url stringlengths 58 61 | number int64 1 8.23k | title stringlengths 1 290 | body stringlengths 0 228k ⌀ | state stringclasses 2
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|---|---|---|---|---|---|---|---|---|---|---|
https://api.github.com/repos/huggingface/datasets/issues/5720 | 5,720 | Streaming IterableDatasets do not work with torch DataLoaders | ### Describe the bug
When using streaming datasets set up with train/val split using `.skip()` and `.take()`, the following error occurs when iterating over a torch dataloader:
```
File "/Users/julian/miniconda3/envs/sims/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 363, in __iter__
self.... | open | 2023-04-08T18:45:48 | https://api.github.com/repos/huggingface/datasets/issues/5720/comments | null | false | Streaming IterableDatasets do not work with torch DataLoaders
### Describe the bug
When using streaming datasets set up with train/val split using `.skip()` and `.take()`, the following error occurs when iterating over a torch dataloader:
```
File "/Users/julian/miniconda3/envs/sims/lib/python3.9/site-packages/tor... | [
"Edit: This behavior is true even without `.take/.set`",
"I'm experiencing the same problem that @jlehrer1. I was able to reproduce it with a very small example:\r\n\r\n```py\r\nfrom datasets import Dataset, load_dataset, load_dataset_builder\r\nfrom torch.utils.data import DataLoader\r\n\r\n\r\ndef my_gen():\r\n... |
https://api.github.com/repos/huggingface/datasets/issues/5719 | 5,719 | Array2D feature creates a list of list instead of a numpy array | ### Describe the bug
I'm not sure if this is expected behavior or not. When I create a 2D array using `Array2D`, the data has list type instead of numpy array. I think it should not be the expected behavior especially when I feed a numpy array as input to the data creation function. Why is it converting my array int... | closed | 2023-04-07T21:04:08 | https://api.github.com/repos/huggingface/datasets/issues/5719/comments | null | false | Array2D feature creates a list of list instead of a numpy array
### Describe the bug
I'm not sure if this is expected behavior or not. When I create a 2D array using `Array2D`, the data has list type instead of numpy array. I think it should not be the expected behavior especially when I feed a numpy array as input ... | [
"Hi! \r\n\r\nYou need to set the format to `np` before indexing the dataset to get NumPy arrays:\r\n```python\r\nfeatures = Features(dict(seq=Array2D((2,2), 'float32'))) \r\nds = Dataset.from_dict(dict(seq=[np.random.rand(2,2)]), features=features)\r\nds.set_format(\"np\")\r\na = ds[0]['seq']\r\n```\r\n\r\n> I th... |
https://api.github.com/repos/huggingface/datasets/issues/5718 | 5,718 | Reorder default data splits to have validation before test | This PR reorders data splits, so that by default validation appears before test.
The default order becomes: [train, validation, test] instead of [train, test, validation]. | closed | 2023-04-07T16:01:26 | https://api.github.com/repos/huggingface/datasets/issues/5718/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5718",
"html_url": "https://github.com/huggingface/datasets/pull/5718",
"diff_url": "https://github.com/huggingface/datasets/pull/5718.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5718.patch",
"merged_at": "2023-04-27T14:35... | true | Reorder default data splits to have validation before test
This PR reorders data splits, so that by default validation appears before test.
The default order becomes: [train, validation, test] instead of [train, test, validation]. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"After this CI error: https://github.com/huggingface/datasets/actions/runs/4639528358/jobs/8210492953?pr=5718\r\n```\r\nFAILED tests/test_data_files.py::test_get_data_files_patterns[data_file_per_split4] - AssertionError: assert ['ran... |
https://api.github.com/repos/huggingface/datasets/issues/5717 | 5,717 | Errror when saving to disk a dataset of images | ### Describe the bug
Hello!
I have an issue when I try to save on disk my dataset of images. The error I get is:
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 1442, in save_... | open | 2023-04-07T11:59:17 | https://api.github.com/repos/huggingface/datasets/issues/5717/comments | null | false | Errror when saving to disk a dataset of images
### Describe the bug
Hello!
I have an issue when I try to save on disk my dataset of images. The error I get is:
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/... | [
"Looks like as long as the number of shards makes a batch lower than 1000 images it works. In my training set I have 40K images. If I use `num_shards=40` (batch of 1000 images) I get the error, but if I update it to `num_shards=50` (batch of 800 images) it works.\r\n\r\nI will be happy to share my dataset privately... |
https://api.github.com/repos/huggingface/datasets/issues/5716 | 5,716 | Handle empty audio | Some audio paths exist, but they are empty, and an error will be reported when reading the audio path.How to use the filter function to avoid the empty audio path?
when a audio is empty, when do resample , it will break:
`array, sampling_rate = sf.read(f) array = librosa.resample(array, orig_sr=sampling_rate, target_... | closed | 2023-04-07T09:51:40 | https://api.github.com/repos/huggingface/datasets/issues/5716/comments | null | false | Handle empty audio
Some audio paths exist, but they are empty, and an error will be reported when reading the audio path.How to use the filter function to avoid the empty audio path?
when a audio is empty, when do resample , it will break:
`array, sampling_rate = sf.read(f) array = librosa.resample(array, orig_sr=sam... | [
"Hi! Can you share one of the problematic audio files with us?\r\n\r\nI tried to reproduce the error with the following code: \r\n```python\r\nimport soundfile as sf\r\nimport numpy as np\r\nfrom datasets import Audio\r\n\r\nsf.write(\"empty.wav\", np.array([]), 16000)\r\nAudio(sampling_rate=24000).decode_example(... |
https://api.github.com/repos/huggingface/datasets/issues/5715 | 5,715 | Return Numpy Array (fixed length) Mode, in __get_item__, Instead of List | ### Feature request
There are old known issues, but they can be easily forgettable problems in multiprocessing with pytorch-dataloader:
Too high usage of RAM or shared-memory in pytorch when we set num workers > 1 and returning type of dataset or dataloader is "List" or "Dict".
https://github.com/pytorch/pytorch... | closed | 2023-04-06T13:57:48 | https://api.github.com/repos/huggingface/datasets/issues/5715/comments | null | false | Return Numpy Array (fixed length) Mode, in __get_item__, Instead of List
### Feature request
There are old known issues, but they can be easily forgettable problems in multiprocessing with pytorch-dataloader:
Too high usage of RAM or shared-memory in pytorch when we set num workers > 1 and returning type of datas... | [
"Hi! \r\n\r\nYou can use [`.set_format(\"np\")`](https://huggingface.co/docs/datasets/process#format) to get NumPy arrays (or Pytorch tensors with `.set_format(\"torch\")`) in `__getitem__`.\r\n\r\nAlso, have you been able to reproduce the linked PyTorch issue with a HF dataset?\r\n "
] |
https://api.github.com/repos/huggingface/datasets/issues/5714 | 5,714 | Fix xnumpy_load for .npz files | PR:
- #5626
implemented support for streaming `.npy` files by using `numpy.load`.
However, it introduced a bug when used with `.npz` files, within a context manager:
```
ValueError: seek of closed file
```
or in streaming mode:
```
ValueError: I/O operation on closed file.
```
This PR fixes the bug an... | closed | 2023-04-06T13:01:45 | https://api.github.com/repos/huggingface/datasets/issues/5714/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5714",
"html_url": "https://github.com/huggingface/datasets/pull/5714",
"diff_url": "https://github.com/huggingface/datasets/pull/5714.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5714.patch",
"merged_at": "2023-04-07T09:16... | true | Fix xnumpy_load for .npz files
PR:
- #5626
implemented support for streaming `.npy` files by using `numpy.load`.
However, it introduced a bug when used with `.npz` files, within a context manager:
```
ValueError: seek of closed file
```
or in streaming mode:
```
ValueError: I/O operation on closed file.
... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5713 | 5,713 | ArrowNotImplementedError when loading dataset from the hub | ### Describe the bug
Hello,
I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error:
```
Traceback (most recent call last):
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-packages/datasets/builder.py", line 1860, in _prepare_split_... | closed | 2023-04-06T10:27:22 | https://api.github.com/repos/huggingface/datasets/issues/5713/comments | null | false | ArrowNotImplementedError when loading dataset from the hub
### Describe the bug
Hello,
I have created a dataset by using the image loader. Once the dataset is created I try to download it and I get the error:
```
Traceback (most recent call last):
File "/home/jplu/miniconda3/envs/image-xp/lib/python3.10/site-p... | [
"Hi Julien ! This sounds related to https://github.com/huggingface/datasets/issues/5695 - TL;DR: you need to have shards smaller than 2GB to avoid this issue\r\n\r\nThe number of rows per shard is computed using an estimated size of the full dataset, which can sometimes lead to shards bigger than `max_shard_size`. ... |
https://api.github.com/repos/huggingface/datasets/issues/5712 | 5,712 | load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load() | ### Describe the bug
Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=configuration,
data_dir=dataset_dir,
... | closed | 2023-04-05T16:47:10 | https://api.github.com/repos/huggingface/datasets/issues/5712/comments | null | false | load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load()
### Describe the bug
Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=config... | [
"Closing since this is a duplicate of #5711",
"> Closing since this is a duplicate of #5711\r\n\r\nSorry @mariosasko , my internet went down went submitting the issue, and somehow it ended up creating a duplicate"
] |
https://api.github.com/repos/huggingface/datasets/issues/5711 | 5,711 | load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load() | ### Describe the bug
Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=configuration,
data_dir=dataset_dir,
... | closed | 2023-04-05T16:46:49 | https://api.github.com/repos/huggingface/datasets/issues/5711/comments | null | false | load_dataset in v2.11.0 raises "ValueError: seek of closed file" in np.load()
### Describe the bug
Hi,
I have some `dataset_load()` code of a custom offline dataset that works with datasets v2.10.1.
```python
ds = datasets.load_dataset(path=dataset_dir,
name=configur... | [
"It seems like https://github.com/huggingface/datasets/pull/5626 has introduced this error. \r\n\r\ncc @albertvillanova \r\n\r\nI think replacing:\r\nhttps://github.com/huggingface/datasets/blob/0803a006db1c395ac715662cc6079651f77c11ea/src/datasets/download/streaming_download_manager.py#L777-L778\r\nwith:\r\n```pyt... |
https://api.github.com/repos/huggingface/datasets/issues/5710 | 5,710 | OSError: Memory mapping file failed: Cannot allocate memory | ### Describe the bug
Hello, I have a series of datasets each of 5 GB, 600 datasets in total. So together this makes 3TB.
When I trying to load all the 600 datasets into memory, I get the above error message.
Is this normal because I'm hitting the max size of memory mapping of the OS?
Thank you
```te... | closed | 2023-04-05T14:11:26 | https://api.github.com/repos/huggingface/datasets/issues/5710/comments | null | false | OSError: Memory mapping file failed: Cannot allocate memory
### Describe the bug
Hello, I have a series of datasets each of 5 GB, 600 datasets in total. So together this makes 3TB.
When I trying to load all the 600 datasets into memory, I get the above error message.
