14Z | https://github.com/huggingface/datasets/pull/5287 | {
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I follow the steps provided on the website [https://huggingface.co/datasets/wikipedia](https://huggingface.co/datasets/wikipedia)
$ pip install apache_beam mwparserfromhell
>>> from datasets import load_dataset
>>> load_dataset("wikipedia", "20220301.en")
however this results in the follo... | 2023-10-03T19:46:44Z | https://github.com/huggingface/datasets/issues/5286 | {
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Related to https://github.com/huggingface/datasets/issues/5276 | 2022-11-24T14:11:41Z | https://github.com/huggingface/datasets/pull/5285 | {
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The `remove_column` method of the IterableDataset sets the dataset features to None.
### Steps to reproduce the bug
```python
from datasets import Audio, load_dataset
# load LS in streaming mode
dataset = load_dataset("librispeech_asr", "clean", split="validation", streaming=True)
... | 2023-02-02T09:05:51Z | https://github.com/huggingface/datasets/issues/5284 | {
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