Is this normal because I'm hitting the ma... | [
"Hi! This error means that PyArrow's internal [`mmap`](https://man7.org/linux/man-pages/man2/mmap.2.html) call failed to allocate memory, which can be tricky to debug. Since this error is more related to PyArrow than us, I think it's best to report this issue in their [repo](https://github.com/apache/arrow) (they a... |
https://api.github.com/repos/huggingface/datasets/issues/5709 | 5,709 | Manually dataset info made not taken into account | ### Describe the bug
Hello,
I'm manually building an image dataset with the `from_dict` approach. I also build the features with the `cast_features` methods. Once the dataset is created I push it on the hub, and a default `dataset_infos.json` file seems to have been automatically added to the repo in same time. Hen... | closed | 2023-04-05T11:15:17 | https://api.github.com/repos/huggingface/datasets/issues/5709/comments | null | false | Manually dataset info made not taken into account
### Describe the bug
Hello,
I'm manually building an image dataset with the `from_dict` approach. I also build the features with the `cast_features` methods. Once the dataset is created I push it on the hub, and a default `dataset_infos.json` file seems to have been... | [
"hi @jplu ! Did I understand you correctly that you create the dataset, push it to the Hub with `.push_to_hub` and you see a `dataset_infos.json` file there, then you edit this file, load the dataset with `load_dataset` and you don't see any changes in `.info` attribute of a dataset object? \r\n\r\nThis is actually... |
https://api.github.com/repos/huggingface/datasets/issues/5708 | 5,708 | Dataset sizes are in MiB instead of MB in dataset cards | As @severo reported in an internal discussion (https://github.com/huggingface/moon-landing/issues/5929):
Now we show the dataset size:
- from the dataset card (in the side column)
- from the datasets-server (in the viewer)
But, even if the size is the same, we see a mismatch because the viewer shows MB, while t... | closed | 2023-04-05T06:36:03 | https://api.github.com/repos/huggingface/datasets/issues/5708/comments | null | false | Dataset sizes are in MiB instead of MB in dataset cards
As @severo reported in an internal discussion (https://github.com/huggingface/moon-landing/issues/5929):
Now we show the dataset size:
- from the dataset card (in the side column)
- from the datasets-server (in the viewer)
But, even if the size is the same... | [
"Example of bulk edit: https://huggingface.co/datasets/aeslc/discussions/5",
"looks great! \r\n\r\nDo you encode the fact that you've already converted a dataset? (to not convert it twice) or do you base yourself on the info contained in `dataset_info`",
"I am only looping trough the dataset cards, assuming tha... |
https://api.github.com/repos/huggingface/datasets/issues/5706 | 5,706 | Support categorical data types for Parquet | ### Feature request
Huggingface datasets does not seem to support categorical / dictionary data types for Parquet as of now. There seems to be a `TODO` in the code for this feature but no implementation yet. Below you can find sample code to reproduce the error that is currently thrown when attempting to read a Parq... | closed | 2023-04-04T09:45:35 | https://api.github.com/repos/huggingface/datasets/issues/5706/comments | null | false | Support categorical data types for Parquet
### Feature request
Huggingface datasets does not seem to support categorical / dictionary data types for Parquet as of now. There seems to be a `TODO` in the code for this feature but no implementation yet. Below you can find sample code to reproduce the error that is curr... | [
"Hi ! We could definitely a type that holds the categories and uses a DictionaryType storage. There's a ClassLabel type that is similar with a 'names' parameter (similar to a id2label in deep learning frameworks) that uses an integer array as storage.\r\n\r\nIt can be added in `features.py`. Here are some pointers:... |
https://api.github.com/repos/huggingface/datasets/issues/5705 | 5,705 | Getting next item from IterableDataset took forever. | ### Describe the bug
I have a large dataset, about 500GB. The format of the dataset is parquet.
I then load the dataset and try to get the first item
```python
def get_one_item():
dataset = load_dataset("path/to/datafiles", split="train", cache_dir=".", streaming=True)
dataset = dataset.filter(lambda... | closed | 2023-04-04T09:16:17 | https://api.github.com/repos/huggingface/datasets/issues/5705/comments | null | false | Getting next item from IterableDataset took forever.
### Describe the bug
I have a large dataset, about 500GB. The format of the dataset is parquet.
I then load the dataset and try to get the first item
```python
def get_one_item():
dataset = load_dataset("path/to/datafiles", split="train", cache_dir=".",... | [
"Hi! It can take some time to iterate over Parquet files as big as yours, convert the samples to Python, and find the first one that matches a filter predicate before yielding it...",
"Thanks @mariosasko, I figured it was the filter operation. I'm closing this issue because it is not a bug, it is the expected beh... |
https://api.github.com/repos/huggingface/datasets/issues/5704 | 5,704 | 5537 speedup load | I reimplemented fsspec.spec.glob() in `hffilesystem.py` as `_glob`, used it in `_resolve_single_pattern_in_dataset_repository` only, and saw a 20% speedup in times to load the config, on average.
That's not much when usually this step takes only 2-3 seconds for most datasets, but in this particular case, `bigcode... | open | 2023-04-04T08:58:14 | https://api.github.com/repos/huggingface/datasets/issues/5704/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5704",
"html_url": "https://github.com/huggingface/datasets/pull/5704",
"diff_url": "https://github.com/huggingface/datasets/pull/5704.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5704.patch",
"merged_at": null
} | true | 5537 speedup load
I reimplemented fsspec.spec.glob() in `hffilesystem.py` as `_glob`, used it in `_resolve_single_pattern_in_dataset_repository` only, and saw a 20% speedup in times to load the config, on average.
That's not much when usually this step takes only 2-3 seconds for most datasets, but in this particul... | [
"Awesome ! cc @mariosasko :)",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5704). All of your documentation changes will be reflected on that endpoint.",
"Hi, thanks for working on this!\r\n\r\nYour solution only works if the `root` is `\"\"`, e.g., this would yield an... |
https://api.github.com/repos/huggingface/datasets/issues/5703 | 5,703 | [WIP][Test, Please ignore] Investigate performance impact of using multiprocessing only | null | closed | 2023-04-04T04:37:49 | https://api.github.com/repos/huggingface/datasets/issues/5703/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5703",
"html_url": "https://github.com/huggingface/datasets/pull/5703",
"diff_url": "https://github.com/huggingface/datasets/pull/5703.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5703.patch",
"merged_at": null
} | true | [WIP][Test, Please ignore] Investigate performance impact of using multiprocessing only
| [
"`multiprocess` uses `dill` instead of `pickle` for pickling shared objects and, as such, can pickle more types than `multiprocessing`. And I don't think this is something we want to change :).",
"That makes sense to me, and I don't think you should merge this change. I was only curious about the performance impa... |
https://api.github.com/repos/huggingface/datasets/issues/5702 | 5,702 | Is it possible or how to define a `datasets.Sequence` that could potentially be either a dict, a str, or None? | ### Feature request
Hello! Apologies if my question sounds naive:
I was wondering if it’s possible, or how one would go about defining a 'datasets.Sequence' element in datasets.Features that could potentially be either a dict, a str, or None?
Specifically, I’d like to define a feature for a list that contains 18... | closed | 2023-04-04T03:20:43 | https://api.github.com/repos/huggingface/datasets/issues/5702/comments | null | false | Is it possible or how to define a `datasets.Sequence` that could potentially be either a dict, a str, or None?
### Feature request
Hello! Apologies if my question sounds naive:
I was wondering if it’s possible, or how one would go about defining a 'datasets.Sequence' element in datasets.Features that could potentia... | [
"Hi ! `datasets` uses Apache Arrow as backend to store the data, and it requires each column to have a fixed type. Therefore a column can't have a mix of dicts/lists/strings.\r\n\r\nThough it's possible to have one (nullable) field for each type:\r\n```python\r\nfeatures = Features({\r\n \"text_alone\": Value(\"... |
https://api.github.com/repos/huggingface/datasets/issues/5701 | 5,701 | Add Dataset.from_spark | Adds static method Dataset.from_spark to create datasets from Spark DataFrames.
This approach alleviates users of the need to materialize their dataframe---a common use case is that the user loads their dataset into a dataframe, uses Spark to apply some transformation to some of the columns, and then wants to train ... | closed | 2023-04-03T23:51:29 | https://api.github.com/repos/huggingface/datasets/issues/5701/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5701",
"html_url": "https://github.com/huggingface/datasets/pull/5701",
"diff_url": "https://github.com/huggingface/datasets/pull/5701.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5701.patch",
"merged_at": "2023-04-26T15:43... | true | Add Dataset.from_spark
Adds static method Dataset.from_spark to create datasets from Spark DataFrames.
This approach alleviates users of the need to materialize their dataframe---a common use case is that the user loads their dataset into a dataframe, uses Spark to apply some transformation to some of the columns, a... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"@mariosasko Would you or another HF datasets maintainer be able to review this, please?",
"Amazing ! Great job @maddiedawson \r\n\r\nDo you know if it's possible to also support writing to Parquet using the HF ParquetWriter if `fil... |
https://api.github.com/repos/huggingface/datasets/issues/5700 | 5,700 | fix: fix wrong modification of the 'cache_file_name' -related paramet… | …ers values in 'train_test_split' + fix bad interaction between 'keep_in_memory' and 'cache_file_name' -related parameters (#5699) | open | 2023-04-03T18:05:26 | https://api.github.com/repos/huggingface/datasets/issues/5700/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5700",
"html_url": "https://github.com/huggingface/datasets/pull/5700",
"diff_url": "https://github.com/huggingface/datasets/pull/5700.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5700.patch",
"merged_at": null
} | true | fix: fix wrong modification of the 'cache_file_name' -related paramet…
…ers values in 'train_test_split' + fix bad interaction between 'keep_in_memory' and 'cache_file_name' -related parameters (#5699) | [
"Have you tried to set the cache file names if `keep_in_memory`is True ?\r\n\r\n```diff\r\n- if self.cache_files:\r\n+ if self.cache_files and not keep_in_memory:\r\n```\r\n\r\nThis way it doesn't change the indice cache arguments and leave them as `None`",
"@lhoestq \r\nRegarding what you suggest:\r\nThe thing i... |
https://api.github.com/repos/huggingface/datasets/issues/5699 | 5,699 | Issue when wanting to split in memory a cached dataset | ### Describe the bug
**In the 'train_test_split' method of the Dataset class** (defined datasets/arrow_dataset.py), **if 'self.cache_files' is not empty**, then, **regarding the input parameters 'train_indices_cache_file_name' and 'test_indices_cache_file_name', if they are None**, we modify them to make them not No... | open | 2023-04-03T17:00:07 | https://api.github.com/repos/huggingface/datasets/issues/5699/comments | null | false | Issue when wanting to split in memory a cached dataset
### Describe the bug
**In the 'train_test_split' method of the Dataset class** (defined datasets/arrow_dataset.py), **if 'self.cache_files' is not empty**, then, **regarding the input parameters 'train_indices_cache_file_name' and 'test_indices_cache_file_name',... | [
"Hi ! Good catch, this is wrong indeed and thanks for opening a PR :)",
"Facing the same issue. Kindly fix this bug."
] |
https://api.github.com/repos/huggingface/datasets/issues/5698 | 5,698 | Add Qdrant as another search index | ### Feature request
I'd suggest adding Qdrant (https://qdrant.tech) as another search index available, so users can directly build an index from a dataset. Currently, FAISS and ElasticSearch are only supported: https://huggingface.co/docs/datasets/faiss_es
### Motivation
ElasticSearch is a keyword-based search syst... | open | 2023-04-03T14:25:19 | https://api.github.com/repos/huggingface/datasets/issues/5698/comments | null | false | Add Qdrant as another search index
### Feature request
I'd suggest adding Qdrant (https://qdrant.tech) as another search index available, so users can directly build an index from a dataset. Currently, FAISS and ElasticSearch are only supported: https://huggingface.co/docs/datasets/faiss_es
### Motivation
ElasticSe... | [
"@mariosasko I'd appreciate your feedback on this. "
] |
https://api.github.com/repos/huggingface/datasets/issues/5697 | 5,697 | Raise an error on missing distributed seed | close https://github.com/huggingface/datasets/issues/5696 | closed | 2023-04-03T10:44:58 | https://api.github.com/repos/huggingface/datasets/issues/5697/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5697",
"html_url": "https://github.com/huggingface/datasets/pull/5697",
"diff_url": "https://github.com/huggingface/datasets/pull/5697.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5697.patch",
"merged_at": "2023-04-04T14:58... | true | Raise an error on missing distributed seed
close https://github.com/huggingface/datasets/issues/5696 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5696 | 5,696 | Shuffle a sharded iterable dataset without seed can lead to duplicate data | As reported in https://github.com/huggingface/datasets/issues/5360
If `seed=None` in `.shuffle()`, shuffled datasets don't use the same shuffling seed across nodes.
Because of that, the lists of shards is not shuffled the same way across nodes, and therefore some shards may be assigned to multiple nodes instead o... | closed | 2023-04-03T09:40:03 | https://api.github.com/repos/huggingface/datasets/issues/5696/comments | null | false | Shuffle a sharded iterable dataset without seed can lead to duplicate data
As reported in https://github.com/huggingface/datasets/issues/5360
If `seed=None` in `.shuffle()`, shuffled datasets don't use the same shuffling seed across nodes.
Because of that, the lists of shards is not shuffled the same way across n... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5695 | 5,695 | Loading big dataset raises pyarrow.lib.ArrowNotImplementedError | ### Describe the bug
Calling `datasets.load_dataset` to load the (publicly available) dataset `theodor1289/wit` fails with `pyarrow.lib.ArrowNotImplementedError`.
### Steps to reproduce the bug
Steps to reproduce this behavior:
1. `!pip install datasets`
2. `!huggingface-cli login`
3. This step will throw the e... | closed | 2023-04-02T14:42:44 | https://api.github.com/repos/huggingface/datasets/issues/5695/comments | null | false | Loading big dataset raises pyarrow.lib.ArrowNotImplementedError
### Describe the bug
Calling `datasets.load_dataset` to load the (publicly available) dataset `theodor1289/wit` fails with `pyarrow.lib.ArrowNotImplementedError`.
### Steps to reproduce the bug
Steps to reproduce this behavior:
1. `!pip install datas... | [
"Hi ! It looks like an issue with PyArrow: https://issues.apache.org/jira/browse/ARROW-5030\r\n\r\nIt appears it can happen when you have parquet files with row groups larger than 2GB.\r\nI can see that your parquet files are around 10GB. It is usually advised to keep a value around the default value 500MB to avoid... |
https://api.github.com/repos/huggingface/datasets/issues/5694 | 5,694 | Dataset configuration | Following discussions from https://github.com/huggingface/datasets/pull/5331
We could have something like `config.json` to define the configuration of a dataset.
```json
{
"data_dir": "data"
"data_files": {
"train": "train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*"
}
}
```
... | open | 2023-04-01T13:08:05 | https://api.github.com/repos/huggingface/datasets/issues/5694/comments | null | false | Dataset configuration
Following discussions from https://github.com/huggingface/datasets/pull/5331
We could have something like `config.json` to define the configuration of a dataset.
```json
{
"data_dir": "data"
"data_files": {
"train": "train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9... | [
"Originally we also though about adding it to the YAML part of the README.md:\r\n\r\n```yaml\r\nbuilder_config:\r\n data_dir: data\r\n data_files:\r\n - split: train\r\n pattern: \"train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*\"\r\n```\r\n\r\nHaving it in the README.md could make it easier to mod... |
https://api.github.com/repos/huggingface/datasets/issues/5693 | 5,693 | [docs] Split pattern search order | This PR addresses #5681 about the order of split patterns 🤗 Datasets searches for when generating dataset splits. | closed | 2023-03-31T19:51:38 | https://api.github.com/repos/huggingface/datasets/issues/5693/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5693",
"html_url": "https://github.com/huggingface/datasets/pull/5693",
"diff_url": "https://github.com/huggingface/datasets/pull/5693.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5693.patch",
"merged_at": "2023-04-03T18:29... | true | [docs] Split pattern search order
This PR addresses #5681 about the order of split patterns 🤗 Datasets searches for when generating dataset splits. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5692 | 5,692 | pyarrow.lib.ArrowInvalid: Unable to merge: Field <field> has incompatible types | ### Describe the bug
When loading the dataset [wikianc-en](https://huggingface.co/datasets/cyanic-selkie/wikianc-en) which I created using [this](https://github.com/cyanic-selkie/wikianc) code, I get the following error:
```
Traceback (most recent call last):
File "/home/sven/code/rector/answer-detection/trai... | open | 2023-03-31T18:19:40 | https://api.github.com/repos/huggingface/datasets/issues/5692/comments | null | false | pyarrow.lib.ArrowInvalid: Unable to merge: Field <field> has incompatible types
### Describe the bug
When loading the dataset [wikianc-en](https://huggingface.co/datasets/cyanic-selkie/wikianc-en) which I created using [this](https://github.com/cyanic-selkie/wikianc) code, I get the following error:
```
Tracebac... | [
"Hi! The link pointing to the code that generated the dataset is broken. Can you please fix it to make debugging easier?",
"> Hi! The link pointing to the code that generated the dataset is broken. Can you please fix it to make debugging easier?\r\n\r\nSorry about that, it's fixed now.\r\n",
"@cyanic-selkie cou... |
https://api.github.com/repos/huggingface/datasets/issues/5691 | 5,691 | [docs] Compress data files | This PR addresses the comments in #5687 about compressing text file extensions before uploading to the Hub. Also clarified what "too large" means based on the GitLFS [docs](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-git-large-file-storage). | closed | 2023-03-31T17:17:26 | https://api.github.com/repos/huggingface/datasets/issues/5691/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5691",
"html_url": "https://github.com/huggingface/datasets/pull/5691",
"diff_url": "https://github.com/huggingface/datasets/pull/5691.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5691.patch",
"merged_at": "2023-04-19T07:25... | true | [docs] Compress data files
This PR addresses the comments in #5687 about compressing text file extensions before uploading to the Hub. Also clarified what "too large" means based on the GitLFS [docs](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-git-large-file-storage). | [
"_The documentation is not available anymore as the PR was closed or merged._",
"[Confirmed](https://huggingface.slack.com/archives/C02EMARJ65P/p1680541667004199) with the Hub team the file size limit for the Hugging Face Hub is 10MB :)",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<deta... |
https://api.github.com/repos/huggingface/datasets/issues/5689 | 5,689 | Support streaming Beam datasets from HF GCS preprocessed data | This PR implements streaming Apache Beam datasets that are already preprocessed by us and stored in the HF Google Cloud Storage:
- natural_questions
- wiki40b
- wikipedia
This is done by streaming from the prepared Arrow files in HF Google Cloud Storage.
This will fix their corresponding dataset viewers. Relat... | closed | 2023-03-31T08:44:24 | https://api.github.com/repos/huggingface/datasets/issues/5689/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5689",
"html_url": "https://github.com/huggingface/datasets/pull/5689",
"diff_url": "https://github.com/huggingface/datasets/pull/5689.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5689.patch",
"merged_at": "2023-04-12T05:50... | true | Support streaming Beam datasets from HF GCS preprocessed data
This PR implements streaming Apache Beam datasets that are already preprocessed by us and stored in the HF Google Cloud Storage:
- natural_questions
- wiki40b
- wikipedia
This is done by streaming from the prepared Arrow files in HF Google Cloud Storag... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"```python\r\nIn [1]: from datasets import load_dataset\r\n\r\nIn [2]: ds = load_dataset(\"wikipedia\", \"20220301.en\", split=\"train\", streaming=True); item = next(iter(ds)); item\r\nOut[2]: \r\n{'id': '12',\r\n 'url': 'https://en.... |
https://api.github.com/repos/huggingface/datasets/issues/5690 | 5,690 | raise AttributeError(f"No {package_name} attribute {name}") AttributeError: No huggingface_hub attribute hf_api | ### Describe the bug
rta.sh
Traceback (most recent call last):
File "run.py", line 7, in <module>
import datasets
File "/home/appuser/miniconda3/envs/pt2/lib/python3.8/site-packages/datasets/__init__.py", line 37, in <module>
from .builder import ArrowBasedBuilder, BeamBasedBuilder, BuilderConfig, Dat... | closed | 2023-03-31T08:22:22 | https://api.github.com/repos/huggingface/datasets/issues/5690/comments | null | false | raise AttributeError(f"No {package_name} attribute {name}") AttributeError: No huggingface_hub attribute hf_api
### Describe the bug
rta.sh
Traceback (most recent call last):
File "run.py", line 7, in <module>
import datasets
File "/home/appuser/miniconda3/envs/pt2/lib/python3.8/site-packages/datasets/__in... | [
"Hi @wccccp, thanks for reporting. \r\nThat's weird since `huggingface_hub` _has_ a module called `hf_api` and you are using a recent version of it. \r\n\r\nWhich version of `datasets` are you using? And is it a bug that you experienced only recently? (cc @lhoestq can it be somehow related to the recent release of ... |
https://api.github.com/repos/huggingface/datasets/issues/5688 | 5,688 | Wikipedia download_and_prepare for GCS | ### Describe the bug
I am unable to download the wikipedia dataset onto GCS.
When I run the script provided the memory firstly gets eaten up, then it crashes.
I tried running this on a VM with 128GB RAM and all I got was a two empty files: _data_builder.lock_, _data.incomplete/beam-temp-wikipedia-train-1ab2039a... | closed | 2023-03-30T23:43:22 | https://api.github.com/repos/huggingface/datasets/issues/5688/comments | null | false | Wikipedia download_and_prepare for GCS
### Describe the bug
I am unable to download the wikipedia dataset onto GCS.
When I run the script provided the memory firstly gets eaten up, then it crashes.
I tried running this on a VM with 128GB RAM and all I got was a two empty files: _data_builder.lock_, _data.incomp... | [
"Hi @adrianfagerland, thanks for reporting.\r\n\r\nPlease note that \"wikipedia\" is a special dataset, with an Apache Beam builder: https://beam.apache.org/\r\nYou can find more info about Beam datasets in our docs: https://huggingface.co/docs/datasets/beam\r\n\r\nIt was implemented to be run in parallel processin... |
https://api.github.com/repos/huggingface/datasets/issues/5687 | 5,687 | Document to compress data files before uploading | In our docs to [Share a dataset to the Hub](https://huggingface.co/docs/datasets/upload_dataset), we tell users to upload directly their data files, like CSV, JSON, JSON-Lines, text,... However, these extensions are not tracked by Git LFS by default, as they are not in the `.giattributes` file. Therefore, if they are t... | closed | 2023-03-30T06:41:07 | https://api.github.com/repos/huggingface/datasets/issues/5687/comments | null | false | Document to compress data files before uploading
In our docs to [Share a dataset to the Hub](https://huggingface.co/docs/datasets/upload_dataset), we tell users to upload directly their data files, like CSV, JSON, JSON-Lines, text,... However, these extensions are not tracked by Git LFS by default, as they are not in t... | [
"Great idea!\r\n\r\nShould we also take this opportunity to include some audio/image file formats? Currently, it still reads very text heavy. Something like:\r\n\r\n> We support many text, audio, and image data extensions such as `.zip`, `.rar`, `.mp3`, and `.jpg` among many others. For data extensions like `.csv`,... |
https://api.github.com/repos/huggingface/datasets/issues/5686 | 5,686 | set dev version | null | closed | 2023-03-29T18:24:13 | https://api.github.com/repos/huggingface/datasets/issues/5686/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5686",
"html_url": "https://github.com/huggingface/datasets/pull/5686",
"diff_url": "https://github.com/huggingface/datasets/pull/5686.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5686.patch",
"merged_at": "2023-03-29T18:24... | true | set dev version
| [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5686). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... |
https://api.github.com/repos/huggingface/datasets/issues/5685 | 5,685 | Broken Image render on the hub website | ### Describe the bug
Hi :wave:
Not sure if this is the right place to ask, but I am trying to load a huge amount of datasets on the hub (:partying_face: ) but I am facing a little issue with the `image` type
 but I am facing a little issue with the `image` type
![image](https://user-images.githubusercontent.com/15908060/22858... | [
"Hi! \r\n\r\nYou can fix the viewer by adding the `dataset_info` YAML field deleted in https://huggingface.co/datasets/Francesco/cell-towers/commit/b95b59ddd91ebe9c12920f0efe0ed415cd0d4298 back to the metadata section of the card. \r\n\r\nTo avoid this issue in the feature, you can use `huggingface_hub`'s [RepoCard... |
https://api.github.com/repos/huggingface/datasets/issues/5684 | 5,684 | Release: 2.11.0 | null | closed | 2023-03-29T15:06:07 | https://api.github.com/repos/huggingface/datasets/issues/5684/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5684",
"html_url": "https://github.com/huggingface/datasets/pull/5684",
"diff_url": "https://github.com/huggingface/datasets/pull/5684.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5684.patch",
"merged_at": "2023-03-29T18:15... | true | Release: 2.11.0
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5683 | 5,683 | Fix verification_mode when ignore_verifications is passed | This PR fixes the values assigned to `verification_mode` when passing `ignore_verifications` to `load_dataset`.
Related to:
- #5303
Fix #5682. | closed | 2023-03-29T15:00:50 | https://api.github.com/repos/huggingface/datasets/issues/5683/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5683",
"html_url": "https://github.com/huggingface/datasets/pull/5683",
"diff_url": "https://github.com/huggingface/datasets/pull/5683.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5683.patch",
"merged_at": "2023-03-29T17:28... | true | Fix verification_mode when ignore_verifications is passed
This PR fixes the values assigned to `verification_mode` when passing `ignore_verifications` to `load_dataset`.
Related to:
- #5303
Fix #5682. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5682 | 5,682 | ValueError when passing ignore_verifications | When passing `ignore_verifications=True` to `load_dataset`, we get a ValueError:
```
ValueError: 'none' is not a valid VerificationMode
``` | closed | 2023-03-29T15:00:30 | https://api.github.com/repos/huggingface/datasets/issues/5682/comments | null | false | ValueError when passing ignore_verifications
When passing `ignore_verifications=True` to `load_dataset`, we get a ValueError:
```
ValueError: 'none' is not a valid VerificationMode
``` | [] |
https://api.github.com/repos/huggingface/datasets/issues/5681 | 5,681 | Add information about patterns search order to the doc about structuring repo | Following [this](https://github.com/huggingface/datasets/issues/5650) issue I think we should add a note about the order of patterns that is used to find splits, see [my comment](https://github.com/huggingface/datasets/issues/5650#issuecomment-1488412527). Also we should reference this page in pages about packaged load... | closed | 2023-03-29T11:44:49 | https://api.github.com/repos/huggingface/datasets/issues/5681/comments | null | false | Add information about patterns search order to the doc about structuring repo
Following [this](https://github.com/huggingface/datasets/issues/5650) issue I think we should add a note about the order of patterns that is used to find splits, see [my comment](https://github.com/huggingface/datasets/issues/5650#issuecommen... | [
"Good idea, I think I've seen this a couple of times before too on the forums. I can work on this :)",
"Closed in #5693 "
] |
https://api.github.com/repos/huggingface/datasets/issues/5680 | 5,680 | Fix a description error for interleave_datasets. | There is a description mistake in the annotation of interleave_dataset with "all_exhausted" stopping_strategy.
``` python
d1 = Dataset.from_dict({"a": [0, 1, 2]})
d2 = Dataset.from_dict({"a": [10, 11, 12, 13]})
d3 = Dataset.from_dict({"a": [20, 21, 22, 23, 24]})
dataset = interleave_datasets([d1, d2, d3], stopping... | closed | 2023-03-29T09:50:23 | https://api.github.com/repos/huggingface/datasets/issues/5680/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5680",
"html_url": "https://github.com/huggingface/datasets/pull/5680",
"diff_url": "https://github.com/huggingface/datasets/pull/5680.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5680.patch",
"merged_at": "2023-03-30T13:07... | true | Fix a description error for interleave_datasets.
There is a description mistake in the annotation of interleave_dataset with "all_exhausted" stopping_strategy.
``` python
d1 = Dataset.from_dict({"a": [0, 1, 2]})
d2 = Dataset.from_dict({"a": [10, 11, 12, 13]})
d3 = Dataset.from_dict({"a": [20, 21, 22, 23, 24]})
dat... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_a... |
https://api.github.com/repos/huggingface/datasets/issues/5679 | 5,679 | Allow load_dataset to take a working dir for intermediate data | ### Feature request
As a user, I can set a working dir for intermediate data creation. The processed files will be moved to the cache dir, like
```
load_dataset(…, working_dir=”/temp/dir”, cache_dir=”/cloud_dir”).
```
### Motivation
This will help the use case for using datasets with cloud storage as cache. It wi... | open | 2023-03-29T07:21:09 | https://api.github.com/repos/huggingface/datasets/issues/5679/comments | null | false | Allow load_dataset to take a working dir for intermediate data
### Feature request
As a user, I can set a working dir for intermediate data creation. The processed files will be moved to the cache dir, like
```
load_dataset(…, working_dir=”/temp/dir”, cache_dir=”/cloud_dir”).
```
### Motivation
This will help the... | [
"Hi ! AFAIK a dataset must be present on a local disk to be able to efficiently memory map the datasets Arrow files. What makes you think that it is possible to load from a cloud storage and have good performance ?\r\n\r\nAnyway it's already possible to download_and_prepare a dataset as Arrow files in a cloud stora... |
https://api.github.com/repos/huggingface/datasets/issues/5678 | 5,678 | Add support to create a Dataset from spark dataframe | ### Feature request
Add a new API `Dataset.from_spark` to create a Dataset from Spark DataFrame.
### Motivation
Spark is a distributed computing framework that can handle large datasets. By supporting loading Spark DataFrames directly into Hugging Face Datasets, we enable take the advantages of spark to processing t... | closed | 2023-03-29T04:36:28 | https://api.github.com/repos/huggingface/datasets/issues/5678/comments | null | false | Add support to create a Dataset from spark dataframe
### Feature request
Add a new API `Dataset.from_spark` to create a Dataset from Spark DataFrame.
### Motivation
Spark is a distributed computing framework that can handle large datasets. By supporting loading Spark DataFrames directly into Hugging Face Datasets, w... | [
"if i read spark Dataframe , got an error on multi-node Spark cluster.\r\nDid the Api (Dataset.from_spark) support Spark cluster, read dataframe and save_to_disk?\r\n\r\nError: \r\n_pickle.PicklingError: Could not serialize object: RuntimeError: It appears that you are attempting to reference SparkContext from a b... |
https://api.github.com/repos/huggingface/datasets/issues/5677 | 5,677 | Dataset.map() crashes when any column contains more than 1000 empty dictionaries | ### Describe the bug
`Dataset.map()` crashes any time any column contains more than `writer_batch_size` (default 1000) empty dictionaries, regardless of whether the column is being operated on. The error does not occur if the dictionaries are non-empty.
### Steps to reproduce the bug
Example:
```
import datasets... | closed | 2023-03-29T00:01:31 | https://api.github.com/repos/huggingface/datasets/issues/5677/comments | null | false | Dataset.map() crashes when any column contains more than 1000 empty dictionaries
### Describe the bug
`Dataset.map()` crashes any time any column contains more than `writer_batch_size` (default 1000) empty dictionaries, regardless of whether the column is being operated on. The error does not occur if the dictionaries... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5675 | 5,675 | Filter datasets by language code | Hi! I use the language search field on https://huggingface.co/datasets
However, some of the datasets tagged by ISO language code are not accessible by this search form.
For example, [myv_ru_2022](https://huggingface.co/datasets/slone/myv_ru_2022) is has `myv` language tag but it is not included in Languages search fo... | closed | 2023-03-27T09:42:28 | https://api.github.com/repos/huggingface/datasets/issues/5675/comments | null | false | Filter datasets by language code
Hi! I use the language search field on https://huggingface.co/datasets
However, some of the datasets tagged by ISO language code are not accessible by this search form.
For example, [myv_ru_2022](https://huggingface.co/datasets/slone/myv_ru_2022) is has `myv` language tag but it is no... | [
"The dataset still can be found, if instead of using the search form you just enter the language code in the url, like https://huggingface.co/datasets?language=language:myv. \r\n\r\nBut of course having a more complete list of languages in the search form (or just a fallback to the language codes, if they are missi... |
https://api.github.com/repos/huggingface/datasets/issues/5674 | 5,674 | Stored XSS | x | closed | 2023-03-26T20:55:58 | https://api.github.com/repos/huggingface/datasets/issues/5674/comments | null | false | Stored XSS
x | [
"Hi! You can contact `security@huggingface.co` to report this vulnerability."
] |
https://api.github.com/repos/huggingface/datasets/issues/5673 | 5,673 | Pass down storage options | Remove implementation-specific kwargs from `file_utils.fsspec_get` and `file_utils.fsspec_head`, instead allowing them to be passed down via `storage_options`. This fixes an issue where s3fs did not recognize a timeout arg as well as fixes an issue mentioned in https://github.com/huggingface/datasets/issues/5281 by all... | closed | 2023-03-26T20:09:37 | https://api.github.com/repos/huggingface/datasets/issues/5673/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5673",
"html_url": "https://github.com/huggingface/datasets/pull/5673",
"diff_url": "https://github.com/huggingface/datasets/pull/5673.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5673.patch",
"merged_at": "2023-03-28T14:54... | true | Pass down storage options
Remove implementation-specific kwargs from `file_utils.fsspec_get` and `file_utils.fsspec_head`, instead allowing them to be passed down via `storage_options`. This fixes an issue where s3fs did not recognize a timeout arg as well as fixes an issue mentioned in https://github.com/huggingface/d... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"> download_and_prepare is not called when streaming a dataset, so we may need to have storage_options in the DatasetBuilder.__init__ ? This way it could also be passed later to as_streaming_dataset and the StreamingDownloadManager\r\... |
https://api.github.com/repos/huggingface/datasets/issues/5672 | 5,672 | Pushing dataset to hub crash | ### Describe the bug
Uploading a dataset with `push_to_hub()` fails without error description.
### Steps to reproduce the bug
Hey there,
I've built a image dataset of 100k images + text pair as described here https://huggingface.co/docs/datasets/image_dataset#imagefolder
Now I'm trying to push it to the hub b... | closed | 2023-03-26T17:42:13 | https://api.github.com/repos/huggingface/datasets/issues/5672/comments | null | false | Pushing dataset to hub crash
### Describe the bug
Uploading a dataset with `push_to_hub()` fails without error description.
### Steps to reproduce the bug
Hey there,
I've built a image dataset of 100k images + text pair as described here https://huggingface.co/docs/datasets/image_dataset#imagefolder
Now I'm t... | [
"Hi ! It's been fixed by https://github.com/huggingface/datasets/pull/5598. We're doing a new release tomorrow with the fix and you'll be able to push your 100k images ;)\r\n\r\nBasically `push_to_hub` used to fail if the remote repository already exists and has a README.md without dataset_info in the YAML tags.\r\... |
https://api.github.com/repos/huggingface/datasets/issues/5671 | 5,671 | How to use `load_dataset('glue', 'cola')` | ### Describe the bug
I'm new to use HuggingFace datasets but I cannot use `load_dataset('glue', 'cola')`.
- I was stacked by the following problem:
```python
from datasets import load_dataset
cola_dataset = load_dataset('glue', 'cola')
------------------------------------------------------------------------... | closed | 2023-03-26T09:40:34 | https://api.github.com/repos/huggingface/datasets/issues/5671/comments | null | false | How to use `load_dataset('glue', 'cola')`
### Describe the bug
I'm new to use HuggingFace datasets but I cannot use `load_dataset('glue', 'cola')`.
- I was stacked by the following problem:
```python
from datasets import load_dataset
cola_dataset = load_dataset('glue', 'cola')
------------------------------... | [
"Sounds like an issue with incompatible `transformers` dependencies versions.\r\n\r\nCan you try to update `transformers` ?\r\n\r\nEDIT: I checked the `transformers` dependencies and it seems like you need `tokenizers>=0.10.1,<0.11` with `transformers==4.5.1`\r\n\r\nEDIT2: this old version of `datasets` seems to im... |
https://api.github.com/repos/huggingface/datasets/issues/5670 | 5,670 | Unable to load multi class classification datasets | ### Describe the bug
I've been playing around with huggingface library, mostly with `datasets` and wanted to download the multi class classification datasets to fine tune BERT on this task. ([link](https://huggingface.co/docs/transformers/training#train-with-pytorch-trainer)).
While loading the dataset, I'm getting... | closed | 2023-03-25T18:06:15 | https://api.github.com/repos/huggingface/datasets/issues/5670/comments | null | false | Unable to load multi class classification datasets
### Describe the bug
I've been playing around with huggingface library, mostly with `datasets` and wanted to download the multi class classification datasets to fine tune BERT on this task. ([link](https://huggingface.co/docs/transformers/training#train-with-pytorch-t... | [
"Hi ! This sounds related to https://github.com/huggingface/datasets/issues/5406\r\n\r\nUpdating `datasets` fixes the issue ;)",
"Thanks @lhoestq!\r\n\r\nI'll close this issue now."
] |
https://api.github.com/repos/huggingface/datasets/issues/5669 | 5,669 | Almost identical datasets, huge performance difference | ### Describe the bug
I am struggling to understand (huge) performance difference between two datasets that are almost identical.
### Steps to reproduce the bug
# Fast (normal) dataset speed:
```python
import cv2
from datasets import load_dataset
from torch.utils.data import DataLoader
dataset = load_dataset(... | open | 2023-03-23T18:20:20 | https://api.github.com/repos/huggingface/datasets/issues/5669/comments | null | false | Almost identical datasets, huge performance difference
### Describe the bug
I am struggling to understand (huge) performance difference between two datasets that are almost identical.
### Steps to reproduce the bug
# Fast (normal) dataset speed:
```python
import cv2
from datasets import load_dataset
from torch.... | [
"Do I miss something here?",
"Hi! \r\n\r\nThe first dataset stores images as bytes (the \"image\" column type is `datasets.Image()`) and decodes them as `PIL.Image` objects and the second dataset stores them as variable-length lists (the \"image\" column type is `datasets.Sequence(...)`)), so I guess going from `... |
https://api.github.com/repos/huggingface/datasets/issues/5668 | 5,668 | Support for downloading only provided split | We can pass split to `_split_generators()`.
But I'm not sure if it's possible to solve cache issues, mostly with `dataset_info.json` | open | 2023-03-23T17:53:39 | https://api.github.com/repos/huggingface/datasets/issues/5668/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5668",
"html_url": "https://github.com/huggingface/datasets/pull/5668",
"diff_url": "https://github.com/huggingface/datasets/pull/5668.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5668.patch",
"merged_at": null
} | true | Support for downloading only provided split
We can pass split to `_split_generators()`.
But I'm not sure if it's possible to solve cache issues, mostly with `dataset_info.json` | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5668). All of your documentation changes will be reflected on that endpoint.",
"My previous comment didn't create the retro-link in the PR. I write it here again.\r\n\r\nYou can check the context and the discussions we had abou... |
https://api.github.com/repos/huggingface/datasets/issues/5667 | 5,667 | Jax requires jaxlib | close https://github.com/huggingface/datasets/issues/5666 | closed | 2023-03-23T15:41:09 | https://api.github.com/repos/huggingface/datasets/issues/5667/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5667",
"html_url": "https://github.com/huggingface/datasets/pull/5667",
"diff_url": "https://github.com/huggingface/datasets/pull/5667.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5667.patch",
"merged_at": "2023-03-23T16:14... | true | Jax requires jaxlib
close https://github.com/huggingface/datasets/issues/5666 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5666 | 5,666 | Support tensorflow 2.12.0 in CI | Once we find out the root cause of:
- #5663
we should revert the temporary pin on tensorflow introduced by:
- #5664 | closed | 2023-03-23T14:37:51 | https://api.github.com/repos/huggingface/datasets/issues/5666/comments | null | false | Support tensorflow 2.12.0 in CI
Once we find out the root cause of:
- #5663
we should revert the temporary pin on tensorflow introduced by:
- #5664 | [] |
https://api.github.com/repos/huggingface/datasets/issues/5665 | 5,665 | Feature request: IterableDataset.push_to_hub | ### Feature request
It'd be great to have a lazy push to hub, similar to the lazy loading we have with `IterableDataset`.
Suppose you'd like to filter [LAION](https://huggingface.co/datasets/laion/laion400m) based on certain conditions, but as LAION doesn't fit into your disk, you'd like to leverage streaming:
`... | closed | 2023-03-23T09:53:04 | https://api.github.com/repos/huggingface/datasets/issues/5665/comments | null | false | Feature request: IterableDataset.push_to_hub
### Feature request
It'd be great to have a lazy push to hub, similar to the lazy loading we have with `IterableDataset`.
Suppose you'd like to filter [LAION](https://huggingface.co/datasets/laion/laion400m) based on certain conditions, but as LAION doesn't fit into yo... | [
"+1",
"+1",
"+1, should be possible now? :) https://huggingface.co/blog/xethub-joins-hf",
"Haha we're working hard to integrate Xet in the HF back-end, it will enable cool use cases :)\n\nAnyway about `IterableDataset.push_to_hub`, I'd be happy to to provide guidance and answer questions if anyone wants to st... |
https://api.github.com/repos/huggingface/datasets/issues/5664 | 5,664 | Fix CI by temporarily pinning tensorflow < 2.12.0 | As a hotfix for our CI, temporarily pin `tensorflow` upper version:
- In Python 3.10, tensorflow-2.12.0 also installs `jax`
Fix #5663
Until root cause is fixed. | closed | 2023-03-23T09:52:26 | https://api.github.com/repos/huggingface/datasets/issues/5664/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5664",
"html_url": "https://github.com/huggingface/datasets/pull/5664",
"diff_url": "https://github.com/huggingface/datasets/pull/5664.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5664.patch",
"merged_at": "2023-03-23T10:09... | true | Fix CI by temporarily pinning tensorflow < 2.12.0
As a hotfix for our CI, temporarily pin `tensorflow` upper version:
- In Python 3.10, tensorflow-2.12.0 also installs `jax`
Fix #5663
Until root cause is fixed. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5663 | 5,663 | CI is broken: ModuleNotFoundError: jax requires jaxlib to be installed | CI test_py310 is broken: see https://github.com/huggingface/datasets/actions/runs/4498945505/jobs/7916194236?pr=5662
```
FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_map_jax_in_memory - ModuleNotFoundError: jax requires jaxlib to be installed. See https://github.com/google/jax#installation for installati... | closed | 2023-03-23T09:39:43 | https://api.github.com/repos/huggingface/datasets/issues/5663/comments | null | false | CI is broken: ModuleNotFoundError: jax requires jaxlib to be installed
CI test_py310 is broken: see https://github.com/huggingface/datasets/actions/runs/4498945505/jobs/7916194236?pr=5662
```
FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_map_jax_in_memory - ModuleNotFoundError: jax requires jaxlib to be i... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5662 | 5,662 | Fix unnecessary dict comprehension | After ruff-0.0.258 release, the C416 rule was updated with unnecessary dict comprehensions. See:
- https://github.com/charliermarsh/ruff/releases/tag/v0.0.258
- https://github.com/charliermarsh/ruff/pull/3605
This PR fixes one unnecessary dict comprehension in our code: no need to unpack and re-pack the tuple valu... | closed | 2023-03-23T09:18:58 | https://api.github.com/repos/huggingface/datasets/issues/5662/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5662",
"html_url": "https://github.com/huggingface/datasets/pull/5662",
"diff_url": "https://github.com/huggingface/datasets/pull/5662.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5662.patch",
"merged_at": "2023-03-23T09:37... | true | Fix unnecessary dict comprehension
After ruff-0.0.258 release, the C416 rule was updated with unnecessary dict comprehensions. See:
- https://github.com/charliermarsh/ruff/releases/tag/v0.0.258
- https://github.com/charliermarsh/ruff/pull/3605
This PR fixes one unnecessary dict comprehension in our code: no need t... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"I am merging because the CI error is unrelated.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | re... |
https://api.github.com/repos/huggingface/datasets/issues/5661 | 5,661 | CI is broken: Unnecessary `dict` comprehension | CI check_code_quality is broken:
```
src/datasets/arrow_dataset.py:3267:35: C416 [*] Unnecessary `dict` comprehension (rewrite using `dict()`)
Found 1 error.
``` | closed | 2023-03-23T09:13:01 | https://api.github.com/repos/huggingface/datasets/issues/5661/comments | null | false | CI is broken: Unnecessary `dict` comprehension
CI check_code_quality is broken:
```
src/datasets/arrow_dataset.py:3267:35: C416 [*] Unnecessary `dict` comprehension (rewrite using `dict()`)
Found 1 error.
``` | [] |
https://api.github.com/repos/huggingface/datasets/issues/5660 | 5,660 | integration with imbalanced-learn | ### Feature request
Wouldn't it be great if the various class balancing operations from imbalanced-learn were available as part of datasets?
### Motivation
I'm trying to use imbalanced-learn to balance a dataset, but it's not clear how to get the two to interoperate - what would be great would be some examples. I'v... | closed | 2023-03-22T11:05:17 | https://api.github.com/repos/huggingface/datasets/issues/5660/comments | null | false | integration with imbalanced-learn
### Feature request
Wouldn't it be great if the various class balancing operations from imbalanced-learn were available as part of datasets?
### Motivation
I'm trying to use imbalanced-learn to balance a dataset, but it's not clear how to get the two to interoperate - what would be ... | [
"You can convert any dataset to pandas to be used with imbalanced-learn using `.to_pandas()`\r\n\r\nOtherwise if you want to keep a `Dataset` object and still use e.g. [make_imbalance](https://imbalanced-learn.org/stable/references/generated/imblearn.datasets.make_imbalance.html#imblearn.datasets.make_imbalance), y... |
https://api.github.com/repos/huggingface/datasets/issues/5659 | 5,659 | [Audio] Soundfile/libsndfile requirements too stringent for decoding mp3 files | ### Describe the bug
I'm encountering several issues trying to load mp3 audio files using `datasets` on a TPU v4.
The PR https://github.com/huggingface/datasets/pull/5573 updated the audio loading logic to rely solely on the `soundfile`/`libsndfile` libraries for loading audio samples, regardless of their file t... | closed | 2023-03-22T10:07:33 | https://api.github.com/repos/huggingface/datasets/issues/5659/comments | null | false | [Audio] Soundfile/libsndfile requirements too stringent for decoding mp3 files
### Describe the bug
I'm encountering several issues trying to load mp3 audio files using `datasets` on a TPU v4.
The PR https://github.com/huggingface/datasets/pull/5573 updated the audio loading logic to rely solely on the `soundfil... | [
"cc @polinaeterna @lhoestq ",
"@sanchit-gandhi can you please also post the logs of `pip install soundfile==0.12.1`? To check what wheel is being installed or if it's being built from source (I think it's the latter case). \r\nRequired `libsndfile` binary **should** be bundeled with `soundfile` wheel but I assume... |
https://api.github.com/repos/huggingface/datasets/issues/5658 | 5,658 | docs: Update num_shards docs to mention num_proc on Dataset and DatasetDict | Closes #5653
@mariosasko | closed | 2023-03-22T00:12:18 | https://api.github.com/repos/huggingface/datasets/issues/5658/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5658",
"html_url": "https://github.com/huggingface/datasets/pull/5658",
"diff_url": "https://github.com/huggingface/datasets/pull/5658.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5658.patch",
"merged_at": "2023-03-24T16:36... | true | docs: Update num_shards docs to mention num_proc on Dataset and DatasetDict
Closes #5653
@mariosasko | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5656 | 5,656 | Fix `fsspec.open` when using an HTTP proxy | Most HTTP(S) downloads from this library support proxy automatically by reading the `HTTP_PROXY` environment variable (et al.) because `requests` is widely used. However, in some parts of the code, `fsspec` is used, which in turn uses `aiohttp` for HTTP(S) requests (as opposed to `requests`), which in turn doesn't supp... | closed | 2023-03-21T15:23:29 | https://api.github.com/repos/huggingface/datasets/issues/5656/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5656",
"html_url": "https://github.com/huggingface/datasets/pull/5656",
"diff_url": "https://github.com/huggingface/datasets/pull/5656.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5656.patch",
"merged_at": "2023-03-23T13:15... | true | Fix `fsspec.open` when using an HTTP proxy
Most HTTP(S) downloads from this library support proxy automatically by reading the `HTTP_PROXY` environment variable (et al.) because `requests` is widely used. However, in some parts of the code, `fsspec` is used, which in turn uses `aiohttp` for HTTP(S) requests (as opposed... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5655 | 5,655 | Improve features decoding in to_iterable_dataset | Following discussion at https://github.com/huggingface/datasets/pull/5589
Right now `to_iterable_dataset` on images/audio hurts iterable dataset performance a lot (e.g. x4 slower because it encodes+decodes images/audios unnecessarily).
I fixed it by providing a generator that yields undecoded examples | closed | 2023-03-21T14:18:09 | https://api.github.com/repos/huggingface/datasets/issues/5655/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5655",
"html_url": "https://github.com/huggingface/datasets/pull/5655",
"diff_url": "https://github.com/huggingface/datasets/pull/5655.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5655.patch",
"merged_at": "2023-03-23T13:12... | true | Improve features decoding in to_iterable_dataset
Following discussion at https://github.com/huggingface/datasets/pull/5589
Right now `to_iterable_dataset` on images/audio hurts iterable dataset performance a lot (e.g. x4 slower because it encodes+decodes images/audios unnecessarily).
I fixed it by providing a gen... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5654 | 5,654 | Offset overflow when executing Dataset.map | ### Describe the bug
Hi, I'm trying to use `.map` method to cache multiple random crops from the image to speed up data processing during training, as the image size is too big.
The map function executes all iterations, and then returns the following error:
```bash
Traceback (most recent call last): ... | open | 2023-03-21T09:33:27 | https://api.github.com/repos/huggingface/datasets/issues/5654/comments | null | false | Offset overflow when executing Dataset.map
### Describe the bug
Hi, I'm trying to use `.map` method to cache multiple random crops from the image to speed up data processing during training, as the image size is too big.
The map function executes all iterations, and then returns the following error:
```bash
Tr... | [
"Upd. the above code works if we replace `25` with `1`, but the result value at key \"hr\" is not a tensor but a list of lists of lists of uint8.\r\n\r\nAdding `train_data.set_format(\"torch\")` after map fixes this, but the original issue remains\r\n\r\n",
"As a workaround, one can replace\r\n`return {\"hr\": to... |
https://api.github.com/repos/huggingface/datasets/issues/5653 | 5,653 | Doc: save_to_disk, `num_proc` will affect `num_shards`, but it's not documented | ### Describe the bug
[`num_proc`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.DatasetDict.save_to_disk.num_proc) will affect `num_shards`, but it's not documented
### Steps to reproduce the bug
Nothing to reproduce
### Expected behavior
[document of `num_shards`](https://... | closed | 2023-03-21T05:25:35 | https://api.github.com/repos/huggingface/datasets/issues/5653/comments | null | false | Doc: save_to_disk, `num_proc` will affect `num_shards`, but it's not documented
### Describe the bug
[`num_proc`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.DatasetDict.save_to_disk.num_proc) will affect `num_shards`, but it's not documented
### Steps to reproduce the bug
... | [
"I agree this should be documented"
] |
https://api.github.com/repos/huggingface/datasets/issues/5652 | 5,652 | Copy features | Some users (even internally at HF) are doing
```python
dset_features = dset.features
dset_features.pop(col_to_remove)
dset = dset.map(..., features=dset_features)
```
Right now this causes issues because it modifies the features dict in place before the map.
In this PR I modified `dset.features` to return a ... | closed | 2023-03-20T17:17:23 | https://api.github.com/repos/huggingface/datasets/issues/5652/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5652",
"html_url": "https://github.com/huggingface/datasets/pull/5652",
"diff_url": "https://github.com/huggingface/datasets/pull/5652.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5652.patch",
"merged_at": "2023-03-23T13:12... | true | Copy features
Some users (even internally at HF) are doing
```python
dset_features = dset.features
dset_features.pop(col_to_remove)
dset = dset.map(..., features=dset_features)
```
Right now this causes issues because it modifies the features dict in place before the map.
In this PR I modified `dset.features... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5651 | 5,651 | expanduser in save_to_disk | ### Describe the bug
save_to_disk() does not expand `~`
1. `dataset = load_datasets("any dataset")`
2. `dataset.save_to_disk("~/data")`
3. a folder named "~" created in current folder
4. FileNotFoundError is raised, because the expanded path does not exist (`/home/<user>/data`)
related issue https://github.... | closed | 2023-03-20T12:02:18 | https://api.github.com/repos/huggingface/datasets/issues/5651/comments | null | false | expanduser in save_to_disk
### Describe the bug
save_to_disk() does not expand `~`
1. `dataset = load_datasets("any dataset")`
2. `dataset.save_to_disk("~/data")`
3. a folder named "~" created in current folder
4. FileNotFoundError is raised, because the expanded path does not exist (`/home/<user>/data`)
re... | [
"`save_to_disk` should indeed expand `~`. Marking it as a \"good first issue\".",
"#self-assign\r\n\r\nFile path to code: \r\n\r\nhttps://github.com/huggingface/datasets/blob/2.13.0/src/datasets/arrow_dataset.py#L1364\r\n\r\n@RmZeta2718 I created a pull request for this issue. ",
"Hello, \r\nIt says `save_to_di... |
https://api.github.com/repos/huggingface/datasets/issues/5650 | 5,650 | load_dataset can't work correct with my image data | I have about 20000 images in my folder which divided into 4 folders with class names.
When i use load_dataset("my_folder_name", split="train") this function create dataset in which there are only 4 images, the remaining 19000 images were not added there. What is the problem and did not understand. Tried converting imag... | closed | 2023-03-18T13:59:13 | https://api.github.com/repos/huggingface/datasets/issues/5650/comments | null | false | load_dataset can't work correct with my image data
I have about 20000 images in my folder which divided into 4 folders with class names.
When i use load_dataset("my_folder_name", split="train") this function create dataset in which there are only 4 images, the remaining 19000 images were not added there. What is the p... | [
"Can you post a reproducible code snippet of what you tried to do?\r\n\r\n",
"> Can you post a reproducible code snippet of what you tried to do?\n> \n> \n\n```python\nfrom datasets import load_dataset\n\ndataset = load_dataset(\"my_folder_name\", split=\"train\")\n```",
"hi @WiNE-iNEFF ! can you please also te... |
https://api.github.com/repos/huggingface/datasets/issues/5649 | 5,649 | The index column created with .to_sql() is dependent on the batch_size when writing | ### Describe the bug
It seems like the "index" column is designed to be unique? The values are only unique per batch. The SQL index is not a unique index.
This can be a problem, for instance, when building a faiss index on a dataset and then trying to match up ids with a sql export.
### Steps to reproduce the ... | closed | 2023-03-18T05:25:17 | https://api.github.com/repos/huggingface/datasets/issues/5649/comments | null | false | The index column created with .to_sql() is dependent on the batch_size when writing
### Describe the bug
It seems like the "index" column is designed to be unique? The values are only unique per batch. The SQL index is not a unique index.
This can be a problem, for instance, when building a faiss index on a datas... | [
"Thanks for reporting, @lsb. \r\n\r\nWe are investigating it.\r\n\r\nOn the other hand, please note that in the next `datasets` release, the index will not be created by default (see #5583). If you would like to have it, you will need to explicitly pass `index=True`. ",
"I think this is low enough priority for me... |
https://api.github.com/repos/huggingface/datasets/issues/5648 | 5,648 | flatten_indices doesn't work with pandas format | ### Describe the bug
Hi,
I noticed that `flatten_indices` throws an error when the batch format is `pandas`. This is probably due to the fact that flatten_indices uses map internally which doesn't accept dataframes as the transformation function output
### Steps to reproduce the bug
tabular_data = pd.DataFrame(np.r... | open | 2023-03-17T12:44:25 | https://api.github.com/repos/huggingface/datasets/issues/5648/comments | null | false | flatten_indices doesn't work with pandas format
### Describe the bug
Hi,
I noticed that `flatten_indices` throws an error when the batch format is `pandas`. This is probably due to the fact that flatten_indices uses map internally which doesn't accept dataframes as the transformation function output
### Steps to rep... | [
"Thanks for reporting! This can be fixed by setting the format to `arrow` in `flatten_indices` and restoring the original format after the flattening. I'm working on a PR that reduces the number of the `flatten_indices` calls in our codebase and makes `flatten_indices` a no-op when a dataset does not have an indice... |
https://api.github.com/repos/huggingface/datasets/issues/5647 | 5,647 | Make all print statements optional | ### Feature request
Make all print statements optional to speed up the development
### Motivation
Im loading multiple tiny datasets and all the print statements make the loading slower
### Your contribution
I can help contribute | closed | 2023-03-16T20:30:07 | https://api.github.com/repos/huggingface/datasets/issues/5647/comments | null | false | Make all print statements optional
### Feature request
Make all print statements optional to speed up the development
### Motivation
Im loading multiple tiny datasets and all the print statements make the loading slower
### Your contribution
I can help contribute | [
"related to #5444 ",
"We now log these messages instead of printing them (addressed in #6019), so I'm closing this issue."
] |
https://api.github.com/repos/huggingface/datasets/issues/5646 | 5,646 | Allow self as key in `Features` | Fix #5641 | closed | 2023-03-16T16:17:03 | https://api.github.com/repos/huggingface/datasets/issues/5646/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5646",
"html_url": "https://github.com/huggingface/datasets/pull/5646",
"diff_url": "https://github.com/huggingface/datasets/pull/5646.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5646.patch",
"merged_at": "2023-03-16T17:14... | true | Allow self as key in `Features`
Fix #5641 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5645 | 5,645 | Datasets map and select(range()) is giving dill error | ### Describe the bug
I'm using Huggingface Datasets library to load the dataset in google colab
When I do,
> data = train_dataset.select(range(10))
or
> train_datasets = train_dataset.map(
> process_data_to_model_inputs,
> batched=True,
> batch_size=batch_size,
> remove_columns... | closed | 2023-03-16T10:01:28 | https://api.github.com/repos/huggingface/datasets/issues/5645/comments | null | false | Datasets map and select(range()) is giving dill error
### Describe the bug
I'm using Huggingface Datasets library to load the dataset in google colab
When I do,
> data = train_dataset.select(range(10))
or
> train_datasets = train_dataset.map(
> process_data_to_model_inputs,
> batched=True,... | [
"It looks like an error that we observed once in https://github.com/huggingface/datasets/pull/5166\r\n\r\nCan you try to update `datasets` ?\r\n\r\n```\r\npip install -U datasets\r\n```\r\n\r\nif it doesn't work, can you make sure you don't have packages installed that may modify `dill`'s behavior, such as `apache-... |
https://api.github.com/repos/huggingface/datasets/issues/5644 | 5,644 | Allow direct cast from binary to Audio/Image | To address https://github.com/huggingface/datasets/discussions/5593.
| closed | 2023-03-15T20:02:54 | https://api.github.com/repos/huggingface/datasets/issues/5644/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5644",
"html_url": "https://github.com/huggingface/datasets/pull/5644",
"diff_url": "https://github.com/huggingface/datasets/pull/5644.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5644.patch",
"merged_at": "2023-03-16T14:12... | true | Allow direct cast from binary to Audio/Image
To address https://github.com/huggingface/datasets/discussions/5593.
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5643 | 5,643 | Support PyArrow arrays as column values in `from_dict` | For consistency with `pa.Table.from_pydict`, which supports both Python lists and PyArrow arrays as column values.
"Fixes" https://discuss.huggingface.co/t/pyarrow-lib-floatarray-did-not-recognize-python-value-type-when-inferring-an-arrow-data-type/33417 | closed | 2023-03-15T19:32:40 | https://api.github.com/repos/huggingface/datasets/issues/5643/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5643",
"html_url": "https://github.com/huggingface/datasets/pull/5643",
"diff_url": "https://github.com/huggingface/datasets/pull/5643.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5643.patch",
"merged_at": "2023-03-16T17:15... | true | Support PyArrow arrays as column values in `from_dict`
For consistency with `pa.Table.from_pydict`, which supports both Python lists and PyArrow arrays as column values.
"Fixes" https://discuss.huggingface.co/t/pyarrow-lib-floatarray-did-not-recognize-python-value-type-when-inferring-an-arrow-data-type/33417 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5642 | 5,642 | Bump hfh to 0.11.0 | to fix errors like
```
requests.exceptions.HTTPError: 400 Client Error: Bad Request for url: https://hub-ci.huggingface.co/api/datasets/__DUMMY_TRANSFORMERS_USER__/...
```
(e.g. from this [failing CI](https://github.com/huggingface/datasets/actions/runs/4428956210/jobs/7769160997))
0.11.0 is the current mini... | closed | 2023-03-15T18:26:07 | https://api.github.com/repos/huggingface/datasets/issues/5642/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5642",
"html_url": "https://github.com/huggingface/datasets/pull/5642",
"diff_url": "https://github.com/huggingface/datasets/pull/5642.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5642.patch",
"merged_at": "2023-03-20T12:26... | true | Bump hfh to 0.11.0
to fix errors like
```
requests.exceptions.HTTPError: 400 Client Error: Bad Request for url: https://hub-ci.huggingface.co/api/datasets/__DUMMY_TRANSFORMERS_USER__/...
```
(e.g. from this [failing CI](https://github.com/huggingface/datasets/actions/runs/4428956210/jobs/7769160997))
0.11.0 ... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5641 | 5,641 | Features cannot be named "self" | ### Describe the bug
Hi,
I noticed that we cannot create a HuggingFace dataset from Pandas DataFrame with a column named `self`.
The error seems to be coming from arguments validation in the `Features.from_dict` function.
### Steps to reproduce the bug
```python
import datasets
dummy_pandas = pd.DataFrame([0... | closed | 2023-03-15T17:16:40 | https://api.github.com/repos/huggingface/datasets/issues/5641/comments | null | false | Features cannot be named "self"
### Describe the bug
Hi,
I noticed that we cannot create a HuggingFace dataset from Pandas DataFrame with a column named `self`.
The error seems to be coming from arguments validation in the `Features.from_dict` function.
### Steps to reproduce the bug
```python
import datasets... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5640 | 5,640 | Less zip false positives | `zipfile.is_zipfile` return false positives for some Parquet files. It causes errors when loading certain parquet datasets, where some files are considered ZIP files by `zipfile.is_zipfile`
This is a known issue: https://github.com/python/cpython/issues/72680
At first I wanted to rely only on magic numbers, but t... | closed | 2023-03-15T16:48:59 | https://api.github.com/repos/huggingface/datasets/issues/5640/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5640",
"html_url": "https://github.com/huggingface/datasets/pull/5640",
"diff_url": "https://github.com/huggingface/datasets/pull/5640.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5640.patch",
"merged_at": "2023-03-16T13:40... | true | Less zip false positives
`zipfile.is_zipfile` return false positives for some Parquet files. It causes errors when loading certain parquet datasets, where some files are considered ZIP files by `zipfile.is_zipfile`
This is a known issue: https://github.com/python/cpython/issues/72680
At first I wanted to rely onl... | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... |
https://api.github.com/repos/huggingface/datasets/issues/5639 | 5,639 | Parquet file wrongly recognized as zip prevents loading a dataset | ### Describe the bug
When trying to `load_dataset_builder` for `HuggingFaceGECLM/StackExchange_Mar2023`, extraction fails, because parquet file [devops-00000-of-00001-22fe902fd8702892.parquet](https://huggingface.co/datasets/HuggingFaceGECLM/StackExchange_Mar2023/resolve/1f8c9a2ab6f7d0f9ae904b8b922e4384592ae1a5/data... | closed | 2023-03-15T15:20:45 | https://api.github.com/repos/huggingface/datasets/issues/5639/comments | null | false | Parquet file wrongly recognized as zip prevents loading a dataset
### Describe the bug
When trying to `load_dataset_builder` for `HuggingFaceGECLM/StackExchange_Mar2023`, extraction fails, because parquet file [devops-00000-of-00001-22fe902fd8702892.parquet](https://huggingface.co/datasets/HuggingFaceGECLM/StackExch... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5638 | 5,638 | xPath to implement all operations for Path | ### Feature request
Current xPath implementation is a great extension of Path in order to work with remote objects. However some methods such as `mkdir` are not implemented correctly. It should instead rely on `fsspec` methods, instead of defaulting do `Path` methods which only work locally.
### Motivation
I'm using... | closed | 2023-03-15T13:47:11 | https://api.github.com/repos/huggingface/datasets/issues/5638/comments | null | false | xPath to implement all operations for Path
### Feature request
Current xPath implementation is a great extension of Path in order to work with remote objects. However some methods such as `mkdir` are not implemented correctly. It should instead rely on `fsspec` methods, instead of defaulting do `Path` methods which on... | [
" I think https://github.com/fsspec/universal_pathlib is the project you are looking for.\r\n\r\n`xPath` has the methods often used in dataset scripts, and `mkdir` is not one of them (`dl_manager`'s role is to \"interact\" with the file system, so using `mkdir` is discouraged).",
"Right is there a difference betw... |
https://api.github.com/repos/huggingface/datasets/issues/5637 | 5,637 | IterableDataset with_format does not support 'device' keyword for jax | ### Describe the bug
As seen here: https://huggingface.co/docs/datasets/use_with_jax dataset.with_format() supports the keyword 'device', to put data on a specific device when loaded as jax. However, when called on an IterableDataset, I got the error `TypeError: with_format() got an unexpected keyword argument 'devi... | open | 2023-03-15T11:04:12 | https://api.github.com/repos/huggingface/datasets/issues/5637/comments | null | false | IterableDataset with_format does not support 'device' keyword for jax
### Describe the bug
As seen here: https://huggingface.co/docs/datasets/use_with_jax dataset.with_format() supports the keyword 'device', to put data on a specific device when loaded as jax. However, when called on an IterableDataset, I got the er... | [
"Hi! Yes, only `torch` is currently supported. Unlike `Dataset`, `IterableDataset` is not PyArrow-backed, so we cannot simply call `to_numpy` on the underlying subtables to format them numerically. Instead, we must manually convert examples to (numeric) arrays while preserving consistency with `Dataset`, which is n... |
https://api.github.com/repos/huggingface/datasets/issues/5636 | 5,636 | Fix CI: ignore C901 ("some_func" is to complex) in `ruff` | idk if I should have added this ignore to `ruff` too, but I added :) | closed | 2023-03-14T15:29:11 | https://api.github.com/repos/huggingface/datasets/issues/5636/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5636",
"html_url": "https://github.com/huggingface/datasets/pull/5636",
"diff_url": "https://github.com/huggingface/datasets/pull/5636.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5636.patch",
"merged_at": "2023-03-14T16:29... | true | Fix CI: ignore C901 ("some_func" is to complex) in `ruff`
idk if I should have added this ignore to `ruff` too, but I added :) | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5635 | 5,635 | Pass custom metadata filename to Image/Audio folders | This is a quick fix.
Now it requires to pass data via `data_files` parameters and include a required metadata file there and pass its filename as `metadata_filename` parameter.
For example, with the structure like:
```
data
images_dir/
im1.jpg
im2.jpg
...
metadata_dir/
meta_file... | open | 2023-03-14T15:08:16 | https://api.github.com/repos/huggingface/datasets/issues/5635/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5635",
"html_url": "https://github.com/huggingface/datasets/pull/5635",
"diff_url": "https://github.com/huggingface/datasets/pull/5635.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5635.patch",
"merged_at": null
} | true | Pass custom metadata filename to Image/Audio folders
This is a quick fix.
Now it requires to pass data via `data_files` parameters and include a required metadata file there and pass its filename as `metadata_filename` parameter.
For example, with the structure like:
```
data
images_dir/
im1.jpg
... | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5635). All of your documentation changes will be reflected on that endpoint.",
"I'm not a big fan of this new param - I find assigning metadata files to splits via the `data_files` param cleaner. Also, assuming that the metadat... |
https://api.github.com/repos/huggingface/datasets/issues/5634 | 5,634 | Not all progress bars are showing up when they should for downloading dataset | ### Describe the bug
During downloading the rotten tomatoes dataset, not all progress bars are displayed properly. This might be related to [this ticket](https://github.com/huggingface/datasets/issues/5117) as it raised the same concern but its not clear if the fix solves this issue too.
ipywidgets
<img width=... | closed | 2023-03-13T23:04:18 | https://api.github.com/repos/huggingface/datasets/issues/5634/comments | null | false | Not all progress bars are showing up when they should for downloading dataset
### Describe the bug
During downloading the rotten tomatoes dataset, not all progress bars are displayed properly. This might be related to [this ticket](https://github.com/huggingface/datasets/issues/5117) as it raised the same concern but ... | [
"Hi! \r\n\r\nBy default, tqdm has `leave=True` to \"keep all traces of the progress bar upon the termination of iteration\". However, we use `leave=False` in some places (as of recently), which removes the bar once the iteration is over.\r\n\r\nI feel like our TQDM bars are noisy, so I think we should always set `l... |
https://api.github.com/repos/huggingface/datasets/issues/5633 | 5,633 | Cannot import datasets | ### Describe the bug
Hi,
I cannot even import the library :( I installed it by running:
```
$ conda install datasets
```
Then I realized I should maybe use the huggingface channel, because I encountered the error below, so I ran:
```
$ conda remove datasets
$ conda install -c huggingface datasets
```
Pl... | closed | 2023-03-13T13:14:44 | https://api.github.com/repos/huggingface/datasets/issues/5633/comments | null | false | Cannot import datasets
### Describe the bug
Hi,
I cannot even import the library :( I installed it by running:
```
$ conda install datasets
```
Then I realized I should maybe use the huggingface channel, because I encountered the error below, so I ran:
```
$ conda remove datasets
$ conda install -c huggin... | [
"Okay, the issue was likely caused by mixing `conda` and `pip` usage - I forgot that I have already used `pip` in this environment previously and that it was 'spoiled' because of it. Creating another environment and installing `datasets` by pip with other packages from the `requirements.txt` file solved the problem... |
https://api.github.com/repos/huggingface/datasets/issues/5632 | 5,632 | Dataset cannot convert too large dictionnary | ### Describe the bug
Hello everyone!
I tried to build a new dataset with the command "dict_valid = datasets.Dataset.from_dict({'input_values': values_array})".
However, I have a very large dataset (~400Go) and it seems that dataset cannot handle this.
Indeed, I can create the dataset until a certain size of m... | open | 2023-03-13T10:14:40 | https://api.github.com/repos/huggingface/datasets/issues/5632/comments | null | false | Dataset cannot convert too large dictionnary
### Describe the bug
Hello everyone!
I tried to build a new dataset with the command "dict_valid = datasets.Dataset.from_dict({'input_values': values_array})".
However, I have a very large dataset (~400Go) and it seems that dataset cannot handle this.
Indeed, I can... | [
"Answered on the forum:\r\n\r\n> To fix the overflow error, we need to merge [support LargeListArray in pyarrow by xwwwwww · Pull Request #4800 · huggingface/datasets · GitHub](https://github.com/huggingface/datasets/pull/4800), which adds support for the large lists. However, before merging it, we need to come up ... |
https://api.github.com/repos/huggingface/datasets/issues/5631 | 5,631 | Custom split names | ### Feature request
Hi,
I participated in multiple NLP tasks where there are more than just train, test, validation splits, there could be multiple validation sets or test sets. But it seems currently only those mentioned three splits supported. It would be nice to have the support for more splits on the hub. (curren... | closed | 2023-03-12T17:21:43 | https://api.github.com/repos/huggingface/datasets/issues/5631/comments | null | false | Custom split names
### Feature request
Hi,
I participated in multiple NLP tasks where there are more than just train, test, validation splits, there could be multiple validation sets or test sets. But it seems currently only those mentioned three splits supported. It would be nice to have the support for more splits ... | [
"Hi!\r\n\r\nYou can also use names other than \"train\", \"validation\" and \"test\". As an example, check the [script](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/blob/e095840f23f3dffc1056c078c2f9320dad9ca74d/common_voice_11_0.py#L139) of the Common Voice 11 dataset. "
] |
https://api.github.com/repos/huggingface/datasets/issues/5630 | 5,630 | adds early exit if url is `PathLike` | Closes #4864
Should fix errors thrown when attempting to load `json` dataset using `pathlib.Path` in `data_files` argument. | open | 2023-03-12T11:23:28 | https://api.github.com/repos/huggingface/datasets/issues/5630/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5630",
"html_url": "https://github.com/huggingface/datasets/pull/5630",
"diff_url": "https://github.com/huggingface/datasets/pull/5630.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5630.patch",
"merged_at": null
} | true | adds early exit if url is `PathLike`
Closes #4864
Should fix errors thrown when attempting to load `json` dataset using `pathlib.Path` in `data_files` argument. | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5630). All of your documentation changes will be reflected on that endpoint."
] |
https://api.github.com/repos/huggingface/datasets/issues/5629 | 5,629 | load_dataset gives "403" error when using Financial phrasebank | When I try to load this dataset, I receive the following error:
ConnectionError: Couldn't reach https://www.researchgate.net/profile/Pekka_Malo/publication/251231364_FinancialPhraseBank-v10/data/0c96051eee4fb1d56e000000/FinancialPhraseBank-v10.zip (error 403)
Has this been seen before? Thanks. The website loads ... | open | 2023-03-11T07:46:39 | https://api.github.com/repos/huggingface/datasets/issues/5629/comments | null | false | load_dataset gives "403" error when using Financial phrasebank
When I try to load this dataset, I receive the following error:
ConnectionError: Couldn't reach https://www.researchgate.net/profile/Pekka_Malo/publication/251231364_FinancialPhraseBank-v10/data/0c96051eee4fb1d56e000000/FinancialPhraseBank-v10.zip (erro... | [
"Hi! You seem to be using an outdated version of `datasets` that downloads the older script version. To avoid the error, you can either pass `revision=\"main\"` to `load_dataset` (this can fail if a script uses newer features of the lib) or update your installation with `pip install -U datasets` (better solution)."... |
https://api.github.com/repos/huggingface/datasets/issues/5628 | 5,628 | add kwargs to index search | This PR proposes to add kwargs to index search methods.
This is particularly useful for setting the timeout of a query on elasticsearch.
A typical use case would be:
```python
dset.add_elasticsearch_index("filename", es_client=es_client)
scores, examples = dset.get_nearest_examples("filename", "my_name-train_2... | closed | 2023-03-10T21:24:58 | https://api.github.com/repos/huggingface/datasets/issues/5628/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5628",
"html_url": "https://github.com/huggingface/datasets/pull/5628",
"diff_url": "https://github.com/huggingface/datasets/pull/5628.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5628.patch",
"merged_at": "2023-03-15T14:46... | true | add kwargs to index search
This PR proposes to add kwargs to index search methods.
This is particularly useful for setting the timeout of a query on elasticsearch.
A typical use case would be:
```python
dset.add_elasticsearch_index("filename", es_client=es_client)
scores, examples = dset.get_nearest_examples("... | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
https://api.github.com/repos/huggingface/datasets/issues/5627 | 5,627 | Unable to load AutoTrain-generated dataset from the hub | ### Describe the bug
DatasetGenerationError: An error occurred while generating the dataset -> ValueError: Couldn't cast ... because column names don't match
```
ValueError: Couldn't cast
_data_files: list<item: struct<filename: string>>
child 0, item: struct<filename: string>
child 0, filename: string
... | open | 2023-03-10T17:25:58 | https://api.github.com/repos/huggingface/datasets/issues/5627/comments | null | false | Unable to load AutoTrain-generated dataset from the hub
### Describe the bug
DatasetGenerationError: An error occurred while generating the dataset -> ValueError: Couldn't cast ... because column names don't match
```
ValueError: Couldn't cast
_data_files: list<item: struct<filename: string>>
child 0, item: st... | [
"The AutoTrain format is not supported right now. I think it would require a dedicated dataset builder",
"Okay, good to know. Thanks for the reply. For now I will just have to\nmanage the split manually before training, because I can’t find any way of\npulling out file indices or file names from the autogenerated... |
https://api.github.com/repos/huggingface/datasets/issues/5626 | 5,626 | Support streaming datasets with numpy.load | Support streaming datasets with `numpy.load`.
See: https://huggingface.co/datasets/qgallouedec/gia_dataset/discussions/1 | closed | 2023-03-10T16:33:39 | https://api.github.com/repos/huggingface/datasets/issues/5626/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5626",
"html_url": "https://github.com/huggingface/datasets/pull/5626",
"diff_url": "https://github.com/huggingface/datasets/pull/5626.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5626.patch",
"merged_at": "2023-03-21T06:28... | true | Support streaming datasets with numpy.load
Support streaming datasets with `numpy.load`.
See: https://huggingface.co/datasets/qgallouedec/gia_dataset/discussions/1 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5625 | 5,625 | Allow "jsonl" data type signifier | ### Feature request
`load_dataset` currently does not accept `jsonl` as type but only `json`.
### Motivation
I was working with one of the `run_translation` scripts and used my own datasets (`.jsonl`) as train_dataset. But the default code did not work because
```
FileNotFoundError: Couldn't find a dataset scri... | open | 2023-03-10T13:21:48 | https://api.github.com/repos/huggingface/datasets/issues/5625/comments | null | false | Allow "jsonl" data type signifier
### Feature request
`load_dataset` currently does not accept `jsonl` as type but only `json`.
### Motivation
I was working with one of the `run_translation` scripts and used my own datasets (`.jsonl`) as train_dataset. But the default code did not work because
```
FileNotFoundE... | [
"You can use \"json\" instead. It doesn't work by extension names, but rather by dataset builder names, e.g. \"text\", \"imagefolder\", etc. I don't think the example in `transformers` is correct because of that",
"Yes, I understand the reasoning but this issue is to propose that the example in transformers (whil... |
https://api.github.com/repos/huggingface/datasets/issues/5624 | 5,624 | glue datasets returning -1 for test split | ### Describe the bug
Downloading any dataset from GLUE has -1 as class labels for test split. Train and validation have regular 0/1 class labels. This is also present in the dataset card online.
### Steps to reproduce the bug
```
dataset = load_dataset("glue", "sst2")
for d in dataset:
# prints out -1
... | closed | 2023-03-09T14:47:18 | https://api.github.com/repos/huggingface/datasets/issues/5624/comments | null | false | glue datasets returning -1 for test split
### Describe the bug
Downloading any dataset from GLUE has -1 as class labels for test split. Train and validation have regular 0/1 class labels. This is also present in the dataset card online.
### Steps to reproduce the bug
```
dataset = load_dataset("glue", "sst2")
fo... | [
"Hi @lithafnium, thanks for reporting.\r\n\r\nPlease note that you can use the \"Community\" tab in the corresponding dataset page to start any discussion: https://huggingface.co/datasets/glue/discussions\r\n\r\nIndeed this issue was already raised there (https://huggingface.co/datasets/glue/discussions/5) and answ... |
https://api.github.com/repos/huggingface/datasets/issues/5623 | 5,623 | Remove set_access_token usage + fail tests if FutureWarning | `set_access_token` is deprecated and will be removed in `huggingface_hub>=0.14`.
This PR removes it from the tests (it was not used in `datasets` source code itself). FYI, it was not needed since `set_access_token` was just setting git credentials and `datasets` doesn't seem to use git anywhere.
In the future, us... | closed | 2023-03-09T08:46:01 | https://api.github.com/repos/huggingface/datasets/issues/5623/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5623",
"html_url": "https://github.com/huggingface/datasets/pull/5623",
"diff_url": "https://github.com/huggingface/datasets/pull/5623.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5623.patch",
"merged_at": "2023-03-09T15:31... | true | Remove set_access_token usage + fail tests if FutureWarning
`set_access_token` is deprecated and will be removed in `huggingface_hub>=0.14`.
This PR removes it from the tests (it was not used in `datasets` source code itself). FYI, it was not needed since `set_access_token` was just setting git credentials and `data... | [
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... |
https://api.github.com/repos/huggingface/datasets/issues/5622 | 5,622 | Update README template to better template | null | closed | 2023-03-08T12:30:23 | https://api.github.com/repos/huggingface/datasets/issues/5622/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5622",
"html_url": "https://github.com/huggingface/datasets/pull/5622",
"diff_url": "https://github.com/huggingface/datasets/pull/5622.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5622.patch",
"merged_at": null
} | true | Update README template to better template
| [
"IMO this template should stay generic.\r\n\r\nAlso, we now use [the card template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md) from `hugginface_hub` as the source of truth on the Hub (you now have the option to import it into the dataset card/READ... |
https://api.github.com/repos/huggingface/datasets/issues/5621 | 5,621 | Adding Oracle Cloud to docs | Adding Oracle Cloud's fsspec implementation to the list of supported cloud storage providers. | closed | 2023-03-08T10:22:50 | https://api.github.com/repos/huggingface/datasets/issues/5621/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5621",
"html_url": "https://github.com/huggingface/datasets/pull/5621",
"diff_url": "https://github.com/huggingface/datasets/pull/5621.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5621.patch",
"merged_at": "2023-03-11T00:49... | true | Adding Oracle Cloud to docs
Adding Oracle Cloud's fsspec implementation to the list of supported cloud storage providers. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5620 | 5,620 | Bump pyarrow to 8.0.0 | Fix those for Pandas 2.0 (tested [here](https://github.com/huggingface/datasets/actions/runs/4346221280/jobs/7592010397) with pandas==2.0.0.rc0):
```python
=========================== short test summary info ============================
FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_to_parquet_in_memory... | closed | 2023-03-07T13:31:53 | https://api.github.com/repos/huggingface/datasets/issues/5620/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5620",
"html_url": "https://github.com/huggingface/datasets/pull/5620",
"diff_url": "https://github.com/huggingface/datasets/pull/5620.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5620.patch",
"merged_at": "2023-03-08T13:54... | true | Bump pyarrow to 8.0.0
Fix those for Pandas 2.0 (tested [here](https://github.com/huggingface/datasets/actions/runs/4346221280/jobs/7592010397) with pandas==2.0.0.rc0):
```python
=========================== short test summary info ============================
FAILED tests/test_arrow_dataset.py::BaseDatasetTest::tes... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5619 | 5,619 | unpin fsspec | close https://github.com/huggingface/datasets/issues/5618 | closed | 2023-03-07T13:22:41 | https://api.github.com/repos/huggingface/datasets/issues/5619/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5619",
"html_url": "https://github.com/huggingface/datasets/pull/5619",
"diff_url": "https://github.com/huggingface/datasets/pull/5619.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5619.patch",
"merged_at": "2023-03-07T13:39... | true | unpin fsspec
close https://github.com/huggingface/datasets/issues/5618 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5618 | 5,618 | Unpin fsspec < 2023.3.0 once issue fixed | Unpin `fsspec` upper version once root cause of our CI break is fixed.
See:
- #5614 | closed | 2023-03-07T08:41:51 | https://api.github.com/repos/huggingface/datasets/issues/5618/comments | null | false | Unpin fsspec < 2023.3.0 once issue fixed
Unpin `fsspec` upper version once root cause of our CI break is fixed.
See:
- #5614 | [] |
